{"meta":{"query_hash":"6d34d33f4b64","filters":{"topic":"Social Media in Health Education"},"cohort_total":2014,"direct_labels_cover":32,"predictions_cover":2014,"exported":2014,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/6d34d33f4b64","api":"https://metacan.xera.ac/api/v1/cohort?topic=Social+Media+in+Health+Education"},"results":[{"id":"W1031217786","doi":"","title":"The nuclear medicine and molecular medicine podcast. Multimedia continuing professional development","year":2010,"lang":"en","type":"article","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"The Internet; Continuing education; Computer science; Medicine; Library science; Medical education; Multimedia; World Wide Web","score_opus":0.04922514330241091,"score_gpt":0.4012212679370177,"score_spread":0.3519961246346068,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1031217786","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8107586,0.0003020666,0.00001575054,0.16020274,0.016337493,0.00092680386,1.7331274e-7,0.00008798614,0.011368417],"genre_scores_gemma":[0.9896921,0.00018099249,0.004377163,0.0019456038,0.0026548796,0.00019993543,0.0000037950717,0.00002005651,0.0009254581],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984772,0.00016588152,0.00028234723,0.00017567098,0.00057424896,0.0003246136],"domain_scores_gemma":[0.9966386,0.0026663144,0.00011131375,0.00012105584,0.00018317686,0.00027954238],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0021986873,0.00009070036,0.00013654667,0.000047645633,0.0010609509,0.000019841415,0.00020111808,0.00012075807,0.00076712226],"category_scores_gemma":[0.009601362,0.000054620894,0.000010550332,0.00019039032,0.0012647092,0.00007381038,0.00004120628,0.00031151544,0.000028862974],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016981616,0.000038644463,0.006932396,0.000018507591,0.000014838991,0.0000030407673,0.4637323,1.7545485e-8,0.008182656,0.07971323,0.014060902,0.42728648],"study_design_scores_gemma":[0.00033702096,0.000023709412,0.035382714,0.00007510058,0.000007874275,0.0000010126179,0.04040287,0.000024486933,0.00007266539,0.0009502521,0.92263,0.000092292226],"about_ca_topic_score_codex":0.0022023283,"about_ca_topic_score_gemma":0.0038087352,"teacher_disagreement_score":0.9085691,"about_ca_system_score_codex":0.00005125316,"about_ca_system_score_gemma":0.0002520356,"threshold_uncertainty_score":0.9987412},"labels":[],"label_agreement":null},{"id":"W127059143","doi":"10.3233/978-1-60750-044-5-992","title":"A Transformation in Health Sciences Education: A Description of Health Sciences Online","year":2009,"lang":"en","type":"article","venue":"Studies in health technology and informatics","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Biomedical sciences; Health science; Resource (disambiguation); Computer science; Quality (philosophy); Transformation (genetics); Knowledge management; Engineering ethics; Data science; Library science; Medical education; Medicine; Engineering; Nursing; Epistemology; Biology","score_opus":0.1905427780314361,"score_gpt":0.4932583275356493,"score_spread":0.3027155495042132,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W127059143","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6938899,0.03318277,0.00018305592,0.26667207,0.0019516272,0.0026848798,0.0000063038806,0.00011230737,0.0013170523],"genre_scores_gemma":[0.9349193,0.049454596,0.011383361,0.004022935,0.00006481427,0.0001400441,0.0000053507106,0.0000029538803,0.0000066597877],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99654245,0.00037642333,0.0018830467,0.00015828438,0.00037732915,0.00066247303],"domain_scores_gemma":[0.9982861,0.00039187094,0.00097625086,0.00011142834,0.00014092002,0.00009341129],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.008112823,0.00012707879,0.0005191684,0.0015761435,0.001447048,0.000018727018,0.00025659846,0.00015051414,0.0000025290537],"category_scores_gemma":[0.002162316,0.00012435726,0.000019550473,0.0039352207,0.002227872,0.0007269058,0.00002549585,0.00032307612,0.0000010779154],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005975896,0.00021094232,0.03154176,0.0011809913,0.000002693745,3.623578e-8,0.2848245,0.000030721494,1.7385173e-7,0.2201881,0.00022488613,0.46178925],"study_design_scores_gemma":[0.00053757615,0.0020208494,0.07718971,0.0026456623,0.0000019820143,0.0000051338084,0.8316489,0.00046052728,0.0000032032206,0.06980568,0.015472966,0.00020784236],"about_ca_topic_score_codex":0.004408051,"about_ca_topic_score_gemma":0.0064527085,"teacher_disagreement_score":0.5468244,"about_ca_system_score_codex":0.0008662091,"about_ca_system_score_gemma":0.005596677,"threshold_uncertainty_score":0.99985296},"labels":[],"label_agreement":null},{"id":"W1275618884","doi":"10.1055/s-0038-1638849","title":"Social Media for the Promotion of Holistic Self-Participatory Care: An Evidence Based Approach","year":2013,"lang":"en","type":"article","venue":"Yearbook of Medical Informatics","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Social media; Psychological intervention; Citizen journalism; Public relations; Health care; Social connectedness; Psychology; Reciprocity (cultural anthropology); Health promotion; Mindfulness; Social media analytics; Promotion (chess); Medicine; Social psychology; Nursing; Public health; Political science; Psychotherapist","score_opus":0.40090562776684147,"score_gpt":0.46921375393754183,"score_spread":0.06830812617070037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1275618884","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95945907,0.000591441,0.013875884,0.010833172,0.004216276,0.008295196,0.000017969644,0.00019638981,0.0025145758],"genre_scores_gemma":[0.991485,0.0000726046,0.006122567,0.00021304109,0.0009923377,0.0010921942,0.000010483684,0.000009093729,0.000002694243],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99737483,0.00021636064,0.00059117767,0.000065612156,0.0014822015,0.00026982842],"domain_scores_gemma":[0.99425244,0.0045092064,0.00036096314,0.00016459703,0.00048529278,0.00022752439],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002613083,0.00007617457,0.00019655198,0.00005534479,0.00028012044,0.000025744277,0.0004916682,0.00023373749,0.00014804235],"category_scores_gemma":[0.01063497,0.000058868507,0.000058809834,0.00021320829,0.0006653281,0.00039877888,0.000025950341,0.00017412528,0.000010848639],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016215847,0.00032848478,0.0016872555,0.0017850705,0.000026056296,5.3405923e-8,0.8926324,0.000017024804,0.000008487007,0.023916794,0.0025435525,0.07703855],"study_design_scores_gemma":[0.0032455304,0.0010236285,0.06522465,0.0015254035,0.0006546642,9.925257e-7,0.65781164,0.23867835,0.00080336473,0.0060110646,0.024047747,0.00097294146],"about_ca_topic_score_codex":0.0011331729,"about_ca_topic_score_gemma":0.0001391621,"teacher_disagreement_score":0.23866133,"about_ca_system_score_codex":0.00012703465,"about_ca_system_score_gemma":0.0017035389,"threshold_uncertainty_score":0.99769884},"labels":[],"label_agreement":null},{"id":"W131866647","doi":"10.3912/ojin.vol17no03man04","title":"Health Tweets: An Exploration of Health Promotion on Twitter","year":2012,"lang":"en","type":"article","venue":"OJIN The Online Journal of Issues in Nursing","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":70,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Social media; Microblogging; Conceptualization; Health promotion; Health communication; Agency (philosophy); Public relations; Public health; Health education; Dissemination; Content analysis; Qualitative research; Psychology; Sociology; Internet privacy; Advertising; Political science; World Wide Web; Medicine; Computer science; Social science; Business; Nursing","score_opus":0.2892250226842916,"score_gpt":0.5475386418845697,"score_spread":0.25831361920027807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W131866647","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7293371,0.0029105719,0.00026591172,0.2610741,0.005680845,0.00056654104,0.00000144807,0.000010133433,0.00015337534],"genre_scores_gemma":[0.99082506,0.0013209953,0.0033150339,0.00050225947,0.0039940444,0.000008268848,0.0000061876704,0.000013943789,0.000014203373],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.996102,0.001993694,0.0008426497,0.00008117077,0.00060360297,0.0003769031],"domain_scores_gemma":[0.9978445,0.0003943548,0.0012470677,0.00014314747,0.0001867258,0.0001841717],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006825305,0.000085838634,0.0003135663,0.0002147512,0.0003060963,0.000022160317,0.00021514989,0.00006889571,0.000018640627],"category_scores_gemma":[0.0012170945,0.0000671387,0.000045089415,0.0004277621,0.00017140753,0.0011389293,0.0000052202936,0.0003268018,0.0000022717413],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051728664,0.0022424622,0.012725708,0.000052798812,0.0000054567695,1.9711604e-7,0.5427199,0.00006960217,0.00002769696,0.0032431495,0.0010830889,0.4377782],"study_design_scores_gemma":[0.0020594872,0.007941904,0.31670293,0.014101988,0.000052714917,0.000024710378,0.55693793,0.00018654841,0.0006822138,0.04069945,0.060016017,0.0005941038],"about_ca_topic_score_codex":0.0013424595,"about_ca_topic_score_gemma":0.00038955992,"teacher_disagreement_score":0.4371841,"about_ca_system_score_codex":0.0009716385,"about_ca_system_score_gemma":0.0006501543,"threshold_uncertainty_score":0.27378368},"labels":[],"label_agreement":null},{"id":"W1491653352","doi":"","title":"DISASTER MEDICINE ONLINE: AN INTERNET BASED MODULAR CURRICULUM FOR HEALTH CARE PROFESSIONALS","year":2002,"lang":"en","type":"article","venue":"E-Learn: World Conference on E-Learning in Corporate, Government, Healthcare, and Higher Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"The Internet; Curriculum; Health professionals; Health care; Modular design; Medical education; Medicine; Internet privacy; Psychology; Political science; Computer science; World Wide Web; Pedagogy","score_opus":0.16044086267659036,"score_gpt":0.4073880581664574,"score_spread":0.24694719548986704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1491653352","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.57405967,0.0034270964,0.000092013164,0.39068043,0.0138828065,0.006339527,0.000070211034,0.00030985,0.01113838],"genre_scores_gemma":[0.97562194,0.00042592108,0.0010494803,0.007602257,0.0019113128,0.0013589765,0.00031072288,0.00005763188,0.01166173],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9949824,0.001487155,0.0008133571,0.00084810826,0.0010750477,0.00079389056],"domain_scores_gemma":[0.9966107,0.00067338615,0.0011927828,0.00034140033,0.00047260505,0.00070914405],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012099396,0.00035383843,0.0005335563,0.0002712624,0.0008316991,0.0001269475,0.00034206398,0.00023909133,0.0012034067],"category_scores_gemma":[0.00071472843,0.00035552136,0.00005335792,0.00080278167,0.0002942966,0.00038661034,0.000033564247,0.00083770114,0.000026666412],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027167704,0.0032082563,0.2733691,0.0016302943,0.000028831491,0.0000025031438,0.17188628,0.000033426222,0.000015023694,0.22888908,0.024596497,0.29606903],"study_design_scores_gemma":[0.0022093428,0.0026483953,0.30572176,0.003467927,0.000038254555,0.0000010397614,0.16660722,0.0023068727,0.000009269278,0.0032094445,0.51268876,0.0010917233],"about_ca_topic_score_codex":0.012097465,"about_ca_topic_score_gemma":0.01738461,"teacher_disagreement_score":0.48809227,"about_ca_system_score_codex":0.0019056645,"about_ca_system_score_gemma":0.0018156494,"threshold_uncertainty_score":0.9998897},"labels":[],"label_agreement":null},{"id":"W1493533197","doi":"10.5430/jha.v4n3p89","title":"How are healthcare institutions using Facebook to interact with online communities? Results from a case study in Central Pennsylvania","year":2015,"lang":"en","type":"article","venue":"Journal of Hospital Administration","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Social media; Health care; Promotion (chess); Institution; Sample (material); Psychology; Public relations; Business; Advertising; Family medicine; Medicine; Sociology; Political science; World Wide Web; Computer science; Social science","score_opus":0.3192760841185481,"score_gpt":0.46571149951357677,"score_spread":0.1464354153950287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1493533197","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97687584,0.000036133995,0.00007685959,0.018813092,0.0025155237,0.001559206,0.00007635913,0.000012119864,0.000034859087],"genre_scores_gemma":[0.9970044,0.000008881362,0.0018088617,0.00009961502,0.0010061227,0.00003300652,0.000022672797,0.000009236051,0.0000071879003],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9979921,0.0005397233,0.0005575356,0.00011722899,0.00053405075,0.0002593483],"domain_scores_gemma":[0.99755293,0.00039994388,0.00070671394,0.00014126331,0.00071711076,0.00048205143],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00074491993,0.00011488204,0.00024122171,0.00016725827,0.00030231095,0.00020340906,0.00018367117,0.000077619974,0.0000038815597],"category_scores_gemma":[0.0020189343,0.00010699245,0.000032596472,0.0003605699,0.0000975744,0.00080582907,0.000019698626,0.00040536645,0.0000012328474],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005874108,0.0022033984,0.38930702,0.000009996349,0.00002504283,0.0013857009,0.6046873,0.00015531917,0.0000028260674,0.000075597025,0.000105879895,0.0014545104],"study_design_scores_gemma":[0.0012568919,0.005811337,0.081209406,0.00024159998,0.000026900976,0.000096405995,0.9100604,0.000038880604,0.0000071666686,0.000053495587,0.0010572094,0.00014032684],"about_ca_topic_score_codex":0.05256144,"about_ca_topic_score_gemma":0.46054953,"teacher_disagreement_score":0.4079881,"about_ca_system_score_codex":0.0012086055,"about_ca_system_score_gemma":0.003838154,"threshold_uncertainty_score":0.95374763},"labels":[],"label_agreement":null},{"id":"W1499498972","doi":"10.2196/resprot.4260","title":"Social Media Use in Research: Engaging Communities in Cohort Studies to Support Recruitment and Retention","year":2015,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Social media; Outreach; Confidentiality; Content analysis; Psychology; Altmetrics; Community engagement; Internet privacy; Informed consent; Medical education; Public relations; World Wide Web; Computer science; Medicine; Sociology; Political science; Alternative medicine","score_opus":0.9767161670712919,"score_gpt":0.7579002765369842,"score_spread":0.21881589053430772,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1499498972","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43345886,0.000020246172,2.724977e-7,0.007342932,0.00010225719,0.5578955,0.000004152897,0.000039105737,0.00113672],"genre_scores_gemma":[0.14221416,0.000045403554,0.0001579406,0.000042317744,0.00048555422,0.8569086,0.000009680183,0.000017290184,0.00011906106],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98321354,0.012339221,0.0004885001,0.000328317,0.0024256222,0.0012048081],"domain_scores_gemma":[0.9877115,0.010102304,0.00006411591,0.0002651735,0.001409632,0.00044730783],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.053716872,0.00011172705,0.00029401135,0.0010868806,0.0011007286,0.00028142025,0.0004317952,0.00018293777,0.000033660464],"category_scores_gemma":[0.033278987,0.00011829686,0.000020724692,0.0021054822,0.0013244253,0.00059268466,0.0004186765,0.0014473473,0.00004291905],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017111414,0.00021330279,0.32482532,0.00012454308,0.000006370341,0.000010824404,0.63646656,3.651042e-7,0.000012138036,0.0035135453,0.0130514465,0.021604437],"study_design_scores_gemma":[0.00093582383,0.00043646432,0.19539657,0.0011521197,8.189163e-7,3.232046e-7,0.4260062,0.0000034381135,0.00002782815,0.0085139675,0.3673646,0.00016184548],"about_ca_topic_score_codex":0.018398836,"about_ca_topic_score_gemma":0.13169333,"teacher_disagreement_score":0.35431314,"about_ca_system_score_codex":0.002680128,"about_ca_system_score_gemma":0.0017861247,"threshold_uncertainty_score":0.9881377},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"protocol","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"protocol","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W1505872788","doi":"10.18438/b8fw48","title":"Google Wave: Have CTSI-Minded Institutions Caught It?","year":2010,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Research Resources; U.S. National Library of Medicine; Oak Ridge Institute for Science and Education; Georgia Clinical and Translational Science Alliance","keywords":"Translational science; Social media; Public relations; Situated; Medical education; Medicine; Psychology; Library science; World Wide Web; Computer science; Sociology; Political science; Social science; Artificial intelligence","score_opus":0.09051658641191304,"score_gpt":0.3902233114900908,"score_spread":0.29970672507817775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1505872788","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.035840787,0.0002024628,0.00058349204,0.86408216,0.0065705976,0.0015450786,0.000015925942,0.00027682012,0.090882674],"genre_scores_gemma":[0.82200456,0.003015986,0.019287802,0.15157668,0.0022748534,0.00076636835,0.0001299308,0.000017540135,0.0009262671],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984657,0.00034232534,0.0003865054,0.00013138438,0.00041264683,0.00026143788],"domain_scores_gemma":[0.99279433,0.00619587,0.00035329614,0.00021623001,0.00014546126,0.0002948277],"candidate_categories":["metaresearch","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012196054,0.00010169781,0.000102103266,0.00016479232,0.0011327189,0.00049791834,0.00018499598,0.00019673174,0.0010709164],"category_scores_gemma":[0.028079612,0.00010636854,0.000028800696,0.0005269075,0.00033129647,0.196789,0.000039414597,0.00048979523,0.0001831712],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009863603,0.00007789267,0.002510673,0.00007811144,0.000008038004,0.0000023849568,0.019333698,0.000008546,0.000045947072,0.9336981,0.014654813,0.029483115],"study_design_scores_gemma":[0.0001491239,0.00002504768,0.0093266545,0.000073936084,0.000017484166,0.000004425952,0.005872303,0.00020997688,0.0002802629,0.00021258708,0.98369914,0.0001290761],"about_ca_topic_score_codex":0.00040171266,"about_ca_topic_score_gemma":0.000029469407,"teacher_disagreement_score":0.9690443,"about_ca_system_score_codex":0.000032641354,"about_ca_system_score_gemma":0.0024620846,"threshold_uncertainty_score":0.9998422},"labels":[],"label_agreement":null},{"id":"W1506894283","doi":"10.2196/jmir.4359","title":"Online Recruitment Methods for Web-Based and Mobile Health Studies: A Review of the Literature","year":2015,"lang":"en","type":"review","venue":"Journal of Medical Internet Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":224,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Family Medicine","funders":"","keywords":"CINAHL; mHealth; Psychological intervention; MEDLINE; The Internet; Duration (music); eHealth; Medicine; Psychology; Applied psychology; Health care; World Wide Web; Nursing; Computer science","score_opus":0.7696126403004561,"score_gpt":0.7466262677914882,"score_spread":0.022986372508967845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1506894283","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000005624286,0.9620079,0.000023620658,0.026304923,0.003940751,0.0076635857,0.000026643716,0.000003940156,0.00002302396],"genre_scores_gemma":[5.73129e-7,0.9910811,0.003366486,0.00069930824,0.0024078817,0.0022905658,0.000010261371,0.000021231925,0.00012255729],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9785591,0.015226567,0.0018811978,0.00023752301,0.00360105,0.00049458444],"domain_scores_gemma":[0.9696124,0.023474563,0.0018416088,0.00031001252,0.003834163,0.00092724053],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.09933075,0.00018092185,0.0021560886,0.00031565857,0.00016135722,0.000043241733,0.0013918927,0.00047399625,0.00013083563],"category_scores_gemma":[0.12267033,0.000097099655,0.00046600393,0.0012434411,0.0009487793,0.00005871867,0.00020792036,0.002409385,0.0000010956352],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000073689557,0.00014357409,0.0000011636704,0.10832992,0.00008454512,0.0000016044215,0.0066227023,3.8183594e-9,4.829027e-9,0.00011434695,0.064360745,0.820334],"study_design_scores_gemma":[0.00016653175,0.0005361939,5.333798e-7,0.28595915,0.00007884412,0.000009078406,0.0013409525,0.0000026224227,8.0872326e-8,0.00015701682,0.7117033,0.000045683482],"about_ca_topic_score_codex":0.0002697303,"about_ca_topic_score_gemma":0.00015879949,"teacher_disagreement_score":0.82028836,"about_ca_system_score_codex":0.0017142099,"about_ca_system_score_gemma":0.027053975,"threshold_uncertainty_score":0.9998921},"labels":[],"label_agreement":null},{"id":"W1517249245","doi":"10.2196/med20.2717","title":"Developing a Framework to Generate Evidence of Health Outcomes From Social Media Use in Chronic Disease Management","year":2013,"lang":"en","type":"article","venue":"Medicine 2 0","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"University of Melbourne","keywords":"Social media; Affordance; Chronic pain; Disease; Medicine; Personalization; Psychological intervention; Empirical evidence; Disease management; Psychology; Evidence-based practice; Applied psychology; Knowledge management; Computer science; Physical therapy; Nursing; Alternative medicine; World Wide Web; Cognitive psychology","score_opus":0.33314317593205056,"score_gpt":0.48590484663150346,"score_spread":0.1527616706994529,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1517249245","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81718415,0.0016561423,0.0015720725,0.17395842,0.0037020762,0.0018397884,0.0000033295587,0.000041382697,0.00004261164],"genre_scores_gemma":[0.9848534,0.00087733025,0.007717403,0.0037915085,0.0018962909,0.00081953313,0.000009739739,0.000014348074,0.000020457337],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99748373,0.0005190894,0.0005764837,0.00027303843,0.00069147075,0.0004562079],"domain_scores_gemma":[0.9952228,0.003918219,0.00021578035,0.00018723823,0.00012061246,0.00033532162],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0012560857,0.00011835156,0.00037774138,0.00018557718,0.00024179091,0.000021953221,0.00028343208,0.0000724377,0.0004299263],"category_scores_gemma":[0.011124217,0.00010772688,0.000029340703,0.0007782849,0.0002090598,0.00022522765,0.000055745262,0.00015512314,0.00006101532],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026498152,0.00006303235,0.44491002,0.00032962405,0.00002992053,0.000005388421,0.28849283,0.000011253075,0.000011745507,0.04894204,0.0048191254,0.21235853],"study_design_scores_gemma":[0.00019059659,0.00002343528,0.9804795,0.0012999267,0.0000106500975,7.485111e-9,0.006512204,0.000008655596,0.0000020231469,0.009084195,0.0022856146,0.00010319524],"about_ca_topic_score_codex":0.07116973,"about_ca_topic_score_gemma":0.012372667,"teacher_disagreement_score":0.5355695,"about_ca_system_score_codex":0.0015375426,"about_ca_system_score_gemma":0.0012426001,"threshold_uncertainty_score":0.9972055},"labels":[],"label_agreement":null},{"id":"W1524439578","doi":"10.1371/journal.pone.0068914","title":"Ortopedi ve Travmatoloji de sosyal medya kullanımı","year":2014,"lang":"en","type":"article","venue":"DergiPark (Istanbul University)","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Humanities; Gynecology","score_opus":0.0367519889456223,"score_gpt":0.3022108667053632,"score_spread":0.26545887775974086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1524439578","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6856236,0.000059858558,0.0014363939,0.0069836336,0.0031519583,0.00060034427,0.000006507543,0.0002993768,0.30183837],"genre_scores_gemma":[0.9939506,0.00016566808,0.0010778628,0.0002577491,0.0009360167,0.000008680168,0.00001000336,0.00001856995,0.0035748216],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979661,0.00060532446,0.00016370762,0.000284723,0.00037941494,0.000600714],"domain_scores_gemma":[0.9977613,0.0013013289,0.00013353,0.00022521165,0.00015413562,0.00042448292],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007920334,0.0001256998,0.00020170672,0.00020254974,0.00087284547,0.000051468363,0.00044566576,0.00022000988,0.00032027802],"category_scores_gemma":[0.0017705897,0.0001609789,0.00007610221,0.000754884,0.00034380617,0.00017237269,0.000037881546,0.00021682828,0.00013228408],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012483547,0.00019783541,0.063581534,0.000087732995,0.000054178432,0.000079607955,0.13289967,0.000028344628,0.00007213614,0.7715475,0.012021148,0.019305471],"study_design_scores_gemma":[0.0003400463,0.000035603203,0.008431371,0.000019866817,0.000032643107,0.0000018118644,0.021416215,0.000039521554,0.000043011114,0.0020533171,0.96738034,0.00020623425],"about_ca_topic_score_codex":0.0046187364,"about_ca_topic_score_gemma":0.0061511323,"teacher_disagreement_score":0.9553592,"about_ca_system_score_codex":0.0007152759,"about_ca_system_score_gemma":0.00094954885,"threshold_uncertainty_score":0.6982178},"labels":[],"label_agreement":null},{"id":"W1531257354","doi":"10.1503/cmaj.109-5074","title":"Health researchers highlighted in online project","year":2015,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Curiosity; Basketball; Profiling (computer programming); Social media; Computer science; Data science; Value (mathematics); World Wide Web; Work (physics); Internet privacy; Multimedia; Psychology; Engineering","score_opus":0.2443487186675114,"score_gpt":0.4752804035295263,"score_spread":0.23093168486201487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1531257354","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18161692,0.00056487496,0.0000054283737,0.8044494,0.0067872284,0.0006977979,0.0000142204135,0.000033388864,0.0058307857],"genre_scores_gemma":[0.9136465,0.003724356,0.0017524818,0.04906509,0.029730937,0.00025781046,0.000083567815,0.000067846275,0.0016713913],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9935191,0.0021335466,0.00050686835,0.00014360722,0.0027203185,0.00097655866],"domain_scores_gemma":[0.99366766,0.0009791579,0.00025202357,0.00007175213,0.0007194027,0.0043099932],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.015464294,0.000074533375,0.00021068321,0.00047611317,0.00048816306,0.00009935833,0.0003294799,0.00040210717,0.0004820188],"category_scores_gemma":[0.06301849,0.000078505516,0.000037488135,0.0012317606,0.000096698655,0.0002127586,0.000009636451,0.0012726353,0.00008957017],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000009665639,0.00009930026,0.3029679,0.000008506764,0.000016358747,0.00008423062,0.075045556,0.0000014124989,1.1135784e-7,0.0021117867,0.44274884,0.1769063],"study_design_scores_gemma":[0.0005266363,0.000044559405,0.06728819,0.00005791557,0.0000013179935,0.0000063176417,0.021241948,0.00002927475,1.2331273e-7,0.00046568608,0.91025853,0.00007949772],"about_ca_topic_score_codex":0.55906105,"about_ca_topic_score_gemma":0.92249143,"teacher_disagreement_score":0.75538427,"about_ca_system_score_codex":0.015002136,"about_ca_system_score_gemma":0.09797999,"threshold_uncertainty_score":0.98877907},"labels":[],"label_agreement":null},{"id":"W1541763617","doi":"10.1111/j.1365-2923.2007.02984.x","title":"Quality trumps face‐to‐face presence when delivering lectures in a distributed multi‐site medical education programme","year":2008,"lang":"en","type":"letter","venue":"Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Columbia university; Library science; Face (sociological concept); Citation; History; Sociology; Media studies; Computer science; Social science","score_opus":0.09178115390055844,"score_gpt":0.4463971823773645,"score_spread":0.35461602847680607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1541763617","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.059509955,0.0012375545,0.0014541796,0.9136341,0.018800637,0.0046805283,0.000030192505,0.0002537109,0.00039909073],"genre_scores_gemma":[0.06217039,0.0022957632,0.0048608934,0.86913604,0.037740316,0.016400931,0.0056771706,0.0001928233,0.001525661],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98877835,0.0025673562,0.0013869747,0.0011567157,0.0046310583,0.0014795717],"domain_scores_gemma":[0.99359673,0.003078673,0.00060177245,0.0006615225,0.0006505421,0.0014107297],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0036517826,0.00050059234,0.0007523729,0.0005234312,0.0006551127,0.00015632827,0.0014250753,0.0028823405,0.0013874975],"category_scores_gemma":[0.1491572,0.00053803617,0.00016333663,0.001474931,0.00079103064,0.0003261551,0.00014821398,0.0035668844,0.00022356374],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001605931,0.0008391763,0.012162236,0.00027846673,0.000013671421,0.000009831887,0.071139805,0.0000021151277,7.342176e-7,0.00006166283,0.69048345,0.22499278],"study_design_scores_gemma":[0.0003484792,0.00004075479,0.037499532,0.0009796448,0.000021788088,0.00000949277,0.004115261,0.00012749292,0.0000032729579,0.0002868557,0.95600116,0.0005662454],"about_ca_topic_score_codex":0.13135663,"about_ca_topic_score_gemma":0.038597237,"teacher_disagreement_score":0.2655177,"about_ca_system_score_codex":0.0030354052,"about_ca_system_score_gemma":0.05539019,"threshold_uncertainty_score":0.9997071},"labels":[],"label_agreement":null},{"id":"W1544912609","doi":"10.1055/s-0038-1638751","title":"The Role of Social Media for Patients and Consumer Health","year":2011,"lang":"en","type":"article","venue":"Yearbook of Medical Informatics","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":53,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Social media; Socioeconomic status; Quality (philosophy); Scale (ratio); Social class; Health literacy; Psychology; Population; Internet privacy; Sociology; Computer science; Data science; Health care; World Wide Web; Political science; Geography","score_opus":0.0884719498050226,"score_gpt":0.3843473319223819,"score_spread":0.2958753821173593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1544912609","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95156443,0.0015941345,0.00017897898,0.0069216155,0.005808735,0.00387962,0.00006207413,0.000063616186,0.029926801],"genre_scores_gemma":[0.99426585,0.0016006518,0.003027138,0.00043231223,0.00045428154,0.00018567263,0.0000109507855,0.0000108632785,0.000012275712],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984748,0.00007692693,0.0004942966,0.00003119794,0.0007211614,0.0002016245],"domain_scores_gemma":[0.997186,0.0020566876,0.00035513504,0.00005643492,0.00016849354,0.00017722097],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017448766,0.000043188793,0.00014851156,0.000029250285,0.00026132286,0.000005927995,0.00019854774,0.00012077662,0.000053675645],"category_scores_gemma":[0.0055327816,0.000033259792,0.000027341566,0.00007752161,0.0008082205,0.00007130921,0.000029164703,0.0000932065,0.000003054179],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017548393,0.00006750234,0.007690867,0.000115671646,0.000012230221,8.211375e-9,0.53396237,2.3189113e-9,1.2248265e-7,0.10105775,0.0019011127,0.3551748],"study_design_scores_gemma":[0.0017859995,0.00035443984,0.060654018,0.00018540079,0.00004008015,2.027945e-7,0.25742778,0.0002239908,0.00011761666,0.028491694,0.6504849,0.00023384637],"about_ca_topic_score_codex":0.00067269197,"about_ca_topic_score_gemma":0.00037580222,"teacher_disagreement_score":0.6485838,"about_ca_system_score_codex":0.000036514844,"about_ca_system_score_gemma":0.0008068964,"threshold_uncertainty_score":0.6623656},"labels":[],"label_agreement":null},{"id":"W1560498769","doi":"10.1212/wnl.82.10_supplement.p1.312","title":"Clinical Neuroscience Podcasts for Family Medicine, Internal Medicine, and Neurology Residents: A Needs Assessment Study (P1.312)","year":2014,"lang":"en","type":"article","venue":"Neurology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Bible College; University of Calgary","funders":"","keywords":"Neurology; Medicine; Clinical neurology; Clinical neuroscience; Medical education; Psychology; Neuroscience; Psychiatry","score_opus":0.2033217009800122,"score_gpt":0.5229647894427661,"score_spread":0.3196430884627539,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1560498769","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8785569,0.00007409033,0.0007853286,0.09002014,0.024724202,0.001974652,0.0000014799359,0.00009434652,0.0037688627],"genre_scores_gemma":[0.9554792,0.00025464335,0.00010855108,0.038317878,0.005267584,0.00050197245,0.0000020174148,0.000027000116,0.000041148192],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99360746,0.0033975784,0.0008985184,0.00075597776,0.0006204262,0.00072005304],"domain_scores_gemma":[0.98626083,0.012278225,0.00041128826,0.0003657151,0.00022417417,0.00045975676],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.005721047,0.00021380943,0.0006012611,0.0003579327,0.00062225026,0.000028562481,0.00066275557,0.00029914704,0.000038412352],"category_scores_gemma":[0.020395337,0.00019143253,0.00005217532,0.0005533598,0.0023898513,0.0001571657,0.00013173181,0.00073102274,0.000005967862],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033026753,0.00025273222,0.94531554,0.000019483534,0.000008477823,0.000011894912,0.013770189,0.0000019410882,0.000065621345,0.011453814,0.005462918,0.023307119],"study_design_scores_gemma":[0.0014547356,0.01027819,0.86152285,0.00000846826,0.00003976698,0.000008486951,0.0008452748,0.0002864109,1.1566089e-7,0.002264613,0.12318247,0.000108633445],"about_ca_topic_score_codex":0.019966133,"about_ca_topic_score_gemma":0.0045517804,"teacher_disagreement_score":0.117719546,"about_ca_system_score_codex":0.00003137993,"about_ca_system_score_gemma":0.00034024217,"threshold_uncertainty_score":0.98785627},"labels":[],"label_agreement":null},{"id":"W1601907626","doi":"","title":"Social Media and Health Education: What the Early Literature Says.","year":2012,"lang":"en","type":"article","venue":"International journal of e-learning & distance education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Laurentian University","funders":"","keywords":"Sociology; Social media; Humanities; Perspective (graphical); Political science; Art","score_opus":0.05440698565487561,"score_gpt":0.42283631019781315,"score_spread":0.36842932454293753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1601907626","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48382103,0.06082297,0.00060262764,0.34572428,0.10546133,0.0007747759,0.000004128062,0.000051015064,0.0027378276],"genre_scores_gemma":[0.9733853,0.0045373966,0.00044632587,0.0009248831,0.020320466,0.000067490786,0.000021649337,0.000015818317,0.0002806723],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99759847,0.0005597831,0.00049822836,0.00012767318,0.00090929354,0.00030657047],"domain_scores_gemma":[0.99636865,0.00095403777,0.0009845744,0.00008029996,0.0013342018,0.00027824685],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024000134,0.00011835522,0.00016843101,0.00018484221,0.00077621534,0.0006124674,0.00041664598,0.00010702374,0.00007943136],"category_scores_gemma":[0.0029825591,0.000102601574,0.00007617943,0.000383714,0.00022067151,0.0021161742,0.000023511511,0.00058090413,0.000012578743],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030134484,0.00028156737,0.09304743,0.000019490535,0.00003179751,2.2772105e-7,0.41814068,0.0000011648823,0.0000036505974,0.1547238,0.012004008,0.32171604],"study_design_scores_gemma":[0.0001280207,0.000026468104,0.27695873,0.00041259613,0.000015440282,0.000015379828,0.09890623,9.687724e-7,0.000003314322,0.0034579656,0.6199672,0.00010765262],"about_ca_topic_score_codex":0.00036404174,"about_ca_topic_score_gemma":0.0002120023,"teacher_disagreement_score":0.60796326,"about_ca_system_score_codex":0.0008427863,"about_ca_system_score_gemma":0.0032649285,"threshold_uncertainty_score":0.59700996},"labels":[],"label_agreement":null},{"id":"W1604773380","doi":"10.1300/j115v25n01_06","title":"Current Awareness in the New Millennium","year":2006,"lang":"en","type":"article","venue":"Medical Reference Services Quarterly","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"RSS; News aggregator; Web syndication; World Wide Web; Newspaper; Computer science; Variety (cybernetics); Process (computing); Point (geometry); Internet privacy; Multimedia; Data science; Advertising; Political science; Business; Artificial intelligence","score_opus":0.0653964531525633,"score_gpt":0.40687572584356624,"score_spread":0.3414792726910029,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1604773380","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93686295,0.0028927755,0.0001229886,0.045281228,0.005807491,0.00092871074,0.000003145502,0.00010529488,0.007995427],"genre_scores_gemma":[0.99490494,0.00047798172,0.000046103316,0.00085665914,0.0033523736,0.00028360746,0.000032026655,0.000009012696,0.000037286045],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99650216,0.00066994893,0.00041479422,0.00028211722,0.0015704273,0.00056057656],"domain_scores_gemma":[0.9977206,0.0015068889,0.00011988044,0.00025452487,0.00009044486,0.00030768133],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016705887,0.00012944626,0.00018358386,0.00008808146,0.00033892947,0.000093963805,0.0010197955,0.00022699458,0.0005393622],"category_scores_gemma":[0.00031382532,0.00009591859,0.000037037757,0.0007033418,0.00018041371,0.00020768329,0.000012459493,0.00047142516,0.00020806251],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015250281,0.00031435717,0.08763366,0.00015153522,0.0000026806808,0.000008565259,0.1899814,4.579008e-7,0.000002552519,0.029931383,0.0053305333,0.6866276],"study_design_scores_gemma":[0.00035752103,0.00009415067,0.28008547,0.00023700335,0.00000856016,8.4565494e-7,0.034577873,0.000040490537,0.0000016445288,0.013185181,0.67122316,0.00018812482],"about_ca_topic_score_codex":0.20326775,"about_ca_topic_score_gemma":0.3277277,"teacher_disagreement_score":0.6864395,"about_ca_system_score_codex":0.00013860504,"about_ca_system_score_gemma":0.001732904,"threshold_uncertainty_score":0.8020378},"labels":[],"label_agreement":null},{"id":"W1624537879","doi":"10.2196/jmir.4297","title":"Mapping Power Law Distributions in Digital Health Social Networks: Methods, Interpretations, and Practical Implications","year":2015,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"University of Toronto","keywords":"Power law; Power (physics); Statistics; Gaussian; Computer science; Econometrics; Psychology; Law; Mathematics; Political science; Physics","score_opus":0.3662204858690974,"score_gpt":0.6324410178581346,"score_spread":0.26622053198903717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1624537879","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1269731,0.0024156724,0.10790248,0.7516704,0.0034935847,0.0010602907,0.0000102205495,0.000032130185,0.0064421007],"genre_scores_gemma":[0.99531054,0.00030728264,0.0026280915,0.00046387987,0.0011832068,0.00006580219,0.000005969613,0.000009006496,0.000026195814],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.994518,0.0022985693,0.0007833054,0.00016175109,0.0016985486,0.0005398414],"domain_scores_gemma":[0.99011296,0.007361174,0.00027863754,0.000090445064,0.0010284975,0.0011283072],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.024643531,0.00007267268,0.0002644322,0.00027030788,0.00030988854,0.00026225657,0.00034501284,0.00023443587,0.00015735345],"category_scores_gemma":[0.060011998,0.000066970846,0.000053874162,0.0008240374,0.0010886205,0.00053982576,0.00014746799,0.0016457235,0.000008356561],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001124032,0.00074622314,0.023390401,0.000040838404,0.00006140326,0.000037401915,0.21683592,0.0000013185899,0.0000016183817,0.52116156,0.117248096,0.12036279],"study_design_scores_gemma":[0.0015353957,0.00071300386,0.05271912,0.0007391142,0.000009632785,0.00020312681,0.20730181,0.0010316032,0.00000340659,0.10778721,0.6276665,0.0002900803],"about_ca_topic_score_codex":0.0039313696,"about_ca_topic_score_gemma":0.0016575865,"teacher_disagreement_score":0.86833745,"about_ca_system_score_codex":0.001125441,"about_ca_system_score_gemma":0.0041303425,"threshold_uncertainty_score":0.9479059},"labels":[],"label_agreement":null},{"id":"W1629801733","doi":"10.2196/resprot.4621","title":"Using Social Media While Waiting in Pain: A Clinical 12-Week Longitudinal Pilot Study","year":2015,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"University of Melbourne","keywords":"Social media; Psychology; Physical therapy; Medicine; Applied psychology; Medical education; Computer science; World Wide Web","score_opus":0.9539758872193257,"score_gpt":0.7210579023996722,"score_spread":0.23291798481965353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1629801733","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36527753,0.0000041550343,0.000008318708,0.0022123035,0.00030398305,0.62973434,0.0000024321146,0.00009543142,0.0023614778],"genre_scores_gemma":[0.4018758,3.846587e-7,0.0002135114,0.00002736714,0.003940367,0.5939001,0.0000017319269,0.000021529902,0.000019209116],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9796942,0.014730679,0.0008931836,0.00058889255,0.0027175222,0.001375532],"domain_scores_gemma":[0.98786515,0.009965809,0.00021842773,0.00027417822,0.0009675552,0.0007089028],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.058284186,0.00015546595,0.0004068586,0.00035490343,0.0011501852,0.00026984492,0.00070267,0.0002009822,0.0001324071],"category_scores_gemma":[0.050148502,0.0001644573,0.00005503343,0.0016272508,0.0008823146,0.00042063958,0.0002287238,0.0014348616,0.000093414485],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004933912,0.0057054018,0.8269152,0.00008581912,0.000008618367,0.000033862907,0.13101546,0.0000010381353,0.0000066979774,0.0009897256,0.0050961557,0.029648598],"study_design_scores_gemma":[0.0061498783,0.009402662,0.5916316,0.0011315886,0.0000051560746,0.0000010417859,0.23654343,0.00032748323,0.000005391383,0.005056281,0.1491395,0.0006060129],"about_ca_topic_score_codex":0.007525069,"about_ca_topic_score_gemma":0.023699218,"teacher_disagreement_score":0.23528366,"about_ca_system_score_codex":0.0014030093,"about_ca_system_score_gemma":0.0050881384,"threshold_uncertainty_score":0.99908394},"labels":[],"label_agreement":null},{"id":"W166794816","doi":"","title":"eHealth promotion and social innovation with youth: using social and visual media to engage diverse communities.","year":2012,"lang":"en","type":"article","venue":"PubMed","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"","keywords":"Social media; eHealth; Health promotion; Public relations; Promotion (chess); Literacy; Presentation (obstetrics); Mental health; Sociology; Psychology; Public health; Internet privacy; World Wide Web; Computer science; Political science; Medicine; Pedagogy; Health care; Nursing","score_opus":0.4065657274107325,"score_gpt":0.4168106427064375,"score_spread":0.010244915295704982,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W166794816","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9919989,0.000031756354,0.000057804766,0.0044454015,0.0014074128,0.0017064464,0.0000133824815,0.000060078997,0.0002788055],"genre_scores_gemma":[0.99623924,0.000014184695,0.00024947186,0.00031006229,0.0023774856,0.000758805,0.000030585918,0.000014941626,0.000005234564],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9981758,0.00057531515,0.00019648002,0.00011311888,0.00037611407,0.0005631559],"domain_scores_gemma":[0.99904794,0.00038698275,0.00015341668,0.000038347007,0.00017572426,0.00019758493],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0024154584,0.00009812561,0.00015303299,0.00017662719,0.0020458968,0.000073353374,0.00006466546,0.00013707727,0.000009482451],"category_scores_gemma":[0.0006959387,0.00010368775,0.000009508363,0.0006537835,0.00033953876,0.0004848803,0.000047599675,0.00021960455,0.0000013537347],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029035435,0.00008004515,0.13163266,0.00003204855,0.000008041091,8.806637e-8,0.7167661,4.6631e-8,0.0000032252663,0.0031882008,0.000043346376,0.14821714],"study_design_scores_gemma":[0.00026151704,0.000017887573,0.8293308,0.0000060916777,0.000026636124,3.765062e-7,0.16924542,0.0000035987953,0.000005730231,0.00008380323,0.00089574076,0.00012240131],"about_ca_topic_score_codex":0.008450373,"about_ca_topic_score_gemma":0.0031305759,"teacher_disagreement_score":0.6976981,"about_ca_system_score_codex":0.00038678994,"about_ca_system_score_gemma":0.0001828762,"threshold_uncertainty_score":0.99925333},"labels":[],"label_agreement":null},{"id":"W1683624598","doi":"10.5489/cuaj.951","title":"Undeserved authorship: too much of a good thing","year":2013,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Children's Hospital of Winnipeg","funders":"","keywords":"Psychology; History","score_opus":0.07872596963846015,"score_gpt":0.3289560425608403,"score_spread":0.2502300729223802,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1683624598","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85632455,0.000119986056,0.000028004357,0.12676752,0.0031717373,0.00050830917,0.000005136845,0.000033056946,0.013041694],"genre_scores_gemma":[0.9958134,0.000048038506,0.00041692256,0.001967267,0.0012645931,0.0000661477,0.0000032699609,0.0000076256115,0.00041269584],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99721056,0.0010143104,0.00041566667,0.00012969652,0.00057190994,0.0006578403],"domain_scores_gemma":[0.9959871,0.0017258462,0.0004809764,0.000078008976,0.00067398365,0.0010540885],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003077219,0.00008365311,0.00019390952,0.00016295504,0.00084950455,0.00016961069,0.00030317335,0.00042539867,0.0021732505],"category_scores_gemma":[0.018907381,0.00008081361,0.0000919464,0.00046479714,0.00008406524,0.00033827295,0.000010274709,0.0006078164,0.00014646043],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000027298731,0.000035211317,0.9378844,0.000004494108,0.000028831662,0.0000021584601,0.01685184,0.000005442116,0.000027600985,0.020416027,0.014254257,0.010487036],"study_design_scores_gemma":[0.00017012647,0.000062286934,0.8625674,0.000008988883,0.000014932789,0.0000020533728,0.0037100643,0.000024958224,0.0000059370204,0.044483654,0.088832356,0.000117236625],"about_ca_topic_score_codex":0.13350038,"about_ca_topic_score_gemma":0.027408626,"teacher_disagreement_score":0.13948888,"about_ca_system_score_codex":0.002222266,"about_ca_system_score_gemma":0.0021329804,"threshold_uncertainty_score":0.9987389},"labels":[],"label_agreement":null},{"id":"W1706996581","doi":"10.2196/mededu.4908","title":"Go Where the Students Are: A Comparison of the Use of Social Networking Sites Between Medical Students and Medical Educators","year":2015,"lang":"en","type":"article","venue":"JMIR Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":109,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medical education; Psychology; Medical school; Medicine","score_opus":0.1921708730840915,"score_gpt":0.5221144023747027,"score_spread":0.3299435292906112,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1706996581","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91707253,0.00063475576,0.000005493251,0.07395826,0.0069598993,0.0012219624,0.0000023420007,0.000025231055,0.00011949226],"genre_scores_gemma":[0.992035,0.00018021073,0.00003107419,0.0012746357,0.005982181,0.00039986146,0.00001213803,0.00001786864,0.00006703651],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98814195,0.0016679151,0.00087927893,0.0002805433,0.008622111,0.00040819182],"domain_scores_gemma":[0.99404854,0.0034111016,0.00075897435,0.00027294722,0.00040862517,0.001099815],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.005342711,0.00016113535,0.00044855528,0.00007644646,0.00055789296,0.00009187534,0.0017177038,0.0006044029,0.00036517554],"category_scores_gemma":[0.027597863,0.00011048942,0.00008561982,0.0008361576,0.0018219653,0.00017103142,0.00035718302,0.00077375944,0.000008426043],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010824494,0.0007184216,0.8249967,0.00004599812,0.000028643204,1.513578e-7,0.08647485,6.642718e-8,1.351702e-7,0.00050524756,0.051292904,0.035926078],"study_design_scores_gemma":[0.0004018229,0.000039553724,0.8353896,0.00044624784,0.00005604574,8.572109e-7,0.044031486,0.00002181225,0.000001947081,0.00028529708,0.119213544,0.000111770554],"about_ca_topic_score_codex":0.003811487,"about_ca_topic_score_gemma":0.004888424,"teacher_disagreement_score":0.07496243,"about_ca_system_score_codex":0.00032076682,"about_ca_system_score_gemma":0.009509744,"threshold_uncertainty_score":0.99610543},"labels":[],"label_agreement":null},{"id":"W1720090429","doi":"10.1111/iwj.12155","title":"Wound communities become a reality","year":2013,"lang":"en","type":"editorial","venue":"International Wound Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social media; Internet privacy; Medicine; Public relations; Multidisciplinary approach; World Wide Web; Health care; Computer science; Political science","score_opus":0.11620344368356984,"score_gpt":0.4473061870852648,"score_spread":0.331102743401695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1720090429","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0025931068,0.0003417302,0.000043649972,0.012306194,0.95316803,0.0005923469,0.00010256656,0.00006775375,0.030784646],"genre_scores_gemma":[0.003154337,0.0036568975,0.00028770347,0.00016059782,0.9860345,0.0003219915,0.00031291312,0.000047073263,0.006023999],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9941526,0.0010243478,0.0008711956,0.00021148131,0.0031633158,0.0005770712],"domain_scores_gemma":[0.9862095,0.009047711,0.0010771176,0.00028299543,0.0029367858,0.00044586917],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0032643992,0.0002725183,0.00040810189,0.00037483318,0.001726992,0.0014815863,0.0017262199,0.0010368695,0.0051827612],"category_scores_gemma":[0.009000444,0.00028877123,0.00021119231,0.00020178634,0.000578453,0.00076042645,0.0001187517,0.0031228806,0.00047348594],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018832081,0.00008415128,0.0005239746,0.000020157742,0.000114809234,0.000005598388,0.021961948,0.0000016354376,2.1493724e-7,0.0016565756,0.9697986,0.0058134897],"study_design_scores_gemma":[0.00026857428,0.00003364424,0.00062596233,0.00017437404,0.000030975,0.000010283455,0.008181015,0.000004761202,1.949614e-7,0.013913757,0.97649926,0.00025718252],"about_ca_topic_score_codex":0.055796493,"about_ca_topic_score_gemma":0.015512241,"teacher_disagreement_score":0.040284254,"about_ca_system_score_codex":0.0031208568,"about_ca_system_score_gemma":0.0045218095,"threshold_uncertainty_score":0.9999564},"labels":[],"label_agreement":null},{"id":"W1758422239","doi":"10.1111/bju.12855","title":"Early adopters or laggards? Attitudes toward and use of social media among urologists","year":2014,"lang":"en","type":"article","venue":"British Journal of Urology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":67,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Queen's University","funders":"","keywords":"Social media; Context (archaeology); Computer-assisted web interviewing; Likert scale; Health care; Early adopter; Psychology; Medicine; Medical education; Family medicine; World Wide Web","score_opus":0.09542120335819686,"score_gpt":0.35491012955054024,"score_spread":0.25948892619234337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1758422239","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9939961,0.00037427284,0.00007634753,0.0025828138,0.0026588708,0.0001570624,0.0000046138384,0.000012546163,0.00013738015],"genre_scores_gemma":[0.99648756,0.0010555735,0.00056846236,0.0003213248,0.0015374625,0.000009878499,8.43685e-7,0.000010176135,0.000008746212],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99792254,0.0008081055,0.00047355573,0.00012496534,0.00036655707,0.00030427863],"domain_scores_gemma":[0.99569875,0.0031276974,0.0005676482,0.00004785185,0.00036387518,0.00019418332],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0015069542,0.00007423671,0.00034181323,0.0001026734,0.00022218833,0.000064786276,0.00020912444,0.00025265812,0.00008417257],"category_scores_gemma":[0.014415411,0.00008221226,0.00006695586,0.00015250464,0.001170233,0.00031016042,0.000030546777,0.00032517195,0.000001925887],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030200928,0.00015707094,0.70131576,0.000048692436,0.000065695975,0.00012923399,0.055124827,0.000005561389,0.000020079182,0.0019761042,0.0023184572,0.23853654],"study_design_scores_gemma":[0.00039116087,0.00026050286,0.9803924,0.000019112196,0.000038050952,0.00008991984,0.0006183525,0.0000026624386,0.0000025201496,0.0003991474,0.017712701,0.000073474046],"about_ca_topic_score_codex":0.0034279143,"about_ca_topic_score_gemma":0.006844684,"teacher_disagreement_score":0.27907667,"about_ca_system_score_codex":0.000047746064,"about_ca_system_score_gemma":0.00029820134,"threshold_uncertainty_score":0.9938866},"labels":[],"label_agreement":null},{"id":"W1782697496","doi":"10.5070/d3207023129","title":"Dermatology on Instagram","year":2014,"lang":"en","type":"article","venue":"Dermatology Online Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":100,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Columbia College","funders":"","keywords":"Dermatology; Medicine; Psoriasis; Acne; Dermatological diseases; Skin cancer; Social media; Family medicine; Cancer; Internal medicine","score_opus":0.07380945582448799,"score_gpt":0.41904059868308824,"score_spread":0.34523114285860024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1782697496","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8445272,0.00015463696,0.00048193795,0.13482739,0.010914261,0.00030432126,0.0000025703605,0.0001115535,0.008676112],"genre_scores_gemma":[0.98929507,0.00039460644,0.0019023484,0.0054389425,0.0028514497,0.00003954578,0.000011174114,0.00001842677,0.000048455626],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971381,0.0012884168,0.00046097976,0.00016995208,0.00033962712,0.0006029226],"domain_scores_gemma":[0.9971009,0.0018494219,0.0002933525,0.00016070707,0.00020902994,0.0003865924],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054988556,0.00012671154,0.0003041744,0.0002460044,0.0010356572,0.000047636422,0.0003580299,0.00032521636,0.00020280003],"category_scores_gemma":[0.0053275563,0.0001236805,0.00007893265,0.0002807122,0.0004124116,0.0001500695,0.000020796206,0.0007430339,0.00023665422],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000099206234,0.0012075778,0.35439634,0.000065049084,0.00008358051,0.00023987237,0.03369434,0.000019989971,0.000044162945,0.2879347,0.06556486,0.25665033],"study_design_scores_gemma":[0.0005794665,0.00006219609,0.033744063,0.000030513047,0.000018063147,0.0014168584,0.0025717106,0.00012058754,0.00005277038,0.009252445,0.95197076,0.00018056337],"about_ca_topic_score_codex":0.00018668767,"about_ca_topic_score_gemma":0.0009602254,"teacher_disagreement_score":0.8864059,"about_ca_system_score_codex":0.00016043312,"about_ca_system_score_gemma":0.00063604704,"threshold_uncertainty_score":0.7965543},"labels":[],"label_agreement":null},{"id":"W1789164274","doi":"10.2196/resprot.3996","title":"Using Facebook to Recruit Young Adult Veterans: Online Mental Health Research","year":2015,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":102,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Alcohol Abuse and Alcoholism","keywords":"Mental health; Population; Ethnic group; Sample (material); Psychology; Young adult; Gerontology; Intervention (counseling); Medicine; Health care; Binge drinking; Suicide prevention; Psychiatry; Poison control; Environmental health","score_opus":0.9365694675502327,"score_gpt":0.7659125450313623,"score_spread":0.17065692251887044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1789164274","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.021769222,0.000017582372,0.000020057005,0.041481324,0.00035346855,0.93152595,0.000038873724,0.00013293653,0.0046605915],"genre_scores_gemma":[0.0026476553,0.000011244803,0.0035072237,0.0003614615,0.0024449504,0.9898281,0.000018471546,0.000049264934,0.0011316473],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.98326826,0.008464714,0.0005745904,0.000637473,0.00477069,0.0022842656],"domain_scores_gemma":[0.9924372,0.0015134697,0.00010991788,0.0005436808,0.003238538,0.0021572185],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.024022609,0.00016009745,0.0002994166,0.0007087481,0.0024966702,0.00038709393,0.0009965915,0.0002287016,0.00024144637],"category_scores_gemma":[0.013803253,0.0001681934,0.00005383692,0.002627317,0.00076903764,0.00043253115,0.00028763898,0.0014379416,0.0006649456],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00078758755,0.0014234054,0.011332971,0.00047288433,0.000014662336,0.000010513159,0.63674456,0.000004594294,0.000746544,0.006518779,0.19470152,0.14724196],"study_design_scores_gemma":[0.0008244615,0.0011525707,0.0011795037,0.0015340835,2.776734e-7,0.0000014889422,0.05924623,0.00004028786,0.00009434147,0.00094335095,0.93481266,0.00017074445],"about_ca_topic_score_codex":0.03723047,"about_ca_topic_score_gemma":0.016988123,"teacher_disagreement_score":0.7401111,"about_ca_system_score_codex":0.005201526,"about_ca_system_score_gemma":0.0102391485,"threshold_uncertainty_score":0.99880195},"labels":[],"label_agreement":null},{"id":"W1808694910","doi":"10.5430/jnep.v5n10p86","title":"Evaluating the use of social media to conduct clinical performance reviews of advanced practice nursing students","year":2015,"lang":"en","type":"article","venue":"Journal of Nursing Education and Practice","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preceptor; Social media; Nursing; Clinical Practice; Quality (philosophy); Perception; Medical education; Psychology; Nursing practice; Medicine; Computer science","score_opus":0.8504868354110434,"score_gpt":0.72123558473633,"score_spread":0.12925125067471344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1808694910","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90090346,0.0021762692,0.000044653156,0.076874375,0.017160997,0.000818063,7.0977603e-7,0.0000047033864,0.0020167849],"genre_scores_gemma":[0.8858713,0.0054084184,0.10108535,0.0022679884,0.005221198,0.00004162391,0.0000020247885,0.000021659414,0.00008046988],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9929187,0.004613662,0.0011224488,0.000119578384,0.0010568841,0.00016869947],"domain_scores_gemma":[0.97160023,0.021591762,0.0033244807,0.00013537159,0.0030797313,0.00026839593],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.019598177,0.000083073675,0.0003322835,0.00011020379,0.0004409214,0.000065268854,0.00023848993,0.00009251554,0.00001276539],"category_scores_gemma":[0.2808573,0.00006770789,0.000059299127,0.00051554356,0.00034877137,0.0018322844,0.00001410197,0.00039358262,0.0000028971629],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045802278,0.0011062637,0.0008079539,0.000018942714,0.000013581433,8.140267e-8,0.3644607,0.000008763638,0.000044930282,0.00032044033,0.006879192,0.62588114],"study_design_scores_gemma":[0.0006480818,0.0008321437,0.040937375,0.0015685655,0.00052420964,0.00007362419,0.395442,0.0000146550965,0.00002633509,0.00030884705,0.5594891,0.00013505372],"about_ca_topic_score_codex":0.000091848815,"about_ca_topic_score_gemma":0.000008166081,"teacher_disagreement_score":0.6257461,"about_ca_system_score_codex":0.00039734435,"about_ca_system_score_gemma":0.003292176,"threshold_uncertainty_score":0.72520036},"labels":[],"label_agreement":null},{"id":"W1817515792","doi":"10.1016/s2155-8256(15)30300-8","title":"Social Network Use: A Test of Self-Regulation","year":2011,"lang":"en","type":"article","venue":"Journal of Nursing Regulation","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Registered Nurses' Association of Ontario","funders":"","keywords":"Face (sociological concept); Test (biology); Social media; Public relations; Nursing practice; Nursing; Psychology; Business; Political science; Sociology; Medicine; Law","score_opus":0.19190309753063883,"score_gpt":0.41754850684750355,"score_spread":0.22564540931686472,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1817515792","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9852309,0.00014200043,0.0012712089,0.0027424225,0.00620473,0.00050890644,7.93217e-7,0.000046097906,0.0038529416],"genre_scores_gemma":[0.9862996,0.00002192756,0.009660213,0.000016974456,0.003946391,0.000004502595,0.000001736177,0.000012142591,0.0000365488],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99824995,0.00028681027,0.0005902027,0.000080851685,0.0005717144,0.00022045487],"domain_scores_gemma":[0.997035,0.00083526206,0.0012296888,0.00007241317,0.00073006505,0.00009752774],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013488659,0.00007301326,0.00020007938,0.00014563097,0.00040398532,0.000028523558,0.00011884211,0.0001698228,0.000077855075],"category_scores_gemma":[0.001590915,0.000077944445,0.000089855894,0.000547812,0.0001951232,0.0006626236,0.0000039173096,0.00013445353,0.0000031005254],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021339192,0.0010363194,0.28212717,0.000050332575,0.000059765083,0.0000012495271,0.4625807,0.0001566335,0.00087509997,0.046931405,0.0099550085,0.19601291],"study_design_scores_gemma":[0.00022721855,0.00011653544,0.9686003,0.00022440849,0.00007942129,0.0000038119376,0.0017020977,0.0001022354,0.00016873697,0.026284438,0.002412551,0.000078269855],"about_ca_topic_score_codex":0.00021611294,"about_ca_topic_score_gemma":0.000044757784,"teacher_disagreement_score":0.6864731,"about_ca_system_score_codex":0.00063444296,"about_ca_system_score_gemma":0.00047224166,"threshold_uncertainty_score":0.31784824},"labels":[],"label_agreement":null},{"id":"W1825597183","doi":"10.2196/mededu.4411","title":"Digital Literacy in the Medical Curriculum: A Course With Social Media Tools and Gamification","year":2015,"lang":"en","type":"article","venue":"JMIR Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":93,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Semmelweis Egyetem","keywords":"Curriculum; Medical education; Social media; The Internet; Digital literacy; Multimedia; Digital media; Psychology; Mathematics education; Computer science; Medicine; Pedagogy; World Wide Web","score_opus":0.05947751517163237,"score_gpt":0.4426890968860949,"score_spread":0.38321158171446257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1825597183","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86338717,0.00035974276,0.00002447765,0.1275958,0.0024502273,0.0012123012,0.000003701324,0.00005669171,0.004909874],"genre_scores_gemma":[0.99200267,0.0000976141,0.00008355374,0.0017394379,0.004077874,0.0018374781,0.00011779513,0.000011966269,0.000031591597],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9961048,0.00052829826,0.00034699024,0.00026248608,0.0024154128,0.000342019],"domain_scores_gemma":[0.9965829,0.0020127248,0.00015498576,0.00015091848,0.00034848205,0.000749988],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0026853774,0.00011749174,0.00016541289,0.00009061266,0.00027189634,0.00025538245,0.0003915259,0.00031000076,0.00016719129],"category_scores_gemma":[0.026460107,0.000085320156,0.00002271052,0.00081494846,0.000691056,0.0007454905,0.000022832728,0.000459356,0.00003721443],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001608808,0.0008551454,0.048201162,0.000019653977,0.0000033196663,0.0000037297818,0.2986269,1.9363863e-8,7.8889784e-8,0.012175355,0.010144209,0.62995434],"study_design_scores_gemma":[0.0010959735,0.00008992249,0.47656655,0.00027427677,0.000023539955,0.000031356947,0.2401717,0.00008910109,4.1562984e-7,0.0038983554,0.27745286,0.00030594884],"about_ca_topic_score_codex":0.0007305279,"about_ca_topic_score_gemma":0.0016116006,"teacher_disagreement_score":0.6296484,"about_ca_system_score_codex":0.00026925534,"about_ca_system_score_gemma":0.010077178,"threshold_uncertainty_score":0.9955348},"labels":[],"label_agreement":null},{"id":"W1827104177","doi":"10.2196/mental.4113","title":"Twitter: A Novel Tool for Studying the Health and Social Needs of Transgender Communities","year":2015,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Child Health and Human Development; National Institute on Aging; National Institute of Mental Health; Office of the President, University of California","keywords":"Transgender; Social media; Microblogging; Population; Psychology; Social psychology; Sociology; World Wide Web; Computer science; Demography","score_opus":0.35999315985739916,"score_gpt":0.48627254772938966,"score_spread":0.1262793878719905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1827104177","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8839345,0.0007110868,0.0001295804,0.10860807,0.0017287583,0.0046577277,0.000052057847,0.000037866037,0.00014038646],"genre_scores_gemma":[0.99242055,0.0001545766,0.0004537872,0.0052769044,0.00060250965,0.0010007051,0.000030747444,0.000014712436,0.000045474946],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99822193,0.000503285,0.0003823984,0.000079948426,0.0003801876,0.0004322668],"domain_scores_gemma":[0.9987145,0.0006167207,0.0002563543,0.00010273848,0.000090979345,0.0002187094],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0026740613,0.00009262783,0.00025045293,0.00007133486,0.0017377827,0.000030112758,0.00017868193,0.000059638016,0.0000056708723],"category_scores_gemma":[0.000057623605,0.000080520316,0.00004210218,0.00024056561,0.0003710631,0.00011421906,0.00002551472,0.00014862398,8.7740204e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006225139,0.00014477556,0.007659683,0.00021407474,0.000008022664,5.0518363e-9,0.9647813,8.4856886e-8,0.0000018114907,0.005437718,0.0049354373,0.016754825],"study_design_scores_gemma":[0.0009099255,0.00043727132,0.007382424,0.00004347586,0.0000027806784,5.257764e-7,0.9323551,0.00000995285,0.0000017662818,0.00034263046,0.058436032,0.000078120385],"about_ca_topic_score_codex":0.022457711,"about_ca_topic_score_gemma":0.0042764526,"teacher_disagreement_score":0.10848611,"about_ca_system_score_codex":0.00062158215,"about_ca_system_score_gemma":0.002305856,"threshold_uncertainty_score":0.99956185},"labels":[],"label_agreement":null},{"id":"W1833756039","doi":"10.3402/meo.v20.28708","title":"What's on YOUR Facebook profile? Evaluation of an educational intervention to promote appropriate use of privacy settings by medical students on social networking sites","year":2015,"lang":"en","type":"article","venue":"Medical Education Online","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":61,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Social media; Context (archaeology); Session (web analytics); Medical education; The Internet; Class (philosophy); Psychology; Intervention (counseling); Internet privacy; Public relations; Medicine; World Wide Web; Computer science; Political science","score_opus":0.2634094365436658,"score_gpt":0.5389972692890648,"score_spread":0.275587832745399,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1833756039","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9219481,0.00009164522,0.000031483305,0.066499904,0.008188097,0.0030983111,0.00001710591,0.00003857322,0.000086793596],"genre_scores_gemma":[0.98471165,0.000088768495,0.001298821,0.0031223989,0.0072132284,0.0017779536,0.00142001,0.000043109005,0.00032409173],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98889107,0.0019982231,0.0009665238,0.000452255,0.007323894,0.00036802958],"domain_scores_gemma":[0.9955762,0.00079031964,0.0006197898,0.00025666942,0.0017571507,0.0009998383],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.011620683,0.00018910012,0.00033476617,0.00024731245,0.00023967952,0.0001248428,0.00073556683,0.00037790192,0.0010496353],"category_scores_gemma":[0.053428564,0.00019191175,0.00008189323,0.00065837125,0.0002773479,0.0006185049,0.00008747966,0.00040586691,0.000039064947],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014259586,0.010514025,0.0046188547,0.000084129606,0.000033128763,1.362016e-7,0.06823176,0.000012200038,0.000030761294,0.00056918187,0.018435149,0.8973281],"study_design_scores_gemma":[0.012010818,0.00480711,0.3016308,0.013033706,0.0007157008,0.00000712556,0.1718513,0.018595757,0.0018253495,0.012616611,0.46045044,0.0024552566],"about_ca_topic_score_codex":0.0014417013,"about_ca_topic_score_gemma":0.0006534386,"teacher_disagreement_score":0.89487284,"about_ca_system_score_codex":0.00088443956,"about_ca_system_score_gemma":0.009537832,"threshold_uncertainty_score":0.99986356},"labels":[],"label_agreement":null},{"id":"W1844578437","doi":"10.14288/acme.v5i1.748","title":"“I Go On The Internet; I Always, You Know, Check To See What’s New”: Chronically Ill Women’s Use of Online Health Information to Shape and Inform Doctor-Patient Interactions in the Space of Care Provision","year":2015,"lang":"en","type":"article","venue":"Open Collections","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Cyberspace; The Internet; Agency (philosophy); Internet privacy; Space (punctuation); Negotiation; Health care; Health information; Medicine; Psychology; Nursing; Sociology; World Wide Web; Computer science; Political science","score_opus":0.11684851479959411,"score_gpt":0.4072849384223959,"score_spread":0.29043642362280175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1844578437","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8782949,0.00007339643,0.000040226543,0.09516528,0.003933786,0.010088119,0.000071576054,0.000025820664,0.012306884],"genre_scores_gemma":[0.9766392,0.0004176409,0.0019188809,0.007293422,0.00044761074,0.0029936163,0.00006112549,0.000022361142,0.010206118],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99845797,0.00023600855,0.0005109717,0.00013319375,0.00041419474,0.0002476518],"domain_scores_gemma":[0.9977786,0.0008536774,0.00027908027,0.00023596571,0.0005825939,0.00027011722],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00080688245,0.0000964549,0.00018973122,0.00017268554,0.0006367521,0.0006048599,0.00035950704,0.00005170529,0.00009791599],"category_scores_gemma":[0.004300559,0.00007108013,0.00002606442,0.0016181364,0.000074798365,0.001310882,0.00014566362,0.00021097016,0.000012808672],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001488736,0.00015181009,0.00024200146,0.000022229266,0.000007850237,3.888412e-8,0.84934473,0.00027904444,0.0000016005251,0.0011552532,0.114530794,0.03411576],"study_design_scores_gemma":[0.00020156823,0.0008430204,0.0031804,0.00019265417,0.0000032467299,4.0168047e-7,0.3815767,0.00009275586,0.000014126332,0.00006986159,0.6137635,0.00006179306],"about_ca_topic_score_codex":0.2108832,"about_ca_topic_score_gemma":0.2961385,"teacher_disagreement_score":0.49923268,"about_ca_system_score_codex":0.0019596394,"about_ca_system_score_gemma":0.0025543717,"threshold_uncertainty_score":0.7943716},"labels":[],"label_agreement":null},{"id":"W185452675","doi":"10.2196/med20.3628","title":"Web 2.0 Applications in Medicine: Trends and Topics in the Literature","year":2015,"lang":"en","type":"article","venue":"Medicine 2 0","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Bibliometrics; Computer science; World Wide Web; Web of science; MEDLINE; Political science","score_opus":0.10850843828566123,"score_gpt":0.45361762821765333,"score_spread":0.34510918993199213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W185452675","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3012023,0.0072191213,0.000008306459,0.60643965,0.0022534367,0.00096229673,0.0000013820826,0.00003543647,0.08187803],"genre_scores_gemma":[0.99134994,0.00074161007,0.00007021285,0.0019140001,0.004844469,0.00060765597,0.000020013464,0.0000053051067,0.0004468209],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989087,0.00027297882,0.00019013652,0.0001233599,0.00033318563,0.00017166308],"domain_scores_gemma":[0.9988049,0.00084273395,0.00004695847,0.00012964864,0.000058851245,0.00011688542],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018349922,0.000058584083,0.00013414283,0.00019705505,0.000092145165,0.000009493224,0.00016783341,0.00008389193,0.000043434204],"category_scores_gemma":[0.0028459176,0.000036667097,0.000005941427,0.0014714103,0.0003600064,0.00006380991,0.000008280861,0.00021443506,0.0000021896778],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000034174673,0.000031237563,0.17858657,0.00001871184,9.359006e-7,0.00000264731,0.7094237,2.0273164e-7,0.0000019578738,0.024094785,0.01804684,0.06978899],"study_design_scores_gemma":[0.00047308754,0.00005026417,0.22197224,0.000100528785,0.0000054108014,8.963445e-7,0.07853047,0.00000656442,1.7546787e-7,0.0050968705,0.6937191,0.000044383432],"about_ca_topic_score_codex":0.0058748554,"about_ca_topic_score_gemma":0.011373602,"teacher_disagreement_score":0.6901476,"about_ca_system_score_codex":0.00010348078,"about_ca_system_score_gemma":0.00016409768,"threshold_uncertainty_score":0.88810635},"labels":[],"label_agreement":null},{"id":"W1863683745","doi":"10.15200/winn.144720.08769","title":"The Quality Checklists for Health Professions Blogs and Podcasts","year":2015,"lang":"en","type":"dataset","venue":"The Winnower","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; University of Saskatchewan; University of Alberta","funders":"","keywords":"Quality (philosophy); Medical education; Process (computing); Computer science; Psychology; World Wide Web; Medicine","score_opus":0.25253022521348367,"score_gpt":0.5476013288526792,"score_spread":0.29507110363919553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1863683745","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006269614,0.002255028,0.0000022759828,0.26583266,0.019902434,0.005637261,0.7054626,0.00004905651,0.00023177222],"genre_scores_gemma":[0.0008922179,0.0047778497,0.00015725226,0.008938709,0.016872946,0.0073925075,0.9579016,0.000064045074,0.0030028934],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966231,0.0015206503,0.0004390848,0.00025415653,0.0006024945,0.00056049146],"domain_scores_gemma":[0.992555,0.005678058,0.00054743077,0.0005926551,0.00036863974,0.0002582154],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.010201141,0.00015537624,0.00027428562,0.000034541914,0.0031234808,0.00010952976,0.0006732914,0.00028370228,0.000030761403],"category_scores_gemma":[0.013825042,0.00009116645,0.000048247988,0.00027043675,0.0007414097,0.00006593156,0.000102942235,0.0004593927,0.000038592916],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019136663,0.000029671226,0.000051948326,0.00006225921,0.0000096562635,3.9262527e-8,0.0153908795,1.4399602e-8,5.7028057e-8,0.0011685304,0.9795888,0.0036790208],"study_design_scores_gemma":[0.00012333375,0.000031809577,0.0016206272,0.000049899547,0.000015612984,2.3989676e-7,0.005801387,2.000398e-7,1.0159026e-7,0.0034126507,0.9888373,0.00010684383],"about_ca_topic_score_codex":0.018765675,"about_ca_topic_score_gemma":0.03299792,"teacher_disagreement_score":0.25689393,"about_ca_system_score_codex":0.00037992015,"about_ca_system_score_gemma":0.003811542,"threshold_uncertainty_score":0.9981743},"labels":[],"label_agreement":null},{"id":"W1875035220","doi":"10.2196/mededu.5063","title":"Undergraduate Medical Students Using Facebook as a Peer-Mentoring Platform: A Mixed-Methods Study","year":2015,"lang":"en","type":"article","venue":"JMIR Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Peer mentoring; Social media; Medical education; Peer-to-peer; Psychology; Medical school; Computer science; Medicine; World Wide Web","score_opus":0.15489328219813409,"score_gpt":0.575004917156625,"score_spread":0.42011163495849096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1875035220","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92919827,0.00014742532,0.00043889313,0.033471826,0.027212046,0.004401023,5.2101444e-7,0.00017898479,0.0049510133],"genre_scores_gemma":[0.9806389,0.00006980639,0.0032770503,0.0019635393,0.0068097124,0.0052354527,0.000022035883,0.00005127692,0.001932178],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.98839766,0.0017545576,0.0006750887,0.00046803907,0.00801829,0.00068635226],"domain_scores_gemma":[0.9946865,0.0012980793,0.00028195893,0.00031405373,0.00063989667,0.0027795138],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01468026,0.00020793521,0.00032803428,0.00021940767,0.0006018146,0.00020050435,0.0010272476,0.00044682695,0.0009871264],"category_scores_gemma":[0.056199186,0.00021136725,0.00006536284,0.0007905957,0.00033867345,0.00040131563,0.00019233242,0.0006376609,0.00026099687],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004243062,0.004060902,0.0992287,0.000047745107,0.000057086385,0.0000091464535,0.33315042,9.883101e-7,0.0000046744694,0.0029798157,0.01669089,0.5437272],"study_design_scores_gemma":[0.0020252527,0.00038522275,0.0278009,0.0003892836,0.00008622258,0.000015746391,0.48257917,0.00023644218,0.000021208616,0.007799697,0.47811314,0.0005476965],"about_ca_topic_score_codex":0.014531056,"about_ca_topic_score_gemma":0.0020068868,"teacher_disagreement_score":0.5431795,"about_ca_system_score_codex":0.0019190627,"about_ca_system_score_gemma":0.027034517,"threshold_uncertainty_score":0.9999261},"labels":[],"label_agreement":null},{"id":"W1880210817","doi":"10.3138/jvme.0315-032r1","title":"Researching Applicants Online in the Veterinary Program Admissions Process: Perceptions, Practices, and Implications for Curricular Change","year":2015,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Social media; Medical education; Perception; Selection (genetic algorithm); Personnel selection; Medicine; Veterinary medicine; Psychology; Political science","score_opus":0.5777748070628311,"score_gpt":0.6343305013992556,"score_spread":0.05655569433642449,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1880210817","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8740139,0.00111525,0.000038189664,0.12158846,0.0011326941,0.0020194692,0.000004712585,0.000014873884,0.00007244137],"genre_scores_gemma":[0.98633575,0.001590694,0.0043953396,0.0010032186,0.0035949848,0.0030363544,0.000025601386,0.0000122973415,0.000005735657],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975946,0.0007880553,0.00046243306,0.00015677766,0.00072384556,0.00027429362],"domain_scores_gemma":[0.9964794,0.0014072234,0.00060495094,0.00014217412,0.0005874073,0.00077885366],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0047450536,0.00008643456,0.00015989556,0.00019261896,0.00038461766,0.00006807665,0.0004168517,0.00013723387,0.000027132877],"category_scores_gemma":[0.04209842,0.000066102475,0.00004104611,0.0005302885,0.00018404648,0.0005667009,0.00002993507,0.0004707722,0.0000011972128],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001382627,0.0030269,0.03758499,0.00016595077,0.0000093326835,0.000005400527,0.09366215,2.9827427e-7,0.00003919639,0.0006734692,0.0033446082,0.86134946],"study_design_scores_gemma":[0.00066717295,0.0024377066,0.41981575,0.00056305836,0.000040038878,0.00036154196,0.13274121,0.00008627437,3.658849e-7,0.0036209316,0.43951064,0.0001553085],"about_ca_topic_score_codex":0.00064279325,"about_ca_topic_score_gemma":0.0001593011,"teacher_disagreement_score":0.86119413,"about_ca_system_score_codex":0.00026516942,"about_ca_system_score_gemma":0.006282418,"threshold_uncertainty_score":0.999351},"labels":[],"label_agreement":null},{"id":"W1889094217","doi":"10.2196/resprot.4864","title":"Twitter-Delivered Behavioral Weight-Loss Interventions: A Pilot Series","year":2015,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":65,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Weight loss; Psychological intervention; Medicine; Intervention (counseling); Social support; Social media; Gerontology; Depression (economics); Social network (sociolinguistics); Physical therapy; Obesity; Psychology; Psychiatry; World Wide Web; Social psychology; Computer science","score_opus":0.8080609942351848,"score_gpt":0.6873209956695435,"score_spread":0.12073999856564133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1889094217","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.044067338,0.000025223842,0.000013283453,0.008762558,0.00042985292,0.939025,0.000009760754,0.00024130922,0.00742569],"genre_scores_gemma":[0.036688793,0.000005363452,0.00051569793,0.000033853983,0.0015452049,0.9589596,0.000007816474,0.000024956526,0.0022187526],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99431944,0.0022358925,0.00040793576,0.00034896468,0.001693819,0.0009939506],"domain_scores_gemma":[0.99695283,0.0005191038,0.00012266888,0.0003738628,0.0012703784,0.0007611642],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0056969477,0.0001225577,0.00019398311,0.00026184632,0.0008588127,0.00028099061,0.0006821329,0.000149709,0.0004482813],"category_scores_gemma":[0.002957367,0.00012407682,0.00008705175,0.0010587204,0.000985221,0.0007268555,0.00017894625,0.0006022639,0.000531235],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023024587,0.008793154,0.23746498,0.0014822425,0.00003890596,0.00008452521,0.34728542,7.3985046e-7,0.00013768628,0.038932618,0.26730493,0.09617234],"study_design_scores_gemma":[0.0011186211,0.0020816398,0.011587434,0.0010308845,0.0000020766445,0.0000017742707,0.017182631,7.78476e-7,0.00011463736,0.007550982,0.9591375,0.00019106655],"about_ca_topic_score_codex":0.005956112,"about_ca_topic_score_gemma":0.0020786077,"teacher_disagreement_score":0.69183254,"about_ca_system_score_codex":0.0011746421,"about_ca_system_score_gemma":0.0019364303,"threshold_uncertainty_score":0.9003899},"labels":[],"label_agreement":null},{"id":"W1904206872","doi":"10.2196/publichealth.3953","title":"Using Twitter to Measure Public Discussion of Diseases: A Case Study","year":2015,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute","keywords":"Disease; Ambiguity; Population; Medicine; Demography; Psychology; Computer science; Environmental health; Pathology; Sociology","score_opus":0.3364842578229236,"score_gpt":0.47082617989883097,"score_spread":0.13434192207590734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1904206872","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9333116,0.00040494057,0.00012867164,0.061227832,0.0015707293,0.0030349859,0.000011034029,0.000067159504,0.00024304248],"genre_scores_gemma":[0.9974386,0.000015455946,0.00021353683,0.0011395575,0.00062673807,0.000510556,0.0000055310065,0.000015077109,0.000034920813],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99582344,0.0019174329,0.0004703602,0.00033826605,0.0007431382,0.000707385],"domain_scores_gemma":[0.99562144,0.0004274344,0.00023363039,0.0002683313,0.00055805634,0.0028911293],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0045352997,0.00012714544,0.00035177876,0.00020401098,0.0006021894,0.00012361596,0.00017098735,0.00008547274,0.000013907065],"category_scores_gemma":[0.007363043,0.00009820328,0.00003108103,0.0011347001,0.00014567611,0.00032034845,0.000060424984,0.00013962222,0.000004632515],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013269057,0.00027543653,0.82078373,0.00005579828,0.0000050375916,0.000010849341,0.14775263,3.5338698e-7,2.652245e-7,0.00009946384,0.0024680477,0.028535089],"study_design_scores_gemma":[0.0013014285,0.0006669072,0.22422555,0.000035462752,0.0000019275292,0.000035237892,0.55074406,0.00010097864,4.919941e-8,0.00014897616,0.22236116,0.00037826248],"about_ca_topic_score_codex":0.01604309,"about_ca_topic_score_gemma":0.010166559,"teacher_disagreement_score":0.5965582,"about_ca_system_score_codex":0.00047905775,"about_ca_system_score_gemma":0.006163706,"threshold_uncertainty_score":0.9994704},"labels":[],"label_agreement":null},{"id":"W1908182975","doi":"10.2196/jmir.4639","title":"Twitter-Based Journal Clubs: Additional Facts and Clarifications","year":2015,"lang":"en","type":"letter","venue":"Journal of Medical Internet Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"World Wide Web; Computer science; Internet privacy; Data science","score_opus":0.4314378080009387,"score_gpt":0.5540237273628492,"score_spread":0.12258591936191049,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1908182975","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0026959672,0.0011041204,0.00016807526,0.98622346,0.0074270135,0.00045248217,0.00005544685,0.000012295713,0.0018611397],"genre_scores_gemma":[0.022845322,0.006350997,0.0031066407,0.61824197,0.33794466,0.00038363217,0.0006786074,0.00021195029,0.010236195],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9807635,0.004579302,0.0011564884,0.00026104442,0.012355306,0.00088434044],"domain_scores_gemma":[0.9763674,0.01577101,0.00090118434,0.00021363125,0.00501962,0.0017271339],"candidate_categories":["metaresearch","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.02582021,0.00019144954,0.0005071163,0.0011057002,0.0005014132,0.00055192085,0.0017661512,0.0020762072,0.019741017],"category_scores_gemma":[0.0861723,0.00016134369,0.00017977704,0.00056529907,0.0019839446,0.00028792862,0.000111006004,0.015799804,0.00013824098],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026169613,0.00009676946,0.00017255249,0.00006387951,0.000053885575,0.00043264573,0.006996368,1.469647e-7,3.5549368e-7,0.00014674543,0.98445684,0.007553616],"study_design_scores_gemma":[0.000427995,0.00029177344,0.00033920738,0.0010008276,0.000024894689,0.00019371248,0.0026997512,0.000029236991,0.0000017576588,0.0030964315,0.9917617,0.00013275378],"about_ca_topic_score_codex":0.0014767143,"about_ca_topic_score_gemma":0.00031113168,"teacher_disagreement_score":0.36798146,"about_ca_system_score_codex":0.0016520744,"about_ca_system_score_gemma":0.02237137,"threshold_uncertainty_score":0.9992193},"labels":[],"label_agreement":null},{"id":"W1912075355","doi":"10.1111/1742-6723.12184","title":"Fit for the future? The relevance of <i><scp>E</scp>mergency <scp>M</scp>edicine <scp>A</scp>ustralasia</i> to current and prospective emergency medicine trainees","year":2014,"lang":"en","type":"article","venue":"Emergency Medicine Australasia","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Australian Research Council Centre of Excellence for Mathematical and Statistical Frontiers; Australasian College for Emergency Medicine","keywords":"Medicine; Publishing; Milestone; Workforce; Journal club; Relevance (law); Emergency department; Medical education; Curriculum; Quarter (Canadian coin); Public relations; Nursing","score_opus":0.06928580392915969,"score_gpt":0.3921444869697106,"score_spread":0.32285868304055093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1912075355","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7478938,0.046923418,0.0016958939,0.0627644,0.10306166,0.01558563,0.00012043987,0.0004509981,0.021503743],"genre_scores_gemma":[0.8391078,0.0721679,0.00044836817,0.0005525319,0.06291341,0.0057331338,0.00009628165,0.0002725261,0.018708047],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9904282,0.0008515002,0.0027983482,0.0013861551,0.0024219814,0.0021138196],"domain_scores_gemma":[0.98113,0.013171026,0.001557649,0.0012401429,0.0016271924,0.0012740041],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0059058317,0.0009899344,0.0014240574,0.00043944616,0.0018905817,0.000018526287,0.0017405509,0.00049333,0.00061916624],"category_scores_gemma":[0.07704331,0.00064970617,0.0003499459,0.003595556,0.0019010254,0.00042930417,0.00013682811,0.0012762306,0.000048657792],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000122272495,0.00024656646,0.054736435,0.0005758176,0.0001706464,9.3294807e-7,0.16630633,0.000025929025,0.0005804257,0.011159741,0.7560852,0.010099742],"study_design_scores_gemma":[0.0011157759,0.001245874,0.14504577,0.00040227475,0.0005282403,0.0000043936675,0.10024727,0.000068717694,0.00018967286,0.005512422,0.7455127,0.0001268504],"about_ca_topic_score_codex":0.002834735,"about_ca_topic_score_gemma":0.003438913,"teacher_disagreement_score":0.09121398,"about_ca_system_score_codex":0.00027960198,"about_ca_system_score_gemma":0.00051796174,"threshold_uncertainty_score":0.9995954},"labels":[],"label_agreement":null},{"id":"W1917811855","doi":"10.4300/jgme-d-14-00728.1","title":"A Systematic Review and Qualitative Analysis to Determine Quality Indicators forHealth Professions Education Blogs and Podcasts","year":2015,"lang":"en","type":"review","venue":"Journal of Graduate Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":94,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan; McMaster Divinity College; Western University","funders":"","keywords":"Credibility; Medical education; Mainstream; Quality (philosophy); Qualitative research; Content analysis; Systematic review; MEDLINE; Psychology; Computer science; Medicine; Sociology; Political science; Social science","score_opus":0.3498723243696323,"score_gpt":0.6286266132982988,"score_spread":0.27875428892866655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1917811855","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00083207333,0.96708167,0.0000357944,0.022487681,0.004094621,0.0053696977,0.000010856121,0.000015065064,0.00007253918],"genre_scores_gemma":[0.000239609,0.99457043,0.00074204657,0.0015861696,0.0011485696,0.0015138742,0.000052686948,0.00002774711,0.000118851465],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9853303,0.008694898,0.0031519027,0.0003783952,0.00205488,0.00038964872],"domain_scores_gemma":[0.9854247,0.004867602,0.005137217,0.00034029112,0.001631458,0.0025987492],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.02444867,0.00034040032,0.0036167193,0.0016019039,0.00039496899,0.0000757737,0.00046881323,0.00045670054,0.00004674766],"category_scores_gemma":[0.10596896,0.00025604293,0.0003267244,0.00362895,0.00032634474,0.00027851752,0.000063836385,0.0009278259,0.000010112703],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000033284016,0.00035905215,0.000051729687,0.3623253,0.00038962803,5.2071243e-7,0.07686025,3.1569325e-9,2.6461073e-9,0.000748469,0.0032324125,0.5560293],"study_design_scores_gemma":[0.00020378928,0.00026586192,0.00042979335,0.6046242,0.028756013,0.00007330142,0.0724281,7.005665e-7,1.7646174e-8,0.0017192931,0.2908629,0.000636023],"about_ca_topic_score_codex":0.0015918968,"about_ca_topic_score_gemma":0.0005634845,"teacher_disagreement_score":0.5553933,"about_ca_system_score_codex":0.0013313465,"about_ca_system_score_gemma":0.044492904,"threshold_uncertainty_score":0.99998915},"labels":[],"label_agreement":null},{"id":"W1923403374","doi":"10.5195/ijms.2014.86","title":"Social Media Etiquette for the Modern Medical Student:A Narrative Review","year":2014,"lang":"en","type":"article","venue":"International Journal of Medical Students","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"University of Ottawa","keywords":"Etiquette; Social media; Socialization; Narrative; Confidentiality; Affect (linguistics); Psychology; Misconduct; Medical education; Creativity; Public relations; Internet privacy; Social psychology; Political science; Medicine; Law; Computer science","score_opus":0.11048714035064014,"score_gpt":0.5604455555031645,"score_spread":0.44995841515252444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1923403374","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.048455954,0.005454182,0.0061359503,0.90643543,0.031370584,0.0012129456,0.000005375766,0.000029383818,0.0009001919],"genre_scores_gemma":[0.90420264,0.027377598,0.0001757556,0.034880754,0.03283622,0.00041100936,0.000009656782,0.00002956464,0.00007681811],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98134243,0.00082392216,0.00090073555,0.00015604596,0.016472066,0.0003047806],"domain_scores_gemma":[0.98576605,0.01131207,0.00074446626,0.000093968956,0.0015055387,0.0005778876],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.018376697,0.00012312978,0.00034847544,0.00007783393,0.000477448,0.00015259552,0.005036465,0.00025473625,0.00094016467],"category_scores_gemma":[0.06698942,0.00008530301,0.0002222178,0.00016476879,0.0004621614,0.000163689,0.00017437075,0.00065750943,0.000015328304],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009839542,0.00071326335,0.011187601,0.00008464873,0.0005856678,0.000026042639,0.19554561,8.7859416e-7,9.36815e-7,0.016308418,0.12926388,0.6461846],"study_design_scores_gemma":[0.0030282543,0.00012781833,0.03707276,0.002461485,0.00017131444,0.000027778648,0.011688836,0.00015428591,0.0000029247387,0.009761389,0.9352572,0.00024592798],"about_ca_topic_score_codex":0.00019286104,"about_ca_topic_score_gemma":0.0007610215,"teacher_disagreement_score":0.8715547,"about_ca_system_score_codex":0.00036476547,"about_ca_system_score_gemma":0.001262388,"threshold_uncertainty_score":0.9999731},"labels":[],"label_agreement":null},{"id":"W1929540822","doi":"","title":"Social Media and Public Health: A Cross Canada Study of Public Health Practitioners","year":2014,"lang":"en","type":"article","venue":"2014 National Conference on Health Communication, Marketing, and Media (August 19-21)","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Public health; Social media; Health promotion; Public relations; Political science; Environmental health; Medicine; Nursing","score_opus":0.22316484616138957,"score_gpt":0.4302669612456717,"score_spread":0.20710211508428214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1929540822","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28795904,0.0029023509,0.00007810019,0.6984208,0.0022508982,0.003400321,0.0001397621,0.00015194123,0.004696776],"genre_scores_gemma":[0.9809935,0.011015002,0.00054425746,0.0057516214,0.0007084782,0.0005783417,0.0003337164,0.00003153507,0.00004351833],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9851977,0.009537011,0.0014535568,0.0005904738,0.0021675972,0.0010536497],"domain_scores_gemma":[0.97490615,0.017702255,0.0024495332,0.0005370979,0.0025646621,0.0018402855],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.02791171,0.00028333772,0.0006775607,0.00039912967,0.0037797797,0.00024277257,0.0006815066,0.00019745185,0.00022726323],"category_scores_gemma":[0.048892103,0.00031928509,0.000039601637,0.00070370745,0.00090758706,0.0004994173,0.00014047111,0.0006841139,0.0000042357183],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012043478,0.0014836797,0.12612586,0.00081132166,0.00007255932,2.5844435e-7,0.30071443,0.0000011722292,7.150479e-7,0.24667116,0.14190923,0.18208918],"study_design_scores_gemma":[0.0014619962,0.0002446279,0.60875976,0.00014750709,0.0000063529533,0.000001992488,0.08599363,0.0000903136,1.5150405e-7,0.0030013693,0.29995722,0.0003350669],"about_ca_topic_score_codex":0.53185034,"about_ca_topic_score_gemma":0.8619085,"teacher_disagreement_score":0.69303447,"about_ca_system_score_codex":0.001957074,"about_ca_system_score_gemma":0.035479587,"threshold_uncertainty_score":0.9999259},"labels":[],"label_agreement":null},{"id":"W1929927246","doi":"10.4300/jgme-d-15-00070.1","title":"Creating a Virtual Journal Club: A Community of Practice Using Multiple Social Media Strategies","year":2015,"lang":"en","type":"article","venue":"Journal of Graduate Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University Medical Centre; McMaster Divinity College","funders":"","keywords":"Journal club; Social media; Club; Medical education; Digital media; Psychological intervention; Public relations; Computer science; World Wide Web; Medicine; Political science; Nursing","score_opus":0.360019818054165,"score_gpt":0.5107140710590723,"score_spread":0.1506942530049073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1929927246","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9665889,0.0003511025,0.00097249757,0.016778702,0.013874268,0.00022842284,0.0000013174141,0.000012716703,0.0011920688],"genre_scores_gemma":[0.98575026,0.00024081001,0.005284192,0.00031716548,0.00837274,0.000009574245,0.0000034922618,0.000016313315,0.000005463812],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9917014,0.003941485,0.0011878996,0.00008245778,0.0027556065,0.00033111317],"domain_scores_gemma":[0.9827911,0.008945294,0.002671095,0.00011925211,0.004422204,0.0010510441],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.016143477,0.00012687327,0.00039658629,0.00028183477,0.0010266042,0.00013799121,0.00051527633,0.0002471664,0.00006223623],"category_scores_gemma":[0.25863042,0.000118041775,0.00012630803,0.0006427668,0.0006447093,0.001396031,0.00003847223,0.0016778434,0.0000031386096],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019842168,0.0015388484,0.0035481337,0.000040025396,0.000055722758,0.0000068167656,0.84175926,0.000023871977,0.000052210355,0.0043306127,0.0049440963,0.14350195],"study_design_scores_gemma":[0.0009966552,0.00028877155,0.0077732713,0.00038030968,0.00014184527,0.00018272255,0.97288156,0.0001696278,0.000024721885,0.008223596,0.008785772,0.00015112328],"about_ca_topic_score_codex":0.0074908296,"about_ca_topic_score_gemma":0.0011213953,"teacher_disagreement_score":0.24248697,"about_ca_system_score_codex":0.00095001113,"about_ca_system_score_gemma":0.03685176,"threshold_uncertainty_score":0.9991184},"labels":[],"label_agreement":null},{"id":"W1939808263","doi":"10.1155/2005/326314","title":"Update on the British Columbia Thoracic Society’s Annual Case Challenge","year":2005,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Burnaby Hospital; Eagle Ridge Hospital","funders":"","keywords":"Medicine; Attendance; Columbia university; Accreditation; General partnership; Library science; Management; Media studies; Law; Medical education; Sociology; Political science","score_opus":0.09291441429731852,"score_gpt":0.3688342177130077,"score_spread":0.27591980341568917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1939808263","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9338023,0.0017159318,0.000002395736,0.05105807,0.0036615648,0.00064796186,0.000062384155,0.000037416634,0.009011986],"genre_scores_gemma":[0.9615899,0.00050017657,0.00011470305,0.02551292,0.011484153,0.0001399431,0.0000013562941,0.000035046483,0.0006218403],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975451,0.00071263965,0.00030911792,0.00019614925,0.00046217744,0.00077477185],"domain_scores_gemma":[0.9973702,0.0005210465,0.00017089157,0.00018704415,0.00032009542,0.0014307472],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0027947263,0.00009091009,0.00013402446,0.000051548443,0.0081753535,0.0014440311,0.0003699212,0.00021139192,0.0023972287],"category_scores_gemma":[0.0014495786,0.000119725104,0.00011825969,0.00033694514,0.00036012396,0.00032157585,0.0000102744225,0.0008123473,0.00020375817],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000025610088,0.000036126046,0.0057186396,0.000006446331,0.000023414741,0.0008904115,0.026298977,0.0000041065778,5.696381e-7,0.00090962683,0.56655335,0.39955577],"study_design_scores_gemma":[0.000094642295,0.000042118816,0.003958935,0.00003824996,0.000009627615,0.00022997879,0.018063562,0.0000030627486,6.434995e-7,0.00036315946,0.97705716,0.00013883835],"about_ca_topic_score_codex":0.6051883,"about_ca_topic_score_gemma":0.9955911,"teacher_disagreement_score":0.41050383,"about_ca_system_score_codex":0.0019432042,"about_ca_system_score_gemma":0.006197721,"threshold_uncertainty_score":0.99959254},"labels":[],"label_agreement":null},{"id":"W1940896910","doi":"10.1055/s-0038-1638732","title":"Experience in the Use of Social Media in Medical and Health Education","year":2011,"lang":"en","type":"article","venue":"Yearbook of Medical Informatics","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":59,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Canadian Institutes of Health Research; Aristotle University of Thessaloniki; University of Auckland","keywords":"Social media; Value (mathematics); Public relations; Medical education; Psychology; Sociology; Medicine; Computer science; Political science; World Wide Web","score_opus":0.40078170790812034,"score_gpt":0.4834521461720552,"score_spread":0.08267043826393483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1940896910","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9858667,0.00014494293,0.0000353367,0.0095084105,0.001038077,0.00058576243,0.000001367847,0.000009209559,0.0028101397],"genre_scores_gemma":[0.99537945,0.0009278837,0.0013594301,0.0019309344,0.00026544335,0.00012588671,0.0000036035133,0.0000042200327,0.0000031634731],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99711937,0.0002773148,0.00076164724,0.000051399144,0.0015747634,0.00021549918],"domain_scores_gemma":[0.9980017,0.0013885,0.0002662913,0.00009225377,0.000059102134,0.00019216542],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038045133,0.000054327007,0.00019223779,0.00012840045,0.00006429749,0.000008361513,0.00034632962,0.00021088248,0.00028315536],"category_scores_gemma":[0.007965898,0.000044067987,0.0000177729,0.00037052797,0.00080682425,0.00023026513,0.000037519854,0.00028001505,0.0000026516475],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000039311153,0.00012658355,0.011527262,0.000086254695,9.621283e-7,3.8958092e-7,0.86556363,2.2323762e-8,5.0575238e-8,0.02423712,0.0006150867,0.09783869],"study_design_scores_gemma":[0.00066699996,0.00008116231,0.3641093,0.00072119734,0.0000052889864,0.0000035201217,0.5910626,0.00036019337,0.00001073797,0.0021809766,0.040636845,0.000161172],"about_ca_topic_score_codex":0.010315092,"about_ca_topic_score_gemma":0.009212381,"teacher_disagreement_score":0.35258207,"about_ca_system_score_codex":0.00008445537,"about_ca_system_score_gemma":0.0031122197,"threshold_uncertainty_score":0.9962753},"labels":[],"label_agreement":null},{"id":"W1946581526","doi":"10.1007/s11899-015-0286-x","title":"Social Media and the Practicing Hematologist: Twitter 101 for the Busy Healthcare Provider","year":2015,"lang":"en","type":"review","venue":"Current Hematologic Malignancy Reports","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":51,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Cancer Institute; Aurora Research Institute; American Association for Cancer Research","keywords":"Social media; Microblogging; Workflow; Public relations; Internet privacy; Hematologist; Health care; Medicine; Medical education; World Wide Web; Computer science; Internal medicine; Political science","score_opus":0.4678624804527811,"score_gpt":0.5264026431069447,"score_spread":0.05854016265416362,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1946581526","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000023588453,0.94861126,0.00004816282,0.020844512,0.016686322,0.013339873,0.000011611113,0.00015212371,0.00028252037],"genre_scores_gemma":[0.0006590991,0.9775695,0.00010667268,0.00016523094,0.0034581022,0.017856581,0.00007410988,0.00006070039,0.000050007362],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99273866,0.002233037,0.002019076,0.0009343147,0.0010400842,0.0010348017],"domain_scores_gemma":[0.9740028,0.020407813,0.003875738,0.00068113767,0.00073663366,0.00029590857],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.008693935,0.0005946799,0.002567715,0.00011572379,0.0023825716,0.00024389032,0.000584613,0.00077600934,0.000026603626],"category_scores_gemma":[0.035359237,0.00031653498,0.0005414609,0.0006504477,0.0018134092,0.00018059036,0.00018560431,0.0009891063,0.000012700553],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018669394,0.00008273957,0.00039298664,0.025369355,0.00008880107,0.000047597397,0.03845412,1.861996e-8,1.2953659e-9,0.04998305,0.028904796,0.85665786],"study_design_scores_gemma":[0.00022261696,0.000011493911,0.000009147038,0.0039017787,0.00074280985,0.00039415347,0.0050025275,8.6290385e-7,6.333309e-8,0.01960693,0.9697535,0.00035411227],"about_ca_topic_score_codex":0.00072109874,"about_ca_topic_score_gemma":0.00056876044,"teacher_disagreement_score":0.9408487,"about_ca_system_score_codex":0.0005022519,"about_ca_system_score_gemma":0.0045071547,"threshold_uncertainty_score":0.99992865},"labels":[],"label_agreement":null},{"id":"W1946755057","doi":"10.5489/cuaj.3014","title":"Novel survey disseminated through Twitter supports its utility for networking, disseminating research, advocacy, clinical practice and other professional goals","year":2015,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":61,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Dissemination; Information Dissemination; Clinical Practice; Social media; Computer-assisted web interviewing; Medical education; Public relations; Perception; Medicine; Psychology; Political science; Family medicine; Business; World Wide Web; Computer science","score_opus":0.4184472557539441,"score_gpt":0.5412205973658508,"score_spread":0.12277334161190673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1946755057","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8586383,0.00075541117,0.00024051232,0.11683816,0.015394949,0.0024867984,0.00010448524,0.000056968747,0.005484416],"genre_scores_gemma":[0.9884497,0.000105891464,0.0013493065,0.0042388295,0.0050512627,0.00018563839,0.000037012403,0.000021986747,0.00056036783],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.991365,0.0052206237,0.0007989021,0.0003748266,0.0011078902,0.0011327132],"domain_scores_gemma":[0.96791965,0.026529174,0.0007610045,0.00010891752,0.00306029,0.0016209551],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.05009637,0.00014268393,0.0003182422,0.00010329937,0.0017965058,0.00026201285,0.00029100792,0.00066860253,0.00015152407],"category_scores_gemma":[0.255351,0.00012961583,0.00007942299,0.0005721057,0.0002722153,0.00045372677,0.00004101835,0.0012933443,0.000015457159],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007384264,0.00012666816,0.8815227,0.00000452581,0.000026681084,0.0000040762334,0.0136643695,5.996088e-7,0.0000012257154,0.0004704162,0.09884913,0.0052557657],"study_design_scores_gemma":[0.0003241634,0.00010705281,0.5185997,0.000023625731,0.000015015025,0.0000066040507,0.005981427,0.000054171112,6.215872e-7,0.001672429,0.47310355,0.00011165458],"about_ca_topic_score_codex":0.03168902,"about_ca_topic_score_gemma":0.023352148,"teacher_disagreement_score":0.37425444,"about_ca_system_score_codex":0.0015412492,"about_ca_system_score_gemma":0.00556707,"threshold_uncertainty_score":0.999503},"labels":[],"label_agreement":null},{"id":"W1953582401","doi":"10.3148/cjdpr-2015-032","title":"Use of an Experiential Learning Assignment to Prepare Future Health Professionals to Utilize Social Media for Nutrition Communications","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Dietetic Practice and Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Social media; Credibility; Curriculum; Hyperlink; Medical education; Dissemination; Public relations; Experiential learning; Health education; Psychology; Medicine; Public health; Pedagogy; World Wide Web; Computer science; Nursing; Political science; Web page","score_opus":0.5726315411537447,"score_gpt":0.5939013340751279,"score_spread":0.0212697929213832,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1953582401","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41421205,0.0021958512,0.00010855591,0.5769273,0.0030934662,0.0031933747,0.000050419512,0.0000073914243,0.00021160117],"genre_scores_gemma":[0.98390585,0.000454629,0.0121127125,0.0006809034,0.0024093492,0.00037096304,0.000012084278,0.000014070377,0.000039453647],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9955937,0.0026681332,0.00037245115,0.00012380946,0.0008092473,0.00043260655],"domain_scores_gemma":[0.990437,0.00447835,0.00026494823,0.0001489213,0.0026389654,0.0020318616],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0079395985,0.000057507703,0.00018520861,0.00035333284,0.0014336299,0.000121588884,0.00031689,0.00010582146,0.0000195454],"category_scores_gemma":[0.04646014,0.000057343612,0.000030438125,0.0005061532,0.00024215927,0.0005655809,0.00003567973,0.00040003812,0.000001481995],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026920545,0.0003045341,0.00038597893,0.00008173318,0.000022297501,0.0000028077586,0.8777658,0.0000033983679,0.000040020794,0.0025494497,0.040874705,0.07770008],"study_design_scores_gemma":[0.00020562699,0.00055796374,0.00093657104,0.00013285321,0.0000086746595,0.000001919746,0.43459994,0.0000057605116,0.000018556715,0.00021356351,0.5632723,0.000046261426],"about_ca_topic_score_codex":0.014005732,"about_ca_topic_score_gemma":0.07937219,"teacher_disagreement_score":0.5762464,"about_ca_system_score_codex":0.0007029859,"about_ca_system_score_gemma":0.011074426,"threshold_uncertainty_score":0.99986637},"labels":[],"label_agreement":null},{"id":"W1954337176","doi":"10.2196/mededu.4434","title":"Maintaining a Twitter Feed to Advance an Internal Medicine Residency Program’s Educational Mission","year":2015,"lang":"en","type":"article","venue":"JMIR Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medical education; Medicine","score_opus":0.09797276826967462,"score_gpt":0.5218696368410144,"score_spread":0.4238968685713398,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1954337176","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44839412,0.0002839735,0.00015944826,0.5042422,0.01811361,0.003066751,6.878249e-7,0.00021913738,0.025520125],"genre_scores_gemma":[0.94249284,0.0000634898,0.010518822,0.012801212,0.026144123,0.005151912,0.000117146985,0.000046779922,0.0026636855],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99599,0.0006186327,0.0005351941,0.00045305598,0.0018787266,0.00052440533],"domain_scores_gemma":[0.9951672,0.0007367469,0.00021067182,0.00029989207,0.0007539997,0.0028314884],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002605172,0.00016505738,0.00021900581,0.00026288687,0.00036321953,0.00006273018,0.0005483659,0.00024857977,0.0024266967],"category_scores_gemma":[0.036319513,0.00015601676,0.00003338671,0.0008072207,0.0003664328,0.00046372286,0.00004431239,0.0003923357,0.00022079995],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009056489,0.0014977936,0.04122166,0.000044041895,0.000007760992,0.0000016846603,0.3016499,0.00000124964,0.00002365138,0.030804966,0.20013668,0.42452005],"study_design_scores_gemma":[0.000624163,0.00061340694,0.12524746,0.0008834244,0.000016072088,0.000009555592,0.0983509,0.00005247407,0.000010572695,0.027002608,0.7468483,0.00034106293],"about_ca_topic_score_codex":0.009309099,"about_ca_topic_score_gemma":0.0012729958,"teacher_disagreement_score":0.5467116,"about_ca_system_score_codex":0.0011262076,"about_ca_system_score_gemma":0.017688178,"threshold_uncertainty_score":0.9984852},"labels":[],"label_agreement":null},{"id":"W1959849520","doi":"10.1111/j.1365-2214.2011.01326.x","title":"Facebook: an effective tool for participant retention in longitudinal research","year":2011,"lang":"en","type":"article","venue":"Child Care Health and Development","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":100,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Max Bell Foundation","keywords":"Psychology; Computer science","score_opus":0.5276337505707769,"score_gpt":0.5117772599288725,"score_spread":0.01585649064190442,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1959849520","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9871464,0.0011767765,0.00013091779,0.0011022541,0.0013292341,0.007596131,0.000002842965,0.0000417588,0.0014736991],"genre_scores_gemma":[0.9894191,0.00020672021,0.0030758495,0.00023461088,0.000249939,0.0067688664,0.000024710276,0.000009204296,0.000011024315],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9979503,0.000521837,0.0002920553,0.00029013318,0.0003055885,0.0006400749],"domain_scores_gemma":[0.9987802,0.0004196401,0.00006827862,0.000088805915,0.00023652075,0.00040658476],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032147898,0.00007474521,0.00015533282,0.00013851999,0.0012202029,0.000025503707,0.00008309965,0.00008907518,0.000021483882],"category_scores_gemma":[0.001028589,0.000077027384,0.000013404946,0.00020289976,0.00012740793,0.0001226424,0.000021111362,0.00017621716,0.000009846877],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046940117,0.000047753823,0.11040153,0.00015860963,0.0000025719978,4.21515e-7,0.5230926,4.7442878e-8,2.1324807e-7,0.0019029868,0.000058874935,0.36428744],"study_design_scores_gemma":[0.00037445955,0.00028239624,0.87954515,0.00014322002,0.0000015689604,3.217951e-7,0.08745399,0.000001914198,0.00004464157,0.0003999209,0.031644847,0.00010756718],"about_ca_topic_score_codex":0.0057628076,"about_ca_topic_score_gemma":0.017178897,"teacher_disagreement_score":0.76914364,"about_ca_system_score_codex":0.0007283578,"about_ca_system_score_gemma":0.001985176,"threshold_uncertainty_score":0.95862275},"labels":[],"label_agreement":null},{"id":"W1964667028","doi":"10.1007/s12553-013-0068-1","title":"Creating health awareness: a social media enabled collaboration","year":2014,"lang":"en","type":"article","venue":"Health and Technology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":56,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; McGill University","funders":"","keywords":"Enabling; Social media; Public relations; Context (archaeology); Health care; Internet privacy; Knowledge management; Business; Political science; Psychology; Computer science; World Wide Web","score_opus":0.06090329656852079,"score_gpt":0.4121413032760272,"score_spread":0.35123800670750643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1964667028","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.513269,0.002706568,0.0003589259,0.47528988,0.004023544,0.0016800367,0.000007856375,0.0007601833,0.0019039735],"genre_scores_gemma":[0.9923374,0.0010875126,0.0015756931,0.0028006632,0.0016030312,0.000534936,0.000025558636,0.000016048974,0.000019155364],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99794173,0.00051754876,0.00037963365,0.0002681523,0.00024140121,0.00065152807],"domain_scores_gemma":[0.99782705,0.0011597401,0.00033995372,0.00011645263,0.00020192254,0.0003548682],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0017613517,0.00009706981,0.00031527024,0.00027169756,0.002545526,0.00003857733,0.00012580011,0.000289886,0.000020869911],"category_scores_gemma":[0.009225491,0.00010874357,0.000013273582,0.0012716386,0.00035696503,0.00010558756,0.000024912812,0.0002257847,0.000012537407],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010361881,0.000054342174,0.028137378,0.00018259652,0.0000037338298,2.0963266e-7,0.13424748,7.178773e-8,0.0000052893847,0.4148754,0.0030456402,0.4194375],"study_design_scores_gemma":[0.0010042193,0.00047228893,0.012939601,0.00012636288,0.0000062434738,0.0000024763112,0.15289538,0.00007261504,0.000021940008,0.06225531,0.76988757,0.00031599568],"about_ca_topic_score_codex":0.006205209,"about_ca_topic_score_gemma":0.021085525,"teacher_disagreement_score":0.76684195,"about_ca_system_score_codex":0.00042588235,"about_ca_system_score_gemma":0.0043918947,"threshold_uncertainty_score":0.99912024},"labels":[],"label_agreement":null},{"id":"W1965323342","doi":"10.1007/s11606-014-2796-y","title":"Capsule Commentary on Rocha et al., Opinions of Students from a Brazilian Medical School on Online Professionalism","year":2014,"lang":"en","type":"letter","venue":"Journal of General Internal Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Medical education","score_opus":0.1218260146945982,"score_gpt":0.5078868800862961,"score_spread":0.3860608653916979,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1965323342","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07538174,0.00048258077,0.000029368537,0.8919611,0.030950544,0.00055485487,0.000097481665,0.0000137080015,0.00052861817],"genre_scores_gemma":[0.0063732252,0.0012066741,0.0002677528,0.92379653,0.0671145,0.000038557748,0.00042768026,0.00005173572,0.0007233687],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98956233,0.002046678,0.001848758,0.00034300218,0.0057202326,0.0004789698],"domain_scores_gemma":[0.9924201,0.003459706,0.0023063477,0.000336318,0.0006509933,0.00082657655],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0031674525,0.0003705982,0.0011707373,0.0005306935,0.00020182911,0.000027139593,0.0017374603,0.0007518547,0.0031209425],"category_scores_gemma":[0.011365738,0.00027303112,0.00025827193,0.0002320749,0.00056543935,0.00012692911,0.00011134074,0.0051310468,0.000027684808],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014103681,0.00040427363,0.002231558,0.00004251252,0.00021306389,0.00015497427,0.004350057,0.0000018015908,0.000040093848,0.000057781963,0.9905272,0.001835641],"study_design_scores_gemma":[0.0018225325,0.0013441588,0.0076801046,0.00923139,0.000100638994,0.000016132879,0.0009873916,0.000011568343,0.000028523178,0.0006161616,0.97795534,0.00020604636],"about_ca_topic_score_codex":0.029199338,"about_ca_topic_score_gemma":0.00095235225,"teacher_disagreement_score":0.069008514,"about_ca_system_score_codex":0.00080726785,"about_ca_system_score_gemma":0.00152864,"threshold_uncertainty_score":0.99997216},"labels":[],"label_agreement":null},{"id":"W1965964177","doi":"10.2196/jmir.2012","title":"Can Tweets Predict Citations? Metrics of Social Impact Based on Twitter and Correlation with Traditional Metrics of Scientific Impact","year":2011,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1121,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; JMIR Publications; University of Toronto","funders":"","keywords":"Altmetrics; Social media; Microblogging; Ranking (information retrieval); Impact factor; Citation; Bibliometrics; Marketing buzz; Computer science; Citation impact; Data science; Information retrieval; World Wide Web; Political science","score_opus":0.4018375767833977,"score_gpt":0.5246614065062699,"score_spread":0.1228238297228722,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1965964177","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9936848,0.000088022214,0.0005396689,0.003170786,0.0009946227,0.0003603275,0.000023595836,0.000004370998,0.0011337954],"genre_scores_gemma":[0.9989645,0.00003524844,0.00036695867,0.00003001319,0.0005392284,0.000014247448,0.000009934858,0.0000103165885,0.000029543204],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.991939,0.0011625731,0.000658525,0.00015645903,0.0057257004,0.0003577328],"domain_scores_gemma":[0.9902281,0.006343578,0.0005851034,0.000099649944,0.0021546332,0.0005888994],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.014264725,0.00009385052,0.00030608475,0.0019647917,0.00022175281,0.00006419365,0.00045126985,0.00023968273,0.0016520557],"category_scores_gemma":[0.02335755,0.00006725945,0.000124162,0.0027483765,0.001709166,0.00021265793,0.0000259693,0.0009106868,0.000002055258],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015821491,0.0021895987,0.7726246,0.00021462282,0.0002964544,0.0000370472,0.1556212,0.000026524605,0.00006488363,0.004935497,0.034639027,0.027768383],"study_design_scores_gemma":[0.001394173,0.0036723143,0.97983485,0.0004178431,0.000056918077,0.000011152699,0.00738232,0.0042306283,0.0002609953,0.0022954226,0.00032589826,0.00011746817],"about_ca_topic_score_codex":0.004928419,"about_ca_topic_score_gemma":0.0003834677,"teacher_disagreement_score":0.20721026,"about_ca_system_score_codex":0.00068641827,"about_ca_system_score_gemma":0.0049030455,"threshold_uncertainty_score":0.99926054},"labels":[],"label_agreement":null},{"id":"W1967819751","doi":"10.2196/jmir.2016","title":"Clinicians’ Expectations of Web 2.0 as a Mechanism for Knowledge Transfer of Stroke Best Practices","year":2012,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Centre de réadaptation Lethbridge-Layton-Mackay; Université de Montréal; Institut de Readaptation Gingras Lindsay de Montreal","funders":"Canadian Institutes of Health Research","keywords":"Outreach; The Internet; Psychology; Perception; Medical education; Knowledge management; Opinion leadership; Medicine; Public relations; World Wide Web; Computer science","score_opus":0.5078179869220792,"score_gpt":0.62900907971626,"score_spread":0.12119109279418072,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1967819751","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96421117,0.0017247144,0.00062367803,0.022668589,0.004726092,0.0007338567,0.000008061919,0.0000046776454,0.0052991603],"genre_scores_gemma":[0.99424434,0.0014276204,0.00059248,0.000035295325,0.0031591235,0.000101325204,8.2237875e-7,0.000011333515,0.00042765742],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9943635,0.0014492414,0.00094272953,0.00009889995,0.002681844,0.00046379646],"domain_scores_gemma":[0.9749553,0.020832242,0.0006020285,0.00011737987,0.0027834363,0.0007095734],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.018146178,0.000065957,0.0003200939,0.0003712647,0.00011481879,0.000022054928,0.00069934205,0.00030452173,0.0010363065],"category_scores_gemma":[0.11162047,0.000056028417,0.0001649435,0.00040599392,0.0005920732,0.00034531968,0.000036170182,0.00082527514,0.000027949207],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00060435623,0.0044153617,0.011433986,0.00061153196,0.00028289278,0.000005345446,0.49702543,1.1013871e-7,0.0016549098,0.3825146,0.0140191065,0.087432355],"study_design_scores_gemma":[0.0029823424,0.0046919906,0.0013002402,0.0019789052,0.00020321827,0.000027203941,0.6241626,0.00025708938,0.014013685,0.009321391,0.3408068,0.00025447956],"about_ca_topic_score_codex":0.003737093,"about_ca_topic_score_gemma":0.0027430486,"teacher_disagreement_score":0.3731932,"about_ca_system_score_codex":0.00019045743,"about_ca_system_score_gemma":0.00403318,"threshold_uncertainty_score":0.99987686},"labels":[],"label_agreement":null},{"id":"W1968006971","doi":"10.1158/1940-6207.prev-09-ed06-02","title":"Abstract ED06-02: Effective resources for recruitment for cancer prevention research","year":2010,"lang":"en","type":"article","venue":"Cancer Prevention Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Outreach; Public relations; Agency (philosophy); Harm; Political science; Public health; Clinical trial; Medicine; Business; Sociology; Nursing; Pathology; Law","score_opus":0.5476473412690377,"score_gpt":0.6541366523751541,"score_spread":0.10648931110611637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1968006971","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9169972,0.0019905008,0.0002814398,0.0217237,0.011369986,0.044009555,0.00011600568,0.00012567313,0.0033859517],"genre_scores_gemma":[0.65978795,0.0019822882,0.0013851221,0.000050820614,0.011309848,0.3132533,0.000054003263,0.00008134233,0.0120953005],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99352765,0.0019026146,0.0004950752,0.00076218747,0.0018458117,0.001466678],"domain_scores_gemma":[0.98629,0.009341509,0.0002154813,0.00039666562,0.0033220882,0.00043426303],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.024635928,0.00016637544,0.00028647998,0.0005330359,0.0030981184,0.0002570101,0.0006389656,0.00044406447,0.0013727966],"category_scores_gemma":[0.011578169,0.00017694756,0.00021218411,0.0012518227,0.00081957935,0.00039496974,0.00008782456,0.0012107008,0.00004591147],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005293489,0.000496309,0.004682298,0.000758049,0.00008856212,4.3646736e-7,0.028564664,0.000008086694,0.0055383965,0.010569446,0.032490168,0.91627425],"study_design_scores_gemma":[0.0010206752,0.0004401905,0.048422866,0.00042505254,0.000024813327,1.1996686e-7,0.006379372,0.000034884008,0.002921058,0.0398424,0.9002677,0.00022084847],"about_ca_topic_score_codex":0.016108612,"about_ca_topic_score_gemma":0.06406689,"teacher_disagreement_score":0.9160534,"about_ca_system_score_codex":0.0018935461,"about_ca_system_score_gemma":0.0035238666,"threshold_uncertainty_score":0.9995401},"labels":[],"label_agreement":null},{"id":"W1968309563","doi":"10.1016/j.juro.2014.02.043","title":"The Dramatic Increase in Social Media in Urology","year":2014,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":118,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Queen's University","funders":"","keywords":"Social media; Medicine; Library science; Urology; Computer science; World Wide Web","score_opus":0.053039748847990176,"score_gpt":0.37460611956315054,"score_spread":0.32156637071516037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1968309563","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9043945,0.00042192603,0.000018068376,0.09047636,0.0031891128,0.00018745856,1.6843137e-7,0.0000043359573,0.001308097],"genre_scores_gemma":[0.9962193,0.00033135252,0.000017361657,0.0012017972,0.0022015164,0.000017984123,1.6187798e-7,0.0000058641285,0.0000047130634],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9941297,0.004707994,0.0004853442,0.00005493758,0.000258244,0.00036377],"domain_scores_gemma":[0.9774542,0.021879008,0.00040454906,0.00009035238,0.000094900526,0.00007697733],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.010461497,0.000059078175,0.00020206229,0.00013003875,0.00039798845,0.000012621475,0.0005165402,0.00015610355,0.00004023442],"category_scores_gemma":[0.02250764,0.00003729941,0.000034676057,0.00034799287,0.0006527782,0.000069341404,0.000026924788,0.00058274553,0.000017455945],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00091276225,0.0002582894,0.092166476,0.000014955496,0.000027153694,0.00001659728,0.6753597,0.000108223,0.00007155073,0.11043026,0.0034441438,0.117189884],"study_design_scores_gemma":[0.0013147693,0.00032670953,0.63975364,0.000007690301,0.00005768658,0.00003402424,0.019311786,0.00018962212,0.0000028457741,0.22244366,0.11642653,0.00013105567],"about_ca_topic_score_codex":0.0013214314,"about_ca_topic_score_gemma":0.028353216,"teacher_disagreement_score":0.65604794,"about_ca_system_score_codex":0.00012599504,"about_ca_system_score_gemma":0.00046503983,"threshold_uncertainty_score":0.9893768},"labels":[],"label_agreement":null},{"id":"W1969070712","doi":"10.2147/opth.s79032","title":"Ophthalmology on social networking sites: an observational study of Facebook, Twitter, and LinkedIn","year":2015,"lang":"en","type":"article","venue":"Clinical ophthalmology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Social media; Popularity; Medicine; Ophthalmology; Observational study; Psychology; World Wide Web; Computer science","score_opus":0.8996445007734089,"score_gpt":0.626578667944503,"score_spread":0.27306583282890584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1969070712","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9842943,0.000053114018,0.0000014451422,0.0023180088,0.0075432593,0.0015619999,0.0000026324662,0.000037501002,0.0041877455],"genre_scores_gemma":[0.99367094,0.000012045105,0.0002388296,0.00030046562,0.0052945106,0.00034125554,0.000016806238,0.00002041721,0.00010474054],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99457985,0.0030445114,0.0009565125,0.0005173999,0.0004399031,0.000461798],"domain_scores_gemma":[0.9917324,0.006788164,0.00047245983,0.00022342385,0.00035754064,0.0004260159],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004560254,0.00016204975,0.0005843544,0.00009967826,0.0003850222,0.000022251985,0.00035876886,0.0005774112,0.00016629227],"category_scores_gemma":[0.006845564,0.00017176657,0.0000671405,0.00031565272,0.0009763106,0.00013065625,0.00009468585,0.0005023458,0.000034000495],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019118752,0.0013981117,0.96208227,0.000007901818,0.00002729203,0.00005256153,0.030345753,0.000005912966,0.000002427801,0.0014164548,0.0005516217,0.0039184876],"study_design_scores_gemma":[0.0013591226,0.003691269,0.96666455,0.000011332822,0.00003271921,0.000040438204,0.01877253,0.00003931021,6.4795273e-7,0.0056401133,0.0035567735,0.0001912017],"about_ca_topic_score_codex":0.0014080029,"about_ca_topic_score_gemma":0.00008842045,"teacher_disagreement_score":0.011573223,"about_ca_system_score_codex":0.00011578545,"about_ca_system_score_gemma":0.00064399716,"threshold_uncertainty_score":0.81952745},"labels":[],"label_agreement":null},{"id":"W1969488946","doi":"10.1503/cmaj.150248","title":"Health professionalism must be ensured online and offline","year":2015,"lang":"en","type":"editorial","venue":"Canadian Medical Association Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Honour; Health professionals; Computer science; Internet privacy; World Wide Web; Computer security; Law; Health care; Political science","score_opus":0.07588913999725212,"score_gpt":0.43307732738665317,"score_spread":0.35718818738940106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1969488946","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007189389,0.0020684227,0.0000012379143,0.30907273,0.6864784,0.0005295422,0.00048334443,0.000031940854,0.00061545137],"genre_scores_gemma":[0.0002897428,0.0063307853,0.00015796635,0.0099460995,0.98106545,0.00006902297,0.0007759294,0.00005047044,0.0013145398],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9876436,0.0023840403,0.0010415275,0.00035343983,0.0073601655,0.0012172363],"domain_scores_gemma":[0.98324627,0.0054275333,0.0013400539,0.00014543143,0.0032846767,0.0065560355],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.016115295,0.00026237176,0.0007169349,0.00038312367,0.0017148326,0.00021328092,0.00052624464,0.0034141936,0.0010141636],"category_scores_gemma":[0.16386558,0.00027195888,0.000097047065,0.00050958066,0.00023375079,0.00015869699,0.000034360288,0.004757167,0.00003523198],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000004485139,0.00003801716,0.00075125555,0.000032562013,0.000038910814,0.000027172566,0.010491712,6.3248436e-8,1.5607098e-8,0.00014980898,0.9414807,0.046985295],"study_design_scores_gemma":[0.0005986554,0.00004976107,0.0012288325,0.0003269447,0.000024059165,0.0000061875617,0.004630915,0.0000046181162,1.48187365e-8,0.00049059535,0.9924113,0.00022808704],"about_ca_topic_score_codex":0.24053527,"about_ca_topic_score_gemma":0.786631,"teacher_disagreement_score":0.5460957,"about_ca_system_score_codex":0.011715968,"about_ca_system_score_gemma":0.1717676,"threshold_uncertainty_score":0.99997324},"labels":[],"label_agreement":null},{"id":"W1973849172","doi":"10.1378/chest.128.4_meetingabstracts.244s","title":"THE VIRTUAL ASTHMA CLINIC: MANAGING ASTHMA PATIENTS ONLINE","year":2005,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Asthma; Medicine; Asthma management; Certification; The Internet; Quality of life (healthcare); Patient education; Family medicine; Physical therapy; Immunology; Nursing; World Wide Web","score_opus":0.07543342331764781,"score_gpt":0.40255435767365044,"score_spread":0.32712093435600265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1973849172","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93512136,0.00043615862,0.00005379732,0.04792315,0.011630506,0.00035088178,0.0000021421542,0.00004340341,0.0044385954],"genre_scores_gemma":[0.97503316,0.0022980594,0.0013494316,0.0011566629,0.019008564,0.000035674188,0.000006148905,0.000024846493,0.0010874601],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979623,0.00036720175,0.0004313739,0.00013027478,0.00061857066,0.0004902812],"domain_scores_gemma":[0.997497,0.0014645575,0.00031766423,0.00012656128,0.00026312936,0.0003310601],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0020603186,0.00009172635,0.00011572506,0.000056475845,0.0022950296,0.0002087859,0.00041182377,0.00010026577,0.00026484765],"category_scores_gemma":[0.004133768,0.00007237885,0.00007847441,0.00024685968,0.00026080216,0.00032109246,0.000031565254,0.00056463893,0.0002537053],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016982887,0.00016662035,0.03632885,0.000003837451,0.000010433194,0.0000012949034,0.02217543,0.0000043369105,0.0000011190642,0.0009389391,0.0063005323,0.93405163],"study_design_scores_gemma":[0.00024966602,0.00006503035,0.21249263,0.000023679619,0.0000038783364,0.000001876043,0.009263666,0.00001813543,0.0000031926502,0.0005573475,0.77724,0.00008092656],"about_ca_topic_score_codex":0.00016244287,"about_ca_topic_score_gemma":0.0015605375,"teacher_disagreement_score":0.9339707,"about_ca_system_score_codex":0.00047842768,"about_ca_system_score_gemma":0.00056201126,"threshold_uncertainty_score":0.9990038},"labels":[],"label_agreement":null},{"id":"W1973930568","doi":"10.2196/jmir.1752","title":"Communications Between Volunteers and Health Researchers during Recruitment and Informed Consent: Qualitative Content Analysis of Email Interactions","year":2011,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia; Arthritis Research Centre of Canada","funders":"Canadian Institutes of Health Research","keywords":"Content analysis; Informed consent; Qualitative research; Content (measure theory); Psychology; Medical education; Qualitative analysis; Internet privacy; Medicine; Computer science; Alternative medicine; Sociology; Social science","score_opus":0.928188729731024,"score_gpt":0.6964607175482572,"score_spread":0.23172801218276673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1973930568","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9498951,0.0012842196,0.00006182496,0.046995446,0.00027743817,0.00065982464,0.000008973376,0.000005488214,0.00081169495],"genre_scores_gemma":[0.98718935,0.01163215,0.0007301663,0.00006535578,0.00013966399,0.000078606376,0.000004746909,0.000006155332,0.0001538003],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.992561,0.0037718408,0.000992646,0.00013087373,0.0021404957,0.00040317135],"domain_scores_gemma":[0.9814524,0.015515263,0.00050079654,0.00023016946,0.0012596509,0.0010417302],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.024171136,0.000071660405,0.0004321569,0.0010917749,0.0003191571,0.00004510263,0.0006596495,0.00012040027,0.00040271433],"category_scores_gemma":[0.034247007,0.000062289415,0.000086907596,0.0010625779,0.0025228385,0.00023313785,0.0002657804,0.0011643755,0.00000263882],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010151026,0.00018494138,0.11696733,0.00014192634,0.0008660201,0.0000034325178,0.8576068,4.7491344e-8,0.000007895358,0.0046311123,0.0011284499,0.018360524],"study_design_scores_gemma":[0.0006709809,0.0005242467,0.39778283,0.0008934478,0.00011744211,0.000004996443,0.5916712,0.00007829832,0.00005115713,0.000540139,0.0075820186,0.00008320344],"about_ca_topic_score_codex":0.10272357,"about_ca_topic_score_gemma":0.08539733,"teacher_disagreement_score":0.2808155,"about_ca_system_score_codex":0.00079528574,"about_ca_system_score_gemma":0.0031123534,"threshold_uncertainty_score":0.9738879},"labels":[],"label_agreement":null},{"id":"W1975398391","doi":"10.1080/01421590802108331","title":"AMEE Guide 32: e-Learning in medical education Part 1: Learning, teaching and assessment","year":2008,"lang":"en","type":"article","venue":"Medical Teacher","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":661,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"NOSM University","funders":"","keywords":"Set (abstract data type); Creativity; Health care; Mainstream; Serendipity; Resource (disambiguation); Computer science; E learning; Psychology; Engineering ethics; Medical education; Knowledge management; Educational technology; Mathematics education; Medicine; Engineering; Political science","score_opus":0.07933230968797282,"score_gpt":0.4595180280505878,"score_spread":0.38018571836261494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1975398391","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84400946,0.00043925497,0.00007606143,0.041908436,0.0026640652,0.0004429784,6.007983e-8,0.00016259325,0.11029711],"genre_scores_gemma":[0.9810237,0.001763689,0.0010666831,0.0016131727,0.004590011,0.00052006193,0.000017012897,0.000031581523,0.0093740355],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99379253,0.0029347984,0.00048582527,0.00034330713,0.0019378503,0.0005056962],"domain_scores_gemma":[0.99759245,0.0012077991,0.00014224183,0.00011277509,0.00006517106,0.0008795524],"candidate_categories":["metaresearch","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008806784,0.00012923095,0.00024679065,0.00012503179,0.0010139543,0.000031543655,0.00026082303,0.00044931786,0.0050367317],"category_scores_gemma":[0.08403338,0.00012990211,0.000037790607,0.0002653353,0.000585511,0.00017086815,0.000068115565,0.002928847,0.000044250744],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000023169137,0.00023890816,0.6453535,0.000013286738,0.0000045408474,0.000011279377,0.039613545,6.085552e-7,3.6211904e-7,0.0019396371,0.008934347,0.30388764],"study_design_scores_gemma":[0.0002929901,0.00004139177,0.10306003,0.00016614128,0.0000057382313,0.000009396564,0.013987551,0.0007404132,2.1137892e-7,0.00018983132,0.88135976,0.0001465757],"about_ca_topic_score_codex":0.014300107,"about_ca_topic_score_gemma":0.0020768498,"teacher_disagreement_score":0.8724254,"about_ca_system_score_codex":0.00053273706,"about_ca_system_score_gemma":0.0067439466,"threshold_uncertainty_score":0.9993714},"labels":[],"label_agreement":null},{"id":"W1975985720","doi":"10.2196/jmir.7.2.e21","title":"\"Is Cybermedicine Killing You?\" - The Story of a Cochrane Disaster","year":2005,"lang":"en","type":"review","venue":"Journal of Medical Internet Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Publication; Internet privacy; The Internet; Public relations; Medicine; Psychology; Computer science; Political science; World Wide Web; Law","score_opus":0.41644634878914766,"score_gpt":0.6242892116656723,"score_spread":0.20784286287652465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1975985720","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0003108272,0.9538214,0.000021560869,0.038033627,0.005708686,0.0008760898,0.0000036839444,0.0000055313753,0.0012185705],"genre_scores_gemma":[0.00046642753,0.9818856,0.00003929435,0.00021006963,0.016149847,0.000083934945,0.0000027167166,0.000031412896,0.001130669],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9811355,0.006868431,0.001711741,0.00023240475,0.009348337,0.0007036281],"domain_scores_gemma":[0.9688698,0.02727179,0.0012445564,0.00034523383,0.0013675934,0.00090099126],"candidate_categories":["metaresearch","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.053068537,0.00020136431,0.001525194,0.0005900821,0.00028197005,0.00005967305,0.0026549639,0.0008236202,0.005089731],"category_scores_gemma":[0.056039244,0.00011525684,0.000513104,0.00097156514,0.002679398,0.00012327512,0.00020181945,0.006642155,0.00008452747],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012767241,0.00010727678,0.000017374947,0.00237072,0.00010663499,0.000024880956,0.04087484,1.4841474e-8,2.8164957e-8,0.00041639316,0.042208377,0.9138607],"study_design_scores_gemma":[0.00017280396,0.00017345947,0.000015041054,0.03345529,0.00013622073,0.0000400272,0.00784659,0.0000045026727,1.873361e-7,0.00007006946,0.95800394,0.00008189382],"about_ca_topic_score_codex":0.0021401304,"about_ca_topic_score_gemma":0.0005340523,"teacher_disagreement_score":0.91579556,"about_ca_system_score_codex":0.001055122,"about_ca_system_score_gemma":0.008481393,"threshold_uncertainty_score":0.9971396},"labels":[],"label_agreement":null},{"id":"W1977231333","doi":"10.1161/circulationaha.114.014441","title":"Letter by Thoma et al Regarding Article, “A Randomized Trial of Social Media From <i>Circulation</i> ”","year":2015,"lang":"en","type":"letter","venue":"Circulation","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Medicine; Circulation (fluid dynamics); Randomized controlled trial; Social media; Internal medicine; World Wide Web","score_opus":0.08693391508285596,"score_gpt":0.36511895655575505,"score_spread":0.2781850414728991,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1977231333","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0742875,0.00023468073,0.0004260654,0.89917165,0.01823456,0.004238822,0.00014132838,0.00015480432,0.0031105983],"genre_scores_gemma":[0.35478422,0.000056033394,0.00033616988,0.59034246,0.048489615,0.0015369543,0.004282247,0.00012590022,0.000046397003],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9924487,0.0034227849,0.0011121552,0.00052683346,0.0019941716,0.00049535575],"domain_scores_gemma":[0.9887045,0.008964927,0.0012997687,0.0002992672,0.0006018144,0.00012974915],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0037691384,0.00028900508,0.0010353107,0.00019028565,0.0004014387,0.00012952498,0.00030356483,0.001219481,0.00021167916],"category_scores_gemma":[0.012884559,0.0003206067,0.00036120956,0.0004690029,0.0005444639,0.00042996267,0.000028788128,0.0009952935,0.00005576888],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009023609,0.000039626062,0.00031268992,0.000020303618,0.00007696416,0.0000018095715,0.0464945,0.000005137903,0.000066100154,0.000433536,0.9423931,0.0011325786],"study_design_scores_gemma":[0.15411313,0.000005687563,0.0006740184,0.000049683924,0.00022038314,1.6462155e-7,0.00029893973,0.00006250452,0.00001112519,0.004989619,0.83925533,0.0003194002],"about_ca_topic_score_codex":0.003951832,"about_ca_topic_score_gemma":0.00018786223,"teacher_disagreement_score":0.3088292,"about_ca_system_score_codex":0.0007301526,"about_ca_system_score_gemma":0.0010220937,"threshold_uncertainty_score":0.9999246},"labels":[],"label_agreement":null},{"id":"W1978509930","doi":"10.1016/j.jmhg.2006.09.004","title":"Web 2.0: Could it help move the health system into the 21st century?","year":2006,"lang":"en","type":"article","venue":"The Journal of Men s Health and Gender","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":76,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network","funders":"","keywords":"Web application; World Wide Web; Internet privacy; Computer science; Business","score_opus":0.07927062080677681,"score_gpt":0.3930835190500463,"score_spread":0.31381289824326947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1978509930","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13668852,0.060212813,0.000050502375,0.7853791,0.0063757114,0.0020319321,0.0000061347737,0.000028964827,0.009226295],"genre_scores_gemma":[0.95733225,0.025082123,0.000079271675,0.012995842,0.0043686135,0.00003187096,0.0000012519321,0.000014067263,0.00009472511],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99529046,0.0024542005,0.0007393342,0.00010243706,0.000852839,0.00056070933],"domain_scores_gemma":[0.99625176,0.0019318119,0.0009843982,0.00020761775,0.00021720021,0.00040722155],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.011744048,0.000115905525,0.00026845114,0.0000523143,0.0029814448,0.0000696837,0.00043850575,0.00008040497,0.0000209773],"category_scores_gemma":[0.00037390948,0.000055524004,0.000059106875,0.00033086908,0.0003156318,0.000108125714,0.000028403634,0.00053482864,0.000010782766],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015887394,0.00009809577,0.004550285,0.00043884967,0.00005003772,0.0000011682004,0.7532631,0.000021501532,0.0000043956775,0.057053845,0.12100201,0.0633578],"study_design_scores_gemma":[0.00035612707,0.00016588304,0.009476739,0.00008535202,0.000021028542,0.000023866365,0.47731695,0.000030258008,0.0000012472311,0.0019197314,0.51052845,0.000074366384],"about_ca_topic_score_codex":0.03126052,"about_ca_topic_score_gemma":0.004564897,"teacher_disagreement_score":0.8206437,"about_ca_system_score_codex":0.0007383259,"about_ca_system_score_gemma":0.0040524513,"threshold_uncertainty_score":0.9983165},"labels":[],"label_agreement":null},{"id":"W1979913887","doi":"10.5596/c07-014","title":"Introducing Web 2.0: social search for health librarians","year":2007,"lang":"fr","type":"article","venue":"Journal of the Canadian Health Libraries Association / Journal de l Association de bilbiothèques de la santé du Canada","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Learning Partnership; Library and Archives Canada","funders":"","keywords":"World Wide Web; Computer science; Web 2.0; Social web; Social media; The Internet; Information retrieval; Internet privacy","score_opus":0.019915963529449503,"score_gpt":0.33092661681890956,"score_spread":0.31101065328946004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1979913887","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.087325916,0.09286737,0.0011270724,0.77958673,0.035232015,0.0017726736,0.0007530542,0.00004685126,0.001288346],"genre_scores_gemma":[0.6702651,0.07455317,0.015671693,0.1280083,0.106496185,0.000082577724,0.000057174035,0.00033793028,0.004527874],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.97934484,0.010529852,0.0030081766,0.00035445296,0.0026603923,0.004102283],"domain_scores_gemma":[0.96575195,0.019377762,0.008643906,0.00023960334,0.002197251,0.003789513],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaresearch","research_integrity"],"category_scores_codex":[0.054742094,0.00045146042,0.0011591912,0.0006693395,0.0072529367,0.0020503425,0.0013134945,0.0013585509,0.0003039782],"category_scores_gemma":[0.030323787,0.00047598203,0.0006285515,0.0020535574,0.00027102858,0.0019404162,0.00006394923,0.0035404593,0.0000030204508],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00007683108,0.00009056474,0.2097929,0.00021149193,0.000364619,0.000028313596,0.04906883,0.00018841021,0.000004234721,0.00936124,0.7175627,0.013249894],"study_design_scores_gemma":[0.0010932295,0.00020807014,0.13503556,0.0003495643,0.00010875741,0.00019003797,0.008637017,0.00018473803,0.00003035772,0.0036189782,0.8501785,0.0003652129],"about_ca_topic_score_codex":0.7488335,"about_ca_topic_score_gemma":0.9151007,"teacher_disagreement_score":0.6515784,"about_ca_system_score_codex":0.17960939,"about_ca_system_score_gemma":0.3089571,"threshold_uncertainty_score":0.9999379},"labels":[],"label_agreement":null},{"id":"W1980291433","doi":"10.1007/s40596-014-0196-6","title":"Impact of the Information Age on Residency Training: Communication, Access to Public Information, and Clinical Care","year":2014,"lang":"en","type":"article","venue":"Academic Psychiatry","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Residency training; Training (meteorology); Medical education; Public access; Psychology; Public information; Family medicine; Medicine; Computer science; Internet privacy; Continuing education","score_opus":0.15243171239297307,"score_gpt":0.4923658468819077,"score_spread":0.3399341344889346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1980291433","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.930377,0.0001238503,0.000036383684,0.05649578,0.00335284,0.0010616959,0.000008488995,0.00004644975,0.008497521],"genre_scores_gemma":[0.99506676,0.00040178193,0.00035460092,0.0035183392,0.0005253804,0.00010665477,0.000018133205,0.000004772411,0.0000035771557],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978953,0.00062986487,0.0007413646,0.00008717926,0.00040693555,0.00023936105],"domain_scores_gemma":[0.9974228,0.0011575359,0.00052934274,0.00037680205,0.0002915553,0.00022194815],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002137789,0.000087029126,0.00015403148,0.00014510314,0.0005553208,0.00009381265,0.0009084498,0.00030520692,0.00001817061],"category_scores_gemma":[0.012882599,0.000069659836,0.00007280147,0.00064138725,0.00026098924,0.0018289859,0.000093275296,0.0005656784,0.00002362511],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010273583,0.000008953075,0.8038567,0.000022654545,0.000007016519,1.0354954e-9,0.091821626,0.0000038271123,8.7485695e-8,0.03040614,0.012159727,0.061703037],"study_design_scores_gemma":[0.0001948134,0.00006172346,0.9248653,0.00007921316,0.000008500975,1.5172566e-7,0.011818961,0.000005548631,2.7569712e-7,0.005517851,0.05737365,0.00007401208],"about_ca_topic_score_codex":0.0020319705,"about_ca_topic_score_gemma":0.0011609958,"teacher_disagreement_score":0.12100864,"about_ca_system_score_codex":0.00016735241,"about_ca_system_score_gemma":0.0018463166,"threshold_uncertainty_score":0.9954323},"labels":[],"label_agreement":null},{"id":"W1980393405","doi":"10.1016/j.bpa.2012.02.002","title":"Information technology and its role in anaesthesia training and continuing medical education","year":2012,"lang":"en","type":"article","venue":"Best practice & research. Clinical anaesthesiology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Continuing medical education; Anesthesia; Medical education; Medical information; Training (meteorology); Continuing education; Family medicine","score_opus":0.1927899398715517,"score_gpt":0.5332652100439189,"score_spread":0.34047527017236723,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1980393405","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9303623,0.0047572083,0.0000035579792,0.060489208,0.0007486583,0.000904381,4.6988853e-7,0.00004605597,0.0026881723],"genre_scores_gemma":[0.9772186,0.019526258,0.0008328134,0.0011054478,0.0008265096,0.0004579617,0.000004752468,0.000011416457,0.000016230772],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9931052,0.004308062,0.0007939527,0.00025273382,0.0006343908,0.0009056839],"domain_scores_gemma":[0.9873561,0.0107970955,0.0003259296,0.00018909082,0.00054412906,0.00078762],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02326556,0.000117622534,0.00034608186,0.00070942286,0.00044547537,0.00006508804,0.00029567454,0.00087319885,0.00006641967],"category_scores_gemma":[0.21713999,0.000118917,0.000025996955,0.0011062014,0.0013237078,0.0019173784,0.00012666066,0.0014271251,0.00010321524],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038495797,0.00030978772,0.16695051,0.0000116248775,0.0000032504438,0.0000016972615,0.027318003,2.6013806e-8,0.0000013085971,0.06323346,0.00004897706,0.7420829],"study_design_scores_gemma":[0.00051873043,0.0010106178,0.16238308,0.00016917552,0.00001900269,0.000029164403,0.20089483,0.00006335255,0.0000022732816,0.0062329825,0.628469,0.00020778416],"about_ca_topic_score_codex":0.002809262,"about_ca_topic_score_gemma":0.00095732097,"teacher_disagreement_score":0.74187505,"about_ca_system_score_codex":0.00014559057,"about_ca_system_score_gemma":0.0019087548,"threshold_uncertainty_score":0.8063425},"labels":[],"label_agreement":null},{"id":"W1980706403","doi":"10.1177/0894439314525332","title":"Best Practices in Social Media","year":2014,"lang":"en","type":"article","venue":"Social Science Computer Review","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":53,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"Division of Graduate Education; University of Regina; Cleveland Clinic","keywords":"Social media; Health care; Business; Value (mathematics); Channel (broadcasting); Psychology; Public relations; Advertising; Marketing; Political science; Statistics","score_opus":0.343475251672646,"score_gpt":0.5282456487288544,"score_spread":0.1847703970562084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1980706403","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13435543,0.037510786,0.0012792533,0.32571393,0.06853969,0.011868106,0.000012011272,0.000908791,0.419812],"genre_scores_gemma":[0.8858504,0.037837293,0.00613045,0.015527154,0.053011786,0.0014451797,0.00001592392,0.000064452586,0.00011735707],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959661,0.0010684179,0.00046836582,0.00047224315,0.0012516035,0.0007733076],"domain_scores_gemma":[0.99668187,0.0019542156,0.0006466926,0.00015034391,0.00032696436,0.00023992092],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.009198684,0.00014115853,0.00040207684,0.00015815959,0.002135013,0.00017797685,0.0009998418,0.00012699176,0.00012507915],"category_scores_gemma":[0.0129477065,0.00014630574,0.00008900917,0.0031169767,0.0015151957,0.00081822806,0.00012049579,0.0003106472,0.00022157098],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000013582987,0.000090644644,0.0028072991,0.0002812731,0.000001602456,7.806931e-7,0.046144743,6.292418e-8,0.000004046028,0.09546062,0.0029873676,0.8522202],"study_design_scores_gemma":[0.00018778261,0.000029182029,0.035219863,0.0007831105,0.000025652596,6.7786664e-7,0.0017389167,0.00003102872,0.0000020169487,0.004773451,0.95686984,0.000338483],"about_ca_topic_score_codex":0.0018624857,"about_ca_topic_score_gemma":0.0017855975,"teacher_disagreement_score":0.95388246,"about_ca_system_score_codex":0.0005694032,"about_ca_system_score_gemma":0.0013109031,"threshold_uncertainty_score":0.99916404},"labels":[],"label_agreement":null},{"id":"W1981089311","doi":"10.1016/s0140-6736(05)66438-0","title":"thelancet.com—new horizons","year":2005,"lang":"en","type":"article","venue":"The Lancet","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Milestone; Quarter (Canadian coin); The Internet; Library science; World Wide Web; Computer science; History","score_opus":0.16508192625280005,"score_gpt":0.426862373763675,"score_spread":0.2617804475108749,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1981089311","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16152711,0.0009612978,0.00009542728,0.70830184,0.004921691,0.00075781887,0.0000051613088,0.0002519171,0.1231777],"genre_scores_gemma":[0.93792856,0.00090106623,0.0014667471,0.004411641,0.052213367,0.00015819991,0.0000026843609,0.0000132621,0.0029044864],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99898154,0.0002005487,0.00010725326,0.00009893676,0.00024721972,0.00036448505],"domain_scores_gemma":[0.9986835,0.00083904463,0.000058971335,0.00027445026,0.000029810542,0.00011420961],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008708083,0.000053394295,0.00014049794,0.000016532325,0.00049057836,0.000044463075,0.00045908763,0.000058366535,0.00046120764],"category_scores_gemma":[0.0012748054,0.000039504288,0.000027458416,0.00022560474,0.0001523478,0.00009936245,0.000017974098,0.00016737421,0.0006681157],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019181918,0.00003160362,0.021357086,0.000006895547,0.000010556003,2.9091024e-7,0.08968966,0.0000060542598,0.000027241203,0.16290145,0.4419678,0.28398222],"study_design_scores_gemma":[0.00015086852,0.000008776825,0.021957038,0.000007821092,0.000005058787,2.1568322e-7,0.0012986995,0.0000058349356,0.000024180508,0.0057591125,0.9707272,0.000055196357],"about_ca_topic_score_codex":0.003770406,"about_ca_topic_score_gemma":0.0035808298,"teacher_disagreement_score":0.7764014,"about_ca_system_score_codex":0.00013312753,"about_ca_system_score_gemma":0.00035580486,"threshold_uncertainty_score":0.8587498},"labels":[],"label_agreement":null},{"id":"W1984606639","doi":"10.1016/j.jcjo.2012.05.005","title":"Twitter as a tool for ophthalmologists","year":2012,"lang":"en","type":"review","venue":"Canadian Journal of Ophthalmology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":35,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Advanced Scientific Computing Research; Government of Ontario; CNIB","keywords":"Popularity; Social media; Variety (cybernetics); Resource (disambiguation); World Wide Web; Internet privacy; Web resource; Public relations; Computer science; Political science","score_opus":0.3420709940554094,"score_gpt":0.49209838294739255,"score_spread":0.15002738889198314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1984606639","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009027945,0.95834774,0.000003285763,0.0006024907,0.025441153,0.0020125974,0.000031991294,0.0000048252127,0.012653121],"genre_scores_gemma":[0.005818258,0.9733929,0.001164963,0.00009394428,0.015428964,0.0011154837,0.0000395421,0.00013007231,0.0028158515],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99612737,0.0010856771,0.0011044578,0.00023852613,0.00026114707,0.0011828288],"domain_scores_gemma":[0.9924423,0.003839861,0.0013917424,0.00025809003,0.00055536756,0.0015126107],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002872246,0.0003109833,0.0015701648,0.00070867536,0.00054182636,0.00007219774,0.0009156879,0.0011290613,0.0032981276],"category_scores_gemma":[0.009333139,0.00029443443,0.00063956616,0.00046006477,0.0006211953,0.00018647546,0.000014249548,0.00070339,0.00019119309],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025011352,0.00010800872,0.0045088367,0.008405173,0.0004673937,0.008838363,0.017997159,2.651663e-7,2.7927632e-8,0.009561945,0.010898132,0.9391897],"study_design_scores_gemma":[0.00009171038,0.00017917894,0.00012301144,0.0009786285,0.0003834422,0.041910753,0.0002937187,1.026806e-8,3.1026833e-8,0.0010969664,0.95468885,0.00025371028],"about_ca_topic_score_codex":0.023224875,"about_ca_topic_score_gemma":0.000493861,"teacher_disagreement_score":0.94379073,"about_ca_system_score_codex":0.0016749921,"about_ca_system_score_gemma":0.028288823,"threshold_uncertainty_score":0.99995077},"labels":[],"label_agreement":null},{"id":"W1984945488","doi":"10.3109/09540261.2015.1015502","title":"Social media and medical education: Exploring the potential of Twitter as a learning tool","year":2015,"lang":"en","type":"article","venue":"International Review of Psychiatry","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":72,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal College of Physicians and Surgeons of Canada; Royal Ottawa Mental Health Centre; University of Ottawa","funders":"","keywords":"Social media; Metacognition; Set (abstract data type); Psychology; Cognition; Medical education; Medicine; World Wide Web; Computer science","score_opus":0.11619312053206977,"score_gpt":0.447489333959584,"score_spread":0.33129621342751425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1984945488","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.62889725,0.027627775,0.00002852139,0.29938152,0.03240363,0.00062431017,0.0000017624466,0.000024154262,0.011011056],"genre_scores_gemma":[0.95418465,0.03084955,0.00092322927,0.0034277856,0.010055249,0.0004305842,0.000015628451,0.000014801364,0.000098526885],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979154,0.0002787699,0.00042005634,0.00011614813,0.0011579857,0.00011167707],"domain_scores_gemma":[0.9986006,0.00042587882,0.00030343138,0.0000716491,0.00048262748,0.00011581721],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0018722705,0.00006283958,0.00016067151,0.00005213585,0.00012737117,0.000013919515,0.0003177347,0.000057335805,0.0004086393],"category_scores_gemma":[0.014312813,0.00005164696,0.00006616425,0.00018888083,0.00025643286,0.00014737067,0.000043286305,0.0001878708,0.000015492518],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044138338,0.0003462949,0.07703908,0.0015994291,0.00008850037,6.672253e-7,0.06282385,6.193972e-7,0.0000041383732,0.41291872,0.05223563,0.39289895],"study_design_scores_gemma":[0.00081664836,0.000097418175,0.12920591,0.009821255,0.00016084156,0.000020975078,0.05339057,0.000022610058,0.000008215452,0.08402166,0.72207546,0.00035844528],"about_ca_topic_score_codex":0.00054423383,"about_ca_topic_score_gemma":0.00015760402,"teacher_disagreement_score":0.6698398,"about_ca_system_score_codex":0.00007086507,"about_ca_system_score_gemma":0.0032323399,"threshold_uncertainty_score":0.99399006},"labels":[],"label_agreement":null},{"id":"W1985783230","doi":"10.2196/jmir.3018","title":"Growing a Professional Network to Over 3000 Members in Less Than 4 Years: Evaluation of InspireNet, British Columbia’s Virtual Nursing Health Services Research Network","year":2014,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia; Providence Health Care; Provincial Health Services Authority; Vancouver Coastal Health; University of Victoria","funders":"Michael Smith Health Research BC","keywords":"Health care; Social media; Work (physics); Nursing; Public relations; Health professionals; Professional development; Business; Emerging technologies; Knowledge management; Medicine; Medical education; World Wide Web; Political science; Engineering; Computer science","score_opus":0.20655215323179216,"score_gpt":0.5577386464201309,"score_spread":0.3511864931883388,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1985783230","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9833985,0.00091672875,0.000035544523,0.008715794,0.0050733895,0.0011403547,0.0000011379025,0.00000856466,0.0007099963],"genre_scores_gemma":[0.99134374,0.00035493734,0.00023187493,0.00047807294,0.0072966754,0.00011989111,0.0000038601106,0.000023003739,0.00014793861],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.96822,0.014998269,0.0012608763,0.00033019646,0.013725442,0.0014652152],"domain_scores_gemma":[0.9900219,0.00617535,0.00040244748,0.0001879375,0.002102504,0.0011098695],"candidate_categories":["metaresearch","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.15045278,0.000087107546,0.0004753963,0.000384626,0.00043291965,0.00029029444,0.0012286705,0.00039193153,0.0009412816],"category_scores_gemma":[0.012229258,0.00011137928,0.000085074425,0.0022356713,0.00071253645,0.00039631219,0.00022912896,0.0023390448,0.0000086338505],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018071712,0.00047737543,0.14813411,0.00013975745,0.000030868327,0.000016134354,0.100439124,0.00043874365,0.0000039865395,0.0015013209,0.07180064,0.6768372],"study_design_scores_gemma":[0.0022382669,0.0017948905,0.81618017,0.033728685,0.00001822928,0.000019335212,0.088080965,0.00877745,0.0000043567725,0.009685379,0.03920786,0.00026440324],"about_ca_topic_score_codex":0.3104747,"about_ca_topic_score_gemma":0.5013455,"teacher_disagreement_score":0.6765728,"about_ca_system_score_codex":0.0022226472,"about_ca_system_score_gemma":0.007926311,"threshold_uncertainty_score":0.999972},"labels":[],"label_agreement":null},{"id":"W1985792287","doi":"10.3138/jvme.30.4.379","title":"The Educational Discipline of Shelter Medicine","year":2003,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medical education; Medicine; Family medicine","score_opus":0.16534108475523035,"score_gpt":0.5135326126644448,"score_spread":0.3481915279092145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1985792287","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7557024,0.0034295383,0.00009835363,0.19971938,0.03258761,0.0003829521,5.0550454e-7,0.000006039867,0.0080732545],"genre_scores_gemma":[0.991514,0.0017848123,0.00072921935,0.00046948888,0.0050896606,0.000058451733,0.000002319041,0.000009501124,0.00034252857],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99695534,0.00072697183,0.00078319584,0.00008699071,0.0012398417,0.00020766696],"domain_scores_gemma":[0.9944226,0.003563884,0.0007115958,0.00014522114,0.00073470623,0.00042197958],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0046492736,0.000076917255,0.00019206913,0.00011961463,0.00040328264,0.000014344052,0.00036732768,0.00011126323,0.00155798],"category_scores_gemma":[0.0471886,0.00005145381,0.00006733332,0.0003931132,0.00077928015,0.00019375501,0.000012992092,0.0002801315,0.0000070193328],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002850204,0.0024385822,0.044201843,0.00021628753,0.00010409413,0.000005409946,0.11035674,0.000002380715,0.0005013891,0.33472157,0.09571514,0.41145155],"study_design_scores_gemma":[0.0004224627,0.0006023302,0.064384826,0.0004099462,0.000036915742,0.000102151265,0.017760511,0.0000034136908,0.000025429206,0.018387303,0.8977659,0.0000988512],"about_ca_topic_score_codex":0.00026697744,"about_ca_topic_score_gemma":0.000081153004,"teacher_disagreement_score":0.8020507,"about_ca_system_score_codex":0.00024659888,"about_ca_system_score_gemma":0.009634548,"threshold_uncertainty_score":0.9993547},"labels":[],"label_agreement":null},{"id":"W1986009788","doi":"10.1056/nejmc1107673","title":"Movement Disorders on YouTube — Caveat Spectator","year":2011,"lang":"en","type":"letter","venue":"New England Journal of Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":78,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"National Institutes of Health","keywords":"Chorea; Psychogenic disease; Movement disorders; Myoclonus; Tics; Parkinsonism; Medicine; Dystonia; Psychiatry; Physical medicine and rehabilitation; Pathology","score_opus":0.07763964436527648,"score_gpt":0.3574803006080297,"score_spread":0.2798406562427532,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1986009788","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004006956,0.0010999627,0.000024260064,0.94,0.035443842,0.0005678017,0.0000035330838,0.000018782092,0.018834839],"genre_scores_gemma":[0.0063309376,0.005608862,0.00021026474,0.6189396,0.36645094,0.000026624904,0.000020250021,0.00006320723,0.0023493238],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964726,0.0005529415,0.0007290124,0.00019189321,0.0015820325,0.00047153773],"domain_scores_gemma":[0.99610496,0.0020801339,0.0009301703,0.00019765951,0.00026050507,0.0004265904],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018630084,0.00023645704,0.0006093824,0.00036001747,0.00021505513,0.000017526416,0.00046828232,0.00045296113,0.001794662],"category_scores_gemma":[0.004673056,0.00017266147,0.000115255076,0.00024788335,0.0003351716,0.00009285904,0.000012424797,0.0020389985,0.00003724066],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059769634,0.000025886322,0.0013883353,0.000034997523,0.00004675132,0.00006590215,0.048786096,2.9099337e-7,0.0000012030281,0.000302799,0.8779417,0.07134624],"study_design_scores_gemma":[0.004832777,0.00086886226,0.0013052206,0.00051421707,0.00012134424,0.0000042581473,0.0020940534,1.3557964e-7,0.0000029086839,0.009226083,0.9808791,0.00015098973],"about_ca_topic_score_codex":0.014803974,"about_ca_topic_score_gemma":0.00197281,"teacher_disagreement_score":0.3310071,"about_ca_system_score_codex":0.0005294232,"about_ca_system_score_gemma":0.0013622014,"threshold_uncertainty_score":0.99911785},"labels":[],"label_agreement":null},{"id":"W1986339999","doi":"10.1007/s13187-015-0796-1","title":"Tweeting About Prostate and Testicular Cancers: Do Twitter Conversations and the 2013 Movember Canada Campaign Objectives Align?","year":2015,"lang":"en","type":"article","venue":"Journal of Cancer Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":50,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"Movember Canada","keywords":"Medicine; Social media; Prostate cancer; Gynecology; Internal medicine; Cancer; World Wide Web","score_opus":0.03632994196793503,"score_gpt":0.4030428167792361,"score_spread":0.36671287481130105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1986339999","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9311538,0.012078958,0.000013100989,0.049015798,0.006478708,0.0006516004,0.0000027747978,0.000004716851,0.0006005966],"genre_scores_gemma":[0.9935566,0.002481902,0.00027481013,0.0011393867,0.0022327064,0.0001885657,8.856892e-7,0.000008483206,0.000116629475],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986569,0.00032720072,0.00029319405,0.000102218415,0.00044293492,0.00017749908],"domain_scores_gemma":[0.9973684,0.00089104136,0.00050308096,0.00006847941,0.0009187043,0.00025029387],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011109285,0.00007748232,0.00015483587,0.000057082492,0.00032062514,0.00010667835,0.00008689655,0.000044633005,0.000029354116],"category_scores_gemma":[0.0018563474,0.000058855687,0.000018295914,0.00021666744,0.0003275312,0.00030058756,0.000009738926,0.00015900457,4.5537004e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009130323,0.000035460645,0.47507608,0.00004747566,0.00006578004,6.894206e-7,0.44491795,0.00010702167,0.000012556926,0.001136454,0.04196764,0.03654159],"study_design_scores_gemma":[0.0017447313,0.00006827853,0.41034472,0.0003934959,0.00021524116,0.000011910737,0.3930066,0.00009007614,0.000052648404,0.005893197,0.18791206,0.00026704432],"about_ca_topic_score_codex":0.8957766,"about_ca_topic_score_gemma":0.5950939,"teacher_disagreement_score":0.30068275,"about_ca_system_score_codex":0.0014803865,"about_ca_system_score_gemma":0.019103764,"threshold_uncertainty_score":0.986457},"labels":[],"label_agreement":null},{"id":"W1988872384","doi":"10.1097/acm.0b013e31827c5352","title":"YouTube as a Platform for Publishing Clinical Skills Training Videos","year":2012,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":144,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Discoverability; Popularity; Analytics; Publishing; World Wide Web; Computer science; The Internet; Multimedia; Medical education; Internet privacy; Data science; Psychology; Medicine","score_opus":0.44386632282933774,"score_gpt":0.5505159402286658,"score_spread":0.10664961739932804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1988872384","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8043351,0.0024918043,0.00067325536,0.12158479,0.042170107,0.0030056997,0.0000053029357,0.00026318434,0.025470762],"genre_scores_gemma":[0.9356472,0.0010903392,0.0005751839,0.009218684,0.052132394,0.00064984185,0.00002868244,0.000027561966,0.0006301482],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969224,0.0002514092,0.00085899467,0.00025640416,0.00074064883,0.00097018847],"domain_scores_gemma":[0.9837687,0.014568671,0.00036603777,0.00016476933,0.0001886176,0.0009431813],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.015217048,0.0001328817,0.0003894553,0.0001283533,0.0005347937,0.000026837011,0.0004627421,0.00073930534,0.00038105308],"category_scores_gemma":[0.17134756,0.000116174575,0.00006717112,0.00044905362,0.00055437506,0.0016196979,0.000032004835,0.0010753676,0.00006666603],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020650003,0.000018750694,0.07804963,0.000030584557,0.000017984145,2.467241e-7,0.59216064,6.123754e-8,0.000010405591,0.055704925,0.047050774,0.22693534],"study_design_scores_gemma":[0.00097600016,0.000118888405,0.018818265,0.00023381699,0.00006499661,0.0000027527108,0.13965249,0.000007901055,0.000008810971,0.012868803,0.8270743,0.00017301297],"about_ca_topic_score_codex":0.0023557297,"about_ca_topic_score_gemma":0.00009877958,"teacher_disagreement_score":0.7800235,"about_ca_system_score_codex":0.00027519107,"about_ca_system_score_gemma":0.0008319549,"threshold_uncertainty_score":0.8356325},"labels":[],"label_agreement":null},{"id":"W1990124542","doi":"10.1007/s13187-012-0432-2","title":"“5 Mins of Uncomfyness Is Better than Dealing with Cancer 4 a Lifetime”: an Exploratory Qualitative Analysis of Cervical and Breast Cancer Screening Dialogue on Twitter","year":2012,"lang":"en","type":"article","venue":"Journal of Cancer Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":92,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Agency for Healthcare Research and Quality","keywords":"Medicine; Coding (social sciences); Social media; Cancer screening; Breast cancer; Psychological intervention; Cervical cancer; Content analysis; Quarter (Canadian coin); Cancer; Family medicine; World Wide Web; Nursing; Computer science; Internal medicine","score_opus":0.10873056356810115,"score_gpt":0.4976579434172566,"score_spread":0.3889273798491555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1990124542","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9850276,0.0021717367,0.00012095255,0.010395387,0.0019293105,0.00025682556,0.00005681404,0.000004359027,0.000037021284],"genre_scores_gemma":[0.99470234,0.00086035166,0.0007403437,0.0008249776,0.0026588063,0.00018094471,0.0000052769624,0.000017305923,0.000009636722],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977805,0.0005554421,0.0005613551,0.00015062848,0.0006843535,0.0002676947],"domain_scores_gemma":[0.9965806,0.0006650009,0.001251422,0.00012427915,0.001058795,0.00031988975],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013318929,0.00013242588,0.00044484966,0.00044134463,0.00016484343,0.00002307936,0.00015249224,0.000108121654,0.0002960016],"category_scores_gemma":[0.00013620213,0.00011246616,0.00008813212,0.00093704194,0.00024658584,0.00064708974,0.00001032683,0.00021317616,2.849751e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013261603,0.00015780976,0.5978955,0.000045728604,0.00028575686,5.2589268e-8,0.3773433,0.00006144541,0.000052798154,0.00009193226,0.00010385213,0.023829177],"study_design_scores_gemma":[0.0002459257,0.00009082184,0.8699217,0.00044980602,0.0008883601,5.310334e-7,0.12707265,0.00002052642,0.00036718283,0.00007317203,0.00072792516,0.00014140595],"about_ca_topic_score_codex":0.047536716,"about_ca_topic_score_gemma":0.01958486,"teacher_disagreement_score":0.27202618,"about_ca_system_score_codex":0.00044423452,"about_ca_system_score_gemma":0.001989105,"threshold_uncertainty_score":0.99830514},"labels":[],"label_agreement":null},{"id":"W1990598610","doi":"10.2196/ijmr.2457","title":"Correction: Improving Interoperability in ePrescribing","year":2012,"lang":"en","type":"erratum","venue":"Interactive Journal of Medical Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medical prescription; Interoperability; Table (database); Sample (material); Computer science; Set (abstract data type); Statistics; Minor (academic); Information retrieval; Medicine; Data mining; Mathematics; World Wide Web; Political science; Programming language; Nursing","score_opus":0.2540911673788983,"score_gpt":0.5582555845654558,"score_spread":0.30416441718655746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1990598610","genre_codex":"editorial","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.030624015,0.0070244605,0.00013598116,0.045580875,0.8331549,0.0015654194,0.00000489035,0.000025105606,0.08188431],"genre_scores_gemma":[0.8381242,0.011843164,0.00014522955,0.0004017291,0.12411919,0.0003723738,0.000016330489,0.00011417021,0.024863606],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98241436,0.007279916,0.0012990703,0.00030778858,0.0076198257,0.0010790494],"domain_scores_gemma":[0.9650645,0.028425675,0.0009394689,0.00030407406,0.003798951,0.0014672909],"candidate_categories":["metaresearch","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.044899542,0.000188002,0.00067345356,0.0012397338,0.00040007592,0.00017559451,0.0015551826,0.0012942542,0.004407695],"category_scores_gemma":[0.34527332,0.0001677967,0.00020017037,0.0011255479,0.0010279353,0.00080571754,0.0002981529,0.016434666,0.000084548454],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00015405063,0.00035237463,0.0033990142,0.00010786969,0.00003019578,0.00006243351,0.062063504,1.1424837e-7,0.0000045514225,0.00006201498,0.59685457,0.33690932],"study_design_scores_gemma":[0.00030614625,0.00022931084,0.008327579,0.0043698847,0.000013685765,0.000027174976,0.04208472,0.00007606358,0.000014020938,0.00026867696,0.94412655,0.00015621557],"about_ca_topic_score_codex":0.051561806,"about_ca_topic_score_gemma":0.019612815,"teacher_disagreement_score":0.8075002,"about_ca_system_score_codex":0.0062960284,"about_ca_system_score_gemma":0.015062497,"threshold_uncertainty_score":0.9982767},"labels":[],"label_agreement":null},{"id":"W1990995475","doi":"10.1684/ipe.2010.0688","title":"Psychiatrie et Facebook : illustration de l'utilisation des sites sociaux au lendemain d'un trauma","year":2010,"lang":"fr","type":"article","venue":"L information psychiatrique","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut Universitaire en Santé Mentale de Québec; Douglas Mental Health University Institute","funders":"","keywords":"Humanities; Political science; Philosophy; Art","score_opus":0.08430963264753552,"score_gpt":0.37932347784647924,"score_spread":0.2950138451989437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1990995475","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81733644,0.0004366282,0.012651358,0.09277602,0.03282494,0.0039554243,0.00009272045,0.0003320356,0.039594423],"genre_scores_gemma":[0.95463115,0.0010807087,0.03101033,0.004393208,0.0062440494,0.0014540493,0.00038239575,0.00005004491,0.000754055],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.995597,0.0010392402,0.0013008328,0.00030612017,0.00072992913,0.0010268566],"domain_scores_gemma":[0.99649364,0.0010338606,0.0010174402,0.00036188014,0.00055001467,0.0005431622],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0046356716,0.00038875593,0.00032803864,0.00034044392,0.0018189874,0.00036515013,0.00042343664,0.0011784394,0.0016370697],"category_scores_gemma":[0.002013894,0.00047885673,0.0002321177,0.0011435746,0.0009033921,0.005243741,0.000028686916,0.0012498006,0.00087492674],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003618453,0.00021296745,0.03870558,0.00033014166,0.000035971254,1.8327363e-7,0.31446946,0.000070738635,0.00007661322,0.34808823,0.0067201033,0.29125383],"study_design_scores_gemma":[0.0012525951,0.00022646984,0.19413674,0.000106398504,0.000115773226,0.000015899697,0.047230933,0.0013128814,0.00040085398,0.12878676,0.62560517,0.00080954947],"about_ca_topic_score_codex":0.009360551,"about_ca_topic_score_gemma":0.048796352,"teacher_disagreement_score":0.61888504,"about_ca_system_score_codex":0.0011931359,"about_ca_system_score_gemma":0.0043148,"threshold_uncertainty_score":0.999903},"labels":[],"label_agreement":null},{"id":"W1992050372","doi":"10.2196/jmir.3504","title":"Exploring Women’s Beliefs and Perceptions About Healthy Eating Blogs: A Qualitative Study","year":2015,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":68,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"The Quebec Population Health Research Network; University of Toronto; St. Michael's Hospital; McGill University; Université Laval","funders":"","keywords":"Psychology; Qualitative research; Perception; Social psychology; Developmental psychology; Sociology","score_opus":0.6754006634249727,"score_gpt":0.6388341643492448,"score_spread":0.036566499075727954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1992050372","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9714896,0.00046701593,0.0000344551,0.02474401,0.0021930737,0.0005105653,5.8286304e-7,0.000012489624,0.00054822926],"genre_scores_gemma":[0.9944575,0.001095323,0.0001846559,0.00016515462,0.0034135508,0.0005529164,2.832374e-7,0.000011115939,0.000119488795],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98817986,0.0055646575,0.0006985017,0.00017649173,0.004741605,0.0006388888],"domain_scores_gemma":[0.98929584,0.006966881,0.00023289258,0.0001086191,0.0013971119,0.0019986264],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.0524288,0.00007917903,0.00028462103,0.00040375013,0.0003471336,0.0001317681,0.00053311884,0.0001274634,0.0005517273],"category_scores_gemma":[0.06919788,0.00006740909,0.00003542265,0.00057013263,0.0007329179,0.0004304128,0.00014458483,0.001576516,0.000032162894],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007310984,0.00034743288,0.015336482,0.000024108349,0.000024135466,0.000021294885,0.95739853,1.18943035e-7,8.8580595e-7,0.001015702,0.002565707,0.023192476],"study_design_scores_gemma":[0.0006396069,0.0017342956,0.013220569,0.00025281953,0.0000035778494,0.000008060044,0.97214,0.00001565681,5.7377616e-7,0.0011325431,0.010795582,0.000056725166],"about_ca_topic_score_codex":0.015580865,"about_ca_topic_score_gemma":0.002885469,"teacher_disagreement_score":0.024578854,"about_ca_system_score_codex":0.0015843308,"about_ca_system_score_gemma":0.0031556212,"threshold_uncertainty_score":0.9909745},"labels":[],"label_agreement":null},{"id":"W1993030505","doi":"10.3109/0142159x.2014.990878","title":"How we made professionalism relevant to twenty-first century residents","year":2015,"lang":"en","type":"article","venue":"Medical Teacher","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Social media; Curriculum; Medical education; Psychology; Value (mathematics); Medicine; Pedagogy; Computer science","score_opus":0.16535890600701192,"score_gpt":0.43286958611052645,"score_spread":0.26751068010351453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1993030505","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26192033,0.0011895744,0.000038035505,0.71240705,0.016790463,0.0011970388,0.0000012845791,0.00016111214,0.0062951096],"genre_scores_gemma":[0.9501912,0.00090167887,0.0008135209,0.004031639,0.012233378,0.0013469667,0.000019309058,0.00006057412,0.03040173],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9955887,0.0007513627,0.0002568396,0.00030656502,0.0025090503,0.0005874914],"domain_scores_gemma":[0.9975001,0.00046616318,0.000095253316,0.00022271353,0.00016075342,0.0015550179],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0030617935,0.00012002082,0.00019504337,0.00008279813,0.0003874804,0.00006835397,0.00048989255,0.00037320916,0.0011837619],"category_scores_gemma":[0.040483207,0.00010401971,0.000046489873,0.00043149144,0.00024761484,0.00016944617,0.000106288346,0.00050945353,0.00046872828],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004563682,0.00040014568,0.091748245,0.0000586661,0.000017582048,0.00002695753,0.28326952,1.7698383e-7,0.0000039612205,0.0066622403,0.5571309,0.06063598],"study_design_scores_gemma":[0.00029341356,0.000028155213,0.012676802,0.00018497845,0.0000075589583,6.772603e-7,0.02173522,0.000008292676,0.000003126629,0.0020077338,0.9629211,0.00013298217],"about_ca_topic_score_codex":0.004911299,"about_ca_topic_score_gemma":0.0015069491,"teacher_disagreement_score":0.7083754,"about_ca_system_score_codex":0.00066837005,"about_ca_system_score_gemma":0.0015952414,"threshold_uncertainty_score":0.9997293},"labels":[],"label_agreement":null},{"id":"W1994214494","doi":"10.1002/(sici)1097-0185(20000415)261:2<57::aid-ar5>3.0.co;2-r","title":"Animating functional anatomy for the web","year":2000,"lang":"en","type":"article","venue":"The Anatomical Record","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Animation; Computer science; Muscles of mastication; Adobe photoshop; Computer animation; Software; Multimedia; Anatomy; Computer graphics (images); Temporomandibular joint; Medicine; Orthodontics","score_opus":0.10513519999487342,"score_gpt":0.4042713031088502,"score_spread":0.29913610311397676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1994214494","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89632666,0.00031482143,0.00012519995,0.08763684,0.0034452947,0.0014741223,0.0000054995876,0.00009734794,0.01057419],"genre_scores_gemma":[0.99199426,0.0004780025,0.00047544838,0.0017592602,0.0035599072,0.0008495041,0.000003407638,0.0000140409,0.00086614036],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988933,0.00019775295,0.00018562376,0.00013577317,0.00027494034,0.00031260063],"domain_scores_gemma":[0.9923402,0.0072709126,0.00006164963,0.00015509444,0.00008104668,0.000091115166],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012897513,0.000064216336,0.00008907389,0.00001915479,0.0013658712,0.00006870357,0.00031283058,0.000077458346,0.0022714725],"category_scores_gemma":[0.0023017847,0.000039841416,0.00007412582,0.0003034478,0.0002810926,0.0001029424,0.000011842604,0.00018078621,0.00018953625],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006162243,0.000026058948,0.0032797123,0.000005411716,0.000014520341,9.424937e-8,0.0045952466,0.0000035741923,0.000012231697,0.04167337,0.021059133,0.929269],"study_design_scores_gemma":[0.0001438171,0.00001617431,0.010963394,0.0000069722096,0.000016887474,3.099532e-7,0.0024171493,0.0017792705,0.000008124028,0.011937227,0.9726423,0.00006834814],"about_ca_topic_score_codex":0.0028156617,"about_ca_topic_score_gemma":0.0020587395,"teacher_disagreement_score":0.9515832,"about_ca_system_score_codex":0.00015757696,"about_ca_system_score_gemma":0.00039860274,"threshold_uncertainty_score":0.9999342},"labels":[],"label_agreement":null},{"id":"W1994924872","doi":"10.5959/eimj.v6i4.277","title":"Investigating the Use of Social Networking Tools Among Medical Students","year":2014,"lang":"en","type":"article","venue":"Education in Medicine Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Psychology; Internet privacy; Medical education; Sociology; Computer science; Medicine","score_opus":0.22957222717162282,"score_gpt":0.49350850259324547,"score_spread":0.2639362754216227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1994924872","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93171847,0.00018711454,0.00020634061,0.047831196,0.017798908,0.0004494158,1.18505035e-7,0.000013406197,0.0017950352],"genre_scores_gemma":[0.9660126,0.00030443285,0.0005751701,0.0023785918,0.030420655,0.000100636855,0.0000035330456,0.0000139654685,0.0001904082],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9951925,0.0016568878,0.0007296614,0.00011658774,0.0019979605,0.00030639136],"domain_scores_gemma":[0.99360275,0.0050107543,0.00065586896,0.00010678814,0.00032576782,0.0002980891],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.009987595,0.000084416424,0.0002215757,0.00016080464,0.0008182805,0.000110873116,0.0005962829,0.00014494365,0.0005376745],"category_scores_gemma":[0.037058637,0.00006347909,0.000036135756,0.00065428176,0.00091188226,0.00035020494,0.000033778706,0.0007121431,0.0000034920379],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000017826451,0.00006230618,0.71682453,0.000011150028,0.000005669786,9.4494375e-8,0.10573265,0.0000056028853,0.0000026243151,0.0022921546,0.04157105,0.13349037],"study_design_scores_gemma":[0.0002198068,0.000023323038,0.75571847,0.00040674306,0.000013344948,0.0000023661387,0.023464732,0.000049369897,7.91538e-7,0.0014767044,0.2185684,0.000055970344],"about_ca_topic_score_codex":0.004035539,"about_ca_topic_score_gemma":0.0017519478,"teacher_disagreement_score":0.17699735,"about_ca_system_score_codex":0.00029870865,"about_ca_system_score_gemma":0.0026845282,"threshold_uncertainty_score":0.97105265},"labels":[],"label_agreement":null},{"id":"W1996121338","doi":"10.1111/medu.12337","title":"Tweeting during conferences: educational or just another distraction?","year":2013,"lang":"en","type":"article","venue":"Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social media; Dissemination; Variety (cybernetics); Order (exchange); Medical education; Computer science; Medicine; World Wide Web; Artificial intelligence","score_opus":0.08623296974893983,"score_gpt":0.4442014577453063,"score_spread":0.35796848799636644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1996121338","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8101767,0.00010103229,0.000040047755,0.1539817,0.012422952,0.001104796,0.0000010640198,0.00010029193,0.022071416],"genre_scores_gemma":[0.9848184,0.00014086015,0.0005021764,0.0022306433,0.006291332,0.002139639,0.00003536047,0.00001643204,0.0038251812],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978433,0.0002756972,0.00036211708,0.00025800974,0.00088544836,0.0003754085],"domain_scores_gemma":[0.99751276,0.0014021625,0.00018731088,0.00015930926,0.00037971235,0.00035874956],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006703279,0.00010647561,0.00012938929,0.000100026286,0.0007507542,0.0001262844,0.00026671973,0.00021397087,0.044300534],"category_scores_gemma":[0.020469159,0.000096442,0.000035104422,0.0004298201,0.00031723094,0.0004411528,0.000016051747,0.00026190802,0.00090331933],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034437748,0.0022816951,0.38069227,0.0003235389,0.000035900975,7.954712e-7,0.09999625,0.0000010485334,0.00015058166,0.037829015,0.14194056,0.3367139],"study_design_scores_gemma":[0.00024673322,0.000024019622,0.7372206,0.00022623866,0.000017064878,0.000004979707,0.037751574,0.000026427659,0.000050316812,0.0025466906,0.22161198,0.00027336157],"about_ca_topic_score_codex":0.02890185,"about_ca_topic_score_gemma":0.0031882243,"teacher_disagreement_score":0.35652834,"about_ca_system_score_codex":0.00048370697,"about_ca_system_score_gemma":0.014664184,"threshold_uncertainty_score":0.9998746},"labels":[],"label_agreement":null},{"id":"W1998676845","doi":"10.1504/ijeh.2008.018919","title":"Developing a Web 2.0 Telemedical Education System: the AJAX-Cocoon Portal","year":2008,"lang":"en","type":"article","venue":"International Journal of Electronic Healthcare","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Ajax; World Wide Web; Computer science; Web 2.0; Web service; Multimedia; XML; JavaScript; Web application; Semantic Web; Workflow; Database","score_opus":0.08074984191328682,"score_gpt":0.4353938239603867,"score_spread":0.3546439820470999,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1998676845","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74816144,0.0044998014,0.00043960748,0.22186911,0.022146868,0.0008174071,0.0000030846456,0.000053533873,0.0020091352],"genre_scores_gemma":[0.98817366,0.00206578,0.0003193138,0.0016434939,0.0076267375,0.0000947766,0.0000065600084,0.000014380052,0.000055288983],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99650985,0.0005520651,0.0007736752,0.00014159917,0.0015144909,0.00050834526],"domain_scores_gemma":[0.99583006,0.0007655483,0.0007020778,0.00011076824,0.002331591,0.00025994718],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021235163,0.0001069129,0.00019722234,0.00020955138,0.0006547804,0.00004260477,0.00075803994,0.00014280815,0.00006544347],"category_scores_gemma":[0.0030388443,0.000086589964,0.00009658563,0.00044007043,0.00021126901,0.00027115617,0.000023885123,0.000681696,0.000021207888],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012223628,0.00021086137,0.045256957,0.00011348362,0.00016918064,0.00007596245,0.04357415,0.0000065256927,0.000024058363,0.78841394,0.009298764,0.11273387],"study_design_scores_gemma":[0.0008572287,0.00032579346,0.033852518,0.0009256423,0.00003925281,0.0019216449,0.04199482,0.000069846654,0.00006296919,0.0062456676,0.9133621,0.0003425052],"about_ca_topic_score_codex":0.0047400678,"about_ca_topic_score_gemma":0.0031571533,"teacher_disagreement_score":0.90406334,"about_ca_system_score_codex":0.0035500752,"about_ca_system_score_gemma":0.044688694,"threshold_uncertainty_score":0.96072704},"labels":[],"label_agreement":null},{"id":"W1999699713","doi":"10.1111/j.1365-2923.2009.03471.x","title":"The utility of podcasts in Web 2.0 human anatomy","year":2009,"lang":"en","type":"article","venue":"Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Curriculum; Medical education; Medicine; Sociology; Pedagogy","score_opus":0.05175088334821649,"score_gpt":0.4785294607741991,"score_spread":0.42677857742598263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1999699713","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88762635,0.00037875815,0.00000236336,0.09414088,0.0030738283,0.00047674912,2.742108e-7,0.000020315108,0.014280477],"genre_scores_gemma":[0.9980079,0.00016569882,0.000041110885,0.00089819246,0.000724734,0.00009687447,0.0000040786645,0.000002439536,0.000058985057],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9983476,0.00037905993,0.00030093495,0.000114833725,0.00063853833,0.0002190297],"domain_scores_gemma":[0.9987267,0.0007483808,0.0001068551,0.00014568292,0.00012649519,0.00014587582],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0024256876,0.00004515011,0.000091637085,0.00006099903,0.00032331867,0.000014454705,0.0002530171,0.00012488356,0.00042314906],"category_scores_gemma":[0.015237487,0.000037769947,0.000023609762,0.0005089376,0.0003189565,0.000077281984,0.000006956313,0.00018457152,0.000009284141],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006341377,0.0005338009,0.10156552,0.000011742063,0.0000014202709,2.1562494e-7,0.030321127,1.884447e-8,0.00001164488,0.03690881,0.016980985,0.81365836],"study_design_scores_gemma":[0.00011120403,0.000023811783,0.8025796,0.00005138054,0.0000025591255,1.8778779e-7,0.005791377,0.000040335857,0.000015018777,0.009805575,0.18152918,0.00004979142],"about_ca_topic_score_codex":0.005076274,"about_ca_topic_score_gemma":0.011352931,"teacher_disagreement_score":0.8136086,"about_ca_system_score_codex":0.00015263064,"about_ca_system_score_gemma":0.0048768558,"threshold_uncertainty_score":0.9930576},"labels":[],"label_agreement":null},{"id":"W2000024897","doi":"10.1016/j.nedt.2014.10.012","title":"Happiness, stress, a bit of vulgarity, and lots of discursive conversation: A pilot study examining nursing students' tweets about nursing education posted to Twitter","year":2014,"lang":"en","type":"article","venue":"Nurse Education Today","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":44,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Nurse education; Social media; Happiness; Nursing; Psychology; Conversation; Variety (cybernetics); Medicine; Computer science; Social psychology; World Wide Web","score_opus":0.07684203976547797,"score_gpt":0.4325875744498869,"score_spread":0.3557455346844089,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2000024897","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97412485,0.00031033537,0.00015165014,0.009145001,0.009663331,0.0032523773,0.000005646776,0.000047006568,0.0032998114],"genre_scores_gemma":[0.99702096,0.000026865258,0.00064390595,0.00021253384,0.0012964675,0.0005477589,0.000036125963,0.000029959727,0.00018542254],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99680203,0.00080009905,0.0006805007,0.0004660053,0.0008913174,0.00036003103],"domain_scores_gemma":[0.99682176,0.00081359997,0.00064207806,0.00036971038,0.0010235645,0.00032926543],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011390281,0.00021042806,0.00038789498,0.0004154719,0.00043354227,0.00010026175,0.0003584984,0.00010769556,0.00008977546],"category_scores_gemma":[0.0024248755,0.0002387669,0.000030260224,0.000923072,0.00050033873,0.00039491625,0.00002098683,0.00017648184,0.000011809847],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006397778,0.0072918683,0.3887108,0.000084105945,0.000022359556,4.5222265e-8,0.47101632,0.0000024205137,0.0003333768,0.0033869212,0.0010451126,0.12804271],"study_design_scores_gemma":[0.0003908292,0.0006175726,0.7188969,0.0013032607,0.00009233076,5.974044e-7,0.27665192,0.0000045431552,0.00017481056,0.0012524386,0.00043142756,0.00018335493],"about_ca_topic_score_codex":0.0070776767,"about_ca_topic_score_gemma":0.0007068208,"teacher_disagreement_score":0.3301861,"about_ca_system_score_codex":0.0006044161,"about_ca_system_score_gemma":0.0023858084,"threshold_uncertainty_score":0.99953425},"labels":[],"label_agreement":null},{"id":"W2000519433","doi":"10.3138/jvme.38.4.353","title":"Teaching Veterinary Professionalism in the Face(book) of Change","year":2011,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Graduation (instrument); Social media; Confidentiality; Medical education; Psychology; Professional development; Medicine; Political science","score_opus":0.5717117510730112,"score_gpt":0.5412084161437793,"score_spread":0.03050333492923185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2000519433","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96913767,0.0022343907,0.00000949861,0.018213898,0.008184239,0.00052228593,5.1295115e-7,0.0000060065017,0.0016915004],"genre_scores_gemma":[0.99489945,0.00069128274,0.00048122287,0.0017349658,0.0019899427,0.00016669343,0.0000016197547,0.000008008578,0.000026810161],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965707,0.0015427693,0.0006040464,0.000091151094,0.0009826609,0.00020867605],"domain_scores_gemma":[0.9980919,0.0008782654,0.0005586404,0.00012719726,0.00017030866,0.0001736927],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005051744,0.000079462625,0.0001892637,0.00015744174,0.00018235139,0.00000814259,0.00053250697,0.00016362498,0.0005091942],"category_scores_gemma":[0.0055920086,0.000058797687,0.00006714967,0.00024121306,0.0002259905,0.00046552744,0.000030544772,0.0005868967,0.0000044234744],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015838325,0.0015332783,0.006902655,0.00014054752,0.000010097774,0.000030337203,0.7250536,2.8407426e-8,0.00011111225,0.0034442183,0.0025176792,0.26009804],"study_design_scores_gemma":[0.0005771485,0.0020887759,0.3947423,0.0016496369,0.000032691012,0.00029532824,0.17746137,0.000009683556,0.000014083235,0.0027666895,0.4201633,0.00019899312],"about_ca_topic_score_codex":0.003729217,"about_ca_topic_score_gemma":0.000046341713,"teacher_disagreement_score":0.5475923,"about_ca_system_score_codex":0.00017083707,"about_ca_system_score_gemma":0.0024174324,"threshold_uncertainty_score":0.66945606},"labels":[],"label_agreement":null},{"id":"W2001828471","doi":"10.1503/cmaj.109-5015","title":"Doctors v. government: taking the fight online","year":2015,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Internet privacy; Government (linguistics); Social media; The Internet; Computer science; Weasel; World Wide Web; Computer security","score_opus":0.07707230893967582,"score_gpt":0.3667437556740013,"score_spread":0.2896714467343255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2001828471","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2249659,0.0005961745,0.00003576874,0.69923776,0.031557295,0.0007095941,0.000037147405,0.000048869053,0.04281149],"genre_scores_gemma":[0.913653,0.00042928196,0.00024335328,0.046500396,0.03772296,0.0001189267,0.000010972804,0.00002697048,0.001294119],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9947038,0.0007550785,0.00035104682,0.00010132799,0.003501581,0.0005871559],"domain_scores_gemma":[0.9948016,0.0014600867,0.00041219266,0.00008152738,0.00046930686,0.0027753324],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006322641,0.00007498209,0.000120508535,0.00004929782,0.0011217467,0.00016831477,0.00042440943,0.00032289937,0.0034184125],"category_scores_gemma":[0.065439805,0.000060146816,0.000056090266,0.0004163948,0.00009847157,0.0001846168,0.000011679413,0.0008807054,0.00014629387],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000003852252,0.000045275694,0.2760795,0.0000027787873,0.00004480816,0.000046886846,0.04377578,0.0000032556534,2.9307304e-7,0.0070990445,0.45339054,0.219508],"study_design_scores_gemma":[0.00019458377,0.000012059509,0.041453615,0.000020663034,0.000008862623,0.000008023392,0.015639348,0.0000211596,4.657272e-7,0.0005798109,0.9419919,0.00006948956],"about_ca_topic_score_codex":0.07433957,"about_ca_topic_score_gemma":0.5145826,"teacher_disagreement_score":0.68868715,"about_ca_system_score_codex":0.0070113046,"about_ca_system_score_gemma":0.01286271,"threshold_uncertainty_score":0.9974926},"labels":[],"label_agreement":null},{"id":"W2002420741","doi":"10.5688/ajpe7719","title":"Use and Views on Social Networking Sites of Pharmacy Students in the United Kingdom","year":2013,"lang":"en","type":"article","venue":"American Journal of Pharmaceutical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":85,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Queen's University; Queen's University Belfast","keywords":"Medicine; Body mass index; Asymptomatic; Quartile; Internal medicine; Logistic regression; Intraocular pressure; Cross-sectional study; Cardiology; Coronary artery disease; Ophthalmology; Confidence interval; Pathology","score_opus":0.4045200875037718,"score_gpt":0.560459846920201,"score_spread":0.15593975941642924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2002420741","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9838812,0.00014037405,0.0000056222325,0.013746752,0.0015543749,0.00055985467,4.348517e-7,0.0000043827577,0.00010704539],"genre_scores_gemma":[0.9945701,0.0004995157,0.00019642875,0.002930233,0.0017298949,0.0000618478,0.0000018287254,0.0000071576696,0.000003044298],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972418,0.0013033423,0.00047492087,0.00009687554,0.0006418233,0.00024122473],"domain_scores_gemma":[0.99628264,0.0025374566,0.00058491103,0.000059252427,0.00037216477,0.00016356543],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018086189,0.00008648886,0.00020897396,0.00023381802,0.00021285922,0.000101490965,0.0002950241,0.000030911866,0.00006730487],"category_scores_gemma":[0.0014092984,0.00006846718,0.00004674543,0.0010138797,0.00052630395,0.00033122158,0.000015160507,0.0004117662,0.0000047225117],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007353568,0.0007318602,0.5576384,0.000019230542,0.000020912854,5.93361e-7,0.081876494,0.0000043100868,0.00025186272,0.0016217744,0.0016169877,0.356144],"study_design_scores_gemma":[0.000637049,0.0001913529,0.7976864,0.000118259384,0.00009065096,0.0000053490553,0.05097299,0.00008984355,0.00009166359,0.0004736382,0.14948222,0.0001605931],"about_ca_topic_score_codex":0.009031939,"about_ca_topic_score_gemma":0.00007678899,"teacher_disagreement_score":0.3559834,"about_ca_system_score_codex":0.00017454279,"about_ca_system_score_gemma":0.00051217264,"threshold_uncertainty_score":0.997567},"labels":[],"label_agreement":null},{"id":"W2003371276","doi":"10.2196/ijmr.2847","title":"What Influences Patient Participation in an Online Forum for Weight Loss Surgery? A Qualitative Case Study","year":2014,"lang":"en","type":"article","venue":"Interactive Journal of Medical Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":57,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Thematic analysis; Social media; Context (archaeology); Online forum; Online discussion; Medicine; Qualitative research; Psychology; Computer-assisted web interviewing; Medical education; Internet privacy; Political science; Sociology; Business","score_opus":0.46780716322996657,"score_gpt":0.6725862183417797,"score_spread":0.2047790551118131,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2003371276","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9647532,0.00013676763,0.00012523736,0.030080983,0.0037768926,0.0011093112,0.0000024225012,0.000004768492,0.000010424835],"genre_scores_gemma":[0.99773335,0.0002763359,0.00011028203,0.00020562689,0.0012848098,0.00037429674,0.0000022331785,0.000010217131,0.0000028678407],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.984733,0.010237368,0.00096085895,0.00019979302,0.003300039,0.00056896295],"domain_scores_gemma":[0.9146131,0.08073328,0.0005489674,0.00013508242,0.0031448968,0.00082463206],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.026938312,0.000089630215,0.00035042083,0.00059759454,0.00035029292,0.00015742754,0.00035022173,0.00015093962,0.00013974997],"category_scores_gemma":[0.16070426,0.00007324245,0.0000782672,0.0006947708,0.00047690445,0.0017083696,0.000049046954,0.0009859856,0.000003967495],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036864667,0.002111866,0.07818999,0.000017667719,0.000022429718,0.00021952094,0.59099853,0.0000020671687,0.0000029313817,0.00022039002,0.00029817896,0.32754776],"study_design_scores_gemma":[0.00059604336,0.001951383,0.0136855375,0.00045391658,0.000008187864,0.000023738407,0.9746252,0.00029050597,0.000026563574,0.0027408598,0.0055178483,0.000080233534],"about_ca_topic_score_codex":0.014101213,"about_ca_topic_score_gemma":0.083168454,"teacher_disagreement_score":0.38362664,"about_ca_system_score_codex":0.0006778281,"about_ca_system_score_gemma":0.0021056344,"threshold_uncertainty_score":0.99246395},"labels":[],"label_agreement":null},{"id":"W2003857946","doi":"10.1001/jama.2013.2776","title":"Status Update: Whose Photo Is That?","year":2013,"lang":"en","type":"article","venue":"JAMA","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; University of Toronto; Women's College Hospital","funders":"","keywords":"Medicine","score_opus":0.08485497514496815,"score_gpt":0.38933972152812263,"score_spread":0.3044847463831545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2003857946","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9072116,0.00023654832,0.0000056979757,0.05169294,0.004879274,0.0010267418,0.000005949951,0.00010247873,0.03483876],"genre_scores_gemma":[0.98892814,0.0005284087,0.00063377694,0.006201748,0.0019893849,0.000768705,0.0000068123954,0.000013048598,0.00092995766],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987958,0.00013861363,0.00012186558,0.00014996168,0.00035364705,0.00044013342],"domain_scores_gemma":[0.9988773,0.00046292203,0.00007517042,0.00015320207,0.00015254985,0.00027889348],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00033575503,0.00006124511,0.000088826826,0.000040417843,0.00033787655,0.00014708262,0.00016331233,0.00013268467,0.00774072],"category_scores_gemma":[0.0015543947,0.00006245391,0.000029481624,0.0002540544,0.0001290714,0.00043787537,0.000019035655,0.00013095338,0.0030987058],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000049053415,0.000060161612,0.12840307,0.000017133158,0.0000075998882,6.8423464e-7,0.14615202,6.922578e-8,0.00003741851,0.0046599847,0.34333453,0.37732244],"study_design_scores_gemma":[0.00013733789,0.000009307001,0.20174168,0.000008276014,0.0000030731535,6.599513e-8,0.0108211385,0.000004571396,0.00018190884,0.0029346608,0.7840789,0.00007909886],"about_ca_topic_score_codex":0.07321162,"about_ca_topic_score_gemma":0.0013353542,"teacher_disagreement_score":0.44074437,"about_ca_system_score_codex":0.00022085449,"about_ca_system_score_gemma":0.00040938318,"threshold_uncertainty_score":0.9976775},"labels":[],"label_agreement":null},{"id":"W2005548563","doi":"10.1136/bmj.332.7547.925","title":"Are virtual communities good for our health?","year":2006,"lang":"en","type":"letter","venue":"BMJ","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":68,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Baycrest Hospital; McMaster University; University of Toronto; University Health Network","funders":"","keywords":"Internet privacy; Public relations; The Internet; Medicine; Business; Political science; World Wide Web; Computer science","score_opus":0.24929289670715543,"score_gpt":0.4727568653067914,"score_spread":0.22346396859963596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2005548563","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00037244393,0.00030218466,0.000023842409,0.96863854,0.022327708,0.0038437305,0.00018317526,0.0001361829,0.004172184],"genre_scores_gemma":[0.0023476603,0.00006515661,0.00061999715,0.88776207,0.09355992,0.005915627,0.0007818735,0.0000715761,0.008876118],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971533,0.00093840214,0.00046216618,0.0001774032,0.00057431124,0.0006944423],"domain_scores_gemma":[0.99592894,0.0025022833,0.0009164994,0.00032273433,0.00022959278,0.00009993631],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001387171,0.0001781794,0.00040554127,0.0001199569,0.0012544482,0.00009105533,0.00047152297,0.00081764214,0.000031695938],"category_scores_gemma":[0.0013311389,0.00020641634,0.0001238784,0.00017391196,0.00014381556,0.000081735176,0.000028015653,0.0009718218,0.00008220377],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000018196595,0.00001730006,0.0011090251,0.00016942911,0.000008229945,0.0000014671243,0.0147791505,3.7941646e-7,8.643653e-9,0.0007009495,0.9799473,0.00326492],"study_design_scores_gemma":[0.00011166341,0.000048142378,0.0020164761,0.00015562227,0.00001083103,2.7947482e-7,0.037985835,8.047941e-7,1.3722317e-7,0.0007335972,0.9587429,0.00019371932],"about_ca_topic_score_codex":0.06064685,"about_ca_topic_score_gemma":0.032752395,"teacher_disagreement_score":0.080876485,"about_ca_system_score_codex":0.00073754723,"about_ca_system_score_gemma":0.0018848575,"threshold_uncertainty_score":0.9848974},"labels":[],"label_agreement":null},{"id":"W2005619576","doi":"10.1258/1357633054471902","title":"E-health and the Universitas 21 organization: 1. Global e-health through synergy","year":2005,"lang":"en","type":"article","venue":"Journal of Telemedicine and Telecare","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Steering committee; Medicine; Public relations; Medical education; Political science; Engineering management; Engineering","score_opus":0.023998529248974713,"score_gpt":0.36255634845205187,"score_spread":0.33855781920307715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2005619576","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23839612,0.035500675,0.00042484977,0.7209663,0.0020873323,0.00061861693,0.0000047151248,0.00002803635,0.001973377],"genre_scores_gemma":[0.9646543,0.021697517,0.0013008916,0.00842809,0.003879794,0.0000022439597,0.000003543065,0.0000072352004,0.000026336538],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99847436,0.00033672436,0.00040798934,0.000096439835,0.00043041207,0.00025406442],"domain_scores_gemma":[0.9982354,0.00041714392,0.0005289285,0.00007245918,0.0004116432,0.000334432],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012201798,0.00007999163,0.00030565666,0.000043343025,0.0007670437,0.000028844053,0.00014267885,0.000060888702,0.00008455682],"category_scores_gemma":[0.0018469783,0.000055034063,0.000025678732,0.0005636642,0.00039509728,0.00024735098,0.000022921926,0.00019843718,0.0000014135899],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009247349,0.000067193745,0.08054683,0.00010707838,0.00006192891,0.0000066045077,0.25172684,0.0000042255783,5.0192824e-7,0.070208915,0.09267948,0.50449795],"study_design_scores_gemma":[0.0026262081,0.00046157895,0.031478196,0.00018589392,0.00004662474,0.00010224297,0.18731655,0.00000699749,0.0000017324784,0.0019530053,0.775714,0.0001069988],"about_ca_topic_score_codex":0.0035178731,"about_ca_topic_score_gemma":0.0016268604,"teacher_disagreement_score":0.7262582,"about_ca_system_score_codex":0.0004721058,"about_ca_system_score_gemma":0.0022658908,"threshold_uncertainty_score":0.5899557},"labels":[],"label_agreement":null},{"id":"W2007030358","doi":"10.3747/co.v18i1.796","title":"Publishing in the Age of the Digital Doctor","year":2011,"lang":"en","type":"article","venue":"Current Oncology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Publishing; Medicine; Classics; Data science; Genealogy; History; Computer science; Art; Literature","score_opus":0.5196939618747171,"score_gpt":0.5061450359772439,"score_spread":0.01354892589747314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2007030358","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8963044,0.00021818702,0.0000034080683,0.007110987,0.015351532,0.0006660355,0.00000305596,0.000011790254,0.080330566],"genre_scores_gemma":[0.99895805,0.000043102493,0.000017883396,0.00013251709,0.0006777777,0.00015102579,0.000002357789,0.0000024128217,0.000014898037],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988842,0.0004587792,0.00017546612,0.000081292375,0.00020834443,0.0001919085],"domain_scores_gemma":[0.99838567,0.0012894903,0.00011366221,0.00012480657,0.000055202032,0.00003117402],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010450028,0.00003613872,0.00008427597,0.000033918725,0.00013706184,0.000045153047,0.0005446326,0.000081065875,0.00007433913],"category_scores_gemma":[0.006849064,0.000022394514,0.000033489705,0.0003736329,0.0003741174,0.0002731629,0.00003976354,0.00024167806,0.000009907987],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004154656,0.00025143207,0.41830012,0.000010321072,0.0000013805179,5.769005e-7,0.3459057,2.6564418e-8,0.0000013646834,0.03864703,0.0025911375,0.19428678],"study_design_scores_gemma":[0.00007403591,0.000020948306,0.37139758,0.000010423657,0.0000026453356,1.7310607e-7,0.012091392,3.2749298e-7,0.000002172284,0.0032563708,0.6131206,0.00002329471],"about_ca_topic_score_codex":0.0020222217,"about_ca_topic_score_gemma":0.0043004984,"teacher_disagreement_score":0.6105295,"about_ca_system_score_codex":0.00019574666,"about_ca_system_score_gemma":0.0005423677,"threshold_uncertainty_score":0.8199464},"labels":[],"label_agreement":null},{"id":"W2008092529","doi":"10.1503/cmaj.101563","title":"The lifestyle (LSx) prescription: another use for the pad","year":2011,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Élisabeth Bruyère Hospital","funders":"","keywords":"Medical prescription; Alternative medicine; Medicine; Outpatient clinic; Family medicine; Gerontology; Nursing; Internal medicine","score_opus":0.10108453896371156,"score_gpt":0.3376395869803691,"score_spread":0.23655504801665755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2008092529","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.040144198,0.0014143606,0.00093169155,0.8843273,0.05894981,0.0030038995,0.000036178477,0.0000868996,0.011105664],"genre_scores_gemma":[0.8325112,0.0072811013,0.0012390302,0.07421721,0.06877511,0.0020898983,0.000009323631,0.00010899731,0.013768158],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99719965,0.0006187651,0.00032727863,0.00010132048,0.0011323203,0.000620641],"domain_scores_gemma":[0.99209166,0.005951662,0.0002707007,0.000117540876,0.0006505779,0.00091784436],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006556556,0.000072675684,0.00009294804,0.00004682615,0.0038367594,0.00028064116,0.0004746307,0.0003056465,0.0016450994],"category_scores_gemma":[0.041460488,0.00004269646,0.000087143926,0.00024366502,0.00021009549,0.00025288112,0.000007456553,0.00055093126,0.000076544675],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014492655,0.000029151932,0.18202226,0.0000030051706,0.00009102562,0.0000062784416,0.054293204,3.3640742e-7,4.6095096e-7,0.018332336,0.57093686,0.1742706],"study_design_scores_gemma":[0.0001415646,0.000015181666,0.11182828,0.0000106377865,0.000015003939,0.0000031697543,0.0051628808,0.000021825783,7.592564e-7,0.001305416,0.8814397,0.00005558056],"about_ca_topic_score_codex":0.11123883,"about_ca_topic_score_gemma":0.50122243,"teacher_disagreement_score":0.8101101,"about_ca_system_score_codex":0.0012963269,"about_ca_system_score_gemma":0.0065468457,"threshold_uncertainty_score":0.9992675},"labels":[],"label_agreement":null},{"id":"W2009697739","doi":"10.1016/j.annemergmed.2014.05.015","title":"Global Emergency Medicine Journal Club: Social Media Responses to the January 2014 Online Emergency Medicine Journal Club on Subarachnoid Hemorrhage∗","year":2014,"lang":"en","type":"article","venue":"Annals of Emergency Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; McMaster University","funders":"","keywords":"Journal club; Medicine; Social media; Annals; Club; Session (web analytics); Subarachnoid hemorrhage; Medical emergency; Medical education; World Wide Web; Surgery","score_opus":0.25083398031674775,"score_gpt":0.4940171027924457,"score_spread":0.24318312247569795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2009697739","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34912893,0.012841816,0.0004858866,0.4676429,0.14455044,0.001568632,0.00007526851,0.00013598487,0.023570145],"genre_scores_gemma":[0.7162635,0.06482037,0.00024562702,0.0030462956,0.20743904,0.0002607444,0.00017023155,0.0001817355,0.0075724544],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9833182,0.0038724262,0.0049622944,0.0008721697,0.0049985135,0.001976364],"domain_scores_gemma":[0.9868092,0.0027629978,0.0031790605,0.00094366714,0.0042053103,0.0020997608],"candidate_categories":["metaresearch","metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01993225,0.0008598711,0.0016788294,0.0009274862,0.0032455262,0.00001160017,0.0025840641,0.000577027,0.05734177],"category_scores_gemma":[0.09966407,0.0005913518,0.0005123929,0.0039464557,0.0014440307,0.0004887272,0.0001667279,0.001624191,0.00018164243],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00055552024,0.00038094269,0.020286083,0.00014148244,0.00010289888,0.0000059866693,0.058652353,0.000010731391,0.00016155693,0.0025862225,0.90194064,0.015175575],"study_design_scores_gemma":[0.0018456046,0.0040268283,0.23564689,0.00052545813,0.00054344337,0.000037255944,0.04957548,0.00004706032,0.000027547128,0.025225248,0.6815825,0.000916665],"about_ca_topic_score_codex":0.0053491597,"about_ca_topic_score_gemma":0.008715768,"teacher_disagreement_score":0.4645966,"about_ca_system_score_codex":0.0003537477,"about_ca_system_score_gemma":0.0009891536,"threshold_uncertainty_score":0.9996538},"labels":[],"label_agreement":null},{"id":"W2010676442","doi":"10.1016/j.jneb.2013.09.013","title":"Social Media and Nutrition Education: The Food Hero Experience","year":2013,"lang":"en","type":"article","venue":"Journal of Nutrition Education and Behavior","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":103,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"HERO; Nutrition Education; Social media; Sociology; Medicine; Political science; Gerontology; Art; Literature","score_opus":0.08910398797539411,"score_gpt":0.4162639839043931,"score_spread":0.327159995928999,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2010676442","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9514199,0.002585754,0.0000046829064,0.038234353,0.0061770817,0.0013850967,0.0000019810595,0.000013446116,0.00017770394],"genre_scores_gemma":[0.98607576,0.0018904851,0.0008531334,0.00048785954,0.006430976,0.0042011435,0.0000070095693,0.0000090612275,0.000044574346],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.998653,0.00025246484,0.00040608292,0.00012392913,0.00038719093,0.00017732999],"domain_scores_gemma":[0.9979218,0.00052821916,0.00039136168,0.00007272288,0.0008523462,0.00023353209],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040644343,0.000093652714,0.00014807742,0.00015379244,0.00080835546,0.00020594975,0.00014315196,0.00012900705,0.00023231596],"category_scores_gemma":[0.00071050896,0.00008055111,0.000049612503,0.00031290515,0.00035647213,0.0007418167,0.000010997605,0.00021577266,0.0000072667813],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017831888,0.014220522,0.021132823,0.00017790182,0.000011722038,3.4906796e-7,0.24880345,8.246922e-9,0.00046944324,0.0102546755,0.042168792,0.6627425],"study_design_scores_gemma":[0.0005457313,0.00015506813,0.43459305,0.00018395402,0.00008869487,0.000052236745,0.37542364,3.5304703e-7,0.00013285023,0.0073923348,0.181261,0.00017106096],"about_ca_topic_score_codex":0.00025604657,"about_ca_topic_score_gemma":0.00011046449,"teacher_disagreement_score":0.66257143,"about_ca_system_score_codex":0.00018000162,"about_ca_system_score_gemma":0.0008817937,"threshold_uncertainty_score":0.62172985},"labels":[],"label_agreement":null},{"id":"W2011045657","doi":"10.1007/s00296-014-2969-3","title":"Discourse analysis of the written press reports regarding rheumatoid arthritis, psoriasis, and psoriatic arthritis","year":2014,"lang":"en","type":"article","venue":"Rheumatology International","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Psoriatic arthritis; Psoriasis; Rheumatoid arthritis; Rheumatology; Dermatology; Internal medicine; Arthritis; Physical therapy","score_opus":0.02270879121943193,"score_gpt":0.3364881068287997,"score_spread":0.3137793156093678,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2011045657","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97646457,0.0016752993,0.00022623992,0.009009281,0.00995326,0.00040962425,0.000010994018,0.00004514349,0.0022056026],"genre_scores_gemma":[0.9904221,0.008832445,0.00026549288,0.00008336443,0.00015828064,0.00017606693,0.000018805158,0.000010032946,0.000033354147],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977141,0.00050517,0.00066900183,0.000298828,0.00054749154,0.00026538543],"domain_scores_gemma":[0.99716836,0.0015521697,0.0006419624,0.00028089047,0.00025053803,0.00010607065],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013490292,0.000110828616,0.00040911857,0.00019638645,0.00038068442,0.00005184686,0.00030422132,0.00015942402,0.00014085222],"category_scores_gemma":[0.0067878086,0.00010204814,0.00013313988,0.0003986616,0.00061665324,0.00019652394,0.00007210079,0.00016356687,0.0000028074692],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013444005,0.00008423459,0.74772686,0.000017669952,0.000631876,0.0000018515883,0.022330832,0.000036256573,0.000008695479,0.15822834,0.0019404349,0.06897951],"study_design_scores_gemma":[0.0017966562,0.00006098379,0.7883158,0.0010437461,0.000389608,0.00016807434,0.0143149225,0.002342999,0.00017219888,0.021752024,0.16893993,0.000703058],"about_ca_topic_score_codex":0.009333374,"about_ca_topic_score_gemma":0.006667962,"teacher_disagreement_score":0.16699949,"about_ca_system_score_codex":0.000095822514,"about_ca_system_score_gemma":0.00018818476,"threshold_uncertainty_score":0.99726355},"labels":[],"label_agreement":null},{"id":"W2011951376","doi":"10.2196/jmir.2501","title":"Community Management That Works: How to Build and Sustain a Thriving Online Health Community","year":2013,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":136,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Virtual University","funders":"Harvard University","keywords":"Online community; Thriving; Outreach; Community organization; Community health; Enabling; Public relations; Business; Community building; Nexus (standard); Knowledge management; World Wide Web; Sociology; Medicine; Computer science; Nursing; Political science; Public health","score_opus":0.34742309262731025,"score_gpt":0.5592867000717276,"score_spread":0.2118636074444174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2011951376","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.64330345,0.00046967316,0.00025117208,0.35432795,0.0006804466,0.000687334,5.87955e-7,0.000010171145,0.0002692558],"genre_scores_gemma":[0.99198425,0.0029900852,0.0011672282,0.0025684617,0.00092257827,0.00006113,0.0000019192576,0.0000125792385,0.0002917597],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9840466,0.011413059,0.00044431337,0.00009699795,0.0032781796,0.0007208806],"domain_scores_gemma":[0.9882721,0.008583307,0.00024584102,0.00030482074,0.00082568056,0.0017682763],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.043698084,0.00009404536,0.0003080286,0.0004127199,0.001027493,0.0003868826,0.001568513,0.00018640753,0.00045446272],"category_scores_gemma":[0.024377031,0.00007911996,0.00005037308,0.00062003103,0.0007286755,0.0003555325,0.0007124825,0.0048902305,0.000013901033],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039545514,0.00077747344,0.017714119,0.00029384345,0.000056002387,0.000016534803,0.25629008,3.4641036e-7,0.0000018081341,0.0015972693,0.16729797,0.555915],"study_design_scores_gemma":[0.00055380695,0.0008111205,0.13275543,0.0025329676,0.0000061667415,0.000013142196,0.75451803,0.000070258124,0.000004896499,0.0041636117,0.10445042,0.00012016481],"about_ca_topic_score_codex":0.14240265,"about_ca_topic_score_gemma":0.035851255,"teacher_disagreement_score":0.55579484,"about_ca_system_score_codex":0.0010123467,"about_ca_system_score_gemma":0.00080620556,"threshold_uncertainty_score":0.9974055},"labels":[],"label_agreement":null},{"id":"W2012879746","doi":"10.1503/cmaj.1041734","title":"Media Doctor prognosis for health journalism","year":2005,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Journalism; Public health; Medicine; News media; Family medicine; Selection (genetic algorithm); Alternative medicine; Medical education; Computer science; Media studies; Nursing; Pathology; Sociology; Artificial intelligence","score_opus":0.05799108668748533,"score_gpt":0.3965327664431761,"score_spread":0.33854167975569077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2012879746","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02796059,0.0007441556,0.00016498826,0.953427,0.013911256,0.0009785172,0.000039100392,0.000051647734,0.0027227346],"genre_scores_gemma":[0.57070583,0.006316362,0.011554645,0.19227266,0.21596488,0.0012556185,0.000061729195,0.00012588913,0.0017423681],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9949751,0.0007266352,0.00072709215,0.00016886147,0.0022449973,0.001157302],"domain_scores_gemma":[0.99047005,0.0029276954,0.0005537228,0.000070692215,0.00093818497,0.0050396607],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.010688902,0.000115382005,0.00028007515,0.00026907204,0.00206803,0.0002261168,0.0004001597,0.00049569167,0.0041906335],"category_scores_gemma":[0.044223778,0.00012166916,0.00014248324,0.00044044846,0.000094057854,0.00034134564,0.000006439547,0.0008741566,0.00017263393],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000004820891,0.000046869558,0.03199247,0.000010375602,0.00003980069,0.000005191362,0.033992767,0.0000010951129,2.9523557e-7,0.008482653,0.47253144,0.4528922],"study_design_scores_gemma":[0.00044619764,0.000028954302,0.016132584,0.000055274726,0.000009550791,0.000012131744,0.0024967424,0.000024617846,0.0000013613627,0.0004951758,0.98017925,0.00011813115],"about_ca_topic_score_codex":0.026310798,"about_ca_topic_score_gemma":0.5387817,"teacher_disagreement_score":0.76115435,"about_ca_system_score_codex":0.0076972535,"about_ca_system_score_gemma":0.028126625,"threshold_uncertainty_score":0.99923116},"labels":[],"label_agreement":null},{"id":"W2013187996","doi":"10.1108/itse-02-2013-0002","title":"Brain development, mental health and addiction: a podcast series for undergraduate medical education","year":2013,"lang":"en","type":"article","venue":"Interactive Technology and Smart Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Originality; Active listening; Focus group; Medical education; Psychology; Mental health; Coding (social sciences); Addiction; Health care; Computer science; Pedagogy; Medicine; Sociology; Creativity; Social psychology","score_opus":0.023646537647932866,"score_gpt":0.3852444594686303,"score_spread":0.36159792182069744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2013187996","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49505058,0.0009749281,0.000171203,0.4962246,0.004820736,0.0018444967,0.0000023351172,0.00011398511,0.0007971237],"genre_scores_gemma":[0.9799937,0.0007517371,0.006384486,0.0045672404,0.00067770976,0.0061928653,0.00013031218,0.000018398225,0.0012835733],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99893725,0.00013569075,0.00025726462,0.00026197225,0.00015642088,0.00025138768],"domain_scores_gemma":[0.9987891,0.0004289433,0.00018125595,0.00008583393,0.00026310928,0.00025178248],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040250152,0.000105257226,0.00014062421,0.00033815892,0.0009894609,0.000057972582,0.00009590646,0.00021535504,0.00011505547],"category_scores_gemma":[0.0034726767,0.000114189024,0.00001442244,0.00033366523,0.00041150762,0.00054114737,0.000029304256,0.00019610967,0.00001958846],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024178387,0.00024607283,0.026631383,0.00003441987,0.000022240038,2.179054e-8,0.038575888,2.7089275e-9,0.000018977757,0.050728057,0.03837372,0.845345],"study_design_scores_gemma":[0.00023663898,0.00015917805,0.02752173,0.0002067382,0.0000057643424,0.00002059707,0.08004529,0.0000072338416,0.00007663254,0.028796578,0.86275667,0.00016694733],"about_ca_topic_score_codex":0.0017583403,"about_ca_topic_score_gemma":0.0026125403,"teacher_disagreement_score":0.84517807,"about_ca_system_score_codex":0.00041312387,"about_ca_system_score_gemma":0.0062728757,"threshold_uncertainty_score":0.9993606},"labels":[],"label_agreement":null},{"id":"W2013365029","doi":"10.1007/s13187-014-0711-1","title":"Sifting Through It All: Characterizing Melanoma Patients’ Utilization of the Internet as an Information Source","year":2014,"lang":"en","type":"article","venue":"Journal of Cancer Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":42,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Cancer Agency; University of British Columbia","funders":"","keywords":"Medicine; Melanoma; The Internet; Information source (mathematics); Health professionals; Disease; Family medicine; Internet privacy; Health care; Internal medicine; World Wide Web; Cancer research","score_opus":0.06910958504260757,"score_gpt":0.43812906121661,"score_spread":0.36901947617400244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2013365029","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98061484,0.00007208004,0.00040488102,0.007220856,0.009718691,0.00036513832,9.1029995e-7,0.000007939168,0.0015946382],"genre_scores_gemma":[0.9960222,0.00016194556,0.00025866186,0.0017884788,0.001674433,0.00004059869,0.000009703585,0.000007716131,0.000036251946],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9983251,0.000359759,0.0005866856,0.000062592044,0.0005213353,0.00014454109],"domain_scores_gemma":[0.9969187,0.00025203585,0.0016553297,0.000109372995,0.0009822515,0.00008236052],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00093217014,0.00006892715,0.00013115682,0.00008513169,0.00017480545,0.000064886975,0.000265257,0.000084849285,0.00009186247],"category_scores_gemma":[0.0029617068,0.00005785644,0.000051716986,0.00028794652,0.00007437111,0.0017346644,0.000014347753,0.00015208777,0.000004685482],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028615805,0.00014270665,0.33198586,0.0000554956,0.000014632473,3.9969774e-9,0.28965122,0.000016150412,0.000061204504,0.0039167157,0.0011791417,0.37294826],"study_design_scores_gemma":[0.00024299268,0.00013493541,0.49772543,0.00028800542,0.000048421425,6.637637e-7,0.02173741,0.00007924741,0.00089621125,0.0012263404,0.47752258,0.00009778984],"about_ca_topic_score_codex":0.0056032473,"about_ca_topic_score_gemma":0.00053490885,"teacher_disagreement_score":0.47634342,"about_ca_system_score_codex":0.0004401106,"about_ca_system_score_gemma":0.0014680191,"threshold_uncertainty_score":0.8470471},"labels":[],"label_agreement":null},{"id":"W2013661252","doi":"10.1016/j.yebeh.2011.10.020","title":"Epilepsy in the Twitter era: A need to re-tweet the way we think about seizures","year":2011,"lang":"en","type":"article","venue":"Epilepsy & Behavior","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":84,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Izaak Walton Killam Health Centre; Dalhousie University","funders":"","keywords":"Popularity; Social media; The Internet; Internet privacy; Epilepsy; Psychology; Stigma (botany); Advertising; Medicine; World Wide Web; Computer science; Business; Psychiatry; Social psychology","score_opus":0.14580728947778795,"score_gpt":0.38981161100752465,"score_spread":0.2440043215297367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2013661252","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9342213,0.00030530343,0.0000072815947,0.047368597,0.0058036293,0.0037367048,0.000009205647,0.00010952,0.008438443],"genre_scores_gemma":[0.9863401,0.00016507125,0.00057345146,0.0060768295,0.002051598,0.004337082,0.000006312045,0.000034506098,0.000415038],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.996014,0.0012681929,0.0005322677,0.0004146169,0.0008314819,0.0009394543],"domain_scores_gemma":[0.99713486,0.0015666351,0.00018746383,0.00068805,0.00014151096,0.00028147575],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0028920618,0.00022835021,0.00027886167,0.00015002844,0.000985007,0.00013427585,0.0012358075,0.0002618503,0.0013060311],"category_scores_gemma":[0.0017006343,0.00014990171,0.00012730435,0.0010860439,0.00041354238,0.00023123578,0.00007341302,0.00070118764,0.0005326483],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025387453,0.00025328863,0.29004344,0.0000058811243,0.0000045736315,0.000016408896,0.6531088,2.5199333e-7,0.000026187205,0.0022141237,0.028355442,0.025946211],"study_design_scores_gemma":[0.00017264711,0.00008276738,0.8174596,0.00004331983,0.00004550397,0.000001800644,0.07396153,6.133194e-7,0.00003732461,0.000698198,0.10730576,0.00019093453],"about_ca_topic_score_codex":0.03699029,"about_ca_topic_score_gemma":0.01589598,"teacher_disagreement_score":0.5791473,"about_ca_system_score_codex":0.00029894206,"about_ca_system_score_gemma":0.00045125824,"threshold_uncertainty_score":0.9996069},"labels":[],"label_agreement":null},{"id":"W2014883168","doi":"10.1097/spc.0000000000000025","title":"Social media in cancer care","year":2013,"lang":"en","type":"article","venue":"Current Opinion in Supportive and Palliative Care","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; BC Cancer Agency","funders":"","keywords":"Social media; Lagging; Medicine; Breast cancer; MEDLINE; Internet privacy; Cancer; World Wide Web; Computer science; Pathology","score_opus":0.3001204363036293,"score_gpt":0.5148446483032099,"score_spread":0.21472421199958058,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2014883168","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9545819,0.023033429,0.0000036279876,0.002564109,0.016783785,0.001994492,0.000072352064,0.00003172219,0.0009345591],"genre_scores_gemma":[0.98875016,0.006792787,0.0000171047,0.000036946418,0.0019142843,0.00234372,0.00013085343,0.000010490527,0.0000036411145],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983803,0.0003144099,0.00031064116,0.000289745,0.00030735967,0.00039755885],"domain_scores_gemma":[0.9984877,0.0006988176,0.00014521847,0.000055886878,0.0004665583,0.00014579315],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015746785,0.00012990517,0.00021826051,0.00014743271,0.00023367927,0.00003800031,0.00011549033,0.00013999516,0.00040372834],"category_scores_gemma":[0.0009582491,0.00013739838,0.00003731041,0.00047531258,0.00025997963,0.00022704773,0.00003091596,0.00028565867,0.000025108055],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000029392197,0.000015484387,0.5132242,0.00013351618,0.0000012556085,8.984776e-8,0.433312,1.6883385e-7,4.280021e-7,0.0013264726,0.0006288211,0.05135465],"study_design_scores_gemma":[0.00027051233,0.000011848345,0.7021715,0.00020613329,0.0000021779604,5.7266445e-9,0.25474504,0.0000012546308,0.0000041997564,0.00056958315,0.041892923,0.00012481229],"about_ca_topic_score_codex":0.0046891356,"about_ca_topic_score_gemma":0.009984406,"teacher_disagreement_score":0.18894732,"about_ca_system_score_codex":0.00072319113,"about_ca_system_score_gemma":0.0006469166,"threshold_uncertainty_score":0.70886016},"labels":[],"label_agreement":null},{"id":"W2015110026","doi":"10.1097/acm.0b013e3182356128","title":"To Friend or Not to Friend? Social Networking and Faculty Perceptions of Online Professionalism","year":2011,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":78,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychology; Perception; Computer-mediated communication; Medical education; The Internet; Medicine; World Wide Web; Computer science","score_opus":0.46360388145458736,"score_gpt":0.543242729018364,"score_spread":0.07963884756377665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2015110026","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9447209,0.000091869064,0.0001230003,0.04908475,0.0038396155,0.0011386867,0.00002310702,0.00005123669,0.0009268361],"genre_scores_gemma":[0.9886507,0.00020529369,0.0009347172,0.002956236,0.006482182,0.00019161533,0.000025652293,0.000015553685,0.0005380698],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99798274,0.00022923813,0.0004821845,0.00027365427,0.0006131117,0.0004190775],"domain_scores_gemma":[0.99837357,0.0007398434,0.00017972592,0.00010093659,0.00019470172,0.0004112088],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013025171,0.00012162576,0.00030569686,0.00014236382,0.00054369913,0.0000026713544,0.00027732973,0.00031077658,0.0007343186],"category_scores_gemma":[0.0042145816,0.000096432974,0.0000206232,0.0007319437,0.00041356162,0.00010196947,0.000078637204,0.00046445482,0.000018868004],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009169897,0.000020298054,0.013356209,0.000029207271,0.000007833384,7.675555e-7,0.94473594,1.7096029e-7,0.00038820764,0.0042551043,0.012282436,0.024832133],"study_design_scores_gemma":[0.0005578078,0.000249755,0.46154907,0.0005272371,0.0000595211,0.0000016814773,0.37952283,0.000006101951,0.000046125067,0.0017964834,0.15543552,0.00024786062],"about_ca_topic_score_codex":0.005170245,"about_ca_topic_score_gemma":0.00086204964,"teacher_disagreement_score":0.5652131,"about_ca_system_score_codex":0.00013494288,"about_ca_system_score_gemma":0.00040552864,"threshold_uncertainty_score":0.8040273},"labels":[],"label_agreement":null},{"id":"W2017045333","doi":"10.1503/cmaj.109-3955","title":"Medical podcasts going viral","year":2011,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Gallstones; Viral infection; World Wide Web; Medicine; Medical education; Computer science; Virology; Surgery; Virus","score_opus":0.05690471608804413,"score_gpt":0.3452979965029279,"score_spread":0.28839328041488377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2017045333","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49217948,0.00051037036,0.00013384578,0.21858507,0.049709562,0.0007648589,0.000015005403,0.00016040441,0.23794138],"genre_scores_gemma":[0.9524212,0.00069567905,0.0005685491,0.02212094,0.023451196,0.00008011611,0.0000067268875,0.00003431162,0.00062126876],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99374336,0.0008777869,0.0005379776,0.00016651655,0.0037025034,0.0009718846],"domain_scores_gemma":[0.9923305,0.0011059135,0.0002841235,0.00008872745,0.0005182158,0.005672517],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.008252454,0.000107132546,0.00020013531,0.00022259951,0.0012291926,0.00009268995,0.00055012817,0.00090019143,0.03712633],"category_scores_gemma":[0.053666618,0.00011394119,0.00009461476,0.0004253209,0.0001811811,0.00029493152,0.000016089754,0.0013792095,0.00094542786],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008027592,0.00007947776,0.4477594,0.000008566989,0.000063132335,0.00043771305,0.06409837,5.86329e-8,4.9337183e-7,0.0184971,0.12928177,0.3397659],"study_design_scores_gemma":[0.0003558301,0.00003187958,0.08771439,0.00007394842,0.0000123772015,0.00005418441,0.004306232,0.000023528271,0.0000021856558,0.0018144285,0.9054412,0.00016977434],"about_ca_topic_score_codex":0.10739967,"about_ca_topic_score_gemma":0.43965647,"teacher_disagreement_score":0.77615947,"about_ca_system_score_codex":0.0030211096,"about_ca_system_score_gemma":0.024439817,"threshold_uncertainty_score":0.99983245},"labels":[],"label_agreement":null},{"id":"W2017674697","doi":"10.2196/resprot.2713","title":"Purposive Facebook Recruitment Endows Cost-Effective Nutrition Education Program Evaluation","year":2013,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":57,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Pennsylvania Department of Public Welfare; U.S. Department of Agriculture","keywords":"Nutrition Education; Supplemental Nutrition Assistance Program; Population; Medicine; Gerontology; Medical education; Overweight; Psychology; Family medicine; Body mass index; Environmental health; Food security; Agriculture","score_opus":0.7034240014158087,"score_gpt":0.7026353220601702,"score_spread":0.000788679355638533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2017674697","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00048479147,0.00002022775,0.0000083934665,0.0049066907,0.00027906173,0.97974336,0.0000032040346,0.00018711484,0.014367159],"genre_scores_gemma":[0.00060934044,0.000013196789,0.00081109715,0.0000789677,0.001700469,0.9962112,0.000053248983,0.000027400712,0.0004950999],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.991501,0.004683968,0.000378102,0.0004978968,0.0020193232,0.0009197263],"domain_scores_gemma":[0.9936304,0.0018789368,0.00019941495,0.00036498197,0.0034492074,0.00047706356],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00547902,0.00015700309,0.00019029775,0.00035333488,0.0011366503,0.0004593644,0.00040319955,0.00026657016,0.0018425939],"category_scores_gemma":[0.0033908966,0.00016190503,0.00006696137,0.001052993,0.00048509522,0.0008210229,0.000063141844,0.00060839276,0.0015238828],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037593418,0.0019897022,0.0008250991,0.00019090253,0.000006824872,1.6838875e-7,0.010688899,3.5472473e-7,0.00027608968,0.002131977,0.010988884,0.9728635],"study_design_scores_gemma":[0.0007703565,0.00070439756,0.0068824487,0.00083155325,0.0000028920394,3.6522243e-7,0.0064955927,0.000053153795,0.0008872087,0.004545941,0.97867537,0.0001507167],"about_ca_topic_score_codex":0.0012646588,"about_ca_topic_score_gemma":0.00050465186,"teacher_disagreement_score":0.9727128,"about_ca_system_score_codex":0.0032950186,"about_ca_system_score_gemma":0.0037652329,"threshold_uncertainty_score":0.9992536},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"protocol","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"protocol","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W2017980577","doi":"10.2105/ajph.2009.175125","title":"Diagnosis Blog: Checking Up on Health Blogs in the Blogosphere","year":2010,"lang":"en","type":"article","venue":"American Journal of Public Health","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":131,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Brown University","keywords":"Blogosphere; Snowball sampling; Perspective (graphical); Social media; Quarter (Canadian coin); Demographics; Internet privacy; Sample (material); Psychology; Public relations; Medicine; Sociology; The Internet; World Wide Web; Political science; Computer science; Geography","score_opus":0.17415152031537512,"score_gpt":0.4640615681224985,"score_spread":0.28991004780712337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2017980577","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.58511704,0.00022261571,0.000017528231,0.4093668,0.0042815325,0.00045116557,0.0000017026872,0.000014640041,0.0005269845],"genre_scores_gemma":[0.97181594,0.0023270834,0.00095128,0.022307059,0.002449456,0.00012136732,0.0000014341108,0.000017634531,0.0000087559065],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9935195,0.003263823,0.000957513,0.00020096029,0.0010251743,0.0010330266],"domain_scores_gemma":[0.99233073,0.0044575464,0.0017851712,0.00027042042,0.00027295077,0.00088320655],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.019410161,0.00013828634,0.0005043455,0.00025222977,0.00076838897,0.000120289755,0.0007909933,0.000078350924,0.00015284287],"category_scores_gemma":[0.008302909,0.000107059255,0.000102379265,0.0017192872,0.0007227418,0.00025030266,0.00001741835,0.0014733013,0.00001446806],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006002204,0.00025694922,0.107558295,0.000014582692,0.000007684305,0.0000024272533,0.12403477,7.280927e-7,6.266212e-7,0.009273181,0.0043418766,0.7545029],"study_design_scores_gemma":[0.00041712818,0.0012647964,0.3068873,0.00010171417,0.0000038650746,0.000019348296,0.16788143,0.000002966978,0.0000013407533,0.001096371,0.5221673,0.00015642407],"about_ca_topic_score_codex":0.042033814,"about_ca_topic_score_gemma":0.027641954,"teacher_disagreement_score":0.7543465,"about_ca_system_score_codex":0.00078669837,"about_ca_system_score_gemma":0.009915606,"threshold_uncertainty_score":0.99569726},"labels":[],"label_agreement":null},{"id":"W2018685547","doi":"10.3138/jvme.0212-016r","title":"Understanding Veterinary Students' Use of and Attitudes toward the Social Networking Site, Facebook, to Assist in Developing Curricula to Address Online Professionalism","year":2012,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social media; Popularity; Curriculum; Medical education; Personally identifiable information; Computer-assisted web interviewing; Psychology; Medicine; Political science; Pedagogy; Business; World Wide Web; Computer science","score_opus":0.6725211813728198,"score_gpt":0.5749657193385885,"score_spread":0.09755546203423127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2018685547","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95968056,0.00023689627,0.00034595348,0.032444306,0.006505352,0.00076124194,0.0000018193417,0.000006455695,0.000017445143],"genre_scores_gemma":[0.9938917,0.00014788395,0.0015551662,0.0014377574,0.0028387578,0.000105603445,0.000003490949,0.000011410438,0.0000081966555],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9970186,0.00079699035,0.0006124592,0.00011939443,0.0011146717,0.00033791445],"domain_scores_gemma":[0.99773294,0.0012436894,0.00037958738,0.00006988508,0.00019791171,0.0003760055],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029842455,0.0001076064,0.00025224627,0.00021657764,0.00035060584,0.000053038835,0.00030029507,0.00014218931,0.00004201363],"category_scores_gemma":[0.003744123,0.00008718835,0.000044242654,0.00051102275,0.00016673532,0.0004002484,0.00014187426,0.0003435004,0.0000016980898],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003901276,0.00123417,0.42867935,0.00025737582,0.00004393128,0.000011357901,0.4759796,0.000007878638,0.00035565504,0.0015666647,0.0026734038,0.088800475],"study_design_scores_gemma":[0.00023362626,0.00021532894,0.9198962,0.0015266514,0.000019220115,0.00003410598,0.031463936,0.0000051625043,0.000004121411,0.00007345502,0.046393555,0.00013467018],"about_ca_topic_score_codex":0.00039268882,"about_ca_topic_score_gemma":0.00010351229,"teacher_disagreement_score":0.4912168,"about_ca_system_score_codex":0.0008863825,"about_ca_system_score_gemma":0.001572622,"threshold_uncertainty_score":0.44823354},"labels":[],"label_agreement":null},{"id":"W2018971841","doi":"10.1186/1939-4551-7-s1-p17","title":"Poster 2000: A case study in effective innovative strategic multi-modal recruitment strategies in difficult-to-recruit patient populations: study of safety and tolerability of novel SLIT in an adolescent population","year":2014,"lang":"en","type":"article","venue":"World Allergy Organization Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Inflamax Research (Canada)","funders":"","keywords":"Medicine; Mindset; Population; Modalities; Tolerability; Marketing; Advertising; Environmental health; Alternative medicine; Business","score_opus":0.15817756745321065,"score_gpt":0.4123874649486796,"score_spread":0.25420989749546896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2018971841","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9930765,0.000015127644,0.00019008562,0.00024459927,0.0005279098,0.005913723,0.000004060378,0.00001175619,0.00001625603],"genre_scores_gemma":[0.9992581,0.0000049794407,0.00041281665,0.000026429667,0.00008491578,0.0001789418,0.000014193935,0.000017825492,0.0000017946671],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9955592,0.002004234,0.0013673155,0.00033482208,0.00047105586,0.0002633366],"domain_scores_gemma":[0.99770087,0.00033363688,0.00063666236,0.00015691572,0.001024253,0.00014764161],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018730963,0.00017589588,0.0004325964,0.0008106217,0.00023509655,0.00007048619,0.00012507882,0.000082792096,0.00003013717],"category_scores_gemma":[0.0013747255,0.00017783217,0.000013392162,0.003987306,0.00005936074,0.00048733252,0.000043079846,0.00032867133,3.1464592e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000100931284,0.0051617827,0.73725736,0.000014051052,0.000008940505,0.0000067392557,0.24839105,0.005408648,0.000049649872,0.0004217052,2.4028884e-7,0.0031788961],"study_design_scores_gemma":[0.0020638804,0.00065320544,0.7848032,0.000101438876,0.000005306731,0.000004271372,0.21191989,0.0002544612,0.0000054119055,0.00006770867,0.0000031484742,0.00011808489],"about_ca_topic_score_codex":0.02482862,"about_ca_topic_score_gemma":0.48988247,"teacher_disagreement_score":0.46505383,"about_ca_system_score_codex":0.0011968755,"about_ca_system_score_gemma":0.00043182107,"threshold_uncertainty_score":0.98166513},"labels":[],"label_agreement":null},{"id":"W2019204433","doi":"10.1016/j.annemergmed.2015.01.018","title":"Social Media in the Emergency Medicine Residency Curriculum: Social Media Responses to the Residents’ Perspective Article","year":2015,"lang":"en","type":"article","venue":"Annals of Emergency Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"University of California, San Francisco; School of Medicine, New York University; York University; University of Ottawa","keywords":"Social media; Curriculum; Immediacy; Medicine; Annals; Session (web analytics); Medical education; Sociology; World Wide Web; Pedagogy","score_opus":0.45310975385190877,"score_gpt":0.5382656626740739,"score_spread":0.08515590882216517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2019204433","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.50243837,0.0041924817,0.0000040165924,0.46451986,0.01467536,0.0011950376,0.000009580705,0.000048051017,0.012917238],"genre_scores_gemma":[0.9718682,0.0039747,0.000016719723,0.0007967276,0.022486947,0.00053146237,0.000013300608,0.00003490469,0.00027703773],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99040914,0.0033106878,0.0016833158,0.0005277386,0.0030738167,0.0009953153],"domain_scores_gemma":[0.9912343,0.004421581,0.00071973354,0.00048574086,0.0026268994,0.0005117629],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.013786089,0.0003181384,0.0006466847,0.00043541915,0.0010570489,0.000007578405,0.0014208606,0.00025344396,0.0028667124],"category_scores_gemma":[0.15223224,0.00020508797,0.00016148802,0.0042700563,0.0010522596,0.0003119592,0.00009973733,0.0005802857,0.000095694515],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010577478,0.00011132028,0.01805823,0.000014545794,0.000017635719,0.0000026233772,0.5431079,3.7816395e-7,0.00002662882,0.03421028,0.4037694,0.00057523325],"study_design_scores_gemma":[0.00045182672,0.0002030123,0.36586547,0.000086883694,0.00006462307,4.845255e-7,0.5472968,0.0000015712075,0.000015578375,0.06044862,0.025362251,0.00020287659],"about_ca_topic_score_codex":0.047204953,"about_ca_topic_score_gemma":0.098817326,"teacher_disagreement_score":0.46942982,"about_ca_system_score_codex":0.00023836934,"about_ca_system_score_gemma":0.0010116267,"threshold_uncertainty_score":0.9980448},"labels":[],"label_agreement":null},{"id":"W2019606923","doi":"10.1016/j.sapharm.2013.05.004","title":"Pharmacy 2.0: A scoping review of social media use in pharmacy","year":2013,"lang":"en","type":"review","venue":"Research in Social and Administrative Pharmacy","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":73,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia Hospital; Cancer Care Ontario; University of Alberta; University of Waterloo","funders":"","keywords":"Pharmacy; Social media; Pharmacist; Public relations; Pharmacy practice; Health care; Medical education; Conversation; Psychology; Medicine; Nursing; Political science; Computer science; World Wide Web","score_opus":0.8607260974226538,"score_gpt":0.703190018338612,"score_spread":0.15753607908404177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2019606923","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006453084,0.9809914,3.2567934e-7,0.0036207864,0.0011241297,0.010710249,0.00020781861,0.000038091726,0.002661868],"genre_scores_gemma":[0.00085890014,0.98932827,0.000054030737,0.0001289432,0.003514199,0.005897577,0.00011527612,0.000057106703,0.000045694323],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9837759,0.00980697,0.0020786035,0.000874918,0.0019092306,0.0015543477],"domain_scores_gemma":[0.98329324,0.014221759,0.00094081793,0.00016837161,0.0007786801,0.0005971564],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008162871,0.0005506122,0.002649939,0.00066504895,0.0010273431,0.00020190905,0.0008274231,0.00025157217,0.0010772368],"category_scores_gemma":[0.008896098,0.0005613148,0.0003809228,0.0043281377,0.0021871699,0.0009026646,0.00025325478,0.0022864852,0.000060750688],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028086362,0.00040237443,0.0006658831,0.13518496,0.0000478078,0.000027445714,0.019253945,2.5090603e-9,5.690137e-7,0.002969341,0.0015315851,0.839888],"study_design_scores_gemma":[0.0010067081,0.000020068472,0.00014001239,0.17416613,0.00011850929,0.0000021029443,0.0022686375,6.8446826e-7,0.0000034012292,0.00046247634,0.8213101,0.0005011474],"about_ca_topic_score_codex":0.014166013,"about_ca_topic_score_gemma":0.004948455,"teacher_disagreement_score":0.8393869,"about_ca_system_score_codex":0.0014303281,"about_ca_system_score_gemma":0.016428756,"threshold_uncertainty_score":0.9998359},"labels":[],"label_agreement":null},{"id":"W2020706380","doi":"10.1007/s11126-015-9358-2","title":"Psychiatrists’ Perceptions of Facebook and Other Social Media","year":2015,"lang":"en","type":"article","venue":"Psychiatric Quarterly","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Concordia University; McGill University Health Centre","funders":"","keywords":"Psychopathology; Mental health; Social media; Psychology; Association (psychology); Perception; Public health; Psychiatry; Medicine; Psychotherapist; Nursing; World Wide Web","score_opus":0.08927309037460607,"score_gpt":0.3891962901559212,"score_spread":0.29992319978131515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2020706380","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9462807,0.00056925626,0.0001603888,0.010315718,0.011612886,0.0013303432,0.00002540721,0.0001294209,0.029575842],"genre_scores_gemma":[0.9932316,0.000031749514,0.0018847736,0.00022962085,0.004254144,0.00027278066,0.0000034405266,0.000020852767,0.00007103659],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99829704,0.00033775996,0.00035221296,0.00021467988,0.0004823406,0.0003159801],"domain_scores_gemma":[0.9987081,0.000488311,0.00020546072,0.00012959464,0.00016198795,0.00030654637],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008852198,0.00011012025,0.00020495408,0.00017837474,0.00036921763,0.000033202014,0.00018224877,0.0001727501,0.00021856802],"category_scores_gemma":[0.0003265913,0.00011876348,0.00006465918,0.0005079761,0.00035733695,0.00012689907,0.0000055394135,0.00014571866,0.0001237716],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003230808,0.00017348967,0.15650281,0.00003572932,0.000013867469,1.3968086e-7,0.72264045,8.3699376e-8,0.000006669422,0.028059367,0.02221147,0.07032362],"study_design_scores_gemma":[0.0017810847,0.00048687911,0.29339713,0.000016143433,0.00011641443,0.0000023212747,0.3946212,0.000009644292,9.961508e-7,0.055842273,0.25322914,0.00049678504],"about_ca_topic_score_codex":0.002765857,"about_ca_topic_score_gemma":0.0035289489,"teacher_disagreement_score":0.32801926,"about_ca_system_score_codex":0.000099687444,"about_ca_system_score_gemma":0.00061232527,"threshold_uncertainty_score":0.4843034},"labels":[],"label_agreement":null},{"id":"W2021834608","doi":"10.7202/037475ar","title":"Information and Communication Technologies (ICT) in Medical Education and Practice: The Major Challenges","year":2008,"lang":"en","type":"article","venue":"Revue internationale des technologies en pédagogie universitaire","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Information and Communications Technology; Medical education; The Internet; Psychological intervention; Perspective (graphical); Quality (philosophy); Health care; Medical information; Information technology; Psychology; Knowledge management; Medicine; Public relations; Nursing; Computer science; Political science","score_opus":0.07622853075257285,"score_gpt":0.365083351594381,"score_spread":0.28885482084180814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2021834608","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68133247,0.0150534,0.000051729945,0.29367128,0.0003458608,0.0007550223,0.000002419895,0.0006366004,0.008151202],"genre_scores_gemma":[0.8299868,0.16772388,0.0017330968,0.00008417086,0.000037791087,0.00015892966,0.000010169194,0.0000057321613,0.0002594259],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99884427,0.00023988998,0.00023777294,0.00014647815,0.00033749317,0.0001941097],"domain_scores_gemma":[0.9960387,0.003181323,0.00019831031,0.00025477874,0.00029001955,0.00003691005],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0008985585,0.00010238086,0.00012150899,0.0003745521,0.00068525714,0.000042547726,0.0006565024,0.0003567564,0.0000087319795],"category_scores_gemma":[0.031304184,0.00009827676,0.00001746267,0.0004149943,0.0016354162,0.0014856491,0.0002938464,0.0003813583,0.000007056433],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013554211,0.00006479923,0.012624055,0.000043815602,0.000014712126,0.000003912159,0.05889491,8.062726e-7,0.0000018235565,0.10225796,0.0002571585,0.8258225],"study_design_scores_gemma":[0.0002442587,0.00005021458,0.027504696,0.00022264248,0.0000145494105,0.00011438037,0.7013268,0.000059687543,0.000016731896,0.011716682,0.2585793,0.00015007089],"about_ca_topic_score_codex":0.0012857395,"about_ca_topic_score_gemma":0.0029546781,"teacher_disagreement_score":0.82567245,"about_ca_system_score_codex":0.0006302069,"about_ca_system_score_gemma":0.00068195653,"threshold_uncertainty_score":0.9768556},"labels":[],"label_agreement":null},{"id":"W2022418062","doi":"10.1186/1471-2288-14-127","title":"Methodological and ethical issues in research using social media: a metamethod of Human Papillomavirus vaccine studies","year":2014,"lang":"en","type":"article","venue":"BMC Medical Research Methodology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Social media; Credibility; Research ethics; Transparency (behavior); Generalizability theory; CLARITY; Psychology; Internet privacy; Informed consent; Public relations; Medicine; Computer science; World Wide Web; Political science; Alternative medicine","score_opus":0.9767535309614988,"score_gpt":0.79382938185026,"score_spread":0.18292414911123878,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2022418062","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":"methods","model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9436165,0.007402748,0.006665877,0.038154993,0.0018718956,0.0015720982,0.0000025786821,0.00006593098,0.00064737006],"genre_scores_gemma":[0.48046312,0.009616658,0.50154525,0.00047377733,0.006709131,0.001073583,0.000005361878,0.00006191145,0.00005120682],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.621241,0.36914933,0.0014224274,0.0009548473,0.005272823,0.00195958],"domain_scores_gemma":[0.12963955,0.86573625,0.0003272894,0.00049817865,0.0026363546,0.0011623771],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","sts","research_integrity"],"category_scores_codex":[0.5161341,0.0002277571,0.002084801,0.0013574495,0.0015658484,0.000038854294,0.0010181735,0.0022052855,0.0004886158],"category_scores_gemma":[0.9159092,0.00019557198,0.00013005677,0.0029401642,0.009052991,0.00009632319,0.000831946,0.0055443756,0.000010637621],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00049843173,0.00028162118,0.02466813,0.0008862897,0.00008374181,0.000030144534,0.19837204,0.0000010169535,0.0046905396,0.57319635,0.0010606545,0.19623104],"study_design_scores_gemma":[0.0023376308,0.0009198562,0.07340495,0.00058869104,0.00005690474,0.00001158009,0.1527998,0.0002502733,0.0015042037,0.7537033,0.013953406,0.00046939374],"about_ca_topic_score_codex":0.019138053,"about_ca_topic_score_gemma":0.039740916,"teacher_disagreement_score":0.49658692,"about_ca_system_score_codex":0.00053886673,"about_ca_system_score_gemma":0.002754661,"threshold_uncertainty_score":0.999734},"labels":[{"model":"gemma","categories":["metaresearch"],"domain":"methods","study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["metaresearch","metaepi_broad"],"domain":"methods","study_design":"design_other","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"}],"label_agreement":"split"},{"id":"W2028100129","doi":"10.2196/jmir.2969","title":"Harnessing the Social Web for Health and Wellness: Issues for Research and Knowledge Translation","year":2014,"lang":"en","type":"editorial","venue":"Journal of Medical Internet Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Pan American Health Organization; University of British Columbia; University of Toronto","keywords":"Social media; Knowledge translation; Multidisciplinary approach; Public relations; Public health; Sociology; Political science; Medical education; Psychology; Knowledge management; Medicine; Social science; Computer science; Nursing","score_opus":0.4418352638742665,"score_gpt":0.6452123054999641,"score_spread":0.20337704162569759,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2028100129","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0035456389,0.023272498,0.00048858294,0.3300273,0.6390583,0.0032508573,0.000027801818,0.000015096395,0.00031389788],"genre_scores_gemma":[0.008761513,0.014362424,0.00022318221,0.0000792475,0.9748763,0.0005841788,0.000025870511,0.000051299012,0.0010360046],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98583764,0.005634421,0.0009938594,0.00036817422,0.0061073955,0.0010585034],"domain_scores_gemma":[0.8654853,0.12704486,0.00065921707,0.0001760108,0.005416087,0.0012185145],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","sts","research_integrity"],"category_scores_codex":[0.11297753,0.00016301393,0.00064569147,0.00057015463,0.002235245,0.00057243207,0.0011287633,0.0013966813,0.00006221462],"category_scores_gemma":[0.13182707,0.00011912499,0.00012141511,0.00048173434,0.0028497453,0.00018391367,0.00013229257,0.0040576817,0.0000032932392],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023814128,0.00006964392,0.000015595653,0.0007932849,0.000028006065,5.7626426e-7,0.08269221,5.307799e-9,7.096453e-7,0.0021506632,0.7473647,0.16664644],"study_design_scores_gemma":[0.0008787208,0.00090669614,0.000015083424,0.0012090986,0.000013037414,0.0000014563038,0.018655078,0.00018546358,0.0000028975326,0.006103069,0.9719356,0.000093803465],"about_ca_topic_score_codex":0.0031462421,"about_ca_topic_score_gemma":0.0058757765,"teacher_disagreement_score":0.33581796,"about_ca_system_score_codex":0.00076261454,"about_ca_system_score_gemma":0.016327608,"threshold_uncertainty_score":0.99989974},"labels":[],"label_agreement":null},{"id":"W2028159454","doi":"10.1002/chp.174","title":"Social interaction and participation: Formative evaluation of online CME modules","year":2008,"lang":"en","type":"article","venue":"Journal of Continuing Education in the Health Professions","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Formative assessment; Closeness; Psychology; Medical education; Online participation; Perception; Applied psychology; The Internet; Medicine; Pedagogy; Computer science","score_opus":0.2834594462987007,"score_gpt":0.5742754559320224,"score_spread":0.29081600963332177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2028159454","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95100474,0.00057619746,0.000057864778,0.043767445,0.0033700273,0.00091405795,0.0000014490134,0.0000049324085,0.0003033074],"genre_scores_gemma":[0.9974305,0.00048923946,0.00052944385,0.00031196763,0.0010989163,0.0001070404,0.000005027059,0.0000049652663,0.000022912853],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9953752,0.0028309126,0.0008371526,0.00006816738,0.00070835376,0.00018019129],"domain_scores_gemma":[0.99562913,0.0014516481,0.0015358052,0.00007186331,0.0012268126,0.00008475995],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006814729,0.00006083415,0.00020337255,0.00022350582,0.00064474414,0.000011685466,0.00013147734,0.00007564534,0.000020479392],"category_scores_gemma":[0.004396583,0.0000481416,0.00003740465,0.0003983939,0.0001615972,0.00046192977,0.000009649531,0.0003459975,7.53372e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002485778,0.00037717447,0.019323094,0.0000440625,0.000004245562,5.5522655e-8,0.78585684,0.0000062349645,0.0000059422646,0.0021763525,0.0019451217,0.19023599],"study_design_scores_gemma":[0.00035440098,0.00008210686,0.6257609,0.0004654963,0.00002212064,0.0000052351074,0.36743325,0.00008342346,0.000006496219,0.0029987732,0.0027425098,0.00004527047],"about_ca_topic_score_codex":0.0007007023,"about_ca_topic_score_gemma":0.00083056773,"teacher_disagreement_score":0.60643786,"about_ca_system_score_codex":0.00041440438,"about_ca_system_score_gemma":0.004070409,"threshold_uncertainty_score":0.7220731},"labels":[],"label_agreement":null},{"id":"W2030751394","doi":"10.1503/cmaj.109-4932","title":"Medical education needs digital boost","year":2014,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Social media; Computer science; Medical education; Multimedia; World Wide Web; Data science; Engineering ethics; Medicine; Engineering","score_opus":0.017581991797559947,"score_gpt":0.32688995315864317,"score_spread":0.30930796136108324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2030751394","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19303013,0.00027954098,0.0002118418,0.58660096,0.036684282,0.000542386,0.000008883591,0.00010656971,0.1825354],"genre_scores_gemma":[0.9326654,0.00029814866,0.00008424871,0.03456479,0.030849628,0.00008488004,0.00002296671,0.000026843927,0.001403071],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99406826,0.00066694117,0.0005286606,0.00014687932,0.003797869,0.00079137465],"domain_scores_gemma":[0.99096596,0.0017732631,0.0002994341,0.00010949966,0.0008113387,0.0060405154],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0064866035,0.0001139559,0.00020017974,0.0003604491,0.0012088075,0.00037700208,0.0005199752,0.00084276154,0.010800228],"category_scores_gemma":[0.13171902,0.0001222694,0.0000902353,0.0007290722,0.00016664193,0.00045537754,0.000013821867,0.0011187375,0.0007648692],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000018650339,0.000059525395,0.15195496,0.0000051843017,0.000017823393,0.000006229033,0.008415599,1.57946e-7,1.08183315e-7,0.020401193,0.20521544,0.61392194],"study_design_scores_gemma":[0.00022226156,0.000020266174,0.016519511,0.00006404027,0.000007441072,0.000025164722,0.004890996,0.000039126196,3.117559e-7,0.0017364233,0.9763439,0.00013052134],"about_ca_topic_score_codex":0.02931887,"about_ca_topic_score_gemma":0.13962622,"teacher_disagreement_score":0.7711285,"about_ca_system_score_codex":0.0031480757,"about_ca_system_score_gemma":0.05107865,"threshold_uncertainty_score":0.990104},"labels":[],"label_agreement":null},{"id":"W2030853273","doi":"10.3402/meo.v18i0.20995","title":"‘Uncrunching’ time: medical schools’ use of social media for faculty development","year":2013,"lang":"en","type":"article","venue":"Medical Education Online","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social media; Attendance; Medical education; Accreditation; Public relations; Flexibility (engineering); Faculty development; Sociology; Psychology; Professional development; Medicine; Political science; Computer science; World Wide Web; Management","score_opus":0.1566312828401294,"score_gpt":0.46363036598463236,"score_spread":0.30699908314450297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2030853273","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8674863,0.000090927686,0.00030088343,0.121971555,0.0078030755,0.0019048072,0.00003250325,0.0001215569,0.0002883685],"genre_scores_gemma":[0.7590624,0.00044690535,0.14938843,0.022075249,0.04429323,0.0118852025,0.007983926,0.00020593195,0.00465871],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99578387,0.0003132454,0.00081407116,0.00029452165,0.002315524,0.00047876852],"domain_scores_gemma":[0.99351853,0.003565163,0.00034966983,0.00016274687,0.0011611229,0.0012427497],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018465535,0.00015280898,0.00033159286,0.00014405132,0.00052340515,0.000051750438,0.0004739421,0.0005216504,0.009650546],"category_scores_gemma":[0.13435194,0.00014504167,0.0000841191,0.0004811072,0.00041609132,0.0003240734,0.0000498874,0.00041068794,0.00019022025],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015549424,0.0022598687,0.0055535208,0.0000955982,0.000030073339,2.1330095e-7,0.06901795,1.5657591e-7,0.000013190967,0.0043409336,0.18030809,0.7383649],"study_design_scores_gemma":[0.0005026896,0.000024478062,0.09557798,0.00017033356,0.000019672041,7.636812e-7,0.009719237,0.00017822371,0.000028816852,0.0010134188,0.89253247,0.0002319092],"about_ca_topic_score_codex":0.002423342,"about_ca_topic_score_gemma":0.0018730242,"teacher_disagreement_score":0.73813295,"about_ca_system_score_codex":0.00042400096,"about_ca_system_score_gemma":0.023458563,"threshold_uncertainty_score":0.99125475},"labels":[],"label_agreement":null},{"id":"W2032480095","doi":"10.5326/jaaha-ms-6069","title":"Reputation Management on Facebook: Awareness Is Key to Protecting Yourself, Your Practice, and the Veterinary Profession","year":2014,"lang":"en","type":"article","venue":"Journal of the American Animal Hospital Association","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"Canadian Institutes of Health Research","keywords":"Popularity; Social media; Reputation; Medicine; Personally identifiable information; Internet privacy; Public relations; Medical education; Psychology; World Wide Web","score_opus":0.04172868903237177,"score_gpt":0.3964183921822206,"score_spread":0.3546897031498488,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2032480095","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8532884,0.000012916572,0.00006556065,0.14163533,0.001941734,0.0016618576,9.909173e-7,0.000015947213,0.0013772601],"genre_scores_gemma":[0.99571854,0.000082988525,0.0009468373,0.0018968377,0.000994206,0.00017831345,2.4996504e-7,0.000013534655,0.00016847304],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9962683,0.0019876147,0.00039421135,0.00015253348,0.0009450614,0.00025229977],"domain_scores_gemma":[0.99489427,0.0019978504,0.0024429373,0.00012205297,0.0004406288,0.00010224696],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0054845633,0.00010475419,0.0002301999,0.0000834944,0.001052715,0.00012139396,0.0002687159,0.000053273634,0.0000039805045],"category_scores_gemma":[0.013342755,0.000068790505,0.000090839494,0.00047977798,0.00013581959,0.00032374504,0.000068669935,0.00038076882,0.000011912407],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003086563,0.0005793813,0.10228492,0.000087818895,0.00030458526,0.0000046821615,0.5812021,0.00006863615,0.00035176912,0.006081944,0.006983765,0.29896384],"study_design_scores_gemma":[0.0012285234,0.0030021179,0.77700096,0.00032663072,0.00018514473,0.000003875511,0.15399978,0.00011466039,0.00014927155,0.0013174337,0.06240548,0.00026614824],"about_ca_topic_score_codex":0.00092669495,"about_ca_topic_score_gemma":0.000020907451,"teacher_disagreement_score":0.674716,"about_ca_system_score_codex":0.0009542436,"about_ca_system_score_gemma":0.00013462393,"threshold_uncertainty_score":0.9949683},"labels":[],"label_agreement":null},{"id":"W2035769352","doi":"10.1007/bf03020956","title":"Airway resources in the internet: Part 2","year":2000,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Public Health","funders":"","keywords":"The Internet; Airway; Computer science; Business; Medicine; World Wide Web; Anesthesia","score_opus":0.032708777434914744,"score_gpt":0.2839850493898932,"score_spread":0.2512762719549785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2035769352","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9386159,0.0013884931,5.192025e-7,0.05031551,0.0013658304,0.00032531228,0.0000011433362,0.000006243393,0.007981019],"genre_scores_gemma":[0.99364,0.000376551,0.00007465187,0.00056631106,0.004416201,0.000020143718,0.0000012269867,0.000029060555,0.00087585056],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99583125,0.001183067,0.0008994833,0.00017067371,0.00080977066,0.0011057728],"domain_scores_gemma":[0.9961888,0.0007613415,0.0004886638,0.00020475847,0.00037490294,0.0019814966],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0059037018,0.00020648619,0.00037600554,0.00062872266,0.0009965996,0.00046107537,0.0013789183,0.00023315926,0.0027502114],"category_scores_gemma":[0.0013786454,0.00016887959,0.00018588267,0.0009806029,0.00057713676,0.0005299896,0.0000023342113,0.0011379503,0.00006493834],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010609433,0.00009189337,0.065564945,0.000026565867,0.00004828526,0.25698644,0.49238774,0.0001429749,6.64167e-7,0.00266097,0.06416625,0.1178172],"study_design_scores_gemma":[0.00026919963,0.00024190955,0.026551308,0.00016154528,0.00002613761,0.21425559,0.01628348,0.0000025038812,0.0000013186911,0.00057336775,0.7414468,0.00018684987],"about_ca_topic_score_codex":0.20964602,"about_ca_topic_score_gemma":0.4983554,"teacher_disagreement_score":0.67728055,"about_ca_system_score_codex":0.0014918684,"about_ca_system_score_gemma":0.007815962,"threshold_uncertainty_score":0.99816144},"labels":[],"label_agreement":null},{"id":"W2036257107","doi":"10.1016/j.jsurg.2011.12.002","title":"SEND IT: Study of E-Mail Etiquette and Notions from Doctors in Training","year":2012,"lang":"en","type":"article","venue":"Journal of surgical education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; University of Guelph","funders":"","keywords":"Communication source; Etiquette; Psychology; Presentation (obstetrics); Electronic mail; Medicine; Respondent; Affect (linguistics); Family medicine; Medical education; Internet privacy; Computer science; Communication","score_opus":0.16613388774315935,"score_gpt":0.46785784386009005,"score_spread":0.3017239561169307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2036257107","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98652923,0.00043307536,0.0000029621049,0.007416016,0.0044353683,0.0002907331,8.797522e-7,0.0000032905853,0.0008884215],"genre_scores_gemma":[0.99709463,0.0003302897,0.00031583267,0.00005264251,0.0021607846,0.000024634443,0.000001122834,0.0000047264025,0.000015336078],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9984113,0.0004785648,0.00051340566,0.00006686497,0.00035279928,0.00017705018],"domain_scores_gemma":[0.99735326,0.0017756956,0.0004045577,0.000054478664,0.00019034922,0.00022165709],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019084357,0.000054822187,0.00019377882,0.00017542946,0.00011004194,0.000018102402,0.00008017828,0.00008304593,0.00014242502],"category_scores_gemma":[0.0016162264,0.000052097228,0.000031665364,0.0003547398,0.00008391339,0.00040702912,0.000007607309,0.00022839135,0.000001752219],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019213645,0.0011418884,0.4730727,0.000006641677,0.000009382948,6.3211996e-7,0.49346492,0.0000023124157,0.000016912374,0.0006364509,0.00025685184,0.031372085],"study_design_scores_gemma":[0.00035935538,0.00007111205,0.6976542,0.00006803633,0.000022390443,0.0000027021779,0.27681777,0.0000012509137,0.000007955375,0.0004331063,0.024507683,0.00005443377],"about_ca_topic_score_codex":0.0055736783,"about_ca_topic_score_gemma":0.0011931348,"teacher_disagreement_score":0.2245815,"about_ca_system_score_codex":0.00018844253,"about_ca_system_score_gemma":0.00084358064,"threshold_uncertainty_score":0.8425771},"labels":[],"label_agreement":null},{"id":"W2037399760","doi":"10.2196/resprot.3960","title":"Recruiting Migrants for Health Research Through Social Network Sites: An Online Survey Among Chinese Migrants in Australia","year":2015,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Health and Medical Research Council; Medical Research Council","keywords":"Popularity; Social network (sociolinguistics); Marital status; The Internet; General Social Survey; Sample (material); Social media; Psychology; Medicine; Population; Environmental health; Social psychology; Political science; World Wide Web","score_opus":0.9352102264502777,"score_gpt":0.7496477567532264,"score_spread":0.18556246969705137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2037399760","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4832899,0.000015134947,0.0000065868057,0.004676868,0.00018712279,0.51146203,0.000089109046,0.00008351553,0.00018972551],"genre_scores_gemma":[0.14647707,0.000006476854,0.001242003,0.000097014796,0.005753605,0.8458381,0.00020746191,0.00006238131,0.00031583157],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.97086966,0.020271566,0.0010078867,0.0008834091,0.0034129547,0.003554523],"domain_scores_gemma":[0.9867727,0.008445431,0.00029739435,0.000484737,0.0028665927,0.0011331157],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.07441593,0.00025329713,0.00060474675,0.00044994033,0.0028676183,0.00041197703,0.0012565745,0.0005169829,0.000061107596],"category_scores_gemma":[0.033727244,0.00025532834,0.000088470355,0.005353465,0.001441222,0.0010026962,0.00018778065,0.002030135,0.000054229993],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007158702,0.0011049435,0.7853444,0.00035547,0.0000070665465,0.0000041130993,0.14637184,0.000006404415,0.000007399524,0.00050647114,0.056202255,0.009373743],"study_design_scores_gemma":[0.0019215696,0.0011796439,0.8580114,0.0012341976,5.075019e-7,2.5234405e-7,0.016758092,0.00007347243,0.000003320449,0.01289499,0.107632965,0.0002895646],"about_ca_topic_score_codex":0.18953437,"about_ca_topic_score_gemma":0.56417245,"teacher_disagreement_score":0.3746381,"about_ca_system_score_codex":0.002239521,"about_ca_system_score_gemma":0.00568274,"threshold_uncertainty_score":0.99998987},"labels":[],"label_agreement":null},{"id":"W2037476680","doi":"10.5489/cuaj.2871","title":"Welcome to your digital life: Embracing change in medical publishing","year":2015,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Publishing; Computer science; Library science; Data science; World Wide Web; Political science; Law","score_opus":0.16795170409780152,"score_gpt":0.37132326086782874,"score_spread":0.20337155677002722,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2037476680","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.52513915,0.00013302795,0.000015033734,0.45531526,0.00840143,0.00042701417,0.000010560977,0.000039689072,0.010518843],"genre_scores_gemma":[0.97220415,0.000023698261,0.00006949652,0.017291218,0.010230102,0.00010062933,0.0000082310235,0.000010466913,0.00006203299],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963087,0.00062799524,0.0004596645,0.00020127452,0.0014426436,0.00095974485],"domain_scores_gemma":[0.9926342,0.0010927913,0.00024199985,0.00007200412,0.00048686453,0.0054721553],"candidate_categories":["metaresearch","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0065382365,0.00010440579,0.00022272379,0.00041600497,0.00050034537,0.0011228125,0.00047530537,0.0005670124,0.00052885135],"category_scores_gemma":[0.16361709,0.000106475534,0.00005469583,0.0010230253,0.000047523285,0.0015775532,0.0000328576,0.0010299725,0.000184022],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000007164201,0.000024801164,0.93573016,0.0000011068253,0.0000061194182,0.00003141897,0.025953256,0.0000057583884,6.6037785e-8,0.0019650348,0.011253496,0.025021592],"study_design_scores_gemma":[0.00033524935,0.000056236586,0.6036372,0.000018245386,0.000003395215,0.000006921134,0.0051793605,0.00004178307,6.068872e-8,0.0028470752,0.38773063,0.00014379274],"about_ca_topic_score_codex":0.09266426,"about_ca_topic_score_gemma":0.11016118,"teacher_disagreement_score":0.447065,"about_ca_system_score_codex":0.0055320486,"about_ca_system_score_gemma":0.006075688,"threshold_uncertainty_score":0.9999141},"labels":[],"label_agreement":null},{"id":"W2045856182","doi":"10.1177/2150131914522061","title":"Health 2.0—Lessons Learned","year":2014,"lang":"en","type":"article","venue":"Journal of Primary Care & Community Health","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"","keywords":"Medicine; Environmental health; Family medicine","score_opus":0.2253241210894509,"score_gpt":0.48512249185176337,"score_spread":0.2597983707623125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2045856182","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31343213,0.009054234,0.0011482332,0.614368,0.013669304,0.00154394,0.000019361263,0.00014801446,0.046616793],"genre_scores_gemma":[0.9765011,0.0054635853,0.0039098086,0.011937078,0.0020895982,0.000017488865,0.000023382318,0.000027330227,0.00003060194],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98771113,0.00971724,0.0009405401,0.00011209418,0.0008684502,0.00065053685],"domain_scores_gemma":[0.9923676,0.0039294725,0.0015220214,0.00049268844,0.00074212527,0.0009460612],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.012986052,0.00013796236,0.0006807867,0.00023624599,0.00308205,0.00006736456,0.00081330433,0.0001345255,0.0000343211],"category_scores_gemma":[0.0046759024,0.0001435658,0.00014806377,0.00050923374,0.0002631363,0.00031186265,0.000078366014,0.0018877913,0.000016523618],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000028766632,0.00019484742,0.0073441113,0.00046584965,0.0000111195695,4.4702156e-7,0.21383362,0.000005443781,0.0000029578675,0.006330107,0.005651353,0.7661314],"study_design_scores_gemma":[0.0006855108,0.0011710062,0.2826906,0.000500102,0.000011248601,0.000008683508,0.07655053,0.0000016543911,0.0000025621143,0.0030242687,0.6351812,0.0001726441],"about_ca_topic_score_codex":0.110698484,"about_ca_topic_score_gemma":0.06979318,"teacher_disagreement_score":0.7659587,"about_ca_system_score_codex":0.00800772,"about_ca_system_score_gemma":0.019587116,"threshold_uncertainty_score":0.9982158},"labels":[],"label_agreement":null},{"id":"W2047371238","doi":"10.1136/bmjopen-2013-003926","title":"Social media interventions for diet and exercise behaviours: a systematic review and meta-analysis of randomised controlled trials","year":2014,"lang":"en","type":"review","venue":"BMJ Open","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":245,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"University of Alberta; Canadian Institutes of Health Research; Alberta Innovates; Alberta Innovates - Health Solutions","keywords":"Medicine; Meta-analysis; Randomized controlled trial; Psychological intervention; Alternative medicine; Physical therapy; Systematic review; Social media; MEDLINE; Family medicine; Gerontology; Nursing; Internal medicine; Pathology","score_opus":0.7273439295779316,"score_gpt":0.6411754979887418,"score_spread":0.08616843158918974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2047371238","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[2.8006383e-7,0.81168234,0.000020519343,0.0008792956,0.00032550987,0.1867256,0.00027992178,0.000009856466,0.00007663868],"genre_scores_gemma":[0.0000029827074,0.7513557,0.0001563634,0.000046807552,0.000167737,0.24797443,0.00014625763,0.000020214406,0.0001295251],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9820211,0.012161546,0.0046573016,0.00040472738,0.00049358926,0.00026174975],"domain_scores_gemma":[0.9330694,0.057430472,0.008353214,0.00042400716,0.000500044,0.00022287283],"candidate_categories":["metaresearch","metaepi_broad"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.065696724,0.0003342021,0.036927737,0.00036306705,0.00039880717,0.00021573412,0.0006607749,0.00033913745,0.0002865594],"category_scores_gemma":[0.14117903,0.00021623545,0.0077351006,0.000769892,0.00022712149,0.00013580761,0.00012727393,0.00013071539,0.000002303048],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023493495,0.000061878745,2.612561e-7,0.91511583,0.07153887,1.3036673e-7,0.004133056,3.014444e-9,5.3896115e-10,0.0013149314,0.00071032747,0.0068897405],"study_design_scores_gemma":[0.0039366074,0.000027595359,7.660705e-7,0.08199511,0.90822864,1.437367e-7,0.0005039921,3.6527135e-7,2.7298024e-9,0.00013887463,0.0049817786,0.0001861603],"about_ca_topic_score_codex":0.0007371015,"about_ca_topic_score_gemma":0.0019029534,"teacher_disagreement_score":0.8366897,"about_ca_system_score_codex":0.000097675744,"about_ca_system_score_gemma":0.0008036952,"threshold_uncertainty_score":0.9773701},"labels":[],"label_agreement":null},{"id":"W2047741870","doi":"10.1142/s0218810402001072","title":"HAND SURGERY AND THE INTERNET: RESULTS OF A WORLDWIDE SURVEY","year":2002,"lang":"en","type":"article","venue":"Hand Surgery","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"The Internet; Medicine; Transmission (telecommunications); Rest (music); Internet privacy; Survey data collection; World Wide Web; Telecommunications; Computer science; Statistics","score_opus":0.17291636752033634,"score_gpt":0.3438511824347428,"score_spread":0.17093481491440643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2047741870","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98372805,0.0025233005,0.000010698801,0.005975222,0.005324089,0.00035827135,0.000014894319,0.00002036268,0.0020451054],"genre_scores_gemma":[0.997021,0.0015021183,0.000008636755,0.000158752,0.00047898164,0.000084704014,0.000008913799,0.000009359212,0.0007275361],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971936,0.0014715171,0.00049878075,0.00018570723,0.00033900744,0.0003114238],"domain_scores_gemma":[0.93521273,0.064085364,0.00025111064,0.00016902701,0.00015513689,0.00012663263],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.008094503,0.00008832094,0.0003629449,0.00013290775,0.00039422474,0.000102528276,0.000100284815,0.00009419925,0.00015826683],"category_scores_gemma":[0.03984132,0.000067999834,0.00009330831,0.00052989915,0.0013742149,0.00011501444,0.000022418571,0.000115681374,0.000019905088],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034963337,0.000084157975,0.72258574,0.000050684266,0.000029751474,0.0000034069024,0.088380486,2.5649751e-7,0.0000059237136,0.00048126333,0.10179093,0.08623779],"study_design_scores_gemma":[0.0006613094,0.000009435817,0.85198355,0.00019128525,0.000021717602,0.000001576997,0.0021577638,0.000065447086,0.00023247996,0.00044254615,0.14399385,0.00023901624],"about_ca_topic_score_codex":0.045112778,"about_ca_topic_score_gemma":0.019970855,"teacher_disagreement_score":0.12939785,"about_ca_system_score_codex":0.00004479418,"about_ca_system_score_gemma":0.00018772375,"threshold_uncertainty_score":0.9979121},"labels":[],"label_agreement":null},{"id":"W2048650555","doi":"10.1016/j.annemergmed.2015.03.002","title":"Emergency Medicine and Critical Care Blogs and Podcasts: Establishing an International Consensus on Quality","year":2015,"lang":"en","type":"article","venue":"Annals of Emergency Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":94,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; McMaster University; McMaster University Medical Centre; University of Saskatchewan; Saskatchewan Hospital","funders":"","keywords":"Medicine; Medical emergency; Quality (philosophy); Consensus conference; MEDLINE; Trauma care; Medical education; Family medicine; Internal medicine","score_opus":0.6132683616707503,"score_gpt":0.5986498352730247,"score_spread":0.01461852639772554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2048650555","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.798162,0.0060167103,0.000007750731,0.14583844,0.025821196,0.00040840424,0.00001810148,0.00004368882,0.023683738],"genre_scores_gemma":[0.98603725,0.007823913,0.00011498263,0.00039699525,0.0054326383,0.000044826367,0.000031900257,0.000015315132,0.00010218534],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99677336,0.0006298284,0.0008796157,0.00036278734,0.001001227,0.00035317536],"domain_scores_gemma":[0.99547106,0.0014863623,0.0002789318,0.0002248914,0.0017854837,0.0007532792],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0036372624,0.00015844974,0.0003595392,0.00019549229,0.0002501806,0.0000044942904,0.00023447273,0.00014483873,0.0014527531],"category_scores_gemma":[0.07710988,0.00013999689,0.000029404888,0.00038773628,0.0008964699,0.00027788323,0.000039375183,0.00020651374,0.000002837558],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001830183,0.00022326555,0.345579,0.0003561979,0.00004593832,0.00000399848,0.43434617,0.0000010743028,0.00015663754,0.10958822,0.09589123,0.013625259],"study_design_scores_gemma":[0.0014715163,0.0028768035,0.24614136,0.00060543185,0.00011658686,0.0000026494772,0.5087673,0.00003575885,0.000052721778,0.040174183,0.19919275,0.0005629178],"about_ca_topic_score_codex":0.027765274,"about_ca_topic_score_gemma":0.0030202116,"teacher_disagreement_score":0.18787527,"about_ca_system_score_codex":0.00004795841,"about_ca_system_score_gemma":0.00021790048,"threshold_uncertainty_score":0.99946004},"labels":[],"label_agreement":null},{"id":"W2049077561","doi":"10.3109/09540261.2015.1026239","title":"Social media in medicine: The volume that Twitter built","year":2015,"lang":"en","type":"editorial","venue":"International Review of Psychiatry","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Social media; Volume (thermodynamics); Business; Advertising; Internet privacy; Geography; Computer science; World Wide Web; Archaeology","score_opus":0.12648068608667593,"score_gpt":0.48124600528938133,"score_spread":0.3547653192027054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2049077561","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000057798166,0.050448734,0.0000020185607,0.16613935,0.76959056,0.0008221805,0.000042583975,0.000019962663,0.01287684],"genre_scores_gemma":[0.00028051386,0.06956203,0.00010015242,0.0014777912,0.92725194,0.0005483491,0.0003056446,0.000034799195,0.0004387913],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99371165,0.0008100364,0.0010121961,0.00036175826,0.0037621262,0.0003422515],"domain_scores_gemma":[0.9924334,0.004615468,0.0012028937,0.0003005801,0.0013093782,0.00013823449],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0057207085,0.0002460761,0.0007023329,0.0002036107,0.00016262729,0.000027673264,0.0017031118,0.0006377954,0.0012064489],"category_scores_gemma":[0.04009726,0.0001891568,0.00019568652,0.00050490495,0.0006915964,0.00014466779,0.000083391205,0.0010577643,0.000112666705],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009649096,0.00004571365,0.0027016301,0.001124604,0.000029043804,4.7153227e-7,0.010990173,1.825482e-8,1.9428432e-8,0.0042540054,0.97691816,0.00392653],"study_design_scores_gemma":[0.00023639198,0.000013802262,0.001968282,0.0077801533,0.00006566463,2.0158518e-7,0.0023273292,3.9163848e-7,2.5982487e-8,0.008955741,0.9784974,0.0001546213],"about_ca_topic_score_codex":0.0054936735,"about_ca_topic_score_gemma":0.013708553,"teacher_disagreement_score":0.16466157,"about_ca_system_score_codex":0.00077260705,"about_ca_system_score_gemma":0.005192474,"threshold_uncertainty_score":0.99970657},"labels":[],"label_agreement":null},{"id":"W2049607259","doi":"10.1111/1742-6723.12361","title":"The online hierarchy of needs: A beginner's guide to medical social media and <scp>FOAM</scp>","year":2015,"lang":"en","type":"article","venue":"Emergency Medicine Australasia","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Hierarchy; Maslow's hierarchy of needs; Social media; Online participation; Medicine; Medical education; Public relations; Knowledge management; Computer science; World Wide Web; Psychology; The Internet; Social psychology","score_opus":0.14077970952845706,"score_gpt":0.44458598052099285,"score_spread":0.30380627099253577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2049607259","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79658854,0.001637904,0.00002794284,0.16882472,0.01959415,0.001094394,0.000014736765,0.00010240462,0.012115182],"genre_scores_gemma":[0.953855,0.004938722,0.0006779467,0.00092728046,0.03336629,0.00052206876,0.000061050356,0.000077347344,0.005574321],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9952532,0.00055827474,0.0010102539,0.00028985724,0.002128336,0.0007600471],"domain_scores_gemma":[0.99367434,0.0033878556,0.00030184182,0.00025642852,0.00064294273,0.0017365725],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0042887065,0.00021144656,0.0004227124,0.00023922598,0.00060709624,0.000009625414,0.0006626057,0.0002926365,0.000545387],"category_scores_gemma":[0.10239503,0.00016015288,0.00006464448,0.0016539411,0.0013317688,0.00013458323,0.00009142465,0.00043566918,0.000026995605],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010911688,0.000090550086,0.019782843,0.00003329571,0.000032039196,0.000002836454,0.27342817,4.2712273e-7,0.000030387679,0.011765262,0.6751938,0.019629491],"study_design_scores_gemma":[0.0005321947,0.00017126078,0.046907403,0.000075383774,0.00005022914,0.000002054745,0.13336995,0.000007358617,0.000015646692,0.0032121362,0.815573,0.00008342169],"about_ca_topic_score_codex":0.007292298,"about_ca_topic_score_gemma":0.011683375,"teacher_disagreement_score":0.16789743,"about_ca_system_score_codex":0.00018797815,"about_ca_system_score_gemma":0.0017306696,"threshold_uncertainty_score":0.99931824},"labels":[],"label_agreement":null},{"id":"W2050076040","doi":"10.1111/jan.12343","title":"Twitter and nursing research: how diffusion of innovation theory can help uptake","year":2014,"lang":"en","type":"editorial","venue":"Journal of Advanced Nursing","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":55,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Diffusion; Nursing; Innovation diffusion; Diffusion theory; Nursing theory; Psychology; Nursing research; MEDLINE; Medicine; Knowledge management; Computer science; Political science; Physics","score_opus":0.10917381817892574,"score_gpt":0.4693751941860035,"score_spread":0.36020137600707774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2050076040","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11469992,0.0012819859,0.0004210875,0.009766476,0.87239856,0.00059061917,0.0000060226425,0.000013669093,0.0008216367],"genre_scores_gemma":[0.08802038,0.0014952443,0.0034263597,0.000034953373,0.9067245,0.000018828268,0.000018111716,0.000060256905,0.00020132826],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99453,0.0014589361,0.0009075738,0.0002449053,0.0023313733,0.00052718876],"domain_scores_gemma":[0.98570484,0.0077007585,0.00213247,0.00018959158,0.0040649576,0.00020736686],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.008718418,0.00018694285,0.00057848234,0.0010405793,0.0006913179,0.00011149143,0.0003306727,0.00068271795,0.0000084729745],"category_scores_gemma":[0.044024523,0.00018465052,0.00006989311,0.0011908066,0.0011374545,0.00038521824,0.000016167573,0.001736364,4.6410193e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028880013,0.00013136571,0.00006629999,0.00014056894,0.000014112146,0.0000019543131,0.09433064,0.000003285792,0.0012381043,0.0023309956,0.3800683,0.52138555],"study_design_scores_gemma":[0.0010279728,0.0006585183,0.0012156477,0.013646738,0.00009863946,0.0000042326383,0.10412854,0.0000034501006,0.0002781784,0.09145926,0.78715765,0.00032117634],"about_ca_topic_score_codex":0.00007964362,"about_ca_topic_score_gemma":0.000036123034,"teacher_disagreement_score":0.5210644,"about_ca_system_score_codex":0.0018937151,"about_ca_system_score_gemma":0.002258611,"threshold_uncertainty_score":0.96402806},"labels":[],"label_agreement":null},{"id":"W2050252221","doi":"10.1016/j.annepidem.2012.06.045","title":"Humourous Fobt Video: Accelerating Use of Focus Group Findings to Benefit Cancer Screening Among the Under and Never Screened","year":2012,"lang":"en","type":"article","venue":"Annals of Epidemiology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cancer Care Ontario; University of Toronto","funders":"","keywords":"Persuasion; Medicine; Affect (linguistics); Perception; Elaboration likelihood model; Social psychology; Clinical psychology; Psychology","score_opus":0.5352572862164919,"score_gpt":0.4980396828005537,"score_spread":0.037217603415938216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2050252221","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9578433,0.0020540787,0.0006925384,0.037822634,0.0007785215,0.0006446188,0.000010602885,0.000017710829,0.00013598579],"genre_scores_gemma":[0.9882745,0.0007657218,0.003515298,0.0063689672,0.0008307389,0.00020042002,0.0000037720847,0.000014398127,0.00002615496],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99718416,0.0010271971,0.0006352664,0.0002187339,0.00017819158,0.0007564384],"domain_scores_gemma":[0.9776644,0.021147951,0.00045834316,0.00019265276,0.00023979723,0.00029685922],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0065804035,0.00012034102,0.00044320337,0.00009566496,0.00042993884,0.000011536239,0.00021805878,0.00020786953,0.00007745164],"category_scores_gemma":[0.029468378,0.0000989448,0.000067717745,0.00033034408,0.0005263385,0.00056915387,0.00008316571,0.0001833956,0.0000020242235],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025276235,0.000023038669,0.9003359,0.000013367961,0.00003104506,5.734733e-8,0.010261805,0.00012491073,0.00008098646,0.05862505,0.001780319,0.028698241],"study_design_scores_gemma":[0.00007573778,0.000059382168,0.98366225,0.00006729418,0.00001948813,2.0211641e-7,0.0021875494,0.00003577679,0.00013725089,0.0031651335,0.010485065,0.000104877734],"about_ca_topic_score_codex":0.15859042,"about_ca_topic_score_gemma":0.014811422,"teacher_disagreement_score":0.14377901,"about_ca_system_score_codex":0.000035427864,"about_ca_system_score_gemma":0.000074385534,"threshold_uncertainty_score":0.97870684},"labels":[],"label_agreement":null},{"id":"W2051932623","doi":"10.1097/00005537-200010000-00002","title":"Otolaryngology 1900–1999: A Century of Progress?","year":2000,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Otorhinolaryngology; History; Medicine; Surgery","score_opus":0.03965504972953538,"score_gpt":0.36148768314144675,"score_spread":0.3218326334119114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2051932623","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95031685,0.0030993375,0.0000012071251,0.014260792,0.0017217144,0.0012739263,0.000004376455,0.00008192369,0.029239863],"genre_scores_gemma":[0.9948382,0.002048282,0.00039658145,0.00073104555,0.001114711,0.00045598368,0.0000060104294,0.000016561342,0.00039266137],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99822456,0.00059392647,0.0002582668,0.00016413299,0.0003438931,0.0004152099],"domain_scores_gemma":[0.99870694,0.0007175827,0.00011656391,0.0002603491,0.000079471174,0.00011906991],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009488119,0.00008878624,0.00018649454,0.000041499847,0.0004599231,0.000020427082,0.0004437892,0.00012949316,0.0029119765],"category_scores_gemma":[0.00050065736,0.00006948266,0.000054805252,0.000515517,0.0008329275,0.00012855689,0.000023625304,0.00018663966,0.00031160255],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018503371,0.0005205355,0.16397592,0.0001297793,0.00006729014,0.000006800989,0.20045196,0.0000024614726,0.00013797908,0.052238464,0.0068443697,0.5754394],"study_design_scores_gemma":[0.00024180017,0.000089814224,0.13723648,0.000048830792,0.000027248187,0.0000017988399,0.0022391712,0.0000068350264,0.0001487081,0.002240841,0.8575864,0.000132073],"about_ca_topic_score_codex":0.0067909835,"about_ca_topic_score_gemma":0.0008099655,"teacher_disagreement_score":0.85074204,"about_ca_system_score_codex":0.000074933174,"about_ca_system_score_gemma":0.00040064866,"threshold_uncertainty_score":0.99982285},"labels":[],"label_agreement":null},{"id":"W2055027437","doi":"10.2196/resprot.3432","title":"Focus Groups Move Online: Feasibility of Tumblr Use for eHealth Curriculum Development","year":2015,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute for Occupational Safety and Health; Centers for Disease Control and Prevention","keywords":"Formative assessment; Focus group; eHealth; Recreation; Curriculum; Medical education; Promotion (chess); Psychology; Intervention (counseling); Computer science; Applied psychology; Multimedia; Medicine; Pedagogy; Marketing; Health care; Business","score_opus":0.7435284201538513,"score_gpt":0.6743098749117756,"score_spread":0.06921854524207571,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2055027437","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16583173,0.000008491248,0.000077935154,0.0028722715,0.00017120969,0.83047867,0.000025788813,0.00007137366,0.0004625003],"genre_scores_gemma":[0.025740676,0.0000019089503,0.0086359605,0.000032349068,0.000812232,0.9646103,0.000016491182,0.000021843372,0.00012825524],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9945686,0.001583979,0.0006060957,0.00041533448,0.0018220666,0.0010039533],"domain_scores_gemma":[0.9933552,0.0025167346,0.0002313644,0.0003914536,0.0026901232,0.0008150799],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.009848437,0.00012352192,0.0002827003,0.0001933685,0.0006155783,0.00009932615,0.0005607598,0.00021359437,0.000036071153],"category_scores_gemma":[0.021685308,0.000118990116,0.00006146069,0.0010209751,0.0005186756,0.00040728843,0.00012075026,0.00044167,0.000028556526],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00063692057,0.0053837495,0.67376006,0.0016721437,0.000017992828,0.0000019887939,0.11427972,0.0000017298545,0.000049704613,0.019592235,0.028782004,0.15582174],"study_design_scores_gemma":[0.0016961795,0.00083609036,0.13842475,0.0006772708,0.0000012527441,2.3104673e-7,0.014704964,0.0000269108,0.00027674335,0.009868298,0.8332616,0.00022567812],"about_ca_topic_score_codex":0.007515403,"about_ca_topic_score_gemma":0.006638385,"teacher_disagreement_score":0.8044796,"about_ca_system_score_codex":0.0019426584,"about_ca_system_score_gemma":0.009606291,"threshold_uncertainty_score":0.99909365},"labels":[],"label_agreement":null},{"id":"W2056022401","doi":"10.5959/eimj.v5i3.162","title":"Analyzing Online Impact of Canadian Conference of Medical Education through Tweets","year":2013,"lang":"en","type":"article","venue":"Education in Medicine Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science; Internet privacy; Medical education; Psychology; Political science; Medicine","score_opus":0.15862155498384387,"score_gpt":0.5133960332817505,"score_spread":0.35477447829790665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2056022401","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9127321,0.0010594983,0.00006156821,0.07080635,0.007223374,0.000543596,0.0000016764462,0.000005836843,0.0075660017],"genre_scores_gemma":[0.9918159,0.002651433,0.0014232058,0.00031089506,0.0035649198,0.00006437304,0.000020952872,0.000009856386,0.00013845394],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973036,0.00045785753,0.000865708,0.000130495,0.0009052106,0.00033715123],"domain_scores_gemma":[0.9963052,0.00060947763,0.0006371383,0.00015462447,0.0015164348,0.0007770824],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0020568592,0.00010400324,0.00032024327,0.0011786578,0.00017991303,0.00002357929,0.00042474034,0.00019236632,0.011975371],"category_scores_gemma":[0.014969749,0.0000902654,0.0000595448,0.0016591187,0.0004233085,0.00045290883,0.000009353199,0.00048119324,0.00000979825],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004903259,0.00054134254,0.67505556,0.000054591485,0.000021970747,2.2705193e-7,0.12519436,0.000004669307,0.00006620828,0.00590772,0.10282804,0.09032042],"study_design_scores_gemma":[0.00028067827,0.00010979673,0.89248735,0.0010457452,0.000020277299,0.000010548505,0.082275175,0.0000241853,0.000008669024,0.008100107,0.015535765,0.00010168043],"about_ca_topic_score_codex":0.91062766,"about_ca_topic_score_gemma":0.3300006,"teacher_disagreement_score":0.580627,"about_ca_system_score_codex":0.0010261837,"about_ca_system_score_gemma":0.07171911,"threshold_uncertainty_score":0.99332756},"labels":[],"label_agreement":null},{"id":"W2056031715","doi":"10.3163/1536-5050.100.1.007","title":"Investigating biomedical research literature in the blogosphere: a case study of diabetes and glycated hemoglobin (HbA1c)","year":2012,"lang":"en","type":"article","venue":"Journal of the Medical Library Association JMLA","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Dalhousie University","keywords":"Blogosphere; Popularity; Social media; The Internet; World Wide Web; Psychology; Internet privacy; Computer science; Social psychology","score_opus":0.08436449169571536,"score_gpt":0.41090095139679067,"score_spread":0.3265364597010753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2056031715","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9367647,0.0010104092,2.3769402e-7,0.059314355,0.0020953882,0.0006038465,0.000002447073,0.000007912955,0.00020069355],"genre_scores_gemma":[0.996597,0.00009810876,0.00010614989,0.00072267593,0.002385225,0.000038064347,0.0000013620472,0.000008769371,0.000042629734],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98893166,0.0069964086,0.0007420626,0.00009454568,0.0027919377,0.00044338923],"domain_scores_gemma":[0.9863867,0.01200337,0.0008008077,0.00013673522,0.00024211215,0.00043024644],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.019050082,0.00008279008,0.0002576648,0.0001411563,0.0004856498,0.00011742478,0.00056686957,0.00030866332,0.00008315038],"category_scores_gemma":[0.060342427,0.00004827612,0.000059377657,0.0023159918,0.00038790904,0.00080876733,0.00011593171,0.0014599167,0.0000011824035],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000042461634,0.00052546326,0.7956055,0.000025907695,0.000024604182,0.000021954376,0.19524261,1.5857282e-7,0.000008625471,0.00034733154,0.0054247854,0.0027688146],"study_design_scores_gemma":[0.0019739103,0.00048813754,0.67583853,0.00079648325,0.00007417211,0.00011154391,0.29809406,0.000058845693,0.000041841115,0.0038356646,0.018519625,0.00016715878],"about_ca_topic_score_codex":0.00039257653,"about_ca_topic_score_gemma":0.00012104006,"teacher_disagreement_score":0.11976694,"about_ca_system_score_codex":0.00021290363,"about_ca_system_score_gemma":0.00096862135,"threshold_uncertainty_score":0.9475727},"labels":[],"label_agreement":null},{"id":"W2057600232","doi":"10.1503/cjs.030913","title":"#Nomoretextbooks? The impact of rapid communications technologies on medical education","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Affect (linguistics); Medical education; Engineering ethics; Communication","score_opus":0.15568580794722503,"score_gpt":0.4148258505954544,"score_spread":0.2591400426482294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2057600232","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8807288,0.002373359,0.00001417407,0.101381965,0.006151269,0.00028923742,0.000004338289,0.000018833682,0.009038055],"genre_scores_gemma":[0.9985537,0.0006363077,0.00005422784,0.00020875708,0.00050833146,0.00002041252,0.0000016986215,0.000006380312,0.000010217927],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9984806,0.0005273817,0.00039013676,0.000051694213,0.00032112567,0.00022904376],"domain_scores_gemma":[0.9914163,0.006943,0.00045149916,0.00034565147,0.00041342658,0.0004301695],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0035199614,0.000058456546,0.00018138529,0.0003677466,0.0004420588,0.000028396642,0.0006637678,0.0001366695,0.00022481143],"category_scores_gemma":[0.044118673,0.000042435768,0.00013905755,0.0004026781,0.0010069552,0.000101723985,0.000008580413,0.0003273125,0.000006160273],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005875614,0.00004897298,0.16614634,0.000009967028,0.000021845062,8.961942e-7,0.010765717,0.0000023395028,0.0000025932195,0.018964162,0.035910193,0.7681211],"study_design_scores_gemma":[0.00015825494,0.00020279663,0.5133504,0.0007557012,0.000040785275,0.000027025706,0.033044208,0.000033162225,0.00005696319,0.014258718,0.43781394,0.00025800837],"about_ca_topic_score_codex":0.063274816,"about_ca_topic_score_gemma":0.036778692,"teacher_disagreement_score":0.7678631,"about_ca_system_score_codex":0.00046152153,"about_ca_system_score_gemma":0.026489126,"threshold_uncertainty_score":0.9807976},"labels":[],"label_agreement":null},{"id":"W2059005880","doi":"10.2310/7750.2014.14119","title":"Public Engagement with Dermatology Contents on <i>Facebook</i>","year":2015,"lang":"en","type":"article","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Public engagement; Medicine; Social media; User engagement; Student engagement; Internet privacy; World Wide Web; Medical education; Public relations; Computer science","score_opus":0.36667887896347406,"score_gpt":0.3911740753421237,"score_spread":0.02449519637864961,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2059005880","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85014164,0.0009467944,0.000031359454,0.13097836,0.006623234,0.0003829929,3.542957e-7,0.000018407367,0.010876869],"genre_scores_gemma":[0.9947266,0.0010377902,0.000054677283,0.0026556253,0.0014417121,0.000016382826,7.28252e-7,0.000008181202,0.00005829183],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980429,0.0005161531,0.0004123125,0.00008233274,0.0006884958,0.0002578166],"domain_scores_gemma":[0.992467,0.0060001723,0.00039924818,0.00006831467,0.0005239269,0.0005413401],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0018708381,0.000081440514,0.000367032,0.00022241351,0.00018365658,0.00001886491,0.00008528563,0.00006926407,0.000066510554],"category_scores_gemma":[0.0109178675,0.00005580279,0.00003037741,0.00017422065,0.00034537804,0.000109720386,0.000006507673,0.00024484107,0.0000073678884],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008803874,0.00036425158,0.39477548,0.00010773019,0.00019556128,0.0032566723,0.13120416,0.000003598819,0.00004566694,0.0069505833,0.33111954,0.13109638],"study_design_scores_gemma":[0.0006451864,0.00056684966,0.0013136016,0.00028513052,0.000049891598,0.0017677967,0.030816419,0.0000023432913,0.000020208785,0.0007483903,0.9636664,0.00011779752],"about_ca_topic_score_codex":0.00029584137,"about_ca_topic_score_gemma":0.00015867582,"teacher_disagreement_score":0.63254684,"about_ca_system_score_codex":0.00013238785,"about_ca_system_score_gemma":0.00092325243,"threshold_uncertainty_score":0.9974136},"labels":[],"label_agreement":null},{"id":"W2060017479","doi":"10.5596/c2012-010","title":"Preliminary survey of leading general medicine journals’ use of Facebook and Twitter","year":2012,"lang":"en","type":"article","venue":"Journal of the Canadian Health Libraries Association / Journal de l Association de bilbiothèques de la santé du Canada","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Popularity; Audience measurement; Social media; Altmetrics; Citation; Proxy (statistics); Cyberpsychology; Internet privacy; World Wide Web; Computer science; Psychology; Advertising; Business","score_opus":0.06122962334131247,"score_gpt":0.3492780624993057,"score_spread":0.2880484391579932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2060017479","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9259207,0.029892573,0.00007202634,0.037651047,0.00528625,0.00061576004,0.00011747445,0.000009278159,0.00043485468],"genre_scores_gemma":[0.97592896,0.014754904,0.00094685983,0.0049078865,0.003148109,0.000009096169,0.0000043337704,0.00002942321,0.0002704296],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9876758,0.007943778,0.0016252701,0.00010520295,0.0015040755,0.0011458964],"domain_scores_gemma":[0.97681695,0.013295818,0.0065127127,0.00013063934,0.001646848,0.0015970399],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.023975393,0.00018637552,0.00071072,0.00041271013,0.0011808752,0.0003235045,0.00044557132,0.00045596715,0.00019347754],"category_scores_gemma":[0.056394894,0.00016406979,0.00013673234,0.00070221885,0.00019222192,0.0014342018,0.000033131582,0.001115858,3.276981e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000031980868,0.000023504479,0.7991711,0.000037489976,0.00012501294,0.0000034364919,0.024649065,0.000041585794,0.00001704316,0.00037055628,0.17455454,0.00097470835],"study_design_scores_gemma":[0.00038588353,0.00008904639,0.87483716,0.00024905463,0.00006695428,0.00007747066,0.0018619228,0.000030197596,0.000047990885,0.0005384029,0.12169244,0.00012345878],"about_ca_topic_score_codex":0.84112316,"about_ca_topic_score_gemma":0.7099475,"teacher_disagreement_score":0.1311756,"about_ca_system_score_codex":0.021667674,"about_ca_system_score_gemma":0.044821545,"threshold_uncertainty_score":0.98208797},"labels":[],"label_agreement":null},{"id":"W2060390307","doi":"10.1186/1710-1492-10-s1-a4","title":"Social media; a tool for retention?","year":2014,"lang":"en","type":"article","venue":"Allergy Asthma and Clinical Immunology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Social media; Longitudinal study; Exploratory research; The Internet; Psychology; Sociology; World Wide Web; Computer science; Social science; Medicine","score_opus":0.11727295278297445,"score_gpt":0.4396172154369019,"score_spread":0.32234426265392746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2060390307","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9511717,0.0003687015,0.0007090739,0.032090377,0.011956505,0.0007171424,0.0000029688897,0.00011469398,0.0028688214],"genre_scores_gemma":[0.99034554,0.0012448933,0.0010258532,0.00086369447,0.005738629,0.0004995497,0.000023948001,0.000017216867,0.0002406679],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980113,0.0007637969,0.00045869514,0.0002679867,0.00012996777,0.0003682661],"domain_scores_gemma":[0.99015814,0.009312605,0.00016815579,0.00011092802,0.0001603499,0.00008982381],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0020436598,0.00008253243,0.0002566447,0.00003783435,0.0007315983,0.000026242395,0.00017096491,0.00044391342,0.00014002716],"category_scores_gemma":[0.015591875,0.00008655592,0.000116745825,0.00011149669,0.0008414402,0.00008662149,0.000036515976,0.00021062847,0.000040695926],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012981365,0.00014791853,0.004522648,0.000007265255,0.00010864837,2.5660674e-7,0.009931244,3.8300026e-8,0.000014279134,0.47035336,0.0027735615,0.512011],"study_design_scores_gemma":[0.0007015428,0.00017190688,0.22857936,0.000005714477,0.000009046507,4.05349e-7,0.0016620255,0.000011478806,0.000001649472,0.02602344,0.74272275,0.00011070256],"about_ca_topic_score_codex":0.0003406224,"about_ca_topic_score_gemma":0.0020977536,"teacher_disagreement_score":0.73994917,"about_ca_system_score_codex":0.00003789882,"about_ca_system_score_gemma":0.00018444545,"threshold_uncertainty_score":0.9927002},"labels":[],"label_agreement":null},{"id":"W2061981772","doi":"10.1016/j.jmir.2015.01.069","title":"Patient Satisfaction: Utilization of an Online YouTube Video to Educate Patients on Stereotactic Radiosurgery","year":2015,"lang":"en","type":"article","venue":"Journal of medical imaging and radiation sciences","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Michener Institute; University of Toronto; Princess Margaret Cancer Centre","funders":"","keywords":"Patient satisfaction; Categorical variable; Anxiety; Medicine; Radiosurgery; Medical physics; Preference; Medical education; Computer science; Surgery; Statistics; Radiation therapy","score_opus":0.1422194986052691,"score_gpt":0.437712843644306,"score_spread":0.2954933450390369,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2061981772","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96567863,0.00042778737,0.00006187704,0.024396764,0.00909867,0.00019825042,0.0000026314135,0.000009128096,0.00012627602],"genre_scores_gemma":[0.9970176,0.00044172854,0.00040497186,0.00090661016,0.0012149692,0.0000053713275,0.0000018520345,0.0000044382336,0.000002450494],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9963417,0.0004933054,0.0005720896,0.00014556976,0.0022553941,0.00019194988],"domain_scores_gemma":[0.99696654,0.0010306148,0.00056299096,0.00006630594,0.00058521074,0.0007883077],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0036543072,0.00007276586,0.00018789583,0.0003563186,0.00027738643,0.0000790092,0.00015616027,0.000060013317,0.00003603871],"category_scores_gemma":[0.01744549,0.000058324567,0.00003119909,0.0006517744,0.00034243407,0.0007375709,0.000014319446,0.00015677286,0.000002105042],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022699262,0.00018350607,0.29639348,0.0000067784404,0.000003931723,0.0000010951923,0.030330954,0.000035124027,0.0000018675294,0.0001617069,0.0018244041,0.67103446],"study_design_scores_gemma":[0.0006464976,0.00067737594,0.92224735,0.00023008767,0.000022623328,0.000010552044,0.05336993,0.00075497245,0.000038603415,0.00057546626,0.021288512,0.00013800205],"about_ca_topic_score_codex":0.0012847835,"about_ca_topic_score_gemma":0.00013495624,"teacher_disagreement_score":0.6708965,"about_ca_system_score_codex":0.00019442292,"about_ca_system_score_gemma":0.0017166801,"threshold_uncertainty_score":0.99083096},"labels":[],"label_agreement":null},{"id":"W2063023229","doi":"10.1186/1471-2431-14-138","title":"A systematic review of the use and effectiveness of social media in child health","year":2014,"lang":"en","type":"review","venue":"BMC Pediatrics","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":135,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Canadian Institutes of Health Research; Alberta Innovates","keywords":"CINAHL; Social media; Medicine; Systematic review; MEDLINE; Intervention (counseling); Health promotion; Psychological intervention; Medical education; Public health; Nursing; World Wide Web","score_opus":0.16765701091361399,"score_gpt":0.44337732337097757,"score_spread":0.2757203124573636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2063023229","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000063294385,0.9898841,0.0000045419492,0.000095091724,0.0020437199,0.007833795,0.000034673725,0.000010462133,0.000030372255],"genre_scores_gemma":[0.00004899065,0.9980199,0.000051008417,0.000040562492,0.0008097237,0.0009921953,0.00001400071,0.00002232432,0.0000013460157],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9870925,0.0102076875,0.0014833334,0.00023640128,0.00069287413,0.000287211],"domain_scores_gemma":[0.9685823,0.02831247,0.002521368,0.0002838469,0.00019409026,0.00010594843],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.009776459,0.00020044053,0.0029300936,0.00019785964,0.00019691116,0.000014391286,0.00041931242,0.0003178628,0.000003207865],"category_scores_gemma":[0.070783794,0.00014362906,0.00032307548,0.0017334392,0.00022428532,0.00006799839,0.00006788163,0.00034893505,0.0000022181875],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[7.353392e-7,0.000027225646,0.0004908063,0.990101,0.000005816241,4.7366417e-8,0.0033329637,1.2796688e-8,1.788358e-10,0.001455165,0.00005960919,0.0045266156],"study_design_scores_gemma":[0.00011766707,0.00001535189,0.0022087463,0.9429183,0.00093706616,0.0000013255338,0.00023673399,1.4230955e-7,5.5846003e-9,0.000055093915,0.053332288,0.00017727971],"about_ca_topic_score_codex":0.0010357263,"about_ca_topic_score_gemma":0.0016920762,"teacher_disagreement_score":0.061007336,"about_ca_system_score_codex":0.00052618445,"about_ca_system_score_gemma":0.0034419554,"threshold_uncertainty_score":0.93704337},"labels":[],"label_agreement":null},{"id":"W2064261008","doi":"10.1016/j.jcjd.2015.01.292","title":"Diabetes Social Media: A Tool to Engage Patients","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Social media; Mainstream; Medicine; Internet privacy; Diabetes mellitus; World Wide Web; Computer science","score_opus":0.08373978837957044,"score_gpt":0.3278605538087969,"score_spread":0.24412076542922648,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2064261008","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9795902,0.00026368315,7.1196126e-7,0.008210953,0.010326647,0.00036111206,0.000024412948,0.000012405439,0.0012099065],"genre_scores_gemma":[0.9950908,0.000002171633,0.00036303827,0.00102727,0.0034287048,0.000047608068,0.000005022134,0.000019907382,0.00001551679],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99766564,0.00042374636,0.00042688067,0.00012328834,0.0005829569,0.00077747705],"domain_scores_gemma":[0.9950764,0.0012412873,0.00025710487,0.00008920178,0.0010548927,0.002281125],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0021405811,0.00011714394,0.00028521506,0.0003811405,0.0006041933,0.00012461579,0.0004186577,0.00015632425,0.00013221744],"category_scores_gemma":[0.03408098,0.0001246881,0.0000855746,0.0006015797,0.00022079401,0.00034430253,0.00001159092,0.00030947378,0.000077885496],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000011702617,0.000025209429,0.8092651,0.000009550689,0.000018137707,0.0000012706871,0.12715778,0.0000014339834,0.000004693192,0.00069011323,0.03378817,0.029037397],"study_design_scores_gemma":[0.0006297056,0.0001805417,0.7179307,0.00007724139,0.000041118336,4.5970623e-8,0.013332729,0.0000014998411,0.00005931047,0.0031367827,0.2643135,0.00029686335],"about_ca_topic_score_codex":0.0024160596,"about_ca_topic_score_gemma":0.053217877,"teacher_disagreement_score":0.23052531,"about_ca_system_score_codex":0.0010511031,"about_ca_system_score_gemma":0.0061693043,"threshold_uncertainty_score":0.9994648},"labels":[],"label_agreement":null},{"id":"W2065013315","doi":"10.1371/journal.pone.0092744","title":"The Role of Social Media in Recruiting for Clinical Trials in Pregnancy","year":2014,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":80,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Clinical Evaluative Sciences; SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"Duchesnay","keywords":"Attrition; Social media; Interrupted Time Series Analysis; Confounding; Medicine; Patient recruitment; Demography; Clinical trial; Family medicine; Obstetrics; Internal medicine","score_opus":0.6498517963313104,"score_gpt":0.5376890545600769,"score_spread":0.11216274177123353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2065013315","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9878866,0.0005997514,0.000003467089,0.0057579996,0.0010918159,0.002259567,0.00000363753,0.000017036751,0.0023801196],"genre_scores_gemma":[0.99458593,0.0005918839,0.0006629028,0.000032578122,0.0026660864,0.0014367477,0.0000025861302,0.000008578433,0.0000126994955],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99504125,0.0032583424,0.0009730615,0.00013064209,0.0003224489,0.00027427604],"domain_scores_gemma":[0.9156517,0.083538264,0.00051591406,0.00009406887,0.00013468422,0.00006538383],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02147776,0.000045097648,0.00041003892,0.000047100224,0.00021160366,0.000015116533,0.00018734696,0.00015891579,0.000014072029],"category_scores_gemma":[0.2905357,0.000039623876,0.00006704475,0.00024028431,0.00018621792,0.000057189074,0.000013610987,0.00016305443,0.000003864544],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008029873,0.000882201,0.22592789,0.00008154248,0.000019802255,5.1986383e-8,0.18747056,8.056887e-8,0.00014244765,0.047633313,0.000056943158,0.5377049],"study_design_scores_gemma":[0.0046842643,0.00030822158,0.5386346,0.002652258,0.00016772604,2.1041707e-8,0.13361683,0.00049997465,0.0023361798,0.28623813,0.030360784,0.0005010322],"about_ca_topic_score_codex":0.0005417023,"about_ca_topic_score_gemma":0.012707785,"teacher_disagreement_score":0.53720385,"about_ca_system_score_codex":0.00009296677,"about_ca_system_score_gemma":0.00033356462,"threshold_uncertainty_score":0.7443806},"labels":[],"label_agreement":null},{"id":"W2066998905","doi":"10.1080/10401334.2013.770741","title":"e-Professionalism: A New Frontier in Medical Education","year":2013,"lang":"en","type":"article","venue":"Teaching and Learning in Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":94,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Licensure; Medical education; Identity (music); Curriculum; Accreditation; Element (criminal law); Social media; Professional association; Revocation; Sanctions; Medicine; Psychology; Pedagogy; Political science; Public relations; Law","score_opus":0.07090570371591481,"score_gpt":0.45131020026761126,"score_spread":0.38040449655169645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2066998905","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83962953,0.001431782,0.000046334153,0.1464981,0.0025696866,0.00040542654,1.2624417e-8,0.000048612117,0.0093704965],"genre_scores_gemma":[0.99111575,0.00021475967,0.0010482885,0.0023806216,0.0018867771,0.00016858111,0.0000059804725,0.000009439851,0.003169779],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9971898,0.0016709156,0.00025833925,0.00016705482,0.00046368534,0.00025021142],"domain_scores_gemma":[0.9978229,0.0017670989,0.000075946846,0.0000612022,0.00003051876,0.00024233191],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005135468,0.000068291105,0.00017208318,0.00019654795,0.0003579423,0.000014387616,0.0001122275,0.00015664211,0.0012212746],"category_scores_gemma":[0.04277922,0.000059725906,0.000008215278,0.00022174325,0.00016184484,0.00014642568,0.000016337672,0.0015120122,0.000023242641],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000024680946,0.00003512247,0.24313913,0.000012256724,8.038069e-7,5.684931e-7,0.19414125,0.0000011253023,0.0000032948697,0.0024692426,0.008439773,0.55175495],"study_design_scores_gemma":[0.00057694863,0.00004197502,0.66363174,0.0010500258,0.000003811831,0.0000013314324,0.103848636,0.00033056247,1.0555425e-7,0.0045492505,0.22585578,0.000109839726],"about_ca_topic_score_codex":0.27460152,"about_ca_topic_score_gemma":0.0032280528,"teacher_disagreement_score":0.5516451,"about_ca_system_score_codex":0.00015932023,"about_ca_system_score_gemma":0.0013283074,"threshold_uncertainty_score":0.9996917},"labels":[],"label_agreement":null},{"id":"W2067517664","doi":"10.1371/journal.pone.0068914","title":"Social Media Release Increases Dissemination of Original Articles in the Clinical Pain Sciences","year":2013,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":232,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Medical Research Council; Australian Government","keywords":"Social media; Citation; Altmetrics; Psychology; Medicine; Computer science; World Wide Web","score_opus":0.28376378737492325,"score_gpt":0.4583933732295764,"score_spread":0.17462958585465316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2067517664","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9831258,0.000073107294,0.0000023550444,0.0151706245,0.00015631656,0.0006700157,0.0000015147617,0.00002068299,0.00077958853],"genre_scores_gemma":[0.9976047,0.0001049236,0.0006239168,0.0001855918,0.001113695,0.00035375266,0.000002561887,0.0000038162502,0.00000700411],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965748,0.0018693837,0.00036707465,0.00014241345,0.00080450426,0.00024179861],"domain_scores_gemma":[0.97875863,0.020703465,0.00018586153,0.00008431062,0.00018061399,0.00008711414],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.006842372,0.00005302822,0.00015546588,0.000077981626,0.0003783774,0.000046268495,0.00028801078,0.000085638756,0.0002762652],"category_scores_gemma":[0.056433078,0.00004247971,0.000032499822,0.00072843576,0.00095606205,0.0002432804,0.000013139898,0.00014278917,0.000048543126],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012907461,0.002901621,0.8113769,0.00005202488,0.0000110764395,6.044583e-7,0.10508335,1.00268984e-7,0.000218542,0.017617224,0.0023098239,0.060415786],"study_design_scores_gemma":[0.00012406972,0.00009137957,0.9415725,0.00015868858,0.000030872416,4.919582e-8,0.045539208,0.000090845155,0.00018943896,0.011878126,0.00022583194,0.00009900402],"about_ca_topic_score_codex":0.0076991213,"about_ca_topic_score_gemma":0.0032955653,"teacher_disagreement_score":0.13019554,"about_ca_system_score_codex":0.00006621587,"about_ca_system_score_gemma":0.00039475193,"threshold_uncertainty_score":0.9989087},"labels":[],"label_agreement":null},{"id":"W2067827964","doi":"10.1016/j.vaccine.2012.03.074","title":"Vaccine-critical videos on YouTube and their impact on medical students’ attitudes about seasonal influenza immunization: A pre and post study","year":2012,"lang":"en","type":"article","venue":"Vaccine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":60,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Public Health Ontario; Toronto General Hospital; University of Toronto; University Health Network; Ottawa Hospital; Canada Research Chairs","funders":"","keywords":"Immunization; Influenza vaccine; Seasonal influenza; Vaccination; Medicine; Live attenuated influenza vaccine; Virology; Coronavirus disease 2019 (COVID-19); Family medicine; Environmental health; Immunology; Internal medicine; Immune system; Infectious disease (medical specialty)","score_opus":0.048777102909915715,"score_gpt":0.4483085071569286,"score_spread":0.3995314042470129,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2067827964","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9903021,0.0013553151,0.0000035627706,0.005538269,0.0012751532,0.0013124881,0.000012576819,0.00007586005,0.00012467007],"genre_scores_gemma":[0.99599,0.00020857276,0.000019821135,0.0014900576,0.0020528717,0.00019042297,0.000008644791,0.00002346032,0.000016144091],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972533,0.00059260835,0.0003298497,0.00028445086,0.0010138644,0.0005259043],"domain_scores_gemma":[0.9955023,0.0032196485,0.0000810787,0.00023329107,0.00021960435,0.0007440669],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002097493,0.0002210587,0.0003138853,0.00011356001,0.00067017425,0.00014615104,0.0003260121,0.00018572345,0.00044246245],"category_scores_gemma":[0.008550418,0.00015932514,0.00003937327,0.00034789482,0.00005280654,0.00035365677,0.00012776109,0.00035053448,0.00002677143],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016498903,0.0010241558,0.9406391,0.000024165302,0.000044511416,0.0000011004227,0.05117763,6.6727875e-7,0.0000063197076,0.00097115163,0.00020320123,0.0057430496],"study_design_scores_gemma":[0.0010024831,0.0006893287,0.99009246,0.00010481963,0.000029648038,0.0000029047555,0.0067830156,0.000009837159,0.0000047500066,0.000051208663,0.0010749026,0.00015465319],"about_ca_topic_score_codex":0.0023308878,"about_ca_topic_score_gemma":0.0006881562,"teacher_disagreement_score":0.04945339,"about_ca_system_score_codex":0.00020771763,"about_ca_system_score_gemma":0.0003003014,"threshold_uncertainty_score":0.999801},"labels":[],"label_agreement":null},{"id":"W2069612613","doi":"10.1002/14651858.cd004398.pub3","title":"Printed educational materials: effects on professional practice and healthcare outcomes","year":2012,"lang":"en","type":"review","venue":"Cochrane Database of Systematic Reviews","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":890,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Michael's Hospital; University of Toronto; Hôpital Saint-François d'Assise; Ottawa Hospital; University of Alberta; Université Laval; The Quebec Population Health Research Network; McMaster University; Hôpital du Saint-Sacrement","funders":"Canadian Institutes of Health Research; Wellcome Trust","keywords":"Health care; Health professionals; Medical education; Psychology; Nursing; Medicine; Engineering ethics; Engineering; Political science","score_opus":0.2824794031183244,"score_gpt":0.5415162660622975,"score_spread":0.2590368629439731,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2069612613","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000008725215,0.95699924,0.000002681844,0.0022361772,0.011979465,0.028349807,0.00021160857,0.00002615561,0.00018613093],"genre_scores_gemma":[0.000008800092,0.9772447,0.00096148637,0.00022636859,0.00167024,0.018959787,0.0007237649,0.00004874666,0.00015610897],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.98029774,0.014591549,0.0029887748,0.00049938203,0.0011398253,0.00048271718],"domain_scores_gemma":[0.9526712,0.04073955,0.0047348407,0.0009904775,0.00044016886,0.0004237706],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.014568324,0.0005210547,0.0051686005,0.00025945893,0.00038680062,0.00005943541,0.0005532999,0.0003746075,0.0002076441],"category_scores_gemma":[0.09911655,0.00035128204,0.00028467688,0.00050439127,0.00018840845,0.0003975045,0.000106384396,0.00041279537,0.0004888706],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000034162554,0.00016343975,0.000012295403,0.9275062,0.00006203025,7.397209e-7,0.0026964643,3.4743539e-10,2.399382e-7,0.009218124,0.00063868496,0.059698384],"study_design_scores_gemma":[0.00006248077,0.000019486894,0.000017185046,0.5749798,0.0010164244,0.000008300883,0.0003700883,1.3081508e-8,4.483984e-7,0.000014800891,0.42332247,0.00018854023],"about_ca_topic_score_codex":0.0008088298,"about_ca_topic_score_gemma":0.00006505271,"teacher_disagreement_score":0.42268378,"about_ca_system_score_codex":0.00048303933,"about_ca_system_score_gemma":0.0020783802,"threshold_uncertainty_score":0.9998939},"labels":[],"label_agreement":null},{"id":"W2069756289","doi":"10.1016/j.tcb.2014.08.002","title":"Burning platforms: friending social media's role in #scicomm","year":2014,"lang":"en","type":"review","venue":"Trends in Cell Biology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Biology; Social media; Science communication; Engineering ethics; World Wide Web; Sociology; Science education; Computer science; Engineering","score_opus":0.213598141510846,"score_gpt":0.4833824829770822,"score_spread":0.2697843414662362,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2069756289","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010462113,0.9514845,0.0000016369473,0.00016805991,0.007400503,0.00053885195,0.000015854419,0.00007650107,0.039267905],"genre_scores_gemma":[0.004428721,0.9900165,0.000119891236,0.000036491205,0.0041212956,0.0008661997,0.00029864768,0.000042333082,0.00006991793],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960977,0.001130195,0.0009951183,0.000553016,0.0002205657,0.0010034195],"domain_scores_gemma":[0.99237317,0.0066195815,0.00063395145,0.00019362876,0.00002898359,0.0001507018],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0027398504,0.00033493227,0.0016598689,0.0012541327,0.00035219028,0.000028924564,0.00069499237,0.0015524805,0.0004995226],"category_scores_gemma":[0.0020377687,0.0003226995,0.0002292235,0.0017297114,0.00041666473,0.00008604365,0.000097734715,0.0011564243,0.00011405684],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000019235836,0.000038570513,0.0007346562,0.0005255997,0.0000042718216,0.0000016297547,0.026620325,1.1598089e-7,1.2500504e-7,0.0043754457,0.000099397286,0.96759796],"study_design_scores_gemma":[0.00016341878,0.000019152545,0.00013622284,0.00067722664,0.000032888613,3.3423126e-7,0.0028175255,0.000001554707,2.0409695e-7,0.0017086088,0.99414265,0.00030019155],"about_ca_topic_score_codex":0.0030438225,"about_ca_topic_score_gemma":0.012528058,"teacher_disagreement_score":0.9940433,"about_ca_system_score_codex":0.0011767407,"about_ca_system_score_gemma":0.000680437,"threshold_uncertainty_score":0.9999225},"labels":[],"label_agreement":null},{"id":"W2073294158","doi":"10.1007/s12015-015-9591-y","title":"Fueling Hope: Stem Cells in Social Media","year":2015,"lang":"en","type":"article","venue":"Stem Cell Reviews and Reports","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":35,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"British Columbia Institute of Technology; NeuroDevNet; University of British Columbia","funders":"","keywords":"Stem cell; Social media; Tone (literature); Internet privacy; Process (computing); Spinal cord injury; Neuroscience; Biology; Computer science; World Wide Web; Cell biology; Spinal cord; Linguistics","score_opus":0.19848293379839582,"score_gpt":0.3938490577453253,"score_spread":0.19536612394692948,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2073294158","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8087572,0.12541005,0.000010132644,0.0019827946,0.02364474,0.0038295314,0.0000020413875,0.00008536006,0.036278155],"genre_scores_gemma":[0.962175,0.03204205,0.0002451822,0.0002049911,0.0038366946,0.0004951421,0.000004238088,0.000027221238,0.00096946367],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977039,0.00054513186,0.0007357156,0.0002876203,0.00038762027,0.0003399906],"domain_scores_gemma":[0.99859303,0.00038842324,0.0004743448,0.00014106501,0.00010257993,0.00030053713],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0049512056,0.00011502172,0.00038971365,0.00006698752,0.00027733375,0.00005163432,0.00007950921,0.00015765856,0.000023106892],"category_scores_gemma":[0.0002989551,0.00010097592,0.00005635511,0.00037817002,0.00011521495,0.00013003561,0.000029447529,0.00016479705,0.000030979216],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000055383694,0.00010411892,0.034926947,0.00059169927,0.0000036276974,0.00010798674,0.30701533,7.990297e-7,0.00007402225,0.0005628439,0.015441033,0.64116603],"study_design_scores_gemma":[0.000108416934,0.000011233515,0.0013809439,0.00012738777,0.000014211409,0.0000033965011,0.017578678,9.35392e-7,0.00006705596,0.0004680255,0.9800785,0.00016117973],"about_ca_topic_score_codex":0.0009700305,"about_ca_topic_score_gemma":0.0012064598,"teacher_disagreement_score":0.9646375,"about_ca_system_score_codex":0.00020704912,"about_ca_system_score_gemma":0.0005707199,"threshold_uncertainty_score":0.41176787},"labels":[],"label_agreement":null},{"id":"W2073857523","doi":"10.1158/1940-6207.prev-12-a11","title":"Abstract A11: Recruitment Monitoring Report of a Pan-Canadian Multi-center Study, the COOLS Trial.","year":2012,"lang":"en","type":"article","venue":"Cancer Prevention Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Spinal Cord Injury BC; BC Cancer Agency","funders":"","keywords":"Patient recruitment; Medicine; Referral; Representativeness heuristic; Family medicine; Consolidated Standards of Reporting Trials; Clinical trial; Confidentiality; Descriptive statistics; Internal medicine; Psychology","score_opus":0.7688751837174757,"score_gpt":0.6422275433353096,"score_spread":0.12664764038216603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2073857523","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97347695,0.0011341909,0.0000059284507,0.0034825816,0.008969114,0.010967229,0.000006066867,0.000018966888,0.0019389722],"genre_scores_gemma":[0.9841724,0.0005954367,0.000064622094,0.000011486859,0.0027755722,0.01128653,0.000003685412,0.000013125026,0.001077139],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99603033,0.0014610307,0.00045259745,0.00020561698,0.0011147037,0.0007357485],"domain_scores_gemma":[0.99753374,0.0009864394,0.00020438028,0.00033019183,0.0005657028,0.00037952935],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013283175,0.00007559732,0.00015034998,0.00017496597,0.00087854534,0.0000607871,0.0003369031,0.00010363227,0.00049681705],"category_scores_gemma":[0.0037742543,0.00006439137,0.00007007848,0.0006607975,0.00022478277,0.00023557535,0.000041819116,0.00038724023,0.000042398864],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003463517,0.0021124065,0.71603405,0.000058917765,0.0000924782,0.0000055457517,0.089343086,9.720924e-7,0.000063349704,0.00025987593,0.002917293,0.18876565],"study_design_scores_gemma":[0.0041230377,0.000118515665,0.80122054,0.00012823437,0.000017704,4.8026266e-7,0.04025497,6.609128e-7,0.00017309036,0.0001130199,0.15374812,0.00010164059],"about_ca_topic_score_codex":0.3902598,"about_ca_topic_score_gemma":0.1563714,"teacher_disagreement_score":0.23388842,"about_ca_system_score_codex":0.0014446194,"about_ca_system_score_gemma":0.0027699235,"threshold_uncertainty_score":0.8590226},"labels":[],"label_agreement":null},{"id":"W2075945361","doi":"10.5596/c12-044","title":"Social Media and Clinical Trials Recruitment: Potential Benefits and Challenges","year":2012,"lang":"fr","type":"article","venue":"Journal of the Canadian Health Libraries Association / Journal de l Association de bilbiothèques de la santé du Canada","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Vancouver General Hospital","funders":"","keywords":"Social media; Clinical trial; Internet privacy; Business; Psychology; Data science; Medicine; Computer science; World Wide Web; Internal medicine","score_opus":0.16667944031333914,"score_gpt":0.4032198179508241,"score_spread":0.23654037763748498,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2075945361","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15890786,0.4998973,0.0000075897365,0.31828496,0.021683356,0.00071705494,0.00021244521,0.000013150436,0.00027627972],"genre_scores_gemma":[0.4065411,0.5545085,0.00069738063,0.0076314937,0.03038568,0.000025074309,0.0000058673168,0.000051904775,0.00015299601],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9628074,0.030102698,0.002907639,0.00023729695,0.0017778547,0.0021670929],"domain_scores_gemma":[0.94636905,0.03834964,0.010008109,0.0001473908,0.0010930437,0.00403277],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaresearch","research_integrity"],"category_scores_codex":[0.07447445,0.0003633953,0.0013325489,0.00031215692,0.0032753265,0.0011719862,0.0005433728,0.0015364515,0.00017898389],"category_scores_gemma":[0.102273986,0.00034602507,0.00043564226,0.00060094177,0.00032837267,0.0018310566,0.00007036292,0.0025511582,0.0000015439018],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00006290571,0.00013739018,0.5299683,0.00014849083,0.0007587318,0.000022991791,0.06449768,0.000010921974,7.0458077e-7,0.0155686475,0.27009824,0.11872498],"study_design_scores_gemma":[0.00080025464,0.00007071475,0.49662954,0.00021756018,0.0003077609,0.0002116289,0.0051213605,0.000023710913,0.0000020539348,0.0038122858,0.49257764,0.00022551084],"about_ca_topic_score_codex":0.3406645,"about_ca_topic_score_gemma":0.7404091,"teacher_disagreement_score":0.3997446,"about_ca_system_score_codex":0.041642454,"about_ca_system_score_gemma":0.06009669,"threshold_uncertainty_score":0.99989915},"labels":[],"label_agreement":null},{"id":"W2075983453","doi":"10.1016/j.eururo.2014.01.034","title":"International Urology Journal Club via Twitter: 12-Month Experience","year":2014,"lang":"en","type":"article","venue":"European Urology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":164,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Queen's University","funders":"","keywords":"Medicine; Journal club; Urology; Club; Medical education","score_opus":0.06730660964335718,"score_gpt":0.36868823728297473,"score_spread":0.30138162763961757,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2075983453","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.53158975,0.00014371662,0.0072285384,0.05440199,0.046736237,0.00042262737,0.0000010299059,0.00018129643,0.3592948],"genre_scores_gemma":[0.9841969,0.00011539241,0.00043776474,0.006722955,0.008214667,0.000033098964,0.0000037359916,0.000024374733,0.00025109536],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959834,0.002564583,0.0003546244,0.0002754578,0.00031862795,0.0005033124],"domain_scores_gemma":[0.99806607,0.001074862,0.00024762424,0.00018926835,0.00014979568,0.000272389],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0021298367,0.00011071876,0.00015128567,0.00013457713,0.00058034743,0.00006288759,0.00072787044,0.000100250254,0.0010610076],"category_scores_gemma":[0.005086462,0.00011647646,0.000054485026,0.0001280855,0.00055044435,0.00016497693,0.00008397201,0.00041465022,0.00069988694],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023086224,0.0003223556,0.21553405,0.000008103988,0.00005920969,0.00010781577,0.35037562,0.00007298906,0.00057472603,0.019127337,0.028167997,0.38541892],"study_design_scores_gemma":[0.00023948224,0.00018785468,0.071468085,0.0000011353164,0.0000076480255,0.000033603934,0.00074274786,0.00008068812,0.00000374146,0.00090213394,0.92623043,0.0001024671],"about_ca_topic_score_codex":0.00026538447,"about_ca_topic_score_gemma":0.00018653533,"teacher_disagreement_score":0.8980624,"about_ca_system_score_codex":0.00010566615,"about_ca_system_score_gemma":0.000119851844,"threshold_uncertainty_score":0.9998522},"labels":[],"label_agreement":null},{"id":"W2076500790","doi":"10.1503/cmaj.109-5017","title":"Google proposes evidence-based search rankings","year":2015,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Headline; Blackout; Autism; Computer science; World Wide Web; Internet privacy; Computer security; Medicine; Advertising; Psychiatry","score_opus":0.173465136267512,"score_gpt":0.4093890859396173,"score_spread":0.2359239496721053,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2076500790","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28151038,0.0011870218,0.00013701976,0.6896695,0.015819283,0.0008809558,0.0000061882756,0.00008338032,0.010706301],"genre_scores_gemma":[0.96243834,0.0004901705,0.00065793627,0.01865551,0.016987301,0.00010971808,0.000005493639,0.000027297338,0.0006282227],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9932867,0.0014110721,0.00040089423,0.00015915465,0.0039084614,0.0008336593],"domain_scores_gemma":[0.99070174,0.002396368,0.00021522061,0.000090375295,0.0017563209,0.0048399707],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0139808925,0.000092509115,0.00017903344,0.00024815195,0.0010186703,0.0002552165,0.0004404806,0.0004873005,0.002850103],"category_scores_gemma":[0.09184351,0.00009452913,0.00007069155,0.000726593,0.0001757799,0.00045328485,0.000009274541,0.0009573258,0.00048033881],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000021477988,0.00006503832,0.46537426,0.000018722492,0.00003635698,0.0001132742,0.0413117,0.000014008687,0.000002309641,0.0033930955,0.28915986,0.20048988],"study_design_scores_gemma":[0.0005496584,0.000066552064,0.018340526,0.00020783277,0.000014070115,0.000009781584,0.008700429,0.00009777216,0.000011014256,0.00087428256,0.9709636,0.00016448257],"about_ca_topic_score_codex":0.15202776,"about_ca_topic_score_gemma":0.20482428,"teacher_disagreement_score":0.6818037,"about_ca_system_score_codex":0.0072474554,"about_ca_system_score_gemma":0.068033345,"threshold_uncertainty_score":0.9980614},"labels":[],"label_agreement":null},{"id":"W2076953721","doi":"10.2196/jmir.2796","title":"Enabling Community Through Social Media","year":2013,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":170,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia; Dalhousie University","funders":"University of British Columbia","keywords":"Centrality; Social media; Social network analysis; Social network (sociolinguistics); Set (abstract data type); Vocabulary; Perspective (graphical); Online community; Computer science; World Wide Web; Social relation; Data science; Psychology; Internet privacy; Social psychology; Artificial intelligence","score_opus":0.5035578429091356,"score_gpt":0.5878715585450738,"score_spread":0.08431371563593815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2076953721","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89391196,0.000433582,0.00010323351,0.09036183,0.0051941634,0.00036685975,4.861621e-7,0.000018005927,0.009609862],"genre_scores_gemma":[0.9893796,0.0008219118,0.00024049298,0.0004165403,0.008910786,0.000062808875,0.0000012153274,0.000012884929,0.00015377998],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.98749554,0.005542271,0.0006592057,0.00009365632,0.005549618,0.000659714],"domain_scores_gemma":[0.97367275,0.022724563,0.0002986981,0.00015818622,0.0023120379,0.000833747],"candidate_categories":["metaresearch","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.026630102,0.00007740124,0.0002715699,0.00022857876,0.00076832925,0.0001992167,0.0016529149,0.0004109209,0.008672153],"category_scores_gemma":[0.106481224,0.00006459642,0.00010447102,0.00066806667,0.0014137542,0.00051231956,0.000200873,0.0041524577,0.00029519555],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031549505,0.0004162639,0.0031132891,0.000058787697,0.00004272347,0.000023345649,0.59318024,6.3368965e-8,0.00003585648,0.020847995,0.21651098,0.16573893],"study_design_scores_gemma":[0.0009292085,0.00029853103,0.022257742,0.00052217284,0.0000143430525,0.000022661623,0.33316135,0.000036807465,0.00018944129,0.05914225,0.58322763,0.00019784117],"about_ca_topic_score_codex":0.04836821,"about_ca_topic_score_gemma":0.004733936,"teacher_disagreement_score":0.36671668,"about_ca_system_score_codex":0.0006116466,"about_ca_system_score_gemma":0.002293399,"threshold_uncertainty_score":0.998145},"labels":[],"label_agreement":null},{"id":"W2078299999","doi":"10.3109/09540261.2015.1005058","title":"Personal reflections on exploring social media in medicine","year":2015,"lang":"en","type":"article","venue":"International Review of Psychiatry","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Social media; Perspective (graphical); Public relations; Psychology; Engineering ethics; Sociology; Medical education; Medicine; Political science; Computer science; Engineering; Law","score_opus":0.49937291322905075,"score_gpt":0.5454290887102531,"score_spread":0.04605617548120233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2078299999","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08952555,0.029109236,0.00002956519,0.54907095,0.11208374,0.0011414692,0.000016551156,0.000083649364,0.21893926],"genre_scores_gemma":[0.88878524,0.064630106,0.0027132276,0.00809679,0.033947777,0.0015816238,0.00006963132,0.00004107168,0.00013451034],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981532,0.00022182337,0.00042562946,0.00015074402,0.0008934326,0.00015514164],"domain_scores_gemma":[0.9986427,0.0006569037,0.00020733428,0.00006420401,0.00030996473,0.00011889959],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001621806,0.00007356556,0.0002033997,0.00018598013,0.000092748975,0.0000053981043,0.00024276496,0.000055692974,0.00043723185],"category_scores_gemma":[0.009122253,0.00007217926,0.000057440313,0.00047457602,0.00016329513,0.00014952147,0.000012861732,0.00018383698,0.00004678325],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057872985,0.0003689057,0.03801618,0.0008237908,0.000034636716,0.0000012829764,0.1725407,7.420889e-7,0.0000043105774,0.6348686,0.084243715,0.06903926],"study_design_scores_gemma":[0.0008931296,0.00011188282,0.074874915,0.011478756,0.00003465789,0.000001752473,0.053623557,0.0000041404796,0.0000025672698,0.032688018,0.82604563,0.00024097279],"about_ca_topic_score_codex":0.0013506189,"about_ca_topic_score_gemma":0.0053379885,"teacher_disagreement_score":0.7992597,"about_ca_system_score_codex":0.0004265174,"about_ca_system_score_gemma":0.00084370753,"threshold_uncertainty_score":0.9992243},"labels":[],"label_agreement":null},{"id":"W2079138820","doi":"10.1186/1472-6920-13-59","title":"eLearning among Canadian anesthesia residents: a survey of podcast use and content needs","year":2013,"lang":"en","type":"article","venue":"BMC Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":87,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa; University of Toronto; Toronto General Hospital; University Health Network; SickKids Foundation; Hospital for Sick Children","funders":"","keywords":"Medicine; Medical education; Preference; Family medicine","score_opus":0.1691198909428036,"score_gpt":0.3817843164676252,"score_spread":0.21266442552482157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2079138820","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9916457,0.00014990955,0.000011199215,0.005710161,0.0014097033,0.0008269964,7.1448846e-7,0.000018998293,0.00022664793],"genre_scores_gemma":[0.9979834,0.00014287267,0.00029297237,0.0006337771,0.00037332717,0.0003029293,0.00002803141,0.000010417247,0.00023228573],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99769145,0.000963775,0.0003193597,0.00014540248,0.0005702544,0.00030977384],"domain_scores_gemma":[0.9949152,0.0029437735,0.00018119098,0.00013858809,0.0006642977,0.0011569884],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0020277582,0.00007409832,0.00015029052,0.0002192661,0.00026999327,0.00008303966,0.00015831336,0.00019985421,0.0007557505],"category_scores_gemma":[0.07359674,0.00007663129,0.000018169434,0.0005359369,0.0003921468,0.00039880926,0.000008999421,0.00016239099,0.000031719963],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002384841,0.00004123639,0.9671363,0.000025524698,0.000002392353,1.4430526e-7,0.014825668,8.305688e-8,0.0000015088314,0.00079154444,0.0021534325,0.015019745],"study_design_scores_gemma":[0.00007949928,0.00001549649,0.9816656,0.00011193018,0.0000055231617,0.0000011991477,0.016607577,0.000033219636,0.0000018024085,0.000058425,0.001349782,0.000069944035],"about_ca_topic_score_codex":0.98998266,"about_ca_topic_score_gemma":0.92610437,"teacher_disagreement_score":0.07156898,"about_ca_system_score_codex":0.00029886363,"about_ca_system_score_gemma":0.013821101,"threshold_uncertainty_score":0.9917696},"labels":[],"label_agreement":null},{"id":"W2079331652","doi":"10.1097/acm.0b013e31829eb91c","title":"Social Media Use by Health Care Professionals and Trainees","year":2013,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":139,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Capital District Health Authority; University of Alberta","funders":"Canadian Institutes of Health Research","keywords":"CINAHL; Social media; Health care; MEDLINE; Critical appraisal; Medical education; Psychology; Mass media; Medicine; Nursing; Alternative medicine; Psychological intervention; World Wide Web; Political science; Computer science","score_opus":0.18359077515476097,"score_gpt":0.49247435851597504,"score_spread":0.3088835833612141,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2079331652","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6990075,0.007279725,0.000007673227,0.2886339,0.002878916,0.0015749835,0.000008965681,0.0000975718,0.0005107183],"genre_scores_gemma":[0.9816397,0.0022138604,0.000067120185,0.009133568,0.0059515205,0.0005692674,0.000078633406,0.000019236646,0.00032712836],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99762136,0.00057631,0.00041116067,0.00024105697,0.0006587583,0.0004913856],"domain_scores_gemma":[0.9947091,0.004336507,0.0002162697,0.000075938,0.0001693228,0.0004929066],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0012948223,0.00012081476,0.00029201858,0.00008029167,0.0007332443,0.000012273088,0.00018461398,0.00032798178,0.00045643005],"category_scores_gemma":[0.0102245845,0.000101352474,0.000015412475,0.0003008204,0.00070325437,0.00031999458,0.000024147786,0.00055578083,0.000029485711],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000021720227,0.0000035280636,0.0023612152,0.000038858387,0.0000028339946,8.981117e-8,0.6294727,1.9725654e-9,0.000028062814,0.0028022,0.31824657,0.047041792],"study_design_scores_gemma":[0.0007548122,0.00009704151,0.033390548,0.00028830042,0.000020124342,9.2448164e-7,0.65488744,0.0000020624784,0.00001828676,0.0026912617,0.30761307,0.00023613792],"about_ca_topic_score_codex":0.011323247,"about_ca_topic_score_gemma":0.00039790772,"teacher_disagreement_score":0.28263214,"about_ca_system_score_codex":0.00024732298,"about_ca_system_score_gemma":0.0006025571,"threshold_uncertainty_score":0.99811274},"labels":[],"label_agreement":null},{"id":"W2080590826","doi":"10.2196/resprot.3317","title":"Social Networking Versus Facebook Advertising to Recruit Survey Respondents: A Quasi-Experimental Study","year":2014,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":54,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Social media; Advertising; Psychology; Social network (sociolinguistics); Population; Medicine; Business; Computer science; World Wide Web; Environmental health","score_opus":0.7514937237047488,"score_gpt":0.6927572248743499,"score_spread":0.05873649883039889,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2080590826","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11902858,0.0000032036132,0.000020387686,0.0014952379,0.00059618015,0.8717124,0.0000028791126,0.000162173,0.0069789956],"genre_scores_gemma":[0.26257423,2.5711824e-7,0.00005822872,0.000054266664,0.002833572,0.73407763,0.000003726025,0.000033637512,0.00036443977],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.98134696,0.013578387,0.00047963613,0.00062765874,0.0025510786,0.0014162789],"domain_scores_gemma":[0.9923279,0.0059627895,0.00013396527,0.0003799506,0.0006229364,0.00057244534],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.020757494,0.00018054058,0.000312047,0.00033047085,0.002991987,0.00048978743,0.0008873482,0.0002161278,0.00027785773],"category_scores_gemma":[0.009121655,0.00020306486,0.00006198476,0.0017075788,0.00036110685,0.00032385593,0.00029411956,0.00072586944,0.00051198486],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009239786,0.010002229,0.19023985,0.00012544765,0.000058409423,0.000010207776,0.54176,0.000003028077,0.0003882507,0.00270478,0.0455452,0.19992277],"study_design_scores_gemma":[0.002302851,0.004688605,0.08843545,0.00031523043,0.0000013700659,8.580801e-8,0.023592152,0.000010201065,0.00011332354,0.00015050347,0.8800992,0.00029107847],"about_ca_topic_score_codex":0.00955529,"about_ca_topic_score_gemma":0.009870173,"teacher_disagreement_score":0.83455396,"about_ca_system_score_codex":0.001747281,"about_ca_system_score_gemma":0.0011166211,"threshold_uncertainty_score":0.99922496},"labels":[],"label_agreement":null},{"id":"W2081948025","doi":"10.1111/j.1743-498x.2009.00337.x","title":"Online learning in paediatrics: a student‐led web‐based learning modality","year":2010,"lang":"en","type":"article","venue":"The Clinical Teacher","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Curriculum; Modalities; Medical education; Modality (human–computer interaction); The Internet; Resource (disambiguation); Medicine; Active learning (machine learning); Peer learning; Multimedia; Psychology; Computer science; Mathematics education; World Wide Web; Pedagogy; Artificial intelligence","score_opus":0.20057697395210944,"score_gpt":0.527494343950079,"score_spread":0.32691736999796955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2081948025","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9676416,0.000053295073,0.000009676772,0.025329463,0.004201649,0.000724152,6.602714e-7,0.00020162051,0.0018378873],"genre_scores_gemma":[0.99310374,0.000100687845,0.00047108284,0.00048808628,0.0049015847,0.00015118268,0.000006705643,0.000020301992,0.0007566193],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9943836,0.0036262018,0.0006821425,0.0003099896,0.00053798297,0.00046013392],"domain_scores_gemma":[0.98899776,0.010112308,0.00029398774,0.0002553717,0.00011375044,0.00022681046],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.014442354,0.0001151043,0.00028014457,0.00006273359,0.00054559956,0.000056786193,0.0005205984,0.00037695153,0.0004958794],"category_scores_gemma":[0.05600624,0.000093338036,0.00013034027,0.000558207,0.0004967578,0.00008916211,0.00006764015,0.003504925,0.00012124346],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015489819,0.0005272658,0.9471037,0.00000453454,0.000005060679,8.8148727e-7,0.012259712,0.0000394271,0.000007321488,0.0003031742,0.00012261834,0.039610814],"study_design_scores_gemma":[0.0006610912,0.000059971608,0.90177673,0.000010757418,0.000019363237,5.7240868e-8,0.0069579487,0.0008331468,5.47733e-7,0.00072064967,0.08883182,0.00012789597],"about_ca_topic_score_codex":0.0030758113,"about_ca_topic_score_gemma":0.008576419,"teacher_disagreement_score":0.0887092,"about_ca_system_score_codex":0.0001254862,"about_ca_system_score_gemma":0.0008294253,"threshold_uncertainty_score":0.998794},"labels":[],"label_agreement":null},{"id":"W2083134127","doi":"10.1007/s40670-015-0103-0","title":"A First Step to Blended Delivery: Introducing an Online Component to an Infectious Diseases Course Using a Photography-Based Social Media Platform","year":2015,"lang":"en","type":"article","venue":"Medical Science Educator","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta Hospital; University of Alberta","funders":"","keywords":"Mnemonic; Flexibility (engineering); Component (thermodynamics); Social media; Online learning; Multimedia; Blended learning; Photography; Computer science; Popular media; Medical education; Psychology; World Wide Web; Mathematics education; Medicine; Educational technology; Visual arts; Sociology; Media studies","score_opus":0.15383125669225262,"score_gpt":0.4270742926917857,"score_spread":0.2732430359995331,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2083134127","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9660168,0.000043764812,0.00027637128,0.017453708,0.014581961,0.0013251123,0.000044749555,0.00021539674,0.000042084805],"genre_scores_gemma":[0.9834577,0.0000046723403,0.0044361097,0.002870415,0.008838602,0.00033027105,0.000034683166,0.000025969042,0.0000015820154],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99338007,0.00033618062,0.00048266762,0.00085982634,0.0036712072,0.0012700506],"domain_scores_gemma":[0.9904202,0.0009966311,0.00017135593,0.00039039616,0.00074611936,0.0072752708],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0041348436,0.00024554203,0.00039620657,0.00055506796,0.0018833283,0.00026186692,0.0012131118,0.00019162726,0.00028828357],"category_scores_gemma":[0.019271769,0.00024410844,0.00007304821,0.003947884,0.0017045261,0.0007845724,0.00012290005,0.00034006636,0.000040164625],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002704621,0.008427802,0.19822973,0.00008008605,0.000025711643,0.000021702408,0.6370725,0.00030453055,0.00036191518,0.0017929173,0.008018299,0.14539433],"study_design_scores_gemma":[0.0037142579,0.0019379364,0.46608183,0.00062828494,0.00027638808,0.000011882379,0.4020428,0.014878281,0.00021555493,0.0013830072,0.106152005,0.0026777626],"about_ca_topic_score_codex":0.030447122,"about_ca_topic_score_gemma":0.05821269,"teacher_disagreement_score":0.2678521,"about_ca_system_score_codex":0.0019577853,"about_ca_system_score_gemma":0.025440123,"threshold_uncertainty_score":0.9994161},"labels":[],"label_agreement":null},{"id":"W2083157057","doi":"10.1016/j.jadohealth.2012.12.002","title":"Use of a Social Networking Web Site for Recruiting Canadian Youth for Medical Research","year":2013,"lang":"en","type":"article","venue":"Journal of Adolescent Health","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":97,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"The Internet; Psychology; Medical education; Population; Descriptive research; Advertising; Web site; Social media; Descriptive statistics; Medicine; Family medicine; Business; Environmental health; Sociology; Computer science; World Wide Web","score_opus":0.5076654422259145,"score_gpt":0.5209113707713058,"score_spread":0.013245928545391306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2083157057","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7621963,0.0008600005,0.00041757245,0.21572328,0.013596234,0.0069146706,0.00006421837,0.000019652487,0.00020804814],"genre_scores_gemma":[0.98009473,0.00061504747,0.001932617,0.0017232213,0.015482179,0.00010029389,0.0000074447785,0.000023638997,0.000020811576],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99580246,0.00093080243,0.00096146314,0.0001348403,0.0011639822,0.0010064683],"domain_scores_gemma":[0.9928559,0.0031245789,0.00083188026,0.00007654202,0.0018799225,0.0012311809],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.01184523,0.00008217259,0.00036620934,0.00036205526,0.0013207133,0.00008300497,0.0002734481,0.0002157495,0.000051022947],"category_scores_gemma":[0.011109396,0.000082010876,0.00013988077,0.00047668675,0.00021943744,0.0002583584,0.000015781161,0.0006002414,0.0000028514442],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019489866,0.00031006464,0.07212129,0.0010602416,0.00004292493,0.0000012441118,0.36924642,0.00000568861,0.000019693063,0.003929678,0.14150003,0.4115678],"study_design_scores_gemma":[0.0017005915,0.00081178633,0.06557011,0.0027555889,0.000034407327,0.0000038252683,0.11789799,0.0007261177,0.000007811249,0.0013212634,0.8088947,0.00027581176],"about_ca_topic_score_codex":0.25120237,"about_ca_topic_score_gemma":0.27663887,"teacher_disagreement_score":0.6673947,"about_ca_system_score_codex":0.0018272374,"about_ca_system_score_gemma":0.019368706,"threshold_uncertainty_score":0.99997944},"labels":[],"label_agreement":null},{"id":"W2084368753","doi":"10.3138/jvme.0814-085r","title":"Recruitment and Hiring Strategies of Private Practitioners and Implications for Practice Management Training of Veterinary Students","year":2015,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Social media; Curriculum; The Internet; Medical education; Professional development; Psychology; Public relations; Medicine; Pedagogy; Political science","score_opus":0.5206769498582218,"score_gpt":0.5826846275321308,"score_spread":0.06200767767390902,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2084368753","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9813081,0.00077894557,0.0005346362,0.013830083,0.0019245464,0.0009498226,0.0000018550287,0.0000057289417,0.000666291],"genre_scores_gemma":[0.97973686,0.0022340529,0.0172139,0.000121736106,0.00042031574,0.0002526284,0.0000035344885,0.000007828668,0.000009134154],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9983304,0.00030107974,0.0005522383,0.00010712108,0.0005719276,0.00013719358],"domain_scores_gemma":[0.9971718,0.0010584908,0.00087178266,0.000082682185,0.0004980911,0.0003171449],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031903347,0.00006923979,0.00019108003,0.00014611965,0.00012005162,0.000031586267,0.00016237795,0.000078019475,0.0000075936605],"category_scores_gemma":[0.0056440085,0.00006950565,0.000028626286,0.00016314314,0.00021851067,0.000656319,0.000041222367,0.00011962689,1.4696944e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008292076,0.0019248897,0.008446659,0.001124659,0.00022808464,0.0000072472217,0.20009431,0.0000071672566,0.0009921594,0.03768404,0.0009725807,0.747689],"study_design_scores_gemma":[0.0021106661,0.004813892,0.21445303,0.0013555298,0.0003340218,0.00033610984,0.5000109,0.000013931896,0.00002856814,0.011515718,0.2648099,0.00021773159],"about_ca_topic_score_codex":0.00014063322,"about_ca_topic_score_gemma":0.000006859356,"teacher_disagreement_score":0.7474713,"about_ca_system_score_codex":0.00019233063,"about_ca_system_score_gemma":0.0019644771,"threshold_uncertainty_score":0.67568135},"labels":[],"label_agreement":null},{"id":"W2084787441","doi":"10.2310/7750.2014.14022","title":"Use of Facebook as a Tool for Knowledge Dissemination in Dermatology","year":2014,"lang":"en","type":"article","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Social media; Medicine; Public engagement; Page view; Internet privacy; World Wide Web; Public relations; Computer science; Web page","score_opus":0.10836605981258632,"score_gpt":0.41098184746710603,"score_spread":0.3026157876545197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2084787441","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98646456,0.0004500641,0.00013400297,0.009768828,0.0024085615,0.000350236,4.2691755e-7,0.000003820643,0.0004195035],"genre_scores_gemma":[0.99785095,0.0010228736,0.00012710257,0.00015866797,0.0007377378,0.0000245576,9.769622e-7,0.000005410409,0.00007171875],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987619,0.0002813566,0.0005540583,0.00005886391,0.00019220785,0.00015161929],"domain_scores_gemma":[0.96573114,0.033423334,0.0003969231,0.000042367312,0.0003113228,0.000094924704],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0015488236,0.000052386975,0.000363621,0.00027072692,0.00006975801,0.000006290795,0.00004750928,0.000090234076,0.000034770124],"category_scores_gemma":[0.043010484,0.00004388175,0.000045222452,0.00015260221,0.00019411993,0.000111198504,0.0000039311835,0.0000939401,9.101409e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003912218,0.00024453606,0.22563076,0.00055204914,0.000038137012,0.00006835907,0.18318896,0.0000030154545,0.0010020477,0.007563922,0.044496927,0.53682005],"study_design_scores_gemma":[0.0006653183,0.00056959613,0.02249256,0.002006801,0.00011336053,0.00095209107,0.017963843,0.00020445901,0.00049459416,0.0072006723,0.94708383,0.0002528819],"about_ca_topic_score_codex":0.0002843462,"about_ca_topic_score_gemma":0.0002849739,"teacher_disagreement_score":0.9025869,"about_ca_system_score_codex":0.000058796886,"about_ca_system_score_gemma":0.00037853728,"threshold_uncertainty_score":0.96505064},"labels":[],"label_agreement":null},{"id":"W2085177870","doi":"10.2196/jmir.2966","title":"The 1% Rule in Four Digital Health Social Networks: An Observational Study","year":2014,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":349,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Toronto","keywords":"The Internet; Citizen journalism; Sustainability; Public relations; Political science; Business; Computer science; World Wide Web; Law; Ecology","score_opus":0.5349511957958089,"score_gpt":0.5981214589099025,"score_spread":0.06317026311409368,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2085177870","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85258675,0.00016964888,0.0001866051,0.14332062,0.0026945276,0.0005006474,4.0895952e-7,0.000007823527,0.0005329798],"genre_scores_gemma":[0.9913469,0.0001799225,0.000027377095,0.00041872164,0.007830409,0.000055495948,0.0000013071253,0.00000979728,0.00013004543],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9892355,0.004169071,0.0008137732,0.00014795164,0.004967183,0.0006664938],"domain_scores_gemma":[0.98871976,0.009457375,0.00029458708,0.0001148386,0.0007467083,0.00066672283],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.04876486,0.0000682885,0.0002298546,0.00016821768,0.0006620391,0.0003545459,0.0012309303,0.00016290056,0.0001670912],"category_scores_gemma":[0.038269892,0.00004880465,0.000056875695,0.00063350314,0.00060001464,0.0003783844,0.000104980536,0.0016508253,0.000013579957],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014374388,0.0008925462,0.36449558,0.000013648358,0.000027438053,0.000018932677,0.10454454,0.000007798567,1.4668223e-7,0.013300097,0.02004399,0.49651155],"study_design_scores_gemma":[0.00096959725,0.0011101448,0.7315703,0.00013920567,0.0000025485585,0.000006341643,0.051714648,0.0019454794,1.8513327e-7,0.007095399,0.20535046,0.000095696945],"about_ca_topic_score_codex":0.006992489,"about_ca_topic_score_gemma":0.010824286,"teacher_disagreement_score":0.49641585,"about_ca_system_score_codex":0.00070872146,"about_ca_system_score_gemma":0.0031291246,"threshold_uncertainty_score":0.99962},"labels":[],"label_agreement":null},{"id":"W2086431088","doi":"10.1371/journal.pmed.0030303","title":"Correction: Advertising in Medical Journals: Should Current Practices Change?","year":2006,"lang":"en","type":"article","venue":"PLoS Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Current (fluid); MEDLINE; Data science; Medicine; Computer science; Political science; Engineering","score_opus":0.4305008458381351,"score_gpt":0.5352791038266967,"score_spread":0.10477825798856166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2086431088","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3869537,0.038859732,0.00008854456,0.44056135,0.08906645,0.0023169983,0.000001082212,0.00026234967,0.041889753],"genre_scores_gemma":[0.9518088,0.007099712,0.00006221671,0.0012775866,0.039068036,0.0005149592,0.0000090495,0.000019604402,0.00014000839],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965956,0.00053199753,0.00050251436,0.00021832148,0.0017349547,0.00041660614],"domain_scores_gemma":[0.9955333,0.003365315,0.0004948509,0.00011262038,0.0001917644,0.00030216578],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0029095593,0.00010292383,0.00025091183,0.0002441938,0.00033443925,0.00002319751,0.00021350832,0.00017363307,0.0018302477],"category_scores_gemma":[0.042693377,0.000091613845,0.000024302311,0.000921897,0.00031700934,0.00038116492,0.000018608165,0.00064778613,0.000038678885],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029212964,0.00058367226,0.43760133,0.00010063658,0.000009696272,0.000032256983,0.065722466,8.7211697e-7,0.000029155593,0.001191401,0.040059615,0.45463967],"study_design_scores_gemma":[0.0009924584,0.00011583337,0.39565936,0.0036521433,0.000064984844,0.000012772746,0.016987972,0.0005480222,0.000032040778,0.0018788818,0.5797907,0.00026483595],"about_ca_topic_score_codex":0.041353818,"about_ca_topic_score_gemma":0.028612256,"teacher_disagreement_score":0.5648551,"about_ca_system_score_codex":0.00045620784,"about_ca_system_score_gemma":0.0006108289,"threshold_uncertainty_score":0.9990822},"labels":[],"label_agreement":null},{"id":"W2087127762","doi":"10.1037/a0038087","title":"Social media recruitment and online data collection: A beginner’s guide and best practices for accessing low-prevalence and hard-to-reach populations.","year":2014,"lang":"en","type":"article","venue":"Canadian Psychology/Psychologie canadienne","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":281,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia; Simon Fraser University","funders":"","keywords":"Psychology; Social media; Best practice; Data collection; Applied psychology; Medical education; Sociology; Social science; World Wide Web; Management; Medicine; Computer science","score_opus":0.6667538070934053,"score_gpt":0.5587874026091892,"score_spread":0.10796640448421602,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2087127762","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8379844,0.0010413104,0.0001133424,0.14962436,0.006359019,0.0027109308,0.00037716326,0.00006752535,0.0017219689],"genre_scores_gemma":[0.9429215,0.0027201695,0.02712664,0.017221602,0.0057521495,0.0025599808,0.0006138757,0.000109510824,0.0009745417],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966804,0.00049022,0.0004638629,0.0011184913,0.00017408376,0.0010729408],"domain_scores_gemma":[0.99535394,0.0017869881,0.00039609245,0.00058011984,0.00026564012,0.0016171952],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0027010748,0.00024337317,0.00035122962,0.00046877388,0.0019149156,0.00019597179,0.00060890854,0.0004119289,0.000044733555],"category_scores_gemma":[0.019959772,0.0002837053,0.000023030354,0.0006777795,0.0007530733,0.00045440125,0.00006980285,0.00030390557,0.0000049112928],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008989896,0.00013834226,0.10597729,0.00014353357,0.00005121354,0.000009845735,0.032978453,5.6775036e-7,0.000037952865,0.0048500285,0.12548749,0.7302354],"study_design_scores_gemma":[0.0006115734,0.0001459671,0.3895493,0.00006558312,0.000076288336,0.000017071983,0.0038609346,0.000057805468,3.4645848e-7,0.0017944984,0.60350186,0.00031881206],"about_ca_topic_score_codex":0.38438022,"about_ca_topic_score_gemma":0.9754436,"teacher_disagreement_score":0.7299166,"about_ca_system_score_codex":0.00068766146,"about_ca_system_score_gemma":0.0010349436,"threshold_uncertainty_score":0.9999615},"labels":[],"label_agreement":null},{"id":"W2088001529","doi":"10.1016/s0840-4704(10)60136-6","title":"Political, Policy and Social Barriers to Health System Interoperability: Emerging Opportunities of Web 2.0 and 3.0","year":2009,"lang":"en","type":"article","venue":"Healthcare Management Forum","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Environment and Protected Areas","funders":"","keywords":"Interoperability; Health informatics; Cross-domain interoperability; Health care; Business; Information system; Corporate governance; Knowledge management; Argument (complex analysis); Semantic interoperability; Public relations; Process management; Computer science; World Wide Web; Political science; Medicine; Law","score_opus":0.09958529705990381,"score_gpt":0.41088574438190933,"score_spread":0.3113004473220055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2088001529","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20199335,0.000343355,0.000028001885,0.78529614,0.00088593824,0.002039578,0.00002379497,0.00012613172,0.0092637],"genre_scores_gemma":[0.98241115,0.00038452726,0.00026733693,0.016267372,0.00042362575,0.00014515461,0.0000049451387,0.0000124874105,0.00008339387],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99739206,0.00047404456,0.00051000057,0.00030283516,0.0004055641,0.00091547205],"domain_scores_gemma":[0.998405,0.00014914693,0.00015384126,0.00015439845,0.00012331022,0.0010143382],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001361508,0.00013561797,0.00033968725,0.00035524616,0.0011893801,0.000057426983,0.00014332938,0.00008443053,0.00001223591],"category_scores_gemma":[0.00041912077,0.00015150644,0.000034058703,0.0003696752,0.00025317626,0.00013214836,0.00008327914,0.00011857631,0.0000021326255],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013651752,0.000014453869,0.004408983,0.00091194635,0.000008285597,0.0000010234296,0.03078055,4.681546e-8,4.9578324e-7,0.8456064,0.0008098532,0.11744433],"study_design_scores_gemma":[0.00029187227,0.00036914134,0.018441278,0.00031012893,0.000013421732,0.0000011253261,0.76783,0.000017610624,0.000002008136,0.004314838,0.2082048,0.00020376395],"about_ca_topic_score_codex":0.016898373,"about_ca_topic_score_gemma":0.0023733757,"teacher_disagreement_score":0.84129155,"about_ca_system_score_codex":0.0009850914,"about_ca_system_score_gemma":0.0010703681,"threshold_uncertainty_score":0.98964816},"labels":[],"label_agreement":null},{"id":"W2089162969","doi":"10.1300/j013v36n01_03","title":"Using the Internet to Identify Women's Sources of Breast Health Education and Screening","year":2002,"lang":"en","type":"article","venue":"Women & Health","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Windsor","funders":"","keywords":"The Internet; Medicine; Internet privacy; Health education; Family medicine; Psychology; Computer science; World Wide Web; Nursing; Public health","score_opus":0.13487095721435877,"score_gpt":0.4454146456575253,"score_spread":0.31054368844316654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2089162969","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96163356,0.0011549435,0.00016328624,0.034123294,0.0016045015,0.0010642495,0.000006320552,0.00003624921,0.00021361122],"genre_scores_gemma":[0.9922694,0.0003710124,0.0011580827,0.0048362105,0.0008509488,0.00031008298,0.0000015008053,0.00001548127,0.00018728533],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99748313,0.0007002197,0.00044250177,0.00023551779,0.00041506282,0.0007235817],"domain_scores_gemma":[0.9982288,0.00043129196,0.0004022055,0.00017720445,0.000106789026,0.0006537135],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030217122,0.000100104924,0.00025378176,0.00015464894,0.0007872634,0.00007176583,0.00021865194,0.000054286105,0.00021606583],"category_scores_gemma":[0.0004771241,0.00009255817,0.000019550584,0.00065475947,0.00018987607,0.00016157502,0.000044821034,0.00016256311,0.000010600685],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000687233,0.0000846926,0.021268774,0.00012053398,0.0000059303084,4.085475e-8,0.7433088,0.0000027504038,0.0000038975754,0.0010144095,0.0009451208,0.23323818],"study_design_scores_gemma":[0.0002355719,0.00029841549,0.1688307,0.00037432124,0.0000037221341,0.000008880865,0.74654174,0.00012728821,0.0000036062038,0.00070657744,0.08265867,0.00021048926],"about_ca_topic_score_codex":0.044811554,"about_ca_topic_score_gemma":0.0013518212,"teacher_disagreement_score":0.23302768,"about_ca_system_score_codex":0.001598254,"about_ca_system_score_gemma":0.0012814073,"threshold_uncertainty_score":0.9615491},"labels":[],"label_agreement":null},{"id":"W2090059247","doi":"10.1503/cmaj.109-3812","title":"Dr. YouTube will see you now","year":2011,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Traction (geology); World Wide Web; Computer science; Frustration; Social media; Data science; Multimedia; Psychology; Social psychology; Engineering","score_opus":0.05719208621303739,"score_gpt":0.33112395464566624,"score_spread":0.27393186843262884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2090059247","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34142858,0.0005915725,0.0001245121,0.33452266,0.058295276,0.0010938476,0.000034995257,0.00017443973,0.26373413],"genre_scores_gemma":[0.91747683,0.0018201598,0.000950369,0.03094119,0.04250024,0.00019993878,0.000017918996,0.000075981065,0.0060173552],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99585235,0.00064461504,0.00046152368,0.00016463289,0.0019834104,0.0008934417],"domain_scores_gemma":[0.9945462,0.00064173696,0.00030741442,0.00010163237,0.0007366679,0.003666355],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0050288253,0.00010689793,0.0001890936,0.00020875616,0.001259035,0.00010176023,0.00044824966,0.0006466114,0.020885203],"category_scores_gemma":[0.02165209,0.00011349627,0.00009259142,0.00051765674,0.00014880403,0.00042038344,0.000010565981,0.0009941182,0.00090440596],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005059559,0.000061295694,0.5314675,0.000006685976,0.000059990452,0.000099825294,0.093621135,1.3460905e-7,7.889134e-7,0.007845385,0.28449547,0.082336746],"study_design_scores_gemma":[0.00021434469,0.000022305241,0.10673695,0.000027470698,0.0000139721415,0.000012264805,0.0070060045,0.00000522677,0.0000019078393,0.0015081259,0.8843229,0.00012857643],"about_ca_topic_score_codex":0.10067808,"about_ca_topic_score_gemma":0.4623292,"teacher_disagreement_score":0.59982735,"about_ca_system_score_codex":0.0034766237,"about_ca_system_score_gemma":0.013900585,"threshold_uncertainty_score":0.9998735},"labels":[],"label_agreement":null},{"id":"W2090403535","doi":"10.3138/jvme.30.1.41","title":"On-line Continuing Education at the College of Veterinary Medicine, Washington State University","year":2003,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Washington State University","keywords":"Continuing education; Veterinary medicine; State (computer science); Veterinary education; Medical education; Medicine; Political science; Curriculum; Law","score_opus":0.11065884571691975,"score_gpt":0.42551325939008283,"score_spread":0.3148544136731631,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2090403535","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96434134,0.0007253347,0.00005084417,0.017512796,0.014007013,0.00046540317,0.0000046857785,0.00001087461,0.0028817246],"genre_scores_gemma":[0.99561244,0.0012753553,0.00032237207,0.00060564076,0.0012311673,0.000013439771,0.000005221012,0.000013815981,0.000920523],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99626267,0.0015061653,0.0006592849,0.00015730778,0.0011596445,0.0002549326],"domain_scores_gemma":[0.9950001,0.002694038,0.0009639929,0.00020223566,0.0006881037,0.0004515036],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0038676902,0.00012649673,0.00029173557,0.00023716908,0.00039391255,0.000008317752,0.00041550567,0.00015238483,0.00088676193],"category_scores_gemma":[0.018561756,0.00010166549,0.00008902585,0.0005776344,0.0006257803,0.0002712127,0.000029936617,0.00040560515,0.0000085168695],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002008944,0.0040926007,0.007867255,0.00048097735,0.00012671706,0.00007609288,0.18834849,0.000037227397,0.0021235798,0.050197873,0.10407591,0.6405643],"study_design_scores_gemma":[0.0010875511,0.00331021,0.012482862,0.0017294956,0.0000829657,0.00025865482,0.07784509,0.000015618078,0.0001375393,0.0034325277,0.899393,0.00022445917],"about_ca_topic_score_codex":0.0005955033,"about_ca_topic_score_gemma":0.0001111382,"teacher_disagreement_score":0.7953171,"about_ca_system_score_codex":0.00092272786,"about_ca_system_score_gemma":0.0062250635,"threshold_uncertainty_score":0.9994087},"labels":[],"label_agreement":null},{"id":"W2090718995","doi":"10.1503/cmaj.109-4607","title":"Doctors among early adopters of Google Glass","year":2013,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":70,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Tinker; World Wide Web; Computer science; Early adopter; Internet privacy; Multimedia; Medicine; Data science; Sociology; Operating system","score_opus":0.0225242753530534,"score_gpt":0.30402521345564126,"score_spread":0.28150093810258786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2090718995","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94302887,0.000054619784,0.000009816352,0.038917303,0.0074255764,0.0003731126,0.000003733603,0.000017670602,0.010169325],"genre_scores_gemma":[0.9943616,0.00010110591,0.00010476164,0.0015264538,0.003553879,0.00006084501,0.0000019654842,0.000010490694,0.00027890608],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964944,0.00050948496,0.00049889873,0.00010793111,0.0017764696,0.00061281334],"domain_scores_gemma":[0.99512,0.001110487,0.00042416825,0.00007408723,0.00080574024,0.00246554],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0026682622,0.000078852834,0.00018412445,0.00019293724,0.00055379316,0.00011755546,0.00032553193,0.00045790078,0.008044297],"category_scores_gemma":[0.016429288,0.00008255387,0.00007521695,0.00045839837,0.00020184978,0.00039920397,0.0000075079274,0.0006332267,0.00027114534],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[6.7094675e-7,0.000015080048,0.90136045,0.000004388319,0.000023980885,0.000007292975,0.014333536,3.1675427e-7,0.000001579475,0.0012488058,0.043277785,0.039726116],"study_design_scores_gemma":[0.0002002945,0.000025774285,0.83570415,0.00004689127,0.000009480144,0.0000021321912,0.0060130176,0.000009162307,0.0000044957224,0.00063467905,0.15724969,0.000100231926],"about_ca_topic_score_codex":0.4420099,"about_ca_topic_score_gemma":0.2862118,"teacher_disagreement_score":0.1557981,"about_ca_system_score_codex":0.0021338856,"about_ca_system_score_gemma":0.0065559554,"threshold_uncertainty_score":0.99907595},"labels":[],"label_agreement":null},{"id":"W2092204509","doi":"10.2196/jmir.3773","title":"Advantages and Disadvantages of Educational Email Alerts for Family Physicians: Viewpoint","year":2015,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; McGill University Health Centre","funders":"Fonds de Recherche du Québec - Santé; Association des pharmaciens du Canada; Canadian Medical Association; McGill University","keywords":"Thematic analysis; Reading (process); Internet privacy; Electronic mail; Accreditation; Qualitative research; World Wide Web; Computer science; Medical education; Medicine","score_opus":0.2642710197955022,"score_gpt":0.5728092061735188,"score_spread":0.3085381863780166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2092204509","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8324881,0.0052916566,0.00034405867,0.15543891,0.0042188372,0.0006782801,0.000005635766,0.0000044714643,0.0015300533],"genre_scores_gemma":[0.98836696,0.004603181,0.0012959709,0.00040989916,0.0046365582,0.00011280687,0.0000032830123,0.000015133848,0.0005562089],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.995391,0.0007145048,0.0005566926,0.00013056457,0.0028612397,0.0003459691],"domain_scores_gemma":[0.9891605,0.008304755,0.0002909085,0.00008988416,0.0015162907,0.00063768454],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.010995944,0.00006884951,0.0002769757,0.00021713343,0.000098316035,0.000041502,0.000522125,0.00014935526,0.00019331326],"category_scores_gemma":[0.04501648,0.000057097903,0.000071555325,0.00026475344,0.0009776839,0.0002418752,0.00007502556,0.00050420116,0.000006672981],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048083853,0.0012333536,0.0551254,0.0005353067,0.00013097835,0.00001298858,0.14756316,0.000001249304,0.00021345365,0.074885555,0.27306834,0.4467494],"study_design_scores_gemma":[0.002416138,0.0019729852,0.050861772,0.00258001,0.00004896028,0.00003467924,0.16936052,0.00017881535,0.0006649322,0.0650829,0.7065201,0.00027820407],"about_ca_topic_score_codex":0.0019939921,"about_ca_topic_score_gemma":0.0005787729,"teacher_disagreement_score":0.44647118,"about_ca_system_score_codex":0.00026569932,"about_ca_system_score_gemma":0.002734636,"threshold_uncertainty_score":0.9630278},"labels":[],"label_agreement":null},{"id":"W2092941491","doi":"10.2196/resprot.3959","title":"Engaging Community Stakeholders to Evaluate the Design, Usability, and Acceptability of a Chronic Obstructive Pulmonary Disease Social Media Resource Center","year":2015,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institutes of Health; Georgia Clinical and Translational Science Alliance; National Center for Advancing Translational Sciences; University of Florida","keywords":"Usability; Social media; Pulmonary disease; Resource (disambiguation); Medicine; Knowledge management; Psychology; Computer science; World Wide Web","score_opus":0.766428985851291,"score_gpt":0.6126455954097509,"score_spread":0.1537833904415401,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2092941491","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33536735,0.000021028898,0.000026685831,0.011188693,0.00010809288,0.6517359,0.000033427517,0.00005946141,0.0014593673],"genre_scores_gemma":[0.4599628,5.1544794e-7,0.00009099585,0.000028621993,0.00043479077,0.53945965,0.0000030548479,0.000011757583,0.000007825478],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9725771,0.023960715,0.00038805444,0.00033270652,0.001963554,0.0007778692],"domain_scores_gemma":[0.9868388,0.010642383,0.000105511775,0.0005692837,0.001032564,0.0008114626],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.030047711,0.0001387249,0.00023866027,0.00013017778,0.0023017596,0.00013709767,0.0009288004,0.00011845201,0.00012783575],"category_scores_gemma":[0.035535045,0.00011412141,0.000056007957,0.0009945574,0.00290083,0.00029800713,0.0005095062,0.001255107,0.000010789458],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001195074,0.0011643869,0.1376017,0.00058572256,0.000013475086,0.0000018756564,0.6335602,0.0000068795443,0.00006073375,0.00092129636,0.0030721629,0.22181651],"study_design_scores_gemma":[0.00081334205,0.00027478128,0.6927185,0.00019775699,0.000005160761,3.1317987e-7,0.17559892,0.000047990114,0.000088047556,0.016659074,0.11340356,0.00019257062],"about_ca_topic_score_codex":0.0024886555,"about_ca_topic_score_gemma":0.0015577605,"teacher_disagreement_score":0.5551168,"about_ca_system_score_codex":0.0016645222,"about_ca_system_score_gemma":0.0034620261,"threshold_uncertainty_score":0.9998127},"labels":[],"label_agreement":null},{"id":"W2095075616","doi":"10.1007/s10067-015-2910-5","title":"A qualitative analysis of methotrexate self-injection education videos on YouTube","year":2015,"lang":"en","type":"article","venue":"Clinical Rheumatology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":128,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; University of Manitoba","funders":"","keywords":"Medicine; Upload; Video quality; Reliability (semiconductor); Quality (philosophy); Methotrexate; Multimedia; Internal medicine; Computer science; World Wide Web","score_opus":0.38858431018429934,"score_gpt":0.6243548731809089,"score_spread":0.23577056299660953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2095075616","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97819465,0.00013703606,0.00028081087,0.005088823,0.010103603,0.00058947626,0.000004519599,0.00010069897,0.0055003734],"genre_scores_gemma":[0.99607444,0.00026610272,0.0027009116,0.00039003196,0.0002110938,0.00024933126,0.00002349858,0.000010435392,0.000074174255],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9926308,0.0053857877,0.0010076424,0.0003337614,0.00037223398,0.00026979434],"domain_scores_gemma":[0.9810012,0.016956476,0.00069007854,0.00026244918,0.0007338377,0.00035596074],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00763695,0.000100261255,0.0006548353,0.0003885964,0.00015189439,0.00001188276,0.0002107346,0.00035571386,0.00008481722],"category_scores_gemma":[0.06643504,0.00010083,0.0002033928,0.0017165357,0.00045421626,0.00011377714,0.000020129668,0.0002541084,0.00010687011],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016399779,0.0012821908,0.3230848,0.00003306266,0.00066932116,2.9596646e-7,0.5075817,0.000031093485,6.842222e-7,0.12089736,0.0038617747,0.04239368],"study_design_scores_gemma":[0.0018878803,0.0019100814,0.25351003,0.00016223284,0.002334839,0.0000027455471,0.6011091,0.0009250544,0.000026983418,0.05735569,0.080062106,0.00071327185],"about_ca_topic_score_codex":0.01204789,"about_ca_topic_score_gemma":0.0024992374,"teacher_disagreement_score":0.09352734,"about_ca_system_score_codex":0.00028108212,"about_ca_system_score_gemma":0.0026381165,"threshold_uncertainty_score":0.994531},"labels":[],"label_agreement":null},{"id":"W2095502859","doi":"10.5811/westjem.2015.1.24860","title":"The Social Media Index: Measuring the Impact of Emergency Medicine and Critical Care Websites","year":2015,"lang":"en","type":"article","venue":"Western Journal of Emergency Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":138,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University Medical Centre; University of Saskatchewan; Saskatoon City Hospital","funders":"","keywords":"Social media; Index (typography); Immediacy; Correlation; Quality (philosophy); Spearman's rank correlation coefficient; Psychology; Medicine; Statistics; Computer science; Mathematics; World Wide Web","score_opus":0.3425757883569676,"score_gpt":0.5162714015134883,"score_spread":0.17369561315652066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2095502859","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88289225,0.03229434,0.000051683066,0.04421698,0.03759093,0.00041596458,0.0000036859265,0.000015081428,0.0025190543],"genre_scores_gemma":[0.97853494,0.0056111673,0.000009514795,0.000022330305,0.015733773,0.000018736324,0.0000013712431,0.0000196794,0.000048486538],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9953172,0.0009036698,0.0014492036,0.00015517889,0.0017039031,0.00047084325],"domain_scores_gemma":[0.99279153,0.003070571,0.0009349427,0.00019140987,0.0024368335,0.00057469064],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.005515152,0.00019602157,0.0005033788,0.0001599096,0.00084812887,0.0000075306803,0.000616769,0.00014080893,0.0008480507],"category_scores_gemma":[0.04341774,0.000100434925,0.00015079166,0.00068166765,0.0011685131,0.00025399888,0.00005018161,0.00050269335,0.000003992779],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000098220924,0.000039172202,0.50332874,0.00006858287,0.00007156588,0.0000024283345,0.47269097,0.0000024686108,0.000092849594,0.00069268496,0.019108288,0.0038040122],"study_design_scores_gemma":[0.0010801625,0.00094101386,0.587068,0.0003556723,0.00027500634,0.000009669781,0.38441995,0.0000073943365,0.000009439241,0.006984167,0.018647544,0.00020194081],"about_ca_topic_score_codex":0.0037929253,"about_ca_topic_score_gemma":0.0036976342,"teacher_disagreement_score":0.09564266,"about_ca_system_score_codex":0.00024814648,"about_ca_system_score_gemma":0.00085827784,"threshold_uncertainty_score":0.96463996},"labels":[],"label_agreement":null},{"id":"W2095726710","doi":"10.2460/javma.242.8.1083","title":"Facebook use among early-career veterinarians in Ontario, Canada (March to May 2010)","year":2013,"lang":"en","type":"article","venue":"Journal of the American Veterinary Medical Association","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Amgen (Canada); University of Guelph","funders":"","keywords":"Reputation; Social media; Quarter (Canadian coin); Confidentiality; Medicine; Content analysis; Internet privacy; Family medicine; World Wide Web; Political science; Sociology","score_opus":0.09365593686470872,"score_gpt":0.34298406550043575,"score_spread":0.24932812863572704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2095726710","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.952256,0.00000503767,0.000007664162,0.041206397,0.0053101974,0.0009212462,0.0000023864038,0.0000088229235,0.00028223783],"genre_scores_gemma":[0.99569565,0.00002092215,0.00024002629,0.0019470484,0.0006919075,0.00018379079,6.708528e-7,0.000015020559,0.0012049674],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99502736,0.0012719164,0.0006763818,0.0001531652,0.0023298431,0.00054130313],"domain_scores_gemma":[0.99557644,0.0022192935,0.0010514731,0.00017176704,0.00042988517,0.00055115804],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0023852047,0.0001259304,0.0003639315,0.00012308151,0.00025507424,0.000093240655,0.00065667514,0.00011734411,0.0009044289],"category_scores_gemma":[0.010573718,0.00010478439,0.00009305084,0.00055948796,0.00019819943,0.00044497024,0.000102836915,0.00088375615,0.000030055184],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038704093,0.00005289211,0.9669162,0.0000037966333,0.000026255104,0.000030342688,0.009784767,0.000004855548,0.00006744823,0.0000122653955,0.01608366,0.006978838],"study_design_scores_gemma":[0.0001751569,0.0003079263,0.92813164,0.000081813945,0.0000101037285,0.0000077452305,0.0022933658,0.0000042051383,0.0000025627323,0.000039801074,0.06884003,0.0001056504],"about_ca_topic_score_codex":0.99563354,"about_ca_topic_score_gemma":0.97704357,"teacher_disagreement_score":0.052756365,"about_ca_system_score_codex":0.008173572,"about_ca_system_score_gemma":0.0052078343,"threshold_uncertainty_score":0.99776065},"labels":[],"label_agreement":null},{"id":"W2095995897","doi":"10.2196/jmir.1560","title":"Seeking Support on Facebook: A Content Analysis of Breast Cancer Groups","year":2011,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":457,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto; University Health Network","funders":"University of Toronto","keywords":"Popularity; Breast cancer; Social media; Social support; Internet privacy; Support group; Content analysis; The Internet; Psychology; Social network (sociolinguistics); Medicine; World Wide Web; Cancer; Computer science; Social psychology; Sociology","score_opus":0.5208690140938955,"score_gpt":0.5570415741343121,"score_spread":0.03617256004041658,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2095995897","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9760722,0.00011791303,0.00011765411,0.014504574,0.0025306905,0.00042641518,0.00000715994,0.0000071802356,0.006216198],"genre_scores_gemma":[0.99762005,0.00073180953,0.000039515202,0.0002036982,0.001055817,0.00006295079,8.057535e-7,0.000007921377,0.00027744318],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99293745,0.0011586726,0.00073544536,0.00014186464,0.004570909,0.00045564218],"domain_scores_gemma":[0.99502385,0.002306964,0.00040443626,0.00012968066,0.0014137626,0.0007213235],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.014632301,0.000072199044,0.00039583188,0.0008621313,0.000101178346,0.000028463925,0.00087303214,0.00021904042,0.018876225],"category_scores_gemma":[0.007794622,0.000056357196,0.00020195195,0.001105824,0.0007337896,0.000120430275,0.00007584537,0.0010471478,0.00002811315],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00080270605,0.0011677627,0.47928268,0.00009788715,0.0017544372,0.00016186423,0.3164358,0.0000014863301,0.00015725374,0.016821878,0.01663772,0.16667852],"study_design_scores_gemma":[0.0010358352,0.0011749122,0.9021007,0.0010791546,0.00041710385,0.00002199277,0.05763654,0.0004507473,0.00047186614,0.00075974036,0.034642894,0.00020855504],"about_ca_topic_score_codex":0.046071995,"about_ca_topic_score_gemma":0.00880037,"teacher_disagreement_score":0.42281798,"about_ca_system_score_codex":0.0005778958,"about_ca_system_score_gemma":0.0020384493,"threshold_uncertainty_score":0.9820207},"labels":[],"label_agreement":null},{"id":"W2098403087","doi":"10.1002/j.0022-0337.2007.71.9.tb04383.x","title":"The Virtual Child: Evaluation of an Internet‐Based Pediatric Behavior Management Simulation","year":2007,"lang":"en","type":"article","venue":"Journal of Dental Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Behavior management; Curriculum; The Internet; Medical education; Class (philosophy); Test (biology); Computer science; Psychology; Medicine; Multimedia; Pedagogy; World Wide Web","score_opus":0.07140995219519113,"score_gpt":0.47791423898842844,"score_spread":0.4065042867932373,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2098403087","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98600006,0.00029749444,0.00051630783,0.00036575738,0.010769051,0.0008674053,4.052634e-7,0.0000072937714,0.0011762122],"genre_scores_gemma":[0.9972644,0.000054948378,0.0006645503,0.000046566394,0.0018698516,0.000049356302,0.0000051072975,0.0000071031623,0.000038120936],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99753135,0.00039004674,0.00057228404,0.00008617249,0.0012636416,0.00015647602],"domain_scores_gemma":[0.9974427,0.0006152104,0.0008593766,0.000119355645,0.0008276579,0.00013567376],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0063218353,0.000063109335,0.00008790043,0.00028083194,0.000276057,0.000051999352,0.00027383037,0.00007089342,0.00005245212],"category_scores_gemma":[0.0011923711,0.00005564051,0.00006183603,0.00045477142,0.000065471184,0.00044827373,0.0000097100055,0.00013405067,0.0000062115755],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000820737,0.0012296576,0.05741534,0.000020060274,0.000015857879,5.8967646e-7,0.016121373,0.000687336,0.000016263048,0.0032944835,0.00018615641,0.9209308],"study_design_scores_gemma":[0.0007564917,0.00031079858,0.9351251,0.000057313373,0.0003882594,0.000004026651,0.056991756,0.00096467574,0.000408814,0.0004673645,0.004394876,0.00013051771],"about_ca_topic_score_codex":0.00027832488,"about_ca_topic_score_gemma":0.00044351758,"teacher_disagreement_score":0.92080027,"about_ca_system_score_codex":0.0008428602,"about_ca_system_score_gemma":0.0010387168,"threshold_uncertainty_score":0.22689542},"labels":[],"label_agreement":null},{"id":"W2103241690","doi":"10.3109/0142159x.2014.993371","title":"Twitter as a tool for communication and knowledge exchange in academic medicine: A guide for skeptics and novices","year":2014,"lang":"en","type":"article","venue":"Medical Teacher","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":280,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Skepticism; Quality (philosophy); Order (exchange); Public relations; Health care; Health professionals; Knowledge management; Engineering ethics; Information overload; Psychology; Medical education; Political science; Computer science; Medicine; Business; World Wide Web; Engineering; Epistemology","score_opus":0.16043259875016463,"score_gpt":0.4957374027620428,"score_spread":0.3353048040118782,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2103241690","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88188756,0.0037638836,0.0008014453,0.10299227,0.0010482266,0.0023734367,9.4381187e-7,0.000051829105,0.007080405],"genre_scores_gemma":[0.9813202,0.0029191885,0.0016639451,0.0033793554,0.0044083996,0.0036903976,0.000019783147,0.000030385048,0.0025683676],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99855953,0.00040226657,0.0003040927,0.00018806334,0.00027256735,0.00027348148],"domain_scores_gemma":[0.99568236,0.003794679,0.00008957101,0.00012497528,0.0000868123,0.00022159822],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.006139096,0.00008117979,0.00019173509,0.000071359194,0.00022596888,0.000013442893,0.0002034015,0.00034358547,0.00017959034],"category_scores_gemma":[0.032191325,0.00007199696,0.000015833682,0.00013471904,0.00056766806,0.000088192486,0.000045717825,0.00027789592,0.00000489597],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040480525,0.000087471475,0.106715895,0.00042853304,0.000011182404,1.3297755e-7,0.46099478,1.923192e-8,0.000011565905,0.017604332,0.054812122,0.35929346],"study_design_scores_gemma":[0.0011584971,0.00009963985,0.012847257,0.00022669918,0.000020545056,5.5637815e-7,0.00870067,0.0008936656,0.0000013836751,0.01075285,0.96518457,0.00011364794],"about_ca_topic_score_codex":0.0024929896,"about_ca_topic_score_gemma":0.0035312823,"teacher_disagreement_score":0.9103725,"about_ca_system_score_codex":0.00010629471,"about_ca_system_score_gemma":0.00024958554,"threshold_uncertainty_score":0.9759609},"labels":[],"label_agreement":null},{"id":"W2103330516","doi":"10.5811/westjem.2015.1.24258","title":"Do Emergency Physicians and Medical Students Find It Unethical to ‘Look up’ Their Patients on Facebook or Google?","year":2015,"lang":"en","type":"article","venue":"Western Journal of Emergency Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Confidentiality; Medicine; Social media; Emergency department; Dignity; Family medicine; Patient confidentiality; Health care; Medical education; Nursing; World Wide Web","score_opus":0.2381324991404589,"score_gpt":0.496180111464682,"score_spread":0.25804761232422313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2103330516","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9109007,0.00041571973,0.00005705543,0.040115044,0.044964362,0.0010977312,0.000005084666,0.000018683912,0.0024256052],"genre_scores_gemma":[0.9774035,0.0047487994,0.00003708237,0.0019878272,0.011805207,0.00012288142,0.000005657111,0.000050651684,0.003838362],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99327564,0.00071903504,0.0014281804,0.00029821496,0.0037470465,0.0005318717],"domain_scores_gemma":[0.99582005,0.0006706769,0.00071347906,0.00021825514,0.0010139839,0.0015635565],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004359212,0.0002490958,0.0005616933,0.0002274711,0.00027809033,0.000013602578,0.00090468593,0.00025625553,0.00440489],"category_scores_gemma":[0.014965863,0.00017499374,0.00008611505,0.00055381045,0.0002514853,0.00021509516,0.00009782006,0.00066235673,0.00009978665],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036118008,0.0005216565,0.6056202,0.000045559384,0.000079170226,0.000009267098,0.22226584,0.0000024147582,0.000014352931,0.00010854016,0.14695482,0.02401697],"study_design_scores_gemma":[0.0034494686,0.0049925437,0.41046482,0.0014460519,0.00013757819,0.00000460154,0.04845148,0.000004189947,0.000019185494,0.0012336443,0.52933216,0.00046430313],"about_ca_topic_score_codex":0.0006841062,"about_ca_topic_score_gemma":0.001877692,"teacher_disagreement_score":0.38237733,"about_ca_system_score_codex":0.00026001662,"about_ca_system_score_gemma":0.00070169725,"threshold_uncertainty_score":0.9965052},"labels":[],"label_agreement":null},{"id":"W2103445187","doi":"","title":"Finding Canadian cancer clinical trials on the Internet: an exploratory evaluation of online resources.","year":2003,"lang":"en","type":"article","venue":"PubMed","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ontario Institute for Cancer Research","funders":"","keywords":"Clinical trial; Medicine; Breast cancer; Cancer; MEDLINE; Accrual; Family medicine; The Internet; World Wide Web; Internal medicine; Computer science","score_opus":0.7444923541550318,"score_gpt":0.5604826372566633,"score_spread":0.18400971689836854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2103445187","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97817,0.00027144823,9.754831e-7,0.008813452,0.0064152675,0.0027804482,0.000013207051,0.00001470454,0.0035205125],"genre_scores_gemma":[0.99194837,0.00009891044,0.000016167656,0.000764545,0.0015438643,0.0055619087,0.0000046372666,0.000009413767,0.00005218635],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9881912,0.010064669,0.00056745345,0.00018079815,0.0006512398,0.0003446238],"domain_scores_gemma":[0.9935794,0.0051499065,0.00038642847,0.00018942481,0.00030111504,0.00039372046],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.0561801,0.00006357783,0.00020648804,0.00010446809,0.0002265815,0.00003028582,0.00021495232,0.00013879004,0.00033446006],"category_scores_gemma":[0.10783721,0.000050420622,0.000059808455,0.0003360045,0.0001863846,0.00010195594,0.000004690859,0.00019164811,0.0000057662587],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017644286,0.000112862705,0.09307025,0.0000050897706,0.000025397916,1.5576268e-7,0.05978541,0.000012031606,5.072388e-7,0.006367931,0.002825316,0.83777744],"study_design_scores_gemma":[0.0004435037,0.000027933336,0.78361726,0.0000290878,0.00008427547,3.9060012e-8,0.025803033,0.00006106923,0.00005187737,0.0016900704,0.18806823,0.00012360868],"about_ca_topic_score_codex":0.20173159,"about_ca_topic_score_gemma":0.76728797,"teacher_disagreement_score":0.8376538,"about_ca_system_score_codex":0.0008537097,"about_ca_system_score_gemma":0.0025787638,"threshold_uncertainty_score":0.9718612},"labels":[],"label_agreement":null},{"id":"W2104755863","doi":"10.1111/j.1365-2923.2010.03720.x","title":"Privacy, professionalism and Facebook: a dilemma for young doctors","year":2010,"lang":"en","type":"article","venue":"Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":246,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Personally identifiable information; Internet privacy; Psychology; Dilemma; Quarter (Canadian coin); Social media; Medical education; Medicine; Family medicine; Political science; World Wide Web; Computer science","score_opus":0.07226101584400131,"score_gpt":0.46817823110802353,"score_spread":0.39591721526402224,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2104755863","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89239126,0.000060270875,0.000049914823,0.07707882,0.026186848,0.002394886,0.0000019001199,0.00006216,0.0017739413],"genre_scores_gemma":[0.98615277,0.00005540011,0.0016033895,0.001902138,0.0040551596,0.005458406,0.0000323263,0.000014073733,0.0007263557],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986669,0.00012802209,0.00021105594,0.00019609067,0.0005345387,0.00026343623],"domain_scores_gemma":[0.99811196,0.001164271,0.00009527662,0.00011791231,0.00021189805,0.0002987048],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0014843633,0.0000712539,0.000100777426,0.000060424376,0.00055711577,0.000043488668,0.00018113221,0.0002582984,0.000844537],"category_scores_gemma":[0.033759877,0.00006731668,0.000025088919,0.00014816258,0.00032772237,0.00015219596,0.000022422853,0.0002740296,0.000020377594],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017343107,0.00039585074,0.07353903,0.00010892231,0.0000071924997,1.6887645e-7,0.12243561,9.491606e-9,0.00018197551,0.16867955,0.04722721,0.5874071],"study_design_scores_gemma":[0.00016483183,0.000014354164,0.06534183,0.000043468863,0.000008286319,0.0000011693265,0.0031048823,0.000013563568,0.000027585444,0.0071424153,0.9240461,0.000091523594],"about_ca_topic_score_codex":0.0038532068,"about_ca_topic_score_gemma":0.0023783168,"teacher_disagreement_score":0.8768189,"about_ca_system_score_codex":0.000087477376,"about_ca_system_score_gemma":0.005322919,"threshold_uncertainty_score":0.9743792},"labels":[],"label_agreement":null},{"id":"W2105627613","doi":"10.1136/ewjm.172.4.232","title":"Growing pains of the Internet age","year":2000,"lang":"en","type":"letter","venue":"Western Journal of Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"The Internet; Growing pains; Internet privacy; Computer science; World Wide Web; Economic growth; Economics","score_opus":0.11086884707175547,"score_gpt":0.39198114282419294,"score_spread":0.28111229575243746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2105627613","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.041001905,0.001193379,0.000010400329,0.9371337,0.018086344,0.00037193383,0.000002108637,0.000008049087,0.0021921278],"genre_scores_gemma":[0.10256444,0.0014225438,0.00007376268,0.7761737,0.115757525,0.000023682807,0.000009531088,0.00006306519,0.0039117406],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960752,0.0010603134,0.000956713,0.000119328455,0.0014700759,0.00031837542],"domain_scores_gemma":[0.99588907,0.002110678,0.0014162238,0.0002196161,0.0002392224,0.00012517409],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024252064,0.0001561843,0.00059444935,0.00020107735,0.000111434914,0.000015533737,0.0009714421,0.00045175175,0.00056876574],"category_scores_gemma":[0.0032302146,0.00009914322,0.00017197627,0.00030181196,0.00095226825,0.00014462268,0.000026576012,0.0018964777,0.000008232602],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016511785,0.00002072806,0.009768693,0.00017309046,0.0000619902,0.00015748157,0.07943338,5.6851184e-7,0.000013367384,0.000031146657,0.88679385,0.02352918],"study_design_scores_gemma":[0.00034630013,0.00013757446,0.00534489,0.0023209187,0.000115431874,0.00002504895,0.0019327754,1.2186547e-7,0.000010503097,0.0003704292,0.9893159,0.000080062564],"about_ca_topic_score_codex":0.0025326312,"about_ca_topic_score_gemma":0.00036567077,"teacher_disagreement_score":0.16096005,"about_ca_system_score_codex":0.00027717729,"about_ca_system_score_gemma":0.00075663254,"threshold_uncertainty_score":0.82393575},"labels":[],"label_agreement":null},{"id":"W2105827985","doi":"10.1111/medu.12341","title":"Dialogue vodcasts: a qualitative assessment","year":2013,"lang":"en","type":"article","venue":"Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"National Institute for Health and Care Research","keywords":"Citation; Library science; Psychology; Computer science","score_opus":0.09313144054029082,"score_gpt":0.5345435932668149,"score_spread":0.44141215272652407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2105827985","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5549379,0.00026646204,0.0010198657,0.3502202,0.025582306,0.002838901,0.0000017306666,0.00019722371,0.06493544],"genre_scores_gemma":[0.9804226,0.0001512395,0.00267101,0.0070073362,0.0040136906,0.005054266,0.000048540904,0.000014052432,0.0006172671],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971729,0.0010243194,0.0002890899,0.00019655096,0.0009924624,0.00032467066],"domain_scores_gemma":[0.996738,0.0021508983,0.00012493478,0.00014647625,0.00037882742,0.00046086736],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0020512168,0.000078513774,0.00012594603,0.000083112136,0.00038585573,0.000064859894,0.0002260395,0.00018252188,0.0074396413],"category_scores_gemma":[0.025887812,0.00007749093,0.000034150115,0.00040938036,0.00034090664,0.0002972099,0.000017190292,0.00024671384,0.00075815816],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000014060187,0.0005404459,0.0074774674,0.000027692142,0.00000790386,1.8288071e-7,0.39960065,6.973135e-8,0.0000053842928,0.059630554,0.12656102,0.4061472],"study_design_scores_gemma":[0.00024144915,0.00006114212,0.11035476,0.000116901145,0.000013850192,7.5325164e-7,0.2789736,0.00005974246,0.000005516737,0.033966348,0.5759522,0.00025376727],"about_ca_topic_score_codex":0.052548088,"about_ca_topic_score_gemma":0.0021801868,"teacher_disagreement_score":0.44939116,"about_ca_system_score_codex":0.00063752517,"about_ca_system_score_gemma":0.009848143,"threshold_uncertainty_score":0.9957651},"labels":[],"label_agreement":null},{"id":"W2108181737","doi":"10.3109/0142159x.2013.802301","title":"“I have the right to a private life”: Medical students’ views about professionalism in a digital world","year":2013,"lang":"en","type":"article","venue":"Medical Teacher","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Social media; Curriculum; Medical education; Perception; Psychology; Computer-assisted web interviewing; Focus group; Text messaging; Pedagogy; Sociology; Medicine; Internet privacy; Computer science","score_opus":0.1062002309012592,"score_gpt":0.45771136812813823,"score_spread":0.35151113722687904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2108181737","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7527213,0.00028406238,0.000023029712,0.22735181,0.003006524,0.002479088,7.122587e-7,0.00006934927,0.014064135],"genre_scores_gemma":[0.9711232,0.00005633339,0.000047381087,0.013381517,0.003393487,0.0042771073,0.0000070835627,0.000025832263,0.0076880264],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9931372,0.00080934697,0.00060632837,0.00033372146,0.0044236607,0.0006897346],"domain_scores_gemma":[0.9965733,0.0015456177,0.00011454739,0.00027789577,0.000097898315,0.0013907037],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005367075,0.0001539082,0.00029043574,0.0001162326,0.00037986,0.00018576044,0.0015011538,0.0003315583,0.03088974],"category_scores_gemma":[0.045392163,0.00009703075,0.000068298315,0.0007095105,0.00058850634,0.00024621934,0.00027514764,0.0010474375,0.0013702622],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011434281,0.00073372904,0.7236362,0.000021689591,0.000019557432,0.0000159844,0.09663336,6.8169996e-8,3.658353e-7,0.0060096327,0.08366585,0.08925213],"study_design_scores_gemma":[0.00036778278,0.00001660897,0.2126557,0.00027923757,0.0000046458663,5.7369596e-7,0.0033585774,0.000049978877,4.580247e-7,0.0023440057,0.7807688,0.00015362843],"about_ca_topic_score_codex":0.004002882,"about_ca_topic_score_gemma":0.00718205,"teacher_disagreement_score":0.69710296,"about_ca_system_score_codex":0.0003221765,"about_ca_system_score_gemma":0.0014502421,"threshold_uncertainty_score":0.9994073},"labels":[],"label_agreement":null},{"id":"W2111242860","doi":"10.1186/1472-6963-13-253","title":"Investigating the purpose of an online discussion group for health professionals: a case example from forensic occupational therapy","year":2013,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Dalhousie University","keywords":"Thematic analysis; Occupational therapy; Online discussion; Medicine; Health informatics; Discussion group; Medical education; Nursing research; Computer-assisted web interviewing; Public health; Family medicine; Nursing; Qualitative research; Psychiatry; World Wide Web","score_opus":0.44380503179208713,"score_gpt":0.5719799961623593,"score_spread":0.12817496437027215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2111242860","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9567975,0.0009399517,0.00009669837,0.031038348,0.0008801588,0.010008437,0.00018061305,0.000048785212,0.000009505079],"genre_scores_gemma":[0.9508641,0.00040554692,0.029397545,0.0071442327,0.0032074654,0.007813234,0.001071272,0.000052009404,0.000044589506],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9914898,0.0047504366,0.00084387773,0.00045249777,0.0014553765,0.0010079568],"domain_scores_gemma":[0.9883794,0.008779087,0.0005647461,0.00046154318,0.0009951779,0.00082005124],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.009120945,0.00014341992,0.00033610992,0.00018081187,0.0035282637,0.00010372483,0.0005832676,0.00015510665,0.00015642394],"category_scores_gemma":[0.0008370831,0.00008749797,0.00005878749,0.0010025493,0.00041378476,0.0005360472,0.000093541064,0.00043965798,0.00001013016],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014459172,0.0009540251,0.07991266,0.0013500209,0.000014248968,5.8630695e-7,0.536249,0.000005359516,0.00005253556,0.0030375898,0.0010588454,0.37722054],"study_design_scores_gemma":[0.0012441698,0.00079915364,0.56077373,0.00077706535,0.0000024787428,0.0000022657923,0.39984092,0.004394291,0.000021978272,0.015591648,0.016358053,0.00019423566],"about_ca_topic_score_codex":0.58625066,"about_ca_topic_score_gemma":0.3070893,"teacher_disagreement_score":0.48086107,"about_ca_system_score_codex":0.0004971316,"about_ca_system_score_gemma":0.0067658825,"threshold_uncertainty_score":0.9988648},"labels":[],"label_agreement":null},{"id":"W2114855697","doi":"10.1136/postgradmedj-2015-133300","title":"Criteria for social media-based scholarship in health professions education","year":2015,"lang":"en","type":"review","venue":"Postgraduate Medical Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":91,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; McMaster University; Royal College of Physicians and Surgeons of Canada","funders":"","keywords":"Scholarship; Social media; Medicine; Public relations; Best practice; Medical education; Sociology; Political science; Law","score_opus":0.5453349293639588,"score_gpt":0.6129626622383114,"score_spread":0.06762773287435264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2114855697","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00002870102,0.89018774,0.00008452658,0.07566058,0.02988743,0.0038623442,0.000044500724,0.000059019956,0.00018515474],"genre_scores_gemma":[0.00007435273,0.97622716,0.0013389745,0.0011679237,0.018328143,0.0024335226,0.00030440112,0.00008389625,0.000041626823],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98713106,0.0066862656,0.0020411946,0.0004326712,0.002519626,0.0011891767],"domain_scores_gemma":[0.9881782,0.0067416388,0.0016202836,0.00019243486,0.000952452,0.0023149706],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.022367992,0.00038707288,0.0017746207,0.000785107,0.0015620581,0.00021137908,0.0010239874,0.0011249888,0.0003006296],"category_scores_gemma":[0.07643428,0.00034076077,0.00043840273,0.0012265844,0.00043795278,0.00027356425,0.000046063986,0.002783496,0.000054262473],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000012601959,0.0003118928,0.000039209637,0.004129274,0.000012950674,0.000003818842,0.01260004,8.605365e-9,4.341892e-9,0.0011383037,0.015204396,0.9665475],"study_design_scores_gemma":[0.00045133216,0.000053644544,0.00010535837,0.018469496,0.000086362335,0.00001613568,0.0024158733,0.0000021496255,1.550399e-8,0.0057548406,0.97235787,0.00028691354],"about_ca_topic_score_codex":0.00073892565,"about_ca_topic_score_gemma":0.002120578,"teacher_disagreement_score":0.9662606,"about_ca_system_score_codex":0.0040595727,"about_ca_system_score_gemma":0.1274687,"threshold_uncertainty_score":0.99990445},"labels":[],"label_agreement":null},{"id":"W2115114403","doi":"10.1136/jech-2014-205217.4","title":"ATTITUDES REGARDING PHYSICIANS' USE OF SOCIAL MEDIA","year":2014,"lang":"en","type":"article","venue":"Journal of Epidemiology & Community Health","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Social media; Medicine; Viewpoints; Perception; Politics; Public relations; Family medicine; Psychology","score_opus":0.4309859420153699,"score_gpt":0.5156007638035505,"score_spread":0.08461482178818058,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2115114403","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9409498,0.00053388125,0.0009585577,0.05112809,0.005348072,0.00030249063,0.0000054444326,0.000025429497,0.0007482105],"genre_scores_gemma":[0.98426944,0.001178716,0.007947948,0.0038478964,0.0027206661,0.000009659532,0.000005431381,0.000013874439,0.000006360988],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9732935,0.024167378,0.0015301222,0.00010704609,0.00032737243,0.00057459023],"domain_scores_gemma":[0.89759237,0.09772605,0.0032973548,0.000355777,0.0006914274,0.00033702137],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.036478277,0.000118751785,0.001086424,0.00020506098,0.0014998461,0.000010006558,0.00058245973,0.00024501322,0.000030985724],"category_scores_gemma":[0.1764637,0.00011627153,0.00021285728,0.00036413653,0.00091835274,0.00033525063,0.00006002975,0.0015315537,0.000004220393],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009620941,0.0005120458,0.5516817,0.00027103518,0.000084283114,3.299958e-7,0.18908189,0.000035258072,0.000024751862,0.10296811,0.02113384,0.13411053],"study_design_scores_gemma":[0.00034355008,0.0002868862,0.8268541,0.00027897244,0.000026345651,0.000002275511,0.011619583,0.000010953707,0.000005051753,0.0117269615,0.14873676,0.00010856062],"about_ca_topic_score_codex":0.025602723,"about_ca_topic_score_gemma":0.02771753,"teacher_disagreement_score":0.27517238,"about_ca_system_score_codex":0.0006580083,"about_ca_system_score_gemma":0.0013655624,"threshold_uncertainty_score":0.9998001},"labels":[],"label_agreement":null},{"id":"W2115686045","doi":"10.1503/cmaj.120462","title":"Distracted doctoring: Smartphones before patients?","year":2012,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Laptop; Front (military); Multimedia; Computer science; Medicine; Engineering; Operating system","score_opus":0.02951577582008918,"score_gpt":0.3313420938742872,"score_spread":0.301826318054198,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2115686045","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9179153,0.00011596283,0.000007011095,0.04238672,0.030171743,0.00030702993,0.000012932694,0.000039841376,0.00904346],"genre_scores_gemma":[0.97787946,0.00008194357,0.0000672435,0.002356039,0.019279113,0.000043478994,0.000017574137,0.000013627284,0.0002615373],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99603546,0.00047053298,0.00039581256,0.00009471954,0.0019851436,0.0010183434],"domain_scores_gemma":[0.99400705,0.0007626738,0.0002936257,0.000069043985,0.0006465584,0.0042210175],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0036502664,0.000092399634,0.00014983983,0.00014134281,0.0012090313,0.00011485293,0.00024991896,0.0004910323,0.0052145193],"category_scores_gemma":[0.029161286,0.000095091746,0.00006992044,0.000422411,0.00008266972,0.00049978064,0.000008059641,0.00078288023,0.00037555842],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[9.812175e-7,0.00004297418,0.905896,0.0000024753379,0.000013022749,0.0000023059697,0.014771711,2.8558041e-8,9.925269e-8,0.0015250621,0.024829049,0.052916277],"study_design_scores_gemma":[0.0001213504,0.000008033616,0.49373612,0.000010898053,0.0000056884496,0.0000014858355,0.0014602715,4.5070124e-7,4.3485537e-7,0.00008641159,0.50451434,0.000054521435],"about_ca_topic_score_codex":0.04168545,"about_ca_topic_score_gemma":0.19141173,"teacher_disagreement_score":0.47968528,"about_ca_system_score_codex":0.004186137,"about_ca_system_score_gemma":0.005461925,"threshold_uncertainty_score":0.9996366},"labels":[],"label_agreement":null},{"id":"W2116679940","doi":"10.1111/medu.12585","title":"Teaching medical students social media: must or bust","year":2014,"lang":"en","type":"article","venue":"Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Bust; Citation; Social media; Library science; Medical school; Medical library; Medical education; Psychology; Medicine; Computer science; World Wide Web; Engineering","score_opus":0.0646751461997696,"score_gpt":0.4831668896960152,"score_spread":0.41849174349624557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2116679940","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6323665,0.000108412,0.00035868512,0.3008066,0.043390095,0.0010399427,0.0000016262362,0.00033416616,0.021593986],"genre_scores_gemma":[0.94938385,0.00013424626,0.00039127396,0.015340702,0.033181824,0.0008092405,0.000052604533,0.000035317826,0.00067092717],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9916468,0.0015552248,0.00053860474,0.00036682328,0.005296395,0.00059610984],"domain_scores_gemma":[0.9928955,0.005325436,0.00022117922,0.00021027312,0.00024437334,0.0011032833],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009276492,0.00015648163,0.0002789742,0.00014814672,0.0013748952,0.00011597328,0.0011579867,0.0006575162,0.0065114186],"category_scores_gemma":[0.19243594,0.00014094735,0.00006484652,0.00046712553,0.00060221326,0.00021839706,0.00009780041,0.0008948153,0.0002986544],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001713497,0.0008820657,0.013954911,0.000051285675,0.000010333552,0.0000015863077,0.11408442,3.049891e-8,6.189884e-7,0.016263664,0.07820343,0.7765305],"study_design_scores_gemma":[0.0005308638,0.000038288243,0.053763527,0.00017542428,0.000029766523,0.0000036298404,0.023427257,0.00004406849,0.00000173883,0.0021080843,0.9196235,0.00025384378],"about_ca_topic_score_codex":0.008780409,"about_ca_topic_score_gemma":0.012316278,"teacher_disagreement_score":0.84142005,"about_ca_system_score_codex":0.00060825975,"about_ca_system_score_gemma":0.010871275,"threshold_uncertainty_score":0.9999252},"labels":[],"label_agreement":null},{"id":"W2116969457","doi":"10.1309/ajcpec9fzsb4dedh","title":"Pathology in the Era of Web 2.0","year":2009,"lang":"en","type":"review","venue":"American Journal of Clinical Pathology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"World Wide Web; Web standards; Computer science; Web development; Data Web; Web application; The Internet; Medicine; Web service","score_opus":0.3072899235706522,"score_gpt":0.5942406873581731,"score_spread":0.28695076378752093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2116969457","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009252669,0.9756629,0.000008511099,0.0062036724,0.006865287,0.0008076693,0.0000067562746,0.0000069033676,0.0011856457],"genre_scores_gemma":[0.002904317,0.99148554,0.0009761544,0.0010962675,0.0034673887,0.000046093854,0.0000024287842,0.000017276689,0.0000045580387],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.97731686,0.01742023,0.0040193596,0.00026420574,0.0005178291,0.0004615179],"domain_scores_gemma":[0.9623902,0.030008933,0.006731726,0.0003566777,0.00031151684,0.0002009799],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.019224409,0.00021352888,0.0038534477,0.0002612632,0.00009445403,0.000010876414,0.0012749984,0.00057232735,0.000045473014],"category_scores_gemma":[0.03617315,0.00014330886,0.00090588524,0.0011844022,0.0031797548,0.00006776171,0.00003146748,0.0029754974,0.000020324687],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016130387,0.0002184027,0.0011902977,0.00013025026,0.000015590926,0.00019609994,0.0040609306,8.6535984e-8,1.771232e-8,0.00061248493,0.00027351046,0.9932862],"study_design_scores_gemma":[0.00021155596,0.0014631985,0.005935755,0.0013392731,0.0002403205,0.00021896475,0.0026072024,7.131165e-8,5.4250235e-9,0.00091675634,0.98694,0.00012685638],"about_ca_topic_score_codex":0.00020712236,"about_ca_topic_score_gemma":0.00029895973,"teacher_disagreement_score":0.99315935,"about_ca_system_score_codex":0.00011741214,"about_ca_system_score_gemma":0.005211817,"threshold_uncertainty_score":0.999533},"labels":[],"label_agreement":null},{"id":"W2118030703","doi":"10.3109/09540261.2014.998991","title":"Social media, medicine and the modern journal club","year":2015,"lang":"en","type":"article","venue":"International Review of Psychiatry","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":56,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"","keywords":"Vetting; Social media; Club; Microblogging; Journal club; Medical education; Public relations; Psychology; Medicine; World Wide Web; Political science; Computer science","score_opus":0.16333033893913745,"score_gpt":0.4845281330194113,"score_spread":0.3211977940802738,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2118030703","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0049359426,0.14761606,0.00010197856,0.7834739,0.03066148,0.0005276279,0.000002975169,0.00001511404,0.03266492],"genre_scores_gemma":[0.46421897,0.4274325,0.0043177763,0.027847406,0.075388566,0.00040903315,0.000027401577,0.00004601317,0.0003123093],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99796456,0.00042546258,0.00045252795,0.00009052285,0.00094280415,0.00012412026],"domain_scores_gemma":[0.9975535,0.0012083775,0.00041726587,0.00006905044,0.0006070681,0.00014471481],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004285864,0.00006435195,0.00021972648,0.000056911635,0.00020758118,0.000017558768,0.00036651845,0.000052475916,0.00017774063],"category_scores_gemma":[0.014461436,0.000042696698,0.00006642601,0.00016386992,0.0007155784,0.00012277666,0.000025305011,0.00019345213,0.000009623942],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005355038,0.000048878315,0.007238132,0.00036937688,0.000049586342,3.602492e-7,0.075052254,1.3806321e-7,2.909906e-7,0.61877275,0.19801003,0.10040466],"study_design_scores_gemma":[0.0014170675,0.00002308041,0.0046174657,0.0025757474,0.000075708485,0.000011656813,0.008086554,0.000014328747,1.5821765e-7,0.57971114,0.40337458,0.00009248717],"about_ca_topic_score_codex":0.00048725534,"about_ca_topic_score_gemma":0.00049036444,"teacher_disagreement_score":0.7556265,"about_ca_system_score_codex":0.00010558791,"about_ca_system_score_gemma":0.00086656865,"threshold_uncertainty_score":0.99384016},"labels":[],"label_agreement":null},{"id":"W2119154612","doi":"10.1503/cmaj.1041276","title":"A view from the Internet age: Let's build a health system that meets the needs of the next generation","year":2004,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University Health Network","funders":"","keywords":"The Internet; Daughter; Computer science; World Wide Web; Internet privacy; Multimedia; Law; Political science","score_opus":0.09182387932307867,"score_gpt":0.3360692589300639,"score_spread":0.24424537960698522,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2119154612","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28951418,0.0020391194,0.00009067871,0.6952724,0.01168821,0.00080337195,0.000017144966,0.000016798165,0.0005581214],"genre_scores_gemma":[0.9705051,0.0005823077,0.00003989804,0.0212964,0.0074389437,0.0000713667,0.000005914844,0.000011568025,0.000048498805],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9947681,0.002068236,0.00055610033,0.00010626602,0.001991812,0.00050949026],"domain_scores_gemma":[0.9964468,0.0014518207,0.00076890946,0.00018841002,0.0003093879,0.0008347062],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.006694579,0.00010465585,0.000219118,0.000063375504,0.0017336082,0.0002510231,0.0008383556,0.00028410184,0.00032922067],"category_scores_gemma":[0.008118242,0.000059879578,0.00012399368,0.00066020264,0.00022678924,0.000173104,0.000023358116,0.00091749785,0.00002919225],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000006496588,0.00006598286,0.08260444,0.000041910258,0.00021324994,0.000015160055,0.45535308,0.00003291093,0.000011341435,0.05279667,0.20399721,0.20486157],"study_design_scores_gemma":[0.00046967738,0.0000294349,0.05850164,0.0004719385,0.000039899573,0.000016761802,0.07541065,0.0000617215,0.000010364756,0.0006538295,0.86421275,0.00012132732],"about_ca_topic_score_codex":0.5064584,"about_ca_topic_score_gemma":0.7624053,"teacher_disagreement_score":0.68099093,"about_ca_system_score_codex":0.0054881414,"about_ca_system_score_gemma":0.014595485,"threshold_uncertainty_score":0.999566},"labels":[],"label_agreement":null},{"id":"W2119812555","doi":"10.1016/j.drugpo.2014.12.004","title":"Lessons from conducting trans-national Internet-mediated participatory research with hidden populations of cannabis cultivators","year":2014,"lang":"en","type":"article","venue":"International Journal of Drug Policy","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":74,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"National Institutes of Health; California State University Long Beach; Terveyden ja hyvinvoinnin laitos; Universiteit Gent; Medical Research Council; Belgian Federal Science Policy Office; Deutsche Forschungsgemeinschaft; Curtin University of Technology; London South Bank University; Australian Government","keywords":"Cannabis; Citizen journalism; The Internet; Internet privacy; Political science; Sociology; Psychology; World Wide Web; Psychiatry; Computer science; Law","score_opus":0.5108112817708717,"score_gpt":0.5595157652545766,"score_spread":0.04870448348370493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2119812555","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93476844,0.0000524154,0.00017746266,0.060477905,0.0023654655,0.0002145742,0.00005179309,0.000014827974,0.0018771492],"genre_scores_gemma":[0.9941774,0.000030581734,0.0010763039,0.00020924701,0.0043188445,0.000039225033,0.000023884348,0.000016618877,0.000107896056],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9958837,0.0009244865,0.000672916,0.00014619659,0.0020701394,0.00030254078],"domain_scores_gemma":[0.99342096,0.0021590206,0.0006525824,0.00008816626,0.0034119727,0.0002673064],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0029918614,0.00009669919,0.00021965374,0.00067420607,0.00019320812,0.00006233232,0.0006149678,0.00009062978,0.00016953275],"category_scores_gemma":[0.014134791,0.00008965438,0.000081791935,0.0005665345,0.0005046532,0.00042550173,0.000029545097,0.00041047233,0.000010433056],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024696137,0.00055970205,0.33907145,0.000024534686,0.00039320037,0.0000074242603,0.42813873,0.00016475341,0.0012160597,0.19522056,0.011909563,0.023047065],"study_design_scores_gemma":[0.0049154703,0.0004290121,0.5849065,0.0013620396,0.00013852789,0.000022740736,0.102162115,0.0006474468,0.006391278,0.083370894,0.21484151,0.00081245793],"about_ca_topic_score_codex":0.071473174,"about_ca_topic_score_gemma":0.008775592,"teacher_disagreement_score":0.3259766,"about_ca_system_score_codex":0.00089141924,"about_ca_system_score_gemma":0.0028586132,"threshold_uncertainty_score":0.9941696},"labels":[],"label_agreement":null},{"id":"W2119900480","doi":"10.3109/0142159x.2012.746448","title":"Twelve tips for using Twitter as a learning tool in medical education","year":2012,"lang":"en","type":"review","venue":"Medical Teacher","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":187,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"CARE Canada; Alberta Health Services; Institute of Infection and Immunity; University of Alberta","funders":"","keywords":"Social media; Converse; The Internet; Microblogging; Medical education; World Wide Web; Psychology; Internet privacy; Computer science; Medicine","score_opus":0.36396550112749015,"score_gpt":0.5609286212630208,"score_spread":0.19696312013553063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2119900480","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011689555,0.9770446,0.00009993195,0.0034582077,0.010720029,0.003280084,5.832105e-7,0.00008512343,0.004142478],"genre_scores_gemma":[0.00016733912,0.9737723,0.00035580675,0.00068297493,0.018904082,0.0041616773,0.00008470532,0.00009210534,0.0017790041],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99376833,0.0020051957,0.00093714864,0.00044331863,0.0019789368,0.0008670937],"domain_scores_gemma":[0.9964294,0.0020401967,0.00040942978,0.00021293192,0.00011076433,0.0007972997],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0086047435,0.0002919174,0.0010447932,0.00025000933,0.0003410445,0.000048988917,0.0005738519,0.0019637917,0.010359441],"category_scores_gemma":[0.069028966,0.00026497387,0.0002773029,0.00064427895,0.00035867695,0.0001529311,0.00007119698,0.0019311423,0.0002797874],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000022684665,0.00022599736,0.00086895726,0.0019859385,0.000016802753,0.0000017346847,0.010813672,7.5415e-9,1.5306775e-9,0.0012106308,0.0014353055,0.9834387],"study_design_scores_gemma":[0.00014069404,0.00001598734,0.000014160949,0.006254671,0.00016752652,0.000009808214,0.00158928,0.000037458318,5.050361e-9,0.00032264667,0.9911776,0.00027017185],"about_ca_topic_score_codex":0.0035736219,"about_ca_topic_score_gemma":0.0005306375,"teacher_disagreement_score":0.9897423,"about_ca_system_score_codex":0.0015422218,"about_ca_system_score_gemma":0.022170246,"threshold_uncertainty_score":0.9999803},"labels":[],"label_agreement":null},{"id":"W2120301443","doi":"10.1002/ibd.22834","title":"Internet and electronic resources for inflammatory bowel disease: A primer for providers and patients","year":2011,"lang":"en","type":"review","venue":"Inflammatory Bowel Diseases","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":53,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa","funders":"University of Ottawa","keywords":"Misinformation; Social media; Inflammatory bowel disease; Medicine; The Internet; Internet privacy; General partnership; Health care; Disease; Business; World Wide Web; Computer science; Internal medicine; Political science","score_opus":0.05343747770165854,"score_gpt":0.34850441671922194,"score_spread":0.2950669390175634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2120301443","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014704703,0.9680256,0.000009509055,0.00010075702,0.0016609549,0.014834898,0.0003962021,0.00019901553,0.00006834636],"genre_scores_gemma":[0.0009224368,0.9742891,0.00006781388,0.00010090979,0.0016675149,0.022289522,0.00023597245,0.00015858488,0.0002681042],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961709,0.0005245993,0.0009239593,0.0008887739,0.00041658414,0.0010752074],"domain_scores_gemma":[0.9946325,0.002713322,0.0008877855,0.00038968035,0.0003111103,0.0010656273],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00070185267,0.00059944915,0.0009076821,0.00030412327,0.0007031598,0.00022674772,0.00047939506,0.0004445748,0.00003468196],"category_scores_gemma":[0.005509309,0.0005886253,0.0004011937,0.00013470733,0.0008555173,0.00049694016,0.00012134442,0.00027486906,0.000011605696],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004507866,0.0002835573,0.10386655,0.0698416,0.0003818467,0.000003791566,0.0151423,9.01302e-8,2.2341823e-8,0.010979771,0.0064222114,0.79262745],"study_design_scores_gemma":[0.00051946327,0.00009463018,0.03852414,0.003296535,0.0011201571,2.3670697e-7,0.00034638032,0.0000031633904,4.3247187e-8,0.0014635867,0.95403045,0.00060120353],"about_ca_topic_score_codex":0.00023080705,"about_ca_topic_score_gemma":0.00036099507,"teacher_disagreement_score":0.94760823,"about_ca_system_score_codex":0.0005655364,"about_ca_system_score_gemma":0.0034727517,"threshold_uncertainty_score":0.9996565},"labels":[],"label_agreement":null},{"id":"W2120625718","doi":"10.5430/jnep.v5n3p33","title":"Technology and teaching: Avoiding the pitfalls, increasing student engagement, and improving outcomes","year":2014,"lang":"en","type":"article","venue":"Journal of Nursing Education and Practice","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Student engagement; Psychology; Medical education; Computer science; Process management; Mathematics education; Business; Medicine","score_opus":0.14743308704503374,"score_gpt":0.5093474551767866,"score_spread":0.3619143681317528,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2120625718","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8397061,0.0014829232,0.00022922421,0.15059946,0.0033602016,0.00021210406,6.360555e-8,0.000011730777,0.004398187],"genre_scores_gemma":[0.99157894,0.000547049,0.0061743855,0.0008217443,0.000830253,0.000008513272,1.2381496e-7,0.0000063307666,0.00003269114],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9969926,0.0023021337,0.00024517684,0.0000948108,0.00022813598,0.00013712535],"domain_scores_gemma":[0.988516,0.010537656,0.00057018665,0.00006988414,0.00019366392,0.00011262147],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.011326065,0.00006337606,0.00011891634,0.00019258811,0.0021536667,0.00018652818,0.000093713796,0.00006733301,0.000002476869],"category_scores_gemma":[0.054971807,0.00004970835,0.00001248609,0.0001174133,0.00021431851,0.00057663483,0.000023659562,0.00056869,3.1400907e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001942075,0.0002444938,0.058169775,0.00001585771,0.000015963544,1.5369463e-7,0.21969631,1.3762903e-7,0.0001761448,0.054346148,0.00020400362,0.6671116],"study_design_scores_gemma":[0.0002598723,0.00012277137,0.2276575,0.00024085415,0.0001772349,0.0002237761,0.56610566,0.0000117195095,0.00000773918,0.005681089,0.19940148,0.000110294684],"about_ca_topic_score_codex":0.0004819715,"about_ca_topic_score_gemma":0.000018859499,"teacher_disagreement_score":0.6670013,"about_ca_system_score_codex":0.00016304504,"about_ca_system_score_gemma":0.0003681193,"threshold_uncertainty_score":0.9991454},"labels":[],"label_agreement":null},{"id":"W2121196892","doi":"10.1016/s1499-2671(11)52220-8","title":"La publicité destinée aux enfants : un enjeu de santé publique!","year":2011,"lang":"fr","type":"article","venue":"Canadian Journal of Diabetes","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Humanities; Art","score_opus":0.08944060632450522,"score_gpt":0.3415407364100868,"score_spread":0.2521001300855816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2121196892","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92882,0.0168862,0.000010832075,0.013203191,0.013725404,0.0002987769,0.000025483176,0.000014331969,0.027015748],"genre_scores_gemma":[0.9923997,0.0002869915,0.0018484794,0.0017422563,0.0034450856,0.000034709617,0.0000018389538,0.000039786184,0.00020118493],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9958004,0.001515463,0.0007016322,0.00019070925,0.000379064,0.0014127663],"domain_scores_gemma":[0.99262685,0.002287079,0.0006650926,0.00018773344,0.0008496446,0.0033836216],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0041030454,0.00021705449,0.00039508412,0.0005228199,0.0006055639,0.00020573121,0.00078464573,0.0005058925,0.0032322123],"category_scores_gemma":[0.015726361,0.00024563738,0.00017094995,0.0010571773,0.0011357545,0.000980842,0.000015556554,0.0007971813,0.000059625436],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000012307206,0.000054582346,0.6923493,0.000055054952,0.00006549804,0.000027969209,0.071323775,4.5967462e-7,0.000006886299,0.017911306,0.0052227746,0.21298116],"study_design_scores_gemma":[0.00027190783,0.00019617975,0.7905226,0.00038372818,0.00011548346,0.000013259195,0.0061098794,0.000011159042,0.00017636367,0.034905143,0.16699931,0.00029498554],"about_ca_topic_score_codex":0.11589225,"about_ca_topic_score_gemma":0.15995121,"teacher_disagreement_score":0.21268617,"about_ca_system_score_codex":0.0014697602,"about_ca_system_score_gemma":0.02953957,"threshold_uncertainty_score":0.9999996},"labels":[],"label_agreement":null},{"id":"W2121719057","doi":"10.2196/jmir.1030","title":"Medicine 2.0: Social Networking, Collaboration, Participation, Apomediation, and Openness","year":2008,"lang":"en","type":"editorial","venue":"Journal of Medical Internet Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1155,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; University of Toronto","funders":"Canadian Institutes of Health Research; Max-Planck-Gesellschaft","keywords":"eHealth; World Wide Web; The Internet; Openness to experience; Web 2.0; Health care; Internet privacy; Medicine; Psychology; Computer science; Political science","score_opus":0.21376075132847905,"score_gpt":0.5731647517358128,"score_spread":0.3594040004073338,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2121719057","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0052352925,0.00550559,0.00005578679,0.08310316,0.9038615,0.00082449906,0.0000074907166,0.00002155225,0.0013851289],"genre_scores_gemma":[0.0144300265,0.030436223,0.00003240387,0.00018003535,0.9538549,0.00018568622,0.00006068496,0.000041668438,0.0007783619],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.97870904,0.004233838,0.0017183895,0.00036825828,0.014129194,0.0008413071],"domain_scores_gemma":[0.9622957,0.02430707,0.0013583737,0.00018672585,0.010523226,0.0013288828],"candidate_categories":["metaresearch","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","research_integrity"],"category_scores_codex":[0.031388197,0.00022569174,0.00083672535,0.000743394,0.00094368745,0.00022993612,0.0014283638,0.0021214236,0.0017052569],"category_scores_gemma":[0.18754719,0.00019669165,0.00008278582,0.0015824612,0.0031350928,0.00038922534,0.0001935208,0.004131108,0.000028212386],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000073422045,0.00009437637,0.000461654,0.000088573855,0.000057823516,0.000041929834,0.08420498,1.4023935e-7,3.2957524e-7,0.00085434207,0.90317637,0.010946081],"study_design_scores_gemma":[0.0007975911,0.0003151272,0.00060256716,0.0006719647,0.000038709488,0.0000044038616,0.00707979,0.00002169295,0.0000012094893,0.0008138646,0.98950213,0.00015092679],"about_ca_topic_score_codex":0.007665776,"about_ca_topic_score_gemma":0.005361909,"teacher_disagreement_score":0.156159,"about_ca_system_score_codex":0.0012674293,"about_ca_system_score_gemma":0.014041313,"threshold_uncertainty_score":0.9995778},"labels":[],"label_agreement":null},{"id":"W2123146662","doi":"10.15200/winn.141827.77297","title":"Educational Scholarship in the Digital Age: A Scoping Review and Analysis of Scholarly Products","year":2014,"lang":"en","type":"review","venue":"The Winnower","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; University of Saskatchewan","funders":"","keywords":"Scholarship; Digital scholarship; Thematic analysis; Computer science; Taxonomy (biology); World Wide Web; Data science; Library science; Sociology; Qualitative research; Social science; Political science; Biology","score_opus":0.22764285976761162,"score_gpt":0.4974308442444337,"score_spread":0.26978798447682206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2123146662","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00011640158,0.98050463,3.7853255e-7,0.012849017,0.00065542443,0.0041115615,0.000011181065,0.000008729483,0.0017426948],"genre_scores_gemma":[0.00038308935,0.9970702,0.000029856512,0.0005468792,0.0007387399,0.0010391902,0.00008661148,0.000014302941,0.00009112849],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99612623,0.0019354917,0.00072945195,0.00030826693,0.0006334671,0.00026708064],"domain_scores_gemma":[0.993251,0.0051590884,0.0006482825,0.0005740475,0.00030517406,0.0000623547],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00752173,0.00017550844,0.001111241,0.00030270434,0.00033288478,0.0004424959,0.000886576,0.00016554538,0.00006647468],"category_scores_gemma":[0.035285145,0.00010567892,0.00017489152,0.004622264,0.00040498885,0.0005027867,0.00005625847,0.0006269548,0.00002563632],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000012536128,0.00010603717,0.0020364523,0.0608572,0.00029200542,3.5744753e-7,0.01601992,6.094512e-8,1.9512616e-8,0.009625553,0.0005883593,0.9104728],"study_design_scores_gemma":[0.000026829906,0.000008674665,0.003880703,0.06660445,0.0028544064,0.000001008015,0.00024676806,4.610329e-8,8.300787e-9,0.0004074737,0.92580765,0.00016195087],"about_ca_topic_score_codex":0.0002809438,"about_ca_topic_score_gemma":0.00039075236,"teacher_disagreement_score":0.9252193,"about_ca_system_score_codex":0.00015772591,"about_ca_system_score_gemma":0.0025478967,"threshold_uncertainty_score":0.9728411},"labels":[],"label_agreement":null},{"id":"W2124067205","doi":"10.5596/c06-013","title":"Introducing Web 2.0: weblogs and podcasting for health librarians","year":2006,"lang":"fr","type":"article","venue":"Journal of the Canadian Health Libraries Association / Journal de l Association de bilbiothèques de la santé du Canada","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"World Wide Web; RSS; Web 2.0; Computer science; Web standards; Web development; Social software; Ajax; Social Semantic Web; Web page; Social web; Internet privacy; Social media; Web service","score_opus":0.011375027276991835,"score_gpt":0.28678271629878876,"score_spread":0.2754076890217969,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2124067205","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11144837,0.1747221,0.00035466018,0.6887704,0.021975476,0.0012910059,0.0006043577,0.00003633684,0.00079729344],"genre_scores_gemma":[0.70948994,0.10356615,0.024858037,0.0853837,0.07192696,0.000111766334,0.00005134177,0.00027231086,0.004339806],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9853146,0.007917369,0.0023627386,0.0003060315,0.0014989829,0.0026002952],"domain_scores_gemma":[0.97181517,0.015484684,0.008885083,0.00019490483,0.0012554748,0.0023646918],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.022281684,0.00038322143,0.0009660519,0.00043964284,0.004924173,0.0021567317,0.00072964036,0.000897233,0.0001336167],"category_scores_gemma":[0.03292351,0.00039701143,0.00033931172,0.0011988294,0.00020439971,0.0017899218,0.00005003952,0.002185445,9.857292e-7],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000025497578,0.000052341773,0.33540612,0.00018514716,0.00017219374,0.00001539098,0.011747753,0.0003647783,0.000003292389,0.007110303,0.63898736,0.0059298333],"study_design_scores_gemma":[0.00095262873,0.00016782245,0.15028442,0.0005273575,0.00011100759,0.00029763806,0.003138594,0.0006644121,0.000008675637,0.010862457,0.83266705,0.00031795472],"about_ca_topic_score_codex":0.84649986,"about_ca_topic_score_gemma":0.92455024,"teacher_disagreement_score":0.6033867,"about_ca_system_score_codex":0.09337863,"about_ca_system_score_gemma":0.20055698,"threshold_uncertainty_score":0.9998482},"labels":[],"label_agreement":null},{"id":"W2124960432","doi":"10.1136/postgradmedj-2015-133358","title":"Learning theory and its application to the use of social media in medical education","year":2015,"lang":"en","type":"review","venue":"Postgraduate Medical Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":100,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Queen's University","funders":"Health Research Board","keywords":"Connectivism; Social media; Learning theory; Social constructivism; Social learning theory; Conceptual framework; Value (mathematics); Medicine; Medical education; Process (computing); Psychology; Pedagogy; Sociology; Computer science; Social psychology; Social science","score_opus":0.24565283478796898,"score_gpt":0.49929299322921805,"score_spread":0.2536401584412491,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2124960432","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009284259,0.9610625,0.000070651855,0.029992215,0.005621535,0.0020502345,0.0000063333773,0.000028639653,0.00023949832],"genre_scores_gemma":[0.0005862533,0.9922831,0.0000506768,0.00050983456,0.005932897,0.00051823346,0.00003482885,0.000035869038,0.00004828934],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9883558,0.0065425932,0.0012110622,0.00029401213,0.0031037577,0.0004927733],"domain_scores_gemma":[0.9861865,0.010685041,0.0009045776,0.00013760552,0.0006276335,0.0014586606],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.017971115,0.00023856653,0.0009688382,0.0003907312,0.0005444499,0.0000842356,0.00076467847,0.000779361,0.00021608543],"category_scores_gemma":[0.15760124,0.00016994157,0.00015048568,0.0011100806,0.0004233635,0.00018229727,0.00011982687,0.0022875639,0.000052942465],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011889223,0.00008330892,0.000038073158,0.0004425095,0.00001692669,0.000003364433,0.034482066,1.316043e-7,9.600775e-9,0.007067069,0.0017565911,0.9560981],"study_design_scores_gemma":[0.000121268495,0.000026608732,0.0001636785,0.0029947273,0.00011765843,0.000051710897,0.0027850883,0.000011701941,2.1274936e-8,0.001061925,0.9925115,0.00015410039],"about_ca_topic_score_codex":0.00040688427,"about_ca_topic_score_gemma":0.0016423614,"teacher_disagreement_score":0.9907549,"about_ca_system_score_codex":0.0006297471,"about_ca_system_score_gemma":0.018656472,"threshold_uncertainty_score":0.9938454},"labels":[],"label_agreement":null},{"id":"W2125443970","doi":"10.2196/mhealth.4374","title":"Evaluation of Social Media Utilization by Latino Adolescents: Implications for Mobile Health Interventions","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"U.S. Department of Health and Human Services","keywords":"Acculturation; Social media; Psychological intervention; Intervention (counseling); Psychology; Short Message Service; Girl; Gerontology; Medicine; Ethnic group; Developmental psychology; Sociology; Psychiatry","score_opus":0.5057442822268907,"score_gpt":0.5832221046782847,"score_spread":0.07747782245139401,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2125443970","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9073133,0.012244978,0.0027481203,0.044298265,0.006423778,0.024831343,0.00081308867,0.000281318,0.0010458408],"genre_scores_gemma":[0.9907012,0.00068664073,0.00044825673,0.00039640465,0.00078328524,0.0066208066,0.00033092315,0.000021007128,0.000011459648],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9963122,0.0012484036,0.00082434143,0.0003055294,0.00076343946,0.0005460954],"domain_scores_gemma":[0.9962249,0.0005748189,0.00079733203,0.00015453968,0.0015036901,0.000744714],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008483549,0.00012273467,0.0003351258,0.00016026697,0.0009900979,0.000027182414,0.00014676867,0.00016881932,0.000022710585],"category_scores_gemma":[0.0033758834,0.00014057553,0.000072918614,0.0005622662,0.0002221095,0.00020942904,0.000018288883,0.00014324805,0.0000035743878],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006343428,0.0008072588,0.020158174,0.0022790062,0.000012869521,7.434252e-9,0.15940137,0.000005533799,0.0000029787955,0.025661675,0.034781788,0.7568259],"study_design_scores_gemma":[0.0054557794,0.0014017094,0.77067244,0.000658067,0.0003935155,8.3237217e-7,0.08031101,0.0007024918,0.000008395727,0.025871126,0.113978565,0.0005460531],"about_ca_topic_score_codex":0.0018398176,"about_ca_topic_score_gemma":0.0031330525,"teacher_disagreement_score":0.7562798,"about_ca_system_score_codex":0.0012242025,"about_ca_system_score_gemma":0.0059971884,"threshold_uncertainty_score":0.9996379},"labels":[],"label_agreement":null},{"id":"W2125999678","doi":"10.2310/8000.2014.141425","title":"Studying with the cloud: the use of online Web-based resources to augment a traditional study group format","year":2015,"lang":"en","type":"review","venue":"Canadian Journal of Emergency Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"McMaster University","keywords":"Augment; Medicine; World Wide Web; Cloud computing; Group (periodic table); Computer science; Operating system","score_opus":0.6494790028832781,"score_gpt":0.48407643340030077,"score_spread":0.16540256948297732,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2125999678","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009077481,0.9429628,0.000014660619,0.020440413,0.022407148,0.004836909,0.00009986584,0.000007347911,0.00015336856],"genre_scores_gemma":[0.0049076728,0.9733521,0.0001550007,0.000627596,0.020115195,0.0005737079,0.000047568978,0.000079836034,0.00014132142],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99487895,0.0015699553,0.0014275083,0.00017348999,0.00149175,0.00045836045],"domain_scores_gemma":[0.99411255,0.001907776,0.0015218436,0.00032160158,0.00093461305,0.0012015881],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005281315,0.0002668238,0.0010682923,0.00047540647,0.00074041385,0.000019196606,0.0009765111,0.000115987656,0.00056588807],"category_scores_gemma":[0.004173953,0.00013066977,0.00018025225,0.0015541264,0.00042281975,0.00012824078,0.000011602905,0.00067485287,0.0000029366897],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000759854,0.00046118678,0.0023874806,0.0016493774,0.000635371,0.000044318116,0.30604646,0.000060680457,5.6215416e-8,0.00043138213,0.32455847,0.36364925],"study_design_scores_gemma":[0.00031947176,0.0012697495,0.0006405483,0.0032484385,0.0007997486,0.0000031065326,0.040042896,0.000001581824,1.93157e-9,0.00001789261,0.9535341,0.00012243085],"about_ca_topic_score_codex":0.05578676,"about_ca_topic_score_gemma":0.52115047,"teacher_disagreement_score":0.6289757,"about_ca_system_score_codex":0.0009819476,"about_ca_system_score_gemma":0.01187816,"threshold_uncertainty_score":0.9937236},"labels":[],"label_agreement":null},{"id":"W2126005598","doi":"10.1542/peds.2013-2521","title":"Opting in to Online Professionalism: Social Media and Pediatrics","year":2013,"lang":"en","type":"review","venue":"PEDIATRICS","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Excellence; Social media; Medicine; Medical education; Digital media; Space (punctuation); Face (sociological concept); Public relations; Sociology; World Wide Web","score_opus":0.36165512618019136,"score_gpt":0.5215380162710753,"score_spread":0.15988289009088397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2126005598","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014965766,0.98262954,0.0000027421602,0.0018901407,0.009931971,0.003611486,0.00009117336,0.0000901398,0.00025623947],"genre_scores_gemma":[0.000017247987,0.97338617,0.001811674,0.000118859236,0.022823779,0.0015367945,0.00015793962,0.00006897738,0.00007853557],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9956115,0.00093413814,0.0010444734,0.0005792381,0.0009734679,0.0008572085],"domain_scores_gemma":[0.98832136,0.010121901,0.000652699,0.0001772531,0.00027654626,0.0004502447],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0020327743,0.00037632586,0.0012323004,0.0008540809,0.0005964671,0.00011283075,0.0005246477,0.0010468393,0.00008856776],"category_scores_gemma":[0.023013357,0.00037548598,0.00014766445,0.0030799,0.00012762965,0.00019844202,0.00021383431,0.0010436297,0.00014727665],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[9.95094e-7,0.0000807727,0.0010131957,0.005174322,0.0000024927542,0.000002872535,0.03178141,6.213258e-8,2.2809785e-9,0.00080757035,0.003473607,0.9576627],"study_design_scores_gemma":[0.00009483469,0.000009514987,0.0007528254,0.00045968164,0.0002039954,6.166635e-7,0.0032930232,4.2809114e-7,1.8524112e-9,0.00033671127,0.9944301,0.00041822472],"about_ca_topic_score_codex":0.0017772556,"about_ca_topic_score_gemma":0.0017094662,"teacher_disagreement_score":0.99095654,"about_ca_system_score_codex":0.00085411326,"about_ca_system_score_gemma":0.0036917757,"threshold_uncertainty_score":0.9998697},"labels":[],"label_agreement":null},{"id":"W2128197250","doi":"10.1177/070674370404900102","title":"The Internet's Impact on the Practice of Psychiatry","year":2004,"lang":"en","type":"review","venue":"The Canadian Journal of Psychiatry","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"The Internet; Mainstream; MEDLINE; Medicine; Resource (disambiguation); Health care; Public health; Scientific literature; Medical education; Psychology; Internet privacy; Nursing; World Wide Web; Political science; Computer science","score_opus":0.08518617465230104,"score_gpt":0.4473380572011153,"score_spread":0.36215188254881425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2128197250","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000058050933,0.81063,0.0000011942593,0.14423913,0.039555375,0.0011039776,0.000016207938,0.000004414046,0.0043916614],"genre_scores_gemma":[0.00076914555,0.98901933,0.0003237401,0.0009388686,0.008716896,0.00006561352,0.0000017796948,0.00005192051,0.00011267242],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9946967,0.0025004859,0.0012061533,0.00015996829,0.0008042072,0.0006324972],"domain_scores_gemma":[0.9883003,0.006705454,0.0032772343,0.0005923433,0.00046612407,0.0006584928],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0073114843,0.00030137127,0.0007244146,0.00022937894,0.0017730421,0.0002541456,0.002346475,0.00036632473,0.00019198138],"category_scores_gemma":[0.0069429544,0.0001340171,0.00083793176,0.00091439567,0.0009673201,0.00015381553,0.000015267442,0.0020263158,0.00006299009],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038587477,0.00008338995,0.0008860079,0.0011619782,0.0006747942,0.0000038386356,0.016256325,0.0000054350407,1.1932934e-9,0.5989231,0.07980356,0.302163],"study_design_scores_gemma":[0.00007418118,0.00015787382,0.00021211697,0.0069956207,0.0005393687,0.00005390039,0.0062409895,7.9624094e-8,9.166891e-9,0.02185248,0.96373945,0.00013393823],"about_ca_topic_score_codex":0.2109751,"about_ca_topic_score_gemma":0.69334537,"teacher_disagreement_score":0.88393587,"about_ca_system_score_codex":0.0018732934,"about_ca_system_score_gemma":0.1011567,"threshold_uncertainty_score":0.9995265},"labels":[],"label_agreement":null},{"id":"W2130040909","doi":"10.1136/bmjopen-2013-002819","title":"Social media use among patients and caregivers: a scoping review","year":2013,"lang":"en","type":"review","venue":"BMJ Open","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":356,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Canadian Institutes of Health Research","keywords":"Social media; CINAHL; Medicine; MEDLINE; Microblogging; Sample size determination; Health care; Descriptive statistics; Medical education; Family medicine; World Wide Web; Psychological intervention; Nursing","score_opus":0.574104604672083,"score_gpt":0.5865351287971218,"score_spread":0.012430524125038755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2130040909","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000019985806,0.92432314,1.3394953e-7,0.00036888474,0.002764215,0.070320286,0.000019909587,0.000030099509,0.0021533628],"genre_scores_gemma":[5.3611427e-7,0.97128654,0.00013918868,0.00016003172,0.0014239314,0.02671331,0.0001326461,0.00003733426,0.000106476014],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960969,0.0016648232,0.00075171853,0.0004367518,0.00061708945,0.00043270626],"domain_scores_gemma":[0.99448836,0.0036104931,0.0010570065,0.0002527095,0.0002915125,0.00029993794],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0018802676,0.0002614113,0.0016233844,0.00008459909,0.00074095133,0.0004922172,0.0008211119,0.00040643886,0.00032352307],"category_scores_gemma":[0.016704451,0.00024390273,0.00015403169,0.00050039706,0.00033787242,0.00092454,0.00040903944,0.00029053274,0.0001650673],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[6.07164e-7,0.000015552214,0.00024860166,0.064577445,0.0000161948,6.9423703e-7,0.011979732,1.7488672e-10,4.4537773e-11,0.00028641536,0.012565794,0.91030896],"study_design_scores_gemma":[0.0000818203,0.0000064883725,0.00026182467,0.3311729,0.00021188644,1.4452874e-7,0.00047273005,1.1366039e-8,1.040152e-9,0.000025127556,0.6675169,0.00025015723],"about_ca_topic_score_codex":0.013615576,"about_ca_topic_score_gemma":0.0058140573,"teacher_disagreement_score":0.9100588,"about_ca_system_score_codex":0.00044999554,"about_ca_system_score_gemma":0.0031400905,"threshold_uncertainty_score":0.9946065},"labels":[],"label_agreement":null},{"id":"W2131977879","doi":"10.1136/amiajnl-2012-000949","title":"“Not all my friends need to know”: a qualitative study of teenage patients, privacy, and social media","year":2012,"lang":"en","type":"article","venue":"Journal of the American Medical Informatics Association","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":160,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa","funders":"Norges Forskningsråd","keywords":"Social media; Personally identifiable information; Internet privacy; Qualitative research; The Internet; Psychology; Medicine; Sociology; World Wide Web; Computer science","score_opus":0.05710573354270274,"score_gpt":0.42476700944391405,"score_spread":0.3676612759012113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2131977879","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9858762,0.000019028112,0.000039483173,0.011021279,0.0022838553,0.0005406603,0.000007695726,0.0000087094795,0.00020307017],"genre_scores_gemma":[0.99694395,0.00006378434,0.00057000073,0.0013515133,0.0010260284,0.000025225761,0.0000021594026,0.00000886046,0.000008453377],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9941548,0.0013887072,0.001198367,0.00004957397,0.002810327,0.00039821432],"domain_scores_gemma":[0.98986447,0.005013861,0.0038704283,0.00009946565,0.0007248545,0.00042691195],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.008091399,0.00010893612,0.00046289584,0.00017427394,0.00031712645,0.00003566796,0.00044272043,0.000114873845,0.000022795539],"category_scores_gemma":[0.031812813,0.00008144705,0.00008994142,0.00073830923,0.00025625114,0.00047872763,0.00011818663,0.0004501515,0.0000049770993],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027820253,0.00037367252,0.09535717,0.0000143867255,0.000078368816,5.437324e-8,0.8901327,3.9152482e-7,0.0000025309234,0.00028569167,0.004177233,0.009549959],"study_design_scores_gemma":[0.00069199054,0.00033497045,0.26707417,0.000038094757,0.000110975874,2.9050466e-7,0.72155005,0.000008768581,0.000008754506,0.000097748314,0.009982205,0.000102012375],"about_ca_topic_score_codex":0.00077216426,"about_ca_topic_score_gemma":0.00023451894,"teacher_disagreement_score":0.17171699,"about_ca_system_score_codex":0.00089197076,"about_ca_system_score_gemma":0.00050527696,"threshold_uncertainty_score":0.9763426},"labels":[],"label_agreement":null},{"id":"W2132882814","doi":"10.1177/0017896912471031","title":"People getting a grip on arthritis II: An innovative strategy to implement clinical practice guidelines for rheumatoid arthritis and osteoarthritis patients through Facebook","year":2013,"lang":"en","type":"article","venue":"Health Education Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Montfort Hospital; Sunnybrook Health Science Centre; Arthritis Society; Health Sciences Centre; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Physical therapy; Psychological intervention; Self-management; Osteoarthritis; Rheumatoid arthritis; Intervention (counseling); Arthritis; Rehabilitation; Self-efficacy; Alternative medicine; Internal medicine; Psychology; Nursing","score_opus":0.22543157423741195,"score_gpt":0.540979997679585,"score_spread":0.3155484234421731,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2132882814","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7552763,0.0020615598,0.00030062537,0.2202225,0.012002936,0.009392953,0.000038049664,0.00006335821,0.0006416821],"genre_scores_gemma":[0.7021909,0.03951662,0.12337926,0.10751547,0.01319576,0.013796137,0.00018316793,0.0001210824,0.00010163077],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9944635,0.0013213615,0.002116164,0.00048389236,0.000747621,0.0008674583],"domain_scores_gemma":[0.98666525,0.0024258455,0.0013903148,0.00021535943,0.007964902,0.0013383168],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.005516684,0.0002271032,0.00045771114,0.00019151214,0.003405737,0.00041873072,0.00021441902,0.00016748485,0.00038918966],"category_scores_gemma":[0.046546705,0.00025013255,0.00006120336,0.0005866256,0.00010516145,0.0016041083,0.00003860653,0.0005190094,0.000054729673],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029359517,0.00042921424,0.0047131027,0.000019376215,0.000008043436,1.228627e-7,0.08967738,0.0000013091221,7.80366e-7,0.003756461,0.06693397,0.8344309],"study_design_scores_gemma":[0.0017809108,0.0051581664,0.063739896,0.00086789794,0.000004253835,0.000025487941,0.15584527,0.000005902381,0.0000057553693,0.004199473,0.7679996,0.000367426],"about_ca_topic_score_codex":0.008964,"about_ca_topic_score_gemma":0.005051365,"teacher_disagreement_score":0.8340635,"about_ca_system_score_codex":0.0006255037,"about_ca_system_score_gemma":0.010061528,"threshold_uncertainty_score":0.9999951},"labels":[],"label_agreement":null},{"id":"W2133891670","doi":"10.4172/2155-9627.1000149","title":"The Social Media Effect: Examining Usage in Contentious Healthcare Cases","year":2013,"lang":"en","type":"article","venue":"Journal of Clinical Research & Bioethics","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SickKids Foundation; University of Toronto; Hospital for Sick Children","funders":"","keywords":"Social media; Health care; Internet privacy; Microblogging; Data science; Medicine; Computer science; Political science; World Wide Web","score_opus":0.8398360824831412,"score_gpt":0.700689922488214,"score_spread":0.1391461599949272,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2133891670","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"methods","model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85530597,0.0011527168,0.000002374488,0.13536823,0.0067507992,0.00090091326,0.0000016855469,0.000010436477,0.00050684524],"genre_scores_gemma":[0.9861532,0.0064702504,0.00010524264,0.0003747947,0.006717066,0.00011615659,7.2712857e-7,0.0000150172145,0.00004756686],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9775629,0.016381431,0.0018701738,0.00020751056,0.0030289283,0.000949069],"domain_scores_gemma":[0.4686612,0.52269,0.0014039659,0.00031560953,0.0056788656,0.0012503642],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.10401822,0.00010371498,0.0005119441,0.00022549383,0.0018481466,0.00028508547,0.00080894,0.00066815317,0.000074086274],"category_scores_gemma":[0.5388049,0.00007189646,0.00018067632,0.00096812425,0.0043990477,0.00032390025,0.00009567419,0.0053369366,0.0000678033],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029577714,0.00023234308,0.31217986,0.00008666943,0.000031023596,0.000082800005,0.070703425,1.9875596e-7,0.000012872875,0.014539692,0.0054391664,0.59639615],"study_design_scores_gemma":[0.0014257915,0.0016075879,0.8088613,0.00040676657,0.00001478114,0.0000075942517,0.12834002,0.000012326062,0.000015440683,0.018409126,0.040724974,0.0001742732],"about_ca_topic_score_codex":0.015854692,"about_ca_topic_score_gemma":0.051904116,"teacher_disagreement_score":0.59622186,"about_ca_system_score_codex":0.00044143473,"about_ca_system_score_gemma":0.00496617,"threshold_uncertainty_score":0.99945134},"labels":[],"label_agreement":null},{"id":"W2134095806","doi":"10.1136/sti.2003.009019","title":"Incorporating a social networking approach to enhance contact tracing in a heterosexual outbreak of syphilis","year":2005,"lang":"en","type":"article","venue":"Sexually Transmitted Infections","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Centre for Disease Control","funders":"","keywords":"Contact tracing; Syphilis; Outbreak; Medicine; Virology; Social contact; Heterosexuality; Homosexuality; Gender studies; Social psychology; Human immunodeficiency virus (HIV); Coronavirus disease 2019 (COVID-19); Sociology; Pathology; Psychology; Infectious disease (medical specialty)","score_opus":0.05106258394519379,"score_gpt":0.367856618952069,"score_spread":0.3167940350068752,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2134095806","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9727017,0.000078815974,0.009788216,0.002533392,0.0018942113,0.0016578877,0.000010292252,0.00016893452,0.011166539],"genre_scores_gemma":[0.99427646,0.000013059423,0.0022145398,0.0002922397,0.002378172,0.0007602989,0.000013408648,0.000026941594,0.000024902369],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9974857,0.0004958494,0.0006897274,0.0003618859,0.00041038828,0.0005564431],"domain_scores_gemma":[0.9982682,0.001018869,0.00022416444,0.0001351749,0.00017035301,0.00018326941],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012953789,0.0001722798,0.00034632772,0.00033916614,0.00076393015,0.000054227028,0.00020223352,0.0002364185,0.000022708995],"category_scores_gemma":[0.00067416666,0.00021253708,0.00007458008,0.0018526048,0.00015790081,0.00039651836,0.00001500377,0.00043011957,0.0000098726],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055924593,0.001780464,0.0970046,0.00017136971,0.000058338577,9.1272113e-7,0.6226124,0.0019177492,0.0027323503,0.009723976,0.00016463216,0.26377726],"study_design_scores_gemma":[0.0046381108,0.0020146389,0.7110036,0.0011159453,0.00025985105,0.000016338176,0.18763661,0.004743913,0.0021007743,0.004797078,0.077782124,0.0038909814],"about_ca_topic_score_codex":0.009269964,"about_ca_topic_score_gemma":0.03067325,"teacher_disagreement_score":0.613999,"about_ca_system_score_codex":0.0004992827,"about_ca_system_score_gemma":0.00060052803,"threshold_uncertainty_score":0.9973274},"labels":[],"label_agreement":null},{"id":"W2135876935","doi":"","title":"A mother's guilt","year":2001,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Nothing; sort; Computer science; World Wide Web; Internet privacy; Epistemology; Philosophy; Information retrieval","score_opus":0.043131993472432975,"score_gpt":0.35712122974679167,"score_spread":0.3139892362743587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2135876935","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24768022,0.0003411774,0.000061247185,0.5962129,0.017805802,0.00043110797,0.0000045869565,0.000069813985,0.1373931],"genre_scores_gemma":[0.87777996,0.0034236356,0.0007269686,0.05786216,0.05566009,0.00017001748,0.0000074305967,0.000053527056,0.004316236],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99647826,0.00053417974,0.0003244534,0.00010918332,0.0018434979,0.0007104371],"domain_scores_gemma":[0.99534166,0.0009209841,0.00019497218,0.000110517314,0.0005106295,0.0029212635],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00444603,0.00007022389,0.00012969921,0.00016938745,0.0011301907,0.00013526033,0.00049607176,0.00046584604,0.01725153],"category_scores_gemma":[0.04489333,0.000076048746,0.000063758554,0.0005249288,0.00008150545,0.0001875629,0.000008961568,0.0006978499,0.0006728968],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000029096657,0.000028241962,0.4723119,0.0000020979887,0.000029603658,0.00012735877,0.01427759,7.432486e-7,6.0710045e-7,0.0058130934,0.32091552,0.18649033],"study_design_scores_gemma":[0.00017345439,0.000009900295,0.047527645,0.000017902685,0.000005026063,0.00002665049,0.003118893,0.000010263672,2.6587244e-7,0.0016965762,0.9473354,0.000077996636],"about_ca_topic_score_codex":0.12454982,"about_ca_topic_score_gemma":0.5414797,"teacher_disagreement_score":0.6300997,"about_ca_system_score_codex":0.0035224387,"about_ca_system_score_gemma":0.012131367,"threshold_uncertainty_score":0.99346894},"labels":[],"label_agreement":null},{"id":"W2136061204","doi":"10.1136/emermed-2013-203502","title":"Free Open Access Meducation (FOAM): the rise of emergency medicine and critical care blogs and podcasts (2002–2013)","year":2014,"lang":"en","type":"article","venue":"Emergency Medicine Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":319,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; McMaster University Medical Centre; Royal University Hospital; University of Saskatchewan; Saskatoon City Hospital","funders":"","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Foundation (evidence); Medical emergency; Law; Pathology","score_opus":0.2487227708161062,"score_gpt":0.5412718196476229,"score_spread":0.2925490488315168,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2136061204","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43833402,0.04332385,0.00024730872,0.3933861,0.07516556,0.0017579822,0.000008586959,0.000034448512,0.04774215],"genre_scores_gemma":[0.932667,0.04268757,0.00016978996,0.00016374301,0.02213976,0.00019867439,0.0000057823972,0.000041473377,0.0019262081],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960172,0.001123733,0.0011133213,0.00030276904,0.00096939574,0.00047354578],"domain_scores_gemma":[0.99579656,0.0014164648,0.0006055342,0.0003706258,0.0011492316,0.00066156546],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005027623,0.00019633213,0.00043283016,0.00021081051,0.0013142602,0.000030942516,0.00136819,0.00014705498,0.029602405],"category_scores_gemma":[0.039363585,0.00013226713,0.000042488628,0.00073539047,0.0010730112,0.0007438459,0.00025377606,0.00049566024,0.0000040416962],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029091047,0.000074059906,0.15878089,0.00022562257,0.000028329321,2.6799796e-7,0.1939179,4.885294e-7,0.00007059239,0.0076235277,0.6269138,0.012335473],"study_design_scores_gemma":[0.0010616647,0.0005913581,0.33991575,0.00041995218,0.00029120312,0.000016666405,0.09559714,0.000031632488,0.000010433357,0.032180615,0.5296133,0.00027029312],"about_ca_topic_score_codex":0.019977363,"about_ca_topic_score_gemma":0.0059102317,"teacher_disagreement_score":0.49433297,"about_ca_system_score_codex":0.00010380553,"about_ca_system_score_gemma":0.00046333292,"threshold_uncertainty_score":0.9999859},"labels":[],"label_agreement":null},{"id":"W2136329744","doi":"10.1017/cem.2014.49","title":"Emergency medicine residents’ beliefs about contributing to an online collaborative slideshow","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Centre hospitalier universitaire de Québec; Ministère de la Santé et des Services Sociaux (Québec); Queen's University; Université Laval; Centre intégré de santé et de services sociaux de Chaudière-Appalaches","funders":"","keywords":"Medicine; MEDLINE; Medical education; Family medicine","score_opus":0.3335094589044629,"score_gpt":0.48640195145782267,"score_spread":0.1528924925533598,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2136329744","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.62431425,0.018876957,0.00024461607,0.15888119,0.18287905,0.0017852505,0.00007619349,0.000043293647,0.012899181],"genre_scores_gemma":[0.91984594,0.005465269,0.00069067325,0.0013783482,0.06969516,0.000088808934,0.00009125248,0.000091322916,0.0026532423],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9944562,0.00087097933,0.0019011415,0.00029805725,0.0013034582,0.0011701812],"domain_scores_gemma":[0.9858585,0.00040790433,0.0010630938,0.00030162898,0.005857911,0.0065109865],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007572481,0.0002585572,0.0006871611,0.000769609,0.00091973576,0.000009293959,0.000780308,0.00020901053,0.007472084],"category_scores_gemma":[0.07491128,0.00023044413,0.000068432375,0.0027768607,0.0003894064,0.000485129,0.000018289458,0.000500013,0.000031252617],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055821576,0.000059908463,0.20429654,0.00003378744,0.00006542052,0.00004462414,0.31730378,0.0000231406,0.000098772696,0.0031947135,0.47112343,0.0037000622],"study_design_scores_gemma":[0.0012134424,0.0018301882,0.16697599,0.0006546927,0.00013515202,0.0000040842046,0.16330867,0.0000069153766,0.000010188199,0.003425156,0.6620797,0.0003558682],"about_ca_topic_score_codex":0.305453,"about_ca_topic_score_gemma":0.7044272,"teacher_disagreement_score":0.39897415,"about_ca_system_score_codex":0.001310459,"about_ca_system_score_gemma":0.009217275,"threshold_uncertainty_score":0.9963995},"labels":[],"label_agreement":null},{"id":"W2138925248","doi":"10.1016/j.jneb.2014.01.006","title":"EFNEP Graduates' Perspectives on Social Media to Supplement Nutrition Education: Focus Group Findings From Active Users","year":2014,"lang":"en","type":"article","venue":"Journal of Nutrition Education and Behavior","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":33,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Food and Agriculture; U.S. Department of Agriculture","keywords":"Trustworthiness; Social media; Nutrition Education; Focus group; Theme (computing); Psychology; Nutrition information; Public relations; Medical education; Sociology; Gerontology; Social psychology; Medicine; Political science; Computer science; World Wide Web; Food science","score_opus":0.062059499875027554,"score_gpt":0.39770224292337786,"score_spread":0.3356427430483503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2138925248","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9485585,0.00032992798,0.000037442034,0.040213823,0.009125007,0.0015387668,0.000036371297,0.000024867733,0.00013525871],"genre_scores_gemma":[0.98157316,0.0007410301,0.0040992848,0.00045611814,0.01072989,0.0022698916,0.000090336296,0.000020035666,0.000020222637],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99782324,0.0004252665,0.00052460417,0.00027240632,0.00067822903,0.00027624698],"domain_scores_gemma":[0.99719083,0.0009491986,0.0004294716,0.00010248216,0.00088623946,0.0004417981],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00067299453,0.0001643437,0.00027310912,0.0004903607,0.0006948242,0.00015190188,0.00018915332,0.00016976545,0.00036389995],"category_scores_gemma":[0.0014329719,0.00017911637,0.000114138646,0.00047321725,0.00014801999,0.0005029594,0.0000127076255,0.00030394146,0.000020984739],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023163078,0.03832981,0.008242031,0.00008763296,0.000033131317,9.03095e-7,0.3528616,9.538949e-8,0.0010310954,0.020010028,0.06787322,0.5112988],"study_design_scores_gemma":[0.0012387988,0.00040572425,0.37112415,0.0003530989,0.00017895915,0.000005448631,0.44551164,3.0103715e-7,0.0005801248,0.0050342088,0.17528662,0.00028092047],"about_ca_topic_score_codex":0.000671765,"about_ca_topic_score_gemma":0.00047898004,"teacher_disagreement_score":0.51101786,"about_ca_system_score_codex":0.0010354222,"about_ca_system_score_gemma":0.00077330944,"threshold_uncertainty_score":0.73041534},"labels":[],"label_agreement":null},{"id":"W2139192193","doi":"10.4212/cjhp.v68i1.1421","title":"Professional Use of Social Media by Pharmacists","year":2015,"lang":"en","type":"article","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Institute of Health Economics; University of Alberta","funders":"","keywords":"Social media; Family medicine; Medicine; World Wide Web; Computer science","score_opus":0.20870892332864563,"score_gpt":0.43410571356309063,"score_spread":0.225396790234445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2139192193","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9414418,0.00068289455,0.0000023667822,0.03498177,0.021741355,0.00041336688,0.000051338346,0.0000070364626,0.00067812746],"genre_scores_gemma":[0.9964391,0.000047489455,0.00006343408,0.00039115612,0.002900715,0.000016583972,0.000005180074,0.000014148255,0.00012217817],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99785465,0.00049336394,0.00043325088,0.00007811562,0.00074590725,0.00039469977],"domain_scores_gemma":[0.9963506,0.0010072461,0.0005254683,0.00006723141,0.00090990297,0.0011395842],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017270307,0.00009548252,0.00019568886,0.00011887219,0.0006116059,0.00007028433,0.0004954093,0.000059929425,0.00031419206],"category_scores_gemma":[0.0048745694,0.00007672884,0.00008843224,0.00036339206,0.0007012455,0.00053679233,0.000012415937,0.0004054952,0.000017572644],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057954112,0.00010449907,0.028988529,0.000011981898,0.00005145898,0.000021779433,0.33030212,0.0000026360026,0.00004972555,0.0024908632,0.6241966,0.013721884],"study_design_scores_gemma":[0.0013143963,0.00008668741,0.008547892,0.000034767825,0.00007738685,0.0000075227863,0.011914437,0.000006862753,0.00044104722,0.0024967159,0.9748624,0.00020990972],"about_ca_topic_score_codex":0.03481778,"about_ca_topic_score_gemma":0.022732824,"teacher_disagreement_score":0.3506658,"about_ca_system_score_codex":0.0006174195,"about_ca_system_score_gemma":0.010398851,"threshold_uncertainty_score":0.99521124},"labels":[],"label_agreement":null},{"id":"W2143252620","doi":"10.3109/0142159x.2012.689446","title":"An evaluation of the ‘5 Minute Medicine’ video podcast series compared to conventional medical resources for the internal medicine clerkship","year":2012,"lang":"en","type":"article","venue":"Medical Teacher","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":51,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; McMaster University Medical Centre","funders":"","keywords":"Medical education; Medicine; Online video; Resource (disambiguation); Educational resources; Clinical clerkship; Internal medicine; Multimedia; Computer science; Curriculum; Psychology; Pedagogy","score_opus":0.2751042821383472,"score_gpt":0.4933676151837777,"score_spread":0.2182633330454305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2143252620","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.62630886,0.0014233824,0.00055646646,0.35163984,0.013223471,0.0024024327,0.00000425017,0.00005082456,0.0043904893],"genre_scores_gemma":[0.9825678,0.000039366743,0.00007509232,0.0019984597,0.014035973,0.00085679453,0.000011323686,0.000017457538,0.00039775012],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.990893,0.002286331,0.00067017076,0.00022723111,0.0054276893,0.0004955518],"domain_scores_gemma":[0.9943378,0.003549792,0.000285609,0.00034642618,0.00055010105,0.0009302834],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02682944,0.00014379868,0.00031152598,0.000073222014,0.00061387505,0.000013826445,0.0010627019,0.00027995787,0.013332151],"category_scores_gemma":[0.07905385,0.000079197045,0.00008452306,0.00044684325,0.002543254,0.00018463809,0.00007068343,0.0004324014,0.0000149826865],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024900885,0.00051172747,0.29891837,0.0000848498,0.00013074806,4.51474e-7,0.3873582,0.0000040433974,0.00003170125,0.015100176,0.1408338,0.15677695],"study_design_scores_gemma":[0.0018480573,0.00021844052,0.35009813,0.00066088594,0.0002665976,0.0000073729375,0.060334772,0.0021982307,0.0000146884295,0.0025077611,0.58165956,0.00018553747],"about_ca_topic_score_codex":0.0070005236,"about_ca_topic_score_gemma":0.0047794296,"teacher_disagreement_score":0.44082573,"about_ca_system_score_codex":0.0002816243,"about_ca_system_score_gemma":0.0009844771,"threshold_uncertainty_score":0.999612},"labels":[],"label_agreement":null},{"id":"W2144033902","doi":"10.2196/med20.2720","title":"Health Care Social Media: Expectations of Users in a Developing Country","year":2013,"lang":"en","type":"article","venue":"Medicine 2 0","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Health care; Social media; Business; Usability; Population; Immediacy; Affect (linguistics); Premise; Marketing; Internet privacy; Advertising; Psychology; Medicine; Environmental health; Computer science; Economics; Economic growth; World Wide Web","score_opus":0.0949272259092959,"score_gpt":0.43500774418422117,"score_spread":0.34008051827492525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2144033902","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7817683,0.0024977666,0.000043830452,0.20334886,0.0056123794,0.0016200511,0.000004313169,0.00006912631,0.0050353264],"genre_scores_gemma":[0.99616176,0.00023473859,0.000701902,0.00079809164,0.0016046237,0.0004511786,0.00003208235,0.000009331576,0.000006276083],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9984728,0.00024942687,0.00038211278,0.00013022736,0.00045506915,0.00031032556],"domain_scores_gemma":[0.9979892,0.0014189144,0.00017979872,0.00006848874,0.00022521176,0.00011838233],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046577278,0.000066882705,0.00025105616,0.00016744167,0.0002928028,0.000005890308,0.0001350118,0.000082597566,0.0001668648],"category_scores_gemma":[0.0040333834,0.00006612342,0.000015237368,0.00078258576,0.00035764847,0.00011588339,0.00000985212,0.00012576285,0.0000147592145],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000016258509,0.000012053417,0.027319195,0.0000740004,0.0000023912555,2.4942474e-7,0.9354554,1.4958523e-7,0.0000037216878,0.009005702,0.0060892096,0.022036318],"study_design_scores_gemma":[0.00034738827,0.000024510882,0.26274118,0.00014853469,0.0000037383645,1.3280986e-7,0.7159962,0.000001465043,0.000004653396,0.0007529507,0.019903256,0.000075964956],"about_ca_topic_score_codex":0.048223305,"about_ca_topic_score_gemma":0.048240032,"teacher_disagreement_score":0.23542199,"about_ca_system_score_codex":0.0006997316,"about_ca_system_score_gemma":0.0016816433,"threshold_uncertainty_score":0.9691271},"labels":[],"label_agreement":null},{"id":"W2144101357","doi":"10.3109/0142159x.2011.550968","title":"E-learning: Is the revolution over?","year":2011,"lang":"en","type":"article","venue":"Medical Teacher","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"NOSM University","funders":"","keywords":"Consolidation (business); Psychology; Medical education; Medicine; Business","score_opus":0.1522749887775301,"score_gpt":0.40741573868653735,"score_spread":0.25514074990900726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2144101357","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72657603,0.00032812677,0.000075582,0.04219887,0.0050553735,0.00061438687,1.6934115e-7,0.00018140176,0.22497004],"genre_scores_gemma":[0.99103063,0.00022744434,0.00007116437,0.0011824293,0.002599872,0.00020005781,0.0000011049333,0.00001023156,0.0046770587],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980064,0.0006513686,0.00015033367,0.00013118671,0.0007845319,0.00027616468],"domain_scores_gemma":[0.99918956,0.00032446595,0.00006512759,0.00012443983,0.000046350986,0.00025003424],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002495842,0.00005263728,0.000075532465,0.000020931364,0.0005117926,0.000010980495,0.0002771299,0.0002017677,0.025897516],"category_scores_gemma":[0.013918009,0.00003800147,0.000041221065,0.00023874738,0.00044875476,0.00006783804,0.000024969688,0.00047217496,0.00044164076],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000064954897,0.00010203129,0.4914858,0.000006928489,0.000009104991,0.0000014389373,0.36025587,9.3335215e-9,5.4369417e-7,0.01277934,0.053248964,0.08210346],"study_design_scores_gemma":[0.00009572516,0.000028696115,0.1502822,0.000018998075,0.0000093750905,3.451507e-7,0.009138777,0.000072089206,0.000002451174,0.0029011585,0.83737934,0.00007084908],"about_ca_topic_score_codex":0.010567906,"about_ca_topic_score_gemma":0.0005410854,"teacher_disagreement_score":0.7841304,"about_ca_system_score_codex":0.00015093495,"about_ca_system_score_gemma":0.00042941232,"threshold_uncertainty_score":0.9960208},"labels":[],"label_agreement":null},{"id":"W2144199925","doi":"10.1136/postgradmedj-2015-133686","title":"Social media in medical education: a new pedagogical paradigm?","year":2015,"lang":"en","type":"review","venue":"Postgraduate Medical Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Social media; Medical education; Data science; World Wide Web; Bioinformatics; Computer science","score_opus":0.5523824550108773,"score_gpt":0.5857513775596639,"score_spread":0.03336892254878654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2144199925","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000042476,0.9008375,0.000013852418,0.071701825,0.021888824,0.0012652497,0.0000049734736,0.00008529165,0.00416004],"genre_scores_gemma":[0.000022473932,0.9459202,0.0001443321,0.0010388127,0.052105565,0.00035087368,0.000083230225,0.00008137882,0.00025312457],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9823801,0.0045918464,0.0024778715,0.00063311134,0.008419353,0.0014977263],"domain_scores_gemma":[0.98290324,0.0069268853,0.0012065215,0.00030157596,0.0004798759,0.008181919],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.01212128,0.0006090206,0.0025986275,0.00073837955,0.00076896365,0.00026991742,0.0021912174,0.0023021342,0.005478591],"category_scores_gemma":[0.107231595,0.00051193417,0.00064976723,0.0019274574,0.0010833781,0.00028512062,0.00016716289,0.0055374643,0.0006331049],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009214941,0.00032256276,0.000036934467,0.00054957496,0.00003395499,0.00021252024,0.02449772,4.2167474e-9,2.2359208e-10,0.0065558353,0.07127535,0.8965063],"study_design_scores_gemma":[0.00049903314,0.000034896526,0.00006818297,0.0076343357,0.00022588164,0.00060093903,0.0019558943,0.0000011417077,1.8449153e-9,0.0111579,0.9773512,0.00047057658],"about_ca_topic_score_codex":0.0017307953,"about_ca_topic_score_gemma":0.0044067185,"teacher_disagreement_score":0.9060759,"about_ca_system_score_codex":0.00279272,"about_ca_system_score_gemma":0.19837405,"threshold_uncertainty_score":0.9997332},"labels":[],"label_agreement":null},{"id":"W2144929095","doi":"10.1136/bmjspcare-2011-000020.3","title":"2020 Vision: improving supportive and palliative care in the age of social media and global telecommunications","year":2011,"lang":"en","type":"article","venue":"BMJ Supportive & Palliative Care","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto; University Health Network","funders":"","keywords":"Pace; Social media; Internet privacy; The Internet; Witness; Privilege (computing); Politics; Session (web analytics); Emerging technologies; Mobile device; Public relations; Computer science; Telecommunications; World Wide Web; Political science; Computer security; Law","score_opus":0.12315455340173209,"score_gpt":0.4416958687437517,"score_spread":0.3185413153420196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2144929095","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9729656,0.0028744587,0.00004513615,0.003926297,0.0008603611,0.0044051837,0.0004960717,0.000051942767,0.014374958],"genre_scores_gemma":[0.9968445,0.00048724673,0.0010236184,0.00022442163,0.00032241567,0.0009026017,0.00017330803,0.000016380436,0.000005534099],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99652827,0.0012679381,0.0006687469,0.0004408769,0.0005885688,0.0005056021],"domain_scores_gemma":[0.99563396,0.0022888724,0.0006531231,0.0002620014,0.0009965887,0.00016544393],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00081251824,0.00024472125,0.00044065027,0.000082225604,0.0007491166,0.000049301194,0.00045922722,0.00025106236,0.00014143772],"category_scores_gemma":[0.004944094,0.00021787154,0.00009113912,0.00078702444,0.0014765107,0.00027337924,0.00016081306,0.00037819412,0.000005000338],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034566026,0.000043279608,0.36949378,0.00007433646,0.00001565818,0.000009608289,0.61689985,4.3303377e-8,0.0000041896737,0.0045024613,0.0001366412,0.008785577],"study_design_scores_gemma":[0.00025746337,0.00010202531,0.5644204,0.000045056157,0.000034717694,1.6559015e-7,0.4331227,0.000001088801,0.000022665961,0.00095790194,0.00090426055,0.00013156081],"about_ca_topic_score_codex":0.0046346984,"about_ca_topic_score_gemma":0.05397839,"teacher_disagreement_score":0.19492663,"about_ca_system_score_codex":0.00058672123,"about_ca_system_score_gemma":0.001091387,"threshold_uncertainty_score":0.963284},"labels":[],"label_agreement":null},{"id":"W2146029572","doi":"10.2196/jmir.2912","title":"Social Media: A Review and Tutorial of Applications in Medicine and Health Care","year":2014,"lang":"en","type":"review","venue":"Journal of Medical Internet Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":753,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Social media; Health care; Web 2.0; Public relations; Population; Internet privacy; Thematic analysis; Medical education; World Wide Web; Medicine; Psychology; Sociology; Computer science; The Internet; Political science; Qualitative research; Social science","score_opus":0.5318333213496785,"score_gpt":0.6761076393253134,"score_spread":0.14427431797563484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2146029572","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000012911736,0.9612749,0.000008664906,0.035534322,0.0013327193,0.0015856902,0.0000034503653,0.0000036304946,0.00024369563],"genre_scores_gemma":[0.00012580636,0.9905135,0.00003710568,0.00014761338,0.008892598,0.0002436505,0.000010818411,0.000017598637,0.000011300911],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9899769,0.0039526145,0.0019140227,0.0002461185,0.0034548265,0.0004555082],"domain_scores_gemma":[0.9838692,0.0129657425,0.0012392877,0.00014152413,0.00093261915,0.00085165235],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.030802814,0.00016440645,0.0024917526,0.00067207153,0.00015772507,0.000023393146,0.00082043087,0.0006099272,0.0002197279],"category_scores_gemma":[0.03659195,0.00011883265,0.00013304752,0.0009845503,0.001797576,0.00006580802,0.0001597426,0.0024130149,0.0000025178465],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003517445,0.000038543087,0.000039261144,0.0482297,0.00002734895,0.0000032236594,0.03721831,3.0210734e-10,2.1583277e-9,0.0048820777,0.026059799,0.8834982],"study_design_scores_gemma":[0.00022829633,0.00014446297,0.000039158847,0.05180799,0.00010497486,0.00001059485,0.00430333,9.6191194e-8,7.8878815e-9,0.000317626,0.9429781,0.000065366854],"about_ca_topic_score_codex":0.00496289,"about_ca_topic_score_gemma":0.003989369,"teacher_disagreement_score":0.9169183,"about_ca_system_score_codex":0.00082687405,"about_ca_system_score_gemma":0.0069751483,"threshold_uncertainty_score":0.9998885},"labels":[],"label_agreement":null},{"id":"W2146612948","doi":"10.1016/j.annemergmed.2014.05.029","title":"Five Strategies to Effectively Use Online Resources in Emergency Medicine","year":2014,"lang":"en","type":"article","venue":"Annals of Emergency Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":65,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; University of Saskatchewan","funders":"","keywords":"Medicine; Medical emergency; MEDLINE; Emergency medicine; Medical education","score_opus":0.3012377696732101,"score_gpt":0.5133526528940648,"score_spread":0.21211488322085476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2146612948","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9099902,0.0013082314,0.00007739258,0.063185364,0.01306309,0.0011770251,0.000008401666,0.000059626054,0.01113069],"genre_scores_gemma":[0.9820755,0.009406304,0.000112970614,0.00046046134,0.006469643,0.00023432064,0.000026152878,0.000031856704,0.0011827762],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99573475,0.00094027625,0.0013191198,0.00041945692,0.00094833394,0.00063805864],"domain_scores_gemma":[0.995837,0.0019749622,0.00048183175,0.00034383358,0.00089521223,0.0004671605],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003689677,0.00023460544,0.0006209928,0.00051907054,0.0002289829,0.0000030199144,0.00045917238,0.0001727347,0.003709509],"category_scores_gemma":[0.042644203,0.0002021163,0.00007829372,0.0020467825,0.00038964496,0.00036603838,0.000042449195,0.0002569197,0.00002478198],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021815034,0.00055149733,0.2437727,0.0004399935,0.00007607361,0.00000204828,0.526179,0.00008110309,0.0012827619,0.02613807,0.18211463,0.01914396],"study_design_scores_gemma":[0.0004128455,0.0012340583,0.7163655,0.00054152636,0.00003369951,9.940722e-8,0.043368787,0.000025537103,0.000039940216,0.011157206,0.22655967,0.00026110755],"about_ca_topic_score_codex":0.11266818,"about_ca_topic_score_gemma":0.041721094,"teacher_disagreement_score":0.48281023,"about_ca_system_score_codex":0.00005705975,"about_ca_system_score_gemma":0.00017746651,"threshold_uncertainty_score":0.99720126},"labels":[],"label_agreement":null},{"id":"W2147686632","doi":"10.1109/hicss.2013.135","title":"Collaborating through Social Media to Create Health Awareness","year":2013,"lang":"en","type":"article","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"National Institutes of Health","keywords":"Grassroots; Social media; Public relations; Context (archaeology); Process (computing); Key (lock); Knowledge management; Internet privacy; Health care; Computer science; Political science; World Wide Web","score_opus":0.20697766042651905,"score_gpt":0.47711263531493064,"score_spread":0.2701349748884116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2147686632","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68441045,0.00011392526,0.00040746023,0.25273585,0.010368872,0.0033270235,0.000008888288,0.00039933232,0.048228186],"genre_scores_gemma":[0.9748882,0.00007797292,0.009587756,0.007464569,0.0055928687,0.0020076502,0.000012787982,0.000025729098,0.00034248916],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9979326,0.00041360458,0.00031603518,0.00023388925,0.00049670617,0.00060713233],"domain_scores_gemma":[0.9973709,0.0016137427,0.00012956717,0.00010671029,0.00042004813,0.0003590234],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00080315105,0.000097349475,0.00021437257,0.00005000699,0.0016973063,0.00013665938,0.00021837687,0.00011431165,0.0013802797],"category_scores_gemma":[0.004591706,0.00009958429,0.000028195167,0.0010842001,0.00013195108,0.00037357054,0.000029561397,0.00010525387,0.0007163309],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003143783,0.000055531855,0.015623547,0.000027889404,0.0000056328163,2.032614e-7,0.76944035,0.0000011837637,0.000019391087,0.06843093,0.08772813,0.05866406],"study_design_scores_gemma":[0.00038720111,0.000082764614,0.18697527,0.000059314443,0.000008163142,1.9911563e-7,0.41010875,0.000012124096,0.000120386394,0.017895723,0.3838263,0.0005238238],"about_ca_topic_score_codex":0.13400267,"about_ca_topic_score_gemma":0.047440402,"teacher_disagreement_score":0.35933164,"about_ca_system_score_codex":0.0005657956,"about_ca_system_score_gemma":0.0024931806,"threshold_uncertainty_score":0.9996024},"labels":[],"label_agreement":null},{"id":"W2149186682","doi":"10.2522/ptj.20130432","title":"Physical Therapy 2.0: Leveraging Social Media to Engage Patients in Rehabilitation and Health Promotion","year":2014,"lang":"en","type":"article","venue":"Physical Therapy","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fowler Kennedy Sport Medicine Clinic; Lawson Health Research Institute","funders":"Canadian Institutes of Health Research","keywords":"Social media; Promotion (chess); Health promotion; Health care; Rehabilitation; Perspective (graphical); Public relations; Globe; Medicine; Psychology; Nursing; Physical therapy; Public health; Political science; Computer science","score_opus":0.14170428286279918,"score_gpt":0.4325949774394583,"score_spread":0.2908906945766591,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2149186682","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9727381,0.000018907902,0.000037319107,0.024667976,0.0008024019,0.0015124629,0.0000020236992,0.00006719878,0.00015363816],"genre_scores_gemma":[0.995939,0.00010210727,0.00027442197,0.0006114456,0.0025214665,0.0005171038,0.000011544801,0.000020952013,0.0000019312324],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9972451,0.0012903842,0.00021322437,0.00032923114,0.00051237264,0.0004097025],"domain_scores_gemma":[0.9968246,0.0026445931,0.00011216948,0.00010688362,0.00010704335,0.00020468046],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013702385,0.0001364086,0.0002936271,0.00009426206,0.0005303767,0.000046717392,0.00012804159,0.000060807168,0.0000071798336],"category_scores_gemma":[0.0014382232,0.00013118907,0.000055070737,0.0005092375,0.00015917947,0.00021982186,0.000013589944,0.00023490828,0.000015456404],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000320113,0.0008493834,0.029061591,0.000009666268,0.000002876855,2.0141357e-8,0.45051968,0.0000012966107,0.000099536555,0.0069093904,0.0001135314,0.512401],"study_design_scores_gemma":[0.0010836689,0.0006497865,0.9529693,0.000029001174,0.0000011096118,9.064019e-9,0.0031289747,0.00012685281,0.00007551945,0.037047353,0.004704543,0.00018389891],"about_ca_topic_score_codex":0.0018158185,"about_ca_topic_score_gemma":0.00039961087,"teacher_disagreement_score":0.9239077,"about_ca_system_score_codex":0.00033856631,"about_ca_system_score_gemma":0.00015025745,"threshold_uncertainty_score":0.5349735},"labels":[],"label_agreement":null},{"id":"W2149291998","doi":"10.1197/jamia.m2563","title":"Impact of Research-based Synopses Delivered as Daily E-mail: A Prospective Observational Study","year":2007,"lang":"en","type":"article","venue":"Journal of the American Medical Informatics Association","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"College of Family Physicians of Canada; McGill University","funders":"","keywords":"Observational study; Computer science; Medicine; Internal medicine","score_opus":0.15393561496741492,"score_gpt":0.5228881553771285,"score_spread":0.3689525404097136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2149291998","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9931316,0.000018712179,0.00023246916,0.003941775,0.0010289006,0.0008525833,0.0000044944104,0.000011447231,0.0007780362],"genre_scores_gemma":[0.99793625,0.000038752278,0.00093115325,0.00032173021,0.00071898283,0.000020259176,0.0000014548702,0.000008097167,0.000023336024],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99179333,0.0010673685,0.0012931209,0.000059678423,0.0053536748,0.00043283592],"domain_scores_gemma":[0.98230696,0.009628922,0.004013098,0.00015974452,0.0035228166,0.00036847952],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.022700058,0.00009611131,0.0003825361,0.00027589334,0.00047952874,0.00005071023,0.0006275154,0.000116828065,0.00009341592],"category_scores_gemma":[0.09455895,0.000067724985,0.00021582756,0.0018897449,0.000733723,0.0003682973,0.000050185507,0.0007952373,0.0000101570195],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0001384528,0.00050204387,0.94383144,0.000012040889,0.00011368487,0.0000014382318,0.048089024,0.000058162084,0.000013171303,0.0002754758,0.0019171064,0.0050479663],"study_design_scores_gemma":[0.00059939106,0.00093647034,0.9504015,0.00009504481,0.00003796436,0.0000012836305,0.046484165,0.00017830265,0.000032609827,0.0008235932,0.00034367532,0.00006599695],"about_ca_topic_score_codex":0.0071754553,"about_ca_topic_score_gemma":0.00084603165,"teacher_disagreement_score":0.07185889,"about_ca_system_score_codex":0.0042023775,"about_ca_system_score_gemma":0.0067574787,"threshold_uncertainty_score":0.9996203},"labels":[],"label_agreement":null},{"id":"W2150691813","doi":"10.5430/jct.v3n1p94","title":"The Challenges of Professional Development in the Evolving World of Pharmacy Education","year":2014,"lang":"en","type":"article","venue":"Journal of Curriculum and Teaching","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Pharmacy; Pharmacist; Medical education; Professional development; Socialization; Pharmacy practice; Medicine; Psychology; Pedagogy; Engineering ethics; Nursing; Engineering","score_opus":0.06033552802849986,"score_gpt":0.41889030488240825,"score_spread":0.3585547768539084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2150691813","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97970164,0.003599305,0.000010135885,0.010198641,0.0029424236,0.00018832904,4.4239837e-8,0.0000014625035,0.0033580074],"genre_scores_gemma":[0.99842554,0.0003315218,0.000493182,0.000042441756,0.0006730387,0.000016231796,8.5521755e-8,0.0000022414667,0.000015712554],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9982862,0.0008184407,0.0003769842,0.000041471376,0.0003706115,0.000106282954],"domain_scores_gemma":[0.99742585,0.0018028268,0.00053404603,0.000041152332,0.0001553752,0.00004074598],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006423344,0.000039507853,0.00010350591,0.00008706082,0.0003900859,0.000015994014,0.00017998819,0.000018961735,0.0000040267955],"category_scores_gemma":[0.002807163,0.000022131338,0.0000241285,0.00009174642,0.00007344755,0.00015167023,0.000012184666,0.0002791848,1.5939843e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000053837803,0.00028045016,0.1748254,0.00006186407,0.0000063592356,7.390918e-8,0.19217052,8.2892797e-7,0.000027566057,0.08395042,0.0003393352,0.5483318],"study_design_scores_gemma":[0.0003625646,0.00004384534,0.67060184,0.0008307829,0.000020965663,0.0000037172258,0.16514999,0.000055877237,0.00006597264,0.0056993132,0.15707938,0.000085778905],"about_ca_topic_score_codex":0.00059925433,"about_ca_topic_score_gemma":0.0009315741,"teacher_disagreement_score":0.548246,"about_ca_system_score_codex":0.000058435395,"about_ca_system_score_gemma":0.00063611584,"threshold_uncertainty_score":0.3360639},"labels":[],"label_agreement":null},{"id":"W2152380229","doi":"10.7287/peerj.preprints.16","title":"The role of Twitter in the life cycle of a scientific publication","year":2013,"lang":"en","type":"article","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":60,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Publication; Publishing; Social media; Public relations; Intellectual property; Scientific publishing; Scientific progress; Internet privacy; Political science; Sociology; Computer science; World Wide Web; Law","score_opus":0.07318008262395792,"score_gpt":0.3792683179186161,"score_spread":0.3060882352946582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2152380229","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.927492,0.00010679433,0.0000018828362,0.04249083,0.0006693602,0.00081278215,2.3908672e-7,0.000007034122,0.028419072],"genre_scores_gemma":[0.9990128,0.000012383809,0.00006113832,0.00022901117,0.00012250342,0.00041047862,9.1856657e-7,0.0000017409172,0.00014902525],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9990008,0.00025895223,0.00019791402,0.00006964554,0.0003321298,0.00014057253],"domain_scores_gemma":[0.9979813,0.0014012711,0.00011886541,0.00017920384,0.0002814401,0.00003790462],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020230885,0.00002349894,0.000046217803,0.000044936492,0.00028922225,0.00008372099,0.00032057372,0.000034747252,0.00024539267],"category_scores_gemma":[0.0041860845,0.000013453317,0.000017466877,0.0006526405,0.00042326836,0.00016196462,0.000011515379,0.00005070373,0.000048386133],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000036666197,0.0002059329,0.22888891,0.000015587846,0.000005451068,7.270685e-9,0.40838614,0.0000012349896,0.0006236584,0.21745576,0.01669065,0.12772302],"study_design_scores_gemma":[0.0000786587,0.000014565972,0.68191373,0.0000079086085,0.0000036434624,2.7329486e-8,0.15886146,0.00014822415,0.00036961478,0.03788446,0.12067011,0.00004761775],"about_ca_topic_score_codex":0.025390012,"about_ca_topic_score_gemma":0.0034839744,"teacher_disagreement_score":0.4530248,"about_ca_system_score_codex":0.000027326803,"about_ca_system_score_gemma":0.0003513174,"threshold_uncertainty_score":0.9811},"labels":[],"label_agreement":null},{"id":"W2152915311","doi":"10.2310/8000.2014.141393","title":"Implementing peer review at an emergency medicine blog: bridging the gap between educators and clinical experts","year":2015,"lang":"en","type":"review","venue":"Canadian Journal of Emergency Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":77,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; University of Saskatchewan","funders":"","keywords":"Bridging (networking); Mandate; Transformative learning; Medicine; Knowledge translation; Social media; Medical education; Open educational resources; Public relations; Knowledge management; World Wide Web; Sociology; Pedagogy; Political science; Computer science","score_opus":0.6793595442075093,"score_gpt":0.6187289068538123,"score_spread":0.060630637353697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2152915311","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0003719467,0.8804853,0.0000023247503,0.041778702,0.07275396,0.0016917274,0.000022183085,0.000011190469,0.002882682],"genre_scores_gemma":[0.000048058468,0.93865806,0.000016464846,0.0002422908,0.05949951,0.00009050576,0.000099903904,0.00007040844,0.0012748181],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98814255,0.0030989891,0.00508089,0.00049672165,0.001905765,0.0012750746],"domain_scores_gemma":[0.9866674,0.0014949107,0.0039853766,0.00058309967,0.0027205562,0.004548689],"candidate_categories":["metaresearch","metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.035378326,0.00052389264,0.0029277985,0.0005350958,0.0015526793,0.000010397442,0.0012707394,0.00042349266,0.012718747],"category_scores_gemma":[0.044718925,0.0003409361,0.00042636454,0.0014670091,0.00094762724,0.00025288202,0.00006431968,0.0011649994,0.000016638553],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[8.1509086e-7,0.000009146952,0.010378105,0.0028360952,0.00013346857,0.0000072701696,0.013066353,3.848539e-9,9.936285e-9,0.00011859274,0.5850105,0.3884396],"study_design_scores_gemma":[0.00014889082,0.00023232373,0.00057384424,0.018904567,0.0023795469,0.000014001888,0.007894291,1.4022775e-7,3.4454393e-9,0.0002107481,0.9693497,0.0002919666],"about_ca_topic_score_codex":0.07269407,"about_ca_topic_score_gemma":0.15032034,"teacher_disagreement_score":0.38814762,"about_ca_system_score_codex":0.0012396362,"about_ca_system_score_gemma":0.011232651,"threshold_uncertainty_score":0.9999043},"labels":[],"label_agreement":null},{"id":"W2154571714","doi":"10.1109/cbms.2005.91","title":"Putting Fun into Function with QuizMed — An Interactive Medical Application","year":2005,"lang":"en","type":"article","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Upload; Computer science; Set (abstract data type); Variety (cybernetics); Function (biology); Resource (disambiguation); Multimedia; sort; Health professionals; World Wide Web; Health care; Information retrieval; Artificial intelligence","score_opus":0.041857476614643424,"score_gpt":0.427390219719275,"score_spread":0.3855327431046316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2154571714","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85822797,0.000057817608,0.04229421,0.06193413,0.002628227,0.001976099,3.8687568e-7,0.0005666142,0.032314572],"genre_scores_gemma":[0.9864393,0.000016222115,0.008066897,0.0011464527,0.0035534354,0.0006767796,0.000012854813,0.000010986593,0.00007708281],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984797,0.00022684736,0.00018992164,0.00023242581,0.0006324031,0.00023870601],"domain_scores_gemma":[0.9985392,0.000714945,0.00011219055,0.00012803232,0.00018711104,0.00031850478],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010564978,0.00007121935,0.000090469584,0.000063058265,0.00048158484,0.0000423258,0.00015530139,0.00013890941,0.0007793101],"category_scores_gemma":[0.0014734196,0.00006335978,0.000015416521,0.00034563773,0.00016077481,0.0006350506,0.000012615592,0.00017927257,0.00015609268],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034862584,0.000106626234,0.011870922,0.0000059958006,0.0000061364444,1.3804897e-7,0.051260512,0.000004143331,0.000036126923,0.010787407,0.00022355322,0.9256636],"study_design_scores_gemma":[0.0012792017,0.00063853606,0.16079342,0.00010995117,0.00006799808,0.0000029985201,0.14120844,0.00549423,0.00039911192,0.009695754,0.6796642,0.0006461609],"about_ca_topic_score_codex":0.015174378,"about_ca_topic_score_gemma":0.060835127,"teacher_disagreement_score":0.9250174,"about_ca_system_score_codex":0.00044337317,"about_ca_system_score_gemma":0.0006097243,"threshold_uncertainty_score":0.9913837},"labels":[],"label_agreement":null},{"id":"W2156088433","doi":"10.1136/bmjopen-2013-003013","title":"‘Have you seen what is on Facebook?’ The use of social networking software by healthcare professions students","year":2013,"lang":"en","type":"article","venue":"BMJ Open","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":94,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"Faculty of Medicine and Dentistry, University of Alberta; University of Alberta","keywords":"Thematic analysis; Social media; Medical education; Health care; Medicine; Pharmacy; Descriptive statistics; Nursing; Psychology; Qualitative research","score_opus":0.47075752383067265,"score_gpt":0.5599724187871822,"score_spread":0.08921489495650953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2156088433","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42735124,0.00024814173,0.000027484833,0.44389006,0.015076163,0.11099144,0.000066848705,0.00013025975,0.0022183536],"genre_scores_gemma":[0.88219535,0.00040780767,0.0009054206,0.035073727,0.005729265,0.066739224,0.00009000736,0.000110752,0.008748446],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968025,0.0011973551,0.00038693717,0.00025050936,0.00090965244,0.00045305153],"domain_scores_gemma":[0.9973028,0.0015689713,0.00040498158,0.00029176666,0.0002638098,0.00016771315],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0014775125,0.00012011823,0.00024405292,0.000030760457,0.0017227858,0.00062447053,0.0010418635,0.00019294176,0.00038175995],"category_scores_gemma":[0.00092015316,0.000094522446,0.000055196902,0.0002459741,0.00020967635,0.0008664052,0.00031950593,0.00027489744,0.00013818774],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044868928,0.0001727743,0.16997503,0.00006780016,0.00003721609,3.792725e-7,0.45447695,0.0000010062498,0.0000028190473,0.001185108,0.19381404,0.180222],"study_design_scores_gemma":[0.0005683075,0.00013626393,0.16527785,0.0009114664,0.000029491417,1.8207562e-7,0.24541083,0.000013567313,0.00003020548,0.0024828492,0.584765,0.00037394973],"about_ca_topic_score_codex":0.03235622,"about_ca_topic_score_gemma":0.0031791893,"teacher_disagreement_score":0.4548441,"about_ca_system_score_codex":0.00026732564,"about_ca_system_score_gemma":0.0007208259,"threshold_uncertainty_score":0.9995768},"labels":[],"label_agreement":null},{"id":"W2159563225","doi":"10.2196/med20.2269","title":"How Twitter Is Studied in the Medical Professions: A Classification of Twitter Papers Indexed in PubMed","year":2013,"lang":"en","type":"article","venue":"Medicine 2 0","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Microblogging; Social media; Affordance; Field (mathematics); Computer science; Data science; World Wide Web; Human–computer interaction","score_opus":0.21245139730439483,"score_gpt":0.4281741515082613,"score_spread":0.2157227542038665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2159563225","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6371804,0.00011274632,0.0000021290512,0.35705712,0.0011642438,0.001936777,2.3182056e-7,0.000009266776,0.0025370594],"genre_scores_gemma":[0.98785806,0.00015775087,0.000017706388,0.006508669,0.0007507714,0.004439487,0.000005572308,0.000007535725,0.0002544248],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966679,0.0011316452,0.00042726024,0.00020661393,0.0011750115,0.00039152222],"domain_scores_gemma":[0.99646574,0.002836063,0.00019507942,0.00022184895,0.00013539768,0.00014584637],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0041920566,0.00009452752,0.00025205713,0.0001865486,0.00011424972,0.000014755858,0.00038859004,0.00020030323,0.00049301516],"category_scores_gemma":[0.017125016,0.000058651196,0.000020879395,0.0010465005,0.0006094936,0.000121831836,0.000022910377,0.00040343235,0.000015339445],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009399658,0.00011896657,0.6393992,0.000032251053,0.0000046208393,0.0000013035378,0.31107587,1.250218e-8,0.00003687549,0.00025232637,0.023032302,0.026036894],"study_design_scores_gemma":[0.00050541566,0.000024219324,0.8621526,0.00012938783,0.000004780264,1.7918175e-7,0.12509121,0.000007653504,0.0000030674335,0.0005411852,0.0114890775,0.000051252297],"about_ca_topic_score_codex":0.016527975,"about_ca_topic_score_gemma":0.00932065,"teacher_disagreement_score":0.35067767,"about_ca_system_score_codex":0.00019469255,"about_ca_system_score_gemma":0.0003917754,"threshold_uncertainty_score":0.99115413},"labels":[],"label_agreement":null},{"id":"W2161521614","doi":"10.1136/postgradmedj-2014-133230","title":"Quality indicators for blogs and podcasts used in medical education: modified Delphi consensus recommendations by an international cohort of health professions educators","year":2015,"lang":"en","type":"review","venue":"Postgraduate Medical Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":178,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Royal College of Physicians and Surgeons of Canada; University of Saskatchewan","funders":"","keywords":"Medicine; Delphi method; Medical education; Delphi; Health professions; Cohort; Quality (philosophy); Consensus conference; Family medicine; MEDLINE; Medical physics; Health care; Pathology; Internal medicine","score_opus":0.32886848303074806,"score_gpt":0.5816670610092164,"score_spread":0.25279857797846833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2161521614","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009359243,0.7686859,0.00013930093,0.1875216,0.027629994,0.0059829215,0.00030333444,0.000055769135,0.00032194273],"genre_scores_gemma":[0.0032537098,0.99067634,0.0007748037,0.00079542346,0.0023085403,0.0012375661,0.0008603549,0.000053281303,0.000039980707],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9867626,0.006026,0.0030916443,0.00053175894,0.0028810725,0.00070695183],"domain_scores_gemma":[0.988436,0.00495688,0.0026089689,0.000280614,0.00072749984,0.0029900542],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.023809766,0.00035477252,0.0017948541,0.0008832583,0.0006887067,0.00008047929,0.0010372652,0.00095219817,0.0003228212],"category_scores_gemma":[0.04399349,0.0003164186,0.00021467428,0.0009741012,0.00095619576,0.00020776842,0.000095298354,0.0017742993,0.0000036040358],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013313764,0.0009149674,0.007420906,0.0008587172,0.000082711864,0.00000160682,0.010048589,1.6294049e-8,9.839218e-9,0.0020302203,0.014452467,0.9641765],"study_design_scores_gemma":[0.0008100404,0.0001218461,0.0017007429,0.007479689,0.00011694266,0.00008956365,0.008406136,0.000009810634,5.1378038e-8,0.0018418886,0.9790689,0.0003544312],"about_ca_topic_score_codex":0.0046468433,"about_ca_topic_score_gemma":0.0015831961,"teacher_disagreement_score":0.9646164,"about_ca_system_score_codex":0.0015960936,"about_ca_system_score_gemma":0.082030736,"threshold_uncertainty_score":0.9999288},"labels":[],"label_agreement":null},{"id":"W2163022423","doi":"10.1111/ijn.12411","title":"Do you use social media? A study into new nursing and midwifery graduates' uptake of social media","year":2015,"lang":"en","type":"article","venue":"International Journal of Nursing Practice","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Social media; Social work; Health professionals; Nursing; Medical education; Sociology; Health care; Medicine; Public relations; Psychology; Political science","score_opus":0.3411431121320573,"score_gpt":0.5240677677170255,"score_spread":0.18292465558496818,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2163022423","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8715227,0.0006672791,0.00023694902,0.09485005,0.031160465,0.00038723287,0.000005776575,0.000026488937,0.0011430401],"genre_scores_gemma":[0.9841736,0.0001233445,0.0044564223,0.00014995008,0.011047298,0.0000068744744,0.0000039511456,0.000023666209,0.000014875446],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9953119,0.0009846854,0.0008335631,0.00020301585,0.0023784232,0.00028836794],"domain_scores_gemma":[0.9882415,0.006792241,0.0016434434,0.00007803931,0.0028350733,0.00040972664],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0037514507,0.00015463453,0.00035567474,0.00037889378,0.00036928244,0.00029764613,0.00048280784,0.00017292224,0.000026979078],"category_scores_gemma":[0.060121134,0.00016631007,0.00009804624,0.0004028952,0.0005350446,0.0021774846,0.000027138802,0.00053269224,0.0000051542543],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00061889633,0.0010517688,0.0016273425,0.0000032711519,0.00011278361,0.00002374782,0.7512275,0.0000018301059,0.000028123599,0.0050237114,0.0073411916,0.23293981],"study_design_scores_gemma":[0.0031844662,0.00030801073,0.07927618,0.0005526847,0.0005314184,0.00013426265,0.8271959,0.000009821018,0.000034625486,0.03514791,0.05330279,0.00032197323],"about_ca_topic_score_codex":0.0009122176,"about_ca_topic_score_gemma":0.0002921398,"teacher_disagreement_score":0.23261784,"about_ca_system_score_codex":0.0013814179,"about_ca_system_score_gemma":0.0024303766,"threshold_uncertainty_score":0.94779587},"labels":[],"label_agreement":null},{"id":"W2163355612","doi":"10.1109/cbms.2013.6627781","title":"Personal Health Information detection in unstructured web documents","year":2013,"lang":"en","type":"article","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science; Unstructured data; World Wide Web; Personally identifiable information; Information retrieval; Data mining; Computer security; Big data","score_opus":0.03257382506238612,"score_gpt":0.3690349548432962,"score_spread":0.3364611297809101,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2163355612","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96983737,0.000023484918,0.0000789286,0.014848232,0.0038270894,0.0015685904,8.008902e-7,0.000083649415,0.0097318385],"genre_scores_gemma":[0.9977922,0.000062321196,0.00036422716,0.0010464458,0.0002754633,0.0003914161,0.00000590566,0.0000026556665,0.00005940757],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.998968,0.0001683998,0.00022956579,0.00007107871,0.00029410687,0.00026885612],"domain_scores_gemma":[0.999483,0.00014922184,0.0001018667,0.000044673598,0.00008324287,0.00013801486],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00048092555,0.00004831023,0.000074335265,0.00013036796,0.00027926164,0.00007340331,0.000068163004,0.000079249985,0.0010095085],"category_scores_gemma":[0.00064304256,0.000049073038,0.000015321164,0.00039659935,0.000053145697,0.0011887035,0.0000066273496,0.00010561605,0.00031574504],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000042767324,0.000019340905,0.037304953,0.00002669315,0.0000022212846,2.6060015e-8,0.1458227,0.0000010931781,0.000028287855,0.0022913197,0.0020793288,0.8124198],"study_design_scores_gemma":[0.00064900896,0.00007342145,0.7842718,0.000028475795,0.000001770632,5.442096e-7,0.07373491,0.00075491157,0.00007023664,0.00427396,0.13593586,0.00020512506],"about_ca_topic_score_codex":0.121683575,"about_ca_topic_score_gemma":0.030895822,"teacher_disagreement_score":0.8122146,"about_ca_system_score_codex":0.0007344236,"about_ca_system_score_gemma":0.00064127514,"threshold_uncertainty_score":0.9999037},"labels":[],"label_agreement":null},{"id":"W2164369202","doi":"10.15273/dmj.vol40no1.3791","title":"Social Networking in Medicine: The VIIth Nerve Facebook Page","year":2013,"lang":"en","type":"article","venue":"Dalhousie Medical Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of British Columbia; McGill University; Dalhousie University","funders":"","keywords":"Popularity; Social media; Demographics; Internet privacy; Health care; Cyberpsychology; Social network (sociolinguistics); World Wide Web; Psychology; Medical education; Computer science; Medicine; Sociology; Political science","score_opus":0.10036583451301255,"score_gpt":0.40501087316274836,"score_spread":0.3046450386497358,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2164369202","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41741693,0.0010466024,0.00025504187,0.51334673,0.02114472,0.0025758343,6.542236e-7,0.00011932904,0.044094175],"genre_scores_gemma":[0.95626664,0.000875144,0.00006613474,0.0051713134,0.03688805,0.00047976873,0.0000023692282,0.000026667767,0.00022390595],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9950577,0.001364515,0.0006281822,0.00017759114,0.0019625695,0.0008094103],"domain_scores_gemma":[0.9959988,0.002791005,0.0002844699,0.00011313587,0.00017401997,0.0006385485],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006023865,0.00013603397,0.00028432877,0.000111957466,0.0016060692,0.00012683163,0.00073925365,0.0002984971,0.005747574],"category_scores_gemma":[0.00625465,0.000090194684,0.000073582974,0.0006030853,0.0011366927,0.00022882718,0.000058801117,0.0014721538,0.00019917212],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012083365,0.000086834305,0.040628627,0.0000151431395,0.00002337752,0.000074232295,0.22259371,0.0000017320108,0.000011869906,0.0035880255,0.12327715,0.6096872],"study_design_scores_gemma":[0.0010551176,0.00007245811,0.15460563,0.00028574065,0.000028589026,0.000051035997,0.038329102,0.00021908243,0.0000015878985,0.013319659,0.79175764,0.0002743848],"about_ca_topic_score_codex":0.009541218,"about_ca_topic_score_gemma":0.004160416,"teacher_disagreement_score":0.66848046,"about_ca_system_score_codex":0.00034487824,"about_ca_system_score_gemma":0.0013553046,"threshold_uncertainty_score":0.9996937},"labels":[],"label_agreement":null},{"id":"W2166094437","doi":"10.3109/0142159x.2014.955088","title":"Medical education and the war with the machines","year":2014,"lang":"en","type":"article","venue":"Medical Teacher","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"NOSM University","funders":"","keywords":"Medical education; Psychology; Medicine","score_opus":0.02784447651511696,"score_gpt":0.38456831653571133,"score_spread":0.3567238400205944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2166094437","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34654275,0.0008150608,0.00017681645,0.61997885,0.0021198448,0.00057740184,6.5927715e-8,0.000054096017,0.029735094],"genre_scores_gemma":[0.9837135,0.0002981764,0.0000575068,0.008389811,0.0057613784,0.000563514,0.0000019430577,0.0000113858805,0.0012028057],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968206,0.0013812488,0.00013669804,0.00013814511,0.001306597,0.00021668077],"domain_scores_gemma":[0.9972395,0.0020951775,0.00006420709,0.00016344673,0.000060331666,0.00037737325],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006341671,0.000068339774,0.000115739946,0.000016577475,0.0006339772,0.000025870911,0.00035436414,0.00016288589,0.0022450918],"category_scores_gemma":[0.030813383,0.000029809557,0.000020920976,0.00018496628,0.0020091948,0.000049172966,0.00003130224,0.00043515,0.000031479674],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027864784,0.00013847323,0.07279362,0.00001484621,0.000013485923,3.6134327e-7,0.098367475,3.7809695e-8,5.1760924e-8,0.07235547,0.040109277,0.716179],"study_design_scores_gemma":[0.00067355105,0.000025821653,0.02184932,0.000055416196,0.000025386225,0.0000047650287,0.009511223,0.00097485894,1.9687046e-7,0.0043933857,0.9623933,0.00009280833],"about_ca_topic_score_codex":0.0079509495,"about_ca_topic_score_gemma":0.0052314517,"teacher_disagreement_score":0.922284,"about_ca_system_score_codex":0.000044836535,"about_ca_system_score_gemma":0.0013993159,"threshold_uncertainty_score":0.998667},"labels":[],"label_agreement":null},{"id":"W2168036391","doi":"10.3109/0142159x.2015.1044956","title":"Exploring digital professionalism","year":2015,"lang":"en","type":"article","venue":"Medical Teacher","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":98,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; NOSM University","funders":"","keywords":"Digital media; Reputation; Accountability; Public relations; The Internet; Engineering ethics; Digital health; Medical education; Health care; Psychology; Sociology; Medicine; Computer science; Political science; Engineering; World Wide Web","score_opus":0.7189160178815327,"score_gpt":0.508213017236134,"score_spread":0.2107030006453987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2168036391","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8861837,0.0001626332,0.000030799485,0.03850617,0.00978004,0.00032917914,3.0662497e-7,0.00015693862,0.06485028],"genre_scores_gemma":[0.99249303,0.000029299668,0.00004981463,0.0002708893,0.0041666925,0.0005344034,0.0000051398156,0.00001103616,0.0024396973],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99793214,0.00022137204,0.00015288095,0.00012772805,0.001280788,0.00028511006],"domain_scores_gemma":[0.99883544,0.0002911588,0.00003720151,0.00008966171,0.00008354681,0.0006629603],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017340134,0.000053040723,0.000089756206,0.00003140449,0.00017162968,0.00003389464,0.00020120559,0.00012320366,0.0013331993],"category_scores_gemma":[0.029384635,0.000046870224,0.00002442416,0.00021081115,0.00023221286,0.00039963794,0.00003562763,0.00027026332,0.00042793868],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011840583,0.0002699931,0.18112898,0.000012482012,0.000008880889,0.000012139993,0.32189324,9.887166e-8,2.5709318e-7,0.014382546,0.026964271,0.45531526],"study_design_scores_gemma":[0.00018506363,0.000012161996,0.0042895772,0.000038025417,0.0000022445738,4.6800682e-7,0.018515969,0.000017869896,8.7056276e-7,0.0024268087,0.9744295,0.000081459475],"about_ca_topic_score_codex":0.0013446305,"about_ca_topic_score_gemma":0.000083383326,"teacher_disagreement_score":0.9474652,"about_ca_system_score_codex":0.0002300558,"about_ca_system_score_gemma":0.0013412568,"threshold_uncertainty_score":0.9995797},"labels":[],"label_agreement":null},{"id":"W2168212203","doi":"10.1016/j.colegn.2014.04.002","title":"A social media approach to inform youth about breast cancer and smoking: An exploratory descriptive study","year":2014,"lang":"en","type":"article","venue":"Collegian Journal of the Royal College of Nursing Australia","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":55,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia, Okanagan Campus; Okanagan University College; University of British Columbia","funders":"Canadian Institutes of Health Research; Centers for Disease Control and Prevention; Canadian Breast Cancer Research Alliance; Canadian Cancer Society; Partenariat Canadien Contre Le Cancer; Breast Cancer Alliance","keywords":"Social media; Descriptive research; Exploratory research; Breast cancer; Descriptive statistics; Psychology; Cancer; Environmental health; Medicine; Sociology; Political science; Social science; Statistics; Internal medicine","score_opus":0.2116573481245806,"score_gpt":0.4021019507997573,"score_spread":0.1904446026751767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2168212203","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98773754,0.000041796044,0.000015481899,0.0035093497,0.006561798,0.001036167,0.0000877171,0.000013290624,0.0009968401],"genre_scores_gemma":[0.99697787,0.000003018371,0.00028197453,0.000045531753,0.002449517,0.000048468213,6.2186086e-7,0.00002123861,0.00017178203],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.996845,0.00089494925,0.0006443986,0.00019718219,0.0009879575,0.00043048649],"domain_scores_gemma":[0.99752134,0.00030062115,0.00073951954,0.0001742043,0.00076861575,0.0004957233],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025226213,0.00018623317,0.00047209812,0.00022678098,0.0011726767,0.00007029524,0.0006180356,0.00017007445,0.000023668395],"category_scores_gemma":[0.0011479768,0.0001555969,0.000109301254,0.0009787651,0.00063083833,0.00031903473,0.00003491284,0.00042215886,7.728681e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033790333,0.00073454244,0.021707257,0.000026613136,0.000065897024,0.0000012707657,0.9631937,0.00007065008,0.0000052227883,0.0024563451,0.0065121953,0.0048883907],"study_design_scores_gemma":[0.0011445424,0.0003325304,0.33715057,0.0004007239,0.00024799904,0.000005733019,0.6589579,0.000027551594,0.000014261386,0.00047792986,0.0010199106,0.00022034202],"about_ca_topic_score_codex":0.00063690555,"about_ca_topic_score_gemma":0.00068186346,"teacher_disagreement_score":0.3154433,"about_ca_system_score_codex":0.0009778328,"about_ca_system_score_gemma":0.0010858697,"threshold_uncertainty_score":0.9019399},"labels":[],"label_agreement":null},{"id":"W2168479101","doi":"10.1016/j.jneb.2012.06.006","title":"Facebook Is an Effective Strategy to Recruit Low-income Women to Online Nutrition Education","year":2013,"lang":"en","type":"article","venue":"Journal of Nutrition Education and Behavior","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":137,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Overweight; Nutrition Education; Gerontology; Low income; Body mass index; Biopsychosocial model; Competence (human resources); Psychology; Medicine; Environmental health; Social psychology; Psychiatry; Sociology","score_opus":0.06531372567560577,"score_gpt":0.4301031532503563,"score_spread":0.3647894275747505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2168479101","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97645277,0.00016827999,0.000025839638,0.00999274,0.0052591604,0.007929539,0.000016136635,0.00002751784,0.00012802439],"genre_scores_gemma":[0.96558636,0.00029125065,0.003913224,0.002009028,0.0047769644,0.023045693,0.000032898934,0.00002269394,0.00032185443],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9979853,0.00039058572,0.00058584637,0.00024187959,0.0004655353,0.00033086332],"domain_scores_gemma":[0.99647677,0.00024295959,0.0003787455,0.00015112013,0.0016862002,0.0010641842],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00065133633,0.00015378829,0.0002627371,0.00059272675,0.0003732533,0.00022823531,0.00020008325,0.00017722459,0.00089518266],"category_scores_gemma":[0.0005476355,0.000166227,0.000058931208,0.00061365776,0.00007129888,0.0010605869,0.000013060199,0.0002494757,0.0001094927],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004019584,0.022607634,0.0072685787,0.00017309618,0.000008629823,4.0855673e-7,0.055340245,4.0481822e-7,0.0026525632,0.0002819412,0.007925348,0.90370095],"study_design_scores_gemma":[0.0007740744,0.0018066842,0.66447854,0.00077641767,0.00007200614,0.00002105872,0.17716692,0.0000013650794,0.0006828446,0.002479705,0.15139076,0.0003496004],"about_ca_topic_score_codex":0.0010531949,"about_ca_topic_score_gemma":0.00019246683,"teacher_disagreement_score":0.90335137,"about_ca_system_score_codex":0.0012621479,"about_ca_system_score_gemma":0.001384947,"threshold_uncertainty_score":0.9801622},"labels":[],"label_agreement":null},{"id":"W2169205257","doi":"10.1177/1460458213476969","title":"Empowering patients through social media: The benefits and challenges","year":2014,"lang":"en","type":"review","venue":"Health Informatics Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":365,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Social media; Misinformation; Usability; Empowerment; Health care; Perspective (graphical); MEDLINE; Internet privacy; Public relations; Patient Empowerment; Psychology; Medicine; Medical education; Political science; Computer science; World Wide Web","score_opus":0.3542448282004571,"score_gpt":0.48591462334788693,"score_spread":0.13166979514742982,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2169205257","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000024373468,0.9796529,0.0000119216675,0.007024204,0.010220777,0.0014477493,0.000014437677,0.00003580408,0.001567873],"genre_scores_gemma":[0.0000097266375,0.9926618,0.00049018057,0.00066532573,0.0059339753,0.00018714152,0.000016814114,0.000032874417,0.0000021798317],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99483836,0.0010754141,0.0020779376,0.00011710582,0.0010569213,0.0008342741],"domain_scores_gemma":[0.9918693,0.0041268347,0.003083887,0.00017024882,0.00030128768,0.00044850013],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005686094,0.0002982346,0.0012179086,0.00015159408,0.003928039,0.00025583978,0.0005366437,0.00046137607,0.000025446363],"category_scores_gemma":[0.0048525752,0.0002113046,0.00019390749,0.0003095494,0.0003094813,0.00047182897,0.000087340326,0.0014052001,0.000046429494],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[5.690638e-7,0.0000113351825,0.0000069367006,0.006724928,0.000013942332,6.272181e-8,0.22871791,5.6055942e-8,3.0325866e-12,0.0046226955,0.0010011796,0.7589004],"study_design_scores_gemma":[0.00012976435,0.00003862373,0.00012440007,0.004272825,0.00005753745,0.0000102946315,0.012303864,7.206061e-7,4.8075693e-10,0.0004199746,0.9824669,0.0001751407],"about_ca_topic_score_codex":0.00011453676,"about_ca_topic_score_gemma":0.00042415282,"teacher_disagreement_score":0.9814657,"about_ca_system_score_codex":0.00084031536,"about_ca_system_score_gemma":0.0030695552,"threshold_uncertainty_score":0.9973687},"labels":[],"label_agreement":null},{"id":"W2170269038","doi":"10.1136/postgradmedj-2015-133353","title":"Thou shalt not tweet unprofessionally: an appreciative inquiry into the professional use of social media","year":2015,"lang":"en","type":"review","venue":"Postgraduate Medical Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; University of Ottawa; Queen's University","funders":"","keywords":"Appreciative inquiry; Social media; Medicine; Perception; Public relations; Focus group; Feeling; Thou; Compromise; Qualitative research; Nursing; Medical education; Social psychology; Psychology; Sociology; Pedagogy","score_opus":0.5309656251840907,"score_gpt":0.5571569203545206,"score_spread":0.02619129517042984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2170269038","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0027915104,0.8914942,0.000027950822,0.034170493,0.067622826,0.003441479,0.00008898286,0.00010009566,0.00026244155],"genre_scores_gemma":[0.00026888348,0.9684065,0.00047519786,0.0007114552,0.02913848,0.0005377828,0.0002351175,0.00009584956,0.00013072354],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9768639,0.012393379,0.0022420601,0.00053542905,0.006950381,0.0010148172],"domain_scores_gemma":[0.971088,0.021906687,0.0028715306,0.0003668627,0.0018204199,0.0019464935],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.016290514,0.0005652182,0.0021584942,0.00037898246,0.0022536016,0.00017387119,0.002142842,0.0016053793,0.0006436186],"category_scores_gemma":[0.067562304,0.00034697956,0.00061845395,0.0012579556,0.0026761035,0.00066182116,0.0003399422,0.004517171,0.00007943288],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003578373,0.00023610813,0.0000460469,0.0006466506,0.000099343444,0.000016129003,0.22862479,3.813258e-8,4.1231058e-8,0.0021854748,0.0121323755,0.7559772],"study_design_scores_gemma":[0.0003029437,0.00006342392,0.0004416974,0.0058516036,0.0004009262,0.000029175962,0.018811073,0.0000033480412,1.5959714e-7,0.0026466092,0.9710811,0.00036793298],"about_ca_topic_score_codex":0.0008108858,"about_ca_topic_score_gemma":0.0014337719,"teacher_disagreement_score":0.95894873,"about_ca_system_score_codex":0.0013370314,"about_ca_system_score_gemma":0.0314971,"threshold_uncertainty_score":0.9998982},"labels":[],"label_agreement":null},{"id":"W2170722669","doi":"10.1136/bmj.328.7449.1166","title":"Health related virtual communities and electronic support groups: systematic review of the effects of online peer to peer interactions","year":2004,"lang":"en","type":"review","venue":"BMJ","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1296,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto General Hospital; University Health Network","funders":"","keywords":"PsycINFO; CINAHL; Psychological intervention; Peer support; Psychology; Context (archaeology); Peer group; Social support; MEDLINE; Medicine; Medical education; Social psychology; Psychiatry","score_opus":0.09065460793283579,"score_gpt":0.4788379043068755,"score_spread":0.3881832963740397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2170722669","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000899632,0.9697211,0.0000018145068,0.014129463,0.0032746736,0.01258533,0.000032203116,0.000021923315,0.00014357755],"genre_scores_gemma":[0.00037391493,0.9965602,0.0000311952,0.00037264178,0.00020146008,0.0016439595,0.000092830145,0.000025140678,0.00069865084],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99381304,0.0033471354,0.0015547804,0.00013790734,0.00082301645,0.00032409953],"domain_scores_gemma":[0.9919987,0.0051276563,0.0017568328,0.00048515646,0.0004984997,0.00013320055],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004740672,0.00019263255,0.0019808672,0.0001296369,0.00028611723,0.000013463136,0.00046237724,0.0001582162,0.000036725618],"category_scores_gemma":[0.02120405,0.00013858787,0.00025726794,0.0007876305,0.00021014512,0.00007158137,0.00007798652,0.0005849741,0.000011698485],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[6.5333893e-7,0.000068633606,0.000004348983,0.9521135,0.000069349066,1.4799727e-7,0.02519849,3.2102978e-8,8.8533785e-9,0.0029058815,0.0021827105,0.017456241],"study_design_scores_gemma":[0.00004902629,0.00014651906,0.000023635901,0.7745779,0.0005728908,0.0000092222535,0.004182458,5.7143822e-8,4.9167056e-8,0.00007226455,0.22026323,0.00010274545],"about_ca_topic_score_codex":0.0069904267,"about_ca_topic_score_gemma":0.0050331745,"teacher_disagreement_score":0.21808052,"about_ca_system_score_codex":0.0011140578,"about_ca_system_score_gemma":0.0057866015,"threshold_uncertainty_score":0.9998497},"labels":[],"label_agreement":null},{"id":"W2172525350","doi":"10.2196/publichealth.5014","title":"Agenda Setting for Health Promotion: Exploring an Adapted Model for the Social Media Era","year":2015,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":55,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Social media; Newspaper; Promotion (chess); Health promotion; Public relations; Psychological intervention; Exploratory research; Public health; Psychology; Political science; Sociology; Medicine; Computer science; Social science; World Wide Web; Politics; Media studies; Nursing","score_opus":0.5181288405312493,"score_gpt":0.4762350278642579,"score_spread":0.04189381266699138,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2172525350","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1546272,0.0017232185,0.018410763,0.80641186,0.007295753,0.010785908,0.0001731599,0.00039516407,0.00017698233],"genre_scores_gemma":[0.97065187,0.00051459455,0.0044771577,0.0048299567,0.006312828,0.012951821,0.00017410936,0.00004371382,0.000043926055],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967411,0.00077741424,0.0005104009,0.0003724813,0.00049275253,0.0011058056],"domain_scores_gemma":[0.9950305,0.002698561,0.00036590768,0.00017227585,0.0005296264,0.0012030783],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.010492485,0.00014497271,0.00032885864,0.00007841819,0.0030665994,0.00016814348,0.00025204875,0.000116732976,0.000003996358],"category_scores_gemma":[0.0074957493,0.00012969208,0.00005156202,0.00040517867,0.000172209,0.0005131889,0.000023435508,0.00020222589,0.0000011717891],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005285408,0.00012245285,0.006524598,0.00026691175,0.000008547242,7.930016e-8,0.48783502,0.0000108440345,1.7589353e-7,0.011605854,0.017871985,0.47570068],"study_design_scores_gemma":[0.0020123282,0.00062075007,0.025548212,0.0000305869,0.0000015197004,0.0000016987285,0.13656627,0.04952497,1.4910322e-7,0.0034452763,0.781768,0.00048023913],"about_ca_topic_score_codex":0.00096199365,"about_ca_topic_score_gemma":0.011281556,"teacher_disagreement_score":0.81602466,"about_ca_system_score_codex":0.00060245954,"about_ca_system_score_gemma":0.009623571,"threshold_uncertainty_score":0.9982313},"labels":[],"label_agreement":null},{"id":"W2175529652","doi":"10.1043/0003-3219(2006)076[0092:coiup]2.0.co;2","title":"Canadian orthodontist Internet user profile.","year":2006,"lang":"en","type":"article","venue":"PubMed","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"The Internet; Internet access; Odds; Odds ratio; Medicine; Work (physics); Computer science; Logistic regression; World Wide Web; Engineering; Internal medicine","score_opus":0.07171621414714127,"score_gpt":0.31948551696462574,"score_spread":0.24776930281748447,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2175529652","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.67101604,0.00019633076,0.000020590029,0.029592734,0.012840018,0.0037254214,0.000011889912,0.00015789008,0.28243905],"genre_scores_gemma":[0.9778504,0.000008450453,0.0002280123,0.00033325536,0.002137504,0.007160959,0.000015051837,0.000010913218,0.012255476],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99874806,0.00015812271,0.00014621991,0.00014508207,0.00021266256,0.00058984826],"domain_scores_gemma":[0.9991643,0.00024810148,0.000053371536,0.00009449312,0.000075722775,0.00036404654],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007548554,0.000055856464,0.00007823894,0.00009203901,0.00023404085,0.000072188304,0.00016628644,0.000097948636,0.00024470748],"category_scores_gemma":[0.0012730382,0.00006268456,0.000024895597,0.00029790518,0.000096384014,0.00012574978,0.000007745171,0.00008998071,0.00011790834],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002196583,0.000020375577,0.7430979,0.0000073323095,0.0000033748506,0.0000029903674,0.0033869615,1.9619141e-7,1.6375682e-7,0.03546091,0.0760486,0.14196898],"study_design_scores_gemma":[0.000028789242,8.2638525e-7,0.5352841,0.0000011758016,0.000002129555,1.07978885e-7,0.00020470946,3.7231635e-7,0.0000058202013,0.00027376518,0.46415576,0.000042460084],"about_ca_topic_score_codex":0.9647542,"about_ca_topic_score_gemma":0.97918284,"teacher_disagreement_score":0.38810715,"about_ca_system_score_codex":0.0009764734,"about_ca_system_score_gemma":0.000652414,"threshold_uncertainty_score":0.26793754},"labels":[],"label_agreement":null},{"id":"W2175727072","doi":"10.1016/j.wneu.2015.11.011","title":"The Current Use of Social Media in Neurosurgery","year":2015,"lang":"en","type":"article","venue":"World Neurosurgery","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":82,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"","keywords":"Popularity; Social media; Medicine; Neurosurgery; Online search; Internet privacy; Private practice; Public relations; Medical education; Advertising; World Wide Web; Family medicine; Psychology; Business; Computer science; Surgery; Social psychology; Political science","score_opus":0.2906716487917142,"score_gpt":0.40257000585793107,"score_spread":0.11189835706621687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2175727072","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9378044,0.0004766908,0.0000011156277,0.013678049,0.046313543,0.0005870068,0.0000073668853,0.00007831266,0.0010535143],"genre_scores_gemma":[0.9970353,0.0003921802,0.000009189003,0.00032723197,0.0018598664,0.00021876088,0.00000400642,0.00002388874,0.00012955962],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99645865,0.0012891483,0.0006488425,0.00023833879,0.0008060116,0.00055902905],"domain_scores_gemma":[0.9786433,0.020376237,0.00033437865,0.00020450888,0.00019016697,0.00025141845],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0025850658,0.00012232157,0.00026842393,0.00030450174,0.00041286563,0.000097472985,0.00024259201,0.00005615444,0.000015455502],"category_scores_gemma":[0.032321997,0.00011156153,0.00010447941,0.0017911679,0.0005764913,0.00028593247,0.000050433948,0.0003897351,0.000022556742],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012086805,0.0002818225,0.57963073,0.00003062881,0.00000412769,0.000013225179,0.050077863,0.000008731543,0.00003308628,0.015117464,0.11680963,0.2378718],"study_design_scores_gemma":[0.00008384414,0.0000037192467,0.2703954,0.000017893402,0.0000040749956,1.7097699e-7,0.00052447827,0.000005357161,0.00002120068,0.00069121376,0.72815573,0.000096908065],"about_ca_topic_score_codex":0.0006443131,"about_ca_topic_score_gemma":0.009662654,"teacher_disagreement_score":0.6113461,"about_ca_system_score_codex":0.00017983934,"about_ca_system_score_gemma":0.0011706756,"threshold_uncertainty_score":0.9758292},"labels":[],"label_agreement":null},{"id":"W2181132504","doi":"10.1186/s12302-015-0062-5","title":"A guide for using social media in environmental science and a case study by the Students of SETAC","year":2015,"lang":"en","type":"article","venue":"Environmental Sciences Europe","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Outreach; Social media; Public relations; Sociology; Political science; Psychology","score_opus":0.17552197636354552,"score_gpt":0.43858997926817905,"score_spread":0.2630680029046335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2181132504","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968426,0.00022120451,0.0000038182216,0.00033096242,0.0007134228,0.0015593105,0.000022309923,0.000007104179,0.0002992616],"genre_scores_gemma":[0.9993683,0.00003133349,0.00022831853,0.00007374673,0.00016137463,0.000105389976,0.0000011002251,0.000008155503,0.000022267624],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9968425,0.00040662225,0.00031987458,0.00038308618,0.0016318073,0.00041613594],"domain_scores_gemma":[0.99883795,0.00066828966,0.0001764957,0.000105999636,0.00001389966,0.00019734372],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0067202323,0.00010711969,0.000147742,0.00009248636,0.0014228619,0.0000935672,0.0006122925,0.000035271423,0.000018015344],"category_scores_gemma":[0.0014052578,0.00008800602,0.00001769469,0.00063967955,0.0050350996,0.0003995635,0.00024156099,0.00009157769,0.0000036635179],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016730748,0.00084514776,0.55140275,0.0000040090167,0.0000055811106,0.000023393915,0.42924225,0.000008608246,0.002169903,0.00011888463,0.0002592531,0.015903508],"study_design_scores_gemma":[0.0011619502,0.000364213,0.13686375,0.000009240504,0.00003245995,0.000035933754,0.8505356,0.00017607243,0.00017502216,0.0000895317,0.010300752,0.00025548998],"about_ca_topic_score_codex":0.0039336765,"about_ca_topic_score_gemma":0.0015596647,"teacher_disagreement_score":0.42129332,"about_ca_system_score_codex":0.0006424064,"about_ca_system_score_gemma":0.00037806339,"threshold_uncertainty_score":0.99987715},"labels":[],"label_agreement":null},{"id":"W2181946525","doi":"10.5596/c15-021","title":"Mobile Device Use in Pharmacy: A Multi-Institutional Study","year":2015,"lang":"en","type":"article","venue":"Journal of the Canadian Health Libraries Association / Journal de l Association de bilbiothèques de la santé du Canada","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Dalhousie University; University of Waterloo; University of Manitoba; University of Alberta; University of Saskatchewan","funders":"University of Saskatchewan","keywords":"Pharmacy; Mobile device; Medical education; Survey instrument; Psychology; Medicine; Family medicine; Applied psychology; Computer science; World Wide Web","score_opus":0.05556585985042658,"score_gpt":0.36407364919189245,"score_spread":0.3085077893414659,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2181946525","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94998014,0.013576882,0.000065424654,0.025554117,0.008787063,0.001436731,0.00010340071,0.000030056324,0.00046616717],"genre_scores_gemma":[0.98321503,0.0037174944,0.0015742268,0.008051049,0.0030964243,0.00006385211,0.000004502652,0.000030487614,0.00024693567],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.98668164,0.00846147,0.0013870377,0.00017618411,0.0019470471,0.0013466201],"domain_scores_gemma":[0.9866334,0.0059703034,0.0033414802,0.00015146579,0.0016088355,0.002294512],"candidate_categories":["metaresearch","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.020347916,0.00022713325,0.0005349963,0.00044992406,0.0019044663,0.0013205725,0.000758283,0.00035321477,0.00007900347],"category_scores_gemma":[0.052810043,0.00020966998,0.00016807146,0.0011930962,0.00009051915,0.0019003275,0.000038128255,0.0016957391,0.0000021340666],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000029914012,0.00013943834,0.83826375,0.000010849673,0.00009437232,0.0000701569,0.04363538,0.0005715545,8.810748e-7,0.00030998953,0.116058856,0.0008148539],"study_design_scores_gemma":[0.0016500019,0.000091717004,0.45345983,0.000089105415,0.00004595522,0.00008074848,0.01273116,0.00017751446,0.000005058846,0.00064516446,0.5308313,0.00019247897],"about_ca_topic_score_codex":0.9262098,"about_ca_topic_score_gemma":0.98468584,"teacher_disagreement_score":0.41477242,"about_ca_system_score_codex":0.11685213,"about_ca_system_score_gemma":0.20863733,"threshold_uncertainty_score":0.99971616},"labels":[],"label_agreement":null},{"id":"W2186241315","doi":"10.2196/mededu.4580","title":"Creating a Pilot Educational Psychiatry Website: Opportunities, Barriers, and Next Steps","year":2015,"lang":"en","type":"article","venue":"JMIR Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medical education; Process (computing); Educational resources; Psychology; Multimedia; Medicine; Computer science; Pedagogy","score_opus":0.14469047246327152,"score_gpt":0.43701399570598953,"score_spread":0.29232352324271804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2186241315","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6273382,0.0024323775,0.000015203492,0.31115124,0.02170235,0.0014949695,0.0000041185554,0.0001281207,0.035733446],"genre_scores_gemma":[0.9587742,0.00080971577,0.0032836879,0.012201003,0.01800353,0.0039432077,0.00015099511,0.00004587992,0.0027877467],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973065,0.00043350193,0.00039283803,0.00030289474,0.0011753986,0.00038885797],"domain_scores_gemma":[0.99601054,0.0008353782,0.0002005821,0.00018688946,0.0003958366,0.0023707596],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017342826,0.00013728993,0.00017307156,0.00015399288,0.0006705394,0.00013267924,0.0002509058,0.00021856406,0.0021666011],"category_scores_gemma":[0.017874787,0.000150029,0.000027479738,0.0004139794,0.00049504486,0.00051284285,0.000034667293,0.00031030984,0.00006660184],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005165003,0.00092271273,0.18751745,0.00013904939,0.000019809815,6.436553e-7,0.18186145,1.4518368e-7,0.0000026127418,0.23261482,0.22656207,0.17030758],"study_design_scores_gemma":[0.0005765586,0.00015612932,0.068946846,0.00028441296,0.000027127093,0.000010328499,0.20927477,0.000039155813,7.224524e-7,0.014792422,0.7055697,0.00032182428],"about_ca_topic_score_codex":0.0062894826,"about_ca_topic_score_gemma":0.0012625069,"teacher_disagreement_score":0.47900763,"about_ca_system_score_codex":0.00053668587,"about_ca_system_score_gemma":0.05013755,"threshold_uncertainty_score":0.99874556},"labels":[],"label_agreement":null},{"id":"W2189376981","doi":"10.4300/jgme-d-15-00436.1","title":"A Blog Literacy Level Project: Analyzing the Relationship Between FOAMed Resource Characteristics in Blog Posts and Knowledge Dissemination","year":2015,"lang":"en","type":"article","venue":"Journal of Graduate Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; University of Manitoba","funders":"","keywords":"Resource (disambiguation); Knowledge management; Literacy; World Wide Web; Social media; Dissemination; Microblogging; Computer science; Business; Data science; Psychology; Telecommunications; Pedagogy","score_opus":0.3115019439465056,"score_gpt":0.507945645730235,"score_spread":0.19644370178372944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2189376981","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9432532,0.00079063483,0.00006211361,0.052638948,0.0023389554,0.00048132642,0.0000021628261,0.000010217504,0.00042244847],"genre_scores_gemma":[0.99595684,0.00018039791,0.00035898396,0.00014223368,0.0031612124,0.00006167239,0.000021568194,0.000011462342,0.00010560934],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967311,0.001205327,0.0008145409,0.00014003829,0.0008595563,0.00024941342],"domain_scores_gemma":[0.9910156,0.0068253702,0.0007479191,0.000119421624,0.0008293873,0.00046226467],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.008124655,0.000102993436,0.00024797,0.00039228852,0.0003023014,0.00010208612,0.00027096178,0.0001865974,0.000008391528],"category_scores_gemma":[0.08712136,0.00008107822,0.00004264231,0.0009933858,0.00028619866,0.00035352263,0.000028342982,0.0007030082,0.0000043849186],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019071227,0.00017860979,0.6899877,0.00003167448,0.00000649333,0.000001122091,0.15440418,2.8515366e-8,0.0000010263974,0.001666023,0.0024459846,0.15125808],"study_design_scores_gemma":[0.00025377987,0.000064608415,0.9617934,0.0005240186,0.000044104912,0.0000110971605,0.021668022,0.000033503253,0.000001973914,0.005390375,0.010123871,0.000091206966],"about_ca_topic_score_codex":0.0009093517,"about_ca_topic_score_gemma":0.0003413013,"teacher_disagreement_score":0.27180573,"about_ca_system_score_codex":0.0005622032,"about_ca_system_score_gemma":0.0070294435,"threshold_uncertainty_score":0.99859977},"labels":[],"label_agreement":null},{"id":"W2190109595","doi":"10.1016/j.ajodo.2015.10.001","title":"Attracting orthodontic patients via the Internet: A 20-year evolution","year":2015,"lang":"en","type":"article","venue":"American Journal of Orthodontics and Dentofacial Orthopedics","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Greo","funders":"","keywords":"The Internet; Referral; Face (sociological concept); Medicine; Family medicine; World Wide Web; Computer science; Sociology","score_opus":0.07035222922155603,"score_gpt":0.36105977182668997,"score_spread":0.29070754260513393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2190109595","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9813243,0.00030859167,0.009793098,0.0019779776,0.0053862086,0.0003976818,0.0000030424692,0.00001824567,0.0007908445],"genre_scores_gemma":[0.9942772,0.00029012383,0.003264057,0.00024349657,0.0018220141,0.00001175555,0.000002510699,0.000021522332,0.00006732596],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99683535,0.00082791963,0.00069838343,0.00016475038,0.0010704068,0.0004031758],"domain_scores_gemma":[0.9958939,0.0009705927,0.0012280133,0.00013972398,0.0011854544,0.0005823448],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037516765,0.00015147626,0.00036309258,0.00015756821,0.0003794282,0.0001296424,0.00027592824,0.00008777043,0.000013736968],"category_scores_gemma":[0.007396661,0.00011996721,0.00012184249,0.0006378166,0.0007477326,0.0003720493,0.00005972426,0.00044654508,0.000008748192],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007174299,0.00006790021,0.89320564,0.000004846566,0.000026923643,0.000004466202,0.018244201,0.000005278983,9.602161e-7,0.00090931915,0.00029708148,0.087161615],"study_design_scores_gemma":[0.0011674396,0.0012010494,0.799358,0.00009232887,0.0002529092,0.000028594293,0.035758622,0.000092947506,0.0000026032546,0.0006130221,0.16106793,0.00036456386],"about_ca_topic_score_codex":0.0036384163,"about_ca_topic_score_gemma":0.0020065475,"teacher_disagreement_score":0.16077085,"about_ca_system_score_codex":0.00031522373,"about_ca_system_score_gemma":0.00095393165,"threshold_uncertainty_score":0.8855028},"labels":[],"label_agreement":null},{"id":"W2190772807","doi":"10.2196/mededu.4886","title":"Developing a Curriculum to Promote Professionalism for Medical Students Using Social Media: Pilot of a Workshop and Blog-Based Intervention","year":2015,"lang":"en","type":"article","venue":"JMIR Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Curriculum; Social media; Medical education; Intervention (counseling); Psychology; Computer-assisted web interviewing; Medicine; Pedagogy; Nursing; Computer science; World Wide Web","score_opus":0.20669317899977555,"score_gpt":0.5519086782481389,"score_spread":0.34521549924836337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2190772807","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94225687,0.000177461,0.0016655648,0.044648163,0.008551528,0.0026273094,0.000002204396,0.000040553612,0.000030325606],"genre_scores_gemma":[0.98741126,0.000007549736,0.0055974433,0.0012244317,0.0027453795,0.002931604,0.000041941068,0.000019719831,0.000020675529],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99583685,0.00046494743,0.0005641774,0.00028556085,0.0024987967,0.000349649],"domain_scores_gemma":[0.99722594,0.00096768554,0.0002783253,0.00009042461,0.0006468127,0.00079082616],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0045332965,0.00011992001,0.0002537436,0.00018020319,0.00029895603,0.000041655985,0.00040690714,0.00032993624,0.00014874377],"category_scores_gemma":[0.033880588,0.00011767945,0.000048413105,0.0006223857,0.00028183992,0.00013598097,0.00008557241,0.00023136332,0.0000042325355],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031832833,0.0064694635,0.049159,0.0008334916,0.000058132126,0.0000018656233,0.44706437,4.8313416e-7,0.000015880578,0.03774695,0.010920228,0.4474118],"study_design_scores_gemma":[0.014220725,0.0012756676,0.21772191,0.016443545,0.0003282519,0.000013915041,0.59898084,0.0022359216,0.00015097285,0.041915547,0.10467313,0.0020395806],"about_ca_topic_score_codex":0.0013838524,"about_ca_topic_score_gemma":0.0011670291,"teacher_disagreement_score":0.44537222,"about_ca_system_score_codex":0.0006266041,"about_ca_system_score_gemma":0.011731855,"threshold_uncertainty_score":0.99387074},"labels":[],"label_agreement":null},{"id":"W2202899536","doi":"10.1503/cmaj.150976","title":"Medical journals, impact and social media: an ecological study of the Twittersphere","year":2015,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":69,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Impact factor; Popularity; Social media; Citation; Confidence interval; Mainstream; Index (typography); Bibliometrics; Medicine; Computer science; Psychology; Library science; World Wide Web; Internal medicine; Political science","score_opus":0.10401374080674901,"score_gpt":0.4086696797503397,"score_spread":0.30465593894359067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2202899536","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92045027,0.00016832975,0.0000016521917,0.07272341,0.005559126,0.00036508776,0.0000062109743,0.000013313124,0.0007126146],"genre_scores_gemma":[0.98987955,0.00008588809,0.000014623528,0.0024990628,0.007468577,0.000024820483,0.0000014989458,0.000011931567,0.000014059708],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9903386,0.0030633996,0.0006751052,0.00017254446,0.0050790114,0.00067130796],"domain_scores_gemma":[0.991892,0.0019616897,0.0005730464,0.000099411234,0.0010372505,0.004436599],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.013481928,0.00012776049,0.00034373868,0.0001340992,0.0012640331,0.0001535733,0.00068092835,0.0008147878,0.003148141],"category_scores_gemma":[0.058547124,0.00009216268,0.00009476364,0.0005637766,0.0003224218,0.00027796044,0.000040880957,0.0015945976,0.000013855924],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010296686,0.00037524124,0.7652457,0.0000029641863,0.00006541771,0.0000568878,0.17108291,0.0000010446529,2.4948972e-7,0.00030253993,0.02797439,0.034882408],"study_design_scores_gemma":[0.0012185059,0.00016989367,0.8127695,0.000027634665,0.00003505353,0.000051570118,0.14234842,0.000020145682,1.8052057e-7,0.00082067406,0.04241366,0.0001248163],"about_ca_topic_score_codex":0.038223095,"about_ca_topic_score_gemma":0.60208577,"teacher_disagreement_score":0.5638627,"about_ca_system_score_codex":0.00267198,"about_ca_system_score_gemma":0.02154574,"threshold_uncertainty_score":0.9977631},"labels":[],"label_agreement":null},{"id":"W2207432099","doi":"10.18438/b8k896","title":"Bibliometric Analysis Identifies Publication Trends and Most Common Research Topics Related to Internet Health Information Seeking Behaviour","year":2015,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"The Internet; Bibliometrics; Computer science; Information seeking behavior; Information retrieval; Library science; Publication; Ranking (information retrieval); Data science; World Wide Web; Medicine; Political science","score_opus":0.15227747825365415,"score_gpt":0.4626628808784112,"score_spread":0.310385402624757,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2207432099","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16353211,0.001001114,0.0012445748,0.8224036,0.0012625793,0.0013719703,0.000018652585,0.00024600193,0.008919406],"genre_scores_gemma":[0.9697201,0.0020576527,0.0025211289,0.024264885,0.00017261594,0.0003166676,0.00049528346,0.000007693903,0.0004439351],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99646765,0.001363468,0.00074731815,0.00014545741,0.00096694456,0.00030917273],"domain_scores_gemma":[0.9949058,0.0030059146,0.00059514993,0.00021579248,0.0007467344,0.0005305771],"candidate_categories":["metaresearch","bibliometrics","scholarly_communication"],"consensus_categories":["bibliometrics","scholarly_communication"],"category_scores_codex":[0.007668237,0.00009561238,0.00017326175,0.033444732,0.0006046563,0.0019234222,0.00023689299,0.00014118357,0.00010824507],"category_scores_gemma":[0.028134426,0.000103389095,0.000023746064,0.10572375,0.00012463279,0.1935696,0.00011003713,0.00034490094,0.000057354857],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015371408,0.00006226161,0.16761553,0.00012877965,0.000043227807,3.694424e-7,0.08797123,0.000056917997,5.909141e-7,0.084415704,0.03815951,0.6213922],"study_design_scores_gemma":[0.00015660343,0.00014608502,0.40851668,0.00008046457,0.000039323033,0.0000012420802,0.016672261,0.0015139538,0.0000108915165,0.00011747157,0.57263184,0.000113165595],"about_ca_topic_score_codex":0.0041709766,"about_ca_topic_score_gemma":0.000026479747,"teacher_disagreement_score":0.80618805,"about_ca_system_score_codex":0.00017827454,"about_ca_system_score_gemma":0.00096326706,"threshold_uncertainty_score":0.99911267},"labels":[],"label_agreement":null},{"id":"W2209325923","doi":"10.14236/jhi.v19i4.815","title":"Emergency medicine residents' beliefs about contributing to aGoogle DocsTM presentation: a survey protocol","year":2011,"lang":"en","type":"article","venue":"Journal of Innovation in Health Informatics","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Centre intégré de santé et de services sociaux de Chaudière-Appalaches","funders":"","keywords":"Presentation (obstetrics); Protocol (science); Certification; Medical education; Health care; Medicine; Psychology; Alternative medicine","score_opus":0.27695456684594955,"score_gpt":0.5143881034901439,"score_spread":0.2374335366441943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2209325923","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.61206996,0.00024201813,0.033910543,0.048453905,0.0414943,0.23787206,0.00004950671,0.0001710865,0.025736606],"genre_scores_gemma":[0.6899046,0.0017961162,0.14438727,0.021213654,0.021562696,0.11964002,0.0002016714,0.00019450953,0.0010994922],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9899368,0.00070602907,0.0075892205,0.00007612316,0.0010894976,0.00060229586],"domain_scores_gemma":[0.98826134,0.0008720899,0.0063744537,0.00015196162,0.004068725,0.00027143976],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03044892,0.000121323625,0.00037758905,0.0009929794,0.00049877097,0.000022049862,0.0003482071,0.000126623,0.0004556098],"category_scores_gemma":[0.054892305,0.00011410716,0.000023959667,0.004745508,0.00009136475,0.0008283138,0.000035593333,0.00041831355,0.000018375125],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012255483,0.0000965439,0.6353269,0.0005096101,0.00000932437,6.219275e-7,0.33183149,0.000023956045,0.0000013108425,0.009667768,0.014741168,0.007668747],"study_design_scores_gemma":[0.0010338093,0.00047749054,0.92428684,0.0007499601,0.0000026182784,0.0000026508656,0.020104926,0.000028088445,0.000014637755,0.0018904108,0.05128102,0.00012756778],"about_ca_topic_score_codex":0.018398028,"about_ca_topic_score_gemma":0.003373593,"teacher_disagreement_score":0.31172657,"about_ca_system_score_codex":0.0008254532,"about_ca_system_score_gemma":0.0025616891,"threshold_uncertainty_score":0.9983569},"labels":[],"label_agreement":null},{"id":"W2216198425","doi":"10.1017/cem.2015.107","title":"CAEP Residents’ Section: A Unified Voice for Canadian Emergency Medicine Trainees","year":2015,"lang":"en","type":"review","venue":"Canadian Journal of Emergency Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University Health Centre; Canadian Association of Emergency Physicians","funders":"","keywords":"Medicine; Section (typography); Content (measure theory); Call to action; Medical education; Medical emergency; Advertising","score_opus":0.48916721585438805,"score_gpt":0.5176751101392164,"score_spread":0.02850789428482836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2216198425","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000016249856,0.7740847,0.000016617438,0.013954624,0.19538943,0.0023376285,0.00008292892,0.000016186803,0.014101672],"genre_scores_gemma":[0.00004086949,0.9282885,0.000043549167,0.00010528706,0.066490926,0.0003242032,0.00013139205,0.000105859675,0.004469411],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9923808,0.0010006115,0.0034671302,0.0004734544,0.0011899476,0.0014880596],"domain_scores_gemma":[0.98515123,0.00089014426,0.0023904783,0.0004525077,0.0035744614,0.007541161],"candidate_categories":["metaresearch","metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007692228,0.0006070486,0.002478266,0.0024918925,0.0013757931,0.000011739395,0.0013281964,0.0008994196,0.013783541],"category_scores_gemma":[0.03478339,0.0005213367,0.0004992279,0.0029723851,0.00055638264,0.00029434112,0.000008847179,0.0011300466,0.00003693452],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0000066409075,0.000010833044,0.00023864864,0.0030028948,0.0001997895,0.00002915724,0.039369658,5.2857996e-7,8.480283e-8,0.0011254466,0.8669479,0.08906845],"study_design_scores_gemma":[0.00036669284,0.00041623684,0.00013194332,0.006131943,0.0012371588,0.000014814496,0.0101482915,4.7553186e-7,1.08814255e-8,0.0011768654,0.97996545,0.00041012917],"about_ca_topic_score_codex":0.94540113,"about_ca_topic_score_gemma":0.9918936,"teacher_disagreement_score":0.15420385,"about_ca_system_score_codex":0.004878076,"about_ca_system_score_gemma":0.058388967,"threshold_uncertainty_score":0.9999243},"labels":[],"label_agreement":null},{"id":"W2216238565","doi":"10.2319/angl-86-01-164-165.1","title":"Pursue Angle Society membership to satisfy your passion","year":2015,"lang":"en","type":"editorial","venue":"The Angle Orthodontist","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Passion; Attendance; Aside; Set (abstract data type); Psychology; Sociology; Political science; Law; Media studies; Social psychology; Art; Literature","score_opus":0.1568332803025902,"score_gpt":0.43260104177867387,"score_spread":0.2757677614760837,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2216238565","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0015043883,0.001101498,0.00006288911,0.019912617,0.96264815,0.0024080072,0.0001672514,0.00026478543,0.011930403],"genre_scores_gemma":[0.00077102135,0.00069905585,0.002187465,0.0005972144,0.98599344,0.0011367691,0.00030932322,0.000114254566,0.008191462],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9935319,0.0016185055,0.000548373,0.00065328303,0.0026187836,0.0010291645],"domain_scores_gemma":[0.99107844,0.0057555255,0.0005097365,0.0008207988,0.0010783948,0.00075712276],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0071453927,0.000389787,0.0005995335,0.00008681298,0.0015918451,0.0003196038,0.0012712242,0.0013964331,0.00034150353],"category_scores_gemma":[0.02401554,0.00033116952,0.00030295845,0.0010001005,0.0004556409,0.00021870712,0.00020285738,0.0011952731,0.00055661396],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026450425,0.000044354554,0.00062452676,0.000050440973,0.000030401918,0.0000027737235,0.048005875,8.4192703e-7,0.000002062939,0.0006422251,0.93478173,0.015788294],"study_design_scores_gemma":[0.00018198145,0.00008221578,0.0008413205,0.00013054987,0.000079475285,2.9014208e-7,0.0075340485,0.0000011687424,0.0000049633068,0.0010766198,0.9896812,0.00038617398],"about_ca_topic_score_codex":0.044048857,"about_ca_topic_score_gemma":0.036235154,"teacher_disagreement_score":0.05489944,"about_ca_system_score_codex":0.0013341827,"about_ca_system_score_gemma":0.0041663293,"threshold_uncertainty_score":0.99991405},"labels":[],"label_agreement":null},{"id":"W2239106233","doi":"10.1200/jop.2015.006429","title":"ReCAP: Social Media Use Among Physicians and Trainees: Results of a National Medical Oncology Physician Survey","year":2016,"lang":"en","type":"article","venue":"Journal of Oncology Practice","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":84,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Princess Margaret Cancer Centre; Queen's University; University of Waterloo; University of Calgary; St. Michael's Hospital","funders":"","keywords":"Social media; Mentorship; Medicine; Oncology; Internal medicine; Descriptive statistics; Health care; Family medicine; Medical education; World Wide Web; Statistics","score_opus":0.20960541282877213,"score_gpt":0.49017199924367777,"score_spread":0.2805665864149056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2239106233","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.852921,0.000106853906,0.00006314814,0.13115324,0.006319643,0.00035181284,0.00006219705,0.000015453968,0.009006655],"genre_scores_gemma":[0.9899489,0.0014735498,0.0011937369,0.0017475472,0.005557769,0.000020022386,0.00000488338,0.000015309002,0.000038226884],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9921494,0.004946445,0.0009999224,0.00018226578,0.0013869244,0.0003350345],"domain_scores_gemma":[0.8968824,0.0975028,0.0028750335,0.00007074461,0.0023974343,0.00027156007],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.015331469,0.00011276285,0.0005314901,0.00019177659,0.00029241716,0.00001989345,0.00030018052,0.00053333753,0.000042625525],"category_scores_gemma":[0.2808519,0.0000914425,0.000087216016,0.00045611148,0.0015102287,0.0013324557,0.000035434783,0.00056460843,0.000005694474],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002492255,0.0018822488,0.012712538,0.000016501313,0.00024522317,0.0000740636,0.22104248,6.006951e-7,0.00037152617,0.00434414,0.038637534,0.7181809],"study_design_scores_gemma":[0.0042293095,0.0011290322,0.45570338,0.00015639016,0.00012514123,0.000047528516,0.028969722,0.0000031324298,0.000051181494,0.0016569783,0.5077308,0.00019743032],"about_ca_topic_score_codex":0.0020511132,"about_ca_topic_score_gemma":0.013208212,"teacher_disagreement_score":0.7179835,"about_ca_system_score_codex":0.0010427464,"about_ca_system_score_gemma":0.007045451,"threshold_uncertainty_score":0.9985837},"labels":[],"label_agreement":null},{"id":"W2239772706","doi":"10.15252/embr.201541782","title":"Are you failing at scientific social media?","year":2015,"lang":"en","type":"article","venue":"EMBO Reports","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Social media; Political science; Internet privacy; Public relations; Computer science; Law","score_opus":0.2616283217874198,"score_gpt":0.4252157916116268,"score_spread":0.16358746982420702,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2239772706","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94079614,0.00025278606,0.0000033948945,0.0058705397,0.040062103,0.00046629517,0.0000019265858,0.00016715255,0.012379673],"genre_scores_gemma":[0.99306524,0.0000044681715,0.00015525018,0.000115647,0.005173594,0.00016452286,0.000018641205,0.000016792266,0.0012858242],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973856,0.00022978107,0.00039228183,0.0003785167,0.0011389555,0.0004748443],"domain_scores_gemma":[0.9977928,0.00047970997,0.0006030201,0.00022932599,0.00045751716,0.00043763698],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0036299196,0.000094985044,0.00018608461,0.00009891332,0.0015975812,0.00015175939,0.00013977155,0.00017130525,0.00022449663],"category_scores_gemma":[0.021204414,0.00010470562,0.00006146002,0.00060334,0.0005171272,0.00023196555,0.00005877681,0.00013886264,0.00015876298],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010054927,0.00009963827,0.35609,0.000026390542,0.000010304808,0.00021464723,0.5037986,0.0000030358037,0.000049521044,0.0014874184,0.12565686,0.012553547],"study_design_scores_gemma":[0.00010910665,0.000006030803,0.06517643,0.000022790897,0.00001637088,0.000011942177,0.04541866,0.0000024056528,0.00012479007,0.007530808,0.8813664,0.0002142888],"about_ca_topic_score_codex":0.0011834574,"about_ca_topic_score_gemma":0.00748384,"teacher_disagreement_score":0.7557095,"about_ca_system_score_codex":0.00091972994,"about_ca_system_score_gemma":0.0013076598,"threshold_uncertainty_score":0.9997022},"labels":[],"label_agreement":null},{"id":"W2251697782","doi":"10.1016/j.jtcvs.2015.12.026","title":"Journal changes and initiatives","year":2016,"lang":"en","type":"editorial","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"","keywords":"World Wide Web; App store; Android (operating system); Download; Code (set theory); Publication; Computer science; Smartphone application; Internet privacy; Multimedia; Information retrieval; Medicine; Advertising; Set (abstract data type)","score_opus":0.05637339168883772,"score_gpt":0.3935237488850133,"score_spread":0.3371503571961756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2251697782","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0047023073,0.15038687,0.000084374995,0.0015694301,0.8427737,0.00017155404,0.000012501405,0.000009935699,0.00028936556],"genre_scores_gemma":[0.0028171656,0.26755065,0.00008458819,0.00002529508,0.72944057,0.000015196429,0.0000017593683,0.000026939415,0.000037840928],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9947376,0.002025799,0.000631715,0.00020613329,0.0019901146,0.00040861228],"domain_scores_gemma":[0.98245776,0.014536292,0.0010628426,0.00016816401,0.0012749775,0.0004999593],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.014679239,0.00022317945,0.0012493585,0.00047974245,0.00062125165,0.0002320969,0.00019889385,0.0007475958,0.00003575207],"category_scores_gemma":[0.030181987,0.0001728685,0.0007615608,0.00021103054,0.0004554383,0.0005261515,0.0000434859,0.001011362,0.0000026355128],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004817637,0.000014254178,0.0008889611,0.00018673076,0.0009779755,0.000086490865,0.005645916,7.862504e-8,5.8914634e-7,0.000012506621,0.46905428,0.52308404],"study_design_scores_gemma":[0.00009352138,0.000039156508,0.0008362562,0.00094936666,0.00059938786,0.00006980268,0.0022080468,3.77321e-8,0.0000043293126,0.00035463704,0.9946458,0.00019965744],"about_ca_topic_score_codex":0.00014167512,"about_ca_topic_score_gemma":0.00004108123,"teacher_disagreement_score":0.52559155,"about_ca_system_score_codex":0.00018844336,"about_ca_system_score_gemma":0.002689591,"threshold_uncertainty_score":0.97798723},"labels":[],"label_agreement":null},{"id":"W2260143504","doi":"10.1016/j.wneu.2016.01.087","title":"Social Media Metrics and Bibliometric Profiles of Neurosurgical Departments and Journals: Is There a Relationship?","year":2016,"lang":"en","type":"article","venue":"World Neurosurgery","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":68,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Michael's Hospital; Toronto Western Hospital; University of Toronto","funders":"","keywords":"Social media; Accreditation; Medicine; Bibliometrics; Medical education; Library science; World Wide Web; Computer science","score_opus":0.22885418847871541,"score_gpt":0.414867894221078,"score_spread":0.1860137057423626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2260143504","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9824025,0.002080314,0.000005151064,0.012450174,0.0020044926,0.00038034178,0.000020822728,0.000043038595,0.0006131802],"genre_scores_gemma":[0.99524623,0.0035954686,0.000049001217,0.00022857648,0.0006401542,0.0000811298,8.770802e-7,0.000019135676,0.00013943158],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974291,0.0006821209,0.0004951618,0.00027875925,0.0007548959,0.00035996482],"domain_scores_gemma":[0.97767484,0.02139642,0.00038210826,0.00010593031,0.00016931751,0.00027140073],"candidate_categories":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.0016886799,0.00012218113,0.00028317882,0.009312577,0.0005436088,0.000085611326,0.00011791448,0.000112625494,0.00013439516],"category_scores_gemma":[0.02116254,0.00009759446,0.000064545624,0.027121196,0.0005078531,0.00033182936,0.000049946735,0.0001710369,0.0000073586684],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001617298,0.00005133623,0.95039356,0.000022793372,0.000005277935,0.0000040725226,0.0025451349,7.4176936e-9,0.00007332437,0.0018144732,0.003165202,0.04190862],"study_design_scores_gemma":[0.00020734643,0.000013187472,0.9660642,0.000033738765,0.000018825313,0.000002111896,0.00017678358,7.4354796e-7,0.00011948759,0.0017816861,0.03147894,0.000102917285],"about_ca_topic_score_codex":0.00007729436,"about_ca_topic_score_gemma":0.000108904394,"teacher_disagreement_score":0.041805707,"about_ca_system_score_codex":0.00005894629,"about_ca_system_score_gemma":0.0002088982,"threshold_uncertainty_score":0.9935578},"labels":[{"model":"gemma","categories":["bibliometrics"],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["bibliometrics","metaresearch"],"domain":"evaluation","study_design":"design_other","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"}],"label_agreement":"split"},{"id":"W2261297252","doi":"10.3138/ptc.2014-41","title":"Current Uses (and Potential Misuses) of Facebook: An Online Survey in Physiotherapy","year":2016,"lang":"en","type":"article","venue":"Physiotherapy Canada","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université de Montréal; Centre for Interdisciplinary Research in Rehabilitation","funders":"","keywords":"Social media; Health professionals; Rehabilitation; Psychology; Health care; Nursing; Medical education; Medicine; Political science; Physical therapy","score_opus":0.1254224440712581,"score_gpt":0.43175370481920966,"score_spread":0.3063312607479516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2261297252","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99496865,0.00044373024,0.000021260561,0.001652509,0.0020738968,0.0007075371,0.000097730874,0.000016814598,0.000017865492],"genre_scores_gemma":[0.9958972,0.0031166878,0.000053623346,0.0002053032,0.00058004237,0.00008780988,0.000009944996,0.00002119924,0.00002819662],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99817836,0.00054804067,0.00026009284,0.00024139494,0.00044198788,0.00033011902],"domain_scores_gemma":[0.99858135,0.0007734368,0.00015106598,0.00017708335,0.0001320174,0.00018501858],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003671207,0.000120416895,0.00023405637,0.00007959712,0.00012972209,0.000013514807,0.00020610727,0.000052304815,0.00019693215],"category_scores_gemma":[0.00020326294,0.00009999018,0.000024054674,0.00029003414,0.00020334555,0.00016961733,0.000008207158,0.00007083681,0.0000010282855],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018896782,0.0005524169,0.41738743,0.00007474443,0.000027787883,0.0000011038604,0.012126625,0.000007700485,0.024535423,0.0007125198,0.0013419647,0.5430433],"study_design_scores_gemma":[0.00077391847,0.00006216457,0.9639013,0.000095098425,0.0000022031263,6.9187976e-8,0.00067112927,0.00001007316,0.00071617216,0.00044861005,0.033122633,0.00019666576],"about_ca_topic_score_codex":0.9680746,"about_ca_topic_score_gemma":0.988357,"teacher_disagreement_score":0.54651386,"about_ca_system_score_codex":0.00041536064,"about_ca_system_score_gemma":0.0024664265,"threshold_uncertainty_score":0.43753344},"labels":[],"label_agreement":null},{"id":"W2262283354","doi":"10.1007/s00345-015-1725-y","title":"The state and potential of social media in bladder cancer","year":2015,"lang":"en","type":"review","venue":"World Journal of Urology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":30,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kingston General Hospital; Queen's University","funders":"","keywords":"Medicine; Social media; Interpersonal communication; The Internet; Health care; Bladder cancer; Family medicine; Public relations; Cancer; Internal medicine; World Wide Web; Psychology; Political science","score_opus":0.12046895042990784,"score_gpt":0.4517701040214173,"score_spread":0.33130115359150947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2262283354","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002169231,0.98390055,7.0547964e-7,0.004119005,0.011016684,0.0003380307,0.00000700735,0.0000017349397,0.00039937397],"genre_scores_gemma":[0.0004892776,0.99625623,0.000015471707,0.00004729489,0.0029602225,0.000046227975,8.3285795e-7,0.0000130454955,0.00017142342],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967534,0.0015359318,0.0008828552,0.00010056504,0.00041543186,0.00031183977],"domain_scores_gemma":[0.99478364,0.0031829777,0.0015097236,0.00006034327,0.00032777208,0.00013557325],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003319222,0.000117347496,0.00090502854,0.00030432228,0.00014923552,0.00001862099,0.00033012382,0.00019458102,0.00007631621],"category_scores_gemma":[0.0019378505,0.000083286955,0.00012674819,0.000495901,0.00072607433,0.000063037485,0.000034811186,0.0006879064,0.0000030196363],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019461348,0.000016597913,0.00004889995,0.00017157837,0.000044435357,0.000005838173,0.020213224,5.439897e-7,2.4227933e-8,0.00045053905,0.0027703634,0.9762585],"study_design_scores_gemma":[0.00014682655,0.00002445227,0.0003133066,0.0001515801,0.00018815963,0.0000055213827,0.00065062434,2.1105416e-7,4.7436e-9,0.0021213102,0.99633765,0.000060361057],"about_ca_topic_score_codex":0.00054410676,"about_ca_topic_score_gemma":0.023711491,"teacher_disagreement_score":0.9935673,"about_ca_system_score_codex":0.00033263702,"about_ca_system_score_gemma":0.0050982265,"threshold_uncertainty_score":0.99410325},"labels":[],"label_agreement":null},{"id":"W2271444329","doi":"10.2147/jmdh.s94676","title":"Facebook as a tool for communication, collaboration, and informal knowledge exchange among members of a multisite family health team","year":2016,"lang":"en","type":"article","venue":"Journal of Multidisciplinary Healthcare","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Psychology; Medical education; Family medicine; Medicine","score_opus":0.06808472496836765,"score_gpt":0.4284020270992536,"score_spread":0.360317302130886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2271444329","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94529057,0.005896498,0.00017196608,0.042520285,0.0016092284,0.0040358845,0.00007346014,0.000027055261,0.00037503007],"genre_scores_gemma":[0.9810497,0.0121034365,0.0051851724,0.0002103005,0.0006601349,0.00051503733,0.000008560686,0.000026520234,0.00024113178],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99678534,0.00084622286,0.0012710524,0.00017259059,0.00047947673,0.00044528587],"domain_scores_gemma":[0.99248296,0.0027554648,0.0017383352,0.00025422033,0.0022560502,0.00051296584],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0041333754,0.00015712791,0.0004837922,0.00028666592,0.0011548531,0.000031817657,0.0003289823,0.00020911077,0.000022887256],"category_scores_gemma":[0.0029071867,0.0001278841,0.0000969385,0.00043230335,0.000502579,0.0008931376,0.00008933125,0.00021710875,0.0000042507672],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047873994,0.00023803448,0.21618563,0.0012444591,0.000042558702,0.000001052908,0.59563655,0.0000035348119,0.00009089085,0.0023840645,0.0048359586,0.17885852],"study_design_scores_gemma":[0.004258823,0.0018813388,0.7263922,0.0022916559,0.000042144464,0.000012861889,0.16173147,0.00007016486,0.000099634286,0.001278038,0.10156539,0.00037626814],"about_ca_topic_score_codex":0.0038100774,"about_ca_topic_score_gemma":0.01760255,"teacher_disagreement_score":0.5102066,"about_ca_system_score_codex":0.00069687463,"about_ca_system_score_gemma":0.0039438168,"threshold_uncertainty_score":0.9822636},"labels":[],"label_agreement":null},{"id":"W2274402945","doi":"10.1200/jco.2007.25.18_suppl.17072","title":"A survey of Canadian medical oncologists on internet use for medical information and a needs assessment for an oncology education website","year":2007,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"The Internet; Medicine; Family medicine; Medical education; Medical information; Resource (disambiguation); World Wide Web; Computer science","score_opus":0.4223304626900674,"score_gpt":0.6306965290303078,"score_spread":0.2083660663402404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2274402945","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9361285,0.000057072186,0.0023741918,0.038737554,0.017524928,0.0016051892,0.000021972282,0.000009294959,0.0035412856],"genre_scores_gemma":[0.9774178,0.0007412686,0.008802603,0.009687097,0.0031809297,0.00008734094,0.000040232488,0.000010618663,0.000032069795],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9936239,0.0019395679,0.0029746296,0.0001338561,0.0009065308,0.0004215092],"domain_scores_gemma":[0.92933,0.06303011,0.002589786,0.00011686112,0.002499524,0.0024337203],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.060360882,0.00010670973,0.00086475525,0.0008265378,0.00014710805,0.000027512648,0.0003858585,0.0015364678,0.00013929435],"category_scores_gemma":[0.24299349,0.000093474584,0.00013914164,0.000488947,0.0006565875,0.0005218667,0.000023388653,0.0008208206,0.0000024562767],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012147899,0.0010791072,0.10636608,0.000029065644,0.000046887966,0.00000309157,0.004954447,7.130113e-7,3.6898675e-7,0.009468991,0.0134858275,0.86335063],"study_design_scores_gemma":[0.0014830285,0.008157336,0.45335355,0.000049684313,0.000030581636,0.000007884383,0.0023283812,0.00013182314,7.488308e-7,0.0002680996,0.5341289,0.000059953625],"about_ca_topic_score_codex":0.21021388,"about_ca_topic_score_gemma":0.8116505,"teacher_disagreement_score":0.86329067,"about_ca_system_score_codex":0.0014285423,"about_ca_system_score_gemma":0.08563716,"threshold_uncertainty_score":0.99975973},"labels":[],"label_agreement":null},{"id":"W2275007039","doi":"10.1002/osp4.26","title":"Use of social networking sites and perception and intentions regarding body weight among adolescents","year":2016,"lang":"en","type":"article","venue":"Obesity Science & Practice","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Public Health Ontario; Ottawa Public Health; University of Toronto; Centre for Addiction and Mental Health; Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Medicine; Overweight; Odds ratio; Confidence interval; Odds; Perception; Demography; Gerontology; Body mass index; Logistic regression; Psychology; Internal medicine","score_opus":0.0884775508275074,"score_gpt":0.3867672337042157,"score_spread":0.29828968287670826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2275007039","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99282664,0.000038547445,0.00020828076,0.0044465004,0.0012223732,0.00038267468,0.000001195997,0.000032839314,0.0008409408],"genre_scores_gemma":[0.9975949,0.000521685,0.0011241613,0.000102578524,0.00058049336,0.000018847322,3.6909142e-7,0.0000050077206,0.000051937768],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99811,0.00037990705,0.00019513609,0.00030082872,0.00067619624,0.0003379334],"domain_scores_gemma":[0.9974677,0.0015005363,0.00030078876,0.00010138171,0.00045118213,0.00017843254],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0030533907,0.000073996576,0.00011756629,0.00012583712,0.0019101587,0.00019553538,0.00015375018,0.000084565196,0.000015206067],"category_scores_gemma":[0.015319263,0.00006493289,0.000022453947,0.0006267302,0.0020675394,0.0041060615,0.00009155271,0.0001221282,0.000005282855],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000130876915,0.00006419497,0.9555738,0.0000137378565,0.0000027205274,3.9505144e-7,0.018578313,3.035693e-8,0.0076528452,0.0028188818,0.000076505006,0.015205482],"study_design_scores_gemma":[0.0000991813,0.000019107336,0.984863,0.000121856036,0.000030653187,0.000001300585,0.0070844186,0.00003586616,0.00003341922,0.00020138909,0.007420915,0.00008892745],"about_ca_topic_score_codex":0.0026926687,"about_ca_topic_score_gemma":0.0009114437,"teacher_disagreement_score":0.02928916,"about_ca_system_score_codex":0.0002501027,"about_ca_system_score_gemma":0.00032635438,"threshold_uncertainty_score":0.99938923},"labels":[],"label_agreement":null},{"id":"W2275086156","doi":"","title":"PsyberMentor:Un programme de cybermentorat vocationnel pour les étudiants en psychologie","year":2001,"lang":"fr","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Sociology; Ethnology; Art","score_opus":0.0689149883504248,"score_gpt":0.3397275200718358,"score_spread":0.270812531721411,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2275086156","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5680251,0.006121904,0.009928276,0.33902264,0.004168977,0.0017801962,0.00002341208,0.00036059748,0.07056886],"genre_scores_gemma":[0.89805007,0.011892685,0.04696042,0.0005765294,0.0010300123,0.0012201126,0.00013528462,0.00010057266,0.040034287],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9816997,0.01437042,0.0007951336,0.0008425084,0.00080376683,0.0014884513],"domain_scores_gemma":[0.989233,0.0059987134,0.0006580184,0.0012198727,0.0020811376,0.0008092621],"candidate_categories":["metaresearch","metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.013373169,0.0003955974,0.00038510267,0.00020248734,0.0017678359,0.0004117147,0.0013637124,0.0006039717,0.0015821522],"category_scores_gemma":[0.011396897,0.0004831151,0.00020470454,0.0018158284,0.0009989461,0.00061745744,0.00021678064,0.00063470844,0.0004422361],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016786795,0.0026835783,0.10592413,0.00008943877,0.000077104974,0.0000086680675,0.12718692,0.000004774764,0.00041697183,0.14621888,0.0070587373,0.610314],"study_design_scores_gemma":[0.0024204163,0.00000581398,0.3124114,0.0020396907,0.00020127933,0.000052804957,0.024649762,0.0016985362,0.0042473567,0.037934083,0.61294335,0.0013954972],"about_ca_topic_score_codex":0.010780435,"about_ca_topic_score_gemma":0.009040517,"teacher_disagreement_score":0.6089185,"about_ca_system_score_codex":0.0015083755,"about_ca_system_score_gemma":0.0016911244,"threshold_uncertainty_score":0.99976206},"labels":[],"label_agreement":null},{"id":"W2277945889","doi":"10.2196/ijmr.4492","title":"Barriers to Managing Fertility: Findings From the Understanding Fertility Management in Contemporary Australia Facebook Discussion Group","year":2016,"lang":"en","type":"article","venue":"Interactive Journal of Medical Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Australian Government","keywords":"Fertility; Reproductive health; Public health; Population; Medicine; Demography; Sociology; Nursing","score_opus":0.41858614972259234,"score_gpt":0.5448624057383663,"score_spread":0.12627625601577397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2277945889","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70434517,0.000055455756,0.0018248094,0.288086,0.0025226658,0.0013325359,0.0000042550637,0.000008258927,0.0018208807],"genre_scores_gemma":[0.9987611,0.00013618125,0.00006104977,0.00035987227,0.00038323298,0.00012348227,4.4946458e-7,0.000009534854,0.00016509251],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9914438,0.0032649897,0.0006341614,0.0002564394,0.003819081,0.0005815013],"domain_scores_gemma":[0.9847511,0.013444626,0.00015947387,0.00018829743,0.00025196598,0.0012045592],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.019658357,0.00010343877,0.00024220668,0.00035171895,0.00051383104,0.00011698619,0.0010062443,0.00015095843,0.0028296793],"category_scores_gemma":[0.040670034,0.00005151058,0.00008463065,0.00059601845,0.0006499711,0.0005103941,0.00023226201,0.0011610255,0.00005802412],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0047497996,0.00032842782,0.42884037,0.0000687198,0.00024452116,0.00032087808,0.24921013,6.3236826e-7,0.0005442442,0.008386017,0.025005559,0.28230068],"study_design_scores_gemma":[0.0012982498,0.00021927044,0.5758938,0.0034442348,0.000011541197,0.0000010087787,0.29159912,0.000012811061,0.00011002446,0.044030797,0.08322193,0.00015717855],"about_ca_topic_score_codex":0.008274603,"about_ca_topic_score_gemma":0.0043522525,"teacher_disagreement_score":0.29441595,"about_ca_system_score_codex":0.0038423343,"about_ca_system_score_gemma":0.0009860094,"threshold_uncertainty_score":0.99998176},"labels":[],"label_agreement":null},{"id":"W2278567646","doi":"10.71781/28466","title":"Perception des professionnels de la santé par rapport à l'introduction d'une plateforme Web 2.0 dans leur pratique","year":2012,"lang":"fr","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Political science; Psychology; Humanities; Philosophy","score_opus":0.01703413579297204,"score_gpt":0.2725427413812865,"score_spread":0.25550860558831445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2278567646","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96125335,0.003935089,0.0002915291,0.0018144484,0.012121348,0.0016577276,0.000031432348,0.00021129155,0.018683778],"genre_scores_gemma":[0.96956474,0.0025757945,0.0018082381,0.00006800156,0.0057599894,0.0005244541,0.000630197,0.00006324985,0.019005312],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.994403,0.0019976837,0.0007422558,0.0007644219,0.0010337104,0.001058936],"domain_scores_gemma":[0.9965009,0.0008100376,0.000947775,0.00037264125,0.00055931776,0.00080929947],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0018696879,0.0005720953,0.0005344641,0.00035297332,0.01788465,0.00008962037,0.00047577135,0.0015579682,0.0003464304],"category_scores_gemma":[0.00090697553,0.0006734455,0.00032698712,0.0010250552,0.001737362,0.0014129512,0.000077928715,0.0010698386,0.00016043757],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00038477682,0.000519067,0.21712075,0.00040855928,0.00014690307,0.0000996626,0.70295656,0.00018245808,0.048251882,0.009347399,0.0012666202,0.019315336],"study_design_scores_gemma":[0.00045050614,0.00008528591,0.5348863,0.00027518134,0.00032863175,0.0002291888,0.42989078,0.0002841979,0.0014968639,0.0006627656,0.030897984,0.0005122992],"about_ca_topic_score_codex":0.17969866,"about_ca_topic_score_gemma":0.051095594,"teacher_disagreement_score":0.31776556,"about_ca_system_score_codex":0.023404835,"about_ca_system_score_gemma":0.011535338,"threshold_uncertainty_score":0.9997382},"labels":[],"label_agreement":null},{"id":"W2278593049","doi":"10.15200/winn.145580.08184","title":"“Sorry, we will only allow you to email the PDF to one researcher”….","year":2016,"lang":"en","type":"dataset","venue":"The Winnower","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Yesterday; Phone; World Wide Web; Reading (process); Citation; Internet privacy; Media studies; Computer science; History; Library science; Sociology; Political science; Law; Linguistics","score_opus":0.15985236403501513,"score_gpt":0.44352841013268635,"score_spread":0.2836760460976712,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2278593049","genre_codex":"commentary","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006644225,0.0003383354,0.000009151415,0.5328759,0.0111755645,0.00497772,0.44608623,0.00006157113,0.003811109],"genre_scores_gemma":[0.0011208458,0.011657799,0.00048191313,0.070181206,0.11126763,0.01536009,0.649076,0.00038353182,0.140471],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99453086,0.001587336,0.0004369054,0.0005147179,0.0018673369,0.001062868],"domain_scores_gemma":[0.99267155,0.0045573954,0.00020536945,0.0015452176,0.0004881608,0.00053228927],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005653935,0.00026861398,0.00035036902,0.00018506852,0.0014006925,0.00021034178,0.0029567464,0.0004270972,0.007816805],"category_scores_gemma":[0.015949918,0.00015846,0.000103045524,0.0012233737,0.0005897118,0.00016026602,0.00039601472,0.0008033679,0.016013514],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000386785,0.00006108061,0.000031476906,0.000023357168,0.000026290361,9.203377e-7,0.0168682,2.1316635e-7,0.0000030623057,0.00048306424,0.97272223,0.009741425],"study_design_scores_gemma":[0.000085559135,0.0000813604,0.0006562849,0.0002252601,0.00002981312,3.9627423e-7,0.0024866783,4.1984304e-8,0.000002253284,0.0015018231,0.99470025,0.00023028885],"about_ca_topic_score_codex":0.03430141,"about_ca_topic_score_gemma":0.047819868,"teacher_disagreement_score":0.46269467,"about_ca_system_score_codex":0.00079937495,"about_ca_system_score_gemma":0.00279417,"threshold_uncertainty_score":0.9998993},"labels":[],"label_agreement":null},{"id":"W2279889078","doi":"10.1002/leap.1014","title":"TrendMD: Helping scholarly content providers reach larger and more targeted audiences","year":2016,"lang":"en","type":"article","venue":"Learned Publishing","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brain and Cognition Discovery Foundation; University Health Network; MaRS; University of Toronto","funders":"Ontario Centres of Excellence","keywords":"Content (measure theory); Internet privacy; Business; Public relations; Computer science; Political science; Mathematics","score_opus":0.1930999443509171,"score_gpt":0.3768092461414612,"score_spread":0.18370930179054412,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2279889078","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70198506,0.0009993335,0.00010207546,0.28702405,0.003417734,0.0007437854,0.000005469852,0.00025288766,0.005469588],"genre_scores_gemma":[0.9946849,0.00028132315,0.0010316995,0.0013514328,0.0013382968,0.0002665221,0.0000065915797,0.000020722637,0.001018526],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99737674,0.0005228465,0.00029757695,0.00043273438,0.0007084544,0.0006616354],"domain_scores_gemma":[0.99696964,0.0018952141,0.00023077299,0.00018218692,0.00035114778,0.00037102978],"candidate_categories":["metaresearch","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0032532078,0.00012604716,0.00018751727,0.00017905129,0.0010703255,0.0028005398,0.00037703998,0.00023734444,0.0001421098],"category_scores_gemma":[0.050583176,0.000097223376,0.00004402111,0.0005567404,0.00039801176,0.011649701,0.000068275345,0.00038219188,0.000019309833],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031546133,0.000059163835,0.27746335,0.000047542657,0.000032071446,0.000004181686,0.17073573,4.1337722e-7,0.0017605858,0.032921195,0.006353738,0.51059043],"study_design_scores_gemma":[0.001220347,0.00008713269,0.3409834,0.00043398736,0.000034383662,0.0000022842767,0.14859006,0.000012787793,0.00032346614,0.0069468664,0.5007488,0.00061650074],"about_ca_topic_score_codex":0.016644433,"about_ca_topic_score_gemma":0.0029522332,"teacher_disagreement_score":0.50997394,"about_ca_system_score_codex":0.00035159182,"about_ca_system_score_gemma":0.00058035395,"threshold_uncertainty_score":0.9982346},"labels":[],"label_agreement":null},{"id":"W2284560987","doi":"10.2196/publichealth.5032","title":"Considerations for Public Health Organizations Attempting to Implement a Social Media Presence: A Qualitative Study","year":2016,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Social media; Public health; Qualitative research; Public relations; Internet privacy; Business; Computer science; Data science; Political science; Sociology; World Wide Web; Medicine; Social science; Nursing","score_opus":0.29585076446561925,"score_gpt":0.5118913491803768,"score_spread":0.21604058471475757,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2284560987","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28921765,0.00013550144,0.0022709183,0.69834125,0.0015636982,0.007983145,0.00021139243,0.00017872108,0.00009771827],"genre_scores_gemma":[0.9861264,0.00009738816,0.0011249816,0.0049880915,0.0013996365,0.006142847,0.00004228221,0.000027878721,0.000050498595],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99275696,0.0037694054,0.0008828379,0.00054303807,0.00066320045,0.0013845623],"domain_scores_gemma":[0.9805937,0.01557076,0.00047096502,0.00021046803,0.0013260371,0.0018281017],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.011865334,0.00017421905,0.00045163912,0.00024347124,0.0038955545,0.00026605863,0.00019011532,0.000093670555,0.00014196488],"category_scores_gemma":[0.061648924,0.00015391561,0.00003525833,0.001306468,0.00019066231,0.00038793177,0.00006237356,0.00012331814,0.000014405324],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000052489668,0.00020698794,0.05508393,0.000054744927,0.000013837267,1.14432275e-7,0.8563879,1.8499426e-8,0.000001020849,0.03157431,0.02137352,0.035298336],"study_design_scores_gemma":[0.0010488073,0.0003693847,0.08269786,0.000015652211,5.6418156e-7,5.639174e-7,0.63391775,0.0000028910158,9.225498e-8,0.0016204871,0.28006607,0.0002599057],"about_ca_topic_score_codex":0.0025168105,"about_ca_topic_score_gemma":0.05703041,"teacher_disagreement_score":0.6969088,"about_ca_system_score_codex":0.0010080542,"about_ca_system_score_gemma":0.013123935,"threshold_uncertainty_score":0.99740124},"labels":[],"label_agreement":null},{"id":"W2285525543","doi":"10.5489/cuaj.3322","title":"Qualitative Twitter analysis of participants, tweet strategies, and tweet content at a major urologic conference","year":2016,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Popularity; Social media; Microblogging; Content analysis; Percentile; Medicine; Psychology; Computer science; World Wide Web; Sociology; Mathematics; Social science; Social psychology; Statistics","score_opus":0.2668047513029787,"score_gpt":0.4114775856220482,"score_spread":0.14467283431906952,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2285525543","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9311652,0.0001697227,0.00012466474,0.066798754,0.00062329334,0.00028046113,0.00006482037,0.000015534777,0.0007575158],"genre_scores_gemma":[0.9977274,0.00020626992,0.00008356176,0.001419927,0.00027587134,0.00006137459,0.000007035827,0.0000051877137,0.0002133797],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9959894,0.001982671,0.0005464369,0.00023019934,0.00050827273,0.0007430175],"domain_scores_gemma":[0.99384516,0.0037919595,0.0006982511,0.000080226855,0.0006303956,0.0009539844],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0035180985,0.00012156859,0.000410834,0.00029368955,0.0005965384,0.00011987018,0.00018382679,0.00030904097,0.001587063],"category_scores_gemma":[0.009793566,0.00008709734,0.000113165086,0.0005988913,0.00035527497,0.00028084847,0.000019280375,0.000226477,0.000022004475],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003086779,0.000027144903,0.94406,0.0000024734256,0.000347222,0.0000047382123,0.04460011,0.0000018485746,0.00008984417,0.008313797,0.0011198899,0.001402014],"study_design_scores_gemma":[0.0003991268,0.00015396718,0.94914347,0.000008843221,0.00034558357,9.033242e-7,0.025958693,0.000014030369,0.000005977081,0.005574764,0.01824758,0.00014704683],"about_ca_topic_score_codex":0.02967379,"about_ca_topic_score_gemma":0.09976373,"teacher_disagreement_score":0.070089936,"about_ca_system_score_codex":0.0017354939,"about_ca_system_score_gemma":0.0015544347,"threshold_uncertainty_score":0.99932563},"labels":[],"label_agreement":null},{"id":"W2287831934","doi":"10.1634/theoncologist.2015-0056","title":"Media Reporting of Practice-Changing Clinical Trials in Oncology: A North American Perspective","year":2016,"lang":"en","type":"article","venue":"The Oncologist","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; Grand River Hospital; Foothills Medical Centre; University of Ottawa","funders":"University of Ottawa; University of Calgary; American Society of Clinical Oncology","keywords":"Social media; Medicine; Clinical trial; Newspaper; Citation; The Internet; Internal medicine; Advertising; World Wide Web; Computer science","score_opus":0.5674891192042176,"score_gpt":0.6463256784029308,"score_spread":0.07883655919871313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2287831934","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8238542,0.0001472888,0.00007600618,0.15118122,0.0044125444,0.0015172823,0.000004435098,0.000054515494,0.018752517],"genre_scores_gemma":[0.99437124,0.0008535179,0.0015429689,0.00046283694,0.002368193,0.0003420889,6.145644e-7,0.000008853218,0.000049706887],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9842463,0.011793445,0.0028503386,0.00026487402,0.0003981329,0.00044687497],"domain_scores_gemma":[0.5978387,0.38157204,0.018764198,0.0005227814,0.0010092211,0.00029308186],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.0991713,0.000083909305,0.00087467406,0.00012433172,0.0002689641,0.000011748726,0.0003056416,0.0001232375,0.00003212493],"category_scores_gemma":[0.82439923,0.000048669783,0.00014403177,0.0010310631,0.0023607833,0.00014084863,0.00006061368,0.00029915682,0.000018887717],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020065623,0.00029636212,0.2847159,0.0000034664274,0.000028551574,0.000015860658,0.18631144,6.518426e-7,0.0000136955105,0.014424178,0.00033692966,0.5136523],"study_design_scores_gemma":[0.000614688,0.0004352477,0.53376406,0.000051145602,0.00007260845,0.0000024634533,0.38843513,0.0000018611915,0.00001099734,0.001922408,0.074565426,0.00012397933],"about_ca_topic_score_codex":0.034075424,"about_ca_topic_score_gemma":0.08956916,"teacher_disagreement_score":0.7252279,"about_ca_system_score_codex":0.0017215379,"about_ca_system_score_gemma":0.002907219,"threshold_uncertainty_score":0.97235674},"labels":[],"label_agreement":null},{"id":"W2288359313","doi":"10.1044/leader.gs.21032016.np","title":"Crowdsourcing Patient-Centered Care","year":2016,"lang":"en","type":"article","venue":"ASHA Leader","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Crowdsourcing; Social media; Internet privacy; Psychology; Plain language; Session (web analytics); Public relations; Medicine; Medical education; Computer science; World Wide Web; Political science","score_opus":0.1183601788759225,"score_gpt":0.3834117285912235,"score_spread":0.26505154971530104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2288359313","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9453746,0.00051946705,0.00007441544,0.024788745,0.014245549,0.0007611872,0.000005772393,0.00016966915,0.014060585],"genre_scores_gemma":[0.9972459,0.000031879386,0.00018098253,0.0005037122,0.0015420399,0.00014556567,0.0000019840134,0.00001215027,0.0003357545],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989417,0.00015361985,0.00013557544,0.00015838431,0.00027083672,0.00033987092],"domain_scores_gemma":[0.9988793,0.0005669491,0.00006548828,0.00012756049,0.00022260431,0.00013810283],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013512027,0.00005991826,0.000077111756,0.00004075586,0.00033574714,0.000023969407,0.00012494707,0.00009074149,0.00048763028],"category_scores_gemma":[0.0028500045,0.00004757303,0.000030152445,0.00018859279,0.00015168368,0.0001613951,0.000014431211,0.0000589124,0.00048166147],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000061842943,0.00002711709,0.12029322,0.000018799496,0.0000058834316,0.0000010664179,0.37973878,1.3337632e-7,0.00020248676,0.0012648164,0.009181375,0.48926014],"study_design_scores_gemma":[0.00030305758,0.000038327056,0.038962293,0.00011517581,0.000007798416,1.8335038e-7,0.11255382,2.7698388e-7,0.00048186487,0.00025801847,0.8471106,0.00016854484],"about_ca_topic_score_codex":0.0017448256,"about_ca_topic_score_gemma":0.0009890317,"teacher_disagreement_score":0.83792925,"about_ca_system_score_codex":0.00030101257,"about_ca_system_score_gemma":0.00026862713,"threshold_uncertainty_score":0.61909443},"labels":[],"label_agreement":null},{"id":"W2289815117","doi":"10.2196/resprot.5045","title":"Patient Recruitment 2.0: Become a Partner in the Patient Journey Using Digital Media","year":2016,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"F. Hoffmann-La Roche","keywords":"Conversation; Health care; Medicine; Boosting (machine learning); Lung cancer; Medical education; Psychology; Nursing; Computer science; Oncology; Political science","score_opus":0.7587812370600908,"score_gpt":0.6538288641664611,"score_spread":0.10495237289362969,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2289815117","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19218174,0.000008292652,0.000004720114,0.013735237,0.00018604912,0.7910641,0.000014964157,0.000036126497,0.0027687561],"genre_scores_gemma":[0.16339432,0.0000039034285,0.00006932484,0.000098294986,0.00056059,0.8358295,0.0000017823222,0.000014782398,0.000027534445],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99351144,0.0024654428,0.00047011752,0.00031504288,0.0022100057,0.001027979],"domain_scores_gemma":[0.9939859,0.0048028887,0.0001474218,0.00036588818,0.0003819793,0.0003159516],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0039692153,0.000117133684,0.00016048785,0.00022762844,0.00070124015,0.00030235402,0.00049916457,0.00013784999,0.00028372323],"category_scores_gemma":[0.0071839597,0.00006808673,0.000055934335,0.0009592338,0.00054928433,0.0005074147,0.00012228021,0.00042805952,0.00015105965],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014444023,0.0011688218,0.052639406,0.000055996374,0.000006928017,0.000022197642,0.28671125,6.935779e-7,0.00009845795,0.0045759194,0.008911577,0.64566433],"study_design_scores_gemma":[0.00050931436,0.00045386577,0.012472534,0.0010461936,5.548577e-7,0.0000010522787,0.015083655,0.0000027195229,0.00008727908,0.004428294,0.9657729,0.00014161588],"about_ca_topic_score_codex":0.0008805884,"about_ca_topic_score_gemma":0.0008618068,"teacher_disagreement_score":0.9568613,"about_ca_system_score_codex":0.001310274,"about_ca_system_score_gemma":0.0013411668,"threshold_uncertainty_score":0.860039},"labels":[],"label_agreement":null},{"id":"W2293252626","doi":"10.1109/hicss.2016.383","title":"The Role of Social Networking in Healthcare","year":2016,"lang":"en","type":"article","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Health care; Social network (sociolinguistics); User group; Internet privacy; Computer science; Social care; Knowledge management; Psychology; World Wide Web; Social media; Nursing; Medicine; Political science","score_opus":0.08318169880743854,"score_gpt":0.42089325593939847,"score_spread":0.33771155713195994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2293252626","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.60784394,0.0014745436,0.000015432544,0.328819,0.007784186,0.0011798352,0.0000013142953,0.00007013831,0.05281159],"genre_scores_gemma":[0.997995,0.00026819773,0.000027777289,0.00010531695,0.0013943806,0.000099272664,1.1381018e-7,0.0000032845057,0.00010665059],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99906117,0.00027146566,0.00016017791,0.00006494949,0.00019288412,0.00024933935],"domain_scores_gemma":[0.9978789,0.001891296,0.000073434676,0.000050205443,0.00006253742,0.000043612858],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009960305,0.000027036189,0.00006115477,0.00001989525,0.00042233788,0.000007915716,0.0001273403,0.00006312714,0.0000338263],"category_scores_gemma":[0.0007260239,0.000016106753,0.000018390834,0.0002342224,0.00018565661,0.000050135364,0.000010946704,0.00004587094,0.000009850328],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000040766763,0.0000066299267,0.18747085,0.0000017244278,7.452518e-7,2.4648415e-8,0.01966297,1.12387735e-8,0.000015019001,0.2567398,0.0001670486,0.5359311],"study_design_scores_gemma":[0.00012835186,0.000014469043,0.20867011,0.000026534008,0.0000012310511,2.5912865e-8,0.023936853,0.0000020506586,0.0000710907,0.061530184,0.70555663,0.00006247689],"about_ca_topic_score_codex":0.020130038,"about_ca_topic_score_gemma":0.047821898,"teacher_disagreement_score":0.70538956,"about_ca_system_score_codex":0.00017925512,"about_ca_system_score_gemma":0.0003596825,"threshold_uncertainty_score":0.986395},"labels":[],"label_agreement":null},{"id":"W2293589169","doi":"10.3138/jvme.0715-114r","title":"Teaching Tip: Developing an Intercollegiate Twitter Forum to Improve Student Exam Study and Digital Professionalism","year":2016,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"DOD Prostate Cancer Research Program; Japan Society for the Promotion of Science; Medical Research Council; National Institutes of Health; Ligue Contre le Cancer; KU Leuven; Ministerie van Volksgezondheid, Welzijn en Sport; Fondation ARC pour la Recherche sur le Cancer; Agence Nationale de la Recherche; Higher Education Authority; European Commission; Svenska Sällskapet för Medicinsk Forskning; KWF Kankerbestrijding; Cancer Research UK; Irish Research eLibrary; Susan G. Komen; Science Foundation Ireland; Bristol-Myers Squibb; U.S. Department of Defense; Eli Lilly and Company; National Health and Medical Research Council; AstraZeneca; Cancer Research Institute; Peter MacCallum Cancer Centre; National Breast Cancer Foundation; U.S. Department of Veterans Affairs; DOD Peer Reviewed Cancer Research Program; Breast Cancer Research Foundation; Engineering and Physical Sciences Research Council; Irish Cancer Society; National Cancer Institute; Gilead Sciences","keywords":"Social media; Medical education; Psychology; Medicine; Computer science; World Wide Web","score_opus":0.17895351361585216,"score_gpt":0.5203595614420147,"score_spread":0.3414060478261625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2293589169","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9257952,0.00004890792,0.0002551393,0.062415585,0.01058407,0.0007736332,6.7583005e-7,0.000013972234,0.000112803435],"genre_scores_gemma":[0.9951522,0.000023688111,0.0006841204,0.0014394542,0.0023470966,0.00015182201,6.3922823e-7,0.000013212282,0.0001877761],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9973999,0.00059819926,0.0005627758,0.00018919323,0.0009809749,0.00026894076],"domain_scores_gemma":[0.9979949,0.00069815444,0.0003199834,0.00011218303,0.00028618996,0.0005885823],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002645734,0.00010592386,0.00019951956,0.00019001996,0.00035404656,0.000091488146,0.00032421233,0.000104879306,0.000076723765],"category_scores_gemma":[0.00710963,0.00007333362,0.000032084954,0.00013814545,0.00009716179,0.00090454234,0.000100129,0.0002723977,0.000007891792],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000107692096,0.000992011,0.06008085,0.000021963378,0.000021750739,0.000011077328,0.1745718,1.346178e-8,0.00015026971,0.00030472112,0.001015057,0.7627228],"study_design_scores_gemma":[0.0014575559,0.004720591,0.4618847,0.0015724889,0.000035427525,0.00010547516,0.35753122,0.000002258903,0.000011498316,0.0013205319,0.1709874,0.00037083655],"about_ca_topic_score_codex":0.0002821085,"about_ca_topic_score_gemma":0.000059436043,"teacher_disagreement_score":0.762352,"about_ca_system_score_codex":0.00055710145,"about_ca_system_score_gemma":0.0031340066,"threshold_uncertainty_score":0.85114044},"labels":[],"label_agreement":null},{"id":"W2294510577","doi":"10.2196/jmir.5391","title":"Toward a Mixed-Methods Research Approach to Content Analysis in The Digital Age: The Combined Content-Analysis Model and its Applications to Health Care Twitter Feeds","year":2016,"lang":"en","type":"review","venue":"Journal of Medical Internet Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":100,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"King Abdulaziz University","keywords":"Social media; Content analysis; Microblogging; Digital health; Digital content; Health care; Digital media; Content (measure theory); Internet privacy; Psychology; World Wide Web; Data science; Computer science; Sociology; Political science","score_opus":0.716371351550524,"score_gpt":0.643709941758358,"score_spread":0.07266140979216595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2294510577","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007791769,0.85871726,0.011407848,0.11923431,0.0005248803,0.007892081,0.00004819772,0.00001205099,0.001384179],"genre_scores_gemma":[0.033570156,0.9570428,0.0008691572,0.0010033888,0.0017565256,0.0048693316,0.000039528997,0.000043345848,0.0008057833],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9695843,0.01801581,0.0021472278,0.00065850746,0.008258689,0.0013355019],"domain_scores_gemma":[0.96746254,0.026383359,0.0006517437,0.00070765684,0.0028813544,0.0019133503],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.08073395,0.00029251588,0.0021674337,0.003587155,0.00060825684,0.00083437515,0.004349292,0.0005621885,0.000074373136],"category_scores_gemma":[0.04156645,0.00014719597,0.0008407809,0.010818499,0.0009655974,0.00014302703,0.00068925705,0.0041465266,0.000039600753],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040623156,0.00026586643,0.00010775134,0.0009319594,0.0011874764,0.000010098213,0.09744162,0.0000028123272,6.2646215e-8,0.0041790716,0.00729374,0.8885389],"study_design_scores_gemma":[0.00025574572,0.00030393078,0.0002968305,0.0019904713,0.00070730335,0.00000839531,0.078083836,0.00018022094,1.0885176e-7,0.00021039425,0.9177758,0.0001869341],"about_ca_topic_score_codex":0.004881023,"about_ca_topic_score_gemma":0.0026431018,"teacher_disagreement_score":0.9104821,"about_ca_system_score_codex":0.0023654376,"about_ca_system_score_gemma":0.0056640226,"threshold_uncertainty_score":0.99997294},"labels":[],"label_agreement":null},{"id":"W2296691711","doi":"10.2196/resprot.5421","title":"Social Media for e-Government in the Public Health Sector: Protocol for a Systematic Review","year":2016,"lang":"en","type":"review","venue":"JMIR Research Protocols","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Economic and Social Research Council; Engineering and Physical Sciences Research Council","keywords":"Social media; Public sector; Protocol (science); Systematic review; Government (linguistics); E-Government; Public relations; Public health; Internet privacy; Political science; Sociology; Psychology; Computer science; Medicine; World Wide Web; MEDLINE; Alternative medicine; Nursing; Information and Communications Technology","score_opus":0.8708773923313657,"score_gpt":0.7455594916641226,"score_spread":0.12531790066724313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2296691711","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[4.548689e-10,0.1230379,0.000010776502,0.01920607,0.00007025095,0.8572062,0.000129591,0.000048035254,0.00029117154],"genre_scores_gemma":[3.9279913e-9,0.18816659,0.000058084937,0.00030071757,0.0030137347,0.8082702,0.0000216677,0.00007856773,0.00009040021],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.971661,0.018548587,0.0023243628,0.0007963503,0.0043715416,0.0022981677],"domain_scores_gemma":[0.95911723,0.037207283,0.0016714425,0.0007704304,0.00079794344,0.00043567517],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.064186916,0.00043762568,0.0027728258,0.0002760716,0.0018565491,0.00041366738,0.0025450613,0.00056748616,0.000092168135],"category_scores_gemma":[0.05552331,0.0002544433,0.0006738149,0.0017576722,0.0005055972,0.0002512049,0.00013046587,0.0009880073,0.000076873475],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0000123691,0.0002495508,5.2688864e-7,0.72929585,0.0000141817045,3.3849807e-7,0.0067161215,6.2125825e-11,2.2998952e-9,0.010321195,0.056094598,0.19729525],"study_design_scores_gemma":[0.00037038315,0.00016147259,3.9461807e-7,0.4473515,0.0000064187125,4.5871812e-7,0.00051537756,3.4375702e-8,7.2655153e-9,0.0004240002,0.55103457,0.00013540649],"about_ca_topic_score_codex":0.000056432273,"about_ca_topic_score_gemma":0.00081160653,"teacher_disagreement_score":0.49493995,"about_ca_system_score_codex":0.0064907414,"about_ca_system_score_gemma":0.017184807,"threshold_uncertainty_score":0.99999076},"labels":[],"label_agreement":null},{"id":"W2308549081","doi":"10.1111/nep.12780","title":"User‐driven conversations about dialysis through Facebook: A qualitative thematic analysis","year":2016,"lang":"en","type":"article","venue":"Nephrology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Thematic analysis; Social media; Peer support; Dialysis; Medicine; Information sharing; Qualitative research; Qualitative analysis; Social network (sociolinguistics); Social support; Internet privacy; World Wide Web; Psychology; Medical education; Nursing; Computer science; Social psychology; Sociology","score_opus":0.12672368899202924,"score_gpt":0.4548641481388397,"score_spread":0.32814045914681045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2308549081","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8925733,0.00010529983,0.015030768,0.07488933,0.0020182803,0.0023249905,0.00003791501,0.0002289969,0.012791139],"genre_scores_gemma":[0.9936308,0.00023424877,0.0018593515,0.0015825045,0.0005501288,0.0015461578,0.000010221357,0.000012438971,0.0005741387],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967118,0.0018274527,0.00036726223,0.00030358267,0.0003329598,0.00045692714],"domain_scores_gemma":[0.9905279,0.008544115,0.00027570498,0.00027783363,0.00023480247,0.00013963964],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010055299,0.00011795985,0.00038154534,0.00021197431,0.00052498013,0.00002346088,0.00027309795,0.00022086149,0.0031083666],"category_scores_gemma":[0.0042697364,0.0000933786,0.00017500987,0.0011447539,0.00085821864,0.00026390897,0.000028112456,0.00009721473,0.0006860686],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001832946,0.00006965865,0.022479419,0.0000096126005,0.0006669321,9.138497e-7,0.8382511,0.000005988027,0.000225139,0.13115759,0.0019234365,0.0051918523],"study_design_scores_gemma":[0.0016382849,0.00021001458,0.11395563,0.00004741734,0.0028284956,7.0202555e-7,0.23685725,0.00008571443,0.00013914447,0.08600258,0.55749077,0.0007440019],"about_ca_topic_score_codex":0.0077087632,"about_ca_topic_score_gemma":0.015840638,"teacher_disagreement_score":0.6013939,"about_ca_system_score_codex":0.0003324949,"about_ca_system_score_gemma":0.0004273945,"threshold_uncertainty_score":0.998899},"labels":[],"label_agreement":null},{"id":"W2309804804","doi":"10.2196/mededu.4715","title":"The Significance of Kinship for Medical Education: Reflections on the Use of a Bespoke Social Network to Support Learners’ Professional Identities","year":2016,"lang":"en","type":"article","venue":"JMIR Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"King's College London","keywords":"Bespoke; Kinship; Sociology; Psychology; Business; Anthropology","score_opus":0.20269255151880974,"score_gpt":0.5123964944428849,"score_spread":0.3097039429240752,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2309804804","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33449125,0.00006290501,0.0002213574,0.63429195,0.02455657,0.0046803197,0.000012114996,0.00004779151,0.001635711],"genre_scores_gemma":[0.9607578,0.00016771976,0.00034613206,0.008360859,0.010726149,0.013937309,0.000019127536,0.00002631039,0.0056586126],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961851,0.0008429504,0.0006013493,0.00023527624,0.0017434984,0.00039178075],"domain_scores_gemma":[0.98852545,0.009777811,0.00038511923,0.00023854959,0.00067397987,0.00039910592],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0032520194,0.00010976856,0.00018808154,0.00008226746,0.0013259418,0.000037345788,0.000545522,0.00028835435,0.0010022706],"category_scores_gemma":[0.050843727,0.000064113454,0.00010148177,0.00068442244,0.0010099625,0.00016081106,0.000036571873,0.00025454833,0.000022802637],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001229236,0.0006501028,0.0037418278,0.000050672046,0.000016683094,4.371021e-8,0.042026903,3.0511845e-7,0.000016753058,0.283157,0.5055691,0.16464767],"study_design_scores_gemma":[0.00021105874,0.00020114207,0.028475193,0.00047602862,0.000021430043,7.057234e-7,0.026447356,0.0000028734987,0.000037364935,0.016047737,0.92794317,0.00013595019],"about_ca_topic_score_codex":0.0007765629,"about_ca_topic_score_gemma":0.0021674242,"teacher_disagreement_score":0.62626654,"about_ca_system_score_codex":0.00034962795,"about_ca_system_score_gemma":0.027418667,"threshold_uncertainty_score":0.9999742},"labels":[],"label_agreement":null},{"id":"W2312323484","doi":"10.1300/j138v05n02_08","title":"Traditional Medicine and Con cepts of Wellness on the Web","year":2001,"lang":"en","type":"article","venue":"Health Care on the Internet","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"World Wide Web; Computer science","score_opus":0.1965937837903854,"score_gpt":0.42128474514932973,"score_spread":0.22469096135894434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2312323484","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.62036055,0.00054331566,0.000002482437,0.3572969,0.0031477492,0.00081901834,0.000012144049,0.00002075143,0.017797066],"genre_scores_gemma":[0.9856742,0.0007244199,0.0000037129469,0.01212283,0.0011790601,0.00015051258,0.000007949105,0.00000775905,0.00012957834],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982884,0.0006462405,0.00024059866,0.00013901944,0.00046161222,0.00022415732],"domain_scores_gemma":[0.9944853,0.0049764356,0.00017705362,0.00014829902,0.00008714666,0.00012576705],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012595416,0.0000760585,0.00014534086,0.00004689807,0.00032517963,0.000010550916,0.00021115766,0.00006073113,0.0009270675],"category_scores_gemma":[0.0016314056,0.00004440229,0.000023922905,0.00018217982,0.0005233444,0.000026201862,0.000009732168,0.00020932946,0.00002825301],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000078527635,0.00006001462,0.0028766156,0.00006489219,0.0000100243815,9.838205e-7,0.32570207,5.162613e-7,0.00000406825,0.52128,0.12170454,0.028217737],"study_design_scores_gemma":[0.00050721614,0.0011384956,0.043507267,0.00091755233,0.000012109039,0.0000035579155,0.17703123,0.000024307164,0.00010745654,0.0077717425,0.76881635,0.00016269772],"about_ca_topic_score_codex":0.010612408,"about_ca_topic_score_gemma":0.0041686916,"teacher_disagreement_score":0.64711183,"about_ca_system_score_codex":0.00026592845,"about_ca_system_score_gemma":0.0004490669,"threshold_uncertainty_score":0.99998623},"labels":[],"label_agreement":null},{"id":"W2313680217","doi":"10.1097/acm.0b013e3181ffe89e","title":"Do E-mail Alerts of New Research Increase Knowledge Translation? A “Nephrology Now” Randomized Control Trial","year":2010,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Boniface Hospital; University of Manitoba; University of Toronto; University of British Columbia","funders":"","keywords":"Medicine; Randomized controlled trial; Nephrology; Odds ratio; Knowledge translation; MEDLINE; Scale (ratio); Service (business); Internal medicine; Odds; Family medicine; Population; Computer science; Logistic regression; Knowledge management","score_opus":0.3000255272615228,"score_gpt":0.5405024990067125,"score_spread":0.24047697174518973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2313680217","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86971134,0.003287215,0.00020631545,0.09173601,0.012456786,0.0076679788,0.0000031979553,0.00007558833,0.014855568],"genre_scores_gemma":[0.97886413,0.0017197907,0.00011132569,0.0005556086,0.017200666,0.0008808499,0.000008437232,0.000018393166,0.0006408229],"study_design_codex":"qualitative","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9933505,0.0036087902,0.0010212051,0.00033693228,0.0010512626,0.000631313],"domain_scores_gemma":[0.95595706,0.04223399,0.0003349701,0.00027459348,0.0005357158,0.00066369836],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0258717,0.00014211767,0.0008685573,0.00039396793,0.00035456987,0.000006309982,0.0005229289,0.00080831785,0.0018356582],"category_scores_gemma":[0.08522571,0.00011718757,0.00008607533,0.0009267052,0.0028515984,0.00013646013,0.000019416333,0.0018790385,0.000080423284],"study_design_candidate":"randomized_trial","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.2660423,0.00010737015,0.0024887957,0.00009141042,0.00010345047,0.0000024050478,0.5118499,3.5147252e-7,0.0023009602,0.05507726,0.089089714,0.07284613],"study_design_scores_gemma":[0.65446705,0.0002544212,0.00046409786,0.00011039194,0.00014107331,0.0000015492262,0.0059389193,0.000048594,0.00004662831,0.027267294,0.3111197,0.00014029063],"about_ca_topic_score_codex":0.01489415,"about_ca_topic_score_gemma":0.0031198084,"teacher_disagreement_score":0.50591093,"about_ca_system_score_codex":0.00009599546,"about_ca_system_score_gemma":0.002856087,"threshold_uncertainty_score":0.9998621},"labels":[],"label_agreement":null},{"id":"W2315243175","doi":"10.1177/2380084415627129","title":"Factors Influencing Adoption of New Technologies into Dental Practice","year":2016,"lang":"en","type":"article","venue":"JDR Clinical & Translational Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; Health Research Foundation; Dalhousie University","funders":"","keywords":"Influencer marketing; Diffusion of innovations; Early adopter; Psychology; Dental hygiene; Marketing; Focus group; Business; Medical education; Knowledge management; Medicine; Marketing management; Computer science; Relationship marketing","score_opus":0.6141236937732563,"score_gpt":0.6435261741705318,"score_spread":0.029402480397275554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2315243175","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93694556,0.00028384128,0.00056817866,0.05852011,0.0011276841,0.00082444935,0.000005029916,0.00010395429,0.0016211699],"genre_scores_gemma":[0.99452615,0.0007069721,0.0038474752,0.000036610923,0.0006970356,0.00006597249,0.0000048123134,0.000010228639,0.00010475746],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9958029,0.0010869498,0.00067632925,0.00028619452,0.0017526648,0.00039496497],"domain_scores_gemma":[0.9568467,0.041724592,0.00017568511,0.00017953901,0.00085668586,0.00021679017],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0071698925,0.00007801153,0.00018693044,0.00021594988,0.00042307688,0.000029278375,0.00038072257,0.00036540988,0.00016891042],"category_scores_gemma":[0.09355524,0.00005855064,0.00010140832,0.0008330039,0.0012025061,0.00063448737,0.000035334437,0.00049073464,0.00009879237],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010680129,0.00016466719,0.5242772,0.0000196932,0.000019907438,4.912333e-7,0.015652958,8.3755396e-7,0.00029863676,0.035805628,0.00043323598,0.42321995],"study_design_scores_gemma":[0.0006692189,0.00025372824,0.7672441,0.00016536076,0.000017363758,1.9937497e-7,0.030662242,0.000004828182,0.000319667,0.05302426,0.1474818,0.00015724904],"about_ca_topic_score_codex":0.005175986,"about_ca_topic_score_gemma":0.0023731168,"teacher_disagreement_score":0.42306268,"about_ca_system_score_codex":0.0002644636,"about_ca_system_score_gemma":0.0028486878,"threshold_uncertainty_score":0.91408014},"labels":[],"label_agreement":null},{"id":"W2317352380","doi":"10.1503/cjs.015214","title":"Humble correspondence: gaining a foothold in the surgical literature","year":2015,"lang":"en","type":"letter","venue":"Canadian Journal of Surgery","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute for Health and Care Research","keywords":"Medicine; White (mutation); Engineering ethics; Aesthetics; Engineering","score_opus":0.2582245583759388,"score_gpt":0.39206666573820126,"score_spread":0.13384210736226249,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2317352380","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.034211557,0.009601147,4.4597192e-7,0.9197886,0.032138113,0.0003867973,0.000028518225,0.00000676015,0.0038380537],"genre_scores_gemma":[0.15376021,0.001783155,0.00009185638,0.6762333,0.1652634,0.00023626683,0.00016424032,0.00013782017,0.0023297872],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9953126,0.002009119,0.0006919295,0.0001614217,0.0010127623,0.0008122127],"domain_scores_gemma":[0.9848254,0.013059817,0.00061666116,0.00019787428,0.00066873076,0.0006315582],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.009844782,0.00017369736,0.00050971523,0.0010793036,0.00037890353,0.00037121962,0.0006475173,0.0009797188,0.00022376809],"category_scores_gemma":[0.015784355,0.00014324531,0.0002143736,0.00135435,0.0003436603,0.0002835562,0.0000053958715,0.0034652988,0.000015102205],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000061613323,0.0000033422766,0.021483006,0.000027571283,0.0000062374056,0.0059919124,0.052080963,6.7748266e-7,2.1600329e-8,0.000060670085,0.9186938,0.0016456458],"study_design_scores_gemma":[0.00006342233,0.0000116894425,0.0020922923,0.00071232615,0.000012882922,0.00017783185,0.004667715,2.4374376e-7,7.7371325e-8,0.00052613195,0.9915919,0.00014353315],"about_ca_topic_score_codex":0.04128876,"about_ca_topic_score_gemma":0.06355634,"teacher_disagreement_score":0.24355532,"about_ca_system_score_codex":0.0011963798,"about_ca_system_score_gemma":0.033363264,"threshold_uncertainty_score":0.9988338},"labels":[],"label_agreement":null},{"id":"W2319290520","doi":"10.29173/jchla/jabsc.v32i3.27559","title":"Social media for health care managers: creating a workshop in collaboration with the UBC Centre for Health Care Management","year":2011,"lang":"en","type":"article","venue":"Journal of the Canadian Health Libraries Association / Journal de l Association de bilbiothèques de la santé du Canada","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Social care; Health care; Social media; Public relations; Nursing; Business; Sociology; Knowledge management; Medicine; Political science; Computer science","score_opus":0.018304211995310335,"score_gpt":0.31436956808487254,"score_spread":0.2960653560895622,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2319290520","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07776147,0.04707115,0.0007485299,0.8547662,0.008502361,0.008023266,0.00087124534,0.00007860149,0.0021771602],"genre_scores_gemma":[0.92306536,0.010459415,0.013099869,0.04462755,0.007870575,0.00038259372,0.0000797303,0.00012667949,0.00028821282],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9910964,0.0042704097,0.0013452052,0.00023162662,0.001316693,0.0017396843],"domain_scores_gemma":[0.98463166,0.0072707348,0.005307466,0.00015568742,0.0015614417,0.0010730274],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.010363746,0.00026205461,0.0006365295,0.00036141372,0.0050229006,0.0009216472,0.0007225006,0.00038681598,0.000027799291],"category_scores_gemma":[0.010087994,0.00022049418,0.00021076207,0.001175487,0.00009426032,0.0007826704,0.000026347934,0.00095881853,2.3464574e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00014182045,0.000035501285,0.07966648,0.00022005192,0.00017681166,0.000008234564,0.5312137,0.00007518563,7.939254e-8,0.0050496045,0.376558,0.0068545416],"study_design_scores_gemma":[0.001552797,0.00014182317,0.11301422,0.00034017087,0.000079172314,0.000012141772,0.3565949,0.000028489349,0.0000032681924,0.0013872798,0.5265817,0.0002640602],"about_ca_topic_score_codex":0.36774397,"about_ca_topic_score_gemma":0.98156774,"teacher_disagreement_score":0.8453039,"about_ca_system_score_codex":0.093755126,"about_ca_system_score_gemma":0.09234029,"threshold_uncertainty_score":0.9982505},"labels":[],"label_agreement":null},{"id":"W2321352670","doi":"10.1097/ta.0000000000001042","title":"Using social media for community consultation and public disclosure in exception from informed consent trials","year":2016,"lang":"en","type":"article","venue":"The Journal of Trauma: Injury, Infection, and Critical Care","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute; Canadian Institutes of Health Research","keywords":"Social media; Population; Medicine; Clinical trial; Informed consent; Descriptive statistics; Family medicine; Advertising; Internal medicine; Alternative medicine; World Wide Web; Environmental health","score_opus":0.42091633216610036,"score_gpt":0.5104402669719424,"score_spread":0.08952393480584209,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2321352670","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99015343,0.00029565228,0.00079258747,0.006230872,0.0019539243,0.00046022012,0.000059813658,0.000009798897,0.0000436825],"genre_scores_gemma":[0.9975719,0.00073056936,0.00009844493,0.000075481745,0.0014855276,0.00002632077,0.0000047668077,0.0000064828473,5.4532876e-7],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9964988,0.0023744926,0.00059418153,0.000060616905,0.0002672612,0.00020464568],"domain_scores_gemma":[0.96247137,0.03622645,0.0002797227,0.000052394593,0.00082501135,0.0001450801],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004017081,0.00008373877,0.00028203888,0.000115187584,0.0011054338,0.0000791648,0.00007463797,0.00015871391,0.000030974155],"category_scores_gemma":[0.06912575,0.000054635366,0.000059077214,0.00016182581,0.0007933192,0.00044050452,0.000012429952,0.00023722027,3.5129884e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006404912,0.00020091108,0.19534856,0.0002900809,0.000047208785,3.4562288e-7,0.5924028,3.4406023e-7,0.0007943548,0.012533779,0.0005906814,0.19715042],"study_design_scores_gemma":[0.0028253435,0.00036122117,0.67365235,0.00030543306,0.00027227038,0.0000066115404,0.2586161,0.0000026566224,0.0001536165,0.061054956,0.002568743,0.00018071903],"about_ca_topic_score_codex":0.0052658874,"about_ca_topic_score_gemma":0.03658171,"teacher_disagreement_score":0.4783038,"about_ca_system_score_codex":0.0003201209,"about_ca_system_score_gemma":0.00065679493,"threshold_uncertainty_score":0.98099816},"labels":[],"label_agreement":null},{"id":"W2323314664","doi":"10.5596/c16-009","title":"Scholarly Sharing via Twitter: #icanhazpdf Requests for Health Sciences Literature","year":2016,"lang":"en","type":"article","venue":"Journal of the Canadian Health Libraries Association / Journal de l Association de bilbiothèques de la santé du Canada","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Span (engineering); Computer science; Library science; Engineering","score_opus":0.021514047973407027,"score_gpt":0.33329085532617975,"score_spread":0.31177680735277274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2323314664","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16148807,0.041363843,0.0011661623,0.77926326,0.013583019,0.0016885693,0.00031571457,0.000068398986,0.0010629415],"genre_scores_gemma":[0.89485073,0.027548248,0.006320719,0.05710973,0.012951388,0.000083844214,0.000007988622,0.00008221177,0.0010451223],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9896327,0.0047426424,0.0014924178,0.00026538028,0.0018557791,0.002011075],"domain_scores_gemma":[0.9803467,0.009476834,0.0058580274,0.00019866014,0.0018591931,0.002260618],"candidate_categories":["metaresearch","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.028268926,0.00025291758,0.00059669995,0.00048375243,0.0052185752,0.0026718455,0.0012480055,0.0005855609,0.00009337044],"category_scores_gemma":[0.052613858,0.00019776775,0.00028519536,0.0011979737,0.00016640854,0.0031380963,0.000041047413,0.0013206188,0.0000013167648],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00003118919,0.00003147944,0.58122784,0.000059799597,0.0001266124,0.000012791021,0.020501235,0.000022666483,0.000013266044,0.004937134,0.3872964,0.0057395874],"study_design_scores_gemma":[0.0008758581,0.00020178806,0.20171867,0.00082637713,0.00003931223,0.00013919672,0.0016417425,0.00003289306,0.000033846165,0.024118744,0.7700679,0.0003037124],"about_ca_topic_score_codex":0.51396024,"about_ca_topic_score_gemma":0.8093821,"teacher_disagreement_score":0.7333627,"about_ca_system_score_codex":0.08948207,"about_ca_system_score_gemma":0.14956507,"threshold_uncertainty_score":0.9983635},"labels":[],"label_agreement":null},{"id":"W2325054474","doi":"10.1097/der.0b013e31826ea0d2","title":"Contact Alternatives and the Internet","year":2012,"lang":"en","type":"article","venue":"Dermatitis","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"The Internet; Medicine; Internet privacy; Moment (physics); Data science; World Wide Web; Computer science","score_opus":0.06719608760731102,"score_gpt":0.38218234088028324,"score_spread":0.31498625327297225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2325054474","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.894277,0.0019038834,0.00011159859,0.054056086,0.0052980357,0.0006800611,0.0000020571833,0.000044996144,0.043626275],"genre_scores_gemma":[0.9960165,0.00044576306,0.000085590094,0.0022243327,0.0009472437,0.00016331865,0.00000106722,0.0000030713463,0.00011313133],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9992922,0.0002946206,0.00008330232,0.00003856148,0.0001288742,0.00016245987],"domain_scores_gemma":[0.9984383,0.0013578663,0.00004983176,0.000046367564,0.00002453808,0.000083118575],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054215733,0.000031875614,0.00006128342,0.00001560617,0.0001850477,0.00003900305,0.00007873357,0.000026920203,0.00016792974],"category_scores_gemma":[0.0012166273,0.000023429131,0.000013204101,0.000057675323,0.00024271035,0.00022800759,0.000013841215,0.000057046116,0.00006027331],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000014594664,0.000011921234,0.18814987,0.000008564355,0.000007988639,1.6392215e-7,0.43976837,9.283358e-9,6.0490396e-7,0.33749115,0.01076242,0.023797488],"study_design_scores_gemma":[0.00020969054,0.00000289375,0.5149429,0.000010469727,0.0000047819335,0.0000010972591,0.006776629,0.000007894227,0.000028977365,0.0014496503,0.47652718,0.00003786033],"about_ca_topic_score_codex":0.01231206,"about_ca_topic_score_gemma":0.00087644625,"teacher_disagreement_score":0.46576476,"about_ca_system_score_codex":0.000043918382,"about_ca_system_score_gemma":0.000033598197,"threshold_uncertainty_score":0.994265},"labels":[],"label_agreement":null},{"id":"W2328743320","doi":"10.1097/cin.0000000000000124","title":"Blogged Nursing","year":2015,"lang":"en","type":"article","venue":"CIN Computers Informatics Nursing","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Monsanto (Canada)","funders":"","keywords":"Closeness; Immediacy; Viewpoints; Social media; Experiential learning; Psychology; Narrative; Nurse education; Nursing; Medical education; Public relations; Medicine; World Wide Web; Pedagogy; Computer science; Political science","score_opus":0.1698465805164989,"score_gpt":0.4336281326980659,"score_spread":0.26378155218156696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2328743320","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35392752,0.00068260875,0.20028958,0.020177454,0.10476038,0.0028210678,0.0000030053525,0.0010396731,0.3162987],"genre_scores_gemma":[0.87260485,0.00003860282,0.12249857,0.0011098452,0.0035870846,0.000058274276,0.000018019911,0.000028003022,0.000056724886],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9982632,0.00016828791,0.0004366006,0.00008650186,0.0005613508,0.00048408084],"domain_scores_gemma":[0.99826866,0.0006479449,0.00021807181,0.00018930068,0.00022856572,0.00044747166],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011479673,0.000109495595,0.00017486705,0.00016186218,0.00056797185,0.0001580226,0.00029573755,0.00013342484,0.000009216333],"category_scores_gemma":[0.0011273794,0.00012817224,0.00004159409,0.00048346192,0.00044604804,0.0005310449,0.000012762598,0.00020513556,0.0000900783],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000058788105,0.00005761839,0.0006364817,0.000014611794,0.0000039745105,3.957973e-7,0.5447226,0.00013330688,7.276223e-7,0.010498221,0.017137975,0.4267882],"study_design_scores_gemma":[0.0023347118,0.00028905625,0.004636862,0.0036699397,0.00010053429,0.000024218243,0.63830835,0.043076683,0.00015237059,0.0480261,0.25814098,0.0012401913],"about_ca_topic_score_codex":0.00016165023,"about_ca_topic_score_gemma":0.000011356112,"teacher_disagreement_score":0.51867735,"about_ca_system_score_codex":0.0014074097,"about_ca_system_score_gemma":0.00088952354,"threshold_uncertainty_score":0.5226712},"labels":[],"label_agreement":null},{"id":"W2329469729","doi":"10.1097/prs.0b013e3182402f85","title":"Connect with Plastic Surgery","year":2012,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social media; Seriousness; Medicine; Politics; Presidential election; Media studies; Internet privacy; Public relations; Advertising; Sociology; Political science; Law; Business; Computer science","score_opus":0.08498925743498818,"score_gpt":0.3249031386116877,"score_spread":0.23991388117669948,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2329469729","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94115096,0.00028446913,0.00029583395,0.00020387697,0.055121608,0.00039648637,0.000016464093,0.00017248964,0.0023578354],"genre_scores_gemma":[0.9953542,0.00009847793,0.00029855434,0.000042250133,0.0037270235,0.00041348496,0.000014546781,0.000036068963,0.000015420068],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968378,0.0006391307,0.0004724453,0.0003267317,0.0005888342,0.001135071],"domain_scores_gemma":[0.7846267,0.21409936,0.0003174654,0.00016116932,0.00022874057,0.00056655036],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018963596,0.00023313347,0.0005316541,0.00038610018,0.0006592417,0.00005858598,0.00011645545,0.00019052255,0.0009864175],"category_scores_gemma":[0.08321199,0.00022366444,0.00013155353,0.00086090335,0.0009759875,0.0006963841,0.000019181567,0.00028552953,0.0002987653],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006597467,0.00006934211,0.97094053,0.000041720617,0.00004726332,0.0000037696163,0.0055105183,0.000001347791,0.0000047227322,0.0020722572,0.001339377,0.019903187],"study_design_scores_gemma":[0.00014515517,0.000023483979,0.9673693,0.00027435424,0.000084390515,0.000037789825,0.0121761365,0.000007006186,0.000094913805,0.00028455246,0.018904041,0.00059888494],"about_ca_topic_score_codex":0.0013584432,"about_ca_topic_score_gemma":0.00046203504,"teacher_disagreement_score":0.21346024,"about_ca_system_score_codex":0.00044606157,"about_ca_system_score_gemma":0.002014919,"threshold_uncertainty_score":0.9999268},"labels":[],"label_agreement":null},{"id":"W2331116130","doi":"10.3821/1913-701x-143.3.122","title":"Pharmacy 2.0","year":2010,"lang":"en","type":"article","venue":"Canadian Pharmacists Journal / Revue des Pharmaciens du Canada","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Pharmacy; Wonder; Phone; Reading (process); Internet privacy; Specialty; Medical education; Psychology; Medicine; Public relations; Family medicine; Computer science; Political science; Social psychology","score_opus":0.10304960940090488,"score_gpt":0.38367244866555067,"score_spread":0.2806228392646458,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2331116130","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9258617,0.00038296313,0.000017380224,0.002452971,0.055167306,0.00092493684,0.00012224333,0.00007787963,0.014992587],"genre_scores_gemma":[0.980268,0.0036955657,0.00035690426,0.0033941192,0.011534233,0.0001180922,0.000014533608,0.00005884721,0.000559687],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99607223,0.0004049915,0.0006033649,0.00038244447,0.00081577036,0.0017212161],"domain_scores_gemma":[0.9919944,0.0007119445,0.00030950436,0.00024490114,0.00097307423,0.005766218],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001979501,0.00030194837,0.0003056379,0.00042205557,0.0038190358,0.000369304,0.0010751502,0.0001084078,0.0060940953],"category_scores_gemma":[0.0032779274,0.00036381622,0.00013449106,0.0010813227,0.0006492129,0.00069273676,0.00002649259,0.0016957922,0.00008136124],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007347974,0.00011422333,0.034556266,0.00014330634,0.00014924933,0.02309046,0.043891955,0.000055331428,0.004496674,0.0032727544,0.12493872,0.7652176],"study_design_scores_gemma":[0.00083894504,0.0000088825545,0.00010543545,0.0000066203056,0.000057844038,0.04026376,0.000086528664,0.00015682704,0.0006449089,0.000268862,0.9570882,0.00047320113],"about_ca_topic_score_codex":0.57778174,"about_ca_topic_score_gemma":0.90379524,"teacher_disagreement_score":0.83214945,"about_ca_system_score_codex":0.003635213,"about_ca_system_score_gemma":0.029534623,"threshold_uncertainty_score":0.9998814},"labels":[],"label_agreement":null},{"id":"W2331875352","doi":"10.15766/mep_2374-8265.9028","title":"Surgery 101 Podcast: Episodes 41–50","year":2011,"lang":"en","type":"article","venue":"MedEdPORTAL","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Library science; Medicine; Computer science","score_opus":0.27678202743965713,"score_gpt":0.39250811331811525,"score_spread":0.11572608587845812,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2331875352","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9010593,0.00024915204,0.000016723103,0.001483525,0.011079365,0.00046328458,0.0000033493839,0.00017708317,0.085468195],"genre_scores_gemma":[0.99602395,0.00010593601,0.0006426173,0.00024861653,0.0019845983,0.0002670695,0.000009958167,0.000018716119,0.00069854193],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982904,0.00021484823,0.00031530202,0.00021960193,0.00045272105,0.00050713035],"domain_scores_gemma":[0.9982356,0.0010112288,0.00015965686,0.0001823342,0.00010100623,0.00031018563],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013554359,0.000101855236,0.00019628546,0.0001082501,0.00044103956,0.000025255391,0.0001865715,0.00014582474,0.004587645],"category_scores_gemma":[0.003332048,0.000108148444,0.0000909469,0.00035552672,0.00031832352,0.00023071846,0.000017807095,0.00013847413,0.0005919164],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014849919,0.00017064632,0.8132966,0.000025842613,0.000016053742,0.00002267117,0.10127403,4.7969944e-8,0.000013435389,0.010847392,0.016920518,0.05739791],"study_design_scores_gemma":[0.00009607986,0.000029199355,0.71201414,0.000036686102,0.00002433319,0.0000036676527,0.016881408,0.0000012162119,0.0003125969,0.0064596785,0.26382002,0.0003209585],"about_ca_topic_score_codex":0.025149902,"about_ca_topic_score_gemma":0.006895921,"teacher_disagreement_score":0.24689952,"about_ca_system_score_codex":0.0001189388,"about_ca_system_score_gemma":0.0007308363,"threshold_uncertainty_score":0.9963223},"labels":[],"label_agreement":null},{"id":"W2333390882","doi":"10.1503/cmaj.141417","title":"Advancing social media in medical education","year":2015,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":66,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Grassroots; Social media; Value (mathematics); Public relations; Medical education; Computer science; Medicine; Political science; World Wide Web; Law; Politics","score_opus":0.042366029298124476,"score_gpt":0.38369250716167486,"score_spread":0.34132647786355036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2333390882","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3756222,0.00065077335,0.00002613917,0.5436553,0.041045424,0.0005318614,0.000005562177,0.00006719945,0.038395558],"genre_scores_gemma":[0.9341749,0.0005063853,0.00031334572,0.024970591,0.039609846,0.0001801744,0.000022637636,0.00003628172,0.00018584818],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9922437,0.001284555,0.0006692876,0.00018760591,0.0046284962,0.0009863736],"domain_scores_gemma":[0.9903394,0.001863121,0.00031481538,0.000070354356,0.0010400526,0.0063722716],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.013956806,0.0001172958,0.00025681622,0.0004475903,0.0006838386,0.000121476,0.00048038337,0.0009847272,0.004583023],"category_scores_gemma":[0.19497423,0.00013400007,0.0000661688,0.0009722889,0.00014330099,0.00038860153,0.000016040054,0.0014956205,0.00025071416],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0000069946186,0.000116009425,0.18439692,0.000006555144,0.000012836847,0.000090545655,0.098027095,7.1925206e-7,1.5865884e-7,0.008402176,0.30365053,0.40528947],"study_design_scores_gemma":[0.00063383265,0.000011553487,0.04163351,0.000088334935,0.0000068944482,0.000027082937,0.040175196,0.000032692544,3.5403508e-7,0.0035486508,0.91367066,0.00017124272],"about_ca_topic_score_codex":0.06151795,"about_ca_topic_score_gemma":0.83448505,"teacher_disagreement_score":0.7729671,"about_ca_system_score_codex":0.009984549,"about_ca_system_score_gemma":0.12844583,"threshold_uncertainty_score":0.9963269},"labels":[],"label_agreement":null},{"id":"W2334121537","doi":"10.1177/171516350613900601","title":"Public Relations for Pharmacists 101","year":2006,"lang":"en","type":"article","venue":"Canadian Pharmacists Journal / Revue des Pharmaciens du Canada","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.1765342079482017,"score_gpt":0.3674246470585494,"score_spread":0.19089043911034767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2334121537","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85275877,0.0039187646,0.0013956612,0.014022706,0.06925858,0.006705338,0.0017011026,0.0003286078,0.049910493],"genre_scores_gemma":[0.9830013,0.0016120236,0.0007351323,0.001770546,0.010064715,0.0004789795,0.0001082259,0.00007692864,0.0021521673],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9954884,0.00047325986,0.0008453198,0.0004526915,0.00077397545,0.001966349],"domain_scores_gemma":[0.9930721,0.0012477253,0.00045533341,0.00021726589,0.0016233579,0.0033842155],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002002523,0.00033793945,0.0003591458,0.00058975903,0.0053183874,0.00050089805,0.00085374125,0.00014759436,0.0020025112],"category_scores_gemma":[0.0028052484,0.0004208329,0.00020474417,0.0013772091,0.0005027311,0.0008927305,0.000020567262,0.0006825304,0.00004282642],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00009794373,0.00022535083,0.0244254,0.00026850108,0.00020834772,0.0063211937,0.014658415,0.0005816778,0.00058454013,0.014888111,0.66589236,0.27184817],"study_design_scores_gemma":[0.0015324808,0.000020728703,0.00013906103,0.000011586154,0.00011026282,0.015648438,0.00007240546,0.00060132454,0.00018735485,0.0023667214,0.97868735,0.0006222884],"about_ca_topic_score_codex":0.22893034,"about_ca_topic_score_gemma":0.6517452,"teacher_disagreement_score":0.42281485,"about_ca_system_score_codex":0.0095369825,"about_ca_system_score_gemma":0.024142887,"threshold_uncertainty_score":0.99982435},"labels":[],"label_agreement":null},{"id":"W2334210397","doi":"10.1007/s10897-016-9950-0","title":"It's Time for the Genetic Counseling Profession to Embrace Social Media","year":2016,"lang":"en","type":"review","venue":"Journal of Genetic Counseling","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal University Hospital; Princess Margaret Cancer Centre; University of Toronto; Newborn Screening Ontario; Children's Hospital of Eastern Ontario","funders":"","keywords":"Genetic counseling; Social media; Resistance (ecology); Public relations; Health care; Public health; Medicine; Sociology; Psychology; Nursing; Political science","score_opus":0.11988961366163747,"score_gpt":0.4521163291465956,"score_spread":0.33222671548495813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2334210397","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00026463874,0.9682146,0.0026952613,0.0074039996,0.017921012,0.0033983751,0.00002330006,0.000025164547,0.000053677293],"genre_scores_gemma":[0.000036584013,0.969158,0.00353747,0.0003690954,0.026096327,0.0005363674,0.0000029267665,0.00009639295,0.00016683152],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9942073,0.0010408711,0.0019938808,0.00036265733,0.0015926079,0.000802639],"domain_scores_gemma":[0.9753287,0.02005892,0.002408353,0.00027847828,0.0015182642,0.00040731553],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.006165259,0.0003916283,0.0014292735,0.00031179545,0.001673375,0.00018493219,0.0011999661,0.000605708,0.00021526268],"category_scores_gemma":[0.009753606,0.00025687242,0.00066286913,0.0006484436,0.00020454319,0.00010904484,0.000041041378,0.0006535093,0.00015693785],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019443698,0.000025368448,0.0000021439378,0.0010789052,0.00007678417,0.0000026050616,0.060883258,0.000005094808,0.0000025853485,0.000015434565,0.01092433,0.92696404],"study_design_scores_gemma":[0.0001975786,0.000059708367,0.000016980326,0.009479448,0.0007105532,0.000015067205,0.00427791,0.0000115730045,2.785792e-7,0.00028402798,0.9846472,0.00029967946],"about_ca_topic_score_codex":0.000044969016,"about_ca_topic_score_gemma":0.00016651313,"teacher_disagreement_score":0.9737229,"about_ca_system_score_codex":0.00090201735,"about_ca_system_score_gemma":0.0068647987,"threshold_uncertainty_score":0.9999884},"labels":[],"label_agreement":null},{"id":"W2340001718","doi":"10.1177/1557988315617826","title":"Social Media and Men’s Health: A Content Analysis of <i>Twitter</i> Conversations During the 2013 Movember Campaigns in the United States, Canada, and the United Kingdom","year":2015,"lang":"en","type":"article","venue":"American Journal of Men s Health","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"CONTEST; Social media; Content analysis; Kingdom; Political science; Medicine; Sociology","score_opus":0.15155414598957892,"score_gpt":0.38255523199801245,"score_spread":0.23100108600843353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2340001718","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7585409,0.00027532276,0.00001273673,0.24041735,0.0002279073,0.00048656543,0.000018138357,0.0000030339777,0.00001805044],"genre_scores_gemma":[0.9895983,0.0017629956,0.000042400003,0.008271355,0.00025645617,0.000040676627,0.0000148020035,0.00000807671,0.000004955934],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9937457,0.004019593,0.00082051783,0.000118300726,0.0008907541,0.00040514342],"domain_scores_gemma":[0.9921628,0.0051706843,0.0017123696,0.0001367178,0.00044704514,0.00037035454],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007645698,0.00011222192,0.00056667754,0.0003469496,0.00075731886,0.00004301614,0.00029050896,0.00003042378,0.000007258623],"category_scores_gemma":[0.0011896834,0.00006436122,0.000052120366,0.0026301907,0.0012813207,0.00008232302,0.000024185318,0.00039564015,1.13828584e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016102537,0.000045189776,0.07457025,0.000020274701,0.00019613441,0.00000161341,0.916145,0.0001466646,4.3292638e-7,0.0012473187,0.00646378,0.0010022955],"study_design_scores_gemma":[0.0012507286,0.00012211165,0.2608527,0.00003424438,0.00012101175,0.0000039713477,0.7277587,0.00031025065,3.1787562e-7,0.00019381427,0.009276479,0.00007568368],"about_ca_topic_score_codex":0.983345,"about_ca_topic_score_gemma":0.8888573,"teacher_disagreement_score":0.232146,"about_ca_system_score_codex":0.0010450239,"about_ca_system_score_gemma":0.004590013,"threshold_uncertainty_score":0.8142486},"labels":[],"label_agreement":null},{"id":"W2341406849","doi":"","title":"Evaluating the feasibility of using online software to collect patient information in a chiropractic practice-based research network.","year":2016,"lang":"en","type":"article","venue":"PubMed","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Regional Cancer Foundation; University of Calgary","funders":"","keywords":"Chiropractic; Quality (philosophy); Data collection; Medical education; Medicine; Computer science; Alternative medicine; Pathology","score_opus":0.6658314981898475,"score_gpt":0.5614693612097582,"score_spread":0.10436213698008934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2341406849","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96977854,0.00004346058,0.00016426886,0.022462003,0.0011081309,0.0062115695,0.000006656875,0.000020991964,0.00020435362],"genre_scores_gemma":[0.9888239,0.000012182795,0.0067357053,0.00044113552,0.00036523974,0.0036075062,0.0000023784698,0.000006059851,0.0000059146464],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99508005,0.0024734177,0.0004826222,0.00014861838,0.0011658362,0.0006494646],"domain_scores_gemma":[0.9847963,0.013464771,0.00035276506,0.00023895466,0.0009956744,0.00015154837],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.017362135,0.000060600385,0.00012249936,0.00015413696,0.00055914785,0.000046201232,0.00019844488,0.000079769336,0.000020193187],"category_scores_gemma":[0.2438017,0.000041934938,0.000026095622,0.0018019368,0.0001715668,0.00063939043,0.00005212308,0.00020124353,0.000004267959],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032968938,0.00019699823,0.07186079,0.00002883055,0.000004752195,1.9664151e-7,0.027566096,0.0011427676,0.0000071657937,0.000101933736,0.00025175765,0.898509],"study_design_scores_gemma":[0.0009722767,0.00028599036,0.96196705,0.00019266424,0.000024407434,4.938283e-7,0.015363935,0.0008323542,0.000043408007,0.0015008046,0.018626597,0.00018999647],"about_ca_topic_score_codex":0.009146838,"about_ca_topic_score_gemma":0.0034045773,"teacher_disagreement_score":0.898319,"about_ca_system_score_codex":0.0017833118,"about_ca_system_score_gemma":0.001900657,"threshold_uncertainty_score":0.99745136},"labels":[],"label_agreement":null},{"id":"W2341482796","doi":"10.25300/misq/2016/40.1.11","title":"The Creation of Social Value: Can An Online Health Community Reduce Rural–Urban Health Disparities?1","year":2016,"lang":"en","type":"article","venue":"MIS Quarterly","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":350,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Value (mathematics); Health equity; Public relations; Business; Economic growth; Political science; Health care; Economics; Computer science","score_opus":0.11383583489410563,"score_gpt":0.4277230821433005,"score_spread":0.31388724724919487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2341482796","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7802091,0.0002599423,0.000042699485,0.21610183,0.0019876026,0.00089758605,0.0001091397,0.00008277164,0.0003092834],"genre_scores_gemma":[0.9967425,0.00019938042,0.00014172605,0.00096909056,0.0015234795,0.000111389294,0.000070443166,0.000018832208,0.00022318214],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9939338,0.004179731,0.0005932857,0.00014719508,0.0005337464,0.0006122277],"domain_scores_gemma":[0.99667853,0.0018377003,0.0005712991,0.00035610446,0.0002194008,0.00033694392],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0034195983,0.00012523217,0.00028713065,0.00005694121,0.0038495013,0.000057850193,0.00047265063,0.00011153655,0.000031000796],"category_scores_gemma":[0.000731803,0.00009215251,0.00006467633,0.00031593195,0.0007462482,0.00022012905,0.000008318457,0.00026578398,0.0000055047976],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025905669,0.00026685905,0.004602957,0.00004792925,0.000008934185,4.1487986e-8,0.49106777,4.0678508e-8,0.000041202795,0.022319268,0.006681448,0.47493765],"study_design_scores_gemma":[0.0006942825,0.0017995407,0.53426206,0.00018901165,0.000011302897,5.4415955e-7,0.4018261,0.000006147648,0.00002035738,0.008109503,0.052825827,0.00025531478],"about_ca_topic_score_codex":0.30263606,"about_ca_topic_score_gemma":0.18653606,"teacher_disagreement_score":0.5296591,"about_ca_system_score_codex":0.0010234,"about_ca_system_score_gemma":0.0023469208,"threshold_uncertainty_score":0.9974474},"labels":[],"label_agreement":null},{"id":"W2341538545","doi":"10.1016/j.ptsp.2016.03.001","title":"A picture tells a thousand words: A content analysis of concussion-related images online","year":2016,"lang":"en","type":"article","venue":"Physical Therapy in Sport","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Concussion; Social media; Infographic; Content analysis; Image sharing; Computer science; Coding (social sciences); Multimedia; Psychology; Information retrieval; Artificial intelligence; Poison control; Medicine; World Wide Web; Image (mathematics); Injury prevention; Data mining","score_opus":0.08924930409205092,"score_gpt":0.407824802501189,"score_spread":0.3185754984091381,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2341538545","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99491113,0.00018669284,0.000018129127,0.003394446,0.00047077917,0.00062715943,0.000024028692,0.00003852344,0.00032912966],"genre_scores_gemma":[0.9981442,0.0009682335,0.00007517405,0.00014543247,0.00038985847,0.00010977913,0.0000102579115,0.0000105696145,0.00014647139],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986034,0.00014134248,0.00035478655,0.00022424785,0.0004022707,0.00027394845],"domain_scores_gemma":[0.9983145,0.0010232932,0.00022188308,0.00018639638,0.0001307619,0.00012313786],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045424188,0.00010973465,0.00046737486,0.00017220712,0.00007536456,0.000008296957,0.00018853463,0.000100106765,0.0002595676],"category_scores_gemma":[0.0004236265,0.00006709496,0.00017579793,0.0015000914,0.00036364165,0.00010610327,0.000011128732,0.00012259628,0.0000059337867],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001651716,0.0012263699,0.74144435,0.0000069944035,0.00034405987,0.0000035915803,0.076662935,0.0000066578677,0.00862574,0.0028856113,0.00007757387,0.16855092],"study_design_scores_gemma":[0.0009003313,0.00011634319,0.9842173,0.00008798987,0.00010932127,6.760526e-8,0.0044890274,0.000023146316,0.001177285,0.00200958,0.0066891764,0.00018042293],"about_ca_topic_score_codex":0.002722897,"about_ca_topic_score_gemma":0.00040294317,"teacher_disagreement_score":0.24277294,"about_ca_system_score_codex":0.00013558858,"about_ca_system_score_gemma":0.00022172678,"threshold_uncertainty_score":0.41162243},"labels":[],"label_agreement":null},{"id":"W2345019564","doi":"10.2196/publichealth.5205","title":"Leveraging Social Media to Promote Public Health Knowledge: Example of Cancer Awareness via Twitter","year":2016,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":140,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Cancer Institute; National Institutes of Health","keywords":"Social media; Public health; Internet privacy; Health communication; Computer science; Psychology; Data science; Public relations; Medicine; World Wide Web; Political science","score_opus":0.22277144391224288,"score_gpt":0.44071204412096976,"score_spread":0.21794060020872688,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2345019564","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6593106,0.0015460423,0.00074305944,0.33264002,0.0035420554,0.0017854729,0.00003105197,0.00013156627,0.00027015485],"genre_scores_gemma":[0.99142605,0.0009280809,0.00022770325,0.0034348865,0.0023566408,0.0014743381,0.000017608254,0.000034044268,0.00010062729],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9947669,0.0015781034,0.00078721205,0.0005820343,0.00065788947,0.0016278918],"domain_scores_gemma":[0.9948532,0.0017337964,0.00050028355,0.00026151055,0.0006307267,0.0020204613],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006379559,0.00021053075,0.000623013,0.00028285178,0.0012507036,0.000093769144,0.00036215127,0.00017383686,0.00015168528],"category_scores_gemma":[0.0034230358,0.0001796271,0.0000568747,0.0012620357,0.00034614484,0.00033636097,0.00008243713,0.00018745204,0.000020680513],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000070877,0.00008128667,0.25058162,0.00019489229,0.000007203122,1.2612755e-7,0.17836033,1.3481275e-8,0.0000067437304,0.00078135915,0.0048505557,0.5651288],"study_design_scores_gemma":[0.0003668879,0.000056878467,0.36652014,0.0000425881,2.2630438e-7,3.6271345e-7,0.003227259,0.0000031385382,0.0000011756271,0.00019216549,0.6294094,0.00017983213],"about_ca_topic_score_codex":0.027465805,"about_ca_topic_score_gemma":0.040426042,"teacher_disagreement_score":0.6245588,"about_ca_system_score_codex":0.0012106295,"about_ca_system_score_gemma":0.013454657,"threshold_uncertainty_score":0.99213815},"labels":[],"label_agreement":null},{"id":"W2345895181","doi":"10.2196/resprot.4203","title":"Measuring Health Information Dissemination and Identifying Target Interest Communities on Twitter: Methods Development and Case Study of the @SafetyMD Network","year":2016,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Pennsylvania Department of Health","keywords":"Social media; Information Dissemination; Health information; Internet privacy; Data science; Computer science; Dissemination; Microblogging; World Wide Web; Public relations; Psychology; Health care; Political science; Telecommunications","score_opus":0.7407745288025198,"score_gpt":0.6677006593991764,"score_spread":0.07307386940334337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2345895181","genre_codex":"empirical","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.64486754,0.000008660536,0.00029664027,0.0027024508,0.00008982753,0.35187435,0.000001058972,0.00002171628,0.00013774338],"genre_scores_gemma":[0.4862417,0.000004186456,0.0011921651,0.000021821063,0.00008248511,0.51243776,5.0002046e-7,0.0000048910774,0.000014464258],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9941977,0.0043433406,0.00040280982,0.000101164325,0.00060790096,0.00034704534],"domain_scores_gemma":[0.99581224,0.003320427,0.00022797607,0.00019881931,0.0003133619,0.00012719195],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.011653243,0.00007292683,0.00013641377,0.000144479,0.0018146122,0.00012552642,0.00020798961,0.000054737087,0.00001007485],"category_scores_gemma":[0.0014074829,0.00004798958,0.000010924321,0.00039268867,0.00029391178,0.00043282172,0.00019620018,0.00026355695,0.000001607037],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041158124,0.00013574597,0.05915005,0.00029286576,0.000006712614,7.1586913e-7,0.5204485,4.6855743e-7,0.000011024104,0.00085350336,0.00026131404,0.41879794],"study_design_scores_gemma":[0.0011068997,0.0008238598,0.26649556,0.0073642926,0.0000017211597,0.00000845686,0.59443974,0.000015350797,0.00050850894,0.001214239,0.12782569,0.00019568857],"about_ca_topic_score_codex":0.00290669,"about_ca_topic_score_gemma":0.0051606395,"teacher_disagreement_score":0.41860223,"about_ca_system_score_codex":0.00040166994,"about_ca_system_score_gemma":0.00043913693,"threshold_uncertainty_score":0.9994849},"labels":[],"label_agreement":null},{"id":"W2365773746","doi":"10.2196/publichealth.4831","title":"Medical Institutions and Twitter: A Novel Tool for Public Communication in Japan","year":2016,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Ministry of Health, Labour and Welfare","keywords":"Social media; The Internet; Microblogging; Medicine; Public health; Medical education; Family medicine; Nursing; World Wide Web; Computer science","score_opus":0.1962763999349177,"score_gpt":0.4374454661698885,"score_spread":0.2411690662349708,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2365773746","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5582747,0.00062977534,0.00076735206,0.43783763,0.0005113537,0.0014973948,0.0000139500735,0.00005504981,0.00041278577],"genre_scores_gemma":[0.9907168,0.0028907654,0.000502871,0.0034333272,0.0003071329,0.002079312,0.000020147956,0.000007981788,0.00004165359],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979273,0.00049167994,0.00039672945,0.00024542748,0.00033303598,0.00060582167],"domain_scores_gemma":[0.9957958,0.0028913647,0.00014161132,0.00020078933,0.00016830747,0.0008021644],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00515772,0.00008530322,0.00020917661,0.00014697641,0.0007403245,0.00009194374,0.00020614092,0.00016914793,0.000029607323],"category_scores_gemma":[0.015676236,0.000071380244,0.000018037746,0.00042588153,0.00052915316,0.00038245623,0.000043750162,0.00013619804,0.0000030224157],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000064110673,0.00008939836,0.6441321,0.00006518445,0.0000022103893,5.0578173e-8,0.01170148,4.454232e-9,0.0000012389711,0.076696835,0.0011930179,0.2661121],"study_design_scores_gemma":[0.00068685034,0.00003841182,0.37629333,0.000030777373,9.2737885e-8,0.0000012246351,0.0016296462,0.00001665537,2.6828754e-8,0.0004085644,0.62080747,0.000086930566],"about_ca_topic_score_codex":0.002420389,"about_ca_topic_score_gemma":0.023065254,"teacher_disagreement_score":0.6196145,"about_ca_system_score_codex":0.00032351655,"about_ca_system_score_gemma":0.0051409765,"threshold_uncertainty_score":0.9947613},"labels":[],"label_agreement":null},{"id":"W2367986181","doi":"10.1111/jjns.12125","title":"The image of nursing: A glimpse of the Internet","year":2016,"lang":"en","type":"article","venue":"Japan Journal of Nursing Science","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"","keywords":"Nursing; The Internet; Perception; Perspective (graphical); Affect (linguistics); Psychology; Test (biology); Medicine; Computer science; Artificial intelligence","score_opus":0.10282587376742273,"score_gpt":0.44600301997155567,"score_spread":0.3431771462041329,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2367986181","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94696516,0.00020817383,0.0001671332,0.037891053,0.010446788,0.00021780684,8.230668e-7,0.0000044362027,0.0040986007],"genre_scores_gemma":[0.9987946,0.0000450629,0.0005844608,0.000026186744,0.00045970688,0.000002398583,7.093369e-9,0.0000044636317,0.00008310945],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.997634,0.00031590543,0.00048994104,0.00010252887,0.0011242989,0.00033332437],"domain_scores_gemma":[0.9962179,0.0015740417,0.0010074213,0.00021316585,0.00082988734,0.00015754932],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0042416803,0.000060912753,0.00014926743,0.00011001156,0.00057687005,0.000052991712,0.0012809697,0.0000417461,0.000016128455],"category_scores_gemma":[0.010136343,0.000029490102,0.000093095,0.0009537244,0.008045882,0.00045200094,0.00001334053,0.00014496116,0.0000018833854],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000070098264,0.00027765095,0.010579613,0.000007996764,0.0000072974635,3.2806733e-7,0.30582422,7.4056584e-7,0.041223876,0.031999215,0.0024123404,0.60759664],"study_design_scores_gemma":[0.001176067,0.00097472983,0.54955184,0.0112706395,0.0001365511,0.00008492497,0.25945485,0.000050833693,0.08998823,0.080283545,0.0066748033,0.00035297088],"about_ca_topic_score_codex":0.00011245291,"about_ca_topic_score_gemma":0.000019317675,"teacher_disagreement_score":0.60724366,"about_ca_system_score_codex":0.0006604112,"about_ca_system_score_gemma":0.0018949574,"threshold_uncertainty_score":0.9982017},"labels":[],"label_agreement":null},{"id":"W2378568252","doi":"10.1016/j.eurpsy.2016.01.2277","title":"E-mental health: Updates on recent achievements and pitfalls","year":2016,"lang":"en","type":"article","venue":"European Psychiatry","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Advancing Health Outcomes","funders":"","keywords":"Confidentiality; Declaration; Social media; Internet privacy; Health care; Psychology; Mental health; Interpersonal communication; The Internet; Download; Mental healthcare; Public relations; Medicine; Social psychology; Computer science; Psychiatry; Political science; World Wide Web; Computer security","score_opus":0.06256622199382829,"score_gpt":0.3768706608269981,"score_spread":0.31430443883316983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2378568252","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.54990506,0.0013494443,0.000011680946,0.38418472,0.023462867,0.0009903064,0.00002126825,0.0001557852,0.03991885],"genre_scores_gemma":[0.9522568,0.010542307,0.002746549,0.024436427,0.008190282,0.000084324034,0.000025001718,0.00009714542,0.0016211619],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981248,0.0007278974,0.00023525608,0.0002605883,0.0002926835,0.0003588102],"domain_scores_gemma":[0.9992029,0.00017553137,0.00013752948,0.00016163106,0.000029575196,0.0002928295],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011019947,0.00009688155,0.00009746597,0.000058209574,0.0006374096,0.000035496967,0.00016977935,0.000029342653,0.00025094935],"category_scores_gemma":[0.00034237487,0.00007672811,0.0000221197,0.0001472742,0.00014594606,0.00010640004,0.000031681964,0.00008714569,0.0006057995],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054298853,0.0003346372,0.22406417,0.000027788255,0.000018734056,6.0156174e-7,0.040982205,2.5550143e-8,0.000037840295,0.03532518,0.15543556,0.54371893],"study_design_scores_gemma":[0.00043241368,0.00015878314,0.16931349,0.00020580972,0.0000021778428,2.8707163e-7,0.0033057644,5.3252943e-8,0.0000039380875,0.0008463299,0.8256062,0.00012473465],"about_ca_topic_score_codex":0.00022857044,"about_ca_topic_score_gemma":0.00035023104,"teacher_disagreement_score":0.67017066,"about_ca_system_score_codex":0.00017547602,"about_ca_system_score_gemma":0.0002682346,"threshold_uncertainty_score":0.7786529},"labels":[],"label_agreement":null},{"id":"W2395335952","doi":"","title":"On the Net : A cornucopia of medical images on the Net","year":2001,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Bookmarking; Presentation (obstetrics); Upload; The Internet; Computer science; Multimedia; World Wide Web; Internet privacy; Medicine; Surgery","score_opus":0.04415883087302338,"score_gpt":0.35067350168267897,"score_spread":0.3065146708096556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2395335952","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2879909,0.00008839641,0.000009940759,0.68750125,0.0049338047,0.00036209731,0.000009267239,0.000013604192,0.019090738],"genre_scores_gemma":[0.9335876,0.0011620772,0.000009839415,0.05664735,0.007959777,0.00008355486,0.000003555051,0.000015752223,0.0005304623],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9924941,0.0015141759,0.00048880494,0.0001373673,0.004717369,0.0006481877],"domain_scores_gemma":[0.9859469,0.011371416,0.0004078023,0.00015548148,0.00040517966,0.0017132384],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.011930787,0.00010824664,0.00019313104,0.00011554425,0.0013652471,0.00011867906,0.00086936145,0.000517148,0.028826438],"category_scores_gemma":[0.093446694,0.00006843289,0.00009674422,0.0006097741,0.00035434763,0.00007702056,0.000014430126,0.0015712786,0.00017790413],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010714586,0.00006001831,0.03167124,0.0000025478155,0.00004443612,0.000049900693,0.010558246,0.0000013140989,5.396373e-7,0.06446051,0.846932,0.046208516],"study_design_scores_gemma":[0.00031694715,0.00008761753,0.051754575,0.00017107931,0.000015111549,0.000016765054,0.008404439,0.00007028239,0.000003240653,0.0053129285,0.93372905,0.00011798143],"about_ca_topic_score_codex":0.051519215,"about_ca_topic_score_gemma":0.15712611,"teacher_disagreement_score":0.64559674,"about_ca_system_score_codex":0.0015143717,"about_ca_system_score_gemma":0.010688888,"threshold_uncertainty_score":0.99993485},"labels":[],"label_agreement":null},{"id":"W2397211245","doi":"10.3233/978-1-61499-209-7-276","title":"Perceptions of the Roles of Social Networking in Simulation Augmented Medical Education and Training","year":2013,"lang":"en","type":"article","venue":"Studies in health technology and informatics","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children","funders":"","keywords":"Tying; Perception; Curriculum; Knot tying; Medical education; Computer science; Collaborative learning; Psychology; Knowledge management; Medicine; Pedagogy","score_opus":0.10087475249199648,"score_gpt":0.4634130800432222,"score_spread":0.3625383275512257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2397211245","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9813988,0.0011752327,0.000016946362,0.015777085,0.00068665633,0.00066240644,4.261375e-7,0.000012674836,0.00026976416],"genre_scores_gemma":[0.9968812,0.0022794483,0.0003784809,0.0002360616,0.00006617965,0.00015360842,6.604787e-7,0.0000018491079,0.0000025408415],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99894416,0.00011795718,0.00057628285,0.000042178053,0.00015237044,0.00016705655],"domain_scores_gemma":[0.99898684,0.00053932273,0.00029992397,0.000047670004,0.000099295394,0.000026933896],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010081759,0.00004391795,0.00017998893,0.0002212672,0.00032981046,0.0000027824408,0.000079817575,0.00016034025,0.0000066515413],"category_scores_gemma":[0.002929208,0.000037528782,0.000008547886,0.0006567619,0.0009896781,0.00012007508,0.000051370218,0.00019555491,1.9870916e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000012974568,0.000028420161,0.19841503,0.00024362434,0.0000037145298,4.7052016e-9,0.48600158,0.000017193053,2.2609476e-7,0.013844882,0.000039510924,0.30140454],"study_design_scores_gemma":[0.00017404083,0.000032384145,0.2370083,0.00042086502,0.00000268193,3.2304874e-7,0.74908996,0.0022692694,6.013175e-7,0.009563451,0.0013958913,0.000042208063],"about_ca_topic_score_codex":0.0005046418,"about_ca_topic_score_gemma":0.0031263905,"teacher_disagreement_score":0.30136234,"about_ca_system_score_codex":0.000121009514,"about_ca_system_score_gemma":0.0005931954,"threshold_uncertainty_score":0.364651},"labels":[],"label_agreement":null},{"id":"W2398453273","doi":"10.1093/asj/sjw069","title":"How Social Are We? A Cross-Sectional Study of the Website Presence and Social Media Activity of Canadian Plastic Surgeons","year":2016,"lang":"en","type":"article","venue":"Aesthetic Surgery Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":57,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Women's College Hospital; University of Toronto","funders":"","keywords":"Medicine; Social media; Plastic surgery; The Internet; Family medicine; Internal medicine; Ophthalmology","score_opus":0.14460547952629482,"score_gpt":0.3500342909547989,"score_spread":0.20542881142850405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2398453273","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9741583,0.000042957934,0.0000036502176,0.019724883,0.0056928755,0.00030570646,0.000027529133,0.000008522867,0.000035590292],"genre_scores_gemma":[0.9992552,0.000119529024,0.0000027304363,0.00001041657,0.0005276472,0.000038897837,2.4040494e-7,0.000012344629,0.000033008866],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99690837,0.0011307118,0.00038562692,0.00017954317,0.00093317224,0.0004625782],"domain_scores_gemma":[0.99155676,0.006877625,0.000763501,0.00010010016,0.00044544373,0.00025656735],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0022840044,0.00011839028,0.00031467408,0.00035953688,0.0017147536,0.00010141136,0.0002442259,0.00016724585,0.00006531848],"category_scores_gemma":[0.0024846327,0.00008383699,0.00014293556,0.00067431893,0.0010217469,0.0002859691,0.000032310658,0.00027143056,0.0000012888003],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030359713,0.00011802619,0.94055617,0.000007783078,0.000014477424,0.000003279702,0.03127114,2.4924677e-7,0.000014270602,0.00016304333,0.00075311546,0.027068062],"study_design_scores_gemma":[0.00023922726,0.000015942262,0.98853976,0.000045828754,0.000015687487,0.000054110078,0.008573121,6.1934776e-7,0.000013662321,0.00042028306,0.0019875504,0.0000941918],"about_ca_topic_score_codex":0.042871613,"about_ca_topic_score_gemma":0.32926145,"teacher_disagreement_score":0.28638986,"about_ca_system_score_codex":0.00030141202,"about_ca_system_score_gemma":0.002506626,"threshold_uncertainty_score":0.99958485},"labels":[],"label_agreement":null},{"id":"W2399445713","doi":"10.2196/resprot.4826","title":"An Evaluation of Web- and Print-Based Methods to Attract People to a Physical Activity Intervention","year":2016,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Newspaper; Intervention (counseling); Advertising; Psychological intervention; Web application; World Wide Web; Internet privacy; Medicine; Computer science; Business; Nursing","score_opus":0.6952192567354434,"score_gpt":0.7583152107798202,"score_spread":0.06309595404437685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2399445713","genre_codex":"empirical","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.606813,2.7270164e-7,0.0010125195,0.0045669745,0.000030547126,0.38741994,0.0000030819651,0.00002346992,0.00013015214],"genre_scores_gemma":[0.45241454,7.7646924e-8,0.0018064146,0.000007792485,0.00018523488,0.5455682,3.1750446e-7,0.0000064464352,0.000010949604],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99009144,0.0075293733,0.0001685454,0.00032190655,0.0014906541,0.00039809963],"domain_scores_gemma":[0.99525785,0.0028018712,0.00008926421,0.0002907168,0.0011419355,0.00041833823],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.019711163,0.00007109724,0.00016303237,0.00023742473,0.00027253618,0.000064249034,0.0002560781,0.00008548867,0.00014606777],"category_scores_gemma":[0.013642222,0.000057384786,0.00004057163,0.0008165405,0.00014119684,0.00032303197,0.000058701353,0.00016387783,0.00003312532],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022057582,0.00090892246,0.009133293,0.0001177162,0.0000026253142,5.3421243e-8,0.013289987,0.0000012658953,0.050520595,0.0006373659,0.00013165335,0.92503595],"study_design_scores_gemma":[0.0019795902,0.0031143914,0.87145,0.0016621716,0.000006259909,9.5625786e-8,0.0025033911,0.0009831791,0.06383955,0.00290987,0.05130684,0.00024466013],"about_ca_topic_score_codex":0.0016140774,"about_ca_topic_score_gemma":0.002682327,"teacher_disagreement_score":0.9247913,"about_ca_system_score_codex":0.0006169292,"about_ca_system_score_gemma":0.0013008245,"threshold_uncertainty_score":0.9946663},"labels":[],"label_agreement":null},{"id":"W2401921418","doi":"10.4172/2472-1654.100012","title":"Using Social Media as a Pedagogical Tool in Graduate Public Health Education and Training","year":2016,"lang":"en","type":"article","venue":"Journal of Healthcare Communications","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Social media; Public relations; Public health; Dissemination; Work (physics); Health education; Medical education; Sociology; Psychology; Political science; Medicine; Nursing; Engineering","score_opus":0.8544787331063957,"score_gpt":0.6050834805563927,"score_spread":0.24939525255000294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2401921418","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5457376,0.0024023012,0.00007192485,0.45009485,0.0011734247,0.00034615202,0.0000035169267,0.000014034841,0.00015616596],"genre_scores_gemma":[0.98467016,0.0071909497,0.005969523,0.0010612054,0.0010196419,0.000064185944,0.0000028989905,0.000013407129,0.000008026327],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9955947,0.0024011738,0.00091274595,0.00012682081,0.0005200772,0.00044450437],"domain_scores_gemma":[0.9939504,0.0037626098,0.00088477466,0.0002886799,0.000746133,0.00036735693],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0051226253,0.00009531114,0.0003181306,0.00037707842,0.0011509779,0.0000617413,0.0005395149,0.00013893549,0.000021476424],"category_scores_gemma":[0.010861141,0.00008222164,0.000059793183,0.00061925343,0.0004488921,0.0005338903,0.000068863694,0.00048753447,0.0000034497143],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000736233,0.00016941442,0.0116960285,0.000023456972,0.000005306276,3.9842226e-7,0.33228743,3.7474937e-8,0.0000129616155,0.0914086,0.00013193816,0.5642571],"study_design_scores_gemma":[0.0010657943,0.00020753944,0.28427538,0.0009221889,0.000019826955,0.00008179907,0.46866295,0.000013285112,0.0000017472868,0.062907964,0.18148895,0.00035257015],"about_ca_topic_score_codex":0.0058834,"about_ca_topic_score_gemma":0.015636552,"teacher_disagreement_score":0.5639045,"about_ca_system_score_codex":0.0014428959,"about_ca_system_score_gemma":0.014472207,"threshold_uncertainty_score":0.9974708},"labels":[],"label_agreement":null},{"id":"W2402697145","doi":"","title":"Maintaining relationships with your patients by maximizing your online presence.","year":2011,"lang":"en","type":"article","venue":"PubMed","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Emergent BioSolutions (Canada)","funders":"","keywords":"Credibility; Reputation; The Internet; Set (abstract data type); Best practice; Computer science; Online advertising; Marketing; Business; World Wide Web","score_opus":0.3016764958387859,"score_gpt":0.34382248291032264,"score_spread":0.04214598707153672,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2402697145","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97608155,0.00009105858,0.00008627633,0.0023823003,0.002008721,0.0021760932,0.000013940987,0.00013945079,0.017020635],"genre_scores_gemma":[0.9939652,0.000039177,0.0019097659,0.0001260389,0.0005441697,0.0030973474,0.000031614596,0.000019653564,0.00026703437],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99816066,0.00036028432,0.00022799903,0.00022622847,0.0004456191,0.0005792042],"domain_scores_gemma":[0.9985976,0.0005635868,0.00018460998,0.00014866036,0.000185155,0.0003203683],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010716559,0.00009455934,0.00011605244,0.00007623199,0.00067542447,0.000037191938,0.00022473958,0.000116476054,0.000055296863],"category_scores_gemma":[0.0058662356,0.000091927,0.000022879049,0.0004125287,0.00016989135,0.000341542,0.000024032513,0.0002693427,0.000015393549],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021083984,0.00014151182,0.89337057,0.0000065838867,0.000008113111,5.035058e-7,0.05005369,5.0298587e-7,1.096214e-7,0.0015116612,0.0007695816,0.054116067],"study_design_scores_gemma":[0.0002325433,0.0000153647,0.9692624,0.000014669445,0.000014015113,1.306434e-7,0.016755043,0.0000032821165,0.000006575905,0.000939259,0.012635221,0.0001214696],"about_ca_topic_score_codex":0.0051194294,"about_ca_topic_score_gemma":0.0021454233,"teacher_disagreement_score":0.07589184,"about_ca_system_score_codex":0.00027698558,"about_ca_system_score_gemma":0.00017025486,"threshold_uncertainty_score":0.773908},"labels":[],"label_agreement":null},{"id":"W2408839106","doi":"10.7748/ns.30.12.45.s47","title":"Developing a social media platform for nurses","year":2015,"lang":"en","type":"article","venue":"Nursing Standard","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ottawa Hospital; Athabasca University","funders":"","keywords":"Confidentiality; Social media; Nursing; Process (computing); Work (physics); Health care; Medical education; Medicine; Computer science; Engineering; World Wide Web; Political science","score_opus":0.3275640466028309,"score_gpt":0.49648988286908613,"score_spread":0.16892583626625524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2408839106","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68906343,0.00073311233,0.013920617,0.08783384,0.16151375,0.004677008,0.00013337238,0.00084025407,0.04128462],"genre_scores_gemma":[0.96265966,0.000025123187,0.02441942,0.00033228283,0.011658584,0.00067343126,0.000039176546,0.000048712755,0.00014359261],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99846196,0.000076880184,0.00020539109,0.00017822285,0.0006068582,0.00047067122],"domain_scores_gemma":[0.9978238,0.0012986315,0.00010630584,0.00007108412,0.00048349058,0.0002167114],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0012112425,0.00008885475,0.00018044245,0.000076217344,0.0009332338,0.00008232284,0.00016024729,0.00015988224,0.000017618178],"category_scores_gemma":[0.008708007,0.00009952106,0.00004587533,0.00030890552,0.00035841914,0.00021361986,0.0000049093837,0.0000985673,0.000010760948],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000100410274,0.000018510813,0.0004940652,0.000011654173,0.000004556346,2.585931e-7,0.51967776,2.2681947e-7,0.0000017468057,0.14630201,0.026817637,0.3065712],"study_design_scores_gemma":[0.0006587045,0.000053470405,0.0015247846,0.00011661285,0.00002117916,4.189054e-7,0.110584036,0.000004039371,0.00010628072,0.11350357,0.773233,0.00019393263],"about_ca_topic_score_codex":0.00021081122,"about_ca_topic_score_gemma":0.0006709697,"teacher_disagreement_score":0.7464153,"about_ca_system_score_codex":0.0025259182,"about_ca_system_score_gemma":0.0034150546,"threshold_uncertainty_score":0.9996421},"labels":[],"label_agreement":null},{"id":"W2410394678","doi":"10.2196/publichealth.5308","title":"Applying Sparse Machine Learning Methods to Twitter: Analysis of the 2012 Change in Pap Smear Guidelines. A Sequential Mixed-Methods Study","year":2016,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Division of Civil, Mechanical and Manufacturing Innovation; National Cancer Institute; Agency for Healthcare Research and Quality; National Science Foundation","keywords":"Computer science; Data science; Machine learning","score_opus":0.2806177974547484,"score_gpt":0.5357122814284438,"score_spread":0.25509448397369544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2410394678","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89442784,0.0017078234,0.006113577,0.08799053,0.0030001062,0.006526844,0.000016125747,0.000078091274,0.00013905166],"genre_scores_gemma":[0.9775451,0.0005873842,0.013432396,0.002701823,0.00069892104,0.0049041878,0.000006331183,0.000021718188,0.00010218342],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9865459,0.010877484,0.0008614334,0.00043221275,0.00050789164,0.0007750778],"domain_scores_gemma":[0.99536926,0.002903432,0.00046288653,0.00033185244,0.00031769508,0.00061490806],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02655642,0.00015345609,0.00061254407,0.00047935042,0.00049923256,0.00005074421,0.00033570812,0.0001163622,0.00008089173],"category_scores_gemma":[0.01342692,0.00010579869,0.0000878693,0.0034713645,0.00014188128,0.00021161631,0.0001341193,0.00023596935,0.0000027146198],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006896709,0.000049233215,0.5477868,0.000019128058,0.000020450914,1.219426e-7,0.030045183,0.000001029856,0.000009837081,0.000062396284,0.00010587386,0.4218931],"study_design_scores_gemma":[0.0002885777,0.000078680256,0.7504993,0.000019048035,0.000004685963,1.7513717e-7,0.008140575,0.00021768184,9.052828e-7,0.000026676033,0.24059625,0.00012741728],"about_ca_topic_score_codex":0.035107333,"about_ca_topic_score_gemma":0.054809004,"teacher_disagreement_score":0.42176569,"about_ca_system_score_codex":0.00036034797,"about_ca_system_score_gemma":0.000997878,"threshold_uncertainty_score":0.9948834},"labels":[],"label_agreement":null},{"id":"W2410701373","doi":"10.12970/2310-9874.2015.03.02.4","title":"Facebook Support Groups in Systemic Lupus Erythematosus: A Content Analysis","year":2015,"lang":"en","type":"article","venue":"Journal of Autoimmune Diseases and Rheumatology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Interquartile range; Coding (social sciences); Support group; Content analysis; Medicine; Systemic lupus erythematosus; Disease; Family medicine; Psychology; Internal medicine; Psychiatry; Statistics; Mathematics","score_opus":0.07777780355772314,"score_gpt":0.3515678093099652,"score_spread":0.27379000575224205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2410701373","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9852998,0.008133055,0.000043141565,0.0021214709,0.0038101387,0.00043742024,0.0000037872298,0.000015569822,0.00013561934],"genre_scores_gemma":[0.9971234,0.0025934197,0.0000458877,0.000056283494,0.000056877896,0.000064122636,0.0000033020933,0.0000075263624,0.00004917716],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978549,0.0005094,0.00085922517,0.0001252602,0.00034431962,0.00030689206],"domain_scores_gemma":[0.99777585,0.00073085673,0.0007170975,0.00011317632,0.0003217088,0.00034129873],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012234896,0.00010374327,0.0007102968,0.00043736957,0.00013369285,0.000038762344,0.00019386709,0.00012421724,0.000086182125],"category_scores_gemma":[0.0021147518,0.00008902195,0.0001621669,0.00048505547,0.00025787417,0.00020373141,0.000028755876,0.00016418521,0.000011342068],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010402032,0.00013291335,0.9522912,0.000065254026,0.000176274,0.0000367461,0.041875713,0.000013962296,0.000005843904,0.003704,0.00031511803,0.0012789473],"study_design_scores_gemma":[0.003158506,0.00032389312,0.7874815,0.00037985665,0.00076073507,0.0010618379,0.1945978,0.00012873959,0.0000023238529,0.0025723823,0.00922513,0.00030734058],"about_ca_topic_score_codex":0.0024021906,"about_ca_topic_score_gemma":0.0003870735,"teacher_disagreement_score":0.16480975,"about_ca_system_score_codex":0.00026255692,"about_ca_system_score_gemma":0.0011677216,"threshold_uncertainty_score":0.36314094},"labels":[],"label_agreement":null},{"id":"W2413085660","doi":"10.2196/resprot.4551","title":"Prevalence of Depression in Medical Students at the Lebanese University and Exploring its Correlation With Facebook Relevance: A Questionnaire Study","year":2016,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Relevance (law); Psychology; Depression (economics); Correlation; Medical education; Clinical psychology; Family medicine; Psychiatry; Medicine; Applied psychology; Gerontology","score_opus":0.3750609006583798,"score_gpt":0.5789244019261063,"score_spread":0.20386350126772645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2413085660","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.65302324,0.000009493886,0.000005914239,0.0010790833,0.000021440035,0.34572652,8.1888874e-7,0.000015087427,0.00011841714],"genre_scores_gemma":[0.52713656,0.0000389324,0.0000037610089,0.0000021735132,0.00004626592,0.47231445,7.147054e-8,0.0000039556166,0.00045381265],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9945909,0.0023885018,0.00017220443,0.00025583355,0.0022970657,0.00029553237],"domain_scores_gemma":[0.99678296,0.0024604085,0.00009591777,0.00018646855,0.00031024218,0.00016397978],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0055555636,0.00006106251,0.00009790381,0.0001057236,0.0005561653,0.00002357907,0.00046816008,0.00008448844,0.0001169691],"category_scores_gemma":[0.0048959386,0.000037014062,0.000009179504,0.00044790722,0.0005687704,0.00040783657,0.00023544785,0.0002639514,0.000015065693],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032033943,0.000256468,0.9471382,0.00015953911,0.0000021771693,0.000005661148,0.031105382,5.5781925e-7,0.000032187127,0.00011322678,0.00004712571,0.020819135],"study_design_scores_gemma":[0.0011993637,0.00035016876,0.98197913,0.0041263313,0.0000011580282,4.2657672e-7,0.0063527045,0.0000052578416,0.000066993,0.000042849344,0.005821652,0.000053944983],"about_ca_topic_score_codex":0.0006891285,"about_ca_topic_score_gemma":0.0032481726,"teacher_disagreement_score":0.12658793,"about_ca_system_score_codex":0.00056522636,"about_ca_system_score_gemma":0.0006327048,"threshold_uncertainty_score":0.58612496},"labels":[],"label_agreement":null},{"id":"W2413148804","doi":"","title":"Coauthorship in pathology, a comparison with physics and a survery-generated and member-preferred authorship guideline.","year":2004,"lang":"en","type":"article","venue":"PubMed","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Guideline; Medical journal; Variety (cybernetics); Library science; Family medicine; Psychology; Medicine; Medical education; Computer science; Pathology; Artificial intelligence","score_opus":0.2433746264169265,"score_gpt":0.3898192355020769,"score_spread":0.14644460908515042,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2413148804","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98865634,0.0004724971,0.00008995391,0.0076115797,0.00076613796,0.0017499719,0.0000046873715,0.00007691306,0.00057189],"genre_scores_gemma":[0.99606293,0.00006813749,0.0008129919,0.00018230255,0.00041834023,0.00239713,0.000016391568,0.000016137079,0.000025605146],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99785125,0.00066498277,0.00033602634,0.00032412214,0.00027001766,0.0005535712],"domain_scores_gemma":[0.9987104,0.0005663015,0.0001438152,0.00012339902,0.00012719212,0.00032889502],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025645646,0.00013074439,0.0002696979,0.000083846906,0.00025205436,0.00007658053,0.0001077281,0.00021192132,0.0000036360361],"category_scores_gemma":[0.0025805016,0.00012682965,0.0000133868125,0.0006318859,0.00042414034,0.00017970374,0.000027140479,0.00026578637,0.0000019225952],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010674034,0.00017793145,0.7947353,0.000039862247,0.000013488649,0.000010577594,0.092250146,0.00006461655,0.000009401984,0.007880619,0.00021912117,0.10449218],"study_design_scores_gemma":[0.00092688337,0.000033328088,0.9846959,0.000019726764,0.000017553208,0.000002431785,0.00397074,0.00003196345,0.0000699987,0.0077476352,0.0022796392,0.00020418625],"about_ca_topic_score_codex":0.012507868,"about_ca_topic_score_gemma":0.04452091,"teacher_disagreement_score":0.1899606,"about_ca_system_score_codex":0.00024561764,"about_ca_system_score_gemma":0.00031502338,"threshold_uncertainty_score":0.9940679},"labels":[],"label_agreement":null},{"id":"W2415025933","doi":"10.1097/ncm.0000000000000138","title":"Case Management Promotion of Social Media for the Elderly Who Live Alone","year":2016,"lang":"en","type":"article","venue":"Professional Case Management","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Loneliness; Social isolation; Social media; Public relations; Promotion (chess); Isolation (microbiology); Population; Psychology; The Internet; Internet privacy; Nursing; Business; Medicine; Social psychology; Political science; Psychiatry; Computer science; World Wide Web","score_opus":0.1345187644675995,"score_gpt":0.4212253007765638,"score_spread":0.28670653630896425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2415025933","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8618119,0.00034193136,0.0031655764,0.08805542,0.020775674,0.017919008,0.0001246052,0.000183277,0.0076226275],"genre_scores_gemma":[0.98927414,0.00016276295,0.0011673787,0.00012098724,0.0013516517,0.005285207,0.000008981508,0.000021298782,0.002607617],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9978162,0.0003746692,0.00040150437,0.00030129115,0.0006751787,0.0004311389],"domain_scores_gemma":[0.99652153,0.0026359623,0.000290497,0.00020095987,0.00023592042,0.00011512406],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0020171853,0.00013941787,0.00018604778,0.0001188273,0.0014960403,0.000024426845,0.00023526385,0.00010661834,0.00039944495],"category_scores_gemma":[0.0004990371,0.00008955011,0.000099229816,0.00029495318,0.0002948998,0.00016392005,0.00013761516,0.00009224347,0.000037522255],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012433404,0.00040558403,0.00025154382,0.0005413088,0.00015548829,0.0010544162,0.06899406,5.3226677e-7,0.000005666865,0.19483478,0.014236967,0.71939534],"study_design_scores_gemma":[0.0066936477,0.0006497278,0.020026369,0.0013053297,0.0012711652,0.00038790033,0.5316971,0.000088037385,0.00018750489,0.05159294,0.38490158,0.0011987318],"about_ca_topic_score_codex":0.0004352761,"about_ca_topic_score_gemma":0.0015835222,"teacher_disagreement_score":0.7181966,"about_ca_system_score_codex":0.0003269776,"about_ca_system_score_gemma":0.000105120525,"threshold_uncertainty_score":0.9998039},"labels":[],"label_agreement":null},{"id":"W2416225340","doi":"10.1097/psn.0000000000000071","title":"Facebook Do's and Don'ts","year":2014,"lang":"en","type":"article","venue":"Plastic Surgical Nursing","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Thornhill Medical (Canada)","funders":"","keywords":"Social media; Sociology; Media studies; Management; Library science; Political science; Law; Computer science","score_opus":0.05633209621389074,"score_gpt":0.38283875143605284,"score_spread":0.3265066552221621,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2416225340","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9082012,0.00025962054,0.00034010914,0.005307333,0.011956909,0.0007010318,0.0000011635458,0.00014824576,0.07308436],"genre_scores_gemma":[0.997953,0.00006664652,0.0002681534,0.00004140376,0.0015348739,0.00007101299,0.0000012669733,0.000008331741,0.000055301654],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998736,0.0002971045,0.00014465499,0.0001853486,0.0002947941,0.0003420714],"domain_scores_gemma":[0.99006486,0.009485104,0.000048983573,0.000067231354,0.000045360313,0.00028843788],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004911897,0.000072216564,0.0001325838,0.000047221925,0.00048684483,0.00006980318,0.00007561073,0.00010727488,0.00029531642],"category_scores_gemma":[0.004964435,0.00007272926,0.000021516185,0.00015212047,0.00043455893,0.00008598416,0.00000775003,0.00012598289,0.0000686114],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044971228,0.0001250688,0.045304198,0.000032144188,0.0000066950643,0.00000489809,0.055338405,0.000007897821,0.000021997732,0.117254525,0.0009801454,0.7808791],"study_design_scores_gemma":[0.0007100184,0.00006984427,0.0787227,0.00036326502,0.000031934993,0.000007719966,0.006266055,0.000493065,0.000023779627,0.011669312,0.9013359,0.00030642218],"about_ca_topic_score_codex":0.00034382293,"about_ca_topic_score_gemma":0.0000538091,"teacher_disagreement_score":0.90035576,"about_ca_system_score_codex":0.00014715506,"about_ca_system_score_gemma":0.0000991382,"threshold_uncertainty_score":0.5943251},"labels":[],"label_agreement":null},{"id":"W2416342842","doi":"10.24095/hpcdp.36.4.01","title":"Interactive social media interventions to promote health equity: an overview of reviews","year":2016,"lang":"en","type":"review","venue":"Health Promotion and Chronic Disease Prevention in Canada","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":225,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Ottawa Hospital; Centre for Global Health Research; Bruyère; University of Ottawa","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Psychological intervention; Social media; Socioeconomic status; Health equity; Systematic review; Disadvantage; Health promotion; Social determinants of health; Psychology; Public relations; Public health; Medicine; Gerontology; Environmental health; MEDLINE; Political science; Nursing; Population","score_opus":0.4458152941915548,"score_gpt":0.5788667265116816,"score_spread":0.13305143232012678,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2416342842","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000032668017,0.9768755,0.000064946704,0.009904509,0.0034104274,0.009315447,0.00031550913,0.000028705868,0.000052285315],"genre_scores_gemma":[0.00033735397,0.9941945,0.00008366145,0.0002104633,0.0009163236,0.0038630043,0.00029398815,0.00003825368,0.00006243411],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9906063,0.004955045,0.0022728047,0.0006416545,0.0007308326,0.0007933821],"domain_scores_gemma":[0.9954984,0.0004131762,0.002187968,0.0003111195,0.00015767383,0.0014316611],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0041461606,0.00033597669,0.0017284475,0.00034401738,0.00053457497,0.0000395165,0.00036851113,0.00014732724,0.00065639266],"category_scores_gemma":[0.001614736,0.0003206226,0.0003257936,0.00082410226,0.00011707145,0.00031476494,0.00013182951,0.0003817359,0.000015476902],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000004851074,0.00023429682,0.0000105565605,0.07360341,0.000012141437,6.508535e-7,0.004074405,3.1363314e-8,3.9910524e-9,0.00209578,0.0015023756,0.9184615],"study_design_scores_gemma":[0.00022971745,0.00017269053,0.00056391687,0.11053483,0.000063149106,4.6480906e-7,0.00044979615,7.808318e-7,1.1902423e-8,0.00097544974,0.8867749,0.0002342992],"about_ca_topic_score_codex":0.478397,"about_ca_topic_score_gemma":0.97737473,"teacher_disagreement_score":0.9182272,"about_ca_system_score_codex":0.019028004,"about_ca_system_score_gemma":0.08069855,"threshold_uncertainty_score":0.9999246},"labels":[],"label_agreement":null},{"id":"W2416456113","doi":"","title":"#Urology is trending in social media.","year":2014,"lang":"en","type":"article","venue":"PubMed","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social media; Audience measurement; Globe; Medicine; Urology; Scopus; Internal medicine; MEDLINE; Ophthalmology; World Wide Web; Political science; Computer science","score_opus":0.1619796210756651,"score_gpt":0.38178537362529075,"score_spread":0.21980575254962564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2416456113","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.844738,0.00011335883,0.00001709624,0.07169609,0.013145741,0.0011724855,0.0000024118162,0.00012526233,0.06898957],"genre_scores_gemma":[0.99125123,0.000025757796,0.000030182886,0.000900525,0.004341311,0.0033836411,0.0000021793237,0.0000079467345,0.000057214234],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99841666,0.00045429746,0.00017526136,0.00016224764,0.0002449839,0.0005465708],"domain_scores_gemma":[0.9975553,0.0021386559,0.00007395975,0.0000630791,0.000029607123,0.0001393842],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018950574,0.00005510176,0.00012847481,0.00013502788,0.0002982922,0.000021713227,0.00016352971,0.00015791412,0.00010532252],"category_scores_gemma":[0.007620298,0.00006387517,0.000028253655,0.00044803479,0.00017328931,0.00009680833,0.000015219026,0.00014131554,0.000036690522],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000061874002,0.000029499319,0.05875238,0.0000050778635,0.0000020132363,3.3111596e-7,0.10745645,1.1191331e-7,4.7118343e-7,0.032467417,0.0031705457,0.79810953],"study_design_scores_gemma":[0.00015357745,0.0000022095871,0.7302239,6.7360196e-7,0.0000034543868,6.016588e-8,0.0017671406,0.0000030898796,0.0000047381372,0.0075144325,0.26026234,0.00006436646],"about_ca_topic_score_codex":0.0014106166,"about_ca_topic_score_gemma":0.0057776235,"teacher_disagreement_score":0.79804516,"about_ca_system_score_codex":0.00023440635,"about_ca_system_score_gemma":0.00008599901,"threshold_uncertainty_score":0.9122759},"labels":[],"label_agreement":null},{"id":"W2416750349","doi":"10.3233/978-1-61499-456-5-84","title":"Assessing user engagement in a health promotion website using social networking","year":2014,"lang":"en","type":"article","venue":"Studies in health technology and informatics","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"World Wide Web; Internet privacy; Promotion (chess); User engagement; Computer science; Social media; Political science","score_opus":0.3209154114480055,"score_gpt":0.519014476317569,"score_spread":0.19809906486956352,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2416750349","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9506389,0.0023218559,0.0010486747,0.039778594,0.0037588067,0.0018293258,6.2856947e-7,0.00016087935,0.00046231828],"genre_scores_gemma":[0.98520535,0.004352759,0.008758513,0.0010123443,0.0004434419,0.00021245966,0.000002084274,0.000009169167,0.000003880373],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99714184,0.00069064356,0.0010855555,0.00013364553,0.000226488,0.0007218389],"domain_scores_gemma":[0.99846774,0.0006350995,0.0006453447,0.00010071444,0.00008256474,0.000068529866],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0075769187,0.000121113284,0.00041251097,0.00061843096,0.0018306512,0.000038539292,0.00012791889,0.00022400134,0.0000022148577],"category_scores_gemma":[0.002195724,0.00013171413,0.000015569229,0.0013963177,0.00057978224,0.0004711392,0.00010915053,0.0005858109,0.0000017683516],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000052584787,0.00009210057,0.3267229,0.001950744,0.00001278632,3.6433147e-7,0.35610068,0.00005371613,3.099908e-7,0.049690943,0.00017318055,0.265197],"study_design_scores_gemma":[0.0013767176,0.0004828173,0.11040173,0.0032916686,0.000009796836,0.000004018055,0.6780579,0.0072743134,0.0000026762732,0.028871605,0.1697032,0.000523535],"about_ca_topic_score_codex":0.0011427769,"about_ca_topic_score_gemma":0.0028091932,"teacher_disagreement_score":0.32195726,"about_ca_system_score_codex":0.0012967743,"about_ca_system_score_gemma":0.0006988976,"threshold_uncertainty_score":0.9994688},"labels":[],"label_agreement":null},{"id":"W2417153134","doi":"10.1044/cred-pd-r101-002","title":"Using Twitter and Blogs to Advance Your Research","year":2015,"lang":"en","type":"article","venue":"the Clinical Research Education Library","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"World Wide Web; Social media; Computer science; Data science; Internet privacy","score_opus":0.91140949437936,"score_gpt":0.7386699540509972,"score_spread":0.1727395403283628,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2417153134","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7451492,0.0008433428,0.000009304366,0.23197645,0.004133191,0.0018551806,0.0000014263048,0.000049310158,0.015982615],"genre_scores_gemma":[0.9535862,0.0016365217,0.009209046,0.0057123723,0.018152026,0.0014200864,0.000009430365,0.000061504,0.010212787],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98902124,0.0077460627,0.00044649365,0.000414613,0.001568315,0.00080327794],"domain_scores_gemma":[0.9760043,0.020783938,0.0000771116,0.00056983053,0.0010312445,0.0015335636],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.025997426,0.00007856202,0.0001594895,0.0002953105,0.001285736,0.00030037493,0.0007847761,0.00017639923,0.00019218141],"category_scores_gemma":[0.08092939,0.00006366476,0.000033604185,0.0021317129,0.001790645,0.0007838021,0.0003683205,0.001228617,0.00044628128],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019971558,0.0006295057,0.19313507,0.000036645833,0.000011437422,0.0000013186745,0.11881959,0.0000023256823,0.000019121228,0.05708284,0.45177397,0.17828846],"study_design_scores_gemma":[0.00012264773,0.00013760613,0.045171335,0.00006731933,0.0000026554944,6.023604e-7,0.05788065,0.000013903609,0.00001479088,0.07372006,0.8227796,0.00008880667],"about_ca_topic_score_codex":0.0028935992,"about_ca_topic_score_gemma":0.00008525096,"teacher_disagreement_score":0.37100562,"about_ca_system_score_codex":0.00024209126,"about_ca_system_score_gemma":0.0128381215,"threshold_uncertainty_score":0.99275815},"labels":[],"label_agreement":null},{"id":"W2417993772","doi":"","title":"On the Net : An interactive approach to treating prostate cancer","year":2000,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Facilitator; Prostate cancer; The Internet; Medicine; Point (geometry); Computer science; Cancer; World Wide Web; Psychology; Internal medicine","score_opus":0.037598275278101015,"score_gpt":0.3641990665111834,"score_spread":0.3266007912330824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2417993772","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.73940647,0.000035118395,0.00000475705,0.19362243,0.002579134,0.0006770103,0.000014836509,0.00002442924,0.063635804],"genre_scores_gemma":[0.9499971,0.00022147906,0.00013481482,0.038540352,0.0086571,0.00051089725,0.0000069219195,0.000020762169,0.0019105374],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967419,0.0009241052,0.00027249026,0.00015423201,0.0013252255,0.000582049],"domain_scores_gemma":[0.9958854,0.0015192301,0.00014659528,0.00007938979,0.00029866365,0.0020707718],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0033373472,0.00008528893,0.00012334168,0.00009859975,0.0014936579,0.00020304069,0.00031706793,0.0002095217,0.011930957],"category_scores_gemma":[0.010627102,0.00006764207,0.00004057467,0.00047504704,0.000059954466,0.0002088618,0.0000034993895,0.0008247625,0.00016454066],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001845586,0.00007199083,0.02238103,0.0000019665436,0.00003415269,0.0000071712925,0.17601188,0.000060539445,4.5670643e-7,0.0032730268,0.092540294,0.70559907],"study_design_scores_gemma":[0.00026524477,0.00007826206,0.043306265,0.00008586344,0.000013103397,0.0000051549955,0.027673913,0.00025157127,0.0000016734117,0.0010495113,0.9270945,0.00017489755],"about_ca_topic_score_codex":0.16501813,"about_ca_topic_score_gemma":0.28964332,"teacher_disagreement_score":0.83455426,"about_ca_system_score_codex":0.003594032,"about_ca_system_score_gemma":0.0062636547,"threshold_uncertainty_score":0.9998063},"labels":[],"label_agreement":null},{"id":"W2419635278","doi":"10.2196/publichealth.5623","title":"Facebook Advertising Across an Engagement Spectrum: A Case Example for Public Health Communication","year":2016,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":59,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Child Health and Human Development","keywords":"Health communication; Public health; Interpersonal communication; Advertising; Social media; Dialogic; Internet privacy; Social marketing; Public relations; Psychology; Business; Political science; Medicine; Computer science; Social psychology; World Wide Web","score_opus":0.26868032230327005,"score_gpt":0.4609272286783489,"score_spread":0.19224690637507885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2419635278","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.53458095,0.0016056747,0.004242745,0.44843733,0.001533244,0.008600163,0.00013751992,0.000353868,0.0005085312],"genre_scores_gemma":[0.98720014,0.0023885511,0.0012485003,0.004405953,0.0006462367,0.003866798,0.00008038587,0.0000316123,0.0001317962],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9934406,0.0033383146,0.0006709707,0.0005001232,0.00039662572,0.0016533314],"domain_scores_gemma":[0.99363554,0.0031204484,0.00048083824,0.00054864894,0.0002628816,0.0019516306],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.015492477,0.00017481217,0.0003779468,0.00011290132,0.003972992,0.0002906029,0.00032134826,0.00013485555,0.000067560075],"category_scores_gemma":[0.0038237,0.00015656918,0.000046009445,0.00043088113,0.00036347943,0.0007809557,0.000069009926,0.0001950052,0.000011549608],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014528556,0.0001466998,0.08144427,0.00017097057,0.00000808332,0.000001217563,0.14010978,4.9748063e-8,0.0000015344677,0.01276555,0.0023564948,0.7629808],"study_design_scores_gemma":[0.00076471677,0.00025074085,0.04824742,0.000026097208,1.810364e-7,0.0000122099245,0.021698235,0.000024467587,2.7819058e-7,0.00058222626,0.92819273,0.00020071336],"about_ca_topic_score_codex":0.020679433,"about_ca_topic_score_gemma":0.08447778,"teacher_disagreement_score":0.9258362,"about_ca_system_score_codex":0.0013307839,"about_ca_system_score_gemma":0.0049604923,"threshold_uncertainty_score":0.9973237},"labels":[],"label_agreement":null},{"id":"W2428113237","doi":"10.32378/ijp.v1i1.5","title":"E-learning on the road: online learning and social media for continuing professional competency.","year":2016,"lang":"en","type":"article","venue":"Irish Journal of Paramedicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fanshawe College","funders":"","keywords":"Social media; Medical education; Medicine; Online learning; Pharmacy; Psychology; Health care; Nursing","score_opus":0.10242988534871146,"score_gpt":0.43325734057593795,"score_spread":0.3308274552272265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2428113237","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89618194,0.0003201119,0.00011648627,0.098764375,0.003974883,0.00038444882,0.0000026299092,0.00001707088,0.00023808009],"genre_scores_gemma":[0.99118924,0.00038589656,0.00041972246,0.00036974985,0.0073742587,0.00003231893,0.0000026153325,0.000014217867,0.00021199627],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978122,0.000641714,0.00046595235,0.000115297575,0.00065181305,0.00031303684],"domain_scores_gemma":[0.9845234,0.014107894,0.00070005294,0.000036189023,0.00047986954,0.00015259715],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0034534493,0.00009813385,0.00028637517,0.000094163435,0.00070506934,0.000023448778,0.00017185601,0.00011713118,0.00012439748],"category_scores_gemma":[0.030251063,0.000053493437,0.000064712374,0.00013997206,0.0004821876,0.00011747955,0.000016810181,0.0005571267,0.000003561875],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031328853,0.00015938714,0.053357784,0.000040274044,0.00005450442,0.000009594878,0.21953964,0.0000021902636,0.0007066643,0.0043081073,0.012718138,0.7087904],"study_design_scores_gemma":[0.004478183,0.0012330606,0.25798914,0.002680099,0.00014951552,0.0000259702,0.24560666,0.000058957197,0.00007842454,0.0045963647,0.4827601,0.0003435317],"about_ca_topic_score_codex":0.000052976167,"about_ca_topic_score_gemma":0.00007176959,"teacher_disagreement_score":0.7084469,"about_ca_system_score_codex":0.00013246392,"about_ca_system_score_gemma":0.000329036,"threshold_uncertainty_score":0.97791755},"labels":[],"label_agreement":null},{"id":"W2428946523","doi":"10.1097/sla.0000000000001824","title":"Decoding Twitter","year":2016,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social media; World Wide Web; Internet privacy; Medicine; Web 2.0; Dissemination; Process (computing); Computer science; Public relations; Web page; Political science","score_opus":0.7200572782787431,"score_gpt":0.510106136090899,"score_spread":0.20995114218784405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2428946523","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9389457,0.00015339912,0.000020865318,0.05313078,0.0040866905,0.00009966866,0.0000012221157,0.000027929811,0.003533733],"genre_scores_gemma":[0.9971559,0.0010477356,0.000046156532,0.0006654193,0.0009036447,0.000042838506,3.287409e-7,0.0000051048355,0.00013287568],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99915326,0.00013161995,0.0001854311,0.000080772494,0.00021183137,0.0002370866],"domain_scores_gemma":[0.99143463,0.008118459,0.00010950019,0.00008425411,0.00015461366,0.00009852505],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0014590763,0.00003471991,0.0001114995,0.00008104086,0.00010690393,0.000006497164,0.000067800785,0.00005486521,0.00039991844],"category_scores_gemma":[0.008876045,0.000027057597,0.00006157653,0.0001818607,0.00014778381,0.00015806317,0.000007583001,0.000023248398,0.00008265372],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007098859,0.000028659764,0.6211661,0.000015351725,0.0000069048533,7.4922275e-7,0.0078346,1.32299345e-8,0.00020674412,0.0029505556,0.06380318,0.30398],"study_design_scores_gemma":[0.0000507602,0.000008407205,0.43570584,0.00023122573,0.000003862168,1.7827334e-7,0.001842356,1.5715828e-7,0.0054198615,0.006693732,0.54988575,0.00015787358],"about_ca_topic_score_codex":0.0011215702,"about_ca_topic_score_gemma":0.000067407535,"teacher_disagreement_score":0.48608255,"about_ca_system_score_codex":0.000018583956,"about_ca_system_score_gemma":0.0002713825,"threshold_uncertainty_score":0.9994726},"labels":[],"label_agreement":null},{"id":"W2436539369","doi":"10.18438/b84p65","title":"Social Networking Tools for Informal Scholarly Communication Prove Popular for Academics at Two Universities","year":2016,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Scholarly communication; Incentive; Descriptive statistics; The Internet; Social media; Literacy; Medical education; Public relations; Sociology; Psychology; Political science; Pedagogy; World Wide Web; Computer science; Publishing; Mathematics; Statistics; Medicine","score_opus":0.12313121633770034,"score_gpt":0.39228059106968755,"score_spread":0.2691493747319872,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2436539369","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07880966,0.001360649,0.018695207,0.8827889,0.0026102425,0.0077971127,0.00010839376,0.00043601342,0.007393847],"genre_scores_gemma":[0.79049224,0.014641426,0.062457874,0.11963053,0.0063383253,0.004160442,0.00072950654,0.00006209403,0.0014875559],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99856955,0.00035476906,0.00039515167,0.0001034805,0.00028428747,0.0002927462],"domain_scores_gemma":[0.9835088,0.015348096,0.00063169724,0.00012916733,0.00026249015,0.00011970107],"candidate_categories":["metaresearch","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0019832596,0.00009815041,0.00011706827,0.00011191366,0.0020039885,0.00078286976,0.00029084831,0.00019358739,0.000032635307],"category_scores_gemma":[0.010742236,0.000092127135,0.00004772444,0.00026576722,0.00018807399,0.38181087,0.00007654798,0.00016919804,0.000010295366],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00086099666,0.00001344935,0.0015714511,0.00013061936,0.000012634766,4.5931642e-8,0.017817369,0.0000064789106,0.0000146990515,0.8042116,0.0041080206,0.17125265],"study_design_scores_gemma":[0.0006115968,0.000071987175,0.001614657,0.0001997721,0.000032068394,4.834847e-7,0.013678449,0.00021782538,0.00010974949,0.00080613693,0.9825171,0.00014016264],"about_ca_topic_score_codex":0.000052468236,"about_ca_topic_score_gemma":0.000002233104,"teacher_disagreement_score":0.9784091,"about_ca_system_score_codex":0.00019379007,"about_ca_system_score_gemma":0.0010577015,"threshold_uncertainty_score":0.9992953},"labels":[],"label_agreement":null},{"id":"W2441002394","doi":"10.2196/resprot.5323","title":"Why We Belong - Exploring Membership of Healthcare Professionals in an Intensive Care Virtual Community Via Online Focus Groups: Rationale and Protocol","year":2016,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Protocol (science); Focus group; Health care; Focus (optics); Health professionals; Nursing; Psychology; Medicine; Knowledge management; Computer science; Alternative medicine; Sociology; Political science","score_opus":0.6780646319817852,"score_gpt":0.6413119109353357,"score_spread":0.036752721046449555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2441002394","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09039465,0.000006648778,0.0000069635885,0.03455595,0.000048414066,0.87486464,0.000030722545,0.00004356044,0.000048449598],"genre_scores_gemma":[0.10080071,0.0000024802857,0.00017544675,0.00016847714,0.00043214575,0.89836365,0.000011833515,0.000024146639,0.000021116646],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9886748,0.008338194,0.00058377493,0.000341294,0.001345626,0.0007162795],"domain_scores_gemma":[0.9903856,0.004915275,0.00022665609,0.00041448354,0.0036321015,0.00042589958],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0048300005,0.00015199845,0.0003085326,0.0003762055,0.0010675148,0.000053116437,0.0005370118,0.00023414768,0.0001293617],"category_scores_gemma":[0.0078009125,0.00012168939,0.000035691508,0.000850194,0.0008658018,0.0010200432,0.00022949009,0.0009914263,0.0000053679746],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001028379,0.0012264343,0.094507754,0.0023979628,0.000008122988,0.00000466586,0.6899892,2.3613742e-7,0.00086854387,0.009144706,0.00082611135,0.19999787],"study_design_scores_gemma":[0.0041677803,0.0033816127,0.07375676,0.016744863,0.0000015244475,0.000001119509,0.80426896,0.0000070371275,0.0026819326,0.015381234,0.07916783,0.00043934383],"about_ca_topic_score_codex":0.012152891,"about_ca_topic_score_gemma":0.0770464,"teacher_disagreement_score":0.19955853,"about_ca_system_score_codex":0.00081089226,"about_ca_system_score_gemma":0.0017673016,"threshold_uncertainty_score":0.9944253},"labels":[],"label_agreement":null},{"id":"W2460167939","doi":"","title":"Implementing a Diversity-Orientated Online Graduate-Level Health Professions Education Program.","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Learning and Technology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Diversity (politics); Graduate students; Higher education; Medical education; Pedagogy; Mathematics education; Electronic learning; Sociology; Educational technology; Psychology; Computer science; Medicine; Political science","score_opus":0.2223006113874617,"score_gpt":0.45526813087786117,"score_spread":0.23296751949039946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2460167939","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92948073,0.00079426094,0.000030869924,0.06668903,0.0022179263,0.0005081544,0.0000027422113,0.00004653274,0.0002297271],"genre_scores_gemma":[0.99641514,0.00010718055,0.0029187505,0.000067426874,0.0003108674,0.000027812224,0.000009240323,0.000006639761,0.0001369271],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988169,0.00024051497,0.00024510486,0.00008940373,0.00016546973,0.00044262217],"domain_scores_gemma":[0.99808884,0.00009983672,0.00038311063,0.000043491716,0.000625013,0.0007597302],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0014122833,0.000055777353,0.00014032931,0.000544627,0.001687541,0.000028680242,0.00014019058,0.00011150738,0.000015056859],"category_scores_gemma":[0.004506657,0.000058689337,0.00001610183,0.00069121213,0.0002445954,0.00010204535,0.000033422748,0.0005321634,0.0000021666701],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000017940513,0.00003247514,0.53042394,0.000008174477,0.000006973313,0.00000276726,0.041813698,2.744688e-7,6.616081e-7,0.0025860693,0.0011946999,0.4239285],"study_design_scores_gemma":[0.00027140265,0.0003402753,0.015748482,0.000113113856,0.000012972699,0.000020221694,0.47207263,0.0000045455945,0.0000023576915,0.0026210537,0.50870854,0.00008438524],"about_ca_topic_score_codex":0.065328784,"about_ca_topic_score_gemma":0.17197704,"teacher_disagreement_score":0.51467544,"about_ca_system_score_codex":0.00050444144,"about_ca_system_score_gemma":0.012687178,"threshold_uncertainty_score":0.99961215},"labels":[],"label_agreement":null},{"id":"W2460967154","doi":"10.1057/9781137351692_2","title":"Expressing, Communicating and Discussing Suicide: Nature, Effects and Methods of Interacting through Online Discussion Platforms","year":2013,"lang":"en","type":"book-chapter","venue":"Palgrave Macmillan UK eBooks","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Psychology; Online discussion; Data science; Computer science; World Wide Web","score_opus":0.07869617971481074,"score_gpt":0.4242615594278814,"score_spread":0.34556537971307066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2460967154","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0615356,0.023598922,0.00062909175,0.0015226143,0.0072034947,0.0065740286,0.00006932592,0.00028951437,0.8985774],"genre_scores_gemma":[0.9515674,0.0009862676,0.045827314,0.0001249105,0.0007208465,0.00011156459,0.000048556703,0.00008870175,0.00052443333],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9974782,0.00034231626,0.0007475948,0.00049463875,0.00045822322,0.00047902635],"domain_scores_gemma":[0.99147266,0.006461002,0.0011379283,0.00051117735,0.0001691206,0.00024811266],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011804682,0.00042720235,0.0007980003,0.00016632729,0.0008849473,0.00013510109,0.00038435892,0.00084791804,0.000054309614],"category_scores_gemma":[0.0030629027,0.00029588406,0.00011477706,0.000040631334,0.0009952359,0.000012140317,0.00041576242,0.0012794847,0.000002419805],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017401255,0.0000018348591,0.0016641543,0.00068935845,0.000064899716,0.0000021510625,0.070826806,7.385728e-8,0.00045518973,0.34595242,0.0000063988346,0.5803193],"study_design_scores_gemma":[0.00037667045,0.0000924845,0.0029819747,0.005420514,0.00014837812,0.0000063580287,0.008485279,0.000052418258,0.0005362692,0.9782105,0.0030494332,0.00063974137],"about_ca_topic_score_codex":0.0031865772,"about_ca_topic_score_gemma":0.0012437678,"teacher_disagreement_score":0.898053,"about_ca_system_score_codex":0.00017006719,"about_ca_system_score_gemma":0.00019237713,"threshold_uncertainty_score":0.99994934},"labels":[],"label_agreement":null},{"id":"W2462103419","doi":"10.3233/978-1-61499-658-3-602","title":"Social Media as Catalyzer for Connected Health: Hype or Hope? Perspectives from IMIA Working Groups","year":2016,"lang":"en","type":"article","venue":"Studies in health technology and informatics","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; University of Victoria","funders":"","keywords":"Social media; eHealth; Wearable computer; Internet privacy; Panel discussion; Internet of Things; Computer science; Health care; World Wide Web; The Internet; Public relations; Data science; Business; Political science; Advertising","score_opus":0.20302825507881853,"score_gpt":0.46437637521593444,"score_spread":0.26134812013711595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2462103419","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7443597,0.014746138,0.00019045747,0.23131627,0.0050713825,0.0034611654,0.00005365537,0.00041593987,0.0003853249],"genre_scores_gemma":[0.9633494,0.02832893,0.004461156,0.0015130755,0.0009829015,0.0013037081,0.000012301356,0.000019335732,0.000029205723],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99767643,0.00017639318,0.00092688145,0.00020372773,0.00023307772,0.00078349846],"domain_scores_gemma":[0.99248946,0.0063751317,0.0006074044,0.00015410395,0.00023882021,0.00013507482],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0016302696,0.00016931494,0.0005710305,0.00042638017,0.001688023,0.000017226686,0.00024206922,0.00035263223,0.000017790682],"category_scores_gemma":[0.019438908,0.00012753918,0.00003184157,0.0009470396,0.0017306708,0.0002636409,0.000107514774,0.0002897673,0.000011163096],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000077251665,0.000037222497,0.008082122,0.00024258648,0.000038190687,4.280922e-7,0.6721083,4.2588674e-8,3.7955732e-7,0.11527809,0.002628206,0.2015072],"study_design_scores_gemma":[0.0012148157,0.00026145016,0.007926732,0.0005414548,0.000009065364,0.0000016240775,0.84234005,0.0000060918483,0.0000064078326,0.07257088,0.07488758,0.0002338441],"about_ca_topic_score_codex":0.0013415717,"about_ca_topic_score_gemma":0.011603427,"teacher_disagreement_score":0.2298032,"about_ca_system_score_codex":0.0011018122,"about_ca_system_score_gemma":0.0013119463,"threshold_uncertainty_score":0.9996116},"labels":[],"label_agreement":null},{"id":"W2462949531","doi":"10.2196/publichealth.5579","title":"The Use of Social Media for Health Promotion in Hispanic Populations: A Scoping Systematic Review","year":2016,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":76,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute","keywords":"Social media; Public health; Psychological intervention; PsycINFO; Health promotion; Health equity; Population; Medicine; Systematic review; Population health; Inclusion (mineral); Gerontology; MEDLINE; Environmental health; Psychology; Political science; Nursing; Social psychology","score_opus":0.3437312573539928,"score_gpt":0.47036228717513207,"score_spread":0.12663102982113927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2462949531","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.050260805,0.04759369,0.0006502801,0.87078726,0.0030150916,0.02751501,0.000051062016,0.000104618426,0.000022155748],"genre_scores_gemma":[0.8675232,0.1035984,0.0008828889,0.006039831,0.0011631299,0.020598164,0.00006177297,0.000047583544,0.00008504098],"study_design_codex":"systematic_review","study_design_gemma":"observational","domain_scores_codex":[0.99558824,0.0022541971,0.0009969157,0.00020041948,0.00036341898,0.0005967801],"domain_scores_gemma":[0.99223614,0.006229348,0.0008094319,0.00015880585,0.00025559185,0.00031066537],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.008413171,0.000087832734,0.0005304483,0.00008495361,0.0008514352,0.000050472237,0.00013857071,0.000073076524,0.0000048751754],"category_scores_gemma":[0.035795316,0.00005822407,0.000043777072,0.0005408304,0.0001630506,0.00026977438,0.000013901358,0.00007288173,0.0000013783299],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003488693,0.00029884983,0.11211423,0.51005894,0.000017388422,1.4214272e-7,0.089198254,6.82869e-8,9.719931e-7,0.10766615,0.009438504,0.17117159],"study_design_scores_gemma":[0.003364708,0.0010400786,0.54690766,0.2564133,0.000008509206,0.000004087695,0.013091376,0.00011821481,1.8380541e-7,0.0050143707,0.1729425,0.0010950064],"about_ca_topic_score_codex":0.0007823088,"about_ca_topic_score_gemma":0.026699068,"teacher_disagreement_score":0.86474746,"about_ca_system_score_codex":0.0005818693,"about_ca_system_score_gemma":0.0034393428,"threshold_uncertainty_score":0.99106115},"labels":[],"label_agreement":null},{"id":"W2463067453","doi":"10.1017/cem.2016.161","title":"MP020: Do real-time Twitter metrics correlate with traditional emergency medicine post-conference speaker evaluations?","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Session (web analytics); Social media; Medicine; Schedule; Computer science; World Wide Web","score_opus":0.30996116850816674,"score_gpt":0.434036908235521,"score_spread":0.12407573972735425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2463067453","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.54949576,0.0035703073,0.0007600231,0.2550606,0.09722056,0.0015689494,0.00005955801,0.00004619922,0.092218],"genre_scores_gemma":[0.9654439,0.008737015,0.00032057276,0.0003425695,0.018459514,0.00008194944,0.000033350694,0.0000641752,0.0065169367],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9953634,0.0005502589,0.0015117733,0.00029560828,0.0015486554,0.0007302738],"domain_scores_gemma":[0.99193925,0.00097437156,0.0010833028,0.0002771687,0.0036099374,0.0021159593],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0038022585,0.0002591517,0.00053288223,0.0009849288,0.00063934305,0.00000725467,0.0005499362,0.00019164226,0.14343235],"category_scores_gemma":[0.016367147,0.00016640789,0.00010121966,0.0018594173,0.0007963825,0.00047834145,0.0000064398255,0.00034881296,0.00016059508],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013995601,0.00011430493,0.12865417,0.000077599034,0.00029668648,0.00007596242,0.1277021,0.0000069333782,0.0016754558,0.02035342,0.69953,0.021373378],"study_design_scores_gemma":[0.0036486476,0.0035189097,0.5674597,0.0023662783,0.00088960194,0.000048889462,0.027112072,0.000020014604,0.000015444799,0.029457606,0.36447075,0.0009920878],"about_ca_topic_score_codex":0.053507112,"about_ca_topic_score_gemma":0.058289394,"teacher_disagreement_score":0.43880552,"about_ca_system_score_codex":0.00088093226,"about_ca_system_score_gemma":0.0063981386,"threshold_uncertainty_score":0.9992347},"labels":[],"label_agreement":null},{"id":"W2463469630","doi":"10.1017/cem.2016.200","title":"P024: Extracurricular podcast use behaviour and effect on knowledge retention in undergraduate medical students","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Test (biology); Medical education; Active listening; Descriptive statistics; Medicine; Multiple choice; Psychology; Significant difference","score_opus":0.15746811839130995,"score_gpt":0.46017092011726113,"score_spread":0.3027028017259512,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2463469630","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94651216,0.0014154043,0.000016770795,0.029050473,0.02221264,0.000396325,0.000002392449,0.000005241014,0.00038857706],"genre_scores_gemma":[0.99576,0.0017515989,0.000009099264,0.000072227434,0.002100174,0.00002180014,0.0000013098339,0.000013125424,0.0002706554],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997089,0.000733724,0.0006608671,0.00016562954,0.0009327573,0.0004179897],"domain_scores_gemma":[0.99683356,0.00092478754,0.00026881587,0.00010606452,0.00027276718,0.0015940269],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004236141,0.00012369256,0.00028285448,0.00047048804,0.00022787378,0.000011946758,0.00033276126,0.00016713503,0.001115359],"category_scores_gemma":[0.014360934,0.000084100124,0.000053430307,0.00049056485,0.00027907663,0.00024078634,0.000009159154,0.0002876123,0.000014501596],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012976567,0.000036740337,0.9693805,0.00001721784,0.0000125168945,0.00007605212,0.006863041,5.6075816e-8,0.000021374708,0.00088303984,0.0057883384,0.016908139],"study_design_scores_gemma":[0.0011864229,0.00075618253,0.9694983,0.0015156165,0.000058634745,0.0000073059327,0.0015787915,9.4322115e-7,0.0000046072823,0.0007920938,0.024465062,0.00013608865],"about_ca_topic_score_codex":0.05574505,"about_ca_topic_score_gemma":0.29778984,"teacher_disagreement_score":0.2420448,"about_ca_system_score_codex":0.0006260563,"about_ca_system_score_gemma":0.0014604707,"threshold_uncertainty_score":0.99979776},"labels":[],"label_agreement":null},{"id":"W2465047775","doi":"","title":"On the Net : What patients want from your Web site","year":2001,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"The Internet; Otorhinolaryngology; Medicine; Malpractice; Internet privacy; Family medicine; World Wide Web; Computer science; Surgery; Law; Political science","score_opus":0.03805110979032551,"score_gpt":0.31914056240542765,"score_spread":0.28108945261510215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2465047775","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7179524,0.0001200666,0.000002380602,0.26627362,0.011466189,0.00027229602,0.000016328559,0.000016115704,0.003880638],"genre_scores_gemma":[0.9475705,0.0022109023,0.000018299126,0.039555065,0.010243827,0.000056530575,0.00002488257,0.000016584469,0.0003034192],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9955992,0.00083988975,0.00036962662,0.00014969836,0.002369659,0.00067191257],"domain_scores_gemma":[0.9942384,0.00290564,0.00029953005,0.000107980144,0.0004983406,0.0019501541],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0029991425,0.00009961827,0.00014582684,0.000110980305,0.0015658501,0.00041679796,0.00038113687,0.00040097482,0.0130338445],"category_scores_gemma":[0.026606305,0.000080313774,0.000074085685,0.00043202104,0.00009139215,0.00036827862,0.00000946294,0.00096688565,0.0006997736],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000087576045,0.000067198074,0.5253256,9.070812e-7,0.000040484447,0.00003795508,0.036401153,0.0000012528266,5.122716e-7,0.0020276336,0.2672919,0.16879666],"study_design_scores_gemma":[0.0003090586,0.000025522791,0.14634302,0.00006783276,0.00001036888,0.0000012055829,0.009075022,0.00003407573,3.1946226e-7,0.0023764265,0.841657,0.00010018163],"about_ca_topic_score_codex":0.07604898,"about_ca_topic_score_gemma":0.35767207,"teacher_disagreement_score":0.5743651,"about_ca_system_score_codex":0.0031805949,"about_ca_system_score_gemma":0.0068039424,"threshold_uncertainty_score":0.999734},"labels":[],"label_agreement":null},{"id":"W2471399880","doi":"10.1503/cmaj.160255","title":"Gaining competence through social media","year":2016,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Social media; Computer science; World Wide Web; Competence (human resources); Multimedia; Medical information; Knowledge management; Internet privacy; Medical education; Data science; Medicine; Psychology","score_opus":0.07476940861523476,"score_gpt":0.36322733691183706,"score_spread":0.28845792829660233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2471399880","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16649929,0.00028787524,0.0005534169,0.7330307,0.03408273,0.0004837492,0.00003646091,0.00014031937,0.0648855],"genre_scores_gemma":[0.96212965,0.0006263573,0.00032395794,0.009711565,0.026860492,0.000059578666,0.0000030475792,0.00002286464,0.00026246117],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99502057,0.0008549379,0.0004760985,0.00017547922,0.0025040456,0.0009688889],"domain_scores_gemma":[0.99172485,0.0052146143,0.00035162678,0.00006828101,0.00071199256,0.0019286542],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004741107,0.00010806388,0.0002146709,0.00012886045,0.0019448174,0.0001164931,0.00044241082,0.00058881077,0.008038797],"category_scores_gemma":[0.05700232,0.00009134533,0.00009227611,0.00045979585,0.0002679375,0.0004413985,0.0000129688615,0.0006379021,0.00054914167],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0000063056373,0.00003243665,0.13164611,0.000005434416,0.00005114393,0.00008935265,0.11584054,1.00322104e-7,0.000009916981,0.057694085,0.15332967,0.5412949],"study_design_scores_gemma":[0.00041864178,0.000009541196,0.04545345,0.00006998469,0.000009293027,0.000010833162,0.008795628,0.0000011730004,0.0000030072079,0.004994722,0.9400815,0.0001522296],"about_ca_topic_score_codex":0.015754223,"about_ca_topic_score_gemma":0.26850417,"teacher_disagreement_score":0.7956304,"about_ca_system_score_codex":0.0042007035,"about_ca_system_score_gemma":0.012997459,"threshold_uncertainty_score":0.999622},"labels":[],"label_agreement":null},{"id":"W2471536766","doi":"10.1016/j.wneu.2016.06.134","title":"Social Media for Academic Neurosurgical Programs: The University of Toronto Experience","year":2016,"lang":"en","type":"article","venue":"World Neurosurgery","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":36,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"St. Michael's Hospital; Hospital for Sick Children; Toronto Western Hospital; University of Toronto","funders":"","keywords":"Social media; Demographics; Visibility; Medicine; Academic institution; Medical education; Internet privacy; Advertising; Demography; World Wide Web; Library science; Computer science; Sociology; Geography","score_opus":0.16169288622645803,"score_gpt":0.38145046351632617,"score_spread":0.21975757728986814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2471536766","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95644367,0.0002618676,0.00004702237,0.031621847,0.008452846,0.0013960393,0.000011260482,0.00014187403,0.0016235986],"genre_scores_gemma":[0.99729294,0.00052175863,0.000026292884,0.00023010117,0.00144901,0.000108877175,0.0000012289211,0.000013051993,0.00035677117],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99827147,0.00042173333,0.0002488581,0.00024244565,0.00040324868,0.0004122532],"domain_scores_gemma":[0.9901186,0.0092721945,0.00021457304,0.00014287618,0.000111795685,0.00013993426],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00082538807,0.00008923774,0.00017880724,0.000029839488,0.00077592826,0.000013613362,0.00039006042,0.00009644095,0.00018837201],"category_scores_gemma":[0.0037881657,0.0000661392,0.00012597212,0.00029698937,0.0010224908,0.00025050834,0.000040550447,0.00011214552,0.00000817188],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033404955,0.00020368247,0.16016535,0.000049869708,0.000011432834,0.000007906524,0.23317264,1.3427749e-7,0.0019584226,0.058035333,0.036208153,0.509853],"study_design_scores_gemma":[0.000204249,0.000015173118,0.08969531,0.000029905228,0.000011492713,4.4905946e-7,0.004604439,0.0000012336913,0.000116297,0.00053761,0.9046654,0.00011842016],"about_ca_topic_score_codex":0.0011672053,"about_ca_topic_score_gemma":0.0065744505,"teacher_disagreement_score":0.86845726,"about_ca_system_score_codex":0.00017755052,"about_ca_system_score_gemma":0.00031457224,"threshold_uncertainty_score":0.5967891},"labels":[],"label_agreement":null},{"id":"W2472362342","doi":"","title":"Social Media and Orthopaedics: Opportunities and Challenges.","year":2016,"lang":"en","type":"article","venue":"PubMed","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Hamilton Health Sciences","funders":"","keywords":"Social media; Social connectedness; Health care; Medicine; Public relations; Orthopedic surgery; Internet privacy; Medical education; Psychology; World Wide Web; Surgery; Computer science; Political science; Social psychology","score_opus":0.4020030299888515,"score_gpt":0.35310944725502014,"score_spread":0.048893582733831376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2472362342","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.50743777,0.008924695,0.0000027726926,0.45888907,0.0041659717,0.001294637,0.000009075487,0.00015913797,0.019116865],"genre_scores_gemma":[0.94260937,0.05172597,0.000019972573,0.00017534071,0.0027584315,0.002562614,7.512024e-7,0.000009624005,0.00013791722],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9989372,0.00018225636,0.00012471047,0.00015378978,0.000250166,0.00035186156],"domain_scores_gemma":[0.9976034,0.0019266579,0.000065465065,0.000050396833,0.00006332301,0.00029071534],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001132033,0.00006271773,0.00010964143,0.00005816189,0.00036540147,0.000027040056,0.00006730801,0.00011099384,0.000025284275],"category_scores_gemma":[0.0039174524,0.0000508499,0.000014744064,0.000059446014,0.0006441297,0.00019387995,0.000026362894,0.000047466896,0.0000029338148],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000032656737,0.000006739647,0.0053015766,0.000015619658,0.0000035010635,7.3421984e-7,0.036030293,8.99471e-11,1.5875563e-7,0.05397593,0.0003313042,0.9043309],"study_design_scores_gemma":[0.00017637803,0.0000026782286,0.6459004,0.0000062204726,0.000007945923,4.3227888e-7,0.011514471,2.7497897e-8,0.0000012993435,0.006831145,0.33547935,0.00007960654],"about_ca_topic_score_codex":0.00020801868,"about_ca_topic_score_gemma":0.0012834149,"teacher_disagreement_score":0.9042513,"about_ca_system_score_codex":0.00007895822,"about_ca_system_score_gemma":0.00013213129,"threshold_uncertainty_score":0.46898395},"labels":[],"label_agreement":null},{"id":"W2472430825","doi":"10.18773/austprescr.2000.085","title":"Letters to the Editor: Click, click: the internet and prescription drugs","year":2000,"lang":"en","type":"article","venue":"Australian Prescriber","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medical prescription; The Internet; World Wide Web; Advertising; Medicine; Business; Computer science; Pharmacology","score_opus":0.054467110433633774,"score_gpt":0.3494379899243492,"score_spread":0.29497087949071543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2472430825","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7438121,0.000059899037,0.0000049690257,0.23637465,0.013409763,0.0016682651,0.000007316101,0.000078970246,0.0045841136],"genre_scores_gemma":[0.95341873,0.0001135985,0.00012057304,0.007230765,0.020515315,0.00071406655,0.000006419345,0.000021643533,0.017858893],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980256,0.00052343187,0.0002450635,0.0002744138,0.00045195286,0.00047953104],"domain_scores_gemma":[0.99880415,0.0005466058,0.00006199076,0.00031405705,0.00005025978,0.00022290969],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010394809,0.00012481709,0.000109444045,0.000033513905,0.0005893614,0.00022825539,0.0004696047,0.00011258744,0.0013430165],"category_scores_gemma":[0.00043939054,0.00008498775,0.00004722293,0.00026412506,0.00039447035,0.0002765945,0.00003713155,0.00028458596,0.00056491396],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017549895,0.000018552533,0.004698541,0.0000061850956,0.000010282669,3.0602325e-7,0.12103664,0.0000059069366,0.00002803499,0.0010338438,0.8418684,0.031275723],"study_design_scores_gemma":[0.00008309702,0.000019001482,0.05674607,0.00002124576,0.000018924355,6.2147006e-7,0.0046412568,0.00000384948,0.00003916193,0.00015188131,0.9381715,0.00010341387],"about_ca_topic_score_codex":0.028233727,"about_ca_topic_score_gemma":0.0036877298,"teacher_disagreement_score":0.22914387,"about_ca_system_score_codex":0.00013073783,"about_ca_system_score_gemma":0.0000844772,"threshold_uncertainty_score":0.9995699},"labels":[],"label_agreement":null},{"id":"W2472678900","doi":"10.2196/mededu.4867","title":"Does Academic Blogging Enhance Promotion and Tenure? A Survey of US and Canadian Medicine and Pediatric Department Chairs","year":2016,"lang":"en","type":"article","venue":"JMIR Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Institutes of Health; Office of Research and Development; U.S. Department of Veterans Affairs","keywords":"Promotion (chess); Medical education; Public relations; Medicine; Political science","score_opus":0.04504358766554516,"score_gpt":0.42122021774011936,"score_spread":0.3761766300745742,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2472678900","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9099367,0.0011191395,0.0000059067847,0.085838675,0.002118974,0.0008643265,0.000005131144,0.000016232932,0.00009488446],"genre_scores_gemma":[0.9915494,0.006307152,0.00003979103,0.00032701582,0.001275874,0.0004290117,0.0000119856195,0.0000072609278,0.000052533982],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99840826,0.0003462201,0.0002867808,0.00024267152,0.00044874504,0.0002673001],"domain_scores_gemma":[0.9976161,0.0011798112,0.00016477614,0.00007944911,0.00016654661,0.0007932789],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002056863,0.000084869804,0.00016053075,0.00017521241,0.00022590345,0.000008090064,0.000071992996,0.00023175307,0.000118094664],"category_scores_gemma":[0.014157309,0.00005190538,0.000006587096,0.00030029562,0.0005398159,0.00014573803,0.000014900428,0.00014548113,0.0000016654013],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000051838333,0.000037372014,0.79813784,0.00007882711,0.0000027095987,1.845067e-7,0.016204705,1.5779237e-9,0.000018536539,0.0004910723,0.0008602121,0.18416338],"study_design_scores_gemma":[0.00016977901,0.00005288188,0.9918899,0.00018986469,0.00001334177,0.000001345197,0.0011595408,0.000002251835,0.00001132296,0.0007955626,0.0056391926,0.00007500552],"about_ca_topic_score_codex":0.24637663,"about_ca_topic_score_gemma":0.27680594,"teacher_disagreement_score":0.1937521,"about_ca_system_score_codex":0.00021725519,"about_ca_system_score_gemma":0.002979999,"threshold_uncertainty_score":0.9941469},"labels":[],"label_agreement":null},{"id":"W2479326432","doi":"10.2196/resprot.5747","title":"The Effectiveness Of Social Media (Facebook) Compared With More Traditional Advertising Methods for Recruiting Eligible Participants To Health Research Studies: A Randomized, Controlled Clinical Trial","year":2016,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":155,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Cancer Council Tasmania; Pfizer","keywords":"Popularity; Social media; Advertising; Usability; Psychology; Online advertising; Internet privacy; Medical education; Medicine; The Internet; Computer science; Social psychology; World Wide Web; Business","score_opus":0.8916572848837733,"score_gpt":0.7710706993466359,"score_spread":0.12058658553713741,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2479326432","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014366094,0.000047297057,0.0009947757,0.01743937,0.00041440345,0.9663022,0.000018499455,0.000052849267,0.00036449777],"genre_scores_gemma":[0.027179278,0.000027781087,0.003181514,0.000037137288,0.002085867,0.96739537,0.0000026257987,0.000035065128,0.00005533531],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.874088,0.11777649,0.0020886946,0.0007004091,0.0031456733,0.0022007392],"domain_scores_gemma":[0.60179645,0.39401272,0.00043232195,0.0002458525,0.0030363104,0.00047632997],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.34226286,0.00019132627,0.001995607,0.0003292106,0.004055296,0.00015670343,0.00074233196,0.00020906207,0.000027916665],"category_scores_gemma":[0.35537052,0.00010347978,0.00033811657,0.0011933765,0.004960341,0.00019490944,0.00012725545,0.0007135796,0.000011206896],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.86087406,0.0004695523,0.00011214873,0.00041518413,0.00018681906,4.781347e-7,0.04531054,5.293016e-7,0.00009383057,0.02097782,0.0018261551,0.06973289],"study_design_scores_gemma":[0.8612777,0.0033701626,0.0012108308,0.0060395584,0.000017641674,2.3759544e-7,0.032554787,0.000024673847,0.0003314478,0.030739482,0.06419682,0.00023666843],"about_ca_topic_score_codex":0.000299487,"about_ca_topic_score_gemma":0.0007722975,"teacher_disagreement_score":0.27623624,"about_ca_system_score_codex":0.0013078674,"about_ca_system_score_gemma":0.0075917123,"threshold_uncertainty_score":0.9980343},"labels":[],"label_agreement":null},{"id":"W2489629047","doi":"10.2196/resprot.5679","title":"Targeted Facebook Advertising is a Novel and Effective Method of Recruiting Participants into a Human Papillomavirus Vaccine Effectiveness Study","year":2016,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Human papillomavirus vaccine; Population; Family medicine; Human papillomavirus; Advertising; Reproductive health; HPV vaccines; Demography; Vaccination; Cervical cancer; Environmental health; HPV infection; Gardasil; Cancer; Internal medicine; Immunology","score_opus":0.522423600595541,"score_gpt":0.6722679382364006,"score_spread":0.14984433764085958,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2489629047","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40561065,0.0000058981914,0.00031586768,0.0003378443,0.000033507626,0.5934647,0.000004167737,0.000050844727,0.00017654372],"genre_scores_gemma":[0.39503604,9.1997566e-7,0.00046554932,0.000008571836,0.00015568083,0.6042865,2.6717981e-7,0.000019407855,0.000027091031],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9892675,0.007587415,0.0004949683,0.00057742017,0.0011367684,0.00093589135],"domain_scores_gemma":[0.98650396,0.011744227,0.00023868434,0.00032851627,0.00081220875,0.0003724116],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.015725454,0.00017047825,0.00046092676,0.00029300782,0.0012168494,0.00007554983,0.00034194213,0.00016867169,0.00012350726],"category_scores_gemma":[0.011004944,0.000133329,0.000051500647,0.00086445746,0.0003820234,0.0003594617,0.00021132606,0.0003642031,0.000018551247],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006421653,0.0012250779,0.31052846,0.00077465136,0.00006302542,0.0000033179354,0.1663671,1.4684883e-7,0.21674761,0.00077724375,0.00006934112,0.30280185],"study_design_scores_gemma":[0.006466673,0.0034997037,0.87778807,0.005863957,0.000012940311,5.691197e-7,0.015917988,0.000006901763,0.06994825,0.00457011,0.015562617,0.0003622272],"about_ca_topic_score_codex":0.0057928413,"about_ca_topic_score_gemma":0.0009972472,"teacher_disagreement_score":0.5672596,"about_ca_system_score_codex":0.0006798615,"about_ca_system_score_gemma":0.000546934,"threshold_uncertainty_score":0.9973258},"labels":[],"label_agreement":null},{"id":"W2500489621","doi":"10.4018/978-1-60960-511-7.ch008","title":"Mobile Learning in Medicine","year":2011,"lang":"en","type":"book-chapter","venue":"Advances in mobile and distance learning book series","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Continuing medical education; Context (archaeology); Medical education; Medicine; Psychology; Knowledge management; Continuing education; Computer science; Geography","score_opus":0.031501010235582584,"score_gpt":0.3489193206434761,"score_spread":0.3174183104078935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2500489621","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011556537,0.24251224,0.00003026462,0.000183092,0.0017940633,0.0015337045,0.0000023351301,0.00015465874,0.752634],"genre_scores_gemma":[0.033645786,0.6090862,0.00017910676,0.0001395232,0.0010726466,0.002226694,0.000038692702,0.00008647311,0.35352486],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977023,0.00021354025,0.0005873805,0.0005641584,0.0004083279,0.0005242753],"domain_scores_gemma":[0.99809957,0.0010286233,0.000447243,0.0001736407,0.00009606968,0.00015487448],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00084542605,0.00032398725,0.00064466696,0.00023980328,0.0005169871,0.00003296392,0.00021896507,0.00039697648,0.00089059194],"category_scores_gemma":[0.0011270677,0.00035028483,0.00004559701,0.00014973512,0.0015872646,0.0011623327,0.000050293598,0.0012633326,0.000029223642],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018438249,0.000040101353,0.05542529,0.0005262488,0.0000121899575,0.000045471617,0.21719168,0.0003059803,0.000003156107,0.41283223,0.00014837211,0.3132849],"study_design_scores_gemma":[0.00021022405,0.0003640276,0.00043609165,0.0009907852,0.000010924526,0.0000010389015,0.01255677,0.0000011502981,0.0000013700454,0.0218717,0.9632277,0.00032822834],"about_ca_topic_score_codex":0.00085222453,"about_ca_topic_score_gemma":0.009528247,"teacher_disagreement_score":0.96307933,"about_ca_system_score_codex":0.0003539231,"about_ca_system_score_gemma":0.00028736197,"threshold_uncertainty_score":0.9998949},"labels":[],"label_agreement":null},{"id":"W2500632763","doi":"10.2196/publichealth.5333","title":"Reaction on Twitter to a Cluster of Perinatal Deaths: A Mixed Method Study","year":2016,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Social media; Unit (ring theory); Staffing; Medicine; Irish; Public relations; Opinion leadership; Internet privacy; Psychology; Nursing; Political science; Computer science","score_opus":0.1255514296893123,"score_gpt":0.45104390445753983,"score_spread":0.3254924747682275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2500632763","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90204906,0.00003472281,0.00034473135,0.09270356,0.0017519298,0.0022526784,0.0000066253197,0.000051094208,0.00080556684],"genre_scores_gemma":[0.9954726,0.00005819453,0.00052950444,0.002194771,0.0004921208,0.0010493287,0.0000016542895,0.000011370109,0.00019042862],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967504,0.0016469181,0.00035552285,0.00031398225,0.00042744243,0.0005057267],"domain_scores_gemma":[0.99679005,0.0019406243,0.00017600681,0.00020556663,0.00019487631,0.0006928933],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0045378758,0.00009850541,0.00026392945,0.00015855166,0.00030916333,0.000031344516,0.00012864021,0.00008180482,0.000027609663],"category_scores_gemma":[0.004590798,0.00007505918,0.000026855305,0.00044121617,0.00007290472,0.00014858074,0.000027668646,0.00009513777,0.000019790416],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009792428,0.00026666585,0.5292786,0.000070013295,0.000008621359,4.7892723e-7,0.0913237,4.515478e-8,0.000016567963,0.0008872973,0.0034310299,0.37461907],"study_design_scores_gemma":[0.0004857922,0.0005109132,0.7336643,0.000017719321,2.1298169e-7,6.0652394e-7,0.008680869,0.0000018657421,9.618328e-7,0.00005510288,0.25648758,0.00009410441],"about_ca_topic_score_codex":0.00416491,"about_ca_topic_score_gemma":0.0034740882,"teacher_disagreement_score":0.37452498,"about_ca_system_score_codex":0.00033764265,"about_ca_system_score_gemma":0.0010210306,"threshold_uncertainty_score":0.6296126},"labels":[],"label_agreement":null},{"id":"W2501941105","doi":"10.3233/978-1-61499-658-3-282","title":"Interprofessional Student Perspectives of Online Social Networks in Health and Business Education","year":2016,"lang":"en","type":"article","venue":"Studies in health technology and informatics","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; British Columbia Institute of Technology","funders":"","keywords":"Likert scale; Descriptive statistics; Workforce; Medical education; Workload; Focus group; Psychology; Social media; Mathematics education; Medicine; Computer science; Marketing; Political science; Business","score_opus":0.06963085001468093,"score_gpt":0.4876939536335024,"score_spread":0.41806310361882143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2501941105","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8781322,0.017778566,0.00006859097,0.10140374,0.0015941209,0.00090554776,0.0000037354773,0.0000333404,0.00008013125],"genre_scores_gemma":[0.93792486,0.05969252,0.0013403024,0.0006704401,0.00016078714,0.0001914671,0.0000020701295,0.000004414602,0.000013125215],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9984074,0.0001869163,0.0008235076,0.00010346647,0.00014972236,0.00032896077],"domain_scores_gemma":[0.9985143,0.00066144334,0.00048201295,0.00007255935,0.0002050773,0.00006461908],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013167773,0.00008828596,0.00034621384,0.00049307424,0.0004077719,0.0000038353937,0.00011167552,0.00016963677,0.000002523898],"category_scores_gemma":[0.0023644,0.00007019771,0.000008821977,0.0009140616,0.0012926048,0.00018607601,0.00011276795,0.00022996585,3.0043526e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019326391,0.00016053424,0.23175183,0.0005867075,0.0000076741035,5.5550867e-8,0.4401278,6.004953e-7,6.6352676e-8,0.06774107,0.00018563253,0.25941873],"study_design_scores_gemma":[0.00032072442,0.0001029433,0.20065883,0.0011346526,0.0000010801606,6.7035575e-7,0.7892013,0.000011948829,1.432263e-7,0.0058128242,0.002688136,0.000066752145],"about_ca_topic_score_codex":0.0010470052,"about_ca_topic_score_gemma":0.0036692284,"teacher_disagreement_score":0.3490735,"about_ca_system_score_codex":0.0006343717,"about_ca_system_score_gemma":0.0019272809,"threshold_uncertainty_score":0.47626564},"labels":[],"label_agreement":null},{"id":"W2502533938","doi":"10.1001/journalofethics.2016.18.8.stas1-1608","title":"Pathology Image-Sharing on Social Media: Recommendations for Protecting Privacy While Motivating Education","year":2016,"lang":"en","type":"article","venue":"The AMA Journal of Ethic","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":112,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Library and Archives Canada","funders":"","keywords":"Immediacy; Social media; Harm; Public interest; Internet privacy; Medicine; Psychology; Public relations; Political science; Social psychology","score_opus":0.31774298872150974,"score_gpt":0.47406257064376517,"score_spread":0.15631958192225542,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2502533938","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6698348,0.000051452967,0.001088402,0.32152537,0.006168547,0.00081628596,0.0000026718437,0.00002177458,0.00049072714],"genre_scores_gemma":[0.9874004,0.000089433066,0.0037966475,0.00063514005,0.00775429,0.00026617243,0.0000010720037,0.000017751896,0.000039075505],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9979497,0.00087604875,0.0004610934,0.00012075737,0.00031302942,0.00027936956],"domain_scores_gemma":[0.9844565,0.01365842,0.00091836735,0.000115284296,0.00076619687,0.0000852813],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0074177557,0.000077156525,0.00015866707,0.00012070605,0.0017037852,0.000054409975,0.00039739363,0.00014707378,0.000077665936],"category_scores_gemma":[0.06506844,0.000050796698,0.00008186899,0.0002468801,0.00021677754,0.00030719163,0.000030445415,0.00057548156,0.0000110340425],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051282805,0.00014306213,0.0021608113,0.000040786705,0.000022001794,5.0647833e-7,0.33505026,6.869166e-7,0.0034501764,0.023429113,0.003475638,0.6321757],"study_design_scores_gemma":[0.0028369864,0.0006423185,0.10019331,0.0028015398,0.00019694104,0.000043457265,0.20964442,0.000014898209,0.0052957833,0.5720441,0.10554986,0.0007364286],"about_ca_topic_score_codex":0.00008153391,"about_ca_topic_score_gemma":0.00008467631,"teacher_disagreement_score":0.63143927,"about_ca_system_score_codex":0.00038799417,"about_ca_system_score_gemma":0.001193045,"threshold_uncertainty_score":0.9995959},"labels":[],"label_agreement":null},{"id":"W2508320532","doi":"10.2196/resprot.4542","title":"Twitter Strategies for Web-Based Surveying: Descriptive Analysis From the International Concussion Study","year":2016,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"University of Cape Town; National Research Foundation","keywords":"Snowball sampling; Social media; Publicity; Psychology; Descriptive statistics; Social network analysis; Social network (sociolinguistics); Applied psychology; Medical education; Computer science; Advertising; World Wide Web; Internet privacy; Medicine; Business; Marketing","score_opus":0.6402949788391736,"score_gpt":0.6357011450197582,"score_spread":0.0045938338194154715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2508320532","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15714434,0.0000020499222,0.00062049844,0.026030261,0.0002697193,0.81498563,0.00006242735,0.0000761924,0.0008088821],"genre_scores_gemma":[0.38099125,2.8985264e-7,0.0000927026,0.00005579807,0.0006907888,0.6179672,0.000006598403,0.000008317453,0.00018703865],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99442065,0.0029504315,0.00028645268,0.00037138036,0.0014655681,0.00050550885],"domain_scores_gemma":[0.9873016,0.010997157,0.0001278143,0.00032458676,0.0010912395,0.00015764376],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0077141174,0.000096130345,0.00016981756,0.00021081533,0.0009700008,0.00043149703,0.00088882516,0.00010322894,0.00067084254],"category_scores_gemma":[0.0058636256,0.000053544016,0.000096147414,0.000999788,0.00050861266,0.0003262801,0.00007527436,0.0002228259,0.000049283306],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005778032,0.00075984414,0.88177186,0.0000146676,0.00017266744,0.0000013114956,0.06699007,0.0000011792154,0.0010354781,0.0017902215,0.03253563,0.014349248],"study_design_scores_gemma":[0.0021158017,0.00046452947,0.44910166,0.00024385825,0.000014205654,9.241983e-9,0.07034673,0.00005231724,0.0001446664,0.003719511,0.47365335,0.00014335713],"about_ca_topic_score_codex":0.0071809734,"about_ca_topic_score_gemma":0.011685537,"teacher_disagreement_score":0.44111773,"about_ca_system_score_codex":0.0006287786,"about_ca_system_score_gemma":0.0026016592,"threshold_uncertainty_score":0.9994303},"labels":[],"label_agreement":null},{"id":"W2509879643","doi":"10.2196/resprot.4808","title":"Use of Web 2.0 Social Media Platforms to Promote Community-Engaged Research Dialogs: A Preliminary Program Evaluation","year":2016,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences","keywords":"Social media; World Wide Web; Computer science; Web 2.0; Medical education; The Internet; Multimedia; Medicine","score_opus":0.8778309244154584,"score_gpt":0.6965193373140446,"score_spread":0.18131158710141382,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2509879643","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35527012,0.0000021926164,0.0000022398274,0.0048657595,0.00010284735,0.63887,0.000023222998,0.00013151747,0.00073212956],"genre_scores_gemma":[0.26536095,0.0000036019796,0.00076040206,0.00001357454,0.0008456974,0.7328373,0.000012884801,0.0000367713,0.00012878087],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9477391,0.04280043,0.00075441785,0.0005016223,0.0063704825,0.0018339511],"domain_scores_gemma":[0.94221723,0.0508008,0.00019880591,0.0007241435,0.0054229703,0.0006360616],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.12702584,0.0001827132,0.0003570426,0.0009095557,0.00848659,0.0002667288,0.001319717,0.00046977022,0.00030118154],"category_scores_gemma":[0.20067517,0.00014258343,0.00008479294,0.0033266598,0.0023600645,0.00094305014,0.000494221,0.004762721,0.00022307885],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010553366,0.002387131,0.0031707617,0.00033672067,0.00001468288,0.0000016811899,0.3097959,1.4965424e-7,0.0034731126,0.0026377388,0.0098151835,0.6673116],"study_design_scores_gemma":[0.002813934,0.00811609,0.093133874,0.004303096,0.000006421258,7.250267e-7,0.05496318,0.000033873715,0.0024294918,0.028050635,0.8056579,0.0004907338],"about_ca_topic_score_codex":0.0016146959,"about_ca_topic_score_gemma":0.004126487,"teacher_disagreement_score":0.79584277,"about_ca_system_score_codex":0.001769421,"about_ca_system_score_gemma":0.0054232953,"threshold_uncertainty_score":0.9975333},"labels":[],"label_agreement":null},{"id":"W2509939101","doi":"10.3968/8616","title":"Influencing Factors of Consumer Health Information Seeking Behavior Via Social Media","year":2016,"lang":"en","type":"article","venue":"Cross-cultural communication","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Gratification; Information seeking; Psychology; Information behavior; Social media; Health literacy; Originality; Social psychology; Health belief model; Information seeking behavior; Foundation (evidence); Health information; Theory of planned behavior; Health education; Control (management); Health care; Computer science; Political science","score_opus":0.11286374781573523,"score_gpt":0.4443630475416524,"score_spread":0.3314992997259172,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2509939101","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99457437,0.00022766543,0.000066763816,0.0028084305,0.0009886159,0.0007264157,0.000023002187,0.00012117182,0.00046355033],"genre_scores_gemma":[0.99861056,0.0004393034,0.00034893386,0.00010861514,0.00017095264,0.00020626737,0.00009873198,0.000008400733,0.000008245297],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99796563,0.00046381136,0.00065423164,0.00011085143,0.00046907165,0.00033637934],"domain_scores_gemma":[0.99623185,0.001608015,0.00078813644,0.00028905828,0.0009445588,0.00013839331],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0011211593,0.000117593925,0.00021676028,0.00008910089,0.001659303,0.00013331753,0.00046840784,0.00018207604,0.00007458048],"category_scores_gemma":[0.004286017,0.00009118373,0.0000697009,0.00036567656,0.0010865051,0.0025780464,0.00007230368,0.00017154161,0.00003584907],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014987144,0.000052071107,0.2923002,0.0000497011,0.0000106500465,2.754829e-8,0.4091108,3.7265062e-7,0.0016941215,0.005834182,0.00035698505,0.2905759],"study_design_scores_gemma":[0.00043287064,0.000022412112,0.9254613,0.0001168619,0.000016753405,3.8348787e-7,0.02749151,0.0000024281662,0.00069573754,0.0006054736,0.044946063,0.00020823303],"about_ca_topic_score_codex":0.007670231,"about_ca_topic_score_gemma":0.00243191,"teacher_disagreement_score":0.63316107,"about_ca_system_score_codex":0.00083389867,"about_ca_system_score_gemma":0.0004593647,"threshold_uncertainty_score":0.9996404},"labels":[],"label_agreement":null},{"id":"W2513081591","doi":"10.2196/mededu.5950","title":"A Critical Analysis of Anesthesiology Podcasts: Identifying Determinants of Success","year":2016,"lang":"en","type":"article","venue":"JMIR Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Software portability; Dissemination; Popularity; Computer science; Multimedia; Quality (philosophy); Data science; World Wide Web; Psychology; Telecommunications","score_opus":0.07207795284461545,"score_gpt":0.5002584292966309,"score_spread":0.42818047645201546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2513081591","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9893176,0.00013050271,0.00007954249,0.0071329414,0.0026766243,0.00033806488,0.000002727866,0.000018049044,0.0003039356],"genre_scores_gemma":[0.99860406,0.00011042963,0.00019678789,0.00018103763,0.00052082166,0.000345341,0.000003790736,0.0000060147586,0.00003170018],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99781644,0.00048222297,0.0005313805,0.0001946156,0.00072170584,0.0002536452],"domain_scores_gemma":[0.99509144,0.0036807365,0.0002609505,0.00018677156,0.00046371983,0.00031637293],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013044552,0.000066664514,0.0003188059,0.00035758162,0.00011099322,0.0000074133154,0.00029396077,0.00023799163,0.0015556776],"category_scores_gemma":[0.035207637,0.00005258413,0.00008994073,0.0011314768,0.00086931564,0.00019550056,0.000019937792,0.00007653081,0.0000113618835],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013496244,0.0003574279,0.7673073,0.00008023975,0.000023613838,5.2681327e-7,0.015563908,1.8352853e-8,0.00007284499,0.007425804,0.00018574802,0.20896907],"study_design_scores_gemma":[0.00011013745,0.00004356002,0.99116373,0.00023653463,0.00013846516,7.594906e-7,0.0044513275,0.000013492571,0.00018731193,0.0016274271,0.0019493586,0.00007790128],"about_ca_topic_score_codex":0.003778729,"about_ca_topic_score_gemma":0.0018727303,"teacher_disagreement_score":0.22385642,"about_ca_system_score_codex":0.00015285144,"about_ca_system_score_gemma":0.003185894,"threshold_uncertainty_score":0.99935704},"labels":[],"label_agreement":null},{"id":"W2513144094","doi":"10.2196/cancer.5367","title":"Like or Dislike? Impact of Facebook on Ewing Sarcoma Treatment","year":2016,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Social media; Internet privacy; Sarcoma; Ewing's sarcoma; Medicine; World Wide Web; Computer science; Pathology","score_opus":0.1893771329158587,"score_gpt":0.5117983387067218,"score_spread":0.3224212057908631,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2513144094","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98798877,0.000110529705,0.000003841666,0.0032149674,0.0023172551,0.0018615063,0.000029640896,0.000047276128,0.0044261953],"genre_scores_gemma":[0.99309355,0.0004839017,0.00002023315,0.0000877717,0.0010364681,0.003043466,7.2567593e-7,0.000012280089,0.002221624],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9990392,0.0001177056,0.00015284542,0.00015165194,0.00024792823,0.00029069616],"domain_scores_gemma":[0.99865746,0.0008835828,0.00011423636,0.00013997193,0.0000597208,0.00014500783],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001395353,0.00008813673,0.00015224642,0.000050221723,0.00016137848,0.000010442448,0.00010610881,0.00007625582,0.002238316],"category_scores_gemma":[0.00023599049,0.000048986698,0.000085348,0.00016295817,0.0001349086,0.00009619843,0.0000073662814,0.000033725682,0.00007937494],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002253406,0.00021502769,0.20495237,0.000018696477,0.000051647843,0.0000014134101,0.0693058,0.0000014827157,0.00061332237,0.00086582685,0.0053089485,0.7184401],"study_design_scores_gemma":[0.0012740486,0.0010186433,0.5599644,0.00034145013,0.00002516176,2.1258431e-7,0.0024767339,0.0000023363662,0.0011060158,0.00038418642,0.43315002,0.0002567526],"about_ca_topic_score_codex":0.02119146,"about_ca_topic_score_gemma":0.0066424846,"teacher_disagreement_score":0.71818334,"about_ca_system_score_codex":0.0022729412,"about_ca_system_score_gemma":0.0013746896,"threshold_uncertainty_score":0.9986738},"labels":[],"label_agreement":null},{"id":"W2517373684","doi":"10.1037/cap0000053","title":"Social media policy for graduate students: Challenges and opportunities for professional psychology training programs.","year":2016,"lang":"en","type":"article","venue":"Canadian Psychology/Psychologie canadienne","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychology; Graduate students; Professional psychology; Training (meteorology); Applied psychology; Professional development; School psychology; Pedagogy; Engineering ethics; Medical education; Clinical psychology","score_opus":0.7107086549004397,"score_gpt":0.5386188912973082,"score_spread":0.17208976360313144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2517373684","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37958094,0.0011778045,0.00008749256,0.59442353,0.015820777,0.00441739,0.00037391583,0.00019827309,0.0039198603],"genre_scores_gemma":[0.9595382,0.0048338925,0.001004353,0.015715566,0.0067118383,0.011401615,0.00010425834,0.000117059935,0.0005731991],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9948251,0.0005427178,0.00061711046,0.0010706666,0.00029365884,0.002650727],"domain_scores_gemma":[0.9941415,0.0025758466,0.00030946994,0.0004109072,0.00051916414,0.0020430693],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0033631925,0.00037765145,0.00056670484,0.00086329656,0.0014126439,0.000056898098,0.0009480073,0.0008433154,0.00005371218],"category_scores_gemma":[0.006624761,0.00034745803,0.00014126467,0.00032972952,0.001928533,0.00024495806,0.000027812122,0.00028779812,0.000009667373],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010485705,0.00008218597,0.0011502728,0.000031567095,0.000057687746,0.000011074376,0.06605588,4.236919e-9,0.000017108088,0.07042451,0.027414396,0.83465046],"study_design_scores_gemma":[0.0024309705,0.00035918187,0.11966256,0.00009065525,0.000038755756,0.000013754398,0.03434496,1.8368898e-7,7.8827844e-7,0.06579721,0.7767331,0.0005278945],"about_ca_topic_score_codex":0.023111157,"about_ca_topic_score_gemma":0.80910414,"teacher_disagreement_score":0.83412254,"about_ca_system_score_codex":0.0011166249,"about_ca_system_score_gemma":0.0033063497,"threshold_uncertainty_score":0.9998977},"labels":[],"label_agreement":null},{"id":"W2518595638","doi":"10.1136/bmjspcare-2016-001140","title":"Use of podcast technology to facilitate education, communication and dissemination in palliative care: the development of the AmiPal podcast","year":2016,"lang":"en","type":"article","venue":"BMJ Supportive & Palliative Care","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":80,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Academy of Medical Sciences; Marie Curie","keywords":"World Wide Web; Computer science","score_opus":0.16236903276960307,"score_gpt":0.45229112846263947,"score_spread":0.2899220956930364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2518595638","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9789899,0.00044525423,0.00019863514,0.01578819,0.00053420843,0.0035370903,0.0001072811,0.000016969301,0.00038248856],"genre_scores_gemma":[0.9962029,0.00014296062,0.0018105714,0.00007167426,0.000046262212,0.0015873658,0.000023065466,0.0000113113065,0.00010391028],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976949,0.0006495521,0.0006654314,0.00026994353,0.00044458138,0.0002755649],"domain_scores_gemma":[0.9943013,0.0025775132,0.00063489337,0.00037553709,0.0020263114,0.00008439742],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00060868135,0.0001493068,0.00024292285,0.00018908814,0.00042182195,0.000017394921,0.0004138304,0.00014365184,0.000027662722],"category_scores_gemma":[0.01083555,0.00009534914,0.000044270615,0.0010146397,0.00087637344,0.00018967214,0.00015009713,0.00015032578,0.000004917385],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001440052,0.000037107293,0.5106182,0.000038726124,0.000008975555,4.752661e-8,0.42966974,5.876988e-7,0.00020198512,0.002202722,0.000107618165,0.057099905],"study_design_scores_gemma":[0.00008412075,0.000033825512,0.6741148,0.00046506585,0.000009425169,3.173047e-8,0.31766766,4.1163847e-7,0.0021272192,0.00030179843,0.005107407,0.00008824284],"about_ca_topic_score_codex":0.0015308866,"about_ca_topic_score_gemma":0.027122382,"teacher_disagreement_score":0.1634966,"about_ca_system_score_codex":0.00097340305,"about_ca_system_score_gemma":0.0020226464,"threshold_uncertainty_score":0.9974966},"labels":[],"label_agreement":null},{"id":"W2518646621","doi":"10.1002/asi.23833","title":"Scholarly use of social media and altmetrics: A review of the literature","year":2017,"lang":"en","type":"review","venue":"Journal of the Association for Information Science and Technology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":571,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal; Université de Montréal","funders":"Social Sciences and Humanities Research Council of Canada; Alfred P. Sloan Foundation","keywords":"Altmetrics; Scholarship; Social media; Scholarly communication; Promotion (chess); Sociology; Data science; Computer science; Social science; Political science; World Wide Web; Publishing","score_opus":0.17870384047953633,"score_gpt":0.45440800468111564,"score_spread":0.2757041642015793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2518646621","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00029803006,0.9815807,0.0000024628637,0.012745187,0.0035391496,0.0015530814,0.00007040392,0.000006808357,0.00020420535],"genre_scores_gemma":[0.0005202389,0.99895686,0.00014671816,0.00012801528,0.00017761794,0.000041954372,0.0000018382292,0.000003427715,0.000023354714],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99709696,0.00021909922,0.0011001241,0.00007623927,0.0013159149,0.00019166044],"domain_scores_gemma":[0.9822153,0.0021022668,0.009452125,0.00021717399,0.0059622806,0.000050851082],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.009269384,0.00010054278,0.0007071443,0.00088298594,0.0011142513,0.00031394008,0.0010878015,0.00047026214,0.0000012397827],"category_scores_gemma":[0.22333306,0.000058783036,0.00019852431,0.003506695,0.00089322147,0.003824422,0.00014592776,0.0005352979,4.3566914e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000016436792,0.000011283134,0.0007042354,0.0075116926,0.000031776348,1.7534994e-8,0.008199901,1.0133965e-8,3.654889e-7,0.021096174,0.001654578,0.9607883],"study_design_scores_gemma":[0.00009192092,0.000017388938,0.0009423506,0.011171857,0.00018879373,0.0000037933655,0.00045142963,2.4889275e-7,0.000002831029,0.0010443161,0.98603255,0.000052530195],"about_ca_topic_score_codex":0.000017203514,"about_ca_topic_score_gemma":0.000016852979,"teacher_disagreement_score":0.984378,"about_ca_system_score_codex":0.00057995017,"about_ca_system_score_gemma":0.0028066,"threshold_uncertainty_score":0.85700333},"labels":[{"model":"gemma","categories":["metaresearch","scholarly_communication"],"domain":"evaluation","study_design":"not_applicable","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["scholarly_communication"],"domain":null,"study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W2518750914","doi":"10.1016/j.jbi.2016.09.010","title":"Healthcare hashtag index development: Identifying global impact in social media","year":2016,"lang":"en","type":"article","venue":"Journal of Biomedical Informatics","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":39,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Index (typography); Health care; Quarter (Canadian coin); Social media; Thematic analysis; Computer science; World Wide Web; Political science; Qualitative research; Geography; Sociology; Social science","score_opus":0.13733221394006528,"score_gpt":0.45951402903060623,"score_spread":0.32218181509054095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2518750914","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97170347,0.00019777186,0.0027126735,0.01724173,0.00728877,0.00033570323,0.000015234241,0.000027913276,0.00047672403],"genre_scores_gemma":[0.99514043,0.00021109958,0.0021234804,0.00027691326,0.0022223722,0.000012110677,0.0000031178702,0.000006503404,0.000003964273],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.996095,0.00021033698,0.0015645222,0.000055645225,0.0015222724,0.0005522178],"domain_scores_gemma":[0.99669147,0.0012648399,0.0009847342,0.000066264445,0.0003718013,0.0006209244],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031621861,0.00011649904,0.00033725446,0.00032917535,0.00033361022,0.000063092055,0.00040562666,0.0003149594,0.00014839983],"category_scores_gemma":[0.006940361,0.00007979855,0.000101725884,0.0009883868,0.0004157477,0.00081014197,0.00004528038,0.00030749364,0.00004088599],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005924983,0.00013783269,0.112837106,0.00012597747,0.000035529632,0.000011613345,0.25149664,2.3661637e-7,0.0000068402474,0.0014594143,0.004815261,0.6290143],"study_design_scores_gemma":[0.0029362927,0.00016185622,0.7707443,0.0011939193,0.00002278489,0.000036443995,0.069945306,0.000021203221,0.000019864718,0.009433722,0.14506835,0.00041597185],"about_ca_topic_score_codex":0.00032520032,"about_ca_topic_score_gemma":0.0010874129,"teacher_disagreement_score":0.6579072,"about_ca_system_score_codex":0.0024944863,"about_ca_system_score_gemma":0.0047791763,"threshold_uncertainty_score":0.8478054},"labels":[],"label_agreement":null},{"id":"W2519929931","doi":"10.7759/cureus.788","title":"A Quantitative Study on Anonymity and Professionalism within an Online Free Open Access Medical Education Community","year":2016,"lang":"en","type":"article","venue":"Cureus","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; University of Saskatchewan","funders":"","keywords":"Medicine; Anonymity; Medical education; Online community; Internet privacy; World Wide Web","score_opus":0.6320016256501747,"score_gpt":0.6301680440491664,"score_spread":0.0018335816010083272,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2519929931","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9673621,0.000071621645,0.000008123206,0.025622131,0.0036247212,0.0022372198,0.000018342309,0.00004485903,0.0010108595],"genre_scores_gemma":[0.9971497,0.000049246053,0.0004134973,0.0011353521,0.00047505426,0.00065124605,0.000015460808,0.000011240948,0.00009919402],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99538654,0.0033345039,0.00024980665,0.00021909407,0.0006131766,0.00019690751],"domain_scores_gemma":[0.9958359,0.0029311308,0.00019130803,0.00043676392,0.00027251217,0.00033238146],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0035761842,0.000096193966,0.00016840488,0.000048177008,0.0011323087,0.00014908932,0.0017131661,0.00014265704,0.00027474726],"category_scores_gemma":[0.02974896,0.000068814545,0.000011751726,0.00025481335,0.00036661152,0.0011834967,0.0004842656,0.00032162646,0.000008577019],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017814177,0.010139081,0.38457322,0.000023081002,0.000026624173,0.0000014467882,0.4838912,4.0365236e-8,0.000023501612,0.06291172,0.004539492,0.05369245],"study_design_scores_gemma":[0.0006350685,0.00048425444,0.8244174,0.00018770697,0.000011623812,2.8266953e-7,0.14453867,0.0000027345939,0.0000077661025,0.028233886,0.0013522678,0.0001283337],"about_ca_topic_score_codex":0.0882481,"about_ca_topic_score_gemma":0.19911106,"teacher_disagreement_score":0.4398442,"about_ca_system_score_codex":0.0002765437,"about_ca_system_score_gemma":0.0037241608,"threshold_uncertainty_score":0.9784239},"labels":[],"label_agreement":null},{"id":"W2520689564","doi":"10.2196/mededu.6232","title":"Use of Social Media for Professional Development by Health Care Professionals: A Cross-Sectional Web-Based Survey","year":2016,"lang":"en","type":"article","venue":"JMIR Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":115,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Social media; Promotion (chess); Professional development; Health care; Health professionals; Medical education; Psychology; Public relations; Health promotion; Cross-sectional study; Medicine; Nursing; Public health; Political science","score_opus":0.14405815069867212,"score_gpt":0.5163698630949602,"score_spread":0.37231171239628813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2520689564","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94409543,0.00016967067,0.0001365855,0.032074112,0.020271804,0.0029346086,0.00020473672,0.00007632253,0.000036702397],"genre_scores_gemma":[0.98540497,0.000013431479,0.0012639398,0.0018737629,0.002180717,0.0075923763,0.0010547672,0.000028454499,0.00058756873],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99550587,0.0010720107,0.0007855649,0.00036448275,0.0017862689,0.00048580192],"domain_scores_gemma":[0.9896757,0.007776353,0.0005370764,0.000119803946,0.001311766,0.0005792879],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0032131427,0.00014451356,0.0002598265,0.00014003967,0.0010181081,0.000030545554,0.00028056905,0.00043961752,0.0009673973],"category_scores_gemma":[0.028015941,0.00011384217,0.00007221219,0.0003886741,0.0005101745,0.00025120334,0.000026184347,0.00018864048,0.0000172218],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023679396,0.0019009613,0.46671602,0.0003539679,0.000016087597,4.703559e-8,0.105953686,3.424481e-8,0.000031517284,0.0022618875,0.25463238,0.16789663],"study_design_scores_gemma":[0.0005753964,0.000026664417,0.726532,0.00019989446,0.0000018265298,8.321558e-8,0.0031606138,0.0000019318495,0.000052132254,0.000060785675,0.26926288,0.00012577634],"about_ca_topic_score_codex":0.0008136726,"about_ca_topic_score_gemma":0.0036199242,"teacher_disagreement_score":0.259816,"about_ca_system_score_codex":0.0013771042,"about_ca_system_score_gemma":0.068583705,"threshold_uncertainty_score":0.9999459},"labels":[],"label_agreement":null},{"id":"W2520811937","doi":"10.2196/publichealth.5739","title":"Chiropractic and Spinal Manipulation Therapy on Twitter: Case Study Examining the Presence of Critiques and Debates","year":2016,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Institute of Health Economics","funders":"","keywords":"Chiropractic; Skepticism; Spinal manipulation; Social media; Sample (material); Psychology; Medicine; Computer science; Alternative medicine; World Wide Web; Epistemology","score_opus":0.2711102151297137,"score_gpt":0.46157580785748065,"score_spread":0.19046559272776692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2520811937","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9635272,0.0013551373,0.000010130856,0.033325527,0.0003026355,0.0013739214,0.0000015548485,0.000026035894,0.00007782914],"genre_scores_gemma":[0.9956798,0.0031841642,0.000030550047,0.00055995263,0.0002389306,0.00028879425,5.2446046e-7,0.0000066450343,0.0000106336865],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978291,0.0011560404,0.00025339465,0.00022519182,0.00024003768,0.00029627717],"domain_scores_gemma":[0.99657214,0.0027281344,0.00019283508,0.00013050881,0.000113449714,0.00026295276],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030480505,0.0000831909,0.00016507425,0.000059631202,0.0006348238,0.00007104524,0.00006572589,0.000049369668,0.0000054180127],"category_scores_gemma":[0.0027626727,0.000051870848,0.0000071008917,0.00017219117,0.00027420613,0.00024406421,0.000018943527,0.0000910186,3.7102114e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025058085,0.00005884396,0.6965851,0.00003374699,0.0000032798496,0.000002925983,0.053492896,6.9710744e-9,0.000004408637,0.00042289405,0.000044110842,0.24932669],"study_design_scores_gemma":[0.00033204816,0.00071484165,0.9626488,0.000025365589,2.7301334e-7,0.000020670663,0.029853614,0.0000068975028,5.322708e-7,0.00015362272,0.0061752014,0.00006809861],"about_ca_topic_score_codex":0.008672637,"about_ca_topic_score_gemma":0.0034787126,"teacher_disagreement_score":0.2660637,"about_ca_system_score_codex":0.000051509665,"about_ca_system_score_gemma":0.00037051606,"threshold_uncertainty_score":0.9979287},"labels":[],"label_agreement":null},{"id":"W2522387964","doi":"10.2196/jmir.6404","title":"Can Facebook Be Used for Research? Experiences Using Facebook to Recruit Pregnant Women for a Randomized Controlled Trial","year":2016,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":82,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Randomized controlled trial; Social media; Medicine; Advertising; Psychology; World Wide Web; Computer science; Business","score_opus":0.4961986605954253,"score_gpt":0.6002626661301543,"score_spread":0.10406400553472905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2522387964","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77158487,0.00025903506,0.0031433168,0.15667966,0.007602642,0.060267657,0.000008128603,0.00002079978,0.0004338807],"genre_scores_gemma":[0.83851653,0.00078526704,0.0012108535,0.00046228245,0.011404032,0.13818163,9.825941e-7,0.000061118306,0.009377321],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9807189,0.008561391,0.001642327,0.00036829786,0.00704622,0.0016628777],"domain_scores_gemma":[0.9036946,0.09046954,0.00050334615,0.00020460278,0.0032309717,0.0018969189],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.14117312,0.00015910069,0.0014201523,0.00085715926,0.00062058616,0.0002439107,0.001569197,0.00041429783,0.0025644107],"category_scores_gemma":[0.3387746,0.00009257177,0.00042442963,0.0004543641,0.0021016244,0.00021313914,0.00014933449,0.00079694565,0.000013767465],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.62965655,0.00023422159,0.000011856439,0.000050955743,0.00016255582,0.000007657107,0.32612404,2.0980072e-7,0.00033458168,0.0034120549,0.015479098,0.024526201],"study_design_scores_gemma":[0.66958827,0.0024896872,9.621568e-7,0.0013356023,0.000022296672,0.0000028822499,0.08881387,0.00016601411,0.0005972448,0.0048997803,0.23193608,0.00014731102],"about_ca_topic_score_codex":0.0020442796,"about_ca_topic_score_gemma":0.0013226871,"teacher_disagreement_score":0.23731016,"about_ca_system_score_codex":0.002435333,"about_ca_system_score_gemma":0.010136051,"threshold_uncertainty_score":0.9983474},"labels":[],"label_agreement":null},{"id":"W2523789117","doi":"10.1371/journal.pone.0162376","title":"Quantifying the Twitter Influence of Third Party Commercial Entities versus Healthcare Providers in Thirteen Medical Conferences from 2011 – 2013","year":2016,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Health care; Third party; Internet privacy; Social media; Quarter (Canadian coin); Business; Public relations; Advertising; Computer science; World Wide Web; Political science; Law; History","score_opus":0.3577155870399095,"score_gpt":0.40349965146527406,"score_spread":0.045784064425364535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2523789117","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.857891,0.0003251726,0.0000015101722,0.13968724,0.0009994154,0.0007494444,0.0000140354805,0.000031811032,0.00030032182],"genre_scores_gemma":[0.9967847,0.001502719,0.00009244655,0.00062017835,0.00064296555,0.000319482,0.0000042196434,0.000007806277,0.000025505824],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969054,0.0008755112,0.0004344276,0.0002144953,0.0011883395,0.0003818128],"domain_scores_gemma":[0.9924323,0.0066691455,0.0002574409,0.00021407205,0.00025297416,0.00017409671],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013623852,0.000101807556,0.00028046794,0.000063058076,0.00028788976,0.000034328074,0.0004886218,0.00020845994,0.0005585072],"category_scores_gemma":[0.0062146396,0.0000664519,0.000035137688,0.00016543899,0.0009545829,0.00032809074,0.00005466165,0.0002590663,0.0000957822],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009568048,0.00022520727,0.9121225,0.00007249619,0.000040950632,8.0374423e-7,0.07893113,1.1187425e-7,0.00006466901,0.003808382,0.0010334039,0.003604665],"study_design_scores_gemma":[0.0010785912,0.00015298655,0.95842606,0.0013173086,0.00005320355,4.08236e-8,0.031437457,0.000009012336,0.0005824448,0.0038087831,0.0028999061,0.00023422019],"about_ca_topic_score_codex":0.2686546,"about_ca_topic_score_gemma":0.22072342,"teacher_disagreement_score":0.13906705,"about_ca_system_score_codex":0.00014768344,"about_ca_system_score_gemma":0.0016827332,"threshold_uncertainty_score":0.7934963},"labels":[],"label_agreement":null},{"id":"W2524641208","doi":"10.1016/j.cjca.2016.07.461","title":"ATRIAL FIBRILLATION VIDEOS ON YOUTUBE: MORE THAN MEETS THE EYES","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Toronto Public Health","funders":"","keywords":"Medicine; Atrial fibrillation; Management of atrial fibrillation; Resource (disambiguation); Cardiology; Internal medicine; Medical emergency; Intensive care medicine","score_opus":0.07349577804608755,"score_gpt":0.3628898823660998,"score_spread":0.2893941043200123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2524641208","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7678456,0.0008991465,0.000111781774,0.2003359,0.023645902,0.0004952183,0.000016790245,0.0000102929025,0.0066393865],"genre_scores_gemma":[0.97389466,0.00023600808,0.000020775748,0.0002090104,0.025578009,0.0000045788693,6.078075e-7,0.000007930696,0.000048425572],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99833626,0.0007257558,0.00026976308,0.00009228937,0.00022469377,0.0003512228],"domain_scores_gemma":[0.9966641,0.002245933,0.00022662984,0.00012741754,0.0002781287,0.00045777226],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0013994843,0.00006965337,0.00021079347,0.00014757781,0.00047422838,0.000024514706,0.00025450025,0.00016176094,0.000044457105],"category_scores_gemma":[0.008360688,0.000041628035,0.00018456025,0.00016211355,0.00047004202,0.00011457152,0.0000039796428,0.00013286996,0.000028556009],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012515894,7.6103964e-7,0.61146057,0.000006765871,0.00019278636,0.000030356405,0.036140986,0.0006481292,0.000052921165,0.021768615,0.03951741,0.29005557],"study_design_scores_gemma":[0.00022413282,0.00009300794,0.16504036,0.000032262487,0.00002779611,0.000010809283,0.0020037505,4.694795e-7,0.000008698944,0.0016230419,0.8308713,0.00006440192],"about_ca_topic_score_codex":0.012778999,"about_ca_topic_score_gemma":0.027834374,"teacher_disagreement_score":0.7913539,"about_ca_system_score_codex":0.0005629726,"about_ca_system_score_gemma":0.0035872427,"threshold_uncertainty_score":0.9999923},"labels":[],"label_agreement":null},{"id":"W2524695153","doi":"10.1016/j.cjca.2016.07.460","title":"THE IMPACT OF SOCIAL MEDIA ON CARDIOVASCULAR MEDICINE: INSIGHTS INTO TWITTER'S SPHERE OF INFLUENCE","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Alberta Hospital Edmonton","funders":"","keywords":"Medicine; Social media; World Wide Web","score_opus":0.049933577805856916,"score_gpt":0.3521651690178527,"score_spread":0.30223159121199583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2524695153","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9853641,0.0031136847,0.000045508023,0.004354843,0.0038600264,0.00020815736,0.0000038683042,0.000002682326,0.0030471743],"genre_scores_gemma":[0.9952268,0.00048529258,0.000010852642,0.00003363097,0.0042186296,0.000010207361,3.6806887e-7,0.000009129392,0.000005111909],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99752355,0.0010422901,0.0005462538,0.00010383961,0.00042605985,0.00035798646],"domain_scores_gemma":[0.9950877,0.0028618253,0.0004876182,0.00019671148,0.00088393915,0.00048224354],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0018974973,0.00010251236,0.00059561274,0.00018605881,0.0004209749,0.000007989377,0.00047881462,0.00020521483,0.000033814194],"category_scores_gemma":[0.012660247,0.000056652654,0.00040766998,0.0003210351,0.002512322,0.00009714857,0.0000075723124,0.00019805726,0.0000041780654],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021835027,0.000009313155,0.20313932,0.000057091816,0.0018373,0.00006683873,0.43444225,0.00077868224,0.0010095853,0.018973283,0.036024604,0.30344337],"study_design_scores_gemma":[0.00072020263,0.00042471648,0.7110211,0.00017433995,0.000118763,0.00001114875,0.01154001,1.9348394e-7,0.00007413284,0.010069202,0.26570818,0.00013797656],"about_ca_topic_score_codex":0.05061438,"about_ca_topic_score_gemma":0.03136819,"teacher_disagreement_score":0.5078818,"about_ca_system_score_codex":0.000738662,"about_ca_system_score_gemma":0.0071113002,"threshold_uncertainty_score":0.99851745},"labels":[],"label_agreement":null},{"id":"W2527902750","doi":"10.4103/0019-5049.191700","title":"Internet use among anaesthesiologists: A cross-sectional survey","year":2016,"lang":"en","type":"article","venue":"Indian Journal of Anaesthesia","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; The Internet; CLARITY; Relevance (law); Computer-assisted web interviewing; Cross-sectional study; Medical education; Family medicine; World Wide Web; Pathology","score_opus":0.15198006564387984,"score_gpt":0.38520853634187047,"score_spread":0.23322847069799063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2527902750","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9955181,0.000087039094,0.00006848684,0.0015791946,0.0024025529,0.00022550674,0.0000061268097,0.000022468863,0.00009053115],"genre_scores_gemma":[0.99792707,0.00034813286,0.00029093114,0.00020734938,0.0010401489,0.00001561915,0.0000014056185,0.0000167417,0.00015261592],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99708337,0.0011294857,0.00065188715,0.00017136584,0.000557768,0.0004061383],"domain_scores_gemma":[0.99600977,0.0019777964,0.00076789025,0.0001509059,0.00066645327,0.0004271812],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0041387067,0.000120104894,0.0002408902,0.00027718025,0.0002485643,0.00017683406,0.00050113583,0.00023488734,0.00023819871],"category_scores_gemma":[0.0122140525,0.000087373424,0.00013043803,0.00036681147,0.0008932991,0.0009489479,0.000014084652,0.00023448345,0.00005971833],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000062889856,0.000041317417,0.9785493,0.0000025609165,0.000014416335,0.0000641835,0.0043708254,6.4676976e-7,0.000003003589,0.0005158952,0.0006719979,0.015702983],"study_design_scores_gemma":[0.00025804035,0.00026065568,0.98404145,0.00006030321,0.000003448877,0.000017658022,0.00028471558,2.211052e-7,0.00001142999,0.0005248031,0.014425181,0.00011210133],"about_ca_topic_score_codex":0.0076855114,"about_ca_topic_score_gemma":0.005395113,"teacher_disagreement_score":0.015590883,"about_ca_system_score_codex":0.00056522596,"about_ca_system_score_gemma":0.0010671933,"threshold_uncertainty_score":0.9989224},"labels":[],"label_agreement":null},{"id":"W2528757135","doi":"10.2196/mhealth.5987","title":"Using Knowledge Translation to Craft “Sticky” Social Media Health Messages That Provoke Interest, Raise Awareness, Impart Knowledge, and Inspire Change","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Craft; Social media; Knowledge translation; Psychology; Internet privacy; Computer science; Knowledge management; World Wide Web; Art; Visual arts","score_opus":0.5829245139656735,"score_gpt":0.53486686853878,"score_spread":0.0480576454268935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2528757135","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88166475,0.011876626,0.00023307187,0.095971614,0.004825147,0.0047019557,0.00008409573,0.00024422345,0.00039851633],"genre_scores_gemma":[0.986311,0.005783473,0.0005364703,0.0013498883,0.004705444,0.0011965128,0.000017956738,0.000057210702,0.000042002197],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9955035,0.0012355121,0.0007349532,0.0007189456,0.0004114596,0.0013956234],"domain_scores_gemma":[0.99509513,0.002141596,0.00043712364,0.00021228372,0.0002448051,0.0018690815],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0026835308,0.0003410527,0.0006749682,0.0003960236,0.0024439085,0.00008883778,0.0002276342,0.00044551704,0.000039514915],"category_scores_gemma":[0.00092018564,0.00029416135,0.000059331407,0.0007368466,0.00048692728,0.00058617967,0.00006968722,0.00038740897,0.000024352708],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010299296,0.00019471595,0.03511979,0.0015328089,0.000007355554,6.9575816e-7,0.32094207,2.4856114e-8,0.000013099156,0.0024997129,0.0025243415,0.6370624],"study_design_scores_gemma":[0.0026751026,0.0005688625,0.7107184,0.0015618328,0.0000843901,0.000006898011,0.017930044,0.00007295337,0.000024077546,0.0020682712,0.26334816,0.0009410277],"about_ca_topic_score_codex":0.005436611,"about_ca_topic_score_gemma":0.04916027,"teacher_disagreement_score":0.67559856,"about_ca_system_score_codex":0.0010537526,"about_ca_system_score_gemma":0.005018591,"threshold_uncertainty_score":0.99995106},"labels":[],"label_agreement":null},{"id":"W2535946540","doi":"10.5116/ijme.57f8.c1b4","title":"Development, improvement and funding of the emergency medicine cases open-access podcast","year":2016,"lang":"en","type":"article","venue":"International Journal of Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"North York General Hospital; University Health Network","funders":"","keywords":"Medicine; MEDLINE; Medical education; Family medicine; Data science; Computer science; Political science","score_opus":0.24252913767255826,"score_gpt":0.5614894313462483,"score_spread":0.31896029367369005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2535946540","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8004841,0.0003107557,0.00017956024,0.16558172,0.032031607,0.00027880006,0.0000011764498,0.0000031402512,0.0011291507],"genre_scores_gemma":[0.99402624,0.0018366999,0.00025439417,0.00046468445,0.0031286199,0.000038594233,9.35647e-7,0.0000055520068,0.00024425515],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973358,0.00013886292,0.000696284,0.00009249405,0.0016131483,0.00012339988],"domain_scores_gemma":[0.99721014,0.0006809953,0.0008741939,0.00007128865,0.0009190614,0.00024434456],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0024342092,0.000059360787,0.00012932002,0.00013280717,0.00015784144,0.00003660062,0.0015453945,0.000069077476,0.0023450824],"category_scores_gemma":[0.024039088,0.00003386965,0.000027906925,0.00019378327,0.00026156075,0.0005769838,0.0002153236,0.0001091601,0.0000016912402],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038182003,0.0002759695,0.111759074,0.000022605878,0.000059030608,0.000001156656,0.019315008,5.6822334e-8,0.0005004994,0.016737252,0.012864403,0.83842677],"study_design_scores_gemma":[0.0012445039,0.00012679664,0.33745697,0.0023007125,0.000040484338,0.00004622833,0.016768536,0.0000023195582,0.0008764372,0.007184443,0.6337894,0.0001631436],"about_ca_topic_score_codex":0.0032238003,"about_ca_topic_score_gemma":0.0012615321,"teacher_disagreement_score":0.83826363,"about_ca_system_score_codex":0.00038212683,"about_ca_system_score_gemma":0.0052260053,"threshold_uncertainty_score":0.9985669},"labels":[],"label_agreement":null},{"id":"W2548859505","doi":"10.1016/j.jmir.2016.09.001","title":"Twitter Journal Club in Medical Radiation Science","year":2016,"lang":"en","type":"review","venue":"Journal of medical imaging and radiation sciences","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Occupational Cancer Research Centre; Princess Margaret Cancer Centre; Foothills Medical Centre; BC Cancer Agency","funders":"","keywords":"Journal club; Club; Social media; Medical education; Psychology; World Wide Web; Computer science; Public relations; Political science; Medicine","score_opus":0.12381393849792553,"score_gpt":0.5235398563853532,"score_spread":0.3997259178874276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2548859505","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00036634202,0.93222594,0.00015834079,0.049921557,0.016545929,0.0002971298,8.412463e-7,0.000010300794,0.0004736097],"genre_scores_gemma":[0.0007495878,0.9893786,0.00014504373,0.00057492586,0.009107824,0.000016604248,4.377839e-7,0.00001087043,0.00001613487],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98818785,0.0014158629,0.0017127441,0.00033047423,0.0076802787,0.00067278964],"domain_scores_gemma":[0.98986655,0.006051904,0.0020362965,0.00010579441,0.00042029275,0.0015191765],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.045816176,0.00020472336,0.00089643005,0.0018246425,0.0012352252,0.00054970535,0.0016420295,0.0003856818,0.00046691272],"category_scores_gemma":[0.064184576,0.00012981179,0.00018137295,0.0022618421,0.0043166173,0.0014327582,0.00007770835,0.0013003919,0.000016934582],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000001261203,0.000029607523,0.0010467093,0.00015067287,0.000005785302,0.000031722546,0.00385504,9.4581104e-8,4.4007983e-8,0.0004977889,0.002516776,0.9918645],"study_design_scores_gemma":[0.00033563224,0.00003366833,0.0005827924,0.008944637,0.00003996887,0.00043086082,0.0024468964,0.000059223694,1.3098e-7,0.00063244096,0.98633045,0.00016328308],"about_ca_topic_score_codex":0.0001980854,"about_ca_topic_score_gemma":0.000033638684,"teacher_disagreement_score":0.9917012,"about_ca_system_score_codex":0.00093698245,"about_ca_system_score_gemma":0.029126382,"threshold_uncertainty_score":0.99839306},"labels":[],"label_agreement":null},{"id":"W2549985184","doi":"","title":"The Limitations of Video-Based Telemedicine Systems","year":2016,"lang":"en","type":"article","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Telemedicine; Observational study; Context (archaeology); Internet privacy; Psychology; Multimedia; Nursing; Health care; Medicine; Computer science; Political science","score_opus":0.2346355708116813,"score_gpt":0.414999338069747,"score_spread":0.1803637672580657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2549985184","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2967327,0.0014263393,0.0063636135,0.53692603,0.03026562,0.004495597,0.000008131887,0.00027276907,0.12350918],"genre_scores_gemma":[0.9976683,0.0003959094,0.0001434588,0.000108701446,0.0006458138,0.00031495854,3.6465352e-7,0.000003437876,0.00071901194],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991086,0.00020306944,0.00018680963,0.00005992289,0.00028703402,0.00015453104],"domain_scores_gemma":[0.98391175,0.015587101,0.00009518196,0.0001121911,0.00021958386,0.00007416251],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0010759877,0.000028634588,0.000060672282,0.000027308619,0.0003770047,0.000009802675,0.00012813213,0.0000372456,0.00003576146],"category_scores_gemma":[0.013980267,0.000014108456,0.000017830635,0.00021367954,0.00034549818,0.000048551658,0.0000034619084,0.000023521927,0.000032086136],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013674667,0.00005688421,0.04415097,0.00001938163,0.000011580249,1.4635812e-7,0.015892342,0.0000025539161,0.0004176758,0.58121747,0.01751689,0.34070045],"study_design_scores_gemma":[0.00023391243,0.000047384354,0.023778316,0.00005703852,0.00000824743,3.9026627e-8,0.016552968,0.00001669161,0.00015736201,0.0011108204,0.95798826,0.00004895053],"about_ca_topic_score_codex":0.005504677,"about_ca_topic_score_gemma":0.0040128087,"teacher_disagreement_score":0.94047135,"about_ca_system_score_codex":0.00009589829,"about_ca_system_score_gemma":0.0005466932,"threshold_uncertainty_score":0.9943254},"labels":[],"label_agreement":null},{"id":"W2554527327","doi":"10.2196/jmir.5994","title":"Knowledge Exchange and Discovery in the Age of Social Media: The Journey From Inception to Establishment of a Parent-Led Web-Based Research Advisory Community for Childhood Disability","year":2016,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; McMaster University","funders":"Children's Hospital Foundation; McMaster University","keywords":"Social media; World Wide Web; Gerontology; Psychology; Medicine; Computer science","score_opus":0.35883373108228367,"score_gpt":0.5321122253511378,"score_spread":0.1732784942688541,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2554527327","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92296094,0.00038501588,0.00010076893,0.074476,0.0007534479,0.0011389698,0.000031139407,0.0000024389183,0.00015129935],"genre_scores_gemma":[0.99734384,0.0005306191,0.00003930682,0.00008187087,0.0016992029,0.0002758053,0.000004534915,0.00000871565,0.000016106453],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.97936934,0.01516524,0.00086178584,0.00015593656,0.0039210226,0.000526676],"domain_scores_gemma":[0.92504144,0.07287992,0.00029568048,0.0002805094,0.0011880228,0.0003144089],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.078857295,0.000089518355,0.00036174466,0.0002908507,0.0004336382,0.000089455025,0.0017130993,0.00023851024,0.00029984303],"category_scores_gemma":[0.096723214,0.00004595591,0.00011161573,0.00081496185,0.0033763072,0.00023808407,0.00030707184,0.0017945425,0.0000020093548],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008769395,0.0028450487,0.065587476,0.00020621641,0.00004499169,0.0000040070763,0.7620084,1.2650281e-7,0.00029632865,0.0019425564,0.019994082,0.1461938],"study_design_scores_gemma":[0.0029445565,0.0010571068,0.7541387,0.0016006517,0.000020379757,0.0000010544289,0.20567037,0.000021312188,0.00020135114,0.010052158,0.02419008,0.000102294216],"about_ca_topic_score_codex":0.012363074,"about_ca_topic_score_gemma":0.06536993,"teacher_disagreement_score":0.68855125,"about_ca_system_score_codex":0.0007254383,"about_ca_system_score_gemma":0.002174323,"threshold_uncertainty_score":0.99933594},"labels":[],"label_agreement":null},{"id":"W2554930265","doi":"10.2196/diabetes.6256","title":"Use of Social Media in the Diabetes Community: An Exploratory Analysis of Diabetes-Related Tweets","year":2016,"lang":"en","type":"article","venue":"JMIR Diabetes","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Social media; Diabetes mellitus; Exploratory analysis; Disease; Online community; Exploratory research; Internet privacy; Medicine; Sociology; World Wide Web; Data science; Computer science; Internal medicine; Social science","score_opus":0.1445990947720819,"score_gpt":0.3797839480251884,"score_spread":0.23518485325310648,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2554930265","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.995989,0.0001250849,1.9766127e-7,0.0021241559,0.00070717337,0.0007878711,0.00007481713,0.00005406455,0.00013761148],"genre_scores_gemma":[0.9986818,0.00003286191,0.000027249049,0.00018888463,0.00022319809,0.00077170855,0.000047642745,0.000021548049,0.0000051526895],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.993,0.0046590115,0.0007358247,0.00022342692,0.0007362734,0.0006454784],"domain_scores_gemma":[0.9798214,0.018684076,0.00054610916,0.00050390745,0.00030178702,0.00014274161],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0041482793,0.00018217122,0.000656182,0.00062387984,0.00045498874,0.00004188428,0.0007717179,0.00029340017,0.00016767951],"category_scores_gemma":[0.006604575,0.0001318781,0.00020243066,0.003150396,0.0012145016,0.00073721114,0.00006496786,0.00032271602,0.000008876491],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000022391991,0.0003140841,0.76551276,0.000033635493,0.00014737093,6.825142e-8,0.22096169,0.0000010804248,0.0016927456,0.0007891654,0.00017370441,0.010371471],"study_design_scores_gemma":[0.00023890572,0.000072938965,0.97247505,0.00007831197,0.00024288903,1.2336191e-9,0.023195475,0.000021612937,0.0010050718,0.0014685809,0.0010222236,0.00017895951],"about_ca_topic_score_codex":0.00047794133,"about_ca_topic_score_gemma":0.007489862,"teacher_disagreement_score":0.20696227,"about_ca_system_score_codex":0.0001802413,"about_ca_system_score_gemma":0.0002749425,"threshold_uncertainty_score":0.790677},"labels":[],"label_agreement":null},{"id":"W2555545138","doi":"10.2196/jmir.5698","title":"The Use of Social Media in Recruitment for Medical Research Studies: A Scoping Review","year":2016,"lang":"en","type":"review","venue":"Journal of Medical Internet Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":531,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Social media; eHealth; Psychology; Data science; Internet privacy; World Wide Web; Health care; Computer science; Medicine; Political science","score_opus":0.9236268404192448,"score_gpt":0.7527068496186357,"score_spread":0.17091999080060916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2555545138","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000014051953,0.9336327,0.000009673955,0.053737186,0.0053011863,0.0072134724,0.0000068421164,0.0000052220344,0.00007971944],"genre_scores_gemma":[0.0000044348217,0.989246,0.000061706225,0.00010733388,0.006524194,0.0038279349,0.0000032163387,0.000041289743,0.00018388638],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.948257,0.025670258,0.0044675553,0.00045120282,0.01949558,0.0016583907],"domain_scores_gemma":[0.5353057,0.45238495,0.0022086366,0.0005239909,0.007948681,0.001628047],"candidate_categories":["metaresearch","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.21809217,0.00024910775,0.002708447,0.0010154349,0.00060258235,0.00012374182,0.003641085,0.0012247089,0.0009946616],"category_scores_gemma":[0.6867939,0.0001356369,0.0006631413,0.0020546454,0.004705498,0.00020500086,0.0006534216,0.0050624087,0.000036720656],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003512648,0.00011193786,0.0000027070462,0.043172855,0.00012721446,0.000035504967,0.011046557,9.1077174e-10,5.2132467e-9,0.002906323,0.09739429,0.84516746],"study_design_scores_gemma":[0.000191664,0.00011418884,8.562003e-7,0.41717526,0.000032079457,0.000007186355,0.0018320837,4.5736704e-7,7.836646e-8,0.00033592072,0.5802474,0.00006284597],"about_ca_topic_score_codex":0.0007612886,"about_ca_topic_score_gemma":0.011449345,"teacher_disagreement_score":0.84510463,"about_ca_system_score_codex":0.0032072852,"about_ca_system_score_gemma":0.03638668,"threshold_uncertainty_score":0.9999186},"labels":[{"model":"gemma","categories":["metaresearch"],"domain":"methods","study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"},{"model":"gpt","categories":["metaresearch"],"domain":"methods","study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W2556238402","doi":"10.1016/j.wneu.2016.11.085","title":"The Use of Social Media Communications in Brain Aneurysms and Subarachnoid Hemorrhage: A Mixed-Method Analysis","year":2016,"lang":"en","type":"article","venue":"World Neurosurgery","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":48,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"","keywords":"Social media; Medicine; Thematic analysis; Descriptive statistics; Social support; Content analysis; Qualitative research; Psychology; Social psychology; World Wide Web","score_opus":0.14037709007310697,"score_gpt":0.39018419626215345,"score_spread":0.24980710618904647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2556238402","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8710994,0.00021877176,0.000081770486,0.12590638,0.0019499379,0.0004523202,0.000025692647,0.000054402037,0.00021133362],"genre_scores_gemma":[0.99790406,0.00018179904,0.0007392274,0.00048751495,0.00020416906,0.0001893605,0.0000041975163,0.000013209327,0.00027645798],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963552,0.0022462416,0.0004825231,0.00022333165,0.00034615357,0.00034659498],"domain_scores_gemma":[0.94096184,0.058129247,0.0002821048,0.00042480815,0.00009464249,0.00010733772],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0025264507,0.00009611277,0.00026970846,0.00044784232,0.0007046909,0.0000662577,0.0003501901,0.00007406385,0.000027210997],"category_scores_gemma":[0.020203784,0.000072632254,0.0001005769,0.0029088787,0.00089741295,0.0002194133,0.00009224016,0.00017951452,0.0000035490773],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046226585,0.00015277672,0.61668015,0.00002862556,0.00002249896,0.000006517483,0.022664502,0.0000017508739,0.0008983735,0.019654367,0.0030079843,0.33683622],"study_design_scores_gemma":[0.00015918512,0.0000050259237,0.9109404,0.000008171437,0.00007781784,7.338736e-7,0.0010310148,0.00008999347,0.00010367822,0.000701198,0.086735316,0.00014745467],"about_ca_topic_score_codex":0.0014526673,"about_ca_topic_score_gemma":0.050440364,"teacher_disagreement_score":0.3366888,"about_ca_system_score_codex":0.00009056797,"about_ca_system_score_gemma":0.00022095733,"threshold_uncertainty_score":0.98804945},"labels":[],"label_agreement":null},{"id":"W2557762335","doi":"10.1177/084456211504700301","title":"Article Commentary: Do as we say or do as we Do? Examining the Hidden Curriculum in Nursing Education","year":2015,"lang":"en","type":"editorial","venue":"Canadian Journal of Nursing Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Curriculum; Psychology; Nursing; Medicine; Medical education; Pedagogy","score_opus":0.2043892394924585,"score_gpt":0.5375812653936055,"score_spread":0.33319202590114705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2557762335","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06704166,0.012405538,4.740369e-7,0.15885477,0.7505537,0.001285261,0.000013516729,0.000010227158,0.009834821],"genre_scores_gemma":[0.14286532,0.0024078481,0.00020987619,0.00021481652,0.8534842,0.0001478037,0.000023319888,0.000091572045,0.0005552179],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9902676,0.0037597665,0.00082091853,0.00038143666,0.0032546797,0.0015156349],"domain_scores_gemma":[0.98586094,0.007905799,0.00057792565,0.00041884184,0.002872598,0.0023639172],"candidate_categories":["metaresearch","sts","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0135851875,0.00024196171,0.00046637942,0.0014507547,0.001868171,0.0010888489,0.0014059416,0.0007588833,0.00041566638],"category_scores_gemma":[0.039507456,0.00020763937,0.00008427564,0.0022580079,0.0015445357,0.0005135154,0.000019968458,0.0038646564,0.00007775966],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0000351095,0.000110763525,0.00086749904,0.00001800117,0.0000071429645,0.000023089397,0.16357954,7.206707e-7,0.0000011555333,0.00029773434,0.60693425,0.22812498],"study_design_scores_gemma":[0.00030399373,0.00029715608,0.00036726732,0.010101075,0.000033270986,0.000016733842,0.32608515,0.0000017111942,0.000002297152,0.022323983,0.64028186,0.00018548752],"about_ca_topic_score_codex":0.17386445,"about_ca_topic_score_gemma":0.07358894,"teacher_disagreement_score":0.22793949,"about_ca_system_score_codex":0.022826593,"about_ca_system_score_gemma":0.08685484,"threshold_uncertainty_score":0.99994814},"labels":[],"label_agreement":null},{"id":"W2557928837","doi":"10.1057/s41271-016-0042-z","title":"Social media, knowledge translation, and action on the social determinants of health and health equity: A survey of public health practices","year":2016,"lang":"en","type":"article","venue":"Journal of Public Health Policy","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre de Santé et de Services Sociaux Cavendish","funders":"","keywords":"Public health; Health equity; Social media; Social determinants of health; Health policy; Public relations; Health promotion; International health; Knowledge translation; Health belief model; Political science; Environmental health; Sociology; Medicine; Nursing; Knowledge management","score_opus":0.8355791155169064,"score_gpt":0.6395647582331067,"score_spread":0.1960143572837998,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2557928837","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29798654,0.0034863048,0.00013028922,0.6959594,0.001265981,0.0009743517,0.000060881113,0.000017757822,0.00011853453],"genre_scores_gemma":[0.98054194,0.011889574,0.00012275597,0.00438484,0.002976765,0.000038193284,0.0000058431615,0.000029326522,0.000010749426],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.97764444,0.01611689,0.0029036298,0.00033394538,0.0014723296,0.0015287587],"domain_scores_gemma":[0.9734305,0.011370007,0.011941687,0.00019324754,0.001394235,0.0016703381],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.07308882,0.00022742937,0.0011679977,0.0008339392,0.0023033102,0.00011352997,0.00043039367,0.00023346458,0.000027042955],"category_scores_gemma":[0.040288944,0.00016420639,0.000109354594,0.0016191044,0.00092535437,0.0009966894,0.00006274069,0.00051343895,0.0000018161364],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022536566,0.00022926564,0.023695076,0.00042705677,0.000023279075,7.8004895e-8,0.24128048,7.3226563e-9,0.0000011718836,0.0068894676,0.003449097,0.7239825],"study_design_scores_gemma":[0.0014155463,0.0013715058,0.88478446,0.00035550958,0.000006748992,0.000010116749,0.045493513,0.0000052519467,0.0000019864221,0.0017218788,0.06464692,0.0001865449],"about_ca_topic_score_codex":0.07065047,"about_ca_topic_score_gemma":0.08043838,"teacher_disagreement_score":0.8610894,"about_ca_system_score_codex":0.0026009504,"about_ca_system_score_gemma":0.06796206,"threshold_uncertainty_score":0.99899554},"labels":[],"label_agreement":null},{"id":"W2558010568","doi":"10.1002/aet2.10013","title":"Leveraging a Virtual Community of Practice to Participate in a Survey‐based Study: A Description of the METRIQ Study Methodology","year":2016,"lang":"en","type":"article","venue":"AEM Education and Training","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; McMaster University; Queen's University; University of Saskatchewan","funders":"Royal College of Physicians","keywords":"Infographic; Medical education; Social media; Online community; Psychology; Computer-assisted web interviewing; Medicine; Family medicine; Computer science; World Wide Web","score_opus":0.7068741522052928,"score_gpt":0.5514631223580388,"score_spread":0.15541102984725397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2558010568","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9932592,0.000019215333,0.00029059162,0.0036607622,0.0012922216,0.0013577011,0.0000013598739,0.000008516968,0.00011045239],"genre_scores_gemma":[0.99844897,0.000002884538,0.00090721465,0.00020727146,0.00005016556,0.00036568943,5.254421e-7,0.000005468882,0.000011827291],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9873191,0.011814403,0.00034527757,0.00012045332,0.00023796083,0.0001627927],"domain_scores_gemma":[0.9848581,0.014347723,0.0002570216,0.00017881302,0.0002832232,0.00007509432],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.015091455,0.000057930076,0.00018372426,0.00017185962,0.0002713413,0.000012860396,0.00015455051,0.000038473194,0.000011010164],"category_scores_gemma":[0.051088624,0.000044006392,0.00001622158,0.00090666354,0.0001095589,0.00015776898,0.000027133347,0.00013337166,6.567694e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025478716,0.0007461177,0.45759034,0.0000032008757,0.000006385777,2.1984995e-8,0.48053157,0.0000020377863,0.0000678553,0.0001450633,0.0000032865898,0.06087863],"study_design_scores_gemma":[0.00024695427,0.00015521946,0.60436225,0.000028233811,0.000014964662,6.2864906e-8,0.39497045,0.0000014787678,0.000023869432,0.000092740316,0.00007545568,0.000028308485],"about_ca_topic_score_codex":0.08108743,"about_ca_topic_score_gemma":0.04225554,"teacher_disagreement_score":0.14677192,"about_ca_system_score_codex":0.00013467438,"about_ca_system_score_gemma":0.0011934964,"threshold_uncertainty_score":0.9752208},"labels":[],"label_agreement":null},{"id":"W2559070721","doi":"10.3928/01484834-20161114-04","title":"To Blog or Not to Blog: What Do Nursing Faculty Think?","year":2016,"lang":"en","type":"article","venue":"Journal of Nursing Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nurse educator; Curriculum; Social media; Socialization; Psychology; Medical education; Nurse education; Nursing; Pedagogy; Medicine; Computer science; Social psychology","score_opus":0.21293553992526174,"score_gpt":0.5314403697668663,"score_spread":0.31850482984160455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2559070721","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72520834,0.0002428527,0.00024144589,0.23278895,0.03956115,0.00061023986,0.0000015879523,0.00002513105,0.0013202918],"genre_scores_gemma":[0.974936,0.00040241677,0.010951291,0.0022461438,0.010308851,0.000046105433,0.0000018354048,0.00002973362,0.0010776027],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.997747,0.0003199145,0.00053663965,0.00020307623,0.0007658537,0.00042748416],"domain_scores_gemma":[0.99681634,0.0009569534,0.00046973405,0.00017918005,0.0009086721,0.00066911534],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014827522,0.00012643484,0.00023475513,0.0003785094,0.000510824,0.00026335754,0.00034966797,0.00015498839,0.00021209732],"category_scores_gemma":[0.004892506,0.0000929987,0.00007731208,0.0007164821,0.00015278718,0.0010028569,0.000006727115,0.00018434858,0.00013590128],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000121830526,0.00042995776,0.00050873024,0.000005536814,0.0000059768167,4.5824214e-7,0.26487347,9.673388e-7,0.00078689365,0.0012923741,0.027875781,0.70409805],"study_design_scores_gemma":[0.0007135932,0.00091429235,0.07648758,0.01758338,0.00016769547,0.0000733141,0.7365255,0.000001382552,0.0025582744,0.018089676,0.14627808,0.0006072777],"about_ca_topic_score_codex":0.00016242442,"about_ca_topic_score_gemma":0.000053234096,"teacher_disagreement_score":0.70349073,"about_ca_system_score_codex":0.003175297,"about_ca_system_score_gemma":0.003723882,"threshold_uncertainty_score":0.8303291},"labels":[],"label_agreement":null},{"id":"W2561318316","doi":"","title":"A Prototype Web Platform to Facilitate Public Engagement with Medical Evidence about Rheumatoid Arthtritis Medications","year":2016,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Waterloo","keywords":"Public engagement; Web application; World Wide Web; Data science; Medicine; Real world evidence; Computer science; Information retrieval; Political science; Internal medicine; Public relations","score_opus":0.10208098384720707,"score_gpt":0.32132514376303917,"score_spread":0.2192441599158321,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2561318316","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.933176,0.0003400024,0.00005213378,0.057503123,0.0018461401,0.004619802,0.000056235505,0.00015956098,0.0022470243],"genre_scores_gemma":[0.6861942,0.025798798,0.006216927,0.00033391218,0.001076014,0.0010211681,0.0007789436,0.00013574582,0.27844432],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9963874,0.0003576606,0.00027224375,0.0005028159,0.0018759593,0.0006039133],"domain_scores_gemma":[0.99624074,0.0013673712,0.0003885118,0.000368909,0.00079882564,0.00083565747],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018108914,0.00022763784,0.00042586096,0.00045289707,0.0012180009,0.000048044953,0.00089951156,0.0004832259,0.0026449682],"category_scores_gemma":[0.0039500827,0.00022500691,0.00009396398,0.00071637187,0.0004666361,0.0006318747,0.000059928356,0.00042681198,0.00035957183],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025721718,0.00013484553,0.0044164294,0.00042379982,0.00011409306,0.000014045207,0.9222078,2.0246277e-7,0.00005424093,0.0023119217,0.003571352,0.066494085],"study_design_scores_gemma":[0.0012744343,0.00066986005,0.027224282,0.008877572,0.00012336744,0.0000020321083,0.79235,0.0000074156073,0.00007823378,0.00038121952,0.16820247,0.0008091098],"about_ca_topic_score_codex":0.1335379,"about_ca_topic_score_gemma":0.5938121,"teacher_disagreement_score":0.46027422,"about_ca_system_score_codex":0.0006032993,"about_ca_system_score_gemma":0.0052843383,"threshold_uncertainty_score":0.99826676},"labels":[],"label_agreement":null},{"id":"W2561854801","doi":"10.1016/j.cardfail.2016.12.005","title":"The Impact and Implications of Twitter for Cardiovascular Medicine","year":2016,"lang":"en","type":"letter","venue":"Journal of Cardiac Failure","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian VIGOUR Centre; University of Calgary; University of Alberta","funders":"","keywords":"Medicine; Social media; eHealth; Public health; Health care; Internet privacy; Public relations; Nursing; World Wide Web; Economic growth","score_opus":0.059041010906646166,"score_gpt":0.3911963901982278,"score_spread":0.3321553792915816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2561854801","genre_codex":"commentary","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00081273774,0.023219146,0.00011217599,0.96909505,0.005247863,0.0010615045,0.000045454344,0.000005486791,0.0004005679],"genre_scores_gemma":[0.04155466,0.07864515,0.0030801056,0.15755486,0.7149886,0.002143753,0.000082601924,0.00037151302,0.001578776],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.997572,0.00056974636,0.000608137,0.00013609132,0.0007518469,0.00036214446],"domain_scores_gemma":[0.9909837,0.0063196234,0.0009403714,0.0003295776,0.0012887688,0.00013791712],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036046717,0.00015409662,0.00075804064,0.00013870964,0.00041659462,0.00003543472,0.00035621,0.000494633,0.000018303599],"category_scores_gemma":[0.0039794464,0.000082742685,0.0011373428,0.00018393139,0.00063491886,0.000118553544,0.00001695505,0.0006320302,0.0000012341585],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000073814517,0.0000019274557,0.0011700366,0.000052697204,0.00069158216,5.481846e-7,0.0035513006,2.1444536e-7,0.000012432398,0.000098251345,0.96899873,0.025414906],"study_design_scores_gemma":[0.00017309478,0.00008680692,0.0044941884,0.00016990323,0.00046034844,0.0000054832667,0.0010387773,3.023268e-8,0.0000034748657,0.0035133047,0.98996997,0.000084598876],"about_ca_topic_score_codex":0.00049305975,"about_ca_topic_score_gemma":0.000020359386,"teacher_disagreement_score":0.8115402,"about_ca_system_score_codex":0.00030316933,"about_ca_system_score_gemma":0.0011013141,"threshold_uncertainty_score":0.47640562},"labels":[],"label_agreement":null},{"id":"W2562256892","doi":"","title":"Use of a Comprehensive Internet-Based STI/HIV Testing Service in Vancouver, British Columbia and Uptake By Promotion Strategy","year":2016,"lang":"en","type":"article","venue":"2016 National STD Prevention Conference","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"The Internet; Promotion (chess); Service (business); Human immunodeficiency virus (HIV); Business; Public relations; Internet privacy; Virology; Political science; Medicine; World Wide Web; Computer science; Marketing; Law","score_opus":0.2148947688459637,"score_gpt":0.3704143904839788,"score_spread":0.15551962163801508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2562256892","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99430686,0.00006771429,0.0019368444,0.0012576288,0.0006574312,0.0011197554,0.00011939173,0.00004142702,0.0004929234],"genre_scores_gemma":[0.9967833,0.000053420197,0.0013692977,0.000069017784,0.00008370057,0.00023756313,0.000030384934,0.000007766377,0.0013655194],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99831843,0.00035820747,0.00038726363,0.00025198035,0.00048966677,0.00019446002],"domain_scores_gemma":[0.99636614,0.0017145084,0.000312337,0.00005927215,0.0014541356,0.00009358556],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005388043,0.00007152157,0.00014629305,0.000057374382,0.00012936872,0.00013572385,0.000118389806,0.000115332296,0.0005271466],"category_scores_gemma":[0.002369313,0.00009329385,0.000020664587,0.0003451222,0.00016138118,0.0005392261,0.000021997372,0.000081538376,0.000007791372],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056893135,0.0009206323,0.30694532,0.00030768587,0.000035010395,0.0000020059153,0.00256674,0.000025155829,0.0036216555,0.0064704404,0.029010339,0.6500381],"study_design_scores_gemma":[0.0012315568,0.00016234138,0.9702332,0.0016602963,0.000013251928,8.3564385e-7,0.0006031142,0.0012287283,0.00007546864,0.012145619,0.012388109,0.00025746357],"about_ca_topic_score_codex":0.106461525,"about_ca_topic_score_gemma":0.40130207,"teacher_disagreement_score":0.6632879,"about_ca_system_score_codex":0.00024669277,"about_ca_system_score_gemma":0.0013475817,"threshold_uncertainty_score":0.8994886},"labels":[],"label_agreement":null},{"id":"W2564471285","doi":"","title":"A Reflection of Reality? The Consumption and Reproduction of Obesity Discourses by The Biggest Loser’s Viewers Through Facebook","year":2016,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University; University of Toronto","funders":"","keywords":"Consumption (sociology); Social media; Premise; Media consumption; Advertising; Action (physics); Obesity; Resistance (ecology); Reality television; Sociology; Mass media; Media studies; Psychology; Social psychology; Political science; Medicine; Social science; Business; Law","score_opus":0.16574311271478162,"score_gpt":0.42400035944101744,"score_spread":0.25825724672623585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2564471285","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.910242,0.0012540546,0.00015147658,0.08072612,0.004775028,0.0020562173,0.000057341622,0.00006566893,0.00067206274],"genre_scores_gemma":[0.9887648,0.008633993,0.0000726551,0.00017228987,0.0018755494,0.00037135123,0.0000076034103,0.000014172549,0.000087548266],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9974662,0.00089383894,0.00039872393,0.00030897558,0.0006390955,0.00029316003],"domain_scores_gemma":[0.9957605,0.0030702946,0.0005567777,0.0002502065,0.00030063657,0.00006156137],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0028594192,0.00012285526,0.0002481411,0.000013722376,0.0012147287,0.00001972249,0.00021417334,0.00023401495,0.000052681506],"category_scores_gemma":[0.0043128435,0.00007331395,0.00015003007,0.00035247108,0.0033643171,0.0003528462,0.000039618844,0.00019490896,0.00000510079],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039258026,0.00014019464,0.01065116,0.00012750157,0.000074037955,3.894516e-8,0.8774994,1.16239676e-7,0.004375748,0.017495746,0.034988116,0.054608706],"study_design_scores_gemma":[0.0014582148,0.00015351918,0.11122023,0.00032234867,0.0004307957,0.0000019381348,0.58768964,0.0000027406059,0.013734661,0.04084025,0.24356693,0.0005787405],"about_ca_topic_score_codex":0.0031486223,"about_ca_topic_score_gemma":0.005660673,"teacher_disagreement_score":0.28980976,"about_ca_system_score_codex":0.00033250666,"about_ca_system_score_gemma":0.00037729274,"threshold_uncertainty_score":0.9993479},"labels":[],"label_agreement":null},{"id":"W2564660777","doi":"10.1016/j.jsurg.2016.11.009","title":"New Media for Educating Urology Residents: An Interview Study in Canada and Germany","year":2016,"lang":"en","type":"article","venue":"Journal of surgical education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Interquartile range; Medicine; German; Urology; Social media; Computer-assisted web interviewing; Family medicine; Internal medicine; Political science; Geography","score_opus":0.09901478417306468,"score_gpt":0.4340994786991621,"score_spread":0.3350846945260974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2564660777","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9653149,0.0007488804,0.000021123813,0.025703095,0.007606722,0.000512797,5.325412e-7,0.0000029050334,0.00008903656],"genre_scores_gemma":[0.9959809,0.00045786274,0.0003872843,0.00018609685,0.0028761553,0.00006417207,5.615801e-7,0.0000073172796,0.000039606402],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998243,0.0005783463,0.00054503925,0.000121595214,0.0002985082,0.00021354092],"domain_scores_gemma":[0.99566185,0.003198057,0.00039794258,0.00007650371,0.00029566427,0.00036995814],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021032125,0.00006512152,0.00019918168,0.00013098241,0.00010332892,0.000018494648,0.00017167623,0.00005419489,0.00012574276],"category_scores_gemma":[0.0037326128,0.00005008873,0.000023789196,0.00019635311,0.000040457715,0.00036499675,0.00001046853,0.000118000884,9.873395e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004150214,0.00023117552,0.5213799,0.0000121760595,0.000005925263,0.0000020280334,0.03799842,1.970997e-7,0.0000035217963,0.00066466356,0.0013812341,0.43827927],"study_design_scores_gemma":[0.0006367246,0.00015697627,0.93471897,0.000101703765,0.000018878265,0.000011117364,0.039446335,6.360552e-7,0.0000022185357,0.0026331106,0.02219459,0.00007876389],"about_ca_topic_score_codex":0.8243311,"about_ca_topic_score_gemma":0.94791585,"teacher_disagreement_score":0.4382005,"about_ca_system_score_codex":0.0010384546,"about_ca_system_score_gemma":0.0175542,"threshold_uncertainty_score":0.98801535},"labels":[],"label_agreement":null},{"id":"W2565384628","doi":"10.4300/jgme-d-16-00203.1","title":"Perceptions of Unprofessional Social Media Behavior Among Emergency Medicine Physicians","year":2016,"lang":"en","type":"article","venue":"Journal of Graduate Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Social media; Perception; MEDLINE; Medical education; Medicine; Family medicine; Medical emergency; Psychology; World Wide Web; Computer science; Political science","score_opus":0.14571739254362445,"score_gpt":0.4784919104157004,"score_spread":0.3327745178720759,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2565384628","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8943746,0.00012051793,0.00012123033,0.07617865,0.028167019,0.0002927935,0.00000360252,0.000014146169,0.00072745123],"genre_scores_gemma":[0.9848676,0.0012886677,0.00015223815,0.00012496144,0.013175157,0.00010417943,0.0000067547353,0.000015890046,0.00026459713],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99551415,0.0006298624,0.0011364509,0.00013984481,0.0022797212,0.00029996567],"domain_scores_gemma":[0.9951993,0.0013715571,0.0012820784,0.000107907894,0.0015542788,0.00048488213],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0025692438,0.00011841291,0.00035617396,0.00026673757,0.00040439647,0.0000041166336,0.00040292286,0.00022758322,0.005132098],"category_scores_gemma":[0.025143266,0.000081860635,0.0001531992,0.0006004278,0.0011646993,0.00036857012,0.000019781035,0.00035801227,0.000016103091],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034660727,0.0014138999,0.20149009,0.000050331,0.000031433836,0.0000015005194,0.16516443,3.695463e-8,0.0008677577,0.0060697417,0.08055967,0.5443165],"study_design_scores_gemma":[0.0004454269,0.00009074859,0.9376265,0.0006220554,0.00011832521,0.0000029287737,0.04942055,6.8642123e-7,0.00003546368,0.0048407335,0.0066763638,0.00012021982],"about_ca_topic_score_codex":0.00087810884,"about_ca_topic_score_gemma":0.0009071879,"teacher_disagreement_score":0.7361364,"about_ca_system_score_codex":0.00037314263,"about_ca_system_score_gemma":0.0044312645,"threshold_uncertainty_score":0.99577737},"labels":[],"label_agreement":null},{"id":"W2570962458","doi":"10.2196/mededu.6304","title":"Social Media in Health Science Education: An International Survey","year":2017,"lang":"en","type":"article","venue":"JMIR Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Social media; Medical education; Psychology; Asset (computer security); Health education; Multidisciplinary approach; Public relations; Medicine; Political science; Sociology; Social science; Public health; Nursing","score_opus":0.17603289129751018,"score_gpt":0.5683785133561159,"score_spread":0.3923456220586057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2570962458","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83929515,0.00008172107,0.0000034750728,0.107984304,0.03773285,0.0010644959,0.0000035346743,0.00006196119,0.013772524],"genre_scores_gemma":[0.9886148,0.00021476467,0.00026325273,0.0017132537,0.008070722,0.00086055015,0.00010064182,0.0000140491775,0.00014797186],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99604404,0.0004695987,0.0005112205,0.0004594136,0.0019767235,0.00053897564],"domain_scores_gemma":[0.9968005,0.0005281509,0.0005097299,0.00045208132,0.00070124463,0.0010083301],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.008028379,0.00011769496,0.0001969,0.00035011044,0.0025633462,0.00039528706,0.0018426953,0.0002207326,0.0008643662],"category_scores_gemma":[0.047461078,0.00013455677,0.000030146119,0.0005822432,0.0017207171,0.0016041617,0.00008045588,0.00039217036,0.00006359353],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011680397,0.0009846038,0.3814871,0.000018134308,0.0000014413746,1.7606828e-7,0.07897528,3.3858097e-8,9.643238e-7,0.05014246,0.004099438,0.4842787],"study_design_scores_gemma":[0.00015906221,0.000013300838,0.9203934,0.00008798217,8.9333815e-7,7.108159e-7,0.009557251,0.000013394809,0.0000014415168,0.002204176,0.06745008,0.00011833002],"about_ca_topic_score_codex":0.043987025,"about_ca_topic_score_gemma":0.08511387,"teacher_disagreement_score":0.5389063,"about_ca_system_score_codex":0.0016953606,"about_ca_system_score_gemma":0.08922783,"threshold_uncertainty_score":0.9987352},"labels":[],"label_agreement":null},{"id":"W2574511368","doi":"10.1080/17538068.2016.1274846","title":"The personal use of Facebook by public health professionals in Canada: Implications for public health practice","year":2017,"lang":"en","type":"article","venue":"Journal of Communications In Healthcare","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo; University of Calgary; University of Guelph","funders":"Canadian Institutes of Health Research; University of Calgary","keywords":"Credibility; Public health; Popularity; Social media; Public relations; Psychology; Computer-assisted web interviewing; Personally identifiable information; Medicine; Social psychology; Nursing; Business; Political science","score_opus":0.6019853583966077,"score_gpt":0.5647078709989781,"score_spread":0.037277487397629594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2574511368","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015924089,0.007741619,0.00006882685,0.9718791,0.001134762,0.0030299507,0.000115939394,0.0000055535397,0.000100136735],"genre_scores_gemma":[0.97064155,0.017588755,0.004160596,0.006183462,0.00016066455,0.0011883735,0.000026515983,0.000017929186,0.000032141386],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9925638,0.0041287253,0.0017562844,0.00015579663,0.00064250693,0.0007528785],"domain_scores_gemma":[0.9751,0.016492775,0.0044437274,0.0012003041,0.0021895224,0.0005737153],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.013311724,0.00011310202,0.00042783728,0.00021039431,0.0043965927,0.00018428585,0.0021331687,0.00010860736,0.0000048168736],"category_scores_gemma":[0.040461544,0.000101999845,0.00007289082,0.00043457883,0.0004779287,0.0011424144,0.00013985022,0.00086236163,4.7600204e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000044352517,0.0007424662,0.41407102,0.00021100888,0.000038470458,2.2184238e-7,0.084157765,0.0000013792163,0.0000018822033,0.10766148,0.03754944,0.3555205],"study_design_scores_gemma":[0.0003377496,0.000085660206,0.2475013,0.00019777312,0.000002462134,0.0000031430943,0.04584163,0.000031592866,3.6229085e-7,0.00082719367,0.7050911,0.00008001016],"about_ca_topic_score_codex":0.89011705,"about_ca_topic_score_gemma":0.9821682,"teacher_disagreement_score":0.9656957,"about_ca_system_score_codex":0.0066151707,"about_ca_system_score_gemma":0.088400215,"threshold_uncertainty_score":0.9971983},"labels":[],"label_agreement":null},{"id":"W2575642565","doi":"10.1016/j.annemergmed.2016.11.010","title":"Accelerating Knowledge Translation: Reflections From the Online ALiEM-Annals Global Emergency Medicine Journal Club Experience","year":2017,"lang":"en","type":"editorial","venue":"Annals of Emergency Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":43,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Knowledge translation; Journal club; Scopus; Medicine; Health care; Medical education; MEDLINE; Library science; Political science; Knowledge management; Computer science","score_opus":0.7147520485934367,"score_gpt":0.6256809457250663,"score_spread":0.08907110286837039,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2575642565","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0019144195,0.048375286,0.00007615885,0.06884437,0.8461535,0.0011192102,0.00028641042,0.00007372331,0.03315694],"genre_scores_gemma":[0.0016522345,0.1643706,0.00010193707,0.00010877082,0.8306328,0.00024428344,0.0004986323,0.00005564648,0.0023351114],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9895751,0.0016982033,0.003455891,0.0008204902,0.0033235978,0.001126729],"domain_scores_gemma":[0.9823381,0.0057062465,0.0039951005,0.0011695924,0.005949704,0.0008412771],"candidate_categories":["metaresearch","metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0062474716,0.0006645486,0.001373884,0.00021456642,0.0040654824,0.00003052592,0.0026334014,0.0011993181,0.02158944],"category_scores_gemma":[0.1004604,0.00049645436,0.0004529986,0.0014767464,0.0014963993,0.0006396877,0.00009934244,0.0018229211,0.000030510626],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049780825,0.00016378178,0.001180548,0.00007695904,0.00016137947,0.000001158821,0.11036961,0.000001068377,0.000022018565,0.00020927543,0.877495,0.0102694575],"study_design_scores_gemma":[0.00040077802,0.00038116737,0.0027210957,0.0011585882,0.00023484824,5.4101065e-7,0.020301117,0.0000061491237,0.000005692797,0.005336096,0.9690599,0.0003940497],"about_ca_topic_score_codex":0.04884745,"about_ca_topic_score_gemma":0.06739828,"teacher_disagreement_score":0.1159953,"about_ca_system_score_codex":0.00019900245,"about_ca_system_score_gemma":0.0030001763,"threshold_uncertainty_score":0.9997487},"labels":[],"label_agreement":null},{"id":"W2577802595","doi":"10.5195/jmla.2017.123","title":"116th Annual Meeting Medical Library Association, Inc. Toronto, ON, Canada May 13-18, 2016","year":2017,"lang":"en","type":"article","venue":"Journal of the Medical Library Association JMLA","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medical library; Library science; Association (psychology); Gerontology; Medicine; Computer science; Psychology","score_opus":0.02073544315129581,"score_gpt":0.32565851820655417,"score_spread":0.30492307505525834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2577802595","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.121081635,0.00076600054,0.0000034398822,0.73693615,0.04542345,0.0006259149,0.000106698666,0.000095745396,0.09496099],"genre_scores_gemma":[0.8677674,0.004783242,0.00033247832,0.034390356,0.051104978,0.00008511171,0.0000390726,0.00012690903,0.041370455],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9870732,0.0025705944,0.0013553335,0.00025624473,0.007962115,0.000782551],"domain_scores_gemma":[0.98288643,0.009870361,0.004848839,0.00043190058,0.0004534956,0.0015089961],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008156898,0.00022824883,0.0005664391,0.00007038988,0.0023592967,0.0004816381,0.0027421121,0.00087870576,0.008603614],"category_scores_gemma":[0.14196724,0.00017383402,0.00024131573,0.0002674406,0.00020636535,0.0034667414,0.00034410923,0.001459894,0.00003594176],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026747923,0.00009507847,0.35320702,0.000011036603,0.00008810498,0.000018367047,0.0023319777,0.0000010634307,2.4353812e-7,0.001335941,0.63633966,0.0065447465],"study_design_scores_gemma":[0.0007098541,0.000052865824,0.23407885,0.00038717716,0.0000445663,0.000003403489,0.0019987747,0.000020172643,0.000024278372,0.0009862249,0.7615076,0.00018627195],"about_ca_topic_score_codex":0.14158769,"about_ca_topic_score_gemma":0.14831145,"teacher_disagreement_score":0.74668574,"about_ca_system_score_codex":0.0033427505,"about_ca_system_score_gemma":0.024788504,"threshold_uncertainty_score":0.9989395},"labels":[],"label_agreement":null},{"id":"W2578246345","doi":"10.1038/modpathol.2016.223","title":"#InSituPathologists: how the #USCAP2015 meeting went viral on Twitter and founded the social media movement for the United States and Canadian Academy of Pathology","year":2017,"lang":"en","type":"editorial","venue":"Modern Pathology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":50,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social media; Library science; Medicine; World Wide Web; Computer science","score_opus":0.13005372930838635,"score_gpt":0.3993189159795301,"score_spread":0.26926518667114374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2578246345","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22346528,0.001999325,0.00010249991,0.21969087,0.54895747,0.0047617108,0.00070189347,0.00005371093,0.00026720206],"genre_scores_gemma":[0.40400434,0.007533702,0.00014277411,0.007087751,0.5758811,0.004491817,0.00046884257,0.00013203413,0.0002576219],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99536353,0.0019690488,0.00045237105,0.0006253147,0.0006735549,0.000916206],"domain_scores_gemma":[0.9797142,0.018463472,0.0009155918,0.000395242,0.00033178,0.00017972187],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.005924147,0.00035830296,0.00058641535,0.00019042288,0.003930064,0.00019825956,0.001026977,0.0016158114,0.000005888578],"category_scores_gemma":[0.0155791,0.0002143437,0.00010560498,0.00012022459,0.0038585581,0.00007652376,0.00018037096,0.001389676,0.0000016888786],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001584594,0.000051919298,0.00085242715,0.000113163434,0.000096409254,0.000025368558,0.38694164,0.000010854689,0.00003712218,0.0046479194,0.5874854,0.019579353],"study_design_scores_gemma":[0.0009268296,0.00023831757,0.010430512,0.00007383302,0.0002919391,0.0000048291854,0.029839309,0.0001796527,0.000012215907,0.0379152,0.9196528,0.00043454205],"about_ca_topic_score_codex":0.0459418,"about_ca_topic_score_gemma":0.21009913,"teacher_disagreement_score":0.35710233,"about_ca_system_score_codex":0.0004414019,"about_ca_system_score_gemma":0.0010951068,"threshold_uncertainty_score":0.9996803},"labels":[],"label_agreement":null},{"id":"W2578400378","doi":"10.1177/104345420101800226","title":"Patient Education Online: From Dream to Reality","year":2001,"lang":"en","type":"article","venue":"Journal of Pediatric Oncology Nursing","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Children's Hospital","funders":"","keywords":"Dream; Psychology; Medical education; Medicine; Psychotherapist","score_opus":0.09822277657371092,"score_gpt":0.4819011320173716,"score_spread":0.3836783554436607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2578400378","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92412317,0.00087328674,0.0001440558,0.044205673,0.026526095,0.00039527312,0.0000036506817,0.000017330674,0.0037114853],"genre_scores_gemma":[0.9493337,0.0017431487,0.009727978,0.0011537118,0.037960965,0.000024830306,0.000007306571,0.0000140870825,0.000034262528],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978573,0.0006053646,0.000628045,0.00013694755,0.00046608134,0.00030631505],"domain_scores_gemma":[0.99655163,0.0015227002,0.00075284333,0.00010707208,0.00060414395,0.00046158943],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009715337,0.000082733495,0.00024933895,0.00028601708,0.00031835015,0.000025725409,0.00019719142,0.0002130937,0.00011315061],"category_scores_gemma":[0.004515265,0.00008634648,0.00007176038,0.00074283074,0.00008767218,0.00022524926,0.000009557742,0.00033507028,0.000020890731],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008072195,0.0014962301,0.09028627,0.000003269621,0.0000074101413,0.0000066730117,0.07682449,0.000010093504,0.000012929876,0.0001624981,0.03624494,0.7948645],"study_design_scores_gemma":[0.00033935366,0.00086472,0.44785768,0.000085247695,0.0002236131,0.0000192322,0.062676944,0.0000040959776,0.000009787085,0.0072245263,0.4804893,0.0002054775],"about_ca_topic_score_codex":0.0033972433,"about_ca_topic_score_gemma":0.000896946,"teacher_disagreement_score":0.79465896,"about_ca_system_score_codex":0.003193366,"about_ca_system_score_gemma":0.006683776,"threshold_uncertainty_score":0.9989474},"labels":[],"label_agreement":null},{"id":"W2579688053","doi":"10.1017/cem.2016.407","title":"Evidence-based medicine in the era of social media: Scholarly engagement through participation and online interaction","year":2017,"lang":"en","type":"editorial","venue":"Canadian Journal of Emergency Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":107,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan; McMaster University","funders":"","keywords":"Knowledge translation; Harm; Social media; Medicine; Dissemination; Medical education; Public relations; Engineering ethics; Psychology; Knowledge management; Political science; Computer science; Social psychology; World Wide Web","score_opus":0.46201276555874976,"score_gpt":0.52428339410136,"score_spread":0.062270628542610285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2579688053","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.020743757,0.009786092,0.00001637494,0.08605489,0.8821088,0.0006595784,0.00002825419,0.0000039254883,0.0005983288],"genre_scores_gemma":[0.1885243,0.013578283,0.000048730562,0.00016173415,0.7974875,0.00006802268,0.000080406986,0.000024885381,0.000026113219],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9937945,0.0019129731,0.0016828217,0.00023601152,0.0019045204,0.00046917633],"domain_scores_gemma":[0.9852455,0.009013226,0.0026999228,0.00027855454,0.0022783058,0.0004844872],"candidate_categories":["metaresearch","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.010364948,0.00024130967,0.00076051254,0.00045632673,0.0009084138,0.000034090994,0.00087108946,0.00056265795,0.0013967105],"category_scores_gemma":[0.21368381,0.00017964408,0.00009307009,0.00055401295,0.0010230885,0.0010797551,0.000011515298,0.002555777,0.0000015431391],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047473928,0.00003816785,0.0022742236,0.00016784036,0.000033110806,0.000013714507,0.22166,0.0000017305,0.000006318024,0.00029039622,0.7653365,0.010130532],"study_design_scores_gemma":[0.0007649558,0.0004433767,0.03110817,0.0042095813,0.00031646504,2.853615e-7,0.03413049,0.0000037690133,0.000001100295,0.0009789736,0.9278851,0.00015772147],"about_ca_topic_score_codex":0.19871104,"about_ca_topic_score_gemma":0.5878899,"teacher_disagreement_score":0.38917884,"about_ca_system_score_codex":0.0008396839,"about_ca_system_score_gemma":0.00889665,"threshold_uncertainty_score":0.99974537},"labels":[],"label_agreement":null},{"id":"W2580260520","doi":"10.2196/resprot.6066","title":"The Use of Social Media to Recruit Participants With Rare Conditions: Lynch Syndrome as an Example","year":2017,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Social media; Psychology; Medicine; Internet privacy; Advertising; Computer science; World Wide Web; Business","score_opus":0.8746185870206785,"score_gpt":0.6805874365964336,"score_spread":0.1940311504242449,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2580260520","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42500147,0.0000011978677,0.0000013665193,0.008638244,0.00010810515,0.56547374,0.000023293063,0.00004876416,0.0007038042],"genre_scores_gemma":[0.21732005,0.000001686579,0.00015344007,0.000036619665,0.00046963405,0.7817683,0.000005956654,0.000019030273,0.00022528165],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99454796,0.0019705365,0.00032571476,0.00034167664,0.0017683948,0.001045724],"domain_scores_gemma":[0.991691,0.005599336,0.00024694897,0.00079862477,0.0010805364,0.00058355887],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.004771462,0.000106152576,0.0002162112,0.000115779265,0.0066066133,0.0007967251,0.001174369,0.00015931235,0.00033243521],"category_scores_gemma":[0.018933976,0.000080685975,0.000035269415,0.00045854627,0.0019144195,0.00083565264,0.00014977805,0.00041677477,0.00015291336],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014987403,0.0015185289,0.0715646,0.00040046393,0.0000689268,0.000058478116,0.66918635,0.000001891568,0.0003036146,0.12611528,0.048166722,0.081116386],"study_design_scores_gemma":[0.00046752353,0.00068042986,0.2510695,0.0004657615,0.0000023343955,0.0000010495767,0.014761835,0.0000020664183,0.00012418334,0.004480317,0.72780526,0.00013977505],"about_ca_topic_score_codex":0.00998871,"about_ca_topic_score_gemma":0.021152109,"teacher_disagreement_score":0.6796385,"about_ca_system_score_codex":0.00028804096,"about_ca_system_score_gemma":0.0022619283,"threshold_uncertainty_score":0.9967093},"labels":[],"label_agreement":null},{"id":"W2582265345","doi":"10.1016/j.jcjd.2016.08.217","title":"Social Media as a Platform for Information About Diabetes Foot Care: A Study of Facebook Groups","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":84,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Foothills Medical Centre; University of Calgary","funders":"","keywords":"Medicine; Foot (prosody); Diabetes mellitus; Podiatry; Social media; Timeline; Health care; Logistic regression; Diabetic foot; Type 2 diabetes; Family medicine; Dissemination; Podiatrist; Alternative medicine; Surgery; Internal medicine; World Wide Web; Pathology","score_opus":0.07693370783400649,"score_gpt":0.3575423518429852,"score_spread":0.2806086440089787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2582265345","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9906674,0.0002534981,9.166994e-7,0.0013401236,0.004254158,0.001582468,0.00003790807,0.000007415573,0.001856098],"genre_scores_gemma":[0.99784446,0.0000072728385,0.00006129688,0.00011030559,0.0016798706,0.00026998072,0.000007560666,0.000013482177,0.000005779316],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9981335,0.00009895206,0.0006295363,0.000091816764,0.000464024,0.00058222015],"domain_scores_gemma":[0.9956317,0.0012419479,0.0012561386,0.000172087,0.0010483993,0.00064971665],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.001249005,0.00012818204,0.00038344495,0.0003520289,0.001979564,0.00028238248,0.0006829808,0.00017442617,0.00005176179],"category_scores_gemma":[0.012619673,0.00013425952,0.00012820872,0.00012949496,0.0004098199,0.0012482412,0.000014817096,0.00020750942,0.000008898882],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000566414,0.000032913387,0.40920871,0.000109606786,0.00006871641,4.0358037e-7,0.5181978,0.0000011323938,0.000007774585,0.002853385,0.0011449371,0.06836894],"study_design_scores_gemma":[0.0018812009,0.00071584195,0.73143715,0.00017660939,0.00015138372,1.1220614e-7,0.20161186,0.0000047996127,0.00017995057,0.0050233593,0.05852893,0.00028878768],"about_ca_topic_score_codex":0.009502509,"about_ca_topic_score_gemma":0.20462185,"teacher_disagreement_score":0.32222843,"about_ca_system_score_codex":0.00056124397,"about_ca_system_score_gemma":0.004156761,"threshold_uncertainty_score":0.99931973},"labels":[],"label_agreement":null},{"id":"W2582631428","doi":"10.3138/ptc.2015-52-cc","title":"Clinician's Commentary on Yoon et al.","year":2017,"lang":"en","type":"letter","venue":"Physiotherapy Canada","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science; Physical medicine and rehabilitation; Medicine; Physical therapy","score_opus":0.08626980131505428,"score_gpt":0.4509534600296069,"score_spread":0.3646836587145526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2582631428","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00077411166,0.00016977907,5.416339e-7,0.9623594,0.027467756,0.0010525851,0.00009854647,0.000047661768,0.008029562],"genre_scores_gemma":[0.00065661717,0.0009896971,0.00002966311,0.9721849,0.02418107,0.0003963447,0.0003048786,0.00007193398,0.0011848964],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968198,0.0006676301,0.0002812817,0.00043299812,0.0011756327,0.0006226861],"domain_scores_gemma":[0.9960817,0.0024948989,0.0004894067,0.0006766933,0.00009821683,0.00015907068],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004910727,0.0002627824,0.00039418697,0.00007811189,0.0010756854,0.000107607644,0.00081031676,0.00034931494,0.0004315436],"category_scores_gemma":[0.00033970847,0.00028627124,0.00009882566,0.000109380686,0.00021078456,0.00010523227,0.00001711461,0.0014481863,0.00002350518],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008117758,0.00002123509,0.00016468913,0.000023676208,0.000031100608,0.000021861237,0.0017020006,3.3498532e-7,0.000001174405,0.000050044506,0.9880709,0.009904867],"study_design_scores_gemma":[0.000156497,0.000042854397,0.00041293996,0.0001160807,0.00000725143,7.347122e-8,0.00019373593,0.0000010304962,0.000004364005,0.00026822728,0.9985145,0.00028247695],"about_ca_topic_score_codex":0.99233836,"about_ca_topic_score_gemma":0.96401745,"teacher_disagreement_score":0.028320916,"about_ca_system_score_codex":0.0020004988,"about_ca_system_score_gemma":0.0064129676,"threshold_uncertainty_score":0.99995893},"labels":[],"label_agreement":null},{"id":"W2583024859","doi":"10.1097/acm.0000000000001528","title":"In Reply to Phillips et al","year":2017,"lang":"en","type":"letter","venue":"Academic Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University; University of Saskatchewan; Canadian Mental Health Association","funders":"","keywords":"Audience measurement; Skepticism; Followership; Quality (philosophy); Public relations; Social media; Psychology; Medical education; Popularity; Sociology; Political science; Computer science; Social psychology; Medicine; World Wide Web; Law; Epistemology","score_opus":0.22072259898695293,"score_gpt":0.5085847495704999,"score_spread":0.287862150583547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2583024859","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013250082,0.0008093953,0.0000049657997,0.9579054,0.024844488,0.0016539439,0.000004947872,0.000061679675,0.01339017],"genre_scores_gemma":[0.00056933286,0.002810465,0.000036228023,0.9379853,0.053336676,0.00073908496,0.000054748205,0.000039773076,0.0044283625],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99607223,0.00069343345,0.0006296309,0.00056919036,0.0012637514,0.00077173224],"domain_scores_gemma":[0.99488205,0.0036647266,0.0004703312,0.0005568112,0.00012542178,0.00030067554],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.004993956,0.00022916574,0.00057113,0.0003832715,0.0003295746,0.00001445515,0.0011396805,0.001327125,0.00059537333],"category_scores_gemma":[0.044331614,0.00021838868,0.000035567075,0.00035100238,0.00058246707,0.00020051177,0.00006663513,0.0056213336,0.0003443809],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000035379605,0.0000012266144,0.0008206884,0.000029202787,0.000005177204,0.00004420574,0.072322845,4.279133e-8,0.0000027738374,0.0003826645,0.92508763,0.001299984],"study_design_scores_gemma":[0.00020142869,0.000039957846,0.0006685135,0.0007314073,0.00001564345,0.0000024208518,0.0014696567,2.3823074e-7,0.00000103009,0.002988539,0.99368644,0.0001947407],"about_ca_topic_score_codex":0.046238244,"about_ca_topic_score_gemma":0.00069720886,"teacher_disagreement_score":0.07085319,"about_ca_system_score_codex":0.00066408573,"about_ca_system_score_gemma":0.0012153473,"threshold_uncertainty_score":0.99996936},"labels":[],"label_agreement":null},{"id":"W2585582759","doi":"10.2196/mededu.5993","title":"Pediatric Residents’ Perceptions of Potential Professionalism Violations on Social Media: A US National Survey","year":2017,"lang":"en","type":"article","venue":"JMIR Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Social media; Perception; Public relations; Psychology; Medical education; Medicine; Political science","score_opus":0.1458106716517085,"score_gpt":0.5100515293180087,"score_spread":0.3642408576663002,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2585582759","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95853245,0.0000454344,0.000012710995,0.024243915,0.01312221,0.0009776823,0.000042645846,0.000047353016,0.0029755803],"genre_scores_gemma":[0.9890466,0.00015585391,0.00009772624,0.0004351078,0.008776226,0.0010785292,0.0002383087,0.000017363818,0.00015432411],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9952883,0.00090985245,0.00052162376,0.00030200012,0.0026464665,0.00033173303],"domain_scores_gemma":[0.9955105,0.002021365,0.00062398234,0.000254313,0.0012294912,0.00036030097],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0028454436,0.00012851675,0.00021517674,0.00026344982,0.0028373771,0.0000851671,0.00064213923,0.0004623287,0.001933559],"category_scores_gemma":[0.0567217,0.00013507447,0.000093296025,0.00035904176,0.0005998901,0.00036187508,0.00005755141,0.00044046668,0.00012198638],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000076453936,0.0022992394,0.7973587,0.00008896232,0.000019489631,8.246967e-7,0.06066609,9.875346e-7,0.00001376413,0.03299942,0.076196074,0.030280016],"study_design_scores_gemma":[0.00027376937,0.000013815888,0.9913652,0.000054430773,0.000015891746,4.4637508e-7,0.0026439598,0.00001038224,0.0000012184676,0.003980563,0.0015211271,0.00011918469],"about_ca_topic_score_codex":0.007000716,"about_ca_topic_score_gemma":0.0042545735,"teacher_disagreement_score":0.19400653,"about_ca_system_score_codex":0.00046040915,"about_ca_system_score_gemma":0.013039832,"threshold_uncertainty_score":0.99961174},"labels":[],"label_agreement":null},{"id":"W2586600383","doi":"10.1152/physiol.00004.2017","title":"Searching for and Sharing Research in the Information Age: A Trainee's Perspective","year":2017,"lang":"en","type":"editorial","venue":"Physiology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"The Internet; Download; Public relations; Social media; Sociology; Political science; Library science; World Wide Web; Computer science; Law","score_opus":0.3228271870411988,"score_gpt":0.5804178311517088,"score_spread":0.25759064411050997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2586600383","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014123839,0.00021931074,0.00000544842,0.010653389,0.96082795,0.004383438,0.00003481095,0.00002757549,0.009724239],"genre_scores_gemma":[0.061292928,0.00055601535,0.00009061633,0.000050031405,0.9344077,0.0034234456,0.00012684056,0.000012130727,0.000040304156],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978655,0.0007574373,0.00017354707,0.000224699,0.0005006644,0.00047818257],"domain_scores_gemma":[0.983276,0.015825877,0.0001445609,0.00021931587,0.00048087662,0.000053358817],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0059042363,0.00008432223,0.00020081796,0.00020266845,0.0014160969,0.00019594388,0.0006413262,0.00045512815,0.0000036972417],"category_scores_gemma":[0.042559564,0.0000719095,0.000032941618,0.00015165744,0.0006467866,0.0003252087,0.000072576484,0.0011265255,0.000006860452],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009371546,0.000027498396,0.000027443679,0.0002383583,0.000010964246,6.075842e-7,0.6644672,6.561436e-7,0.000011134102,0.062285744,0.25835776,0.014478861],"study_design_scores_gemma":[0.00020135367,0.000078726494,0.0030674348,0.00005823434,0.000004232245,3.800603e-8,0.040316068,0.000011175276,2.3335477e-7,0.118644595,0.83754176,0.00007615958],"about_ca_topic_score_codex":0.0387046,"about_ca_topic_score_gemma":0.007895739,"teacher_disagreement_score":0.6241512,"about_ca_system_score_codex":0.000509954,"about_ca_system_score_gemma":0.001316199,"threshold_uncertainty_score":0.99988395},"labels":[],"label_agreement":null},{"id":"W2587979906","doi":"10.2196/jmir.6330","title":"Demographic and Indication-Specific Characteristics Have Limited Association With Social Network Engagement: Evidence From 24,954 Members of Four Health Care Support Groups","year":2017,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Psychological intervention; Psychology; Social support; Social network (sociolinguistics); Negative binomial distribution; Mental health; Addiction; Social network analysis; Social media; Social psychology; Computer science; Poisson distribution; Statistics; Psychiatry; Mathematics","score_opus":0.25956768257258656,"score_gpt":0.48651507762671914,"score_spread":0.22694739505413258,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2587979906","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9413599,0.0012454663,0.00011968811,0.054257784,0.0022293394,0.0005698029,0.000009545466,0.000008969996,0.00019953103],"genre_scores_gemma":[0.9847976,0.00978298,0.00039194257,0.00016365913,0.004759803,0.000040383286,0.00001147769,0.00001576676,0.000036395366],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9907863,0.0024991878,0.00088153646,0.00023709354,0.0049839425,0.0006119252],"domain_scores_gemma":[0.9893219,0.0060371575,0.0021084738,0.00021706469,0.0016599252,0.0006554806],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02095346,0.00011484886,0.00045668922,0.00026755448,0.0012285588,0.00028281548,0.0010875419,0.00037135527,0.0004444519],"category_scores_gemma":[0.022807553,0.00010112388,0.00008062766,0.00031238634,0.0009675252,0.00040883292,0.00016253626,0.0017922308,0.0000044845665],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001827327,0.00008180557,0.7925132,0.0000936137,0.00011271097,0.000019971663,0.13587837,1.6038231e-7,0.0000038196536,0.0006849145,0.01977835,0.050650377],"study_design_scores_gemma":[0.00065739005,0.00058088143,0.94188756,0.0012141071,0.000032897053,0.0000030578017,0.02436398,0.00003215451,0.000011814076,0.00042104404,0.030678669,0.000116466596],"about_ca_topic_score_codex":0.008179798,"about_ca_topic_score_gemma":0.0070527494,"teacher_disagreement_score":0.14937437,"about_ca_system_score_codex":0.0010251318,"about_ca_system_score_gemma":0.00270884,"threshold_uncertainty_score":0.9984248},"labels":[],"label_agreement":null},{"id":"W2588848042","doi":"10.1007/s13340-017-0311-5","title":"Social Networking Sites for Peer-Driven Health Communication: Diabetes-Related Communities in Google+","year":2017,"lang":"en","type":"article","venue":"Diabetology International","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Gestational diabetes; Type 2 diabetes; Social media; Diabetes mellitus; Promotion (chess); Family medicine; Internet privacy; World Wide Web; Pregnancy; Computer science","score_opus":0.1955073608922457,"score_gpt":0.47080813945907024,"score_spread":0.27530077856682456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2588848042","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.752855,0.0004098297,0.000019996163,0.22849916,0.007130731,0.0010474224,0.00003502844,0.000082199556,0.0099206325],"genre_scores_gemma":[0.9953522,0.00022935921,0.00062291935,0.0009448809,0.0012933759,0.0008894184,0.00046364864,0.000016984837,0.0001871771],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978858,0.00065219565,0.00044920322,0.00016558194,0.000326097,0.0005210742],"domain_scores_gemma":[0.99603575,0.0026154062,0.0005862419,0.00032540617,0.00034593724,0.00009126007],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0022070215,0.000113170165,0.00029830541,0.00014945237,0.0030605325,0.00016912198,0.0012972762,0.00023422408,0.00014800402],"category_scores_gemma":[0.0023303295,0.00014222674,0.00007725071,0.00009246491,0.00094620994,0.00033026515,0.00013774421,0.0003594527,0.000016936741],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008889253,0.00008604683,0.8383479,0.000013722914,0.00004504961,2.1675002e-7,0.060195193,0.000008418516,0.0000016351349,0.07496377,0.0059466115,0.020382527],"study_design_scores_gemma":[0.001190734,0.00005622183,0.57801193,0.00012086486,0.000013516132,3.3901986e-7,0.010712148,0.0018884088,0.000005518649,0.025046997,0.38267076,0.0002825636],"about_ca_topic_score_codex":0.006051042,"about_ca_topic_score_gemma":0.028982893,"teacher_disagreement_score":0.37672415,"about_ca_system_score_codex":0.0005760615,"about_ca_system_score_gemma":0.0004288176,"threshold_uncertainty_score":0.9982374},"labels":[],"label_agreement":null},{"id":"W2589647992","doi":"10.2196/resprot.6413","title":"Online Dissemination Strategies of a Canada Research Chair: Overview and Lessons Learned","year":2017,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Centre hospitalier de l'Université Laval; Centre hospitalier universitaire de Québec","funders":"","keywords":"Online research methods; Medical education; Psychology; Computer science; Medicine; World Wide Web","score_opus":0.8020185873979471,"score_gpt":0.7434989236885526,"score_spread":0.05851966370939443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2589647992","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08133744,0.00009790594,0.000001556967,0.10569088,0.00012374134,0.79496753,0.000048595517,0.00003970825,0.01769264],"genre_scores_gemma":[0.21763623,0.00009740796,0.00007017241,0.000005853589,0.00045340444,0.78089434,0.000004599555,0.000012766592,0.0008252108],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99456716,0.0018230813,0.00026478965,0.000305894,0.0022283194,0.0008107465],"domain_scores_gemma":[0.9942078,0.0032619669,0.00017111027,0.0005403017,0.0014923252,0.0003265008],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.009209375,0.00007984629,0.00019077786,0.0001769332,0.0033593825,0.00041552834,0.0007823316,0.00014320212,0.000114359296],"category_scores_gemma":[0.017652595,0.00007880617,0.00002179472,0.00044281041,0.0015568129,0.0004792914,0.00022280849,0.00071789254,0.0000037226587],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020692518,0.0011685352,0.021639101,0.0032333331,0.000022404853,0.000015658588,0.0620692,9.248177e-7,0.0011970629,0.38143462,0.032330263,0.496682],"study_design_scores_gemma":[0.00041136067,0.0003114221,0.26196614,0.002830098,9.056092e-7,2.9796107e-7,0.049207643,0.000026035637,0.0003217998,0.019137643,0.6656444,0.00014220811],"about_ca_topic_score_codex":0.62856853,"about_ca_topic_score_gemma":0.8605049,"teacher_disagreement_score":0.6333142,"about_ca_system_score_codex":0.0005733665,"about_ca_system_score_gemma":0.010369523,"threshold_uncertainty_score":0.9979381},"labels":[],"label_agreement":null},{"id":"W2590670110","doi":"10.1053/j.ajkd.2016.12.012","title":"The Evolution of the Journal Club: From Osler to Twitter","year":2017,"lang":"en","type":"review","venue":"American Journal of Kidney Diseases","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":162,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital; University of Ottawa; University of Alberta","funders":"National Institute for Health and Care Research; University of Ottawa","keywords":"Journal club; Flourishing; Medicine; Social media; Club; The Internet; Medical education; Library science; World Wide Web","score_opus":0.12591370451317027,"score_gpt":0.46368271791725324,"score_spread":0.33776901340408294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2590670110","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005115487,0.97432494,0.000026250378,0.011224346,0.012815073,0.00075329206,0.000089506924,0.0000056954377,0.00024935696],"genre_scores_gemma":[0.0012573391,0.99089056,0.00009772564,0.00058299676,0.00700089,0.000041526575,0.0000021703618,0.000029573115,0.000097196506],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9945795,0.0025978952,0.0010953059,0.00013629976,0.0011895741,0.00040143274],"domain_scores_gemma":[0.98713976,0.0041075293,0.005810524,0.00053446915,0.0007295566,0.0016781746],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0016666284,0.00021886201,0.001087655,0.00015577226,0.0016632519,0.00017112319,0.0020994926,0.000094888004,0.000078646786],"category_scores_gemma":[0.042755675,0.00011758737,0.0007831685,0.00051759655,0.0014650512,0.00020301258,0.000092085895,0.0006490903,0.000020761814],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024744351,0.00004996359,0.0024233009,0.00012739602,0.000137924,0.0000015470168,0.003873404,2.629295e-7,8.5045684e-8,0.000048058944,0.048316494,0.94499683],"study_design_scores_gemma":[0.00007160395,0.00009454858,0.0037430043,0.005184274,0.000968182,0.000008295547,0.00546149,6.3415406e-8,6.5197895e-8,0.00049527234,0.9838483,0.00012491668],"about_ca_topic_score_codex":0.004909965,"about_ca_topic_score_gemma":0.00013161595,"teacher_disagreement_score":0.9448719,"about_ca_system_score_codex":0.0012319671,"about_ca_system_score_gemma":0.021286855,"threshold_uncertainty_score":0.9996365},"labels":[],"label_agreement":null},{"id":"W2591284651","doi":"10.24251/hicss.2017.456","title":"Social Media in Healthcare","year":2017,"lang":"en","type":"article","venue":"Proceedings of the ... Annual Hawaii International Conference on System Sciences/Proceedings of the Annual Hawaii International Conference on System Sciences","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Carleton University","funders":"","keywords":"Social media; Health care; Value (mathematics); Empirical research; Psychology; Public relations; Computer science; Sociology; Knowledge management; World Wide Web; Epistemology; Political science","score_opus":0.16324883590731049,"score_gpt":0.40915117417592073,"score_spread":0.24590233826861024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2591284651","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15208998,0.00002595955,0.0000014746885,0.051774494,0.011868358,0.0015148707,0.00034146637,0.0001099059,0.7822735],"genre_scores_gemma":[0.996827,0.00007557271,0.00016527135,0.00016641544,0.0017251302,0.0003851003,0.0000032393307,0.000033733962,0.0006185309],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9884435,0.00016313074,0.001961425,0.001499227,0.00671862,0.0012141154],"domain_scores_gemma":[0.98555934,0.0007540677,0.0047124745,0.00036808738,0.008242611,0.00036341365],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science"],"consensus_categories":["sts"],"category_scores_codex":[0.008376536,0.0006569834,0.0010086037,0.0009592243,0.0046843966,0.0016326685,0.01424174,0.0004914399,0.000086876404],"category_scores_gemma":[0.0017280901,0.00047880164,0.00046526056,0.00154842,0.0061881854,0.0033763098,0.0012177979,0.00092526624,0.000047363537],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013201652,0.00015175113,0.040775765,0.00021320533,0.000039313392,7.287082e-7,0.021636683,0.000005313943,0.0001216635,0.9345908,0.0011535652,0.0011792046],"study_design_scores_gemma":[0.0007124178,0.00028444728,0.042251147,0.0039801463,0.00003010952,0.00001827257,0.9427584,0.000083672196,0.00027099816,0.0077234386,0.0013165936,0.000570379],"about_ca_topic_score_codex":0.0062006232,"about_ca_topic_score_gemma":0.0011158666,"teacher_disagreement_score":0.92686737,"about_ca_system_score_codex":0.0015434147,"about_ca_system_score_gemma":0.0020920539,"threshold_uncertainty_score":0.99976635},"labels":[],"label_agreement":null},{"id":"W2591589013","doi":"10.1177/0008417417691742","title":"Figuring out the “who” and the “where” of authorship","year":2017,"lang":"en","type":"editorial","venue":"Canadian Journal of Occupational Therapy","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Figuring; Sociology; Psychology; Physics","score_opus":0.2912621574971542,"score_gpt":0.487700346951153,"score_spread":0.19643818945399882,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2591589013","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009407207,0.0111383805,0.000008535717,0.012339841,0.96430004,0.0007815474,0.000096043645,0.0000032825615,0.0019251059],"genre_scores_gemma":[0.05146571,0.00671637,0.000058599602,0.00015189155,0.9405416,0.00006854243,0.0000124391045,0.000029685129,0.0009551546],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.997169,0.00089854933,0.0005303556,0.00011909926,0.0009786455,0.00030432738],"domain_scores_gemma":[0.9871434,0.00937091,0.0015726358,0.00025607165,0.001235873,0.00042113115],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0055910335,0.00014373011,0.00037572524,0.00016625329,0.0016300235,0.00022481696,0.0010196713,0.0004552537,0.00015173666],"category_scores_gemma":[0.019338194,0.000089925525,0.0001551759,0.00010411623,0.0016469512,0.0001717896,0.00000819429,0.0009003161,0.0000031115524],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029447817,0.000008337918,0.007007658,0.000032809025,0.00012077896,0.0000035116836,0.07726469,0.0000021786154,4.159313e-7,0.008123934,0.8917968,0.015344357],"study_design_scores_gemma":[0.0005824957,0.000037099286,0.014256357,0.00020449999,0.000025640873,8.7082395e-7,0.00078948506,9.0548343e-7,0.0000013469265,0.004542669,0.9794705,0.00008811256],"about_ca_topic_score_codex":0.07938022,"about_ca_topic_score_gemma":0.22466484,"teacher_disagreement_score":0.14528461,"about_ca_system_score_codex":0.00036565578,"about_ca_system_score_gemma":0.021735555,"threshold_uncertainty_score":0.99966973},"labels":[],"label_agreement":null},{"id":"W2592607857","doi":"10.1097/aap.0000000000000586","title":"Upgrading a Social Media Strategy to Increase Twitter Engagement During the Spring Annual Meeting of the American Society of Regional Anesthesia and Pain Medicine","year":2017,"lang":"en","type":"article","venue":"Regional Anesthesia & Pain Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Social media; Medicine; Attendance; Microblogging; Medical education; Anesthesiology; Public relations; Anesthesia; World Wide Web; Political science","score_opus":0.1030958804253574,"score_gpt":0.36295924227672044,"score_spread":0.25986336185136305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2592607857","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.59934306,0.00021379408,0.000017968769,0.39979184,0.00002934902,0.00056157267,1.17448295e-7,0.000019515803,0.00002280711],"genre_scores_gemma":[0.9689519,0.0004433316,0.0002930299,0.026452431,0.0036162457,0.00016758096,0.000002796944,0.000031016993,0.000041697283],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9936655,0.0030783548,0.0007042479,0.00040474106,0.0015934743,0.0005536849],"domain_scores_gemma":[0.98974484,0.007808477,0.001309367,0.00046153957,0.0003725214,0.00030326121],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.01669888,0.00026973104,0.00062849413,0.00011144589,0.0025765884,0.000026861315,0.00091312715,0.000116465606,0.000025660254],"category_scores_gemma":[0.0048548686,0.00017395618,0.00014551966,0.0005153177,0.0051549524,0.00013870314,0.000044804132,0.0003901145,8.3028704e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032473015,0.00017041586,0.41742647,0.0006278502,0.00015709925,0.000031149793,0.48965773,0.00001527146,0.0023242836,0.011771724,0.059857715,0.017635562],"study_design_scores_gemma":[0.0005316702,0.00018794331,0.79792327,0.0009768637,0.00007196912,0.000019538156,0.10807909,0.00006306143,0.0000230845,0.0007699165,0.091151185,0.00020242554],"about_ca_topic_score_codex":0.026781442,"about_ca_topic_score_gemma":0.0010577196,"teacher_disagreement_score":0.38157865,"about_ca_system_score_codex":0.00022495814,"about_ca_system_score_gemma":0.0004263445,"threshold_uncertainty_score":0.9987219},"labels":[],"label_agreement":null},{"id":"W2592703829","doi":"10.1177/1074840716684228","title":"Leveraging Social Media in #FamilyNursing Practice","year":2016,"lang":"en","type":"article","venue":"Journal of Family Nursing","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Red River College","funders":"","keywords":"Social media; Dissemination; Public relations; Health promotion; Health care; Nursing; Psychology; Medicine; Public health; Political science; Computer science; World Wide Web","score_opus":0.2125282647106087,"score_gpt":0.4651067486956704,"score_spread":0.2525784839850617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2592703829","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90221137,0.0012034203,0.0007736374,0.061421618,0.020787548,0.00024622976,6.657203e-7,0.00002592353,0.013329582],"genre_scores_gemma":[0.990853,0.00040282638,0.002887404,0.0004070741,0.0054170727,0.0000058014484,1.545118e-7,0.000017296126,0.00000935007],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99715155,0.0007763546,0.0006221489,0.00012958435,0.0008477426,0.000472589],"domain_scores_gemma":[0.99180144,0.006777308,0.00068342814,0.00006896239,0.0004784776,0.00019038298],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0033631849,0.00009869558,0.00026187702,0.00035104406,0.00041213335,0.00005914124,0.00023960951,0.00014929008,0.000018737677],"category_scores_gemma":[0.016888283,0.00008404168,0.00008248566,0.0005684254,0.00032989142,0.001086445,0.0000067891847,0.00032609515,0.000010621384],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009182283,0.00015323836,0.0030508663,0.000005721325,0.000007861642,0.000028445875,0.30901363,0.0000010898855,0.0015955679,0.001995439,0.0020379836,0.68201834],"study_design_scores_gemma":[0.00216421,0.00010372989,0.42995098,0.0032544734,0.000094479685,0.00003850969,0.46471018,0.0000047075227,0.00016041401,0.017253602,0.08186455,0.0004001663],"about_ca_topic_score_codex":0.00022982375,"about_ca_topic_score_gemma":0.00007017491,"teacher_disagreement_score":0.68161815,"about_ca_system_score_codex":0.0021599294,"about_ca_system_score_gemma":0.0011916063,"threshold_uncertainty_score":0.9913929},"labels":[],"label_agreement":null},{"id":"W2594124368","doi":"10.1007/s40037-017-0343-3","title":"Gestalt assessment of online educational resources may not be sufficiently reliable and consistent","year":2017,"lang":"en","type":"article","venue":"Perspectives on Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan; McMaster University; University of Toronto","funders":"McMaster University; Queen's University; Washington University in St. Louis","keywords":"Gestalt psychology; Computer science; Data science; Psychology; Medical education; Medicine; Perception","score_opus":0.07326373055032724,"score_gpt":0.4735022465492918,"score_spread":0.40023851599896454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2594124368","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6901587,0.00030687483,0.000005362963,0.29258534,0.0029762303,0.0005204509,0.000009278608,0.000018821007,0.013418953],"genre_scores_gemma":[0.99357635,0.0011055026,0.0018222512,0.0009838942,0.001703855,0.00022317421,0.000022329374,0.000012311206,0.0005503311],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99759215,0.00020309693,0.00032588083,0.00037519188,0.0012375147,0.0002661421],"domain_scores_gemma":[0.99690914,0.0012986424,0.00042860463,0.0003765083,0.00052812195,0.00045895917],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0014919546,0.00011523093,0.00020830128,0.00014335357,0.0011704434,0.00010093345,0.0003774213,0.00016603945,0.000772826],"category_scores_gemma":[0.024909139,0.00011598095,0.000046208155,0.00013591748,0.0014895046,0.00018233269,0.000047816044,0.00030093497,0.0000054594548],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041420277,0.004137675,0.12519532,0.000102464255,0.000030542444,4.2421448e-7,0.20145534,0.0000020753089,0.000029571587,0.6403639,0.004301806,0.024339493],"study_design_scores_gemma":[0.00024331939,0.0001126282,0.7991189,0.00018411054,0.000022509334,0.0000010702973,0.15267338,0.000059014557,0.000012432845,0.0009832444,0.04645861,0.00013083081],"about_ca_topic_score_codex":0.01022353,"about_ca_topic_score_gemma":0.0012970653,"teacher_disagreement_score":0.67392355,"about_ca_system_score_codex":0.00056185346,"about_ca_system_score_gemma":0.007584808,"threshold_uncertainty_score":0.9980413},"labels":[],"label_agreement":null},{"id":"W2596015096","doi":"10.2196/jmir.6655","title":"Outcomes in Child Health: Exploring the Use of Social Media to Engage Parents in Patient-Centered Outcomes Research","year":2017,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"Canadian Institutes of Health Research","keywords":"Social media; Psychology; Population; Health care; Medicine; Family medicine; Internet privacy; World Wide Web; Computer science","score_opus":0.73947456531623,"score_gpt":0.6111762573984553,"score_spread":0.12829830791777475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2596015096","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83302546,0.00008450708,0.0000022152349,0.16216046,0.0037757054,0.00077572814,0.0000040184195,0.0000036453564,0.0001682853],"genre_scores_gemma":[0.9979691,0.00066337147,0.0000791028,0.00024778952,0.00079029135,0.00019292031,9.585374e-7,0.00001654214,0.000039930917],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9820134,0.007217893,0.0014106069,0.00024638546,0.007970047,0.0011416695],"domain_scores_gemma":[0.97649467,0.020699153,0.000550875,0.0004025902,0.00099866,0.0008540477],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.04238009,0.000119009565,0.00060679106,0.0010632583,0.00091944373,0.00026075306,0.0025892921,0.00021322483,0.00022745405],"category_scores_gemma":[0.24544041,0.00008342063,0.0001286713,0.00068348204,0.001229814,0.00055834523,0.00063775014,0.0038810638,0.000020246714],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013101542,0.00048492604,0.58052605,0.000039390958,0.000021416585,0.000061566134,0.3324089,6.513425e-7,0.0000012254858,0.0009755591,0.00419654,0.081152715],"study_design_scores_gemma":[0.00080999424,0.00022441987,0.9183342,0.00086314004,0.000001576629,0.000002024421,0.057673898,0.00001345112,0.00001659542,0.00033018176,0.021658272,0.000072281066],"about_ca_topic_score_codex":0.054164987,"about_ca_topic_score_gemma":0.08560344,"teacher_disagreement_score":0.33780807,"about_ca_system_score_codex":0.0012210057,"about_ca_system_score_gemma":0.001974648,"threshold_uncertainty_score":0.998417},"labels":[],"label_agreement":null},{"id":"W2596179738","doi":"","title":"Use of Facebook as part of a social media strategy for patient engagement.","year":2017,"lang":"en","type":"article","venue":"PubMed","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital; Bruyère; University of Ottawa","funders":"","keywords":"Social media; World Wide Web; Cyberpsychology; Computer science; Data science; Internet privacy","score_opus":0.4395695584211576,"score_gpt":0.42095447394513497,"score_spread":0.018615084476022614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2596179738","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9756047,0.000028021572,0.0000060258153,0.0027878124,0.0051942486,0.006172388,0.000058541427,0.000024737976,0.010123536],"genre_scores_gemma":[0.98765415,0.00003497985,0.0000919845,0.000041906995,0.0007221325,0.011303699,0.000006119082,0.000008574687,0.0001364683],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99866843,0.00021637681,0.00029073897,0.00012902924,0.0003603726,0.00033507915],"domain_scores_gemma":[0.9971507,0.0017889292,0.0005399264,0.00016738994,0.00023016534,0.0001228937],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0011262022,0.000061941624,0.00017490952,0.000041427247,0.0006601456,0.000049555525,0.00023316698,0.00009968221,0.00008280891],"category_scores_gemma":[0.016154014,0.00006663267,0.00006641953,0.000050045415,0.00039659848,0.00022925576,0.00003301968,0.000069342444,0.000003797753],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052377556,0.00012937495,0.00793649,0.00006649643,0.000029637444,1.9405518e-7,0.10434064,8.0189665e-7,0.000009875949,0.027893018,0.005179192,0.8543619],"study_design_scores_gemma":[0.00034882664,0.000038659247,0.4944048,0.000010799668,0.000037648217,2.4912179e-8,0.0109813,0.0000015174911,0.00086878677,0.003503218,0.48968557,0.00011886414],"about_ca_topic_score_codex":0.0022931832,"about_ca_topic_score_gemma":0.0016907044,"teacher_disagreement_score":0.85424304,"about_ca_system_score_codex":0.00009988599,"about_ca_system_score_gemma":0.00034491357,"threshold_uncertainty_score":0.9921333},"labels":[],"label_agreement":null},{"id":"W2600193262","doi":"","title":"Social Media Technologies in Undergraduate Learning: Are Students in the Health Sciences Unique?","year":2015,"lang":"en","type":"article","venue":"Canadian Society for the Study of Higher Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Mount Royal University","funders":"","keywords":"Social media; Discipline; Context (archaeology); Perception; Sociology; Medical education; Psychology; Pedagogy; Engineering ethics; Social science; Medicine; Computer science; Engineering; Biology; World Wide Web","score_opus":0.16020656995481103,"score_gpt":0.4535438711890541,"score_spread":0.29333730123424306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2600193262","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8100387,0.001312326,7.32292e-7,0.18304144,0.0023279374,0.0029001296,0.0000028559891,0.000031130716,0.00034479433],"genre_scores_gemma":[0.9973068,0.00012576421,0.00005833934,0.0005686407,0.00038961758,0.0014412864,0.00000524557,0.000009084331,0.00009521379],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9978604,0.0005324334,0.00030333895,0.00021526439,0.0006251437,0.00046343234],"domain_scores_gemma":[0.9977238,0.0015818992,0.00027583496,0.00013992173,0.00016922185,0.000109278335],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0044831503,0.00009871258,0.00018220872,0.00014548494,0.0013794502,0.000075941745,0.0008688966,0.00011376796,0.0000030586193],"category_scores_gemma":[0.0014477703,0.00007631601,0.000064053245,0.0016091168,0.0006030881,0.00012496559,0.000022827793,0.00029597108,0.0000015136302],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000035175485,0.00027997277,0.3887699,0.000013591409,0.000010587484,6.039397e-8,0.57777774,0.000009129518,6.6902324e-8,0.008306746,0.018973337,0.005855374],"study_design_scores_gemma":[0.00021462455,0.00007665106,0.3018045,0.000015879572,0.000007626231,4.3989758e-8,0.6554898,0.0000016050834,1.7023989e-7,0.005641722,0.03669087,0.000056472538],"about_ca_topic_score_codex":0.36833033,"about_ca_topic_score_gemma":0.7639303,"teacher_disagreement_score":0.3956,"about_ca_system_score_codex":0.0016555028,"about_ca_system_score_gemma":0.0061381855,"threshold_uncertainty_score":0.9999206},"labels":[],"label_agreement":null},{"id":"W2602495272","doi":"10.5430/jnep.v7n8p101","title":"Increasing self-awareness when posting on social media sites","year":2017,"lang":"en","type":"article","venue":"Journal of Nursing Education and Practice","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Social media; Point (geometry); Psychology; Instant messaging; Social psychology; Internet privacy; Public relations; Sociology; Advertising; Business; Computer science; Political science; World Wide Web","score_opus":0.34981255094968305,"score_gpt":0.5490699726169619,"score_spread":0.19925742166727883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2602495272","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8490043,0.00039275308,0.000009692424,0.11259808,0.013634331,0.00015692791,5.7081684e-7,0.000018442332,0.024184875],"genre_scores_gemma":[0.9830229,0.00032326195,0.007994267,0.0005463191,0.008078073,0.0000061238075,0.0000012640937,0.000010646942,0.000017107113],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9979912,0.0009978781,0.0002850859,0.00010145428,0.0004453638,0.00017900659],"domain_scores_gemma":[0.98684406,0.010643044,0.0014299799,0.00010486767,0.0007836232,0.00019439972],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0040202443,0.000073915464,0.00014578797,0.00012474912,0.004160972,0.0003820544,0.00020425918,0.00010837555,0.00002508701],"category_scores_gemma":[0.08967241,0.0000765431,0.00003364637,0.00007617859,0.00017916503,0.001383799,0.000011271784,0.000299533,0.0000045202805],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016705878,0.0007374071,0.009867329,0.000018095665,0.000016558743,0.0000015819153,0.54770327,1.3363893e-7,0.00008593888,0.0045224554,0.0041058385,0.43277434],"study_design_scores_gemma":[0.00053887855,0.0001147991,0.5004519,0.0009753029,0.00029637016,0.0003636951,0.29920062,0.0000066579373,0.00004532009,0.009691174,0.188035,0.00028024902],"about_ca_topic_score_codex":0.00086524634,"about_ca_topic_score_gemma":0.00006277212,"teacher_disagreement_score":0.4905846,"about_ca_system_score_codex":0.0004531205,"about_ca_system_score_gemma":0.0022771133,"threshold_uncertainty_score":0.99713546},"labels":[],"label_agreement":null},{"id":"W2602575848","doi":"10.2196/publichealth.6313","title":"Tweet for Behavior Change: Using Social Media for the Dissemination of Public Health Messages","year":2017,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":280,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Queen's University; Queen's University Belfast; Medical Research Council; Public Health Agency; National Institute for Health and Care Research; United Kingdom Clinical Research Collaboration","keywords":"Bespoke; Social media; Population; Public health; Social marketing; Health communication; Medicine; Disgust; Internet privacy; Psychology; Advertising; Social psychology; World Wide Web; Computer science; Environmental health; Nursing; Business; Pathology; Communication","score_opus":0.3920716810377564,"score_gpt":0.5136536795983313,"score_spread":0.12158199856057489,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2602575848","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43059224,0.0036956575,0.001520905,0.54078543,0.007387516,0.015400051,0.00041459652,0.000095607684,0.0001079726],"genre_scores_gemma":[0.9850409,0.0011368355,0.00047483275,0.00073671405,0.0028561107,0.009636217,0.00007434621,0.000022605558,0.000021419337],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9972189,0.0006042487,0.00050419185,0.00028920046,0.00044499538,0.00093844475],"domain_scores_gemma":[0.99193025,0.0055758934,0.0010674569,0.00027388582,0.0005590717,0.00059347093],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.010219023,0.00012960685,0.00039854017,0.00010192827,0.00533068,0.00027706622,0.00042594873,0.00015589783,0.000010267199],"category_scores_gemma":[0.01799767,0.00011392677,0.000074842144,0.00021418433,0.00054375746,0.000488674,0.0000406128,0.00012596238,3.1300527e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010700813,0.000096899515,0.17466334,0.00035091263,0.000007786239,3.444114e-8,0.09357497,8.689558e-9,0.000001579146,0.008325912,0.0024575598,0.7205103],"study_design_scores_gemma":[0.00036726342,0.00008817703,0.7623959,0.000023595654,0.0000014939897,3.1978945e-7,0.017977675,0.000091327354,3.7189798e-7,0.00019021178,0.21872658,0.00013709039],"about_ca_topic_score_codex":0.003871357,"about_ca_topic_score_gemma":0.0126924785,"teacher_disagreement_score":0.7203732,"about_ca_system_score_codex":0.00037703908,"about_ca_system_score_gemma":0.0035235367,"threshold_uncertainty_score":0.9959642},"labels":[],"label_agreement":null},{"id":"W2602590272","doi":"10.2196/mededu.6357","title":"Continuing Professional Development via Social Media or Conference Attendance: A Cost Analysis","year":2017,"lang":"en","type":"article","venue":"JMIR Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Attendance; Social media; Professional development; Medical education; Medicine; Public relations; Psychology; Nursing; Political science","score_opus":0.10688732265275994,"score_gpt":0.4911939562888215,"score_spread":0.38430663363606155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2602590272","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9177004,0.00006342095,0.00035873827,0.049859744,0.026606856,0.0020337775,0.0000042873344,0.00012046677,0.0032523007],"genre_scores_gemma":[0.9889409,0.000038835165,0.00065956375,0.0005920456,0.0046335394,0.0036914032,0.000085160296,0.000013292677,0.0013452424],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.996667,0.00035464822,0.00048634084,0.00036438793,0.0016288217,0.0004988004],"domain_scores_gemma":[0.9968522,0.0010820996,0.00056441664,0.00026757474,0.00056846556,0.00066521467],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018271302,0.0001466968,0.00032368687,0.00017202631,0.002574044,0.00018761437,0.0007349139,0.00038455217,0.004582422],"category_scores_gemma":[0.019087853,0.00013148873,0.00007823927,0.0004766223,0.00074666605,0.0003626211,0.00007731229,0.00039392192,0.00011438176],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034518605,0.00042261672,0.04854549,0.00003570837,0.00004722507,0.000001318783,0.22141634,2.111527e-8,0.000005040021,0.002658964,0.006235225,0.7205975],"study_design_scores_gemma":[0.00030810368,0.0000073088545,0.7719202,0.00016653199,0.00007020125,5.61665e-7,0.017663905,0.00004301677,0.00001408345,0.00039799977,0.20918983,0.00021823945],"about_ca_topic_score_codex":0.0014387073,"about_ca_topic_score_gemma":0.019335898,"teacher_disagreement_score":0.7233747,"about_ca_system_score_codex":0.00051439053,"about_ca_system_score_gemma":0.013627538,"threshold_uncertainty_score":0.99872446},"labels":[],"label_agreement":null},{"id":"W2604166611","doi":"10.3233/978-1-61499-742-9-328","title":"Nursing Students' Perceived Learning from a Digital Health Assignment as Part of the Nursing Care for the Childbearing Family Course","year":2017,"lang":"en","type":"article","venue":"Studies in health technology and informatics","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria; Trinity Western University; Western University","funders":"","keywords":"Social media; Nursing; Quality (philosophy); Psychology; Scale (ratio); Medical education; Nurse education; Health care; Medicine; Computer science; World Wide Web","score_opus":0.10666400097944509,"score_gpt":0.4749409311455225,"score_spread":0.36827693016607743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2604166611","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92733735,0.01578739,0.00012017256,0.048138898,0.0045500477,0.0032240648,0.000013251533,0.000061520404,0.0007673049],"genre_scores_gemma":[0.9908512,0.007991145,0.00034438126,0.00035068957,0.00017085792,0.00027068352,0.0000025475324,0.000007856503,0.000010603224],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9982982,0.00010985515,0.0006599916,0.00011778353,0.0003396591,0.0004744673],"domain_scores_gemma":[0.9974123,0.0011240676,0.0009402584,0.00032036615,0.00013945326,0.00006353319],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0010873992,0.000115317285,0.00034430454,0.00008271069,0.006193816,0.00007787434,0.00055813335,0.00014123382,7.70903e-7],"category_scores_gemma":[0.0044304905,0.000083567946,0.000037218622,0.00018559389,0.0023965924,0.0002458739,0.00012919563,0.00046415607,8.400385e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009304294,0.000048928465,0.15279232,0.0001769459,0.000027866234,3.927368e-8,0.5346717,0.000016140099,1.060113e-7,0.0037201073,0.00012939647,0.30840713],"study_design_scores_gemma":[0.00032714705,0.00014450317,0.23052537,0.0021238618,0.00001245025,3.850273e-7,0.75639117,0.00006182679,0.0000014048983,0.0035991247,0.0067427107,0.00007006968],"about_ca_topic_score_codex":0.0013741264,"about_ca_topic_score_gemma":0.0005411723,"teacher_disagreement_score":0.30833706,"about_ca_system_score_codex":0.0007663213,"about_ca_system_score_gemma":0.0008366724,"threshold_uncertainty_score":0.99509996},"labels":[],"label_agreement":null},{"id":"W2604214650","doi":"10.1111/jan.13310","title":"A mixed study systematic review of social media in nursing and midwifery education: Protocol","year":2017,"lang":"en","type":"article","venue":"Journal of Advanced Nursing","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"National League for Nursing","keywords":"CINAHL; Social media; Inclusion (mineral); Variety (cybernetics); Nursing; Scopus; Data extraction; Psychology; MEDLINE; Medical education; Quality (philosophy); Nurse education; Medicine; Computer science; World Wide Web; Political science; Social psychology; Psychological intervention","score_opus":0.1171624371843161,"score_gpt":0.5175926484219154,"score_spread":0.40043021123759936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2604214650","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7164691,0.01810134,0.00003908276,0.02938812,0.022596119,0.2076042,0.0000021575684,0.00002860766,0.0057712495],"genre_scores_gemma":[0.9793009,0.00069686386,0.0026487075,0.00008705591,0.0023098274,0.014919604,4.1960357e-7,0.000023170745,0.000013443084],"study_design_codex":"qualitative","study_design_gemma":"systematic_review","domain_scores_codex":[0.99743336,0.0006823077,0.00097449636,0.00011363976,0.00059000327,0.00020618479],"domain_scores_gemma":[0.9960139,0.0008801585,0.0022980322,0.00016603191,0.0005154967,0.0001263851],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0027058502,0.000095760435,0.00063439034,0.0001697571,0.0005895639,0.000057619356,0.00029615796,0.000066874796,0.000008623318],"category_scores_gemma":[0.015916044,0.00009070254,0.00006373979,0.00020949828,0.0003459241,0.00061246014,0.000008106189,0.00023131155,4.792601e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020851295,0.002881079,0.0058908043,0.12268513,0.000030931675,0.0000065796885,0.5695913,9.743937e-7,0.000083085346,0.0032323636,0.0005114498,0.29487783],"study_design_scores_gemma":[0.0012307474,0.00021508384,0.084653154,0.6359562,0.00020829277,0.00001423114,0.2713447,0.0000013316302,0.000040424457,0.0059240013,0.00022949731,0.00018229186],"about_ca_topic_score_codex":0.000028146182,"about_ca_topic_score_gemma":0.00010115408,"teacher_disagreement_score":0.5132711,"about_ca_system_score_codex":0.000635044,"about_ca_system_score_gemma":0.0012049547,"threshold_uncertainty_score":0.9923733},"labels":[{"model":"gpt","categories":[],"domain":null,"study_design":"systematic_review","genre":"protocol","about_ca_system":false,"about_ca_topic":false,"confidence":"high"},{"model":"grok","categories":[],"domain":null,"study_design":"systematic_review","genre":"protocol","about_ca_system":false,"about_ca_topic":false,"confidence":"high"},{"model":"opus","categories":[],"domain":null,"study_design":"systematic_review","genre":"protocol","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W2604310247","doi":"10.5959/eimj.v9i1.446","title":"The Trends of Use of Social Media by Medical Students","year":2017,"lang":"en","type":"article","venue":"Education in Medicine Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Social media; Distraction; Medical education; Psychology; Likert scale; Sample (material); Internet privacy; Computer science; Medicine; World Wide Web","score_opus":0.15238658093051125,"score_gpt":0.5445374661615277,"score_spread":0.3921508852310164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2604310247","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8568619,0.00065762084,0.000011298073,0.11475461,0.02394022,0.00020314612,0.000001988602,0.000005239752,0.0035639775],"genre_scores_gemma":[0.98856676,0.002321648,0.000110429726,0.00018536141,0.007696191,0.000054921296,0.0000052096643,0.000010773079,0.0010487273],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961244,0.00055331393,0.0007234046,0.00009524105,0.0022583897,0.00024526918],"domain_scores_gemma":[0.99454814,0.0033975486,0.0011522301,0.00019628427,0.00044745402,0.00025835974],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006111844,0.00007296016,0.00024300243,0.00017829314,0.0012886832,0.0000788758,0.0011326355,0.0001423178,0.0010815784],"category_scores_gemma":[0.05096014,0.00005306343,0.000043375887,0.0002425327,0.0015031329,0.00027295286,0.000038352988,0.00041842763,0.0000020479774],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021100723,0.00024982914,0.36059958,0.00001075399,0.0000132545865,2.6601222e-7,0.113324784,4.605976e-8,0.0000138380265,0.0028059974,0.31813523,0.2048253],"study_design_scores_gemma":[0.00037453594,0.000026513831,0.7275777,0.0001393143,0.00001428282,0.0000015411507,0.027277535,7.7218425e-7,0.0000066651796,0.0008353839,0.24370414,0.00004160476],"about_ca_topic_score_codex":0.0042279805,"about_ca_topic_score_gemma":0.003530472,"teacher_disagreement_score":0.36697814,"about_ca_system_score_codex":0.00022636578,"about_ca_system_score_gemma":0.0031645794,"threshold_uncertainty_score":0.99983156},"labels":[],"label_agreement":null},{"id":"W2604365208","doi":"10.5858/arpa.2016-0612-sa","title":"If You Are Not on Social Media, Here's What You're Missing! #DoTheThing","year":2017,"lang":"en","type":"article","venue":"Archives of Pathology & Laboratory Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Marketing buzz; Social media; World Wide Web; Computer science; Variety (cybernetics); Internet privacy; Artificial intelligence","score_opus":0.11750978727869434,"score_gpt":0.4144943578029303,"score_spread":0.296984570524236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2604365208","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8584308,0.001503122,0.000020694213,0.11981339,0.013806035,0.00060482015,0.000040633313,0.0000993328,0.005681161],"genre_scores_gemma":[0.98945326,0.0013981736,0.0004410563,0.0023590054,0.006131744,0.000106694206,0.000015466938,0.000037295227,0.000057282236],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9965393,0.0012001629,0.00052328483,0.0004726375,0.00067265297,0.00059197086],"domain_scores_gemma":[0.9928883,0.004946251,0.0010478083,0.0006144682,0.00022513905,0.00027808966],"candidate_categories":["metaresearch","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.00204515,0.00023004248,0.00062219205,0.00021425776,0.0022423442,0.00005986973,0.00086076494,0.00031114506,0.00015283123],"category_scores_gemma":[0.024552302,0.00021761391,0.00007845708,0.0001918973,0.0055198804,0.00044308984,0.00008281678,0.00059618533,0.000027052602],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017279967,0.00021601775,0.032412954,0.00014321938,0.00003715948,0.0001649904,0.70495284,6.4487983e-7,0.0042097303,0.011707209,0.0012585354,0.24472387],"study_design_scores_gemma":[0.0020381515,0.0003092125,0.62823725,0.0015154934,0.00013240169,0.0000029471748,0.28518978,0.000006007659,0.0012815775,0.013774873,0.06699907,0.00051323505],"about_ca_topic_score_codex":0.00056143827,"about_ca_topic_score_gemma":0.0008841168,"teacher_disagreement_score":0.5958243,"about_ca_system_score_codex":0.00010117238,"about_ca_system_score_gemma":0.0007992456,"threshold_uncertainty_score":0.9990566},"labels":[],"label_agreement":null},{"id":"W2604788695","doi":"10.2196/jmir.7029","title":"Ethics and Privacy Implications of Using the Internet and Social Media to Recruit Participants for Health Research: A Privacy-by-Design Framework for Online Recruitment","year":2017,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":142,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre; Public Health Ontario; University of Toronto; Children's Hospital of Eastern Ontario; University Health Network","funders":"","keywords":"Internet privacy; Social media; The Internet; Information privacy; Psychology; Research ethics; Publishing; Personally identifiable information; Public relations; Business; World Wide Web; Computer science; Political science; Computer security","score_opus":0.912918740936249,"score_gpt":0.7031365441237427,"score_spread":0.20978219681250632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2604788695","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3549507,0.00068190944,0.02936308,0.61004823,0.0010515136,0.0038555183,0.000036070272,0.0000051503434,0.00000782013],"genre_scores_gemma":[0.9611823,0.0025666123,0.030942583,0.0009591376,0.0032929971,0.00096593815,0.0000046429495,0.00003107245,0.000054698987],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9907921,0.004149636,0.00092600763,0.00028453983,0.0028985885,0.0009491469],"domain_scores_gemma":[0.9300961,0.06510515,0.00076746935,0.00037026382,0.0025501791,0.0011108667],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.078894876,0.00010434483,0.00041481573,0.00024766507,0.0017514601,0.00029336562,0.001762186,0.000439108,0.000047858965],"category_scores_gemma":[0.32353044,0.0000779934,0.000071910225,0.00025640093,0.0021431646,0.00016594863,0.0005075483,0.0025000435,7.6351347e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007467644,0.00052388373,0.0027301873,0.00041377026,0.0001161344,0.0000016365711,0.64417714,2.9790004e-7,0.00010842036,0.045482527,0.08870751,0.21699175],"study_design_scores_gemma":[0.0026296156,0.0035874338,0.028214922,0.004738549,0.00008165656,0.000016771955,0.08977442,0.0012447338,0.00059175084,0.253584,0.61517227,0.00036390222],"about_ca_topic_score_codex":0.0027892753,"about_ca_topic_score_gemma":0.0020194112,"teacher_disagreement_score":0.6090891,"about_ca_system_score_codex":0.0006222999,"about_ca_system_score_gemma":0.0047332053,"threshold_uncertainty_score":0.9998012},"labels":[],"label_agreement":null},{"id":"W2605341679","doi":"10.1177/2055207617700520","title":"The use of social media by arthritis health professionals to disseminate a self-management program to patients: A feasibility study","year":2017,"lang":"en","type":"article","venue":"Digital Health","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"Canadian Institutes of Health Research","keywords":"Usability; Social media; Dissemination; Medicine; Arthritis; Self-management; Baseline (sea); Grip strength; Physical therapy; Quality of life (healthcare); Psychology; Nursing; Computer science; World Wide Web","score_opus":0.12785968012239818,"score_gpt":0.48115612063455454,"score_spread":0.35329644051215636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2605341679","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9148421,0.00007783263,0.0000046774917,0.06417357,0.002637152,0.017542792,0.00024494814,0.00016771715,0.00030918288],"genre_scores_gemma":[0.9950434,0.0001221351,0.0003825847,0.00094041583,0.00025379926,0.0030912214,0.000046027806,0.000021412157,0.00009899545],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99631506,0.00054798933,0.00074575754,0.00043252742,0.0011049218,0.00085371744],"domain_scores_gemma":[0.9964228,0.0012310677,0.0006695758,0.0005039146,0.0003543839,0.0008182085],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0020399762,0.00015988438,0.0003773314,0.00006403781,0.0042354153,0.0005177699,0.00059655623,0.00006165476,0.000005091307],"category_scores_gemma":[0.005602758,0.00013514662,0.00006208426,0.0003532723,0.00021392373,0.000546181,0.00021030159,0.00015741782,0.000021858901],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005493832,0.0033548058,0.1147381,0.00008584056,0.000013098216,2.682938e-7,0.15844631,3.6431764e-8,1.159486e-8,0.0007411314,0.03128847,0.69127697],"study_design_scores_gemma":[0.00048785284,0.0008674309,0.8080653,0.00016697228,0.000003102852,2.7583651e-8,0.027721422,8.3011975e-7,3.1640295e-7,0.00021411564,0.1623239,0.00014871832],"about_ca_topic_score_codex":0.0048043435,"about_ca_topic_score_gemma":0.014777207,"teacher_disagreement_score":0.6933272,"about_ca_system_score_codex":0.0009817542,"about_ca_system_score_gemma":0.0011201688,"threshold_uncertainty_score":0.99706095},"labels":[],"label_agreement":null},{"id":"W2606777021","doi":"10.1016/j.jpurol.2017.03.027","title":"The effect of social media (#SoMe) on journal impact factor and parental awareness in paediatric urology","year":2017,"lang":"en","type":"review","venue":"Journal of Pediatric Urology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":73,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kingston General Hospital; Hospital for Sick Children; Children's Hospital of Eastern Ontario","funders":"","keywords":"Medicine; Social media; Impact factor; Pediatric urology; Citation; Cohort; Pediatrics; Family medicine; Internal medicine; Library science; World Wide Web","score_opus":0.15108907202472543,"score_gpt":0.48622471529484007,"score_spread":0.33513564327011464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2606777021","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07104944,0.9108493,6.638248e-7,0.0006540438,0.016638964,0.00073752704,0.000028854678,0.0000057833395,0.00003546594],"genre_scores_gemma":[0.056724366,0.914992,0.000003436269,0.000015787831,0.02817322,0.000048519847,0.0000036985728,0.0000364648,0.000002517529],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9900662,0.0060406127,0.0019160669,0.00026637068,0.0008785547,0.00083222793],"domain_scores_gemma":[0.96089673,0.03208234,0.006163188,0.00019967882,0.00025852348,0.0003995565],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.006965053,0.0004236729,0.0024351622,0.001231832,0.0011070238,0.00010664509,0.0012061755,0.0011953076,0.000047375244],"category_scores_gemma":[0.021375602,0.000265641,0.0007961609,0.00056202896,0.0006747444,0.00025233443,0.00009545111,0.0025630523,0.000009083788],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023463677,0.000102189624,0.04426316,0.00055949605,0.00020685625,0.000069362744,0.0059543196,8.697505e-7,2.1759147e-8,0.000101752245,0.0011657564,0.94734156],"study_design_scores_gemma":[0.0021867414,0.0037120476,0.07112977,0.0000935068,0.003443325,0.00029471348,0.00037425614,0.0000011275508,6.4257364e-8,0.00071064406,0.9175601,0.00049369526],"about_ca_topic_score_codex":0.00018456246,"about_ca_topic_score_gemma":0.00029326667,"teacher_disagreement_score":0.94684786,"about_ca_system_score_codex":0.00066394644,"about_ca_system_score_gemma":0.0051065674,"threshold_uncertainty_score":0.99997956},"labels":[],"label_agreement":null},{"id":"W2606803935","doi":"10.2196/resprot.6622","title":"Increasing Fruit and Vegetable Consumption Through a Healthy Eating Blog: A Feasibility Study","year":2017,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Toronto; Université Laval; The Quebec Population Health Research Network","funders":"","keywords":"Consumption (sociology); Public health; Social media; Healthy eating; Environmental health; Business; Advertising; Psychology; Medicine; Public relations; Nursing; Political science; Sociology; Computer science; World Wide Web; Physical activity","score_opus":0.7874094483806745,"score_gpt":0.7052225492154293,"score_spread":0.08218689916524524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2606803935","genre_codex":"empirical","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.540151,0.0000103849625,0.0000014708553,0.0016346046,0.000057876852,0.4560535,0.0000015125553,0.000049887756,0.0020397848],"genre_scores_gemma":[0.40028512,0.000005275813,0.00042647196,0.000027313958,0.00048756358,0.59872,6.516647e-7,0.000010923891,0.00003665344],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9926706,0.004263519,0.00036597584,0.0005313502,0.0012493158,0.00091926917],"domain_scores_gemma":[0.9951162,0.0030298412,0.00027299434,0.00072610355,0.0004972994,0.0003575684],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.015251312,0.000118527205,0.00025245632,0.00009319511,0.007711522,0.0008719578,0.00056766154,0.00016876323,0.00010344143],"category_scores_gemma":[0.018362775,0.00012120731,0.000028693412,0.00022873278,0.0012001094,0.0008459435,0.00027436006,0.00070691627,0.000056124678],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022688918,0.0006626382,0.94437456,0.00031147877,0.000004697248,0.0000025447323,0.046703108,2.897946e-8,0.00005278563,0.0016013337,0.000093288494,0.005966635],"study_design_scores_gemma":[0.0012663441,0.0008235432,0.95092684,0.00074570545,0.0000017645951,0.0000010437267,0.011618767,0.000007967936,0.000018055476,0.0044713034,0.029980334,0.0001383391],"about_ca_topic_score_codex":0.034368142,"about_ca_topic_score_gemma":0.007837302,"teacher_disagreement_score":0.14266652,"about_ca_system_score_codex":0.0006756223,"about_ca_system_score_gemma":0.0013810721,"threshold_uncertainty_score":0.9935803},"labels":[],"label_agreement":null},{"id":"W2607011525","doi":"10.1186/s13012-017-0581-0","title":"Using media to impact health policy-making: an integrative systematic review","year":2017,"lang":"en","type":"review","venue":"Implementation Science","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":110,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Impact","funders":"Alliance for Health Policy and Systems Research; Department for International Development; Styrelsen för Internationellt Utvecklingssamarbete; World Health Organization","keywords":"Health informatics; Medicine; Health services research; Health administration; Public health; Health policy; Health economics; Quality of Life Research; Healthcare policy; Social policy; Environmental health; Health care reform; Nursing; Political science; Law","score_opus":0.7650830094363953,"score_gpt":0.770726127250646,"score_spread":0.005643117814250753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2607011525","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000061226833,0.9785298,0.00015990122,0.0016174044,0.0029410934,0.016299553,0.00012070094,0.00006687669,0.0002585099],"genre_scores_gemma":[0.00012080667,0.99344474,0.0017660486,0.0011358964,0.0011543316,0.0022796548,0.000056966466,0.00003305662,0.000008480457],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.99196696,0.0024195523,0.0017323624,0.00076254254,0.0019891348,0.001129428],"domain_scores_gemma":[0.9920845,0.0018421523,0.0033067875,0.0009573147,0.00071468286,0.0010945582],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.014403886,0.0003972847,0.0022667064,0.0010583347,0.0032629005,0.0007050203,0.0021624188,0.000114689276,0.00017359489],"category_scores_gemma":[0.036930908,0.00031151265,0.0002700101,0.00357016,0.0007030463,0.0014130167,0.00013612321,0.00027219162,0.000093119124],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[4.998762e-7,0.000021956477,0.000010337582,0.22043031,0.00001802807,5.992864e-7,0.055537276,1.15882756e-7,1.1521798e-7,0.0038804612,0.00027612454,0.7198242],"study_design_scores_gemma":[0.0000698868,0.00012157518,0.0000557133,0.60820967,0.00039845295,0.000009103446,0.014283179,0.0000023162393,1.9500021e-7,0.00025444792,0.37603623,0.0005592408],"about_ca_topic_score_codex":0.039844688,"about_ca_topic_score_gemma":0.011762566,"teacher_disagreement_score":0.7192649,"about_ca_system_score_codex":0.008992489,"about_ca_system_score_gemma":0.047816593,"threshold_uncertainty_score":0.9999337},"labels":[],"label_agreement":null},{"id":"W2607231924","doi":"10.1177/0840470417693017","title":"The transformative power of social media: Considerations for practice and emerging leaders","year":2017,"lang":"en","type":"article","venue":"Healthcare Management Forum","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health; Western University","funders":"","keywords":"Transformative learning; Social media; Health care; Public relations; Power (physics); Health professionals; Digital media; Internet privacy; Sociology; Business; Political science; Computer science","score_opus":0.14087412071075153,"score_gpt":0.45524325312505465,"score_spread":0.3143691324143031,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2607231924","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0066941055,0.0004510659,0.000244131,0.9676784,0.004188252,0.0033348019,0.000020813994,0.000036987953,0.017351393],"genre_scores_gemma":[0.9954831,0.0009780216,0.0011888144,0.0011903442,0.00024863,0.0008343097,0.000003250704,0.000010170504,0.00006335953],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99860656,0.00022048948,0.00030130826,0.00014058591,0.0003252428,0.00040579273],"domain_scores_gemma":[0.9949718,0.0041146195,0.00036810603,0.0001668092,0.00028662133,0.00009200653],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001705151,0.00007448017,0.00013441512,0.000048882543,0.007626252,0.00012938707,0.00016587946,0.00007420705,0.000014980295],"category_scores_gemma":[0.006065554,0.00006794787,0.000042419906,0.0000636375,0.00070979097,0.000421447,0.000032180094,0.00011124003,0.000002688544],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027122042,0.000018783929,0.0004709446,0.00013162175,0.000031460997,3.938985e-7,0.25668636,1.1630408e-7,2.0495351e-7,0.6844095,0.005927803,0.052295726],"study_design_scores_gemma":[0.00030518617,0.000033522378,0.007838542,0.000025534448,0.000030703894,2.161679e-7,0.62374544,0.000005586608,0.0000050447816,0.024963774,0.34297165,0.000074805226],"about_ca_topic_score_codex":0.0015359684,"about_ca_topic_score_gemma":0.01445936,"teacher_disagreement_score":0.988789,"about_ca_system_score_codex":0.0001126383,"about_ca_system_score_gemma":0.00020863995,"threshold_uncertainty_score":0.9936657},"labels":[],"label_agreement":null},{"id":"W2607233124","doi":"10.1111/jgs.14920","title":"#GeriMed <scp>JC</scp> : The Twitter Complement to the Traditional‐Format Geriatric Medicine Journal Club","year":2017,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; McMaster University; University of Toronto","funders":"University of Toronto","keywords":"Journal club; Social media; Thematic analysis; Medicine; Microblogging; Medical education; Critical appraisal; Analytics; Qualitative research; World Wide Web; Alternative medicine; Computer science; Data science; Sociology; Pathology; Social science","score_opus":0.14608905677226725,"score_gpt":0.40261645099700666,"score_spread":0.2565273942247394,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2607233124","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.56170475,0.0008433346,0.00066345965,0.41280976,0.02114199,0.001179388,0.0000126952555,0.000017739661,0.0016268962],"genre_scores_gemma":[0.93871766,0.0052619046,0.0024184536,0.014476678,0.03846492,0.00010186567,0.0000016486664,0.000048816706,0.00050804595],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99477595,0.0010657014,0.0010520944,0.00017650789,0.0022064736,0.0007232903],"domain_scores_gemma":[0.9887327,0.004272852,0.004904977,0.00071040937,0.0008979308,0.00048111597],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.009029425,0.00023094677,0.0005163553,0.000090821966,0.00769608,0.0005261859,0.0033979006,0.00008480988,0.00010174735],"category_scores_gemma":[0.0094331475,0.00011439911,0.000671866,0.0010476677,0.0017600688,0.00039769133,0.00022226817,0.0011844195,0.00002231316],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016526226,0.000083431456,0.011550603,0.000011093088,0.00014577323,0.0000014597882,0.120621376,0.00005095701,0.000061327126,0.00062009133,0.86060417,0.006233171],"study_design_scores_gemma":[0.0004898836,0.0002280551,0.2355862,0.000036168734,0.00019537896,0.000059108093,0.0584763,0.000021385022,0.000013037833,0.00278742,0.70201844,0.000088645975],"about_ca_topic_score_codex":0.0016387127,"about_ca_topic_score_gemma":0.00012717675,"teacher_disagreement_score":0.39833307,"about_ca_system_score_codex":0.0010565256,"about_ca_system_score_gemma":0.0016867655,"threshold_uncertainty_score":0.99891084},"labels":[],"label_agreement":null},{"id":"W2610741382","doi":"10.1016/j.wneu.2017.04.157","title":"The Spectrum of Altmetrics in Neurosurgery: The Top 100 “Trending” Articles in Neurosurgical Journals","year":2017,"lang":"en","type":"review","venue":"World Neurosurgery","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":98,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Altmetrics; Social media; Medicine; Neurosurgery; Citation; Mainstream; Bibliometrics; Outreach; Medical education; Library science; World Wide Web; Surgery; Computer science","score_opus":0.41313739206947037,"score_gpt":0.49475298336685625,"score_spread":0.08161559129738588,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2610741382","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004219275,0.9585164,2.2868701e-7,0.011234188,0.022400232,0.0021478762,0.00001683648,0.0000452414,0.0014197085],"genre_scores_gemma":[0.010513924,0.9865433,0.0000020940186,0.00021707483,0.0016853515,0.0005074731,0.0000034831166,0.0000734612,0.0004538512],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98912185,0.0050779493,0.0024998053,0.00063665526,0.0013608763,0.0013028752],"domain_scores_gemma":[0.94346315,0.05267152,0.0024177094,0.0010813382,0.00008517458,0.00028111218],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.011126484,0.00044985578,0.0019069862,0.0020037729,0.001379189,0.0006141363,0.0016534901,0.00029602612,0.00008678757],"category_scores_gemma":[0.04069273,0.00030177413,0.0007207623,0.0067774043,0.0010821817,0.00027231761,0.00019569558,0.0019298843,0.000029952753],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016494403,0.00015608573,0.047519986,0.0005016867,0.0000109047,0.000087798355,0.0008503961,0.0000017631515,1.6429202e-7,0.0016449938,0.002096913,0.9471128],"study_design_scores_gemma":[0.00007796227,0.000011146001,0.03832578,0.0018296548,0.000051065046,0.0000060736897,0.000072255236,0.0000020220298,7.4908996e-7,0.00039040964,0.9589963,0.00023661164],"about_ca_topic_score_codex":0.0017016451,"about_ca_topic_score_gemma":0.006112929,"teacher_disagreement_score":0.95689934,"about_ca_system_score_codex":0.0003836448,"about_ca_system_score_gemma":0.001954194,"threshold_uncertainty_score":0.99994344},"labels":[{"model":"gemma","categories":["bibliometrics"],"domain":null,"study_design":"not_applicable","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["bibliometrics","scholarly_communication"],"domain":null,"study_design":"design_other","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"split"},{"id":"W2611830038","doi":"10.2196/mededu.6879","title":"Erosion of Digital Professionalism During Medical Students’ Core Clinical Clerkships","year":2017,"lang":"en","type":"article","venue":"JMIR Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Arnold P. Gold Foundation","keywords":"Likert scale; Medical education; Social media; Psychology; Perception; Scale (ratio); Medicine; Computer science","score_opus":0.23374078479849067,"score_gpt":0.5847018829919097,"score_spread":0.35096109819341903,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2611830038","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9367202,0.00010304403,0.0000055744163,0.043340907,0.016364899,0.0011370359,0.0000026806658,0.000056408826,0.002269261],"genre_scores_gemma":[0.9930014,0.00032006446,0.000052916817,0.0003958449,0.005043027,0.00065685436,0.000030506295,0.000017629523,0.00048176473],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9937261,0.00037054438,0.00085480826,0.00034889643,0.0043154215,0.00038426774],"domain_scores_gemma":[0.9959608,0.0014021506,0.0007000674,0.000511186,0.0003712192,0.0010545843],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003940304,0.00012638496,0.00030539304,0.000081646394,0.0012237481,0.00014672792,0.0017002432,0.000728882,0.0015894857],"category_scores_gemma":[0.07783774,0.00011723501,0.00011223246,0.00015703928,0.0016647971,0.0004936146,0.00020243342,0.0006949699,0.00009270115],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003857884,0.0019436183,0.8143561,0.00007079317,0.000009013887,0.0000017224256,0.01330357,5.2347944e-9,0.0000032336006,0.0059706178,0.0042696055,0.16003317],"study_design_scores_gemma":[0.00056740746,0.000038056518,0.9790433,0.000980606,0.000010788983,0.000001757294,0.005262278,0.000005528096,0.0000063345447,0.0025037257,0.01145619,0.00012402785],"about_ca_topic_score_codex":0.00087791553,"about_ca_topic_score_gemma":0.00030000543,"teacher_disagreement_score":0.16468723,"about_ca_system_score_codex":0.0002608591,"about_ca_system_score_gemma":0.010136691,"threshold_uncertainty_score":0.9993232},"labels":[],"label_agreement":null},{"id":"W2611949196","doi":"10.4103/ijpvm.ijpvm_329_16","title":"Using Virtual Social Networks for Case Finding in Clinical Studies: An Experiment from Adolescence, Brain, Cognition, and Diabetes Study","year":2017,"lang":"en","type":"article","venue":"International Journal of Preventive Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Cognition; Diabetes mellitus; Bioinformatics; Cognitive psychology; Psychiatry; Endocrinology; Psychology","score_opus":0.4309982727642489,"score_gpt":0.6011178518427576,"score_spread":0.17011957907850866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2611949196","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98311573,0.00039386816,0.00076014665,0.005126276,0.009821141,0.00075092353,0.000006567073,0.000003979273,0.000021365],"genre_scores_gemma":[0.9897931,0.0001531632,0.00046962884,0.0002461297,0.009268745,0.00005037201,0.0000034936745,0.000008491485,0.000006833413],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99765813,0.00067996746,0.000808115,0.00017880711,0.00049624377,0.00017875519],"domain_scores_gemma":[0.99451315,0.0031642609,0.0011207906,0.00006993224,0.0009976659,0.00013417192],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004738979,0.00009520092,0.00035663226,0.00014520451,0.00064441696,0.000065183514,0.00032031944,0.00007752464,0.000023672423],"category_scores_gemma":[0.015510031,0.00008642498,0.000057459776,0.000052763655,0.00063540123,0.00046921638,0.00005985373,0.00023502295,1.9174044e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029268878,0.0009151326,0.7242147,0.000009344406,0.0005140518,0.00021946472,0.19276546,0.000009824107,0.00009925644,0.0005389862,0.0004967958,0.079924345],"study_design_scores_gemma":[0.007141982,0.0013692117,0.6099203,0.0012028033,0.00022942855,0.00001489599,0.37397617,0.0006427419,0.000023860197,0.004753801,0.0005218996,0.00020287685],"about_ca_topic_score_codex":0.00095213606,"about_ca_topic_score_gemma":0.0016912366,"teacher_disagreement_score":0.18121073,"about_ca_system_score_codex":0.0002785637,"about_ca_system_score_gemma":0.00021221703,"threshold_uncertainty_score":0.9927828},"labels":[],"label_agreement":null},{"id":"W2615039066","doi":"10.1017/cem.2017.286","title":"P084: “iPads on!”-Does the provision of iPad devices within an emergency department improve the frequency of access to departmental web KT resources?","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Saint John Regional Hospital; Dalhousie University","funders":"","keywords":"Emergency department; Medicine; Analytics; Schedule; Limiting; World Wide Web; Page view; Web page; Medical emergency; Computer science; Database; Nursing; Web development","score_opus":0.18258409990818988,"score_gpt":0.45236426127281176,"score_spread":0.2697801613646219,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2615039066","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9285888,0.0009777228,0.000005358558,0.034282174,0.031886008,0.0014071999,0.000039959396,0.000005116214,0.002807636],"genre_scores_gemma":[0.9952789,0.00052210456,0.000060798535,0.00022307239,0.0036703527,0.00009067819,0.0000035751675,0.00002139945,0.00012911117],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963031,0.0005444862,0.0013928221,0.00023477395,0.0010093867,0.0005154316],"domain_scores_gemma":[0.99476683,0.00032808262,0.002280323,0.0006919258,0.00086219487,0.0010706179],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0036163311,0.00020382939,0.0004168521,0.00025030726,0.0017339394,0.00003185773,0.0022866288,0.000116281764,0.0021586744],"category_scores_gemma":[0.008243898,0.00010922599,0.00012736514,0.00043984377,0.00068618543,0.00051307183,0.00004063338,0.00034983514,0.0000053447934],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010534119,0.00017009277,0.75784725,0.00013907463,0.00015332666,0.000014336861,0.19986598,0.000019996573,0.0012321868,0.0028386184,0.022999644,0.014614139],"study_design_scores_gemma":[0.00081105897,0.0025997555,0.8367927,0.00065810094,0.0003326247,0.0000031946722,0.05501904,0.000024731053,0.0009409617,0.0052214507,0.097202174,0.0003941895],"about_ca_topic_score_codex":0.17530012,"about_ca_topic_score_gemma":0.7233842,"teacher_disagreement_score":0.5480841,"about_ca_system_score_codex":0.00031943436,"about_ca_system_score_gemma":0.0028108037,"threshold_uncertainty_score":0.99956566},"labels":[],"label_agreement":null},{"id":"W2615163334","doi":"10.1017/cem.2017.188","title":"MP22: The impact of collaborative social media promotion on the dissemination of CJEM articles","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Infographic; Social media; Promotion (chess); Medicine; Altmetrics; Page view; Medical education; World Wide Web; Computer science; The Internet; Political science","score_opus":0.2689316628111978,"score_gpt":0.500896010433565,"score_spread":0.23196434762236723,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2615163334","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9275107,0.0003709219,0.000004032263,0.06097729,0.008252163,0.0004074363,0.00001526414,0.0000014651404,0.0024607696],"genre_scores_gemma":[0.9968092,0.00029825474,0.0000053405643,0.00001083328,0.002827602,0.000014580114,0.0000013069618,0.0000064536534,0.000026432168],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9982513,0.00040876053,0.0005467328,0.00006448555,0.00051050016,0.00021817982],"domain_scores_gemma":[0.99546593,0.0014004094,0.0013841911,0.00017253959,0.0013039736,0.00027296116],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0028307007,0.000077968456,0.00021595383,0.00012679503,0.0011333335,0.000009969632,0.0004920554,0.0000724674,0.0014572174],"category_scores_gemma":[0.04487358,0.00004261117,0.00008782691,0.0004053986,0.0009095223,0.00016309225,0.000004863942,0.00019030225,0.0000016475503],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005538239,0.00008717387,0.09546863,0.00003197224,0.00011459997,0.0000029332205,0.770685,0.000005646778,0.001105484,0.02343775,0.08017535,0.028830074],"study_design_scores_gemma":[0.00019257156,0.0004483342,0.92386526,0.00031860176,0.00006960717,4.179072e-7,0.0663316,0.000009972101,0.0003503611,0.006370109,0.0019705726,0.00007256664],"about_ca_topic_score_codex":0.0400348,"about_ca_topic_score_gemma":0.123664916,"teacher_disagreement_score":0.8283967,"about_ca_system_score_codex":0.00028071518,"about_ca_system_score_gemma":0.0025468264,"threshold_uncertainty_score":0.9994556},"labels":[],"label_agreement":null},{"id":"W2615325256","doi":"10.1017/cem.2017.92","title":"LO30: Using a Massive Online Needs Assessment (MONA) to develop a Free Open Access Medical education (FOAM) curriculum","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Curriculum; Medical education; Medicine; Social media; Needs assessment; Pharmacist; Psychology; Nursing; Pedagogy; Pharmacy; Computer science","score_opus":0.40367264433154515,"score_gpt":0.5868240041964605,"score_spread":0.18315135986491538,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2615325256","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5544652,0.0009614199,0.00037426138,0.3250441,0.10457197,0.0014700629,0.000015418836,0.0000084635685,0.013089127],"genre_scores_gemma":[0.95558304,0.00140436,0.0062501915,0.0033188444,0.032149382,0.00018042943,0.000029600029,0.00006484328,0.0010192869],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966797,0.0003355773,0.0009990828,0.00020759575,0.001158633,0.0006193846],"domain_scores_gemma":[0.9913866,0.00020021528,0.0011892287,0.00049202854,0.002808769,0.003923151],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0032400927,0.000175117,0.00044609763,0.00066748535,0.0018867477,0.00018679444,0.004696838,0.0001908011,0.007943997],"category_scores_gemma":[0.077874154,0.00016034789,0.0000543425,0.0012886929,0.00034747945,0.0012395058,0.00021163799,0.0004928988,0.0000071399186],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013456153,0.00020477176,0.507987,0.000060387134,0.00007876427,0.00005125791,0.042976838,0.000010162372,0.000015958352,0.008241511,0.38189495,0.058464907],"study_design_scores_gemma":[0.0008215794,0.0002201785,0.29140702,0.001508848,0.00012993733,0.000010113457,0.043757282,0.00009515672,0.0000027515434,0.0035723317,0.6581107,0.00036413735],"about_ca_topic_score_codex":0.6656462,"about_ca_topic_score_gemma":0.7322207,"teacher_disagreement_score":0.40111786,"about_ca_system_score_codex":0.0017170615,"about_ca_system_score_gemma":0.07979317,"threshold_uncertainty_score":0.99941266},"labels":[],"label_agreement":null},{"id":"W2615655126","doi":"10.1017/cem.2017.76","title":"LO14: The CanadiEM Digital Scholars Program: An innovative international digital collaboration curriculum","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Curriculum; Scholarship; Medical education; Digital scholarship; Mentorship; Digital health; Medicine; Public relations; Sociology; Computer science; Library science; Pedagogy; Political science; Health care","score_opus":0.16491234394150805,"score_gpt":0.4754316275199414,"score_spread":0.31051928357843334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2615655126","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8159268,0.00035840386,0.00001338286,0.084850654,0.07074493,0.00077051524,0.00004579872,0.000012851625,0.027276652],"genre_scores_gemma":[0.99109495,0.000127768,0.000035851557,0.00011098819,0.00824445,0.000039874045,0.000028567103,0.000012861387,0.00030467717],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99817735,0.00009246786,0.0005981959,0.00013798704,0.00060553785,0.0003884892],"domain_scores_gemma":[0.9946625,0.00010778055,0.00087197294,0.00025045895,0.003098464,0.0010088157],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0011710797,0.00011494265,0.00017739496,0.00022991386,0.0018191007,0.00037218916,0.0010458373,0.00009347198,0.0008819166],"category_scores_gemma":[0.025645617,0.00008743767,0.000039364106,0.0005999376,0.0006800631,0.0026989647,0.000012231083,0.00035949258,0.000010723236],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001228633,0.0000763461,0.70178944,0.000009146461,0.0000869414,0.0000345224,0.09057379,0.0000026228274,0.0000064171313,0.009729388,0.05727162,0.14040747],"study_design_scores_gemma":[0.0002530079,0.00023442681,0.09769268,0.00007808622,0.000017069708,0.0000027637952,0.04105365,0.000012448064,0.0000012443588,0.001190935,0.859346,0.00011772046],"about_ca_topic_score_codex":0.15815103,"about_ca_topic_score_gemma":0.6051295,"teacher_disagreement_score":0.8020744,"about_ca_system_score_codex":0.00072567875,"about_ca_system_score_gemma":0.0065247016,"threshold_uncertainty_score":0.99948037},"labels":[],"label_agreement":null},{"id":"W2616502665","doi":"10.1017/cem.2017.91","title":"LO29: ILearnEM.com: a curation of quality FOAM resources to learn the fundamentals of emergency medicine","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Social media; Curriculum; Quality (philosophy); Open educational resources; Relevance (law); Resource (disambiguation); Educational resources; Medicine; Medical education; Knowledge management; World Wide Web; Public relations; Computer science; Sociology; Political science; Pedagogy","score_opus":0.4209355775220771,"score_gpt":0.5279477507592362,"score_spread":0.10701217323715906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2616502665","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7455748,0.003788566,0.00006783621,0.1858879,0.049890827,0.00087917363,0.000013097757,0.0000060850016,0.013891761],"genre_scores_gemma":[0.9903202,0.0019952597,0.000034363577,0.00014237803,0.0060661025,0.000023426976,0.0000030173421,0.00001738947,0.0013978628],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99572986,0.0007022742,0.0019087129,0.00017513779,0.0010366862,0.00044731188],"domain_scores_gemma":[0.9938128,0.00054280856,0.0026856856,0.00050301524,0.0013743397,0.0010813342],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0066088,0.00015736034,0.0005790668,0.0003360299,0.0011935034,0.0000065832473,0.0010869714,0.00012692172,0.01052582],"category_scores_gemma":[0.0387601,0.000113992195,0.0001288637,0.00057210535,0.0009157632,0.00031661257,0.000021956841,0.0003356686,0.000008093309],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009287126,0.00006888747,0.35426563,0.00025252195,0.00013506043,0.000004375331,0.41508934,0.0000144135665,0.0015006588,0.009898386,0.20178923,0.016888626],"study_design_scores_gemma":[0.0005250843,0.0008475391,0.43007803,0.0006089319,0.00013832854,0.0000010078286,0.07819119,0.0000038094165,0.00005034207,0.004133444,0.48524612,0.00017617048],"about_ca_topic_score_codex":0.4010663,"about_ca_topic_score_gemma":0.3568877,"teacher_disagreement_score":0.33689815,"about_ca_system_score_codex":0.00027485387,"about_ca_system_score_gemma":0.0016452299,"threshold_uncertainty_score":0.9903787},"labels":[],"label_agreement":null},{"id":"W2616672066","doi":"10.1017/cem.2017.194","title":"MP28: A randomized comparative trial of the usage, knowledge retention and media preferences in undergraduate medical students using podcasts and blog posts","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Popularity; Medical education; Social media; Medicine; Descriptive statistics; Randomized controlled trial; Psychology; Computer science; World Wide Web; Social psychology","score_opus":0.38797410398194543,"score_gpt":0.5158574453590004,"score_spread":0.12788334137705493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2616672066","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9632278,0.0026253473,0.0000049178616,0.010291097,0.022010544,0.0008785874,0.0000021265853,0.0000012005894,0.00095835625],"genre_scores_gemma":[0.996094,0.002352409,0.000023661903,0.000019572237,0.0014660179,0.000013697122,5.865377e-7,0.0000047835774,0.000025277273],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966753,0.0012663292,0.000879672,0.00012523687,0.0007994045,0.00025405287],"domain_scores_gemma":[0.9965153,0.0012337299,0.0010366823,0.000134215,0.0003827436,0.00069734163],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0066808034,0.00010397477,0.00059347355,0.00022143421,0.0005893811,0.000021066584,0.00055871275,0.00012766628,0.00019456315],"category_scores_gemma":[0.025732119,0.00007011807,0.00005898096,0.00022041173,0.0016263805,0.00018109592,0.00003184111,0.00029592443,3.1761965e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012768384,0.00016667039,0.6070313,0.00013874364,0.0002087811,0.000020810858,0.36440635,9.4049085e-7,0.00004279562,0.0051725907,0.0017266335,0.008315987],"study_design_scores_gemma":[0.27313715,0.0005728647,0.6553393,0.0033286142,0.00047565682,0.000012924337,0.034358673,0.00014554008,0.000010287659,0.030241473,0.0020575745,0.0003199216],"about_ca_topic_score_codex":0.10465205,"about_ca_topic_score_gemma":0.60407543,"teacher_disagreement_score":0.49942338,"about_ca_system_score_codex":0.0001501181,"about_ca_system_score_gemma":0.0027801958,"threshold_uncertainty_score":0.98247457},"labels":[],"label_agreement":null},{"id":"W2616851353","doi":"10.15173/mjc.v9i0.273","title":"Building a Social Media Strategy for Frontenac Community Mental Health &amp; Addiction Services (FCMHS)","year":2013,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Addiction; Agency (philosophy); Social media; Public relations; Stigma (botany); Psychology; Sociology; Psychiatry; Political science; Social science","score_opus":0.19061999507967556,"score_gpt":0.4248126324651723,"score_spread":0.23419263738549675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2616851353","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81303763,0.0034000464,0.0015324197,0.1749353,0.0030031255,0.0027006005,0.000022686349,0.00006165826,0.0013065039],"genre_scores_gemma":[0.9923138,0.00083916605,0.0048710057,0.0006585751,0.001053104,0.00018406678,0.00003074983,0.00001706775,0.000032483593],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9955736,0.0029787545,0.00064491713,0.00006291812,0.00044231483,0.00029748894],"domain_scores_gemma":[0.9946219,0.003084652,0.0011831996,0.00034412456,0.0006255752,0.00014054813],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0052491543,0.00010542306,0.00024134714,0.00008974053,0.003244509,0.00017134107,0.0013365274,0.00009975809,0.00016159187],"category_scores_gemma":[0.0008172813,0.000076552446,0.0001038672,0.0002188939,0.00027136647,0.00076703774,0.000106934946,0.00062007323,0.000015296246],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008798331,0.00021977744,0.00072721223,0.00004754154,0.00007203811,1.2250357e-8,0.61786455,0.000011566382,0.00020937221,0.0036728405,0.015796456,0.36129063],"study_design_scores_gemma":[0.0022466287,0.00034013097,0.12465485,0.000653289,0.00012407299,0.000011187753,0.4236437,0.00033756963,0.00006860343,0.092545986,0.35496223,0.000411737],"about_ca_topic_score_codex":0.013481758,"about_ca_topic_score_gemma":0.011302371,"teacher_disagreement_score":0.3608789,"about_ca_system_score_codex":0.0004740695,"about_ca_system_score_gemma":0.00035421125,"threshold_uncertainty_score":0.99805313},"labels":[],"label_agreement":null},{"id":"W2617133852","doi":"10.15173/mjc.v9i0.265","title":"“So, should we stay in touch?” A Plan to Build Community Using Social Media Among Alumni of the Michael G. DeGroote School of Medicine at McMaster University","year":2013,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"McMaster University","keywords":"Prestige; Social media; Institution; Plan (archaeology); Sociology; Public relations; Alma mater; Medical education; Psychology; Medicine; Political science; Social science; Law; History","score_opus":0.18580367241986215,"score_gpt":0.3660567608169181,"score_spread":0.18025308839705598,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2617133852","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96622574,0.00032297015,0.00004260176,0.031142663,0.00044342416,0.0007250241,0.000003956171,0.0000051989778,0.0010884118],"genre_scores_gemma":[0.9986939,0.0002729112,0.0005164215,0.0002110962,0.00021487186,0.000006202287,0.0000012966319,0.000011291661,0.000072008654],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9940285,0.004272326,0.00072231324,0.00006966645,0.000672701,0.00023450814],"domain_scores_gemma":[0.99419725,0.0032992396,0.0012331809,0.00053900824,0.000588424,0.00014291766],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036457013,0.00011611454,0.00036174667,0.0001884847,0.0009201471,0.000020519296,0.002126461,0.00014409384,0.0004730398],"category_scores_gemma":[0.0028157614,0.000081815764,0.000090818314,0.00071646937,0.0013534318,0.00039206925,0.00050497684,0.0008517353,0.0000043896343],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025192567,0.00022243871,0.18588687,0.00007699263,0.00006776559,2.7498336e-7,0.7896752,0.0000964342,0.0035858308,0.00071716827,0.0022930028,0.017126137],"study_design_scores_gemma":[0.0011862692,0.00009717546,0.8047933,0.0010465907,0.000112754446,0.0000034024654,0.1828482,0.00010788027,0.0005488995,0.003259593,0.005844608,0.00015132237],"about_ca_topic_score_codex":0.03066055,"about_ca_topic_score_gemma":0.02541564,"teacher_disagreement_score":0.61890644,"about_ca_system_score_codex":0.00063175755,"about_ca_system_score_gemma":0.00034684758,"threshold_uncertainty_score":0.992368},"labels":[],"label_agreement":null},{"id":"W2617518271","doi":"10.2106/jbjs.rvw.16.00059","title":"The Scholarly Influence of Orthopaedic Research According to Conventional and Alternative Metrics","year":2017,"lang":"en","type":"review","venue":"JBJS Reviews","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Interquartile range; Social media; Psychological intervention; MEDLINE; Randomized controlled trial; Metric (unit); Weighting; Surgery; World Wide Web; Computer science","score_opus":0.7202164677781693,"score_gpt":0.6462812480222586,"score_spread":0.07393521975591066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2617518271","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00015722399,0.9891283,0.000002517377,0.00068160275,0.0022923746,0.006312974,0.000010807296,0.000008946903,0.0014052457],"genre_scores_gemma":[0.000031714702,0.9951964,0.00023192306,0.00003539584,0.0013038054,0.0029167016,0.000004869479,0.000018837927,0.00026034794],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99260384,0.004198032,0.0010760465,0.00038856725,0.001254859,0.00047862765],"domain_scores_gemma":[0.98483944,0.011696939,0.0014037807,0.0005884393,0.0011452974,0.0003261131],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.027388526,0.0001858253,0.0012196805,0.00041237217,0.0022438709,0.000492654,0.0013264142,0.0002444971,0.000015620682],"category_scores_gemma":[0.17907794,0.00012737495,0.00027381058,0.0015818648,0.000806748,0.0005089995,0.0002555396,0.00095834734,0.00016751696],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[9.935599e-7,0.000008730891,0.00042306574,0.0036853726,0.000014981226,4.110486e-7,0.0013303455,1.2972829e-8,2.5482695e-8,0.0042847847,0.00054631237,0.98970497],"study_design_scores_gemma":[0.00003109506,0.000025448491,0.00032223537,0.012615813,0.00006827435,4.912638e-7,0.00033872903,8.183837e-8,2.8986367e-8,0.00046221097,0.98602974,0.00010586069],"about_ca_topic_score_codex":0.0025157197,"about_ca_topic_score_gemma":0.0005039206,"teacher_disagreement_score":0.9895991,"about_ca_system_score_codex":0.0005185508,"about_ca_system_score_gemma":0.0023928315,"threshold_uncertainty_score":0.9990551},"labels":[],"label_agreement":null},{"id":"W2618933612","doi":"10.3171/2017.3.peds16552","title":"Social media networking in pediatric hydrocephalus: a point-prevalence analysis of utilization","year":2017,"lang":"en","type":"article","venue":"Journal of Neurosurgery Pediatrics","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Hospital for Sick Children; Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Social media; Popularity; Medicine; Categorization; Point (geometry); Internet privacy; Psychology; Computer science; World Wide Web; Social psychology","score_opus":0.19715916525639654,"score_gpt":0.41404193545111817,"score_spread":0.21688277019472163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2618933612","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98687875,0.0011552527,0.000049067854,0.0014506007,0.0099396575,0.00020256234,0.0000056502436,0.000012033382,0.00030640364],"genre_scores_gemma":[0.973036,0.017642384,0.00006509818,0.000058170197,0.009164643,0.000008977997,0.0000019918016,0.000016360113,0.000006391378],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99624336,0.00060481305,0.0013031944,0.00020292049,0.0012141916,0.0004315366],"domain_scores_gemma":[0.98960537,0.0056134243,0.003694779,0.00023380136,0.0006400002,0.00021261026],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0043007396,0.0001387274,0.00061664433,0.0019829632,0.0006572858,0.0001179987,0.0006700293,0.00021682883,0.00003879698],"category_scores_gemma":[0.027460743,0.00015321214,0.00034440614,0.003556718,0.00020253679,0.0007697369,0.000059603935,0.0004147969,0.0000018407887],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029890507,0.0001088603,0.9804843,0.0000820176,0.000017221613,0.000017007327,0.012522425,0.00009640935,0.000003580957,0.000100355544,0.00061153085,0.005926417],"study_design_scores_gemma":[0.00019845733,0.000021385338,0.9969109,0.000015828586,0.0007557485,0.0000011784066,0.0006102485,0.00014851127,0.0000024814271,0.00034974518,0.0008623742,0.00012314001],"about_ca_topic_score_codex":0.00019334325,"about_ca_topic_score_gemma":0.0005302726,"teacher_disagreement_score":0.023160003,"about_ca_system_score_codex":0.00021340887,"about_ca_system_score_gemma":0.0010523398,"threshold_uncertainty_score":0.98073137},"labels":[],"label_agreement":null},{"id":"W2619673716","doi":"","title":"Social Media in Medical Education: A Case for a Positive Approach","year":2017,"lang":"en","type":"article","venue":"UBC Faculty of Medicine medical journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Social media; Misconduct; Public relations; Promotion (chess); Medical education; Medicine; Political science; Law","score_opus":0.17600121939819735,"score_gpt":0.5031685192687321,"score_spread":0.3271672998705347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2619673716","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23173407,0.00079977786,0.0012267046,0.7329323,0.014924623,0.0019196542,0.000026135081,0.000043011376,0.016393691],"genre_scores_gemma":[0.97194564,0.00035442464,0.0018456125,0.0018993083,0.023460783,0.0003416298,0.000052828476,0.000025206335,0.00007453676],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99393386,0.00060571154,0.0010427991,0.00029884948,0.0034770712,0.0006417105],"domain_scores_gemma":[0.9935112,0.0029291918,0.00088494236,0.00021482942,0.0008453549,0.0016144721],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.009666842,0.00019054231,0.00066227035,0.00026373775,0.0020018788,0.0000583274,0.0011341785,0.0006338461,0.0011091589],"category_scores_gemma":[0.18169233,0.0001569501,0.00014575085,0.00025428899,0.004191904,0.00028503648,0.00007546444,0.0011002636,0.0000046135965],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015726416,0.0008861341,0.0067963377,0.00015133258,0.000054349195,0.0004840716,0.25812626,1.3240422e-7,0.0000019442862,0.025561696,0.068028644,0.63975185],"study_design_scores_gemma":[0.028622452,0.0009581473,0.16131288,0.0056240666,0.0004541082,0.0092839645,0.47934884,0.0008684104,0.00001984973,0.05248774,0.25963092,0.0013886461],"about_ca_topic_score_codex":0.005548691,"about_ca_topic_score_gemma":0.0069185183,"teacher_disagreement_score":0.7402116,"about_ca_system_score_codex":0.0004198801,"about_ca_system_score_gemma":0.010458523,"threshold_uncertainty_score":0.99980396},"labels":[],"label_agreement":null},{"id":"W2619904907","doi":"10.1016/j.yebeh.2017.04.033","title":"Social media in epilepsy: A quantitative and qualitative analysis","year":2017,"lang":"en","type":"article","venue":"Epilepsy & Behavior","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":78,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children; Toronto Western Hospital; Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine; University of Toronto","funders":"","keywords":"Epilepsy; Social media; Thematic analysis; Descriptive statistics; Psychology; Psychological intervention; Qualitative research; Medicine; Computer science; Psychiatry; World Wide Web; Sociology","score_opus":0.25500401713393894,"score_gpt":0.5354537727527429,"score_spread":0.2804497556188039,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2619904907","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99048835,0.00014387337,0.000015254479,0.005044481,0.0016678426,0.00086988107,0.00003406096,0.00004681207,0.0016894568],"genre_scores_gemma":[0.9968091,0.0001448179,0.001069819,0.00005859613,0.0005900949,0.0012208811,0.000021640522,0.000017044513,0.00006798702],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9968919,0.0010969162,0.00043563024,0.00042525682,0.00054526445,0.0006050287],"domain_scores_gemma":[0.99542046,0.0033525308,0.00045576337,0.00028608128,0.00020499341,0.00028018988],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.002480772,0.00016356273,0.00048567887,0.0003529583,0.0019154368,0.00020265646,0.0004058011,0.0002407807,0.000229776],"category_scores_gemma":[0.0112757245,0.00018428224,0.00012785515,0.00064261793,0.0012762969,0.00050014793,0.0000640237,0.00030818113,0.000045804798],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015090162,0.000094852374,0.47804978,0.0000036681035,0.000022548209,0.000005144345,0.49210915,5.991894e-8,0.000009861424,0.015952455,0.00009485903,0.013642507],"study_design_scores_gemma":[0.0002838813,0.000024479763,0.8603921,0.000012236751,0.00022513518,8.1910215e-8,0.13625036,0.0000038697103,0.0000061836377,0.0014468947,0.001178381,0.00017638801],"about_ca_topic_score_codex":0.021866603,"about_ca_topic_score_gemma":0.11232465,"teacher_disagreement_score":0.3823423,"about_ca_system_score_codex":0.000355186,"about_ca_system_score_gemma":0.00041806945,"threshold_uncertainty_score":0.9993839},"labels":[],"label_agreement":null},{"id":"W2620731339","doi":"10.2196/publichealth.7545","title":"Recruiting Young Gay and Bisexual Men for a Human Papillomavirus Vaccination Intervention Through Social Media: The Effects of Advertisement Content","year":2017,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":52,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Cancer Institute; National Institutes of Health","keywords":"Social media; Young adult; Population; Psychology; Demography; Human papillomavirus vaccine; Medicine; Human papillomavirus; Advertising; Social psychology; Gerontology; Cervical cancer; Gardasil; Cancer; Sociology; Computer science; Internal medicine","score_opus":0.25962421131225194,"score_gpt":0.4690354003121236,"score_spread":0.20941118899987166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2620731339","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95658374,0.0016376781,0.00017322991,0.03406455,0.0026969407,0.004029498,0.000014827586,0.000039541454,0.0007600014],"genre_scores_gemma":[0.9961572,0.0008310405,0.000056624733,0.00021124685,0.00083158124,0.0018377637,0.000022045666,0.0000101484775,0.000042310992],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9979151,0.00068179547,0.00042689877,0.00022715647,0.00031319563,0.00043589153],"domain_scores_gemma":[0.9970063,0.0016869305,0.00070808805,0.0001491634,0.0002518189,0.00019771137],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0034264403,0.000099641984,0.00026949475,0.0000413885,0.003234521,0.00015930743,0.00019233466,0.000100751466,0.0000069165435],"category_scores_gemma":[0.008847319,0.0000849115,0.000043740467,0.000084279134,0.00023765313,0.0003345058,0.00005072601,0.00011515905,4.0935817e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028866858,0.00009956504,0.24056032,0.0010065013,0.000020524605,2.0424952e-7,0.17283763,4.7394044e-9,0.000032720414,0.021188486,0.0014008072,0.56282437],"study_design_scores_gemma":[0.0012011606,0.00016024141,0.9596267,0.000050312625,0.0000018202255,3.2449645e-7,0.019761823,0.000010390038,0.000006602936,0.0016517288,0.017422631,0.00010629753],"about_ca_topic_score_codex":0.0065729134,"about_ca_topic_score_gemma":0.013331929,"teacher_disagreement_score":0.7190663,"about_ca_system_score_codex":0.00021620374,"about_ca_system_score_gemma":0.00033951586,"threshold_uncertainty_score":0.9995016},"labels":[],"label_agreement":null},{"id":"W2620850823","doi":"10.1017/cjn.2017.187","title":"P.103 Studying behaviors among neurosurgery residents using web 2.0 analytic tools","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Systems, Applications & Products in Data Processing (Canada); Toronto Public Health","funders":"","keywords":"Neurosurgery; Subspecialty; Pediatric neurosurgery; Upload; Medical education; Medicine; Curriculum; Preference; Residency training; Psychology; World Wide Web; Family medicine; Computer science; Surgery; Pedagogy","score_opus":0.23393469063247022,"score_gpt":0.4076214471323066,"score_spread":0.17368675649983636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2620850823","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.981232,0.00057018327,0.000005459353,0.0056748954,0.0094258785,0.00046437385,0.000010253373,0.00002734019,0.0025896272],"genre_scores_gemma":[0.99610513,0.00058430654,0.000718202,0.0010918048,0.0014462936,0.000010357044,1.9440695e-7,0.000019248502,0.000024472689],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99123484,0.0026328394,0.001339028,0.00069523614,0.0018059473,0.0022921057],"domain_scores_gemma":[0.98990303,0.0026872156,0.002577349,0.0003594747,0.0009112173,0.003561694],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.014117505,0.0003751747,0.0007001132,0.0013548987,0.023305051,0.004669925,0.004778756,0.0003475029,0.00023804313],"category_scores_gemma":[0.039081268,0.00030766134,0.00034360337,0.0013366751,0.019563172,0.004343512,0.00013452752,0.0016656249,0.0000062123117],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020253556,0.000026595957,0.9906537,0.0000047107255,0.000008036187,0.0020347252,0.0019315709,0.00044219868,0.000018441362,0.00041361764,0.00026106925,0.0041850633],"study_design_scores_gemma":[0.00020981491,0.0066509927,0.98292816,0.00008741284,0.000070856666,0.0013303475,0.0015876149,0.0004411096,0.000013242807,0.0038814628,0.00242486,0.00037412188],"about_ca_topic_score_codex":0.062720105,"about_ca_topic_score_gemma":0.442147,"teacher_disagreement_score":0.3794269,"about_ca_system_score_codex":0.00085645454,"about_ca_system_score_gemma":0.01456299,"threshold_uncertainty_score":0.99993753},"labels":[],"label_agreement":null},{"id":"W2621401417","doi":"10.1016/j.jsurg.2017.05.019","title":"Studying Behaviors Among Neurosurgery Residents Using Web 2.0 Analytic Tools","year":2017,"lang":"en","type":"article","venue":"Journal of surgical education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Subspecialty; Neurosurgery; Upload; Pediatric neurosurgery; Medical education; Curriculum; Preference; Medicine; The Internet; Psychology; World Wide Web; Computer science; Family medicine; Surgery; Pedagogy; Statistics","score_opus":0.2155251108702391,"score_gpt":0.4750776092383642,"score_spread":0.2595524983681251,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2621401417","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9774642,0.00021901536,0.000003053499,0.0035009808,0.01728823,0.00032594948,6.9558047e-7,0.000010491563,0.0011873608],"genre_scores_gemma":[0.99512553,0.00053584593,0.00019496589,0.00004551297,0.0039503896,0.000017813854,8.8052883e-7,0.000013155321,0.00011588197],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976802,0.00040934945,0.00066632,0.00014457759,0.00080297014,0.00029661146],"domain_scores_gemma":[0.99609566,0.0011133676,0.0015422796,0.0002456952,0.0006302254,0.00037276506],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0026952627,0.000096383206,0.00027243895,0.00023994794,0.0014613745,0.00051612704,0.00043069944,0.00012972283,0.00013395991],"category_scores_gemma":[0.0074243094,0.00009609443,0.00014546432,0.00022906408,0.00029541188,0.0015533442,0.00003112513,0.00033881245,0.000007855433],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002054412,0.00025761465,0.96323484,0.00001318933,0.000009992058,0.00001638046,0.005500261,0.000008326718,0.00006167059,0.00024173214,0.00059872185,0.03003672],"study_design_scores_gemma":[0.00021614626,0.000029180497,0.9828852,0.00019087267,0.00007210101,0.00001370474,0.005443679,0.000018596851,0.00001926685,0.0002695991,0.01072989,0.00011178694],"about_ca_topic_score_codex":0.0052024815,"about_ca_topic_score_gemma":0.00027147433,"teacher_disagreement_score":0.029924931,"about_ca_system_score_codex":0.000550605,"about_ca_system_score_gemma":0.0036129227,"threshold_uncertainty_score":0.9998386},"labels":[],"label_agreement":null},{"id":"W2624136507","doi":"10.2147/amep.s112594","title":"Social media as an open-learning resource in medical education: current perspectives","year":2017,"lang":"en","type":"review","venue":"Advances in Medical Education and Practice","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":108,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"","keywords":"Social media; Scopus; Empirical research; Inclusion (mineral); Medical education; Resource (disambiguation); Psychology; MEDLINE; Medical literature; Empirical evidence; Medicine; Computer science; World Wide Web; Social psychology; Political science","score_opus":0.23339312342993498,"score_gpt":0.6444263096523045,"score_spread":0.4110331862223695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2624136507","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000028949069,0.90571904,0.0000021285405,0.033405248,0.009606646,0.0016455906,0.0000013218348,0.00003849566,0.04955255],"genre_scores_gemma":[0.00012062658,0.98725116,0.00037852206,0.0011442112,0.008247374,0.0024971215,0.00013348772,0.000043078984,0.00018443908],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9877619,0.00762688,0.00106196,0.000908108,0.0020643184,0.0005768051],"domain_scores_gemma":[0.973024,0.022679616,0.0017616749,0.00048134458,0.0004908951,0.0015624522],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.011844713,0.000352727,0.0011121982,0.00042998162,0.0012338259,0.00041334468,0.0017851893,0.00095070957,0.0015930637],"category_scores_gemma":[0.45850158,0.00035869947,0.000074844655,0.0008972028,0.0011904788,0.0027923088,0.0002371798,0.0030538118,0.00006379938],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020767518,0.0013807063,0.00006227256,0.0009345331,0.000005990946,0.0000041137173,0.08899805,1.3921517e-8,2.7201874e-10,0.037102994,0.0010699965,0.8704206],"study_design_scores_gemma":[0.00021535561,0.000034062778,0.00009889795,0.0069059003,0.00007178471,0.00003405808,0.09761735,0.00000121818,1.5220882e-9,0.0026850682,0.8920197,0.00031658777],"about_ca_topic_score_codex":0.003594388,"about_ca_topic_score_gemma":0.0080828,"teacher_disagreement_score":0.8909497,"about_ca_system_score_codex":0.0010829486,"about_ca_system_score_gemma":0.067079484,"threshold_uncertainty_score":0.9998865},"labels":[],"label_agreement":null},{"id":"W2624447704","doi":"10.1071/hc16048","title":"Breast cancer information communicated on a public online platform: an analysis of ‘Yahoo! Answer Japan’","year":2017,"lang":"en","type":"article","venue":"Journal of Primary Health Care","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Breast cancer; Medicine; The Internet; Breast cancer awareness; Population; Health information; Family medicine; Cancer; Internet privacy; World Wide Web; Health care; Internal medicine; Computer science; Environmental health","score_opus":0.12392688735475618,"score_gpt":0.4507217156665944,"score_spread":0.32679482831183826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2624447704","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94534904,0.0007529446,0.000009803253,0.05002805,0.0023871094,0.00046621013,0.00024836394,0.000015866864,0.00074258965],"genre_scores_gemma":[0.99326515,0.0025466853,0.0005235845,0.0027430544,0.00074917433,0.000019339901,0.00014088913,0.000008488174,0.0000036492697],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9973686,0.0003708764,0.0009645393,0.000086290966,0.00086391723,0.00034580234],"domain_scores_gemma":[0.9938621,0.0003675013,0.0030145703,0.0005136683,0.0017443256,0.0004978707],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018430202,0.0001064312,0.0005534024,0.0006105469,0.0010962377,0.00011993827,0.0008600801,0.00015005053,0.00009651473],"category_scores_gemma":[0.0010453152,0.0000981227,0.00015326303,0.00057094666,0.00022347175,0.0022604428,0.000044328575,0.00044664057,0.0000020738678],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024582507,0.0003736723,0.31193393,0.00028515313,0.00026874308,7.16744e-7,0.17524776,0.00007277743,0.000004142873,0.000812176,0.0018996081,0.5088555],"study_design_scores_gemma":[0.0004319769,0.00021736472,0.9531316,0.00010790178,0.00011762826,0.0000016738821,0.02872767,0.000039789345,0.0000013028582,0.000024211144,0.017112747,0.00008610634],"about_ca_topic_score_codex":0.036411177,"about_ca_topic_score_gemma":0.035135224,"teacher_disagreement_score":0.6411977,"about_ca_system_score_codex":0.0024793525,"about_ca_system_score_gemma":0.006165282,"threshold_uncertainty_score":0.99946886},"labels":[],"label_agreement":null},{"id":"W2624521340","doi":"10.2196/publichealth.7181","title":"Measuring Audience Engagement for Public Health Twitter Chats: Insights From #LiveFitNOLA","year":2017,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Centers for Disease Control and Prevention; Tulane University","keywords":"Social media; Health communication; Public health; Internet privacy; Public engagement; Psychology; World Wide Web; Computer science; Public relations; Political science; Medicine","score_opus":0.367036912313313,"score_gpt":0.4284811759480527,"score_spread":0.061444263634739704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2624521340","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.58083296,0.003910905,0.0008988529,0.40154776,0.00612776,0.004605257,0.000040835646,0.000202115,0.0018335761],"genre_scores_gemma":[0.9840992,0.0027123487,0.0008932233,0.0077842255,0.0018599933,0.0024833668,0.00005003583,0.000027189913,0.00009039627],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9950277,0.0014027555,0.0006507026,0.0006825887,0.0007050807,0.001531178],"domain_scores_gemma":[0.9942104,0.0018509459,0.00088542356,0.0006494306,0.0004119668,0.001991827],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0066589178,0.00021920771,0.00051542476,0.00015956617,0.0071436292,0.0008154234,0.0006996003,0.00016414342,0.000033537726],"category_scores_gemma":[0.011318579,0.00022218615,0.00006540424,0.0002443112,0.00046573812,0.0008304672,0.00011673716,0.00033534225,0.000019267523],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018399192,0.00018103933,0.44408727,0.0003375349,0.000025376992,7.171434e-7,0.20172773,9.986629e-8,0.0000024449334,0.011603629,0.006884966,0.33513078],"study_design_scores_gemma":[0.00039391985,0.00009141854,0.38057512,0.000027453547,2.0316034e-7,1.7154547e-7,0.006296266,0.000028335226,2.182959e-7,0.00060299487,0.61181754,0.00016638545],"about_ca_topic_score_codex":0.01644659,"about_ca_topic_score_gemma":0.017734872,"teacher_disagreement_score":0.60493255,"about_ca_system_score_codex":0.0009087017,"about_ca_system_score_gemma":0.0062511656,"threshold_uncertainty_score":0.9993825},"labels":[],"label_agreement":null},{"id":"W2625406197","doi":"10.4300/jgme-d-17-00015.1","title":"Podcasting in Medical Education: How Long Should an Educational Podcast Be?","year":2017,"lang":"en","type":"letter","venue":"Journal of Graduate Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":61,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Active listening; Graduate medical education; Medical education; Medicine; Psychology; Accreditation","score_opus":0.2650472194085818,"score_gpt":0.49102100320937997,"score_spread":0.2259737838007982,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2625406197","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.029563548,0.0013226523,0.00002215915,0.90124685,0.06465058,0.0009302925,0.00000600607,0.000028379243,0.0022295152],"genre_scores_gemma":[0.066506356,0.0028006388,0.0014437716,0.62865764,0.29409343,0.0008299903,0.0009356739,0.0002031908,0.0045292717],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9862089,0.0022147417,0.0018176091,0.00066285394,0.008054038,0.0010418133],"domain_scores_gemma":[0.98700637,0.0038294587,0.0034479627,0.00074436003,0.0027489497,0.0022229042],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.009150938,0.00051227823,0.0010114503,0.0012605237,0.0010596196,0.0005776397,0.0026302363,0.0026290019,0.0028194934],"category_scores_gemma":[0.15827498,0.0005136103,0.00031004712,0.00076647196,0.0011866912,0.0015272644,0.00009028146,0.0072065797,0.000034242843],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016264301,0.0011509755,0.009022486,0.00022792941,0.000033027016,0.00008447597,0.012285929,1.9687279e-7,2.2268132e-7,0.0005812379,0.81303626,0.163561],"study_design_scores_gemma":[0.00049351674,0.00014909009,0.025805606,0.003381241,0.00012067598,0.00049382256,0.0073441546,0.000029021885,0.0000012191922,0.004434386,0.9571534,0.0005938677],"about_ca_topic_score_codex":0.006773006,"about_ca_topic_score_gemma":0.0046130805,"teacher_disagreement_score":0.2725892,"about_ca_system_score_codex":0.002486331,"about_ca_system_score_gemma":0.18065631,"threshold_uncertainty_score":0.999841},"labels":[],"label_agreement":null},{"id":"W2625870057","doi":"10.15173/mjc.v9i0.272","title":"Medicine 2.0 Meets Ontario Hospitals: Why Hospitals Have Been Slow to Adopt Social Media","year":2013,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Social media; Conversation; Public relations; The Internet; Health care; Investment (military); Social care; Business; Psychology; Nursing; Medicine; Political science","score_opus":0.08770996142919407,"score_gpt":0.3600907400058147,"score_spread":0.27238077857662063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2625870057","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6436229,0.001123435,0.000088674686,0.3423555,0.0022088925,0.0011382294,0.0000011169572,0.000023700552,0.009437584],"genre_scores_gemma":[0.9932784,0.00041400496,0.0016264733,0.0020835358,0.0021033734,0.0001661265,0.0000046500427,0.000022131453,0.00030133384],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9964087,0.0012608636,0.00084701675,0.00012229194,0.0009876518,0.00037348128],"domain_scores_gemma":[0.99388236,0.0032404144,0.00093914795,0.0005132658,0.0011211507,0.00030365342],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0038762065,0.00015577185,0.00037611992,0.00015578112,0.0009699211,0.0001282761,0.0019644904,0.00015195528,0.0013594123],"category_scores_gemma":[0.005134964,0.000115636576,0.00010425057,0.00034807375,0.00054690137,0.0006996233,0.00018260864,0.00059237686,0.00010688505],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029970337,0.0000706717,0.013929167,0.000008051199,0.000052600284,4.2442554e-7,0.82284474,0.000003578676,0.000069562164,0.002162665,0.06499512,0.09583346],"study_design_scores_gemma":[0.0007368915,0.00026002663,0.6207278,0.00032510736,0.00012410495,0.000004919785,0.09649531,0.0000072726525,0.00005265827,0.019570086,0.26141724,0.0002786031],"about_ca_topic_score_codex":0.05283466,"about_ca_topic_score_gemma":0.056956507,"teacher_disagreement_score":0.7263494,"about_ca_system_score_codex":0.000738449,"about_ca_system_score_gemma":0.00047469273,"threshold_uncertainty_score":0.9995535},"labels":[],"label_agreement":null},{"id":"W2627042863","doi":"10.1200/jco.2016.34.15_suppl.e18200","title":"Will academic and community physicians engage and share knowledge in an online physician social network? Lessons from the Radiation Oncology Community","year":2016,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Radiation oncology; Medicine; Medical education; Quarter (Canadian coin); Family medicine; Internal medicine; Radiation therapy","score_opus":0.5344782807099057,"score_gpt":0.6039480889203614,"score_spread":0.06946980821045579,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2627042863","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91013134,0.0006297847,0.000013500256,0.0856354,0.0028178797,0.00032354513,0.000034392964,0.000012045903,0.00040209095],"genre_scores_gemma":[0.98112583,0.0031094395,0.00018682572,0.0037969926,0.0117329545,0.000019926645,0.000010483442,0.0000128111,0.000004754161],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.96236414,0.035624675,0.0013161043,0.00012565473,0.00021629686,0.0003531377],"domain_scores_gemma":[0.91667575,0.081077814,0.0016118671,0.00015961325,0.00023533773,0.00023960735],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.017039282,0.0001226364,0.00086964574,0.00005145871,0.0016887449,0.00001893604,0.0005878965,0.0007996878,0.000015676611],"category_scores_gemma":[0.017953344,0.00008540138,0.00010343926,0.00025720347,0.001484424,0.0006128836,0.00013488781,0.005446529,0.0000021018095],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017477943,0.0011441836,0.09663055,0.000004799364,0.000026993606,0.0000016354143,0.08740401,6.858973e-7,0.000043884545,0.00077442185,0.0009594231,0.8128346],"study_design_scores_gemma":[0.0017154837,0.0013329069,0.86418563,0.00010078536,0.00006108024,8.917256e-7,0.04360799,0.000012481509,0.0000013122717,0.011685035,0.07720391,0.000092477225],"about_ca_topic_score_codex":0.00433575,"about_ca_topic_score_gemma":0.088968724,"teacher_disagreement_score":0.8127422,"about_ca_system_score_codex":0.0004807982,"about_ca_system_score_gemma":0.0020619917,"threshold_uncertainty_score":0.9996109},"labels":[],"label_agreement":null},{"id":"W2666786416","doi":"10.1200/jco.2017.35.15_suppl.1548","title":"Use of a marketing plan for recruitment to a lung cancer screening study.","year":2017,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; Ontario Clinical Oncology Group; Memorial University of Newfoundland; Juravinski Cancer Centre; Institut universitaire de cardiologie et de pneumologie de Québec; BC Cancer Agency; Brock University; University of Calgary; Princess Margaret Cancer Centre; Toronto Metropolitan University; Ottawa Hospital; Queen Elizabeth II Health Sciences Centre","funders":"","keywords":"Medicine; Lung cancer; Newsprint; Lung cancer screening; Family medicine; Psychological intervention; Surgery; Internal medicine; Nursing","score_opus":0.8420284548449493,"score_gpt":0.6988236664625629,"score_spread":0.14320478838238637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2666786416","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9545102,0.00010183434,0.00020406314,0.031350356,0.011292036,0.002229071,0.0000040843815,0.000004019426,0.00030432618],"genre_scores_gemma":[0.97170126,0.00034653084,0.020625023,0.0007262165,0.0061183316,0.00038199467,1.9153755e-7,0.000010515546,0.00008994698],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99574524,0.0018683947,0.0016154377,0.00013012458,0.00038910817,0.0002516877],"domain_scores_gemma":[0.9604301,0.034935337,0.0033953735,0.00015801803,0.00071404246,0.00036712526],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.025617704,0.0000611737,0.0007066742,0.00007404522,0.00047581055,0.000040255025,0.000406553,0.00020196813,0.000049447437],"category_scores_gemma":[0.2149255,0.000053131924,0.00018226328,0.00006692247,0.00017940096,0.0002201215,0.000055235843,0.00032753742,6.4348603e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014634342,0.00036002163,0.56127477,0.000012921535,0.0000768038,0.000004190431,0.008002907,0.000007938631,0.0000028421716,0.000051709943,0.0028886306,0.42585385],"study_design_scores_gemma":[0.00096120173,0.0016604769,0.75980836,0.0001298542,0.00009778802,4.1934598e-7,0.003774635,0.00002888559,0.0000018574474,0.00004358796,0.2334447,0.000048245325],"about_ca_topic_score_codex":0.0043664575,"about_ca_topic_score_gemma":0.0090837125,"teacher_disagreement_score":0.4258056,"about_ca_system_score_codex":0.00028239985,"about_ca_system_score_gemma":0.0029082354,"threshold_uncertainty_score":0.8878636},"labels":[],"label_agreement":null},{"id":"W2669545879","doi":"10.2196/resprot.6927","title":"An Interactive, Mobile-Based Tool for Personal Social Network Data Collection and Visualization Among a Geographically Isolated and Socioeconomically Disadvantaged Population: Early-Stage Feasibility Study With Qualitative User Feedback","year":2017,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Office of Women's Health; National Institute on Drug Abuse; Centers for Disease Control and Prevention; National Center for Chronic Disease Prevention and Health Promotion; U.S. Department of Health and Human Services","keywords":"Data collection; Social network (sociolinguistics); Population; Qualitative research; Qualitative property; Disadvantaged; mHealth; Psychological intervention; Computer science; Applied psychology; Psychology; Medical education; Medicine; Nursing; World Wide Web; Social media; Environmental health","score_opus":0.3624610559337396,"score_gpt":0.6382511527040061,"score_spread":0.2757900967702665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2669545879","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6535766,7.100696e-7,0.00032016204,0.00041699872,0.000031725718,0.3455593,0.000041608626,0.00004300109,0.0000098577075],"genre_scores_gemma":[0.5411036,5.4267315e-7,0.00029690526,0.000010485214,0.00031326184,0.45816407,0.00006859399,0.000018848006,0.000023674258],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9937597,0.0037685926,0.00040203758,0.0008134882,0.0006744953,0.000581715],"domain_scores_gemma":[0.99552286,0.0025573948,0.00043219005,0.00043862587,0.00079307985,0.00025583248],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.007879276,0.00017513956,0.00031206352,0.00012971702,0.0062332964,0.0012032846,0.00047791578,0.00021787282,0.000040999108],"category_scores_gemma":[0.0022459633,0.00017101328,0.000032466447,0.0003258373,0.001413397,0.0019591174,0.00014631005,0.00045369368,9.717269e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034420409,0.00078657025,0.8926387,0.00012169404,0.000029547233,5.5050975e-7,0.10074908,0.0000012101737,0.000008276438,0.00024221724,0.00009356407,0.0018865413],"study_design_scores_gemma":[0.002719575,0.0029629194,0.95866805,0.00014587906,0.000008473558,7.5057514e-8,0.031772006,0.0021233389,0.0000010615465,0.0004673291,0.0009251298,0.00020614623],"about_ca_topic_score_codex":0.006183596,"about_ca_topic_score_gemma":0.017786138,"teacher_disagreement_score":0.112604775,"about_ca_system_score_codex":0.00040968563,"about_ca_system_score_gemma":0.00065537205,"threshold_uncertainty_score":0.9998336},"labels":[],"label_agreement":null},{"id":"W2684671419","doi":"10.1155/2017/6183148","title":"What Kind of Doctor Do You Want to Be? Geriatric Medicine Podcast as a Career Planning Resource","year":2017,"lang":"en","type":"article","venue":"BioMed Research International","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"Ottawa Hospital Research Institute; University of Ottawa","keywords":"Resource (disambiguation); Specialty; Medical education; Geriatrics; Point (geometry); Field (mathematics); Medicine; Psychology; Computer science; Family medicine","score_opus":0.44177172165047957,"score_gpt":0.5737789815521932,"score_spread":0.13200725990171364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2684671419","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.71457005,0.00034074453,0.000007758447,0.24640113,0.01777,0.0010128168,0.000025708276,0.000024306913,0.019847475],"genre_scores_gemma":[0.986818,0.0002769826,0.00025568443,0.0002329202,0.008844848,0.00032487788,0.00003173911,0.000018056675,0.0031968886],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99556005,0.00040039892,0.00031899105,0.0003327691,0.002841913,0.00054589397],"domain_scores_gemma":[0.9960965,0.0016432189,0.0002223091,0.00039193002,0.0011674028,0.00047866823],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0048431843,0.00009488305,0.00018048822,0.000800655,0.0010927976,0.00037941302,0.0014260627,0.00014302558,0.0011191457],"category_scores_gemma":[0.02671295,0.00008711088,0.000044958273,0.00050575583,0.001038276,0.000459243,0.000265094,0.0002954534,0.00009419892],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00065563864,0.00035593443,0.06303927,0.00012704752,0.0001850984,0.00007648264,0.5427353,0.0000050228073,0.0061240583,0.048167296,0.18922074,0.14930815],"study_design_scores_gemma":[0.00039229862,0.00015210432,0.05555013,0.0002691136,0.000004570169,0.0000014807022,0.0375412,0.000008813646,0.00024909645,0.0009870807,0.9047434,0.00010076757],"about_ca_topic_score_codex":0.015396961,"about_ca_topic_score_gemma":0.00057541695,"teacher_disagreement_score":0.7155226,"about_ca_system_score_codex":0.00065253774,"about_ca_system_score_gemma":0.0008648151,"threshold_uncertainty_score":0.99979395},"labels":[],"label_agreement":null},{"id":"W2723123689","doi":"10.1016/j.nedt.2017.06.009","title":"Social media in nurse education: Utilization and E-professionalism","year":2017,"lang":"en","type":"article","venue":"Nurse Education Today","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":115,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Newfoundland and Labrador Centre for Applied Health Research","funders":"","keywords":"Bachelor; Social media; Medical education; Psychology; Nurse educator; Academic year; Nurse education; Pedagogy; Nursing; Medicine; Mathematics education; Political science","score_opus":0.20378243376897892,"score_gpt":0.5102122840090285,"score_spread":0.3064298502400496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2723123689","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7494875,0.0012835135,0.00000527771,0.15010652,0.043738816,0.0015670639,0.0000052698692,0.000088200766,0.053717837],"genre_scores_gemma":[0.9905514,0.00025012475,0.0003318481,0.0005904305,0.005159369,0.001167428,0.00006945694,0.000023848486,0.0018561013],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9980113,0.0004180751,0.000358989,0.00036226984,0.0004858376,0.00036354098],"domain_scores_gemma":[0.99794465,0.0006826383,0.00040848373,0.0003450832,0.00039923473,0.0002199118],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009898572,0.00014794481,0.00019458837,0.00021923194,0.002288283,0.00022448525,0.00039322383,0.0002999376,0.00045728407],"category_scores_gemma":[0.007518686,0.00017115881,0.00003587739,0.0002804505,0.000573534,0.0007694081,0.000017836437,0.0002550872,0.00007784555],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011739346,0.00046646444,0.061673522,0.000028312861,0.0000027064739,1.4769573e-7,0.19367604,4.4199172e-8,0.000010476218,0.23835073,0.016499382,0.48928043],"study_design_scores_gemma":[0.00020898075,0.0000058997434,0.7123928,0.0001177627,0.000012700054,5.664159e-7,0.09138234,0.0000034446275,0.000019904208,0.027206287,0.16847174,0.00017754747],"about_ca_topic_score_codex":0.0037892272,"about_ca_topic_score_gemma":0.004850646,"teacher_disagreement_score":0.6507193,"about_ca_system_score_codex":0.0005113889,"about_ca_system_score_gemma":0.0061663715,"threshold_uncertainty_score":0.99946773},"labels":[],"label_agreement":null},{"id":"W2731331196","doi":"10.1093/geroni/igx004.2671","title":"CHANGES IN DRIVERS’ READINESS FOR MOBILITY TRANSITION, SELF-RESTRICTION, AND HEALTH","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa; Baycrest Hospital; Toronto Rehabilitation Institute; University of Toronto; University Health Network; University of Victoria; NOSM University; Ottawa Hospital; St. Joseph's Care Group; Lakehead University","funders":"","keywords":"Cohort; Demography; Medicine; Situational ethics; Activities of daily living; Preparedness; Occupational safety and health; Injury prevention; Gerontology; Poison control; Psychology; Environmental health; Physical therapy; Internal medicine; Social psychology","score_opus":0.15315940390310898,"score_gpt":0.4484089041764943,"score_spread":0.29524950027338537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2731331196","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89381045,0.000025582276,0.000576768,0.10239788,0.0016675255,0.0012701458,0.000003134761,0.000044987817,0.00020350202],"genre_scores_gemma":[0.99721974,0.0001926229,0.0010638346,0.00048634192,0.00042338314,0.000591243,0.000011326862,0.000005397016,0.000006097569],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991133,0.000084814674,0.00028229874,0.00017643756,0.00013153457,0.00021158614],"domain_scores_gemma":[0.9991164,0.00026486407,0.0002435762,0.00011843821,0.00022268452,0.000034017015],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00270216,0.000051674142,0.00010942653,0.00029049246,0.0008049035,0.00007001946,0.00009566803,0.000067784626,0.0000047469493],"category_scores_gemma":[0.0015208228,0.00006481119,0.0000059099007,0.0006380268,0.00009331574,0.00032917905,0.000007630025,0.00009328104,5.3153985e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000526348,0.000069199436,0.74380445,0.000121633515,0.0000020088107,2.2314305e-7,0.18706061,0.000006218588,0.000017174987,0.041386165,0.00018728957,0.02733979],"study_design_scores_gemma":[0.0003758765,0.000016069358,0.9745582,0.00007952564,0.0000012370009,9.5928215e-8,0.010647298,0.00011914109,0.000019788085,0.008108817,0.0060023614,0.00007158704],"about_ca_topic_score_codex":0.016888343,"about_ca_topic_score_gemma":0.037092846,"teacher_disagreement_score":0.23075378,"about_ca_system_score_codex":0.000498202,"about_ca_system_score_gemma":0.00037023335,"threshold_uncertainty_score":0.9896583},"labels":[],"label_agreement":null},{"id":"W2732078405","doi":"10.1016/j.wneu.2017.05.111","title":"YouTube as a Source of Information on Neurosurgery","year":2017,"lang":"en","type":"article","venue":"World Neurosurgery","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":102,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; University of Toronto","funders":"","keywords":"Neurosurgery; Upload; Medicine; Context (archaeology); Videography; Social media; Entertainment; Medical physics; Medical education; Advertising; Surgery; World Wide Web; Computer science","score_opus":0.08696463706421005,"score_gpt":0.36865964837339205,"score_spread":0.281695011309182,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2732078405","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92162347,0.000015590987,0.00000722639,0.012783121,0.017228624,0.0006020653,0.0000040393065,0.00011990757,0.04761598],"genre_scores_gemma":[0.9952831,0.000090294634,0.000015509657,0.0025394154,0.0009303234,0.00013451469,0.000004401734,0.000017341152,0.0009851007],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99788684,0.00030740176,0.0005190886,0.00018891015,0.0006814805,0.00041630174],"domain_scores_gemma":[0.9950289,0.0031893756,0.00081216835,0.00059148355,0.00015301497,0.00022505109],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.001217756,0.00012934415,0.0002566724,0.00038315673,0.0013333686,0.0002238477,0.00040343293,0.00008549155,0.00013959441],"category_scores_gemma":[0.023261163,0.00014279688,0.0001292693,0.00036035333,0.00042886837,0.00091400766,0.000052998443,0.00023946624,0.00025658097],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020653912,0.00025421768,0.7322476,0.00011974356,0.000012756221,0.0000106197995,0.022252943,0.000028348268,0.00023570021,0.026178328,0.031597394,0.1868558],"study_design_scores_gemma":[0.00012069907,0.000031526986,0.38678306,0.00007033589,0.000008737912,7.659752e-7,0.00040793885,0.000008928382,0.0005793903,0.00043737033,0.61138934,0.0001618875],"about_ca_topic_score_codex":0.005423921,"about_ca_topic_score_gemma":0.00037391562,"teacher_disagreement_score":0.57979196,"about_ca_system_score_codex":0.00008262798,"about_ca_system_score_gemma":0.00049477763,"threshold_uncertainty_score":0.99996674},"labels":[],"label_agreement":null},{"id":"W2734705965","doi":"10.2196/ijmr.7402","title":"Health-Related Coping and Social Interaction in People with Multiple Sclerosis Supported by a Social Network: Pilot Study With a New Methodological Approach","year":2017,"lang":"en","type":"article","venue":"Interactive Journal of Medical Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Closeness; Psychology; Coping (psychology); Social network (sociolinguistics); Feeling; Applied psychology; Social support; Social psychology; Computer science; Social media; World Wide Web; Clinical psychology","score_opus":0.5896885942081328,"score_gpt":0.5752331682533504,"score_spread":0.014455425954782442,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2734705965","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9223182,0.0001225117,0.00089263514,0.07429374,0.0007137815,0.0013935277,0.0000017535083,0.000012349381,0.00025150314],"genre_scores_gemma":[0.99719924,0.00020796452,0.00076164055,0.00014393208,0.0015121121,0.00012571814,0.00000325703,0.000020591046,0.000025560734],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9888002,0.005952855,0.00079935516,0.00034138243,0.003273635,0.00083257194],"domain_scores_gemma":[0.9858391,0.011519036,0.0011017241,0.00012284386,0.0007593714,0.0006578671],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.02276298,0.00015920504,0.00073124113,0.0002792547,0.0022676114,0.00033027315,0.0006969749,0.00020198007,0.00015833673],"category_scores_gemma":[0.0266626,0.00011961129,0.00004472694,0.00054807577,0.0009550575,0.0007100209,0.0001604777,0.0029848833,0.0000024432536],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011067212,0.0036665583,0.48673257,0.0000822077,0.00031414308,0.00006498775,0.34146184,0.00000487852,0.000058424648,0.00027102092,0.014052928,0.14222322],"study_design_scores_gemma":[0.005594706,0.006969379,0.85023737,0.00061133935,0.000027876598,0.00004125307,0.13311648,0.00014994052,0.000006699929,0.00030665446,0.0027375885,0.0002007394],"about_ca_topic_score_codex":0.076471135,"about_ca_topic_score_gemma":0.04281549,"teacher_disagreement_score":0.36350477,"about_ca_system_score_codex":0.0011286155,"about_ca_system_score_gemma":0.003803521,"threshold_uncertainty_score":0.99931526},"labels":[],"label_agreement":null},{"id":"W2736564473","doi":"10.1111/medu.13359","title":"Comparing alternative and traditional dissemination metrics in medical education","year":2017,"lang":"en","type":"review","venue":"Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":82,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Network for Innovation in Education; Medical Council of Canada; University of Ottawa","funders":"","keywords":"Medical education; MEDLINE; Medicine; Psychology; Political science","score_opus":0.3485655607063506,"score_gpt":0.5731468814819812,"score_spread":0.22458132077563064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2736564473","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00039286405,0.95972145,0.000025550222,0.009400505,0.02009291,0.0021034933,0.00000554464,0.000046603094,0.008211096],"genre_scores_gemma":[0.0015040234,0.98806643,0.00015607571,0.0003992702,0.006082982,0.002953431,0.0005715002,0.00003452344,0.00023177352],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99442077,0.0011366329,0.0009662903,0.0005700577,0.002480861,0.00042541375],"domain_scores_gemma":[0.99347675,0.0041984944,0.0008727425,0.00031298635,0.0003047338,0.0008343176],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0045303563,0.0002905673,0.0009821416,0.0008751352,0.00063203427,0.00017576534,0.0008092063,0.0010649781,0.00081090647],"category_scores_gemma":[0.11525289,0.0002968507,0.00012316348,0.0008338529,0.000652041,0.000416422,0.00006764158,0.001114925,0.000046907957],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000013526923,0.0005890863,0.000792617,0.001674638,0.000011788108,0.000001209194,0.0054124338,8.3931635e-9,1.0358818e-9,0.013265823,0.0053289104,0.97292215],"study_design_scores_gemma":[0.00009931158,0.000014263402,0.0019257958,0.015957069,0.000089140776,0.000011429732,0.0010996482,0.000054043347,2.1801958e-8,0.0016894218,0.9787971,0.0002627913],"about_ca_topic_score_codex":0.007200299,"about_ca_topic_score_gemma":0.003714859,"teacher_disagreement_score":0.9734681,"about_ca_system_score_codex":0.0018759635,"about_ca_system_score_gemma":0.049765214,"threshold_uncertainty_score":0.9999484},"labels":[],"label_agreement":null},{"id":"W2736690871","doi":"10.1177/0196859917722364","title":"Making the Virtual Rounds: The Use of Blogs by Health-Care Professionals","year":2017,"lang":"en","type":"article","venue":"Journal of Communication Inquiry","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; McMaster University","funders":"","keywords":"Negotiation; Thematic analysis; Health care; Reputation; Public relations; Health professionals; Social media; Sociology; Work (physics); Qualitative research; Digital health; Everyday life; Nursing; Psychology; Medicine; Political science; Social science","score_opus":0.4991677617678725,"score_gpt":0.5463730715155848,"score_spread":0.04720530974771231,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2736690871","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5081787,0.012919502,0.0002723467,0.46891662,0.007889291,0.0012246519,0.000007447218,0.0000153221,0.00057608803],"genre_scores_gemma":[0.99469084,0.001981023,0.00058018026,0.0018342234,0.00079418335,0.000049740214,0.0000023701682,0.000008528582,0.00005890577],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99638385,0.0020786403,0.00066428026,0.000058071462,0.0006370226,0.00017812134],"domain_scores_gemma":[0.99041164,0.004848028,0.0029776208,0.0009229681,0.0007666294,0.00007309095],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0037950508,0.0000668979,0.0001889979,0.000045207835,0.0037804043,0.00019353126,0.0019484354,0.00009174113,0.000032482218],"category_scores_gemma":[0.007661088,0.00004128167,0.000083680025,0.00011580417,0.0012579997,0.0006929774,0.00015311122,0.00049737346,0.000003165628],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054343232,0.00015908589,0.013872276,0.000029200628,0.000043898963,1.453064e-7,0.7471486,0.000010182846,0.00001680404,0.020048408,0.13956344,0.07905363],"study_design_scores_gemma":[0.00026320416,0.00009995356,0.05667093,0.00044878168,0.000023868299,0.0000023763146,0.23638608,0.000009429404,0.000020366875,0.00096589344,0.70502776,0.00008136306],"about_ca_topic_score_codex":0.0012121145,"about_ca_topic_score_gemma":0.00034698498,"teacher_disagreement_score":0.5654643,"about_ca_system_score_codex":0.00026139073,"about_ca_system_score_gemma":0.0012668608,"threshold_uncertainty_score":0.9975165},"labels":[],"label_agreement":null},{"id":"W2742287394","doi":"10.1111/jan.13411","title":"Nursing lives in the blogosphere: A thematic analysis of anonymous online nursing narratives","year":2017,"lang":"en","type":"article","venue":"Journal of Advanced Nursing","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Hamilton Health Sciences; McGill University","funders":"","keywords":"Thematic analysis; Nursing; Feeling; Nurse education; Narrative; Qualitative research; Psychology; Medicine; Sociology; Social psychology","score_opus":0.09782234538052359,"score_gpt":0.4854403396099312,"score_spread":0.3876179942294076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2742287394","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97832,0.0018758769,0.00047604635,0.012779959,0.0027312634,0.0004069428,0.0000020918762,0.000007425201,0.0034003858],"genre_scores_gemma":[0.98627245,0.00022820929,0.012646391,0.000042538868,0.00077976304,0.000006987765,0.0000010951387,0.000011457991,0.000011102257],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9974635,0.0005885276,0.00075538974,0.0001437224,0.00069554267,0.0003532655],"domain_scores_gemma":[0.995655,0.0015797927,0.0020011833,0.00031093296,0.00034254542,0.00011055394],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016189578,0.00012788009,0.00055056805,0.00034476267,0.0009775945,0.00010774359,0.0006786006,0.00008533671,0.000025341844],"category_scores_gemma":[0.0045284345,0.0001013547,0.00020766792,0.00090304425,0.0011286233,0.00074248685,0.0000050390163,0.0003870465,4.1397547e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007994836,0.0007730992,0.004271844,0.000017019403,0.00007422378,0.000005830938,0.67763823,0.00045933962,0.0006034065,0.0019326953,0.000033181754,0.3141112],"study_design_scores_gemma":[0.0004798804,0.00019953708,0.17742722,0.0046914355,0.000465467,0.000010597575,0.78706145,0.0001975545,0.0001484376,0.029065106,0.00010488838,0.00014845922],"about_ca_topic_score_codex":0.00012229626,"about_ca_topic_score_gemma":0.00044145677,"teacher_disagreement_score":0.31396273,"about_ca_system_score_codex":0.00066516176,"about_ca_system_score_gemma":0.00048726,"threshold_uncertainty_score":0.75189656},"labels":[],"label_agreement":null},{"id":"W2742715160","doi":"10.2196/publichealth.7032","title":"The Use of Facebook Advertising for Communicating Public Health Messages: A Campaign Against Drinking During Pregnancy in New Zealand","year":2017,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Advertising; Public health; Health communication; Internet privacy; Teen pregnancy; Pregnancy; Environmental health; Psychology; Business; Medicine; Population; Computer science; Biology","score_opus":0.22404632705967464,"score_gpt":0.4170136747016173,"score_spread":0.19296734764194268,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2742715160","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.71587247,0.006320456,0.0002173881,0.26631498,0.0014617664,0.009135044,0.000016982942,0.00012280585,0.0005380999],"genre_scores_gemma":[0.98360384,0.012818809,0.0009624195,0.0007554169,0.0003027614,0.0011955418,0.000017197082,0.00002877922,0.00031524876],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99554616,0.001534245,0.00085970695,0.00033639072,0.0003981799,0.0013253249],"domain_scores_gemma":[0.9926935,0.0041871676,0.0012599616,0.0007307793,0.00020835822,0.0009202279],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.005283406,0.00015856166,0.0004580644,0.00012449862,0.005227086,0.00065247936,0.00069071265,0.00012652656,0.0000026729658],"category_scores_gemma":[0.0140693365,0.00014558563,0.00005373168,0.0002665096,0.00041485016,0.0007516505,0.0001292422,0.00032372682,6.720132e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009523325,0.000030710275,0.608002,0.00020574896,0.0000054599245,1.8197115e-7,0.0616794,6.185186e-7,0.000001142699,0.00096044916,0.00037293456,0.32873186],"study_design_scores_gemma":[0.0008881926,0.00006593213,0.5312018,0.0005029422,2.1980964e-7,6.834476e-7,0.008171633,0.00012933137,3.4223822e-7,0.00016687342,0.45869595,0.00017613177],"about_ca_topic_score_codex":0.022542402,"about_ca_topic_score_gemma":0.1145399,"teacher_disagreement_score":0.458323,"about_ca_system_score_codex":0.00059496344,"about_ca_system_score_gemma":0.007600417,"threshold_uncertainty_score":0.9980256},"labels":[],"label_agreement":null},{"id":"W2744014351","doi":"10.1016/b978-0-12-805362-1.00004-8","title":"The Facets of Digital Health Professionalism","year":2017,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Set (abstract data type); Engineering ethics; Digital media; Health professions; Health professionals; Digital health; Clinical Practice; Psychology; Public relations; Sociology; Computer science; Health care; Political science; Engineering; Medicine; World Wide Web; Nursing","score_opus":0.1357061277680436,"score_gpt":0.4247756855468687,"score_spread":0.28906955777882504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2744014351","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00005381046,0.0033375358,1.8307597e-7,0.009876149,0.008021457,0.0021770773,0.000042475727,0.000036537145,0.9764548],"genre_scores_gemma":[0.004413916,0.0008875837,0.000024023668,0.00018125049,0.0015506622,0.000242939,0.000015656733,0.0000399042,0.9926441],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979107,0.00011910761,0.00051134155,0.00024685165,0.00080757146,0.00040445503],"domain_scores_gemma":[0.99645656,0.0013459786,0.0011996286,0.0005496591,0.00025415668,0.00019403032],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0013109865,0.00018781178,0.00039053,0.000051291423,0.0021881443,0.00012281,0.0006951602,0.00033358738,0.00006044688],"category_scores_gemma":[0.0014821289,0.00014487423,0.00014860934,0.0000072041553,0.0011203925,0.00008230474,0.000088999295,0.00045308683,0.00008650465],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000039001293,0.000004328064,0.000034227625,0.000053402324,0.000015326823,3.2605587e-7,0.013708673,3.719971e-9,7.843482e-8,0.06800604,0.0006073262,0.91756636],"study_design_scores_gemma":[0.00005987875,0.000022199225,0.00016149186,0.00044285288,0.0000094191955,2.5896475e-7,0.0004274721,4.8533373e-8,5.7734024e-7,0.05949427,0.9392618,0.000119727134],"about_ca_topic_score_codex":0.00007171167,"about_ca_topic_score_gemma":0.00097381836,"teacher_disagreement_score":0.9386545,"about_ca_system_score_codex":0.0003146348,"about_ca_system_score_gemma":0.0038811269,"threshold_uncertainty_score":0.9991109},"labels":[],"label_agreement":null},{"id":"W2745010196","doi":"10.2196/mededu.6429","title":"Attitudes of Health Professional Educators Toward the Use of Social Media as a Teaching Tool: Global Cross-Sectional Study","year":2017,"lang":"en","type":"article","venue":"JMIR Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":57,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Social media; Cross-sectional study; Medical education; Psychology; Public relations; Medicine; Political science","score_opus":0.20128698587432567,"score_gpt":0.5597997670897,"score_spread":0.35851278121537433,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2745010196","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9436035,0.00007132925,0.000005737059,0.034833003,0.019252095,0.0018606693,0.000010922995,0.000030149655,0.00033257616],"genre_scores_gemma":[0.99460685,0.000022122875,0.00017316638,0.00053558056,0.0035749767,0.0009769426,0.000022781984,0.000011470117,0.00007612139],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99474233,0.0014126229,0.0008807617,0.00030739096,0.0022805124,0.00037637525],"domain_scores_gemma":[0.9956313,0.002023346,0.0012011142,0.000358483,0.00048222888,0.00030357626],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0051876428,0.00013702875,0.0003162817,0.00007036516,0.0026606366,0.0001527843,0.0008300707,0.00026229458,0.0004784173],"category_scores_gemma":[0.04988072,0.00011104414,0.00010588855,0.00021091428,0.0013518217,0.000499873,0.00011452247,0.00050367665,0.000014221929],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027263797,0.0026023379,0.77523726,0.000059979186,0.000017905732,9.09342e-8,0.146183,9.973648e-8,4.1401026e-7,0.017226376,0.0034745994,0.05517069],"study_design_scores_gemma":[0.00027801632,0.000059444454,0.9551569,0.00008387108,0.000008571114,8.5476375e-7,0.030814858,0.0000015943847,7.340546e-7,0.0010003124,0.012507708,0.00008713865],"about_ca_topic_score_codex":0.027765604,"about_ca_topic_score_gemma":0.0032176524,"teacher_disagreement_score":0.17991965,"about_ca_system_score_codex":0.0006828877,"about_ca_system_score_gemma":0.024267234,"threshold_uncertainty_score":0.99863774},"labels":[],"label_agreement":null},{"id":"W2746465427","doi":"10.2196/jmir.8049","title":"Patient Participation at Health Care Conferences: Engaged Patients Increase Information Flow, Expand Propagation, and Deepen Engagement in the Conversation of Tweets Compared to Physicians or Researchers","year":2017,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact; University of British Columbia","funders":"National Institute of Mental Health","keywords":"Dissemination; Conversation; Information flow; SPARK (programming language); Information Dissemination; Internet privacy; Health information; Social media; Health care; Public relations; Health communication; Social network (sociolinguistics); Information seeking; World Wide Web; Psychology; Computer science; Medicine; Sociology; Political science; Communication; Information retrieval; Telecommunications","score_opus":0.3419795467436991,"score_gpt":0.5354321491051329,"score_spread":0.1934526023614338,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2746465427","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.975278,0.000045919085,0.00007103366,0.022113042,0.00048756303,0.00172221,0.0000056374065,0.000002848595,0.0002737385],"genre_scores_gemma":[0.99899274,0.00020274843,0.00010153027,0.0003156957,0.00018802454,0.000171889,0.000018301027,0.0000039639176,0.000005129399],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.988235,0.0068078386,0.0007838739,0.00011298177,0.0036994298,0.000360872],"domain_scores_gemma":[0.9931781,0.0038519436,0.0006709887,0.00018556364,0.0017212775,0.00039211437],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.022442408,0.000070572394,0.00022281565,0.00027169273,0.00089123484,0.00018738626,0.00062500034,0.000099227604,0.00013573017],"category_scores_gemma":[0.06606434,0.000049303973,0.00002741907,0.00024182166,0.0005119108,0.0005610982,0.00015748234,0.00095356756,0.000006536635],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043069865,0.00016574007,0.07142334,0.00012311738,0.0000121167,0.000002093876,0.7677256,0.000004746865,0.0000018578121,0.00016169979,0.002878597,0.15707041],"study_design_scores_gemma":[0.0018905981,0.0014691317,0.5975223,0.00093269313,0.000008843434,6.168604e-7,0.3772601,0.00065795035,0.00014704435,0.00010044433,0.019917345,0.00009295305],"about_ca_topic_score_codex":0.022273729,"about_ca_topic_score_gemma":0.021947883,"teacher_disagreement_score":0.52609897,"about_ca_system_score_codex":0.0009254587,"about_ca_system_score_gemma":0.002305963,"threshold_uncertainty_score":0.995899},"labels":[],"label_agreement":null},{"id":"W2747587219","doi":"10.2196/jmir.7071","title":"The Use of Facebook in Recruiting Participants for Health Research Purposes: A Systematic Review","year":2017,"lang":"en","type":"review","venue":"Journal of Medical Internet Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":792,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Internet privacy; Social media; Psychology; Systematic review; MEDLINE; World Wide Web; Medicine; Applied psychology; Computer science","score_opus":0.955916298959609,"score_gpt":0.7570215887201007,"score_spread":0.19889471023950822,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2747587219","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000007719727,0.9595272,0.000009429312,0.021375036,0.0018454305,0.017123604,0.00000627776,0.0000038663406,0.00010141853],"genre_scores_gemma":[0.000018025563,0.9918361,0.000066910085,0.00009672387,0.0013789313,0.0058310283,0.0000023626765,0.000034234923,0.00073573977],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.940645,0.04055046,0.005490682,0.0003744828,0.010873075,0.0020663347],"domain_scores_gemma":[0.8473718,0.14245445,0.0042064907,0.00080180855,0.003816365,0.001349084],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.28403652,0.00019411434,0.0033019332,0.00077721395,0.00087276485,0.00039541323,0.0040560905,0.0005777882,0.00011662316],"category_scores_gemma":[0.65214336,0.00011623426,0.00053090206,0.00090248394,0.0019384867,0.00023939194,0.00034879084,0.0046372823,0.000032931457],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012771108,0.00007222247,0.000004936478,0.50749713,0.00007041423,0.0000128950105,0.0061768247,6.802012e-9,2.7379707e-9,0.00077999075,0.024538301,0.4608345],"study_design_scores_gemma":[0.00007055799,0.00015386315,8.616128e-7,0.4697593,0.000046150995,0.0000068243903,0.0011987815,0.0000047832623,3.0384918e-8,0.000101246835,0.5286168,0.000040797884],"about_ca_topic_score_codex":0.0059042587,"about_ca_topic_score_gemma":0.0068479865,"teacher_disagreement_score":0.5040785,"about_ca_system_score_codex":0.0024831526,"about_ca_system_score_gemma":0.02811316,"threshold_uncertainty_score":0.9976591},"labels":[{"model":"gemma","categories":["metaresearch"],"domain":"methods","study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high"},{"model":"gpt","categories":["metaresearch"],"domain":"methods","study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W2747932410","doi":"10.1097/ceh.0000000000000168","title":"A Review of Digital, Social, and Mobile Technologies in Health Professional Education","year":2017,"lang":"en","type":"review","venue":"Journal of Continuing Education in the Health Professions","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":121,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Thematic analysis; Social media; Medical education; Psychology; Professional development; Health professionals; Knowledge management; Health care; Medicine; Computer science; Qualitative research; Sociology; World Wide Web; Political science","score_opus":0.24727720448663215,"score_gpt":0.5925862063067255,"score_spread":0.3453090018200934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2747932410","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00026863377,0.93507415,0.000001415174,0.050576873,0.0075637735,0.006289172,0.000010219284,0.000015317832,0.00020042925],"genre_scores_gemma":[0.0005738619,0.9957208,0.00022862329,0.00059152424,0.0008079954,0.0017829263,0.000023126868,0.000025041085,0.0002460869],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99177545,0.0038147005,0.003043515,0.0002456747,0.00063737633,0.00048326363],"domain_scores_gemma":[0.98632455,0.0030391277,0.009477315,0.00038151434,0.0006251468,0.00015235726],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0123704905,0.00024579815,0.0018843773,0.0008681197,0.0008539669,0.000076737466,0.00095344195,0.00039221373,0.000011416316],"category_scores_gemma":[0.012187238,0.00017631846,0.00020291115,0.00095414236,0.00039472085,0.00047888703,0.000077306584,0.0016162364,0.000002216975],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000026901969,0.00044782716,0.00039371735,0.06895607,0.000004962196,1.12392826e-7,0.048788626,4.917959e-9,4.5047606e-9,0.00086902425,0.0155783845,0.8649586],"study_design_scores_gemma":[0.000060899714,0.000053057312,0.0003181413,0.29989305,0.0000205548,0.000006795428,0.069056384,2.4596353e-8,5.126285e-9,0.0007678458,0.6297438,0.000079446196],"about_ca_topic_score_codex":0.0008147582,"about_ca_topic_score_gemma":0.0002702218,"teacher_disagreement_score":0.86487913,"about_ca_system_score_codex":0.0011975437,"about_ca_system_score_gemma":0.06272128,"threshold_uncertainty_score":0.9961335},"labels":[],"label_agreement":null},{"id":"W2749559957","doi":"10.1016/j.jmir.2017.06.003","title":"Knowledge Translation in 140 Characters or Less: #ProfessionalDevelopment #Collaboration #Patientengagement","year":2017,"lang":"en","type":"editorial","venue":"Journal of medical imaging and radiation sciences","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Social media; Popularity; The Internet; Internet privacy; World Wide Web; Psychological intervention; Medicine; Computer science; Psychology; Nursing","score_opus":0.15352549920850372,"score_gpt":0.4946768249868521,"score_spread":0.3411513257783484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2749559957","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010080029,0.00519419,0.00007058187,0.06620761,0.9174835,0.0005428972,0.000005088906,0.000012685417,0.00040340968],"genre_scores_gemma":[0.044923425,0.060905524,0.0009336033,0.00025653178,0.89247507,0.00014361809,0.000040508046,0.000024361676,0.00029735596],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9938048,0.00096897106,0.0009480671,0.00026552836,0.0036866171,0.00032598764],"domain_scores_gemma":[0.9877699,0.009492844,0.0015927572,0.00008873806,0.0006939988,0.00036173692],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.015387589,0.00015352886,0.00038198836,0.0006250221,0.0012814112,0.00037751519,0.0006358439,0.0004157341,0.000058333368],"category_scores_gemma":[0.055149622,0.000115721225,0.000048099795,0.0005237948,0.0007481089,0.0010629112,0.000033170265,0.0009133019,0.0000032216576],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003442699,0.00010624234,0.002471715,0.000088890614,0.000009933198,0.0000090631975,0.078239545,0.0000015266455,0.0000011223452,0.00010281668,0.3888014,0.5301333],"study_design_scores_gemma":[0.00074411416,0.000046946498,0.0048840367,0.0012802985,0.000021521393,0.0000012507813,0.043215692,0.0002290145,0.0000014756444,0.00015735449,0.94926363,0.00015467158],"about_ca_topic_score_codex":0.00052635523,"about_ca_topic_score_gemma":0.001493755,"teacher_disagreement_score":0.56046224,"about_ca_system_score_codex":0.0005632665,"about_ca_system_score_gemma":0.015213762,"threshold_uncertainty_score":0.9903691},"labels":[],"label_agreement":null},{"id":"W2751174695","doi":"10.1097/nne.0000000000000441","title":"Nursing Students’ Perceptions of Confidentiality, Accountability, and E-Professionalism in Relation to Facebook","year":2017,"lang":"en","type":"article","venue":"Nurse Educator","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Confidentiality; Accountability; Perception; Relation (database); Nursing; Psychology; Social media; Nurse education; Medical education; Medicine; Political science; Law","score_opus":0.13785237359048383,"score_gpt":0.5319502319099755,"score_spread":0.3940978583194916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2751174695","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97435945,0.000037298396,0.0000057703455,0.0108682355,0.009213291,0.0017592212,0.000005087982,0.000016153737,0.0037354857],"genre_scores_gemma":[0.9983748,0.00001954868,0.00019907451,0.000091774,0.00059203705,0.0004395188,0.0000030816607,0.000008851948,0.00027130003],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984933,0.00027876082,0.0002855205,0.00022555397,0.00048291427,0.00023394887],"domain_scores_gemma":[0.9987399,0.00043052188,0.00019121378,0.00031079477,0.0001557862,0.00017180122],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012413188,0.000076694065,0.00016934982,0.00012261744,0.0008572619,0.00011666059,0.00036209766,0.00013865338,0.00041567106],"category_scores_gemma":[0.002083944,0.00008832682,0.000026910555,0.000109589724,0.00053642405,0.00033903559,0.00003336968,0.00015572127,0.00004768902],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009254876,0.00023074319,0.7293973,0.000014468109,0.0000020759298,4.8778066e-8,0.25708005,1.3355684e-7,0.00013600058,0.004130951,0.00048263514,0.008516364],"study_design_scores_gemma":[0.0001508798,0.000011320743,0.8894238,0.0002093162,0.000009587734,1.325368e-7,0.10567417,5.8586403e-7,0.000020083306,0.0025029664,0.0019240791,0.00007309747],"about_ca_topic_score_codex":0.022273216,"about_ca_topic_score_gemma":0.0050208694,"teacher_disagreement_score":0.16002649,"about_ca_system_score_codex":0.0004461716,"about_ca_system_score_gemma":0.00078386045,"threshold_uncertainty_score":0.98423755},"labels":[],"label_agreement":null},{"id":"W2751835106","doi":"10.2196/resprot.6567","title":"Lessons From Recruitment to an Internet-Based Survey for Degenerative Cervical Myelopathy: Comparison of Free and Fee-Based Methods","year":2018,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute for Health and Care Research","keywords":"Myelopathy; The Internet; Medicine; Cohort; Analytics; Internet privacy; Spinal cord; Computer science; Internal medicine; World Wide Web; Data science","score_opus":0.8756028536553736,"score_gpt":0.7526372413784872,"score_spread":0.1229656122768864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2751835106","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07966624,0.000007847264,0.017048748,0.009952851,0.00018869627,0.8926959,0.00018242751,0.000058792437,0.00019850566],"genre_scores_gemma":[0.07667406,1.6126977e-7,0.06896441,0.00012779536,0.0006367129,0.85350704,0.00004321238,0.000021310285,0.000025325518],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9893983,0.008207327,0.00043862275,0.00049860944,0.00084583095,0.00061128766],"domain_scores_gemma":[0.9879855,0.009220586,0.00015804451,0.0004622129,0.0016173053,0.0005563861],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.011739198,0.0001292106,0.000348511,0.00021007309,0.0005774973,0.00014072032,0.0006816888,0.00021050031,0.00016516788],"category_scores_gemma":[0.012676505,0.00012579866,0.000039186114,0.00073182286,0.0008032455,0.00012105008,0.00011308143,0.0002856315,0.000010768071],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004097934,0.0026508428,0.22022161,0.00043041512,0.000034561606,6.248925e-7,0.16386078,0.000004853047,0.0045306887,0.0077178706,0.022968031,0.5734818],"study_design_scores_gemma":[0.0031588317,0.008180036,0.34048325,0.001061536,0.0000061927344,2.3030491e-8,0.0077093095,0.003530022,0.17019838,0.003713867,0.46151394,0.00044460196],"about_ca_topic_score_codex":0.018323585,"about_ca_topic_score_gemma":0.04679595,"teacher_disagreement_score":0.5730372,"about_ca_system_score_codex":0.00044662028,"about_ca_system_score_gemma":0.002124229,"threshold_uncertainty_score":0.99564016},"labels":[],"label_agreement":null},{"id":"W2753636466","doi":"10.2196/jmir.7819","title":"Social Media for the Dissemination of Cochrane Child Health Evidence: Evaluation Study","year":2017,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Hospital Edmonton; Cochrane; University of Alberta","funders":"","keywords":"Social media; Information Dissemination; Bridging (networking); Internet privacy; Health care; Dissemination; Web 2.0; World Wide Web; Knowledge management; The Internet; Psychology; Public relations; Computer science; Political science","score_opus":0.5426679886746423,"score_gpt":0.6941129785849219,"score_spread":0.15144498991027966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2753636466","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.59133404,0.0036227326,0.00020442692,0.39478666,0.0068107275,0.0028806434,0.0000022485074,0.000005126988,0.0003533943],"genre_scores_gemma":[0.991749,0.0019512415,0.000028684944,0.000046037683,0.005963291,0.00021572661,9.713456e-7,0.000008064075,0.000036996327],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9867365,0.002788345,0.00080589455,0.00014098478,0.009141411,0.00038691697],"domain_scores_gemma":[0.9596082,0.034828782,0.0011656993,0.0002505856,0.0037852135,0.00036151553],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.10906662,0.000064238244,0.00029624748,0.0001834044,0.0015656936,0.00016788175,0.0017586163,0.00016443808,0.0005389404],"category_scores_gemma":[0.396042,0.00004399946,0.0001037384,0.00021375483,0.0010697297,0.0003112569,0.00010602929,0.00089925743,0.000003573074],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024541284,0.0006136051,0.013252487,0.00013064362,0.00007294984,0.000002298928,0.36375704,3.6051105e-7,0.0000046815126,0.0037956922,0.046190266,0.5719346],"study_design_scores_gemma":[0.001865007,0.0018762172,0.7718798,0.0045130565,0.000110882684,0.00000703406,0.20170555,0.0012164542,0.00007233552,0.0034680706,0.013142528,0.00014308635],"about_ca_topic_score_codex":0.00545488,"about_ca_topic_score_gemma":0.008931077,"teacher_disagreement_score":0.7586273,"about_ca_system_score_codex":0.0006285419,"about_ca_system_score_gemma":0.003763517,"threshold_uncertainty_score":0.9997341},"labels":[],"label_agreement":null},{"id":"W2753955377","doi":"10.18438/b85w9p","title":"Mixed Method Study Examines Undergraduate Student Researchers’ Knowledge and Perceptions About Scholarly Communication Practices","year":2017,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Demographics; Medical education; Scholarly communication; Perception; Undergraduate research; Psychology; Medicine; Sociology; Political science; Publishing","score_opus":0.28477505633918304,"score_gpt":0.5235914280269164,"score_spread":0.23881637168773334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2753955377","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4837539,0.0037900717,0.0005851485,0.49021783,0.0013874529,0.003577974,0.000006815345,0.00019808057,0.01648273],"genre_scores_gemma":[0.9589944,0.020865591,0.015819041,0.0029998834,0.00029519576,0.0006846859,0.000019181849,0.000012190733,0.00030981898],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99371916,0.0047518983,0.0004585437,0.0002170972,0.00059626554,0.00025706406],"domain_scores_gemma":[0.977502,0.019656904,0.0014679258,0.00066192466,0.00041970977,0.0002915515],"candidate_categories":["metaresearch","sts","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.008023922,0.00013031,0.00016061869,0.00020991894,0.0046659554,0.005340409,0.0006738422,0.00012870817,0.0000856492],"category_scores_gemma":[0.08790603,0.00013240663,0.000022672777,0.00031867425,0.00039698233,0.35568282,0.00028735268,0.0005443172,0.000054651657],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032209142,0.0007587383,0.3541522,0.00024211941,0.000071974646,0.0000017997098,0.19843122,0.000004469603,0.00002156399,0.24009725,0.002016084,0.20388046],"study_design_scores_gemma":[0.00031840676,0.00012256144,0.668475,0.00016242679,0.000051956933,0.0000012592357,0.113155246,0.0001413427,0.000008316357,0.00027596025,0.21716703,0.00012049516],"about_ca_topic_score_codex":0.0020799953,"about_ca_topic_score_gemma":0.000076628196,"teacher_disagreement_score":0.48721793,"about_ca_system_score_codex":0.00006952153,"about_ca_system_score_gemma":0.0009332612,"threshold_uncertainty_score":0.99662983},"labels":[],"label_agreement":null},{"id":"W2754001224","doi":"10.1136/annrheumdis-2017-eular.2007","title":"THU0629 The perspectives of patients, their first degree relatives, and rheumatologists around preventative treatments for rheumatoid arthritis","year":2017,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Research Canada; Centre for Advancing Health Outcomes; McGill University; University of British Columbia","funders":"National Institute on Aging; National Institutes of Health; Reumatikerförbundet; Umeå Universitet; Karolinska Institutet","keywords":"Rheumatoid arthritis; Medicine; Focus group; Physical therapy; Rheumatology; Family medicine; Randomized controlled trial; Internal medicine","score_opus":0.15656994219294043,"score_gpt":0.40603282674365754,"score_spread":0.2494628845507171,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2754001224","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98200303,0.0071525504,0.000012872335,0.006829015,0.0006700456,0.0025808723,0.00027149235,0.000016082127,0.0004640155],"genre_scores_gemma":[0.9753292,0.023836985,0.00007983714,0.000023264063,0.000030819767,0.00063862075,0.000007647625,0.000013653118,0.00003994059],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982836,0.0004216746,0.00043291508,0.00021958214,0.00035476804,0.00028743572],"domain_scores_gemma":[0.99327934,0.0044730627,0.0012111567,0.0005358562,0.00038535142,0.000115222414],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.00054262247,0.00016216573,0.00038520008,0.000038146733,0.0021246911,0.0000802751,0.0006627911,0.000068028,0.000020725449],"category_scores_gemma":[0.012823522,0.00009857631,0.00019100944,0.00009674087,0.0021965492,0.00036884588,0.00010902011,0.00006791955,0.0000014618787],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012963219,0.00072890334,0.5911117,0.00022146195,0.00041519222,7.913406e-8,0.27058703,0.000001914459,3.2147594e-7,0.024843467,0.0011341233,0.11082617],"study_design_scores_gemma":[0.00060202857,0.00010592481,0.90007687,0.00083791744,0.00003899443,1.7400352e-7,0.06750373,0.000012450003,0.00003304989,0.030250035,0.00043216234,0.00010665255],"about_ca_topic_score_codex":0.0036763544,"about_ca_topic_score_gemma":0.0012630576,"teacher_disagreement_score":0.30896518,"about_ca_system_score_codex":0.000053273983,"about_ca_system_score_gemma":0.00030042956,"threshold_uncertainty_score":0.9991744},"labels":[],"label_agreement":null},{"id":"W2754083969","doi":"10.2196/publichealth.6795","title":"Twitter and Public Health (Part 1): How Individual Public Health Professionals Use Twitter for Professional Development","year":2017,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Public health; Health professionals; Social media; Internet privacy; Public relations; Data science; Political science; Medicine; Health care; Computer science; World Wide Web; Nursing","score_opus":0.3465696946540642,"score_gpt":0.46111172841162495,"score_spread":0.11454203375756078,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2754083969","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3641932,0.0010580969,0.00012176143,0.6238778,0.00543909,0.0050577815,0.00006995428,0.00011991379,0.000062396626],"genre_scores_gemma":[0.90021056,0.0015371538,0.0034956597,0.08017868,0.0030279888,0.008091394,0.0006107247,0.00008693231,0.0027609356],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9904978,0.0027874736,0.0011519301,0.001031503,0.0014005036,0.0031307875],"domain_scores_gemma":[0.99006176,0.002232202,0.0017918994,0.00063633034,0.0007196669,0.0045581292],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.017975146,0.0004068906,0.00090517075,0.00036321967,0.009745498,0.0020151704,0.00070749177,0.00036081142,0.00005825542],"category_scores_gemma":[0.01067389,0.00037311195,0.000072894145,0.00040732638,0.00072585634,0.0018610823,0.00028799157,0.0006200537,0.000009503959],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015160312,0.00035760895,0.5965603,0.0006130655,0.000027235272,4.0271436e-7,0.07994247,4.5890918e-9,1.2893824e-7,0.0020171904,0.16330925,0.1571572],"study_design_scores_gemma":[0.0005702524,0.00010922562,0.41959602,0.000059535807,2.0362857e-7,0.0000017804219,0.0077004028,0.000004046995,5.042374e-8,0.0000667071,0.57167906,0.00021274616],"about_ca_topic_score_codex":0.001830723,"about_ca_topic_score_gemma":0.006871013,"teacher_disagreement_score":0.54369915,"about_ca_system_score_codex":0.001027733,"about_ca_system_score_gemma":0.036161788,"threshold_uncertainty_score":0.9998721},"labels":[],"label_agreement":null},{"id":"W2754103422","doi":"10.7326/w17-0049","title":"Annals Story Slam - On Raking Sand","year":2017,"lang":"en","type":"article","venue":"Annals of Internal Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Annals; Medicine; New england; Web site; History; Classics; The Internet; Law; World Wide Web; Computer science","score_opus":0.3598823405496803,"score_gpt":0.5396814193929879,"score_spread":0.17979907884330754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2754103422","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.71110666,0.00081944873,0.000017956114,0.16379115,0.009999281,0.0003942708,0.000002964322,0.00003083587,0.11383743],"genre_scores_gemma":[0.98901063,0.0008945159,0.000028197564,0.0044292146,0.004944827,0.000040571933,0.0000010407624,0.000011442188,0.0006395722],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982454,0.00023924057,0.00032056542,0.00018471216,0.0006735873,0.00033646467],"domain_scores_gemma":[0.9968673,0.0014870089,0.0006100358,0.0003634055,0.0004311393,0.0002411228],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0026875448,0.000104501545,0.00029404648,0.00013482715,0.0006929656,0.000027569642,0.0006096153,0.00010022461,0.00045426632],"category_scores_gemma":[0.026762716,0.00009008129,0.00006387802,0.000069862646,0.00090386736,0.00020294801,0.00003558825,0.0002639371,0.000042162774],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039316394,0.00023597563,0.08728737,0.00015209283,0.00012180195,0.000030034536,0.16661368,0.0000015391963,0.0007074868,0.031609338,0.18711887,0.52572864],"study_design_scores_gemma":[0.0006293935,0.00093864516,0.284908,0.0024439993,0.000020062262,0.0000013632758,0.007584895,0.000006944185,0.004428377,0.0062877224,0.6925277,0.00022286548],"about_ca_topic_score_codex":0.016609497,"about_ca_topic_score_gemma":0.00067789387,"teacher_disagreement_score":0.5255058,"about_ca_system_score_codex":0.000037854657,"about_ca_system_score_gemma":0.00015970589,"threshold_uncertainty_score":0.989939},"labels":[],"label_agreement":null},{"id":"W2755195495","doi":"10.1017/cem.2017.387","title":"Four strategies to find, evaluate, and engage with online resources in emergency medicine","year":2017,"lang":"en","type":"review","venue":"Canadian Journal of Emergency Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; University of Saskatchewan; University of Ottawa","funders":"","keywords":"Educational resources; Online learning; Medicine; Open educational resources; Medical education; Digital era; Critical appraisal; World Wide Web; Knowledge management; Alternative medicine; Computer science; Psychology; The Internet; Pedagogy","score_opus":0.5942497961702271,"score_gpt":0.5549026501505441,"score_spread":0.03934714601968303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2755195495","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0023635454,0.94862413,0.0000043844584,0.011603035,0.02983108,0.0016287958,0.000024770432,0.000008265391,0.005911998],"genre_scores_gemma":[0.0004354887,0.98520195,0.00006954137,0.00004025656,0.012797652,0.00010417013,0.000018856945,0.00005882694,0.0012732341],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9940573,0.0012488087,0.0024100856,0.00040734335,0.0010094101,0.0008670659],"domain_scores_gemma":[0.9931444,0.0008083014,0.002200858,0.00044207022,0.00092317583,0.0024812007],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0063308785,0.00047936878,0.0021902253,0.0016179403,0.000881028,0.000019467818,0.0010810075,0.00040417796,0.0053019463],"category_scores_gemma":[0.022492843,0.00034247982,0.00013703667,0.0013009659,0.0006783531,0.0003263139,0.000021105643,0.0012893662,0.0000094532825],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002870075,0.000044153116,0.005267635,0.005989447,0.00022878344,0.00020249012,0.156596,0.0000030129304,4.7370568e-7,0.000644541,0.055426966,0.77556777],"study_design_scores_gemma":[0.00031578558,0.0006068622,0.005157572,0.017308256,0.00050554116,0.000012409748,0.018693855,3.2851278e-7,4.5926405e-9,0.00045031877,0.9566497,0.00029935114],"about_ca_topic_score_codex":0.22065596,"about_ca_topic_score_gemma":0.7683103,"teacher_disagreement_score":0.90122277,"about_ca_system_score_codex":0.0007316325,"about_ca_system_score_gemma":0.011418464,"threshold_uncertainty_score":0.9999027},"labels":[],"label_agreement":null},{"id":"W2755659258","doi":"10.5811/westjem.2017.6.33952","title":"ALiEM Blog and Podcast Watch: Toxicology","year":2017,"lang":"en","type":"article","venue":"Western Journal of Emergency Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Curriculum; Medicine; Likert scale; Medical education; Library science; World Wide Web; Computer science; Psychology; Pedagogy","score_opus":0.2962049419173506,"score_gpt":0.5063678826763152,"score_spread":0.21016294075896458,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2755659258","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85523677,0.0012743487,0.000028645296,0.10229441,0.035240874,0.0002074585,6.50703e-7,0.0000075278076,0.0057093035],"genre_scores_gemma":[0.9829726,0.00597543,0.00008157302,0.00017946288,0.009934151,0.000010256728,4.2357027e-7,0.000010057331,0.0008360484],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983767,0.00020742482,0.0005976783,0.00010964847,0.00043163417,0.0002768631],"domain_scores_gemma":[0.99783057,0.00034974227,0.00092858064,0.00019024663,0.00033714896,0.00036370245],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0020078493,0.00008905473,0.0002942765,0.00007208085,0.00070369546,0.000012693781,0.00042092867,0.000110863584,0.0011044362],"category_scores_gemma":[0.005950073,0.00007161854,0.000041327323,0.00007166102,0.00048330514,0.00026075103,0.00003352127,0.00022733737,0.0000106883845],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000344581,0.0000645044,0.9175989,0.000037768343,0.000035361714,0.00001937692,0.05792205,2.3591538e-7,0.0003976965,0.0011692405,0.009188438,0.013531988],"study_design_scores_gemma":[0.0007695857,0.00058589363,0.63138795,0.00017971265,0.00008992305,0.000023680732,0.009710703,0.0000011902534,0.000031601598,0.0034342755,0.3536539,0.00013156254],"about_ca_topic_score_codex":0.002505092,"about_ca_topic_score_gemma":0.0031426516,"teacher_disagreement_score":0.3444655,"about_ca_system_score_codex":0.00006670515,"about_ca_system_score_gemma":0.00023069426,"threshold_uncertainty_score":0.99980867},"labels":[],"label_agreement":null},{"id":"W2756169793","doi":"10.18438/b8k37q","title":"Twitter Users with Access to Academic Library Services Request Health Sciences Literature through Social Media","year":2017,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social media; Subject (documents); World Wide Web; Computer science; Internet privacy; Scopus; Library science; MEDLINE; Political science","score_opus":0.11007409789870197,"score_gpt":0.4343422739783798,"score_spread":0.32426817607967784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2756169793","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.052755285,0.0010350305,0.00008166309,0.93079096,0.0017023697,0.0013115517,0.000021933742,0.00023203697,0.012069193],"genre_scores_gemma":[0.43064597,0.014738049,0.015068121,0.53516996,0.0035997448,0.00052758364,0.00011922138,0.00003127308,0.00010009477],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973967,0.0006634245,0.00045767942,0.00027407514,0.0007586491,0.0004494369],"domain_scores_gemma":[0.99370974,0.004491699,0.0010881566,0.00026586387,0.00010133244,0.00034320814],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0014400778,0.00017269644,0.0002029615,0.00019560974,0.0043211905,0.0050888034,0.0011822011,0.00021145376,0.00015035478],"category_scores_gemma":[0.004922321,0.00015008557,0.000026267073,0.0008819011,0.00054107956,0.50757116,0.00019479377,0.00052409706,0.000043069645],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010252981,0.00007258426,0.102074325,0.0012378608,0.000025166675,0.000006316284,0.45234355,0.000024039091,0.0000032412918,0.34321952,0.05393347,0.046034645],"study_design_scores_gemma":[0.0002233293,0.00013254394,0.13168831,0.0015748445,0.000014967975,0.0000027354477,0.016954629,0.000025836858,0.000073831805,0.000832292,0.84822166,0.00025503864],"about_ca_topic_score_codex":0.0004252126,"about_ca_topic_score_gemma":0.000008933203,"teacher_disagreement_score":0.79428816,"about_ca_system_score_codex":0.00004198062,"about_ca_system_score_gemma":0.002181853,"threshold_uncertainty_score":0.99697506},"labels":[],"label_agreement":null},{"id":"W2756309993","doi":"10.1017/cem.2017.394","title":"The impact of social media promotion with infographics and podcasts on research dissemination and readership","year":2017,"lang":"en","type":"review","venue":"Canadian Journal of Emergency Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":160,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; Jewish General Hospital; Western University; McMaster University; Queen's University; University of Calgary; University of Saskatchewan","funders":"","keywords":"Infographic; Altmetrics; Audience measurement; Social media; Promotion (chess); Medicine; Inclusion (mineral); Tracking (education); Medical education; Library science; Psychology; World Wide Web; Computer science; Advertising; Political science","score_opus":0.7295828068311374,"score_gpt":0.6265949126598281,"score_spread":0.10298789417130927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2756309993","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0026532102,0.98281056,3.989081e-7,0.005438834,0.006658036,0.000960255,0.000013796472,0.0000021866924,0.0014627511],"genre_scores_gemma":[0.01923418,0.9765235,0.0000033355477,0.0000011717866,0.0041178437,0.000036764264,0.000010107489,0.000018882633,0.00005419129],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968957,0.001006425,0.00073539413,0.00014122122,0.0007963122,0.00042498982],"domain_scores_gemma":[0.99329567,0.003288005,0.0013304275,0.00015825397,0.0011368215,0.0007908393],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.00733227,0.00016575986,0.0006852833,0.0007540695,0.0016255415,0.000029163857,0.00036401767,0.00028078785,0.00011804357],"category_scores_gemma":[0.026888028,0.00009545023,0.0001042758,0.00066067197,0.0018375644,0.00013967617,0.00000694379,0.00082765386,5.226444e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014301567,0.000013473344,0.001778291,0.0011929725,0.000093872695,0.000006557338,0.07872572,1.5632798e-8,7.093415e-8,0.0024762433,0.007969418,0.9077291],"study_design_scores_gemma":[0.00018411546,0.0010554438,0.021179767,0.014299576,0.0003072893,0.000010156548,0.01293721,2.6372098e-7,4.1860737e-8,0.0014020941,0.9484505,0.00017355793],"about_ca_topic_score_codex":0.02112486,"about_ca_topic_score_gemma":0.1597522,"teacher_disagreement_score":0.94048107,"about_ca_system_score_codex":0.0004418516,"about_ca_system_score_gemma":0.006474229,"threshold_uncertainty_score":0.9996742},"labels":[],"label_agreement":null},{"id":"W2756431824","doi":"10.5489/cuaj.4267","title":"Widespread use of internet, applications, and social media in the professional life of urology residents","year":2017,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Social media; The Internet; German; Medicine; Digital media; Health professionals; Health care; Psychology; Medical education; Computer science; World Wide Web; Political science; Geography","score_opus":0.10701899907805618,"score_gpt":0.37081025658245675,"score_spread":0.2637912575044006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2756431824","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91298515,0.00013513582,0.000009832534,0.08466295,0.00138251,0.00046985663,0.000018799441,0.000003893696,0.0003318589],"genre_scores_gemma":[0.9977768,0.00013147388,0.000060803384,0.0011579925,0.00075280695,0.00008700896,0.0000044039666,0.000003842918,0.000024862102],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976663,0.0010509588,0.0004213016,0.00011427112,0.00044000254,0.00030716124],"domain_scores_gemma":[0.9940117,0.0044267555,0.0009405888,0.00009899472,0.0002966038,0.00022533475],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0029010703,0.00006375751,0.00019346915,0.00013286361,0.0008498402,0.00009857513,0.0004474848,0.0003030997,0.000080781836],"category_scores_gemma":[0.028759832,0.000051964777,0.0000436144,0.00011475328,0.00037490745,0.00022536707,0.000025044561,0.00044557892,0.0000031646487],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016310812,0.00003294506,0.95972985,0.0000049484042,0.000010212143,0.0000012899942,0.021102969,5.253859e-7,0.0000037546504,0.010991699,0.0033975106,0.0047079995],"study_design_scores_gemma":[0.00017709621,0.000020562904,0.9581549,0.000006237939,0.000011525471,0.0000011888229,0.0018751385,0.000004440052,9.57028e-7,0.0047344086,0.034970745,0.000042761883],"about_ca_topic_score_codex":0.031232117,"about_ca_topic_score_gemma":0.08645495,"teacher_disagreement_score":0.084791645,"about_ca_system_score_codex":0.00032890303,"about_ca_system_score_gemma":0.0012853256,"threshold_uncertainty_score":0.9794213},"labels":[],"label_agreement":null},{"id":"W2756595066","doi":"10.17821/srels/2017/v54i4/111766","title":"More the Tweets More the Citations: Do Altmetric Variables Contribute to Citations?","year":2017,"lang":"en","type":"article","venue":"SRELS Journal of Information Management","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Science North","funders":"","keywords":"Citation; Subject (documents); Computer science; Value (mathematics); Citation analysis; Information retrieval; Set (abstract data type); Data set; Data science; Statistics; Library science; Mathematics; Artificial intelligence; Machine learning","score_opus":0.06433025738013116,"score_gpt":0.4078630855565218,"score_spread":0.34353282817639064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2756595066","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12825742,0.0010342129,0.04845838,0.743227,0.021780629,0.008674072,0.000054305405,0.00008373109,0.04843028],"genre_scores_gemma":[0.9852633,0.0011911473,0.0061380225,0.0054406826,0.0012926564,0.00044253704,0.00001093731,0.000010071433,0.00021066229],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99767196,0.00020472395,0.00072507147,0.00006371049,0.0010535487,0.00028096564],"domain_scores_gemma":[0.9957391,0.001315089,0.0013681549,0.00037187777,0.0010510505,0.00015474703],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.004545848,0.00009761705,0.00014458962,0.0003982333,0.0031412635,0.0009302426,0.0010534636,0.000056996072,0.00006775677],"category_scores_gemma":[0.009567349,0.00006315357,0.00008243687,0.0007229243,0.00021960214,0.001986777,0.000081506354,0.00020981042,0.000094642266],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006116481,0.00008183114,0.010158104,0.00011391691,0.00028269735,0.0000032450196,0.2645761,0.0030055747,0.0000012076656,0.31907514,0.094826706,0.30781433],"study_design_scores_gemma":[0.00050172315,0.00005031414,0.33968863,0.000115669405,0.0000951433,0.0000021279714,0.0939265,0.00007649101,0.0000043697196,0.009111709,0.5563085,0.00011884175],"about_ca_topic_score_codex":0.00045431106,"about_ca_topic_score_gemma":0.00006240637,"teacher_disagreement_score":0.8570059,"about_ca_system_score_codex":0.00033110252,"about_ca_system_score_gemma":0.00026618328,"threshold_uncertainty_score":0.9987755},"labels":[],"label_agreement":null},{"id":"W2757331389","doi":"10.1097/01.gox.0000526223.33465.5c","title":"Abstract: Plastic Surgery-Related Hashtag Utilization on Instagram and Implications for Education and Marketing","year":2017,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery Global Open","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Plastic surgery; Social media; Certification; Board certification; Inclusion (mineral); Family medicine; Institutional review board; Medical education; Surgery; Continuing medical education; Management; Psychology","score_opus":0.13848391663348195,"score_gpt":0.41327289179973214,"score_spread":0.2747889751662502,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2757331389","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97570103,0.00016465202,0.00009544054,0.0019625358,0.0124647515,0.002017997,0.0001700746,0.00005119943,0.0073722946],"genre_scores_gemma":[0.99782455,0.00028976472,0.0004847088,0.000050526232,0.00034173406,0.00090823753,0.000063649015,0.000016801621,0.000020026],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981157,0.00024368771,0.0005157124,0.0005113853,0.00018891232,0.00042457247],"domain_scores_gemma":[0.96104974,0.037237886,0.0007610037,0.00025379832,0.00037793463,0.00031965258],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.002049538,0.00019141394,0.00038489318,0.00013272486,0.0025622651,0.00072276505,0.00027456024,0.00020949532,0.00006806619],"category_scores_gemma":[0.0913921,0.0002150869,0.000060701,0.00022763755,0.00071021327,0.0008813926,0.000088982975,0.00013206623,0.0000110328265],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009171108,0.00006853808,0.59818965,0.000049360333,0.000022341828,1.7101254e-7,0.00039075708,5.5671086e-7,0.0000018649639,0.02312035,0.0007400012,0.3773247],"study_design_scores_gemma":[0.00016671565,0.000012358172,0.9843605,0.0003299717,0.0000359964,0.0000056349986,0.0017269261,0.000022595663,0.000003039602,0.009389334,0.003731263,0.00021561829],"about_ca_topic_score_codex":0.0027593805,"about_ca_topic_score_gemma":0.0017155225,"teacher_disagreement_score":0.3861709,"about_ca_system_score_codex":0.00040267647,"about_ca_system_score_gemma":0.002230911,"threshold_uncertainty_score":0.99873626},"labels":[],"label_agreement":null},{"id":"W2760156813","doi":"10.1007/978-981-10-5251-4_20","title":"Asynchronous Email Interviewing Method","year":2019,"lang":"en","type":"book-chapter","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Asynchronous communication; Computer science; Interview; World Wide Web; Computer network; Sociology","score_opus":0.1969722079576991,"score_gpt":0.45193854092224645,"score_spread":0.25496633296454735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2760156813","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000011739434,0.00096333754,0.0021145951,0.0034806328,0.015242429,0.0014503181,0.0000037526052,0.00016122192,0.976572],"genre_scores_gemma":[0.00030633312,0.0012491175,0.01804333,0.0013404295,0.0059990305,0.00015718331,0.000022577353,0.00009182515,0.9727902],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981643,0.00017790918,0.00038358776,0.0003694319,0.0005303904,0.0003744026],"domain_scores_gemma":[0.9966549,0.002365578,0.00027961927,0.000312411,0.00018921457,0.00019823652],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001608823,0.00020674072,0.0004136784,0.00013719905,0.00029294917,0.000062649866,0.0003702992,0.000631487,0.0126380995],"category_scores_gemma":[0.0010431508,0.00021781363,0.00016557725,0.000050293675,0.00013754457,0.00011895036,0.000060147562,0.00044298585,0.0036664975],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000014506396,0.0000061999285,0.000054148953,0.000079167425,0.000022166469,9.469374e-7,0.015248227,1.9245466e-7,4.278096e-7,0.7515654,0.0047231126,0.22829859],"study_design_scores_gemma":[0.00005299259,0.000024698076,0.000056527053,0.00019194011,0.000035742483,4.533973e-7,0.0011180568,0.0000030652177,0.0000020575749,0.024471547,0.97380203,0.00024088826],"about_ca_topic_score_codex":0.006029963,"about_ca_topic_score_gemma":0.0045246035,"teacher_disagreement_score":0.9690789,"about_ca_system_score_codex":0.00085952523,"about_ca_system_score_gemma":0.001881145,"threshold_uncertainty_score":0.99710923},"labels":[],"label_agreement":null},{"id":"W2760227528","doi":"10.2196/cardio.8152","title":"Patients With Implantable Cardioverter Defibrillators on Social Media Report More Shock Anxiety Than Clinic Patients: Results From an Online Survey","year":2017,"lang":"en","type":"article","venue":"JMIR Cardio","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"East Carolina University","keywords":"Anxiety; Implantable cardioverter-defibrillator; Coping (psychology); Medicine; Shock (circulatory); Social support; Defibrillation; Medical emergency; Clinical psychology; Intensive care medicine; Psychology; Internal medicine; Psychiatry; Psychotherapist","score_opus":0.13790644360500504,"score_gpt":0.4075548100418499,"score_spread":0.26964836643684487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2760227528","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97816396,0.000012463821,5.7351906e-7,0.00022322983,0.008929413,0.0015287598,0.0034137499,0.00010563448,0.007622212],"genre_scores_gemma":[0.9901457,0.000043033877,0.0000668317,0.00013202522,0.0046982113,0.00016982468,0.004644125,0.000054452885,0.000045798184],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9953433,0.00084845035,0.000674409,0.0008223016,0.0016129448,0.0006985905],"domain_scores_gemma":[0.995467,0.0013399444,0.000882609,0.0011212414,0.0007558481,0.00043332955],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0016127271,0.00029439759,0.00073233014,0.000073190036,0.0019442779,0.00022730332,0.00054006494,0.00042597897,0.000012489864],"category_scores_gemma":[0.0063849213,0.00026932813,0.00019877026,0.0002008754,0.00040904596,0.00062746654,0.000087168664,0.0003562525,0.000049767994],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045758326,0.0001839796,0.9526762,0.0000050594467,0.00007989949,0.0000022762151,0.01895775,9.716863e-7,8.855375e-8,0.000004082352,0.013069947,0.014562162],"study_design_scores_gemma":[0.0015133257,0.00010720665,0.96224475,0.000037775426,0.000050182927,3.7804043e-7,0.001649495,5.492927e-7,0.0000019895283,0.000027126456,0.03404142,0.00032578397],"about_ca_topic_score_codex":0.045502868,"about_ca_topic_score_gemma":0.027949126,"teacher_disagreement_score":0.020971473,"about_ca_system_score_codex":0.0005987953,"about_ca_system_score_gemma":0.0007317684,"threshold_uncertainty_score":0.9999759},"labels":[],"label_agreement":null},{"id":"W2760557497","doi":"10.1016/j.cjca.2017.07.047","title":"SCIENCE AND TWITTER: THE CANADIAN CARDIOLOGY CONGRESS IN 140 CHARACTERS","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Calgary Laboratory Services","funders":"","keywords":"Social media; Upload; Proxy (statistics); Medicine; Knowledge translation; Health care; Medical education; World Wide Web; Computer science; Political science","score_opus":0.10835636564174153,"score_gpt":0.3825918017716531,"score_spread":0.2742354361299115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2760557497","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.896524,0.00035168184,0.0000023100397,0.063647546,0.016204648,0.00034075277,0.00000557824,0.000001905838,0.022921544],"genre_scores_gemma":[0.9961992,0.0001636568,0.000010742607,0.0006880719,0.0028890956,0.000017224069,3.5053438e-7,0.000005818119,0.00002585416],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981925,0.00045426816,0.00025461198,0.00014829997,0.0002211973,0.00072912755],"domain_scores_gemma":[0.99715966,0.00046694753,0.00026915324,0.0002652586,0.0005937636,0.0012451938],"candidate_categories":["metaresearch","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0051073846,0.00007836903,0.00032045334,0.00060273,0.0029852698,0.00021464124,0.00095269154,0.00017517406,0.0000069305993],"category_scores_gemma":[0.012513228,0.00006667599,0.000045815894,0.00023043816,0.0053423904,0.00027334003,0.000016828568,0.00041413322,0.0000053683466],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000048749557,2.8709243e-7,0.9652172,0.000003379219,0.000018970448,0.00012904781,0.012484281,0.000014079089,0.000012229268,0.0074938238,0.0032021708,0.011419694],"study_design_scores_gemma":[0.00010565306,0.000023350554,0.6733034,0.00001148043,0.000008002332,0.000050886603,0.0020125376,7.260634e-7,0.0000013882378,0.00047691123,0.32395256,0.000053085107],"about_ca_topic_score_codex":0.83503157,"about_ca_topic_score_gemma":0.97754234,"teacher_disagreement_score":0.3207504,"about_ca_system_score_codex":0.0015517524,"about_ca_system_score_gemma":0.03409047,"threshold_uncertainty_score":0.9983127},"labels":[],"label_agreement":null},{"id":"W2761164933","doi":"10.1016/j.radi.2017.09.005","title":"Twitter journal clubs and continuing professional development: An analysis of a #MedRadJClub tweet chat","year":2017,"lang":"en","type":"article","venue":"Radiography","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":53,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; Foothills Medical Centre; University of Toronto; BC Cancer Agency","funders":"","keywords":"Journal club; Social media; Thematic analysis; Medical education; Conversation; Psychology; Public relations; Computer science; World Wide Web; Medicine; Sociology; Qualitative research; Political science; Social science","score_opus":0.07146480195140135,"score_gpt":0.4103143330157429,"score_spread":0.3388495310643415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2761164933","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9942398,0.00040310906,0.000035696976,0.0014616008,0.00308229,0.00029629914,0.0000020912282,0.000016173339,0.00046290597],"genre_scores_gemma":[0.9973575,0.00025969886,0.0015524784,0.00007912179,0.00063789304,0.00005709845,0.000005388721,0.0000074412656,0.000043390577],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984845,0.0002570749,0.00031929318,0.00017644298,0.00046974054,0.00029294315],"domain_scores_gemma":[0.99847245,0.00032396097,0.0005241528,0.00020255234,0.00018989875,0.00028696744],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0016179656,0.000087594664,0.0002825042,0.0006992018,0.0016115879,0.00017087348,0.00033462307,0.00011303381,0.00009626214],"category_scores_gemma":[0.00066855445,0.000082507104,0.00012343819,0.0005775604,0.00048537532,0.00044979245,0.000027165117,0.00016804083,0.0000010581853],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009465827,0.00004997501,0.845738,0.00000937343,0.00014938024,0.0000010584804,0.12245394,2.8087987e-7,0.000023736799,0.00028719642,0.00016534228,0.031112272],"study_design_scores_gemma":[0.00018231606,0.000018940038,0.9771125,0.000059280283,0.00015840303,6.730661e-7,0.006896735,0.000019519492,0.000029937797,0.00023808784,0.015184844,0.000098763914],"about_ca_topic_score_codex":0.0008172025,"about_ca_topic_score_gemma":0.0009890089,"teacher_disagreement_score":0.13137452,"about_ca_system_score_codex":0.000050152055,"about_ca_system_score_gemma":0.00021881386,"threshold_uncertainty_score":0.99968815},"labels":[],"label_agreement":null},{"id":"W2762756570","doi":"10.2196/publichealth.6796","title":"Twitter and Public Health (Part 2): Qualitative Analysis of How Individual Health Professionals Outside Organizations Use Microblogging to Promote and Disseminate Health-Related Information","year":2017,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Public health; Misinformation; Social media; Microblogging; Public relations; Dissemination; Health care; Health education; Health promotion; Information Dissemination; Medicine; Political science; Nursing; World Wide Web","score_opus":0.14214469848733186,"score_gpt":0.4558464325343925,"score_spread":0.31370173404706064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2762756570","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.50148416,0.00069135544,0.0001480627,0.4947252,0.00042252036,0.002271157,0.00019013158,0.0000477633,0.000019647452],"genre_scores_gemma":[0.9839302,0.0017873577,0.0011895035,0.011833576,0.00012264325,0.00039098214,0.0006126295,0.00002158562,0.00011152982],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99340785,0.0029534425,0.0012820393,0.00047862154,0.00064483506,0.0012332235],"domain_scores_gemma":[0.99260443,0.0015203424,0.0024013224,0.00040640883,0.0007241264,0.0023433599],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.012269678,0.00023780447,0.00096508214,0.0007759978,0.0039063604,0.000831247,0.00027998482,0.0001691188,0.000019979021],"category_scores_gemma":[0.013336913,0.00023615012,0.000041229418,0.001829671,0.00047737942,0.0018522098,0.00015495009,0.00032588388,0.0000021807577],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000075453663,0.000092570896,0.42243826,0.00048282085,0.00008490874,9.0920366e-8,0.52487725,2.6078433e-7,4.8897715e-7,0.0018175968,0.007846947,0.042351235],"study_design_scores_gemma":[0.00041392446,0.00023009272,0.874089,0.00013264026,0.000003120978,0.000001311881,0.059821803,0.000052721418,1.3609989e-7,0.00008787217,0.06494327,0.00022410217],"about_ca_topic_score_codex":0.016559679,"about_ca_topic_score_gemma":0.016121533,"teacher_disagreement_score":0.48289162,"about_ca_system_score_codex":0.0005107185,"about_ca_system_score_gemma":0.0070963134,"threshold_uncertainty_score":0.99853253},"labels":[],"label_agreement":null},{"id":"W2765181993","doi":"10.2196/resprot.7356","title":"Recruiting Women to a Mobile Health Smoking Cessation Trial: Low- and No-Cost Strategies","year":2017,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Cancer Institute","keywords":"Smoking cessation; Medicine; Family medicine; Psychology; Gerontology","score_opus":0.631260755676925,"score_gpt":0.690675251956415,"score_spread":0.059414496279490026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2765181993","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12381239,0.000004056333,0.0000066489524,0.0030782546,0.00021368529,0.8659899,0.000004582804,0.00007918458,0.0068112463],"genre_scores_gemma":[0.11004757,0.000009389509,0.00014294835,0.00007608519,0.0017949074,0.8877297,0.000002017254,0.000018707606,0.000178639],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99545443,0.0015178787,0.0003681335,0.00039546288,0.0011416004,0.0011225048],"domain_scores_gemma":[0.99660563,0.0013899194,0.00029852154,0.00046139682,0.0005900619,0.0006544883],"candidate_categories":["metaresearch","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.012239154,0.0001040974,0.00022636548,0.00019406574,0.00480046,0.0017177309,0.00059245183,0.00014180278,0.0001227315],"category_scores_gemma":[0.010221183,0.00010865014,0.000022495347,0.00032972998,0.00045305106,0.0008683867,0.00016699424,0.0004942123,0.00006228657],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030652068,0.0003892957,0.007784139,0.0012213645,0.000009548555,0.0000019651175,0.28350672,0.000002031239,0.000091294234,0.009036923,0.0039536143,0.6909379],"study_design_scores_gemma":[0.005183059,0.0023248892,0.006874956,0.002039046,3.3929908e-7,1.5057107e-7,0.06033944,0.000007423741,0.00004470653,0.004266235,0.9187267,0.00019309309],"about_ca_topic_score_codex":0.006368806,"about_ca_topic_score_gemma":0.0016850661,"teacher_disagreement_score":0.91477305,"about_ca_system_score_codex":0.0012254879,"about_ca_system_score_gemma":0.0033617916,"threshold_uncertainty_score":0.9993186},"labels":[],"label_agreement":null},{"id":"W2765365621","doi":"10.1016/j.jand.2017.08.012","title":"Women’s Perceptions of Usefulness and Ease of Use of Four Healthy Eating Blog Characteristics: A Qualitative Study of 33 French-Canadian Women","year":2017,"lang":"en","type":"article","venue":"Journal of the Academy of Nutrition and Dietetics","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Usability; Hyperlink; Qualitative research; Perception; Content analysis; Knowledge translation; Promotion (chess); Psychology; Health promotion; Medicine; Medical education; Applied psychology; Nursing; World Wide Web; Public health; Web page; Knowledge management; Computer science; Sociology","score_opus":0.22710818014463235,"score_gpt":0.43653717446110385,"score_spread":0.2094289943164715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2765365621","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9948454,0.00008603533,0.0000026119296,0.0041954983,0.00030734052,0.00044397503,0.000107126216,0.0000010671927,0.000010950508],"genre_scores_gemma":[0.9984335,0.0008998983,0.00039864623,0.00006290343,0.00016522409,0.00002848212,3.0725244e-7,0.000005515911,0.000005529756],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9978642,0.00060012005,0.00085909886,0.00007848823,0.00040979998,0.00018830922],"domain_scores_gemma":[0.9954504,0.0012793678,0.0024642663,0.00010569335,0.0004423979,0.00025791008],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018301916,0.00007531496,0.00044458563,0.0001879282,0.00035131373,0.00001634337,0.00024344058,0.00011940544,0.000017220724],"category_scores_gemma":[0.0047271266,0.00006587057,0.00005369356,0.00013081092,0.0007077785,0.00021806936,0.000038049195,0.00023488057,5.778561e-8],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012387247,0.0008303092,0.20337465,0.00074101635,0.00006454345,2.766293e-7,0.7919061,8.6878185e-7,0.00047298885,0.0003850927,0.00011219766,0.0019880882],"study_design_scores_gemma":[0.0007214987,0.0005452097,0.66742337,0.00041088578,0.00003934623,8.8105173e-7,0.3283529,0.0000057491393,0.0000445002,0.0022088343,0.00020099916,0.000045841778],"about_ca_topic_score_codex":0.007373039,"about_ca_topic_score_gemma":0.0011771111,"teacher_disagreement_score":0.4640487,"about_ca_system_score_codex":0.00016465691,"about_ca_system_score_gemma":0.0003339801,"threshold_uncertainty_score":0.99923694},"labels":[],"label_agreement":null},{"id":"W2765583082","doi":"10.2196/mental.6707","title":"Techniques for Improving Communication of Emotional Content in Text-Only Web-Based Therapeutic Communications: Systematic Review","year":2017,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Cancer Council NSW; National Health and Medical Research Council; Medical Research Council; Hunter Medical Research Institute","keywords":"PsycINFO; CINAHL; MEDLINE; Data extraction; Empirical research; Nonverbal communication; Psychology; Computer science; Communication","score_opus":0.2121025882101205,"score_gpt":0.4955906989747536,"score_spread":0.2834881107646331,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2765583082","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.038875278,0.16991962,0.00030284253,0.656803,0.0024692335,0.12778862,0.00025866358,0.000424198,0.0031585232],"genre_scores_gemma":[0.96818286,0.013147722,0.0049483976,0.0029314226,0.000063221305,0.010563456,0.00008960304,0.000018423427,0.000054863274],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9974785,0.0010313494,0.0007822818,0.00014172187,0.00031409285,0.00025204496],"domain_scores_gemma":[0.9962327,0.0011400463,0.0012715171,0.00105487,0.00020291896,0.00009798274],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0041148914,0.00009334776,0.00041917266,0.00008205386,0.0013912149,0.00003944754,0.0009516585,0.000077097175,0.0000125380875],"category_scores_gemma":[0.0014191244,0.000093466166,0.000074298085,0.000112528665,0.00038271802,0.00017419805,0.000060729166,0.00014779408,0.0000032062756],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000084512954,0.002212489,0.043201644,0.6127596,0.000042858937,1.1574691e-7,0.048421174,1.1114942e-7,0.00017522956,0.09164572,0.0019503167,0.19950621],"study_design_scores_gemma":[0.005391181,0.0012965694,0.26531428,0.64487725,0.0002082023,0.0000047748576,0.04676735,0.0016053588,0.00027591863,0.005862115,0.027083315,0.0013136503],"about_ca_topic_score_codex":0.012418041,"about_ca_topic_score_gemma":0.011719942,"teacher_disagreement_score":0.92930764,"about_ca_system_score_codex":0.001020885,"about_ca_system_score_gemma":0.0016501541,"threshold_uncertainty_score":0.99990886},"labels":[],"label_agreement":null},{"id":"W2765914305","doi":"","title":"MÉDIAS SOCIAUX : #Distance professionnelle : quand les patients deviennent des amis","year":2017,"lang":"fr","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Occupational training; Ethnology; Sociology; Art","score_opus":0.7216408300862296,"score_gpt":0.6624852607584131,"score_spread":0.059155569327816515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2765914305","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87266946,0.08545427,0.000087341745,0.0071614156,0.02324426,0.002367806,0.00008334032,0.00003485599,0.0088972235],"genre_scores_gemma":[0.9080629,0.086613394,0.0004001734,0.00024401429,0.0019349215,0.0004693557,0.000013332843,0.00007659402,0.0021853657],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99326336,0.0017623064,0.0014954029,0.0007218608,0.0015908581,0.0011661949],"domain_scores_gemma":[0.99055225,0.002287657,0.003886749,0.00086698256,0.0015008182,0.00090556993],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0039965864,0.000493938,0.0011002132,0.00033793552,0.007676757,0.002486537,0.0055476897,0.00048178577,0.016050357],"category_scores_gemma":[0.011144263,0.00050441094,0.0003141049,0.00091492373,0.002655455,0.0054806154,0.0011635746,0.00084017456,0.000100166755],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000067440706,0.00070907123,0.7115367,0.00038287463,0.00008111893,0.0000048398297,0.013489642,0.0000036123145,0.00009490974,0.0012183577,0.03293575,0.23947567],"study_design_scores_gemma":[0.0005460466,0.000017828526,0.8863314,0.0023750314,0.000114931274,4.923804e-7,0.0049587158,0.000011493519,0.00031981865,0.016871402,0.08795251,0.0005003635],"about_ca_topic_score_codex":0.047560874,"about_ca_topic_score_gemma":0.008054949,"teacher_disagreement_score":0.2389753,"about_ca_system_score_codex":0.0014729621,"about_ca_system_score_gemma":0.001504714,"threshold_uncertainty_score":0.99983275},"labels":[],"label_agreement":null},{"id":"W2766261156","doi":"10.2196/resprot.8189","title":"The Adoption of Social Media to Recruit Participants for the Cool Runnings Randomized Controlled Trial in Australia","year":2017,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Australian Government","keywords":"Social media; Randomized controlled trial; Popularity; Intervention (counseling); Population; Medicine; Family medicine; Gerontology; Psychology; Advertising; Demography; Environmental health; Nursing; Social psychology","score_opus":0.7392769229915069,"score_gpt":0.6869314165056697,"score_spread":0.052345506485837245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2766261156","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.056739636,0.0000035558214,0.0000071835125,0.020488614,0.0005301412,0.921914,0.000004444943,0.000014353092,0.00029810774],"genre_scores_gemma":[0.16754222,0.00000427994,0.00004294045,0.00001491311,0.0019477995,0.8300091,0.0000010006293,0.000010496266,0.00042728038],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9925797,0.004022243,0.0008063063,0.000232515,0.0013957386,0.00096347585],"domain_scores_gemma":[0.95611256,0.04196036,0.0005447,0.00038852482,0.00080724317,0.00018662155],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.047095403,0.00010211735,0.00065455225,0.00010515349,0.0037264286,0.00041554339,0.0011575415,0.00019294434,0.00007554434],"category_scores_gemma":[0.1634284,0.00005959052,0.0001996413,0.00029617266,0.0017859268,0.00017906526,0.000092033784,0.00042977865,0.000028518998],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8945145,0.0001688979,0.00029229018,0.000046370198,0.000024160729,2.4195643e-7,0.07602597,4.5830137e-7,0.00003581738,0.015279341,0.0049927626,0.0086192135],"study_design_scores_gemma":[0.82015425,0.00030287536,0.007898932,0.00030691968,0.000011010162,1.8575317e-8,0.008477997,0.000031149306,0.000056201057,0.0058385846,0.1568142,0.0001078448],"about_ca_topic_score_codex":0.0022516483,"about_ca_topic_score_gemma":0.006825194,"teacher_disagreement_score":0.15182143,"about_ca_system_score_codex":0.00027763905,"about_ca_system_score_gemma":0.0012700408,"threshold_uncertainty_score":0.9975706},"labels":[],"label_agreement":null},{"id":"W2766413477","doi":"10.1007/s11899-017-0421-y","title":"Rare Cancers and Social Media: Analysis of Twitter Metrics in the First 2 Years of a Rare-Disease Community for Myeloproliferative Neoplasms on Social Media—#MPNSM","year":2017,"lang":"en","type":"review","venue":"Current Hematologic Malignancy Reports","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"National Cancer Institute","keywords":"Social media; Social media analytics; Internet privacy; Field (mathematics); Health care; Categorization; Order (exchange); Analytics; Public relations; Medicine; Computer science; World Wide Web; Data science; Political science; Business","score_opus":0.41426121650310205,"score_gpt":0.48448902755134826,"score_spread":0.07022781104824621,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2766413477","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.029617691,0.95895284,0.0000030374958,0.0006125705,0.005276733,0.0049725883,0.00040136994,0.000031123058,0.00013203731],"genre_scores_gemma":[0.13044474,0.86436725,0.00003049546,0.00004213502,0.00072225224,0.0038121638,0.000547533,0.000030984793,0.0000024823755],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99439615,0.0017896398,0.0017430374,0.00052156777,0.001018463,0.0005311563],"domain_scores_gemma":[0.98097956,0.013638865,0.004222663,0.00059724954,0.00041285716,0.00014878891],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003996682,0.00040214922,0.0029949944,0.00083672383,0.0012305351,0.00006432968,0.00073864206,0.0005628662,0.000024232753],"category_scores_gemma":[0.023551138,0.0003252162,0.0007883568,0.0017724592,0.0010715929,0.000108591514,0.00011249685,0.0007836235,7.439914e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060100654,0.00067894766,0.01851621,0.029205326,0.0006681706,0.000119517295,0.36324733,7.227959e-7,1.0134225e-8,0.0053051584,0.00370252,0.578496],"study_design_scores_gemma":[0.0008474909,0.000103198676,0.042704254,0.01401591,0.012025263,0.00001794517,0.027962856,0.000005161074,0.000001127995,0.009236177,0.89161116,0.0014694681],"about_ca_topic_score_codex":0.0008690724,"about_ca_topic_score_gemma":0.005575122,"teacher_disagreement_score":0.88790864,"about_ca_system_score_codex":0.0005423628,"about_ca_system_score_gemma":0.0027938422,"threshold_uncertainty_score":0.99992},"labels":[],"label_agreement":null},{"id":"W2766719223","doi":"10.2196/publichealth.8507","title":"Online Influence and Sentiment of Fitness Tweets: Analysis of Two Million Fitness Tweets","year":2017,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Irish Research Council; Science Foundation Ireland","keywords":"Social media; Computer science; Internet privacy; World Wide Web","score_opus":0.08938126687600098,"score_gpt":0.4381106499539682,"score_spread":0.3487293830779672,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2766719223","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9798091,0.001006457,0.000023673143,0.017437093,0.0006061931,0.00080325507,0.00007524307,0.000022286116,0.00021666544],"genre_scores_gemma":[0.997158,0.0019832095,0.00016047026,0.0003132164,0.0001799363,0.00011606357,0.00004806072,0.000007781926,0.000033277556],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99749756,0.0005583706,0.0006168438,0.00032723654,0.0004987294,0.0005012514],"domain_scores_gemma":[0.9966426,0.00093012024,0.0009321365,0.00042509727,0.0004553937,0.0006146733],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028225607,0.00012596993,0.0006035982,0.00027195897,0.0008345139,0.00008678112,0.00030190984,0.0001110177,0.000023325121],"category_scores_gemma":[0.00319976,0.00012653295,0.000055400014,0.000723079,0.00072066457,0.0003351013,0.00007469068,0.00012769007,5.9068424e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009538332,0.000117543146,0.95594907,0.00021668177,0.000044425404,2.6994996e-7,0.012815614,0.000003924199,0.000006403518,0.0006762061,0.0000643992,0.030095903],"study_design_scores_gemma":[0.0003496048,0.00005534907,0.9867695,0.000029454015,0.0000056342205,2.0350348e-7,0.0018874558,0.00015684386,0.0000019714244,0.00009644866,0.010541172,0.00010634047],"about_ca_topic_score_codex":0.024077408,"about_ca_topic_score_gemma":0.019044423,"teacher_disagreement_score":0.030820431,"about_ca_system_score_codex":0.00012165912,"about_ca_system_score_gemma":0.0012266664,"threshold_uncertainty_score":0.9988555},"labels":[],"label_agreement":null},{"id":"W2766760523","doi":"10.1016/j.annemergmed.2014.12.018","title":"In reply","year":2015,"lang":"en","type":"letter","venue":"Annals of Emergency Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; McMaster University Medical Centre; University of Saskatchewan","funders":"","keywords":"Social media; Scopus; World Wide Web; Scholarship; Medicine; Function (biology); Resource (disambiguation); Library science; Internet privacy; Computer science; MEDLINE; Political science; Law","score_opus":0.5283933422710575,"score_gpt":0.5491517445830811,"score_spread":0.02075840231202364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2766760523","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010176909,0.0043280628,5.516805e-7,0.9011909,0.044681694,0.00074065884,0.000006034323,0.000023572073,0.048010856],"genre_scores_gemma":[0.0006243568,0.020692764,0.000029662127,0.8729624,0.09373345,0.00043279235,0.00011895775,0.000052046253,0.011353547],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963234,0.00058399857,0.0009970732,0.00030310385,0.00123767,0.0005547373],"domain_scores_gemma":[0.9970278,0.00089456723,0.000590734,0.00036572668,0.00094838435,0.00017279817],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0036075376,0.00017285054,0.00055290706,0.0003703671,0.00007750682,0.0000012227654,0.00045261453,0.0005804537,0.006256655],"category_scores_gemma":[0.025535626,0.00016656386,0.00008247009,0.0009891535,0.00032674414,0.00013030192,0.000021433147,0.0009019156,0.00006559881],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004434721,0.000019077055,0.0012704099,0.00013740342,0.000009721586,0.000009547854,0.02722353,6.9630936e-8,9.651392e-7,0.00022890209,0.97038984,0.00070607016],"study_design_scores_gemma":[0.0000886211,0.00009671256,0.00065983227,0.0002240109,0.000013973285,9.536499e-8,0.0014494666,2.4554467e-7,0.0000028408892,0.008729056,0.9886044,0.00013070028],"about_ca_topic_score_codex":0.07683921,"about_ca_topic_score_gemma":0.0023236275,"teacher_disagreement_score":0.07451558,"about_ca_system_score_codex":0.00009161401,"about_ca_system_score_gemma":0.0010233221,"threshold_uncertainty_score":0.99465173},"labels":[],"label_agreement":null},{"id":"W2766799159","doi":"10.1007/s11899-017-0424-8","title":"Social Media in Hematology in 2017: Dystopia, Utopia, or Somewhere In-between?","year":2017,"lang":"en","type":"review","venue":"Current Hematologic Malignancy Reports","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Dystopia; Hematology; Utopia; Internal medicine; Social media; Medicine; Political science; Law","score_opus":0.5896881544385401,"score_gpt":0.5592891715628737,"score_spread":0.030398982875666336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2766799159","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0029667977,0.97204775,0.0000010224165,0.0004440811,0.01682202,0.0050115935,0.000012191483,0.00010987142,0.00258468],"genre_scores_gemma":[0.0038342727,0.9890305,0.00004418039,0.000010184452,0.0017381302,0.004983484,0.00014276637,0.0000611249,0.00015539475],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99000126,0.0019961898,0.0039333575,0.0014800243,0.0008826168,0.001706557],"domain_scores_gemma":[0.9902583,0.004489855,0.0038482617,0.00093975593,0.00014172737,0.00032212623],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004017987,0.0007858941,0.00526775,0.0011469002,0.00051196275,0.00010947334,0.0010959062,0.0021293228,0.00028863866],"category_scores_gemma":[0.018685434,0.00070271787,0.00044730806,0.0013317817,0.0007224998,0.00031387052,0.00023145192,0.0017952316,0.00010059525],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000056522395,0.0003783151,0.107380845,0.020849146,0.000018947709,0.003959167,0.0151123265,2.3614524e-8,3.2372898e-9,0.015659982,0.0008932922,0.8357423],"study_design_scores_gemma":[0.00026612612,0.000014256544,0.0037324706,0.025873553,0.00009218554,0.00022606346,0.00063579617,1.02411214e-7,1.3487528e-7,0.008212428,0.9601809,0.000765984],"about_ca_topic_score_codex":0.0017603429,"about_ca_topic_score_gemma":0.037189003,"teacher_disagreement_score":0.9592876,"about_ca_system_score_codex":0.0015866689,"about_ca_system_score_gemma":0.0065930556,"threshold_uncertainty_score":0.9995424},"labels":[],"label_agreement":null},{"id":"W2766843458","doi":"","title":"SOCIAL MEDIA: #Boundaries: When patients become friends","year":2017,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social media; Public relations; Professional development; Medicine; Nursing; Medical education; Psychology; Political science","score_opus":0.49908355126704457,"score_gpt":0.6349147775906159,"score_spread":0.1358312263235713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2766843458","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9477604,0.0017909806,0.000018258357,0.005570161,0.018843569,0.0012650897,0.000066089175,0.00006630493,0.024619127],"genre_scores_gemma":[0.99327195,0.0021340193,0.00015545086,0.00030272367,0.0036094033,0.00028420845,0.00002214409,0.00005165348,0.00016842467],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9952618,0.00068588025,0.0009621005,0.00047327075,0.0018256083,0.0007913508],"domain_scores_gemma":[0.9935578,0.002048264,0.0021615778,0.0005938686,0.0010484861,0.0005900042],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0032818587,0.00028713702,0.0007868061,0.00047578994,0.007995727,0.0066567375,0.0057270667,0.00032747837,0.011875589],"category_scores_gemma":[0.01596222,0.00030187328,0.0002015303,0.00049302663,0.0018350938,0.0051164003,0.00090484065,0.0005836503,0.0000648294],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006048902,0.0002457848,0.8413243,0.000041746014,0.0000734471,0.0000037678108,0.048176255,2.2960909e-7,0.000056364992,0.002073205,0.060084753,0.047859628],"study_design_scores_gemma":[0.00040542925,0.000005082709,0.78154415,0.000096563985,0.000051170595,1.696834e-7,0.0014228655,7.808112e-7,0.00011497281,0.03323402,0.18284458,0.00028020403],"about_ca_topic_score_codex":0.026005747,"about_ca_topic_score_gemma":0.0070116823,"teacher_disagreement_score":0.12275982,"about_ca_system_score_codex":0.0006094679,"about_ca_system_score_gemma":0.0017629549,"threshold_uncertainty_score":0.9999433},"labels":[],"label_agreement":null},{"id":"W2766937588","doi":"10.2196/cancer.8150","title":"“Thanks for Letting Us All Share Your Mammogram Experience Virtually”: Developing a Web-Based Hub for Breast Cancer Screening","year":2017,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Impact Fund","keywords":"Thematic analysis; Resource (disambiguation); Context (archaeology); World Wide Web; Computer science; Breast cancer; Service (business); Medicine; Qualitative research; Cancer; Business; Marketing; Sociology","score_opus":0.24770712945499673,"score_gpt":0.5106963727198115,"score_spread":0.26298924326481476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2766937588","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9004713,0.00079312234,0.005538934,0.06888585,0.012517451,0.010091198,0.0008915209,0.00034673803,0.0004638494],"genre_scores_gemma":[0.91702896,0.00011756157,0.0121432105,0.002953887,0.006223779,0.061241735,0.00002575619,0.000068366986,0.00019671829],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99772555,0.00007193332,0.0003442698,0.0005049458,0.00044609248,0.00090718985],"domain_scores_gemma":[0.997668,0.00069500733,0.0005371375,0.00031735998,0.00052634976,0.00025609558],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00064303225,0.00020606877,0.00027738078,0.0000804236,0.0029061153,0.00036867196,0.0007096484,0.00022749229,0.00022762365],"category_scores_gemma":[0.0016057923,0.0002261943,0.00013094411,0.00016577204,0.0002724217,0.0005078962,0.00005301802,0.00016717258,0.00000344241],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025121166,0.00006394335,0.26783633,0.00044538174,0.000059148384,0.0000014865504,0.07269675,0.00006632841,0.00044805396,0.0016213527,0.0048931427,0.6516169],"study_design_scores_gemma":[0.0019974501,0.00006152017,0.2936098,0.0012047401,0.00005333661,6.141296e-7,0.011705127,0.0017283527,0.00047282607,0.00020598689,0.6881384,0.00082184136],"about_ca_topic_score_codex":0.021860417,"about_ca_topic_score_gemma":0.031062344,"teacher_disagreement_score":0.68324524,"about_ca_system_score_codex":0.0009294471,"about_ca_system_score_gemma":0.0025798387,"threshold_uncertainty_score":0.998392},"labels":[],"label_agreement":null},{"id":"W2767073213","doi":"10.1007/s11899-017-0422-x","title":"Analysis of First-Year Twitter Metrics of a Rare Disease Community for Blastic Plasmacytoid Dendritic Cell Neoplasm (BPDCN) on Social Media: #BPDCN","year":2017,"lang":"en","type":"review","venue":"Current Hematologic Malignancy Reports","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"National Cancer Institute; European Hematology Association","keywords":"Social media; Context (archaeology); Medicine; Disease; Cancer; Family medicine; Internal medicine; Computer science; World Wide Web; Biology","score_opus":0.4136773431322619,"score_gpt":0.47976849415244993,"score_spread":0.06609115102018803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2767073213","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009292415,0.97182167,0.000053738313,0.00011415187,0.01221593,0.005401718,0.0005393592,0.00009068577,0.0004703523],"genre_scores_gemma":[0.086397916,0.908922,0.00012623555,0.000007764475,0.0006607258,0.002963566,0.0008281502,0.000064839885,0.000028784516],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9929297,0.0015445201,0.0026966492,0.0007513773,0.0012656013,0.0008121824],"domain_scores_gemma":[0.9743905,0.016466668,0.006553065,0.001299626,0.0008162661,0.00047388018],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002672385,0.000627137,0.0043565957,0.0012785565,0.0015259387,0.00006970246,0.0010368489,0.0007335031,0.00012605377],"category_scores_gemma":[0.04065958,0.00057673914,0.0018848025,0.0020543544,0.0008499201,0.00012728562,0.00018720097,0.0008692511,0.000009661886],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014648239,0.0071811723,0.09853524,0.41107327,0.0028070463,0.00044120435,0.050581615,0.000007860828,1.1872532e-7,0.005991659,0.009505545,0.4137288],"study_design_scores_gemma":[0.0007109547,0.00015686864,0.002701187,0.029465659,0.029235419,0.000019450466,0.0036935725,0.000016046895,0.000008914284,0.003952549,0.9282983,0.0017411102],"about_ca_topic_score_codex":0.00029751423,"about_ca_topic_score_gemma":0.0006399494,"teacher_disagreement_score":0.9187927,"about_ca_system_score_codex":0.00051558414,"about_ca_system_score_gemma":0.0024670754,"threshold_uncertainty_score":0.9997739},"labels":[],"label_agreement":null},{"id":"W2767317080","doi":"10.1016/j.jacr.2017.09.022","title":"Going Viral and Interacting with the Press","year":2017,"lang":"en","type":"article","venue":"Journal of the American College of Radiology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal College of Physicians and Surgeons of Canada; McMaster University; University of Toronto","funders":"","keywords":"Mainstream; Social media; Timeline; Counterintuitive; Public relations; Media studies; Internet privacy; Sociology; Computer science; Political science; World Wide Web; History","score_opus":0.04592408625433583,"score_gpt":0.38175087674604374,"score_spread":0.33582679049170794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2767317080","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9593997,0.00016743547,0.000010610055,0.037482973,0.0019459013,0.00017343526,0.0000022121217,0.0000016385152,0.00081609766],"genre_scores_gemma":[0.9982915,0.00017385144,0.00048764423,0.00016196034,0.0008162165,0.0000060007133,1.4588569e-8,0.0000040714663,0.000058725727],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99897134,0.0004990087,0.00018167359,0.000051616236,0.00015780295,0.00013856844],"domain_scores_gemma":[0.995319,0.002505559,0.0018368551,0.00016138623,0.00012711657,0.00005008315],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010424863,0.00004375641,0.00021407829,0.000023886034,0.0008088385,0.000019170666,0.0005421399,0.000021277,0.0000030771344],"category_scores_gemma":[0.004714593,0.000022782044,0.00004011479,0.00006130623,0.0018582576,0.00013178786,0.000046668232,0.00021441263,1.7200529e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007606642,0.00009227408,0.842223,0.000038555125,0.00027661925,0.000020585872,0.074589536,0.000046334786,0.0009003147,0.013202655,0.02183268,0.04601679],"study_design_scores_gemma":[0.00069898774,0.0009947012,0.809262,0.0001942936,0.0001243337,0.00044491712,0.05011109,0.000057140347,0.00020024976,0.00085953943,0.13690434,0.00014842095],"about_ca_topic_score_codex":0.0016683697,"about_ca_topic_score_gemma":0.00062955986,"teacher_disagreement_score":0.11507166,"about_ca_system_score_codex":0.0000722938,"about_ca_system_score_gemma":0.00031884314,"threshold_uncertainty_score":0.6846827},"labels":[],"label_agreement":null},{"id":"W2767539728","doi":"10.1016/j.jacr.2017.09.035","title":"Impact of a Physician-Led Social Media Sharing Program on a Medical Journal’s Web Traffic","year":2017,"lang":"en","type":"article","venue":"Journal of the American College of Radiology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Social media; Web traffic; MEDLINE; Business; Internet privacy; World Wide Web; Medicine; Computer science; The Internet; Political science","score_opus":0.05850812043704188,"score_gpt":0.42918710097344115,"score_spread":0.37067898053639925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2767539728","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9800983,0.00010243851,0.0000014227016,0.0145656215,0.004341226,0.00036381817,0.000014385686,0.0000075275657,0.00050526176],"genre_scores_gemma":[0.9946843,0.00037368084,0.00024436353,0.0001175512,0.0045387507,0.000016037215,1.9096956e-7,0.000015093801,0.000010032053],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9967076,0.00094457966,0.0008102586,0.00012434235,0.0009910173,0.00042218968],"domain_scores_gemma":[0.9915788,0.0022746352,0.0050715357,0.00026364767,0.0005137387,0.0002976481],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0028992407,0.00013635989,0.00090321235,0.00019848919,0.00091008114,0.00002560797,0.0018341674,0.00014357605,0.000058671445],"category_scores_gemma":[0.017547809,0.00009242688,0.0005947228,0.00040372115,0.0030070317,0.00015082362,0.00006775005,0.0007404858,0.0000014475781],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032140997,0.0037637737,0.12220634,0.00008852424,0.001658727,0.00016808033,0.0929497,0.00019595637,0.0009420911,0.0042733736,0.048890986,0.72164834],"study_design_scores_gemma":[0.0024006336,0.003534284,0.9720956,0.00036112175,0.00021628247,0.0003426203,0.014151592,0.00022889637,0.00003872738,0.0016418598,0.004725869,0.00026250057],"about_ca_topic_score_codex":0.00027150923,"about_ca_topic_score_gemma":0.00044760303,"teacher_disagreement_score":0.8498893,"about_ca_system_score_codex":0.0005409375,"about_ca_system_score_gemma":0.00424967,"threshold_uncertainty_score":0.9997062},"labels":[],"label_agreement":null},{"id":"W2767781917","doi":"10.2217/rme-2017-0055","title":"Leveraging Social Media in the Stem Cell Sector: Exploring Twitter's Potential as a Vehicle for Public Information Campaigns","year":2017,"lang":"en","type":"article","venue":"Regenerative Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"University of Regina","keywords":"Social media; Internet privacy; Business; Public relations; Advertising; Political science; Computer science; World Wide Web","score_opus":0.40673794779656886,"score_gpt":0.4034993941850449,"score_spread":0.0032385536115239755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2767781917","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93174744,0.00013040667,0.00046998082,0.05786093,0.0059025045,0.0013842701,0.000004238846,0.000036530073,0.0024636935],"genre_scores_gemma":[0.9900336,0.0000700941,0.00006619154,0.00069617596,0.00750775,0.0015333239,0.000028853854,0.00001117722,0.000052792555],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9978257,0.00048305647,0.00036323184,0.00017823606,0.00069323584,0.000456573],"domain_scores_gemma":[0.99775314,0.0012329124,0.00037695855,0.00022476987,0.00028387006,0.0001283471],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002610989,0.00013369643,0.00023095576,0.00014660688,0.0027127718,0.00021633555,0.0005078965,0.00010385993,0.0000629572],"category_scores_gemma":[0.0029751423,0.000103053666,0.00004943529,0.00021489982,0.00042796737,0.0011486299,0.000032077503,0.00023304907,0.000017553517],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019370462,0.000031263342,0.0025102932,0.0000399851,0.000007550331,0.0000016455049,0.9591063,0.000002775637,0.0002646926,0.010355055,0.0022606237,0.025400413],"study_design_scores_gemma":[0.0027394674,0.00018000857,0.042214613,0.00012454586,0.000048809667,0.0000014964179,0.85835016,0.00028438284,0.0010311841,0.003104916,0.09155505,0.00036533928],"about_ca_topic_score_codex":0.0023785485,"about_ca_topic_score_gemma":0.0021129865,"teacher_disagreement_score":0.100756146,"about_ca_system_score_codex":0.00038222913,"about_ca_system_score_gemma":0.00052859087,"threshold_uncertainty_score":0.9985856},"labels":[],"label_agreement":null},{"id":"W2767906893","doi":"10.1177/0193945917740706","title":"Using Facebook and LinkedIn to Recruit Nurses for an Online Survey","year":2017,"lang":"en","type":"article","venue":"Western Journal of Nursing Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":91,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital; Montfort Hospital; University of Ottawa","funders":"","keywords":"Social media; Psychology; Sample (material); Medical education; Internet privacy; Medicine; World Wide Web; Computer science","score_opus":0.9216287406946103,"score_gpt":0.7071388113064985,"score_spread":0.21448992938811184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2767906893","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9846827,0.00013407356,0.00016598077,0.008754555,0.0047646137,0.0012540128,0.00001162945,0.000006038793,0.00022640063],"genre_scores_gemma":[0.99244976,0.000112064845,0.003450259,0.00004128729,0.00368363,0.000028513057,0.0000018701261,0.00002125068,0.00021137705],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9972147,0.0010452744,0.0003131653,0.00015939372,0.00077649095,0.00049101876],"domain_scores_gemma":[0.9948247,0.0026359595,0.00027717373,0.0002135866,0.0014720542,0.00057654653],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.009889657,0.00006971733,0.00020805464,0.00026705282,0.0019766688,0.00050471956,0.00057064294,0.00011642968,0.000008353297],"category_scores_gemma":[0.017806934,0.000069558235,0.000031428888,0.00013077672,0.00060766115,0.00051963027,0.000025373201,0.000374686,0.0000028250126],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003378645,0.00030001393,0.27753693,0.000028311653,0.000011415615,0.0000032137132,0.12883642,0.0000049071427,0.0008076512,0.000116413496,0.0012453017,0.59077156],"study_design_scores_gemma":[0.000605887,0.0011139334,0.9493967,0.0014256245,0.000018598796,0.000013640442,0.023011588,0.000057124555,0.00011564998,0.0031042416,0.020971142,0.00016581203],"about_ca_topic_score_codex":0.0028748803,"about_ca_topic_score_gemma":0.005350425,"teacher_disagreement_score":0.6718598,"about_ca_system_score_codex":0.00054631743,"about_ca_system_score_gemma":0.001069603,"threshold_uncertainty_score":0.9993226},"labels":[],"label_agreement":null},{"id":"W2769866527","doi":"10.1017/cem.2017.396","title":"CJEM Debate Series: #SocialMedia – Social media has created emergency medicine celebrities who now influence practice more than published evidence","year":2017,"lang":"en","type":"editorial","venue":"Canadian Journal of Emergency Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Saint John Regional Hospital; Dalhousie University","funders":"","keywords":"Medicine; Social media; Content (measure theory); Action (physics); World Wide Web; Computer science","score_opus":0.20070575219012882,"score_gpt":0.44857608955415845,"score_spread":0.24787033736402964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2769866527","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00259704,0.021009928,0.0000057975244,0.14066365,0.8258935,0.0012512561,0.00017289999,0.000066224056,0.008339671],"genre_scores_gemma":[0.00471372,0.08123228,0.000056215053,0.00016278161,0.9080743,0.0002385258,0.00025819003,0.00019938314,0.0050645624],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98334,0.0023339055,0.00472902,0.0010680684,0.006082356,0.0024466298],"domain_scores_gemma":[0.951267,0.012003955,0.010181852,0.0012081985,0.020079976,0.0052589914],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["sts","research_integrity"],"category_scores_codex":[0.013237828,0.0011598495,0.0028601384,0.0016945145,0.0056690476,0.00020631401,0.0044266484,0.002741926,0.0149336],"category_scores_gemma":[0.6014358,0.0011068798,0.0005069907,0.0022677274,0.005687578,0.0052812654,0.000095759206,0.0043448005,0.000055148248],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012489624,0.000030193645,0.0021428096,0.00038364416,0.00023635443,0.00015387966,0.19004998,8.156324e-7,0.000007614264,0.00022728236,0.80593574,0.0007067669],"study_design_scores_gemma":[0.00080245483,0.0004876541,0.005829348,0.004075041,0.0010831075,0.000008879646,0.045684513,7.4490265e-7,0.0000016639641,0.0015689897,0.9396006,0.000857039],"about_ca_topic_score_codex":0.37137187,"about_ca_topic_score_gemma":0.7109048,"teacher_disagreement_score":0.58819795,"about_ca_system_score_codex":0.003205715,"about_ca_system_score_gemma":0.049338862,"threshold_uncertainty_score":0.9991381},"labels":[],"label_agreement":null},{"id":"W2770396250","doi":"10.1016/j.jacr.2017.09.025","title":"Social Media and the 21st-Century Scholar: How You Can Harness Social Media to Amplify Your Career","year":2017,"lang":"en","type":"article","venue":"Journal of the American College of Radiology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":81,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan; McMaster University","funders":"","keywords":"Social media; Public relations; Key (lock); Sociology; Media studies; Political science; Computer science; World Wide Web","score_opus":0.08026151137146265,"score_gpt":0.36669646024437746,"score_spread":0.2864349488729148,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2770396250","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77173555,0.00038949298,0.0000018672171,0.21932091,0.0077309073,0.00043891548,0.000075618176,0.0000066592706,0.00030006818],"genre_scores_gemma":[0.99010336,0.0008586221,0.00021742863,0.0007683344,0.007963979,0.000042187356,8.6940247e-7,0.000019159734,0.00002603805],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9961637,0.0019583765,0.00048150783,0.0001854595,0.0007251353,0.00048578306],"domain_scores_gemma":[0.9928919,0.0035692358,0.0024115243,0.00028838654,0.00057464326,0.00026427468],"candidate_categories":["metaresearch","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0036099923,0.00016342645,0.0008329119,0.00013115503,0.002989175,0.00008896706,0.0016231133,0.00017413982,0.000015644977],"category_scores_gemma":[0.028491393,0.00010730659,0.00021998982,0.00037374964,0.005267257,0.00018534118,0.00017143524,0.00079583033,0.0000013418261],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017729705,0.00017423721,0.078931384,0.00004759481,0.00047142472,0.000028962653,0.6900216,0.0000026029609,0.00054959557,0.080664635,0.05436087,0.09297415],"study_design_scores_gemma":[0.0023555444,0.00013407857,0.6382877,0.000040544335,0.0002423988,0.000086177184,0.23509555,0.0000015566474,0.00003527857,0.0051165023,0.11831934,0.00028529912],"about_ca_topic_score_codex":0.0017608912,"about_ca_topic_score_gemma":0.004364127,"teacher_disagreement_score":0.55935633,"about_ca_system_score_codex":0.0003700605,"about_ca_system_score_gemma":0.0014587792,"threshold_uncertainty_score":0.9983088},"labels":[],"label_agreement":null},{"id":"W2770571427","doi":"10.2196/formative.7257","title":"A Health Professional–Led Synchronous Discussion on Facebook: Descriptive Analysis of Users and Activities","year":2017,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Arthritis New Zealand","keywords":"Thematic analysis; Arthritis; Social media; Descriptive statistics; Medicine; Psychology; World Wide Web; Computer science; Sociology; Internal medicine; Qualitative research; Social science","score_opus":0.20938769192318163,"score_gpt":0.5508061937666253,"score_spread":0.3414185018434437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2770571427","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9752098,0.00003792477,0.000013908889,0.017052803,0.00071845826,0.0026094415,0.000030240792,0.00001989669,0.0043075765],"genre_scores_gemma":[0.9977899,0.0002191838,0.000043334294,0.000025953073,0.00010889473,0.001393897,0.000008116223,0.000007867751,0.0004028313],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99626905,0.0015808623,0.00026731478,0.00020976893,0.0011262977,0.00054673833],"domain_scores_gemma":[0.99689573,0.0018540674,0.0003836711,0.0003051521,0.0002862111,0.00027517445],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003675977,0.00009571532,0.00035635885,0.0005999394,0.0038419855,0.00012273464,0.000341368,0.00010822038,0.000087036446],"category_scores_gemma":[0.002089137,0.000066230525,0.000068286165,0.0005314061,0.0014008326,0.0006827364,0.00013199016,0.00042562472,0.00001383947],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013597136,0.0002410544,0.023480775,0.00013940062,0.0001381274,4.3386862e-7,0.8743092,0.0000013669777,0.00003722637,0.008705821,0.0011698435,0.09164081],"study_design_scores_gemma":[0.0003273651,0.00043959037,0.72596776,0.0003199876,0.00002057919,7.180894e-8,0.26590562,0.00018540274,0.00014581112,0.00090954034,0.005658811,0.00011944885],"about_ca_topic_score_codex":0.00838966,"about_ca_topic_score_gemma":0.005417224,"teacher_disagreement_score":0.702487,"about_ca_system_score_codex":0.0008690679,"about_ca_system_score_gemma":0.0013274616,"threshold_uncertainty_score":0.9982135},"labels":[],"label_agreement":null},{"id":"W2770710347","doi":"10.1007/s10067-017-3924-y","title":"Ask the rheumatologist online: a qualitative analysis of a web-based service","year":2017,"lang":"en","type":"article","venue":"Clinical Rheumatology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Ask price; Medicine; Public health; Service (business); Family medicine; Medical education; Nursing; Marketing","score_opus":0.3448267637242673,"score_gpt":0.5969112853728786,"score_spread":0.25208452164861134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2770710347","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9083477,0.00014258911,0.00008747688,0.08619746,0.003728168,0.00053785084,0.000036962938,0.0000550372,0.00086674566],"genre_scores_gemma":[0.9973407,0.00052931113,0.0007162037,0.0011043097,0.00007090093,0.00018534184,0.00002499078,0.00001031672,0.00001792066],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9939805,0.0035908027,0.0012483415,0.00037066493,0.0003839888,0.00042570304],"domain_scores_gemma":[0.95573324,0.04078393,0.0016603025,0.00097139255,0.0006404283,0.00021073228],"candidate_categories":["metaresearch","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.006570148,0.00013174827,0.0009584219,0.0001463108,0.0013056446,0.000052344603,0.0013854242,0.00043526792,0.00022618452],"category_scores_gemma":[0.11188002,0.000102441576,0.00033807138,0.0007977482,0.0035953047,0.0001031796,0.00010024804,0.0004215476,0.000060583552],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000077097946,0.00038316674,0.9012923,0.000050097715,0.00044626533,0.0000011010036,0.045054365,0.0000075702055,5.849514e-7,0.044860892,0.00094105955,0.0068854922],"study_design_scores_gemma":[0.0012248621,0.000108613276,0.9097001,0.00010260211,0.00064639223,7.2129774e-7,0.057190016,0.0027343666,0.0000021053706,0.004428224,0.023607055,0.0002549216],"about_ca_topic_score_codex":0.042447563,"about_ca_topic_score_gemma":0.10728253,"teacher_disagreement_score":0.105309874,"about_ca_system_score_codex":0.00006853141,"about_ca_system_score_gemma":0.001912135,"threshold_uncertainty_score":0.9999945},"labels":[],"label_agreement":null},{"id":"W2771113034","doi":"10.2196/resprot.8502","title":"MyVoice National Text Message Survey of Youth Aged 14 to 24 Years: Study Protocol","year":2017,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":98,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Data collection; Confidentiality; Qualitative property; Protocol (science); Descriptive statistics; Adolescent health; Medical education; Incentive; Psychology; Health care; Qualitative research; Public relations; Computer science; Medicine; Political science; Sociology; Nursing","score_opus":0.7318197792132817,"score_gpt":0.6925864128830312,"score_spread":0.03923336633025043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2771113034","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.021414516,1.9456196e-7,0.0000016858575,0.0009512444,0.00010098592,0.9696694,0.000037933736,0.000044759938,0.0077792527],"genre_scores_gemma":[0.10198183,7.3095336e-8,0.00010934136,0.00002427779,0.0006062086,0.8965753,0.0000042762777,0.000024862553,0.00067384244],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9898039,0.0047344286,0.00050754176,0.00047505973,0.0036971648,0.0007818914],"domain_scores_gemma":[0.9934085,0.0024895018,0.00034470938,0.00077635614,0.0025358268,0.0004451068],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.023982175,0.00013079432,0.00028385213,0.00030373735,0.0018226164,0.00046928384,0.0017250361,0.0001754515,0.0003442342],"category_scores_gemma":[0.04594932,0.00013316557,0.00004650448,0.0008596537,0.000635672,0.00045071737,0.0003569174,0.00063248817,0.00023944372],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009813419,0.003529015,0.7741037,0.00036714924,0.000028025139,0.000005618694,0.18097214,0.0000010461968,0.000109176726,0.0008643391,0.021346647,0.017691763],"study_design_scores_gemma":[0.0012617968,0.00070777175,0.88331056,0.00036249662,7.3723595e-7,3.880894e-8,0.00614456,8.0086215e-7,0.00006285994,0.0002663027,0.10775165,0.0001304293],"about_ca_topic_score_codex":0.027467728,"about_ca_topic_score_gemma":0.021298349,"teacher_disagreement_score":0.17482759,"about_ca_system_score_codex":0.0005288498,"about_ca_system_score_gemma":0.0035640765,"threshold_uncertainty_score":0.99947685},"labels":[],"label_agreement":null},{"id":"W2772148443","doi":"10.7759/cureus.1930","title":"Podcast Use in Undergraduate Medical Education","year":2017,"lang":"en","type":"article","venue":"Cureus","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":74,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; McMaster University","funders":"","keywords":"Medicine; Medical education; Active listening; Preference; Test (biology); Population; Family medicine; Psychology","score_opus":0.17696717875821064,"score_gpt":0.4791699095429373,"score_spread":0.3022027307847267,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2772148443","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8473952,0.0003011931,0.000015589698,0.105351105,0.018776268,0.00066199043,0.0000010917856,0.000053273725,0.027444327],"genre_scores_gemma":[0.99639183,0.00052851223,0.00029398195,0.0004994905,0.0016876896,0.00018345547,0.0000037119244,0.0000075537564,0.00040377444],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99889946,0.00016143959,0.00014898539,0.00014386012,0.0004049225,0.00024135962],"domain_scores_gemma":[0.9988171,0.00044908497,0.00011832818,0.00028571227,0.000083580075,0.0002462124],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00071541476,0.000051290914,0.000083094,0.000035695546,0.0006826594,0.00015091966,0.00038981938,0.00014670914,0.00023116062],"category_scores_gemma":[0.030868482,0.000056198158,0.000019778117,0.00008051656,0.00026404505,0.0005109284,0.000031506548,0.00014492696,0.00008628232],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004701277,0.00024397815,0.7390187,0.000011202774,0.000003425982,0.0000028693294,0.017315151,1.00085344e-7,0.0000025816512,0.12160998,0.008300261,0.11348706],"study_design_scores_gemma":[0.00015963052,0.000011312641,0.70989835,0.000076812496,0.0000041099497,5.7275776e-7,0.002742079,0.0000110327965,0.0000047164417,0.011634754,0.2753452,0.000111421745],"about_ca_topic_score_codex":0.095695555,"about_ca_topic_score_gemma":0.17763023,"teacher_disagreement_score":0.26704496,"about_ca_system_score_codex":0.0003604192,"about_ca_system_score_gemma":0.0030794258,"threshold_uncertainty_score":0.9772949},"labels":[],"label_agreement":null},{"id":"W2772952501","doi":"10.2196/resprot.8068","title":"Clinic Versus Online Social Network–Delivered Lifestyle Interventions: Protocol for the Get Social Noninferiority Randomized Controlled Trial","year":2017,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Cancer Institute; National Heart, Lung, and Blood Institute","keywords":"Protocol (science); Randomized controlled trial; Social network (sociolinguistics); Psychological intervention; Medicine; Psychology; Social media; Gerontology; Physical therapy; Computer science; Nursing; Alternative medicine; World Wide Web","score_opus":0.6801317938045545,"score_gpt":0.7078901891088297,"score_spread":0.027758395304275263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2772952501","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00037096252,0.0000036042752,0.000051358504,0.017512785,0.0011610042,0.9782455,0.000029753655,0.00011269674,0.0025123374],"genre_scores_gemma":[0.00077233824,0.00000322036,0.00027109374,0.000051972627,0.028130496,0.96959656,0.0000142024,0.000044702367,0.0011153899],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.98525035,0.009259115,0.0015506066,0.00056084665,0.0018843655,0.0014947362],"domain_scores_gemma":[0.9676317,0.028033769,0.00156319,0.0006274135,0.0018672304,0.00027669518],"candidate_categories":["metaresearch","sts","scholarly_communication"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.0390673,0.0002747709,0.0014653981,0.00012422116,0.016451212,0.0012800712,0.0020292317,0.0005612135,0.00078617816],"category_scores_gemma":[0.06432336,0.00020349376,0.001429855,0.00034149425,0.0034012909,0.00048646182,0.00034858033,0.0012778002,0.000082726685],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9474016,0.001267171,0.000116838775,0.0002979287,0.00015993306,8.880624e-7,0.00660669,2.919058e-7,7.202814e-7,0.006410337,0.025659414,0.012078199],"study_design_scores_gemma":[0.6755137,0.00078347494,0.0006164495,0.00036877338,0.000026143245,4.1173372e-8,0.0012081256,0.00005358065,6.3408146e-7,0.002563645,0.31870624,0.00015921766],"about_ca_topic_score_codex":0.0016540573,"about_ca_topic_score_gemma":0.003800024,"teacher_disagreement_score":0.29304683,"about_ca_system_score_codex":0.0006373388,"about_ca_system_score_gemma":0.0039497847,"threshold_uncertainty_score":0.9997567},"labels":[],"label_agreement":null},{"id":"W2773304886","doi":"10.1177/1359105317743802","title":"Social media for health promotion: What messages are women receiving about cardiovascular disease risk by the Canadian Heart and Stroke Foundation?","year":2017,"lang":"en","type":"article","venue":"Journal of Health Psychology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Laurentian University","funders":"","keywords":"Foundation (evidence); Stroke (engine); Health promotion; Social media; Disease; Promotion (chess); Medicine; Gerontology; Public health; Psychology; Nursing; Engineering; Internal medicine; Political science","score_opus":0.1443846508367396,"score_gpt":0.47810155727066017,"score_spread":0.3337169064339206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2773304886","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23794647,0.0113914525,0.00006482161,0.74031895,0.0087822955,0.0013709529,0.000039927196,0.000010722945,0.00007441907],"genre_scores_gemma":[0.9664849,0.02157432,0.00024551273,0.0070746546,0.0040948987,0.00046097918,0.00000623915,0.000023904784,0.000034611625],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9955783,0.0021229533,0.00068618206,0.00025308543,0.00056328136,0.0007962197],"domain_scores_gemma":[0.99554914,0.0009480448,0.0017249181,0.00033518407,0.000390403,0.0010523062],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.013874633,0.00012320706,0.00052827783,0.00013335086,0.008811496,0.00040203478,0.00041772026,0.00014992,0.00004144136],"category_scores_gemma":[0.006384124,0.00010700983,0.00014706045,0.000101036116,0.00057808607,0.0006183876,0.00001582103,0.00047875894,0.000003091322],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000101020676,0.0001588021,0.16857372,0.00021174732,0.00021684822,0.0000022471775,0.12613463,0.000001939328,2.602524e-7,0.00059387414,0.09059032,0.6134146],"study_design_scores_gemma":[0.00047337625,0.00012516737,0.54038846,0.00007754459,0.000018932653,0.000003978269,0.0064253137,9.2544894e-7,7.129483e-8,0.0019317534,0.45048818,0.00006629879],"about_ca_topic_score_codex":0.034136496,"about_ca_topic_score_gemma":0.16452175,"teacher_disagreement_score":0.7332443,"about_ca_system_score_codex":0.0014247716,"about_ca_system_score_gemma":0.0049854564,"threshold_uncertainty_score":0.9924789},"labels":[],"label_agreement":null},{"id":"W2774093219","doi":"10.7759/cureus.1925","title":"Crowdsourced Curriculum Development for Online Medical Education","year":2017,"lang":"en","type":"review","venue":"Cureus","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan; McMaster University","funders":"","keywords":"Curriculum; Scholarship; Curriculum development; Curriculum mapping; Faculty development; Knowledge management; Computer science; Professional development; Medical education; Political science; Sociology; Medicine; Pedagogy","score_opus":0.3928488496365782,"score_gpt":0.5817894893039534,"score_spread":0.18894063966737518,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2774093219","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00001363271,0.9709901,0.000023921795,0.0011529239,0.022111598,0.0038611903,0.000013292527,0.000080026635,0.001753312],"genre_scores_gemma":[0.0000010807659,0.97936445,0.0030927525,0.000117328316,0.010254741,0.0058036307,0.00050804816,0.000042789197,0.0008151781],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99747336,0.00030028707,0.0006613929,0.00038684974,0.0007005928,0.00047752063],"domain_scores_gemma":[0.9968544,0.0011130988,0.0007641273,0.0003951679,0.00033079923,0.00054237846],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0015438276,0.00024536633,0.0008593257,0.000092786686,0.0012415487,0.00010314522,0.001029393,0.0008457387,0.00037348171],"category_scores_gemma":[0.031526506,0.00022856766,0.00022812895,0.00016345072,0.00021348648,0.000116454314,0.000058601072,0.00033795825,0.000106046675],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[3.1640306e-7,0.00021979927,0.000018031053,0.0027704702,0.000023760884,2.036595e-7,0.0028679525,1.1317242e-9,4.8505727e-10,0.0014475179,0.0088964915,0.98375547],"study_design_scores_gemma":[0.000055556495,0.00001006302,0.000022015096,0.0057792123,0.00012438989,0.0000010231929,0.00054991717,4.3070233e-7,1.6336704e-8,0.00010325631,0.99311334,0.00024075893],"about_ca_topic_score_codex":0.0023620245,"about_ca_topic_score_gemma":0.006451496,"teacher_disagreement_score":0.98421687,"about_ca_system_score_codex":0.0013672283,"about_ca_system_score_gemma":0.040903296,"threshold_uncertainty_score":0.97663134},"labels":[],"label_agreement":null},{"id":"W2777349914","doi":"10.1177/0951484817748462","title":"Do online health communities enhance patient–physician relationship? An assessment of the impact of social support and patient empowerment","year":2017,"lang":"en","type":"article","venue":"Health Services Management Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":52,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Empowerment; Psychology; Patient Empowerment; Social support; Online participation; Public relations; Internet privacy; Knowledge management; Social psychology; The Internet; World Wide Web; Computer science; Political science","score_opus":0.2034512831952276,"score_gpt":0.5916308311661455,"score_spread":0.38817954797091786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2777349914","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97797126,0.00017093967,0.0000017633623,0.013826252,0.0005449264,0.0034083475,0.00007416515,0.000017931936,0.0039844057],"genre_scores_gemma":[0.9977558,0.0008981148,0.00036528922,0.00049622875,0.00013967318,0.0002461709,0.00005516575,0.000016841263,0.000026669473],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9937979,0.0028102642,0.0007268182,0.00026128936,0.0016385386,0.0007652073],"domain_scores_gemma":[0.996512,0.00054819655,0.0012902202,0.00087205146,0.0004878468,0.00028969938],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0036999697,0.00014273757,0.00035440057,0.00021628232,0.0055931127,0.0001476938,0.00093274686,0.00007805907,0.000048786675],"category_scores_gemma":[0.00006807868,0.00012023464,0.00007901257,0.0004287646,0.00074994244,0.0004124384,0.00052657,0.00047937108,0.0000018157459],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041165087,0.0012375892,0.31470087,0.0021268793,0.00005241796,3.573268e-7,0.52369523,0.000013400047,0.0000024620576,0.022015242,0.00063331285,0.13548106],"study_design_scores_gemma":[0.00014183667,0.00072891323,0.78859174,0.00026414273,0.0000037719053,4.5397236e-8,0.20707582,0.00004643882,0.0000020561188,0.00086935103,0.0022086955,0.00006717441],"about_ca_topic_score_codex":0.16610067,"about_ca_topic_score_gemma":0.035169598,"teacher_disagreement_score":0.4738909,"about_ca_system_score_codex":0.0010852244,"about_ca_system_score_gemma":0.0017596412,"threshold_uncertainty_score":0.9957015},"labels":[],"label_agreement":null},{"id":"W2780524480","doi":"10.1080/10410236.2017.1405485","title":"The Use of Traditional Media for Public Communication about Medicines: A Systematic Review of Characteristics and Outcomes","year":2017,"lang":"en","type":"review","venue":"Health Communication","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Newspaper; Data extraction; Inclusion (mineral); Public health; Medicine; Family medicine; Systematic review; Alternative medicine; Content analysis; Health communication; Research design; Qualitative research; Media coverage; Medical education; MEDLINE; Psychology; Public relations; Advertising; Political science; Social psychology; Social science; Nursing; Sociology","score_opus":0.6962280850877518,"score_gpt":0.5461195596977041,"score_spread":0.1501085253900477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2780524480","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000016693781,0.96577066,0.000020796404,0.021963125,0.000750811,0.011221772,0.00020799933,0.000022234006,0.000040908893],"genre_scores_gemma":[0.000043223852,0.9901711,0.0011700247,0.00043442228,0.0001219553,0.0068915,0.0011235944,0.000029374365,0.000014821292],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.99100316,0.0051235133,0.0027411715,0.00018282134,0.00064290717,0.00030643266],"domain_scores_gemma":[0.93288296,0.055715177,0.007895415,0.0022570854,0.0010519656,0.00019736511],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.011242294,0.00022385869,0.002570249,0.00014685126,0.002028396,0.000091596936,0.0015943451,0.00026145225,0.000005232797],"category_scores_gemma":[0.09024098,0.00016348471,0.00024854616,0.00026733128,0.0011663493,0.0002838793,0.0001053901,0.00038178876,0.0000017436759],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000011704333,0.000048641858,0.000046049576,0.69261247,0.00004633538,6.2816583e-9,0.003530226,8.3413026e-10,6.494438e-10,0.02250931,0.0008702646,0.28033555],"study_design_scores_gemma":[0.00005935498,0.000018628069,0.00043559205,0.41540357,0.0003138017,6.750757e-7,0.00030350854,0.0000022422876,1.5902787e-9,0.00026945423,0.58311486,0.0000783353],"about_ca_topic_score_codex":0.0013731234,"about_ca_topic_score_gemma":0.0015766156,"teacher_disagreement_score":0.5822446,"about_ca_system_score_codex":0.00045620307,"about_ca_system_score_gemma":0.003718688,"threshold_uncertainty_score":0.99927086},"labels":[],"label_agreement":null},{"id":"W2782535030","doi":"10.7759/cureus.2021","title":"Curated Collections for Educators: Five Key Papers on Evaluating Digital Scholarship","year":2018,"lang":"en","type":"review","venue":"Cureus","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Scholarship; Digital scholarship; Relevance (law); Promotion (chess); Delphi method; Medical education; Computer science; Sociology; Library science; Political science; Medicine","score_opus":0.4067854371189702,"score_gpt":0.553816789501361,"score_spread":0.14703135238239085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2782535030","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00010697847,0.9424282,0.0000020894934,0.0003847589,0.022232529,0.0068451995,0.00015221183,0.00016718515,0.027680865],"genre_scores_gemma":[0.000038426333,0.97921664,0.00028027926,0.000083821695,0.009781279,0.0072620427,0.00022543513,0.00007649052,0.0030355772],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971541,0.0006178111,0.000566779,0.0005246247,0.0005430292,0.00059361337],"domain_scores_gemma":[0.9913865,0.0066638193,0.00073235744,0.00032289833,0.00056096073,0.00033349244],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001490273,0.0003002243,0.00071342615,0.00018445737,0.002193524,0.00045477747,0.0004798268,0.00061073713,0.00028774334],"category_scores_gemma":[0.05981684,0.00029344883,0.00034185007,0.001473086,0.00028131492,0.0003068377,0.000027566539,0.0004473039,0.00028976033],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000061354904,0.00014014686,0.000018391347,0.0016906466,0.00009319157,1.9942759e-7,0.013163413,8.872039e-8,3.0590336e-8,0.0017937603,0.021239992,0.961854],"study_design_scores_gemma":[0.00008132366,0.00019398174,0.00000828815,0.0036263436,0.00023295186,6.114775e-7,0.002808501,4.360937e-7,1.0219146e-7,0.00069052016,0.9920755,0.0002814308],"about_ca_topic_score_codex":0.0006130899,"about_ca_topic_score_gemma":0.0007412299,"teacher_disagreement_score":0.9708355,"about_ca_system_score_codex":0.0023869872,"about_ca_system_score_gemma":0.00823511,"threshold_uncertainty_score":0.9999518},"labels":[],"label_agreement":null},{"id":"W2782763723","doi":"10.2196/resprot.8065","title":"Using Social Media for the Promotion of Education and Consultation in Adolescents Who Have Undergone Kidney Transplant: Protocol for a Randomized Control Trial","year":2018,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Medicine; Intervention mapping; Coping (psychology); Transplantation; Intervention (counseling); Quality of life (healthcare); Health care; Nursing; Psychology; Health promotion; Clinical psychology; Public health; Surgery","score_opus":0.48842233363143794,"score_gpt":0.6338228973850981,"score_spread":0.14540056375366017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2782763723","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0019493086,0.0000010937605,0.0016943278,0.002955927,0.00013664267,0.9931465,0.000026129164,0.000015014381,0.00007509619],"genre_scores_gemma":[0.044202432,5.414916e-7,0.00028477825,0.000036462454,0.002347088,0.9530824,0.000006860025,0.000018182971,0.000021250395],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9953725,0.002524934,0.00061477313,0.00027536324,0.0007223662,0.0004900851],"domain_scores_gemma":[0.99058574,0.007286591,0.00035675924,0.00011405051,0.0015004538,0.00015639118],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.010175207,0.000111817346,0.00038054056,0.0002260739,0.0010258671,0.00009601351,0.00022073666,0.00022570623,0.00001713021],"category_scores_gemma":[0.022380523,0.00008987898,0.000079590674,0.00043395313,0.001420109,0.0002305544,0.000012302855,0.00021978753,7.4675876e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.7739562,0.0020171362,0.0015924991,0.0028626085,0.000028083145,7.140148e-8,0.17609765,4.5715063e-7,0.00029466572,0.011088496,0.0010583659,0.031003773],"study_design_scores_gemma":[0.95466816,0.0010237365,0.0017817921,0.004608182,0.000019637037,2.4714592e-7,0.007886368,0.0023250428,0.00039040644,0.012085945,0.015021468,0.0001889981],"about_ca_topic_score_codex":0.000721088,"about_ca_topic_score_gemma":0.0016470357,"teacher_disagreement_score":0.18071197,"about_ca_system_score_codex":0.0003267296,"about_ca_system_score_gemma":0.004076161,"threshold_uncertainty_score":0.9858544},"labels":[],"label_agreement":null},{"id":"W2782771128","doi":"10.7759/cureus.2065","title":"A Randomized Comparative Trial of the Knowledge Retention and Usage Conditions in Undergraduate Medical Students Using Podcasts and Blog Posts","year":2018,"lang":"en","type":"article","venue":"Cureus","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; University of Toronto","funders":"","keywords":"Popularity; Medicine; Test (biology); Medical education; Randomized controlled trial; Descriptive statistics; Knowledge acquisition; Psychology; Computer science; Internal medicine","score_opus":0.19142465966402922,"score_gpt":0.5031574582836811,"score_spread":0.31173279861965186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2782771128","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99227,0.0002943349,0.000010072992,0.0018326847,0.0028258953,0.001769129,0.0000030246433,0.000007862569,0.0009870061],"genre_scores_gemma":[0.9991443,0.00016878826,0.000054456927,0.000038728067,0.00047582504,0.00009455988,0.0000015700876,0.0000032524824,0.000018528965],"study_design_codex":"qualitative","study_design_gemma":"randomized_trial","domain_scores_codex":[0.997593,0.0014399412,0.0002777258,0.00012977398,0.00041323036,0.00014634016],"domain_scores_gemma":[0.9977325,0.0018042636,0.00016443241,0.0000756056,0.00012407794,0.000099094235],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023367673,0.000059253507,0.00025242553,0.000044023283,0.00033109644,0.000027937072,0.00014923688,0.00010400746,0.000030673255],"category_scores_gemma":[0.003677722,0.000046133624,0.00003025627,0.00025429024,0.0014973128,0.00009169522,0.00006161025,0.00010430684,0.0000017045691],"study_design_candidate":"randomized_trial","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.060260985,0.0018524482,0.13080731,0.00012375596,0.0002232166,0.0000029922394,0.7231371,4.544182e-7,0.00037452785,0.07945889,0.00056426687,0.0031940439],"study_design_scores_gemma":[0.7232502,0.000420401,0.19587018,0.0008088014,0.0002601845,0.0000052442183,0.027864037,0.0008745256,0.00010981616,0.048925582,0.0012422621,0.0003687528],"about_ca_topic_score_codex":0.00303845,"about_ca_topic_score_gemma":0.01370342,"teacher_disagreement_score":0.6952731,"about_ca_system_score_codex":0.000111339614,"about_ca_system_score_gemma":0.00039798097,"threshold_uncertainty_score":0.764683},"labels":[],"label_agreement":null},{"id":"W2783789839","doi":"10.18192/uojm.v0i0.2146","title":"Professionalism and the Use of Social Media","year":2017,"lang":"en","type":"article","venue":"University of Ottawa Journal of Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Social media; Internet privacy; Engineering ethics; Public relations; Anxiety; Ethical issues; Psychology; Medicine; Political science; Computer science; Engineering; Psychiatry; Law","score_opus":0.21261998951222932,"score_gpt":0.39442186121617706,"score_spread":0.18180187170394774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2783789839","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83208317,0.00039556393,0.000037133992,0.1621079,0.0032493402,0.00023735088,0.000002920392,0.0000026493651,0.001883976],"genre_scores_gemma":[0.99803406,0.00056359824,0.0003485015,0.00007879281,0.0008507584,9.12111e-8,3.6783518e-7,0.0000022823403,0.000121569086],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99880993,0.00032739164,0.00021311625,0.000043019656,0.00051611476,0.00009043093],"domain_scores_gemma":[0.99531436,0.002817268,0.0012051383,0.00008706411,0.00049752434,0.00007866815],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0020499697,0.000039251107,0.00025628653,0.00007554916,0.00079569855,0.0000054712514,0.000347553,0.000071937044,0.00015115978],"category_scores_gemma":[0.011381737,0.000027763437,0.000044954457,0.00006034977,0.0038350173,0.00024211292,0.00003476725,0.00016373995,3.5345673e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037585976,0.00008380973,0.05281322,0.000077388475,0.00008781219,0.00001480012,0.69246733,5.121743e-7,0.000062669096,0.17060609,0.03193435,0.05147618],"study_design_scores_gemma":[0.0047134035,0.000069388545,0.6091529,0.00032660153,0.00016121406,0.0000036993144,0.079083465,0.000004275875,0.000011332724,0.0031763373,0.30324125,0.000056090237],"about_ca_topic_score_codex":0.0038383175,"about_ca_topic_score_gemma":0.0010976752,"teacher_disagreement_score":0.6133838,"about_ca_system_score_codex":0.000043834567,"about_ca_system_score_gemma":0.00035652256,"threshold_uncertainty_score":0.998876},"labels":[],"label_agreement":null},{"id":"W2783923044","doi":"10.1016/j.jneb.2017.05.344","title":"Facebook: The Use of Social Media to Engage Parents in a Preschool Obesity Prevention Curriculum","year":2018,"lang":"en","type":"article","venue":"Journal of Nutrition Education and Behavior","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":64,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Curriculum; Social media; Psychology; Descriptive statistics; Content analysis; Medical education; Cohort; Qualitative property; Intervention (counseling); Student engagement; Medicine; Pedagogy; Sociology; Computer science","score_opus":0.14583428760105427,"score_gpt":0.4349598844521393,"score_spread":0.289125596851085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2783923044","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9916469,0.000056496225,0.000015548469,0.0031485343,0.0037908927,0.0012995192,0.000003970708,0.0000048219886,0.00003334544],"genre_scores_gemma":[0.9960602,0.00015132666,0.0013041055,0.00009497146,0.0017898768,0.0005608233,0.0000036464223,0.0000048860716,0.000030173838],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99845994,0.00054198445,0.0004259832,0.0000838444,0.00035430674,0.0001339657],"domain_scores_gemma":[0.9983686,0.00038908233,0.00039120528,0.00005773368,0.00066001836,0.00013334505],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00092959026,0.000058937825,0.0001355712,0.00019323136,0.0003031032,0.00004988529,0.00011793437,0.000088210436,0.00012397379],"category_scores_gemma":[0.0019559083,0.000051246287,0.00004929831,0.0003578257,0.00014961799,0.0003731026,0.000011685507,0.0001855926,0.00000678011],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060683305,0.018233808,0.5807638,0.00010105474,0.000010979794,7.9759377e-7,0.24512966,2.2118114e-7,0.00085392315,0.001109199,0.019417543,0.1343183],"study_design_scores_gemma":[0.00032143635,0.000103240025,0.90583706,0.00015061426,0.00004896091,0.0000023415391,0.03981867,7.2926514e-7,0.00015180165,0.00031421788,0.053190954,0.000059973197],"about_ca_topic_score_codex":0.00041237802,"about_ca_topic_score_gemma":0.001788288,"teacher_disagreement_score":0.32507324,"about_ca_system_score_codex":0.00019555456,"about_ca_system_score_gemma":0.0005640826,"threshold_uncertainty_score":0.23415463},"labels":[],"label_agreement":null},{"id":"W2784271201","doi":"10.1016/j.jneb.2017.03.010","title":"Examining Internet Access and Social Media Application Use for Online Nutrition Education in SNAP-Ed Participants in Rural Illinois","year":2018,"lang":"en","type":"article","venue":"Journal of Nutrition Education and Behavior","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Supplemental Nutrition Assistance Program; The Internet; Social media; Nutrition Education; Snap; Curriculum; Internet access; Gerontology; Psychology; Medicine; Medical education; Demography; Geography; Sociology; Food insecurity; Computer science; World Wide Web; Pedagogy","score_opus":0.21880715515530041,"score_gpt":0.47863456330139054,"score_spread":0.2598274081460901,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2784271201","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99139696,0.0003383937,0.00006258653,0.0029261857,0.0033969851,0.001845918,0.000013743253,0.0000107969045,0.000008456174],"genre_scores_gemma":[0.9893697,0.0010056208,0.0027612417,0.00022436993,0.0039868006,0.0025107895,0.000116049574,0.000013285957,0.000012130381],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99840295,0.00023625745,0.00068080716,0.0001761912,0.0002507025,0.00025311505],"domain_scores_gemma":[0.99784905,0.0006796377,0.00052349444,0.00006257849,0.0007221429,0.00016308701],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00080773234,0.00011024284,0.0002317579,0.00052833435,0.00018870927,0.00015833479,0.00013282357,0.00018705527,0.000025091036],"category_scores_gemma":[0.0011685358,0.00012503313,0.00003279229,0.000386105,0.00021040773,0.0011429447,0.000014807468,0.00018985331,0.0000011750004],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013092386,0.014357534,0.29823378,0.00020256263,0.000004856677,3.3353083e-7,0.045503624,6.0019815e-8,0.000744512,0.00092559634,0.0016276616,0.6382686],"study_design_scores_gemma":[0.0012898224,0.00013601918,0.9259319,0.00039282194,0.00006023642,0.0000051972943,0.056100726,0.000022163731,0.00013621223,0.0012502449,0.014528217,0.00014644278],"about_ca_topic_score_codex":0.0010322932,"about_ca_topic_score_gemma":0.0052333884,"teacher_disagreement_score":0.63812214,"about_ca_system_score_codex":0.00045307222,"about_ca_system_score_gemma":0.0009399953,"threshold_uncertainty_score":0.5098703},"labels":[],"label_agreement":null},{"id":"W2784583325","doi":"10.1007/s10897-018-0215-y","title":"How Might the Genetics Profession Better Utilize Social Media","year":2018,"lang":"en","type":"article","venue":"Journal of Genetic Counseling","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Engelberg Foundation; National Society of Genetic Counselors","keywords":"Genetic counseling; Confidentiality; Outreach; Social media; Genetic testing; Medical genetics; Psychology; Medicine; Medical education; Public relations; Family medicine; Genetics; World Wide Web; Political science; Computer science","score_opus":0.09375504840778189,"score_gpt":0.3886940061016362,"score_spread":0.2949389576938543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2784583325","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9327671,0.0023721182,0.00059194956,0.048796907,0.014935856,0.00032660962,0.0000012235264,0.000012772311,0.00019549437],"genre_scores_gemma":[0.96713096,0.0013513367,0.0029822343,0.0007143858,0.027736416,0.00001680635,3.0250692e-7,0.000017655531,0.00004988024],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975059,0.0005247529,0.0004488829,0.00011759362,0.0010320545,0.00037082724],"domain_scores_gemma":[0.9964578,0.0016030133,0.00059966755,0.000121646655,0.0010645649,0.00015331098],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00206512,0.000102789025,0.00018961953,0.0000832017,0.0012362766,0.0001491524,0.00044070545,0.00016635629,0.00013642541],"category_scores_gemma":[0.0023824782,0.000074096926,0.00009619521,0.0003408062,0.0005260447,0.0001077446,0.000020123813,0.0003402664,0.000014310088],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045649856,0.00005807887,0.009995253,0.000022371305,0.000033298067,0.0000051419565,0.5204985,0.0000011481105,0.00084962987,0.0001761949,0.011526903,0.45678782],"study_design_scores_gemma":[0.0006270007,0.0001730872,0.09850187,0.00016508033,0.00015772707,0.00001691049,0.09824388,0.00010113763,0.0005678321,0.0068442025,0.7943091,0.00029219605],"about_ca_topic_score_codex":0.000046944966,"about_ca_topic_score_gemma":0.0006515235,"teacher_disagreement_score":0.7827822,"about_ca_system_score_codex":0.00016495251,"about_ca_system_score_gemma":0.00095308473,"threshold_uncertainty_score":0.9508565},"labels":[],"label_agreement":null},{"id":"W2784793518","doi":"10.1177/1609406917750782","title":"Using Twitter for Data Collection With Health-Care Consumers","year":2018,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"University of Alberta","keywords":"Data collection; Novelty; Social media; Computer science; Data science; Set (abstract data type); Health care; Narrative; World Wide Web; Psychology; Medical education; Information retrieval; Medicine; Sociology; Political science","score_opus":0.9174000864515875,"score_gpt":0.7713074050393972,"score_spread":0.14609268141219034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2784793518","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.039773177,0.0005688249,0.9205685,0.02380434,0.013938394,0.00074520585,0.000029174089,0.000013229124,0.000559137],"genre_scores_gemma":[0.04884928,0.00004256025,0.94729537,0.0009984698,0.0027206603,0.00002905004,0.000014234665,0.000014440277,0.000035923607],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99458396,0.0039288444,0.0005160466,0.00015698037,0.00061517465,0.00019898784],"domain_scores_gemma":[0.9884951,0.0066049015,0.00096344197,0.000114241,0.0036818078,0.00014049615],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.011570354,0.00007898662,0.00021197919,0.00022978843,0.00040822997,0.00006405232,0.0005205686,0.00005549761,0.000067419904],"category_scores_gemma":[0.010806877,0.000069663685,0.00004724983,0.00027894086,0.0005286081,0.00042837096,0.000030430161,0.00014042115,0.0000018122646],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004588436,0.00004942321,0.0012439864,0.000022071448,0.00020913758,8.224456e-7,0.8850326,0.0000011796167,0.000086826556,0.0034771143,0.0033895124,0.106028505],"study_design_scores_gemma":[0.0014639344,0.0008794892,0.0011567416,0.00026351,0.000066819055,0.000017277292,0.6424869,0.0002936887,0.00055077166,0.0055799577,0.3470298,0.00021116981],"about_ca_topic_score_codex":0.002565219,"about_ca_topic_score_gemma":0.00069374795,"teacher_disagreement_score":0.3436403,"about_ca_system_score_codex":0.00089757825,"about_ca_system_score_gemma":0.0024481034,"threshold_uncertainty_score":0.9975255},"labels":[],"label_agreement":null},{"id":"W2784877078","doi":"10.2196/resprot.7918","title":"The Use of Facebook Advertising to Recruit Healthy Elderly People for a Clinical Trial: Baseline Metrics","year":2018,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":58,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Aging","keywords":"Baseline (sea); Advertising; Psychology; Internet privacy; Social media; Medicine; Gerontology; Computer science; World Wide Web; Business","score_opus":0.8853227018303876,"score_gpt":0.7351994265599769,"score_spread":0.1501232752704107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2784877078","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011031014,0.000007751362,0.0005381347,0.022460934,0.0005403777,0.965173,0.000011976621,0.00005680396,0.0001799916],"genre_scores_gemma":[0.0010865815,0.00003512141,0.0036113514,0.0003091113,0.003455763,0.9909161,0.0000023039465,0.000027602378,0.00055608834],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99021614,0.0054967687,0.0010322515,0.0004181125,0.0017823024,0.0010544116],"domain_scores_gemma":[0.9487682,0.047285758,0.00027918408,0.0005366445,0.002534664,0.0005955371],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.036470436,0.000103904364,0.0003202209,0.0002754449,0.0020333577,0.0002840157,0.0008437224,0.00024633805,0.000087438384],"category_scores_gemma":[0.15630203,0.00008361147,0.0001223186,0.002261893,0.000798478,0.00022839909,0.00013792574,0.00049326767,0.00009048747],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.025507122,0.0006865832,0.008758447,0.00020162505,0.000012422204,2.3326582e-7,0.017254358,1.999722e-7,0.000013260294,0.002159548,0.14899397,0.7964122],"study_design_scores_gemma":[0.004512819,0.0065316525,0.001921804,0.00027172052,0.0000015076013,5.0332147e-8,0.0010875734,0.000026882342,0.000051419796,0.0006690223,0.98484164,0.00008389606],"about_ca_topic_score_codex":0.0022397675,"about_ca_topic_score_gemma":0.0076084076,"teacher_disagreement_score":0.8358477,"about_ca_system_score_codex":0.00043196685,"about_ca_system_score_gemma":0.0037029735,"threshold_uncertainty_score":0.99926585},"labels":[],"label_agreement":null},{"id":"W2785761838","doi":"10.2196/humanfactors.7856","title":"How Can Social Media Lead to Co-Production (Co-Delivery) of New Services for the Elderly Population? A Qualitative Study","year":2018,"lang":"en","type":"article","venue":"JMIR Human Factors","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Economic and Social Research Council","keywords":"Enabling; Reciprocity (cultural anthropology); Thematic analysis; Public relations; Diversity (politics); Knowledge management; Health care; Qualitative research; Business; Sociology; Psychology; Political science; Social psychology; Computer science; Social science","score_opus":0.26653975756782794,"score_gpt":0.5105668392094546,"score_spread":0.24402708164162662,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2785761838","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98636776,0.000012555883,0.0000073692113,0.007041059,0.0026054056,0.003802171,0.000028971988,0.000062816696,0.00007189473],"genre_scores_gemma":[0.9937647,0.0000015586044,0.000050537095,0.00005506902,0.0052306848,0.00059095275,0.000041193372,0.000019377574,0.00024592143],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9979313,0.00045824354,0.00029554512,0.00029908505,0.00068746245,0.00032837634],"domain_scores_gemma":[0.9974423,0.0014262807,0.00032252303,0.00017984305,0.0004838282,0.00014520738],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00096705195,0.00013844093,0.0002317672,0.00014674914,0.0018092295,0.000108748536,0.00034744738,0.000113133254,0.00006146548],"category_scores_gemma":[0.0010947209,0.000116971365,0.00007099666,0.00048148702,0.00027063477,0.00025748115,0.000015531668,0.00011017614,0.00000772725],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022985787,0.000093001065,0.033419646,0.000023168346,0.000025998555,2.0975094e-8,0.95695037,1.1473527e-7,0.00008933363,0.00071949814,0.0026303064,0.0060255886],"study_design_scores_gemma":[0.00016584349,0.00033696715,0.33305153,0.000009978553,0.000023463515,8.466484e-9,0.6603524,1.9807332e-7,0.00015484897,0.0009848534,0.004815162,0.00010470614],"about_ca_topic_score_codex":0.053683046,"about_ca_topic_score_gemma":0.24919161,"teacher_disagreement_score":0.2996319,"about_ca_system_score_codex":0.00031068077,"about_ca_system_score_gemma":0.00027777397,"threshold_uncertainty_score":0.99949026},"labels":[],"label_agreement":null},{"id":"W2787987514","doi":"10.5072/prism/16933","title":"The Use of Social Network Analysis to Quantify the Importance of Social Venues in an Infectious Syphilis Outbreak in Calgary, Alberta: A pilot study","year":2010,"lang":"en","type":"dissertation","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Outbreak; Syphilis; Geography; Virology; Medicine; Human immunodeficiency virus (HIV)","score_opus":0.10701918129273964,"score_gpt":0.43156144627366616,"score_spread":0.32454226498092653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2787987514","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9923921,0.000050549646,9.143255e-7,0.001067855,0.0029635215,0.0028530047,0.000008342352,0.000016197313,0.00064748665],"genre_scores_gemma":[0.99727154,0.000036381178,0.000019920315,0.000082235,0.0011368801,0.0011193277,0.000093346556,0.00002654958,0.00021381886],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9959518,0.0014041708,0.0010190847,0.00037360255,0.00075570063,0.0004956854],"domain_scores_gemma":[0.99453306,0.0037510232,0.0009162884,0.00030633667,0.00040991866,0.00008339218],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025723893,0.00021531545,0.0006929733,0.00030796666,0.0009329164,0.00009278745,0.00057310844,0.0003553876,0.000045398465],"category_scores_gemma":[0.0041066357,0.0001699131,0.00014749166,0.0034963132,0.00026313553,0.00017177049,0.000032689157,0.00068682194,0.0000024397802],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013918811,0.00048220556,0.65918094,0.000017677468,0.00010386675,4.200376e-7,0.3338039,0.000020675487,0.000005365158,0.003634018,0.00014795556,0.002463797],"study_design_scores_gemma":[0.00016367667,0.00021461099,0.94229656,0.000013868791,0.00022999584,1.6034228e-8,0.054992437,0.000014180942,0.0000014338136,0.0004205757,0.0015017347,0.00015093091],"about_ca_topic_score_codex":0.4136934,"about_ca_topic_score_gemma":0.9940395,"teacher_disagreement_score":0.5803461,"about_ca_system_score_codex":0.0002802553,"about_ca_system_score_gemma":0.00096433924,"threshold_uncertainty_score":0.7175333},"labels":[],"label_agreement":null},{"id":"W2788246283","doi":"10.2196/resprot.9429","title":"Healthy Body Image Intervention Delivered to Young Women via Facebook Groups: Formative Study of Engagement and Acceptability","year":2018,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Cancer Institute","keywords":"Formative assessment; Intervention (counseling); Psychology; Medical education; Multimedia; Medicine; Computer science; Pedagogy; Psychiatry","score_opus":0.3553725367156036,"score_gpt":0.6250953504909216,"score_spread":0.269722813775318,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2788246283","genre_codex":"empirical","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.51331407,6.39154e-7,0.00007974207,0.00032368893,0.000057812187,0.48517206,0.0000034085792,0.00002760557,0.0010209818],"genre_scores_gemma":[0.4644987,5.372087e-7,0.00018456328,0.00001590901,0.00018877008,0.53508085,7.9282785e-7,0.000006781613,0.00002307739],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99257886,0.0046165227,0.0005286848,0.00035897063,0.0011678041,0.00074913434],"domain_scores_gemma":[0.99702257,0.0009174816,0.00018092144,0.00031888377,0.0011309839,0.0004291678],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01315746,0.00010678124,0.00022872096,0.00024113251,0.0011175086,0.000122095,0.00040212626,0.00008533867,0.0009510438],"category_scores_gemma":[0.0028177786,0.000106748164,0.00002986517,0.00071982143,0.000609878,0.00052878045,0.00032443233,0.0003894442,0.00008906433],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00085241476,0.0022770667,0.07013187,0.0005058803,0.000016919785,5.1446557e-7,0.86029464,2.7415448e-8,0.00026883176,0.00029666495,0.0006578347,0.06469734],"study_design_scores_gemma":[0.002508096,0.016048832,0.45683157,0.0003380063,0.0000020729424,1.7659521e-7,0.47317132,0.000023747472,0.00044801255,0.0018891846,0.04853475,0.00020420976],"about_ca_topic_score_codex":0.0061440812,"about_ca_topic_score_gemma":0.0033284184,"teacher_disagreement_score":0.38712332,"about_ca_system_score_codex":0.001447869,"about_ca_system_score_gemma":0.0003620764,"threshold_uncertainty_score":0.9999622},"labels":[],"label_agreement":null},{"id":"W2788758494","doi":"10.2196/jmir.9230","title":"Users, Uses, and Effects of Social Media in Dietetic Practice: Scoping Review of the Quantitative and Qualitative Evidence","year":2018,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":59,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"Canadian Foundation for Dietetic Research","keywords":"Social media; Knowledge translation; Psychological intervention; Psychology; Weight management; Overweight; Content analysis; Medical education; Medicine; Knowledge management; Nursing; World Wide Web; Computer science; Sociology; Obesity; Social science","score_opus":0.49300211777450853,"score_gpt":0.6766903282765849,"score_spread":0.1836882105020764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2788758494","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84781605,0.07489103,0.000019981007,0.074696794,0.0013341574,0.0010706839,6.9304303e-7,0.0000017921589,0.00016881835],"genre_scores_gemma":[0.90847,0.090328135,0.0003824018,0.00025047036,0.0005290444,0.000028046603,7.682487e-8,0.0000054822794,0.000006376573],"study_design_codex":"qualitative","study_design_gemma":"systematic_review","domain_scores_codex":[0.9877867,0.008159748,0.00070287986,0.00011638534,0.002991101,0.00024317349],"domain_scores_gemma":[0.8745279,0.121667676,0.00093239505,0.000108032174,0.0024557207,0.00030832138],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.033949107,0.000058243677,0.0003622322,0.00016261215,0.00011062962,0.000021215434,0.00043508204,0.00013293096,0.000094279974],"category_scores_gemma":[0.49341437,0.00004014788,0.000040541643,0.0006936947,0.0032631056,0.00030575623,0.00018878694,0.0007850244,0.0000012285759],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017578625,0.00016189039,0.003540149,0.013675302,0.000042718686,0.000010142673,0.95574415,3.806023e-9,0.000056573055,0.010555899,0.0028328546,0.01320452],"study_design_scores_gemma":[0.001028392,0.0018718184,0.040621895,0.67535144,0.000095284006,0.000013746944,0.27438125,0.000020513895,0.0007839924,0.00426927,0.0014051651,0.00015723842],"about_ca_topic_score_codex":0.0026292582,"about_ca_topic_score_gemma":0.0031370989,"teacher_disagreement_score":0.6813629,"about_ca_system_score_codex":0.0001636839,"about_ca_system_score_gemma":0.0021881615,"threshold_uncertainty_score":0.99944943},"labels":[],"label_agreement":null},{"id":"W2789995042","doi":"10.1017/cem.2017.436","title":"Letter in Response to: “CJEM Debate Series: #Social Media – Social Media has Created Emergency Medicine Celebrities Who Now Influence Practice More Than Published Evidence”","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Schwartz/Reisman Emergency Medicine Institute","funders":"","keywords":"Social media; Medicine; Content (measure theory); Action (physics); World Wide Web; Computer science","score_opus":0.20276361680856828,"score_gpt":0.43259979166397566,"score_spread":0.2298361748554074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2789995042","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5184208,0.0017225114,0.000009174298,0.42964223,0.047622316,0.00067083485,0.000019097984,0.000031599764,0.0018614408],"genre_scores_gemma":[0.9336932,0.0025433756,0.00013674307,0.0031973547,0.05940541,0.00016634582,0.000019543313,0.00009410964,0.00074393617],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9901986,0.0025547105,0.0027935293,0.00057576806,0.0022437973,0.0016335697],"domain_scores_gemma":[0.98437244,0.005116828,0.0017023874,0.00038520346,0.005681349,0.002741776],"candidate_categories":["metaresearch","metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.011944803,0.00048561656,0.0011188366,0.0017428899,0.00195789,0.00005792823,0.0014101521,0.0005283677,0.0138667915],"category_scores_gemma":[0.27414528,0.0004583785,0.00016215193,0.004770124,0.0028025243,0.002750846,0.00004601789,0.0011247915,0.000059008216],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006340791,0.000028509863,0.016823916,0.000050048893,0.00004787925,0.0000931159,0.5341647,0.0000010001783,0.0002522877,0.000330007,0.44686377,0.00071064587],"study_design_scores_gemma":[0.00090138114,0.0006046295,0.29184073,0.0010699969,0.00018221293,0.0000137270235,0.11263873,0.0000018500504,0.000020739235,0.0012079419,0.5910228,0.000495264],"about_ca_topic_score_codex":0.12647708,"about_ca_topic_score_gemma":0.7115437,"teacher_disagreement_score":0.5850666,"about_ca_system_score_codex":0.0016989112,"about_ca_system_score_gemma":0.0082592,"threshold_uncertainty_score":0.99991125},"labels":[],"label_agreement":null},{"id":"W2789995235","doi":"10.1016/j.amjsurg.2018.02.011","title":"Social media in the mentorship and networking of physicians: Important role for women in surgical specialties","year":2018,"lang":"en","type":"article","venue":"The American Journal of Surgery","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":124,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Mentorship; Social media; Medicine; Medical education; World Wide Web; Computer science","score_opus":0.11205054362727641,"score_gpt":0.3802579092846451,"score_spread":0.2682073656573687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2789995235","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99296373,0.0004972963,7.0896203e-7,0.004514596,0.0016317812,0.00016605944,0.0000010597712,0.0000021061078,0.00022266663],"genre_scores_gemma":[0.9904557,0.0008499472,0.000011132328,0.00014610465,0.008490756,0.000038411556,2.5788674e-7,0.0000063367847,0.0000013724285],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9978131,0.00084174407,0.0005353349,0.000065710316,0.00037170987,0.00037239096],"domain_scores_gemma":[0.98415756,0.014683605,0.0009304423,0.000055741086,0.00012547655,0.00004718332],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009344267,0.00006210599,0.00038120642,0.000119947064,0.00019158612,0.000021829705,0.00019536373,0.000026840435,0.000008315013],"category_scores_gemma":[0.0019379123,0.000041665655,0.0000711996,0.0006594838,0.0012447565,0.000095722324,0.000010976534,0.00015652538,1.8856386e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003390782,0.000070915914,0.2139793,0.000008767574,0.000015011659,0.0000030803817,0.63678116,2.945194e-7,0.0000072983694,0.00055316393,0.00039859014,0.14784332],"study_design_scores_gemma":[0.0001976389,0.000091731425,0.54355896,0.00007624506,0.0000117831305,0.0000027228034,0.42340228,0.000005517418,0.000010523799,0.013886215,0.018666156,0.00009024033],"about_ca_topic_score_codex":0.00076002727,"about_ca_topic_score_gemma":0.0014262567,"teacher_disagreement_score":0.32957965,"about_ca_system_score_codex":0.00017717421,"about_ca_system_score_gemma":0.0004120849,"threshold_uncertainty_score":0.45863572},"labels":[],"label_agreement":null},{"id":"W2791580314","doi":"10.5489/cuaj.5042","title":"A new wave of urologists? Graduating urology residents’ practices of and attitudes toward social media","year":2018,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Queen's University","funders":"","keywords":"Social media; Urology; Likert scale; Medicine; Computer-assisted web interviewing; Medical education; Health care; Health professionals; Family medicine; Psychology","score_opus":0.18524143886132477,"score_gpt":0.40091629975740645,"score_spread":0.21567486089608168,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2791580314","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9303156,0.0003595268,0.000053834006,0.06532545,0.0021406694,0.0002611762,0.000011510118,0.000018245866,0.0015139931],"genre_scores_gemma":[0.9941388,0.0002546442,0.001094723,0.0007314055,0.0037382836,0.000010500084,0.000002978951,0.000007891914,0.00002081854],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99691975,0.0011325729,0.0005775725,0.0001955877,0.0006227,0.0005517959],"domain_scores_gemma":[0.99198914,0.004423082,0.002090237,0.00006413402,0.00081796834,0.0006154388],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003459121,0.00010599954,0.00032205402,0.00021711973,0.0007262515,0.000063737876,0.00023216014,0.00045619995,0.00039031758],"category_scores_gemma":[0.06333446,0.00010530926,0.00007105324,0.0004119611,0.0004922765,0.00023334072,0.000026457157,0.00047282572,0.000007909915],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044295834,0.000027277016,0.9256411,0.000008424575,0.00005084544,0.000004312414,0.04467583,5.074151e-7,0.000038459777,0.00653708,0.0037742865,0.019197566],"study_design_scores_gemma":[0.0002792009,0.00021355065,0.9764124,0.0000054997636,0.00005044589,0.000006884445,0.0022897667,0.0000090597005,0.000013052382,0.008129548,0.0124972565,0.00009331986],"about_ca_topic_score_codex":0.055428024,"about_ca_topic_score_gemma":0.073065825,"teacher_disagreement_score":0.06459404,"about_ca_system_score_codex":0.00055596547,"about_ca_system_score_gemma":0.002621234,"threshold_uncertainty_score":0.950862},"labels":[],"label_agreement":null},{"id":"W2792098287","doi":"10.2196/resprot.8229","title":"Assessing the Feasibility of a Social Media to Promote Weight Management Engagement in Adolescents with Severe Obesity: Pilot Study","year":2018,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Cancer Institute","keywords":"Social media; Weight management; Psychology; Obesity; Medicine; Applied psychology; Medical education; Gerontology; Weight loss; Computer science; World Wide Web","score_opus":0.5735026545392049,"score_gpt":0.6274118059228637,"score_spread":0.053909151383658815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2792098287","genre_codex":"protocol","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49291724,5.391356e-7,0.0000053515314,0.0013792174,0.00005428005,0.5043321,9.1914507e-7,0.000024419154,0.0012859184],"genre_scores_gemma":[0.5110583,1.4689587e-7,0.00014608802,0.000020217634,0.00041877438,0.48832965,2.9877307e-7,0.000009732165,0.000016820604],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9908928,0.0049271574,0.00041250486,0.0004702528,0.0024820196,0.0008152459],"domain_scores_gemma":[0.9979688,0.00052111543,0.00014477105,0.0004278424,0.00072704017,0.00021045546],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.014645901,0.00013088093,0.00023023106,0.00025274913,0.0014354599,0.00021903985,0.0008254975,0.000058554986,0.00007530193],"category_scores_gemma":[0.0017422934,0.00009715921,0.000022285927,0.0021028123,0.00070641347,0.00029127923,0.00032715526,0.00060716615,0.000042185315],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005975492,0.007834799,0.6751394,0.0006163929,0.000015841244,0.0000090490685,0.28763902,1.6168285e-7,0.000036803936,0.0013251376,0.00055687263,0.02622896],"study_design_scores_gemma":[0.0012231644,0.0023654578,0.93101734,0.0014746118,0.0000028912057,1.0262261e-7,0.05226439,0.0000014185644,0.00003677975,0.00077571976,0.010719155,0.000118999495],"about_ca_topic_score_codex":0.001110348,"about_ca_topic_score_gemma":0.012409447,"teacher_disagreement_score":0.2558779,"about_ca_system_score_codex":0.0010297493,"about_ca_system_score_gemma":0.0009193753,"threshold_uncertainty_score":0.9998645},"labels":[],"label_agreement":null},{"id":"W2793261989","doi":"10.1080/10401334.2017.1414609","title":"Quality Evaluation Scores are no more Reliable than Gestalt in Evaluating the Quality of Emergency Medicine Blogs: A METRIQ Study","year":2018,"lang":"en","type":"article","venue":"Teaching and Learning in Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University; McMaster University; Western University; University of Alberta; University of Saskatchewan","funders":"Royal College of Physicians and Surgeons of Canada; Canadian Association of Emergency Physicians","keywords":"Gestalt psychology; Intraclass correlation; Reliability (semiconductor); Quality (philosophy); Metric (unit); Medicine; Emergency department; Psychology; Medical education; Clinical psychology; Nursing; Psychometrics","score_opus":0.39461249051606667,"score_gpt":0.5938683588428553,"score_spread":0.1992558683267886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2793261989","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98261595,0.0010990094,0.000014580431,0.009297495,0.0024644078,0.0015989034,3.239773e-7,0.00004686335,0.002862491],"genre_scores_gemma":[0.9972283,0.00014559446,0.00016025174,0.00009194045,0.0019548077,0.00021560527,0.0000059779027,0.000012863589,0.0001846325],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.980629,0.015455443,0.0012733738,0.00040018724,0.0018567193,0.0003852631],"domain_scores_gemma":[0.9900616,0.00796853,0.0009720996,0.0002865054,0.00060190196,0.000109369284],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.12708335,0.00014871203,0.00052892836,0.00029494127,0.0010789211,0.0000076092497,0.0002540767,0.000114033355,0.00031668376],"category_scores_gemma":[0.28122714,0.00010578878,0.000024377025,0.0009860428,0.0007075016,0.00012672726,0.000045093177,0.0012935481,0.0000032081662],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042305102,0.00008663116,0.62900573,0.0000562119,0.000005975286,1.2708445e-7,0.35685146,0.000029769066,0.00009330107,0.000153437,0.00009703271,0.013578041],"study_design_scores_gemma":[0.0008330667,0.0006495032,0.71387243,0.00042721254,0.000027658765,7.725145e-8,0.28245804,0.0008853328,5.93622e-7,0.00044890936,0.00032040844,0.00007672885],"about_ca_topic_score_codex":0.31002066,"about_ca_topic_score_gemma":0.032937177,"teacher_disagreement_score":0.2770835,"about_ca_system_score_codex":0.00027047793,"about_ca_system_score_gemma":0.00028848345,"threshold_uncertainty_score":0.9847092},"labels":[],"label_agreement":null},{"id":"W2793347502","doi":"10.1002/aet2.10097","title":"Editorial Processes in Free Open Access Medical Educational (<scp>FOAM</scp>) Resources","year":2018,"lang":"en","type":"article","venue":"AEM Education and Training","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Publication; Process (computing); Publishing; Psychology; Skepticism; Citation; Medical education; Open educational resources; Library science; Computer science; Medicine; Political science","score_opus":0.16663045243982655,"score_gpt":0.4959300899677812,"score_spread":0.32929963752795466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2793347502","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.64311194,0.0009415215,0.0000059836084,0.0631859,0.21825163,0.0010877183,0.0000045709526,0.0000585165,0.07335222],"genre_scores_gemma":[0.71340734,0.00042134235,0.000875927,0.0018571096,0.28070775,0.001390398,0.00002873654,0.000024480707,0.0012869517],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979844,0.00027337892,0.00032063716,0.00033687268,0.0006937166,0.00039098004],"domain_scores_gemma":[0.9952249,0.0035078549,0.0001749952,0.0001723081,0.00050008483,0.00041985745],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002056504,0.00010884029,0.00016455392,0.00019234218,0.00070867594,0.00062455103,0.0011232852,0.00022801333,0.0004299352],"category_scores_gemma":[0.045182347,0.00012124099,0.000015270543,0.0009933979,0.00055936316,0.0012629587,0.00017076392,0.00024183978,0.000029121007],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000068477316,0.00034528013,0.053608883,0.00006166455,0.0000075067255,1.5083768e-7,0.4412132,8.119274e-8,0.0000011746922,0.0144813005,0.355564,0.13470992],"study_design_scores_gemma":[0.000298323,0.000028375156,0.07152433,0.0001518291,0.0000065081363,0.0000015109183,0.048559833,0.0000019290171,0.000006749462,0.018858952,0.86049134,0.00007032565],"about_ca_topic_score_codex":0.014033082,"about_ca_topic_score_gemma":0.019426858,"teacher_disagreement_score":0.50492734,"about_ca_system_score_codex":0.00016924455,"about_ca_system_score_gemma":0.013959223,"threshold_uncertainty_score":0.9984661},"labels":[],"label_agreement":null},{"id":"W2793410853","doi":"10.14745/ccdr.v42i02a04","title":"Impact of a social media campaign targeting men who have sex with men during an outbreak of syphilis in Winnipeg, Canada","year":2016,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Manitoba; Public Health Agency of Canada; Winnipeg Regional Health Authority","funders":"","keywords":"Syphilis; Men who have sex with men; Advertising; Demography; Medicine; Social media; Outbreak; Gerontology; Family medicine; Business; Computer science; Virology; Sociology; World Wide Web; Human immunodeficiency virus (HIV)","score_opus":0.028318633324013888,"score_gpt":0.32383735504636463,"score_spread":0.2955187217223507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2793410853","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99164724,0.00022038739,8.606623e-7,0.0013908695,0.00012283701,0.00063537125,0.00014106845,0.000016574711,0.0058247964],"genre_scores_gemma":[0.9992875,0.000046816775,0.000024797591,0.000019882078,0.00019432628,0.00015320122,0.000049525323,0.000027949887,0.00019600637],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965857,0.00066810666,0.0007606283,0.0002723187,0.0011019156,0.0006113036],"domain_scores_gemma":[0.99612916,0.0013138166,0.0007115921,0.0006938883,0.00042946334,0.0007221098],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012019152,0.00018178657,0.0005255123,0.000085354404,0.00044946917,0.00001390186,0.0005618569,0.00008257157,0.00012197198],"category_scores_gemma":[0.004097681,0.00015029871,0.000055287906,0.00039580915,0.00037012738,0.00024273929,0.000088275716,0.00017465146,7.4527584e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000106790125,0.00008670133,0.97432894,0.000085970685,0.000059071917,0.0001737563,0.020133587,0.000032031992,0.00007859985,0.00005590781,0.004036872,0.0008217764],"study_design_scores_gemma":[0.00047703134,0.000020952724,0.96001136,0.00016224141,0.000038832473,0.0000025504573,0.03749906,0.000036196525,0.000071516944,0.000052058156,0.0013925359,0.0002356358],"about_ca_topic_score_codex":0.9993762,"about_ca_topic_score_gemma":0.99963886,"teacher_disagreement_score":0.043790232,"about_ca_system_score_codex":0.0043896786,"about_ca_system_score_gemma":0.04817991,"threshold_uncertainty_score":0.99943227},"labels":[],"label_agreement":null},{"id":"W2793548578","doi":"10.1097/sih.0000000000000284","title":"Establishing a Virtual Community of Practice in Simulation","year":2018,"lang":"en","type":"article","venue":"Simulation in Healthcare The Journal of the Society for Simulation in Healthcare","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Children's Hospital; Saskatchewan Health Authority; University of Saskatchewan; University of Calgary","funders":"","keywords":"Statement (logic); Instructional simulation; Social media; Community of practice; Computer science; Passion; Virtual community; Best practice; Engineering ethics; Multimedia; Public relations; Sociology; Psychology; World Wide Web; Engineering; Pedagogy; Human–computer interaction; Virtual reality; The Internet; Political science","score_opus":0.14123606481471807,"score_gpt":0.48673882611864727,"score_spread":0.3455027613039292,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2793548578","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92209274,0.0008496379,0.001999521,0.06546247,0.005092068,0.004415178,0.000025755973,0.00002641924,0.000036240115],"genre_scores_gemma":[0.99572253,0.00022246357,0.0008221809,0.0018102255,0.0012946759,0.00007297634,0.000009049704,0.000038060018,0.000007857566],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9880544,0.0072634337,0.002484916,0.00022151227,0.0012954469,0.00068029907],"domain_scores_gemma":[0.92162615,0.070387974,0.0031684593,0.000622306,0.0039727855,0.00022231902],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.020682825,0.00022927659,0.00055647024,0.00035220484,0.0014758154,0.000057331377,0.0008260466,0.0005319112,0.000009968015],"category_scores_gemma":[0.04407863,0.00019298871,0.00037756347,0.0028544741,0.0005154789,0.0013344069,0.000089895155,0.0017725576,0.0000012121795],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040528548,0.00013185292,0.09005945,0.00019730831,0.000012924426,1.3211667e-7,0.20561793,0.69497126,0.0000031314698,0.0013937703,0.000017449098,0.0071894885],"study_design_scores_gemma":[0.0032579426,0.00094811444,0.28774905,0.0015710831,0.000074195406,0.0000019276492,0.13338953,0.54469544,0.00001633671,0.022589711,0.0053059706,0.00040070235],"about_ca_topic_score_codex":0.059767324,"about_ca_topic_score_gemma":0.036937736,"teacher_disagreement_score":0.19768961,"about_ca_system_score_codex":0.0025826602,"about_ca_system_score_gemma":0.0023039267,"threshold_uncertainty_score":0.9998241},"labels":[],"label_agreement":null},{"id":"W2793688820","doi":"10.1016/j.cjca.2018.02.024","title":"Insights on the Use of Twitter at the Canadian Cardiovascular Congress","year":2018,"lang":"en","type":"letter","venue":"Canadian Journal of Cardiology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Scopus; Inclusion (mineral); Medicine; Social media; Medical education; Microblogging; Public relations; Gerontology; MEDLINE; Social science; Sociology; Political science; Law","score_opus":0.19864596860356665,"score_gpt":0.32777322112493135,"score_spread":0.1291272525213647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2793688820","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02839,0.0021314663,0.000004392754,0.92044675,0.038829647,0.0011177973,0.000084637424,0.000004057477,0.008991259],"genre_scores_gemma":[0.32303846,0.00049714214,0.000022981667,0.5680097,0.10676084,0.0001619815,0.00004356528,0.00009460043,0.0013707553],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9942132,0.0034586126,0.0005684501,0.00022810284,0.00070543546,0.00082615874],"domain_scores_gemma":[0.99282736,0.0039082156,0.0005817555,0.0007035281,0.0012341714,0.0007449715],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0017902041,0.00022882645,0.0008105864,0.0004969798,0.0015379469,0.000102802085,0.0010497462,0.001203687,0.00018116717],"category_scores_gemma":[0.005800512,0.00014530712,0.0006942844,0.00034601614,0.0029936677,0.000084749365,0.000017003771,0.0018887653,0.00006714721],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000036986573,2.4119515e-7,0.0019031597,0.000009950547,0.00046914816,0.00017250386,0.006384212,0.00006171839,1.549194e-7,0.00022429366,0.9902396,0.0005313174],"study_design_scores_gemma":[0.000079223464,0.00005986447,0.0031512761,0.00007360855,0.0002012541,0.000037341746,0.00045094048,2.2965025e-7,0.0000030658234,0.0002518882,0.9955493,0.00014200687],"about_ca_topic_score_codex":0.84483606,"about_ca_topic_score_gemma":0.96265566,"teacher_disagreement_score":0.35243708,"about_ca_system_score_codex":0.0029457256,"about_ca_system_score_gemma":0.019926049,"threshold_uncertainty_score":0.99976194},"labels":[],"label_agreement":null},{"id":"W2794124299","doi":"10.1016/j.ekir.2018.02.003","title":"The Social Media Revolution in Nephrology Education","year":2018,"lang":"en","type":"review","venue":"Kidney International Reports","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":118,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"U.S. Department of Veterans Affairs","keywords":"Social media; Mentorship; Medicine; Internship; Promotion (chess); Professional development; Medical education; Nephrology; Public relations; Internal medicine; Multimedia; World Wide Web; Computer science; Political science","score_opus":0.12115270886878646,"score_gpt":0.47806377811052436,"score_spread":0.3569110692417379,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2794124299","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000033221953,0.87276256,0.0000028490329,0.010346725,0.091116935,0.0018252854,0.00001446486,0.00006656138,0.02383138],"genre_scores_gemma":[0.00007441876,0.9763981,0.00008178372,0.0003870262,0.019389123,0.0025406133,0.00039947365,0.000032277607,0.00069718604],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961234,0.0008593713,0.0012177887,0.00046645236,0.00088696403,0.00044603652],"domain_scores_gemma":[0.9944504,0.0029415006,0.0014842998,0.00028387026,0.000575947,0.0002639626],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0031120963,0.00022120515,0.0005220096,0.0003237941,0.0008702123,0.000121377525,0.0005507649,0.0006115726,0.0002624729],"category_scores_gemma":[0.05129976,0.00019066167,0.00023256025,0.00060961273,0.00056132895,0.00019004621,0.000071572795,0.00048385066,0.00014209359],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000030907438,0.00006593023,0.00014618426,0.0002369253,0.00003163387,0.0000074140667,0.006997838,6.0381997e-9,1.7633988e-8,0.012216318,0.15380652,0.82648814],"study_design_scores_gemma":[0.000028762512,0.0000045319257,0.00038230818,0.0012118636,0.000057920715,0.000024377841,0.00065119966,3.0526857e-7,2.3665395e-8,0.005172201,0.9923107,0.00015582325],"about_ca_topic_score_codex":0.0025524055,"about_ca_topic_score_gemma":0.0046299775,"teacher_disagreement_score":0.83850414,"about_ca_system_score_codex":0.0026427004,"about_ca_system_score_gemma":0.015388718,"threshold_uncertainty_score":0.9901931},"labels":[],"label_agreement":null},{"id":"W2794257101","doi":"10.1017/cem.2018.21","title":"Finding FOAM and not Froth","year":2018,"lang":"en","type":"editorial","venue":"Canadian Journal of Emergency Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Content (measure theory); Action (physics); Advertising; Business; Mathematics","score_opus":0.23064380183285985,"score_gpt":0.4722138384214722,"score_spread":0.24157003658861234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2794257101","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0026374243,0.0052021313,0.000007526587,0.008891411,0.9778493,0.0003653555,0.000028046337,0.000006480099,0.0050123306],"genre_scores_gemma":[0.0017283839,0.0072964034,0.00007081912,0.00006945857,0.98950416,0.000019444546,0.000017491604,0.000034163782,0.0012596978],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99683386,0.00031585246,0.0009706138,0.0002122445,0.0010627987,0.00060462125],"domain_scores_gemma":[0.99329823,0.0018358243,0.001044058,0.00016738272,0.0015511871,0.0021033434],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0035532988,0.00020199387,0.0005552861,0.00059920613,0.00076816895,0.000016737758,0.00049472396,0.00072123646,0.0064752726],"category_scores_gemma":[0.06812934,0.00018958833,0.000080489874,0.0004823876,0.00065242685,0.00016711158,0.000008460001,0.0009435833,0.000019558498],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000068856093,0.0000024064377,0.0016157541,0.00005978078,0.000027934959,0.000011018835,0.030267365,2.82122e-8,0.0000013759138,0.00014290761,0.96601284,0.0018517157],"study_design_scores_gemma":[0.00022703157,0.00022316036,0.0008182558,0.00056045636,0.00010514499,5.5482684e-7,0.0033997204,2.7696748e-7,6.7990675e-7,0.00063695695,0.9938719,0.00015582956],"about_ca_topic_score_codex":0.23784715,"about_ca_topic_score_gemma":0.4503476,"teacher_disagreement_score":0.21250044,"about_ca_system_score_codex":0.0008226694,"about_ca_system_score_gemma":0.014400911,"threshold_uncertainty_score":0.9944329},"labels":[],"label_agreement":null},{"id":"W2794520057","doi":"10.2196/publichealth.7217","title":"Online Health Monitoring using Facebook Advertisement Audience Estimates in the United States: Evaluation Study","year":2018,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Social media; Advertising; Internet privacy; Psychological intervention; eHealth; Public health; Target audience; Business; Psychology; Computer science; Medicine; Health care; World Wide Web; Political science","score_opus":0.2951778428020705,"score_gpt":0.512004046822469,"score_spread":0.21682620402039854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2794520057","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9574876,0.0006868923,0.00008305606,0.033980347,0.0015162284,0.006122023,0.000006621398,0.000055938643,0.00006131934],"genre_scores_gemma":[0.9949802,0.00085258414,0.00034596102,0.0020118412,0.00074013986,0.0010123107,0.00004168032,0.00001046666,0.0000048268394],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9942772,0.0030577907,0.0005692549,0.00034075518,0.00090381777,0.00085122435],"domain_scores_gemma":[0.9973194,0.0012564084,0.00032298343,0.00022244078,0.00041962753,0.00045911968],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.013139349,0.00013105875,0.00025049972,0.0002160567,0.0014809867,0.00012832323,0.00024837363,0.000054617987,0.00002307659],"category_scores_gemma":[0.003306753,0.000112359136,0.00001457959,0.001346216,0.00025227078,0.00022248265,0.00003194163,0.00020541555,0.0000052164087],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000060714133,0.0002568641,0.6756584,0.00004325616,0.0000029187784,2.0565494e-7,0.2607448,0.000011688431,2.281742e-7,0.000047179765,0.00017344818,0.063054934],"study_design_scores_gemma":[0.00043506845,0.00038891495,0.81015176,0.000041446354,4.792233e-7,4.7435546e-7,0.15647422,0.0050940267,7.8513146e-8,0.0000845319,0.027217198,0.000111816444],"about_ca_topic_score_codex":0.038803626,"about_ca_topic_score_gemma":0.0278174,"teacher_disagreement_score":0.13449337,"about_ca_system_score_codex":0.0011734676,"about_ca_system_score_gemma":0.0039372905,"threshold_uncertainty_score":0.9998189},"labels":[],"label_agreement":null},{"id":"W2795772296","doi":"10.2196/mental.8808","title":"Youth Mental Health Services Utilization Rates After a Large-Scale Social Media Campaign: Population-Based Interrupted Time-Series Analysis","year":2018,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":77,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Western University","funders":"Ontario Ministry of Research, Innovation and Science; Ontario Trillium Foundation; Institute for Clinical Evaluative Sciences; Ontario Ministry of Health and Long-Term Care; Lawson Health Research Institute","keywords":"Mental health; Medicine; Psychological intervention; Public health; Population; Scale (ratio); Psychiatry; Gerontology; Family medicine; Environmental health; Nursing; Geography","score_opus":0.05242489805535472,"score_gpt":0.4130672896255249,"score_spread":0.3606423915701702,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2795772296","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9693387,0.00046328633,0.000081352024,0.021004573,0.0040687895,0.003403385,0.001114604,0.00033042443,0.000194898],"genre_scores_gemma":[0.9889293,0.000080589576,0.0005806056,0.0035687292,0.0018925696,0.0005375079,0.0042779786,0.000038591166,0.00009413878],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9956177,0.0011511603,0.0008037523,0.0005359173,0.0009142704,0.0009771938],"domain_scores_gemma":[0.9981646,0.00019804057,0.00064466597,0.00022256792,0.00020803473,0.00056212634],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015253744,0.0002682641,0.0005552987,0.00039728617,0.0028427765,0.00012531606,0.00026670122,0.00019870409,0.0014358336],"category_scores_gemma":[0.000080263664,0.00028896582,0.00014975708,0.0021868255,0.00029073175,0.0004889708,0.000050368442,0.00018097028,0.00012895973],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002606571,0.00033064806,0.22752817,0.00018741995,0.00006176509,1.287545e-7,0.7650374,6.493148e-7,0.0000020320067,0.00012345209,0.0009892947,0.005478332],"study_design_scores_gemma":[0.0009713911,0.00034863738,0.730615,0.00021709705,0.00007779673,2.6913034e-7,0.24889512,0.0010282059,0.000026057796,0.000108278735,0.017287552,0.00042456936],"about_ca_topic_score_codex":0.02384672,"about_ca_topic_score_gemma":0.17066,"teacher_disagreement_score":0.5161423,"about_ca_system_score_codex":0.001841686,"about_ca_system_score_gemma":0.0013797147,"threshold_uncertainty_score":0.99995625},"labels":[],"label_agreement":null},{"id":"W2796030317","doi":"10.2196/publichealth.8737","title":"Contents, Followers, and Retweets of the Centers for Disease Control and Prevention’s Office of Advanced Molecular Detection (@CDC_AMD) Twitter Profile: Cross-Sectional Study","year":2018,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Disease control; Government (linguistics); Medicine; Environmental health","score_opus":0.05726066710407067,"score_gpt":0.3968109905555353,"score_spread":0.33955032345146463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2796030317","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98958546,0.00046641138,0.00037070233,0.003478789,0.0012217204,0.004782471,0.000041408235,0.000016146778,0.00003689875],"genre_scores_gemma":[0.9984729,0.000058609676,0.00006568955,0.00035616438,0.00018362144,0.00080808345,0.000006231987,0.000008039612,0.000040630377],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981622,0.00056554604,0.00039950712,0.00026470577,0.00030821437,0.0002998095],"domain_scores_gemma":[0.9981708,0.0005311399,0.00037840474,0.00013422739,0.00044454765,0.00034091654],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017634901,0.00008712534,0.00021362488,0.000053023155,0.00054136384,0.000040911327,0.000089599285,0.000062730476,0.0000056339336],"category_scores_gemma":[0.002336568,0.00007513866,0.000037621434,0.00021657822,0.00048150987,0.00015183174,0.0000228599,0.00007652983,1.3469062e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024233409,0.00009365586,0.98594916,0.00013975325,0.000014811094,4.352078e-8,0.0038797415,7.551255e-8,0.00003634186,0.0001069887,0.00005300447,0.009484087],"study_design_scores_gemma":[0.0015092591,0.00037662612,0.9922721,0.000014403208,0.0000016022301,2.3693931e-7,0.0020619647,0.000024967474,0.000002963001,0.0001033428,0.0035706894,0.00006187664],"about_ca_topic_score_codex":0.0007923848,"about_ca_topic_score_gemma":0.0010965009,"teacher_disagreement_score":0.00942221,"about_ca_system_score_codex":0.0000948777,"about_ca_system_score_gemma":0.0006159182,"threshold_uncertainty_score":0.4163788},"labels":[],"label_agreement":null},{"id":"W2796207914","doi":"10.1108/ijssp-08-2017-0102","title":"Online physicians, offline patients","year":2018,"lang":"en","type":"article","venue":"International Journal of Sociology and Social Policy","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Insider; Originality; Social media; Identity (music); Value (mathematics); Public relations; Perspective (graphical); Professional ethics; Psychology; Sociology; Medicine; Social psychology; Political science; Law","score_opus":0.07150785346813755,"score_gpt":0.46658548880521383,"score_spread":0.3950776353370763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2796207914","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9168951,0.00006304642,0.000022059141,0.07560745,0.006146086,0.000099823126,0.000020207452,0.0000106081,0.0011356481],"genre_scores_gemma":[0.9537825,0.00023761622,0.0002061934,0.004320676,0.04137115,0.00000423099,0.000012542636,0.0000068500553,0.00005825143],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99876994,0.00026892105,0.0003276121,0.000082211074,0.0003461724,0.00020513771],"domain_scores_gemma":[0.9977896,0.00036125793,0.00043117223,0.000027908574,0.0013183228,0.000071717106],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049742573,0.00006783115,0.00017021895,0.00015856401,0.00044733123,0.000020155228,0.00027742184,0.00018578778,0.000056922858],"category_scores_gemma":[0.0021911385,0.000069269445,0.00007286178,0.00009467712,0.0015649883,0.00018483275,0.00003149776,0.00022311757,0.000011778048],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016746447,0.000743634,0.11588349,0.000008424622,0.00024633048,0.0000040183418,0.44498497,1.8980995e-7,0.0000691922,0.17783175,0.009665271,0.25039527],"study_design_scores_gemma":[0.0010962875,0.00025607448,0.73243874,0.000027221406,0.00002559549,0.0000020848322,0.014086078,0.0000021508285,0.000018808729,0.049619723,0.20228586,0.00014136385],"about_ca_topic_score_codex":0.0014909706,"about_ca_topic_score_gemma":0.00026439579,"teacher_disagreement_score":0.6165553,"about_ca_system_score_codex":0.00027925463,"about_ca_system_score_gemma":0.0006026187,"threshold_uncertainty_score":0.5766265},"labels":[],"label_agreement":null},{"id":"W2796301980","doi":"10.2196/medinform.8895","title":"Patient-Physician Communication in the Era of Mobile Phones and Social Media Apps: Cross-Sectional Observational Study on Lebanese Physicians’ Perceptions and Attitudes","year":2018,"lang":"en","type":"article","venue":"JMIR Medical Informatics","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Observational study; Cross-sectional study; Social media; Medicine; Mobile apps; Perception; Family medicine; Internet privacy; Psychology; Computer science; World Wide Web","score_opus":0.1369271845003128,"score_gpt":0.4496772980993882,"score_spread":0.31275011359907545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2796301980","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9965276,0.000025698295,0.0000042785987,0.001298579,0.00044618137,0.001146139,0.000012332348,0.000020164152,0.0005190145],"genre_scores_gemma":[0.99721986,0.000063402666,0.00015106291,0.0010053888,0.00068501866,0.0008280428,0.000040181425,0.0000054376364,0.0000016301008],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.997735,0.00033277817,0.00055583636,0.00008917862,0.0010968755,0.00019031063],"domain_scores_gemma":[0.9969695,0.002327014,0.00025233318,0.00014381418,0.0002388148,0.000068520196],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011674173,0.00009554124,0.00017230265,0.00006213819,0.00079955533,0.00006982407,0.000245254,0.00014445544,0.00006430355],"category_scores_gemma":[0.0007827233,0.000077459335,0.000027303942,0.00036284287,0.0015487303,0.00038191644,0.000054558892,0.00036928355,0.000012223407],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000127168,0.00046764754,0.272891,0.000032919106,0.000005876806,7.8234685e-8,0.7060324,5.105152e-7,0.0000019073194,0.0018733565,0.00019613148,0.018485446],"study_design_scores_gemma":[0.00022630303,0.00012115881,0.7644883,0.000044635988,0.0000038442454,2.495546e-7,0.23390296,0.0000620713,0.0000011855886,0.00036603442,0.00072454265,0.000058757294],"about_ca_topic_score_codex":0.00045536936,"about_ca_topic_score_gemma":0.0019664825,"teacher_disagreement_score":0.49159724,"about_ca_system_score_codex":0.000083772786,"about_ca_system_score_gemma":0.00025136804,"threshold_uncertainty_score":0.6149614},"labels":[],"label_agreement":null},{"id":"W2796972833","doi":"10.1161/jaha.118.008710","title":"Examining the Use of a Social Media Campaign to Increase Engagement for the American Heart Association 2017 Resuscitation Science Symposium","year":2018,"lang":"en","type":"review","venue":"Journal of the American Heart Association","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"North York General Hospital; University of Toronto","funders":"","keywords":"Social media; Medicine; Analytics; Morning; Association (psychology); Psychology; Internal medicine; World Wide Web","score_opus":0.25673624862675526,"score_gpt":0.45668141749864233,"score_spread":0.19994516887188707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2796972833","genre_codex":"empirical","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41443598,0.20905906,0.000743551,0.23215477,0.09979107,0.042156726,0.000981677,0.00028069396,0.0003964749],"genre_scores_gemma":[0.036284026,0.9121741,0.0079514235,0.0061875186,0.034170777,0.0024608672,0.000025410563,0.00023143008,0.00051443634],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98668975,0.0071961326,0.0016225338,0.0003737453,0.0032906996,0.0008271234],"domain_scores_gemma":[0.9288647,0.057430405,0.009968815,0.000466199,0.0030199988,0.00024988633],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.034390863,0.0003167055,0.0018286168,0.00044102105,0.0035054109,0.00042098798,0.0013874259,0.00017116492,0.0000072384682],"category_scores_gemma":[0.13868397,0.00019833975,0.0008404152,0.0039528403,0.0012019709,0.0005434438,0.00016641758,0.0008642556,0.000014090795],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00029326387,0.00042124596,0.05127407,0.0008471738,0.0012569692,6.687679e-7,0.20947622,0.00006304269,0.00013930579,0.0004926281,0.39583546,0.33989996],"study_design_scores_gemma":[0.00013569358,0.00024112646,0.06328212,0.0007343503,0.0009971038,0.0000015303682,0.00805528,0.00001150664,0.0000035654348,0.000048412658,0.92627114,0.0002181886],"about_ca_topic_score_codex":0.0041215373,"about_ca_topic_score_gemma":0.0012105475,"teacher_disagreement_score":0.70311505,"about_ca_system_score_codex":0.008994351,"about_ca_system_score_gemma":0.0056595574,"threshold_uncertainty_score":0.9999774},"labels":[],"label_agreement":null},{"id":"W2799570014","doi":"10.1097/tp.0000000000002243","title":"How Should Social Media Be Used in Transplantation? A Survey of the American Society of Transplant Surgeons","year":2018,"lang":"en","type":"article","venue":"Transplantation","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Aging","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Institute of Allergy and Infectious Diseases; National Institute on Aging; Agency for Healthcare Research and Quality","keywords":"Social media; Medicine; Transplantation; Donation; Organ donation; Perception; Family medicine; Psychology; Surgery; Political science","score_opus":0.21687570984686672,"score_gpt":0.40615053360565073,"score_spread":0.18927482375878402,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2799570014","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99060076,0.000016092503,0.00046952383,0.006467398,0.0010225831,0.0007367377,0.0005295412,0.000029542856,0.00012780199],"genre_scores_gemma":[0.9983078,0.00088175276,0.00019196676,0.00012711396,0.00021089429,0.00009647276,0.00016016708,0.000016838341,0.0000069815032],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970729,0.0010741989,0.000474074,0.00022606288,0.0007999346,0.00035287524],"domain_scores_gemma":[0.9956502,0.003442134,0.00041000344,0.00012852548,0.00029331833,0.00007583132],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001730198,0.00013982433,0.0003576727,0.0001088967,0.0003300528,0.000019653762,0.00029421147,0.00014805491,0.000027251535],"category_scores_gemma":[0.00026132222,0.00012726865,0.0001415568,0.0015246002,0.0013916509,0.00020573259,0.0000026304792,0.00018959139,9.401021e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026426,0.00010942692,0.5582607,0.00022135927,0.00002227353,6.1852904e-7,0.4353338,0.0000021265964,0.002242031,0.0010997761,0.00009111193,0.0023525844],"study_design_scores_gemma":[0.00061437447,0.000037024613,0.9884822,0.000074335294,0.00006691826,7.121204e-7,0.006852081,0.000019639658,0.00346667,0.00012843925,0.00013169253,0.00012593664],"about_ca_topic_score_codex":0.059155677,"about_ca_topic_score_gemma":0.37774733,"teacher_disagreement_score":0.43022153,"about_ca_system_score_codex":0.0001043947,"about_ca_system_score_gemma":0.00063126563,"threshold_uncertainty_score":0.94710946},"labels":[],"label_agreement":null},{"id":"W2799659072","doi":"10.1017/cem.2018.270","title":"P072: The effect of infographic promotion on research dissemination and readership: a randomized control trial","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Regina","funders":"","keywords":"Infographic; Social media; Audience measurement; Altmetrics; Randomized controlled trial; Promotion (chess); Control (management); Dissemination; Medicine; Medical education; Computer science; World Wide Web; Advertising; Surgery","score_opus":0.261541799373188,"score_gpt":0.5179912845977781,"score_spread":0.2564494852245901,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2799659072","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93079484,0.0010182055,0.00001542992,0.043104928,0.020255644,0.0025783207,0.0000017261781,0.0000030422764,0.0022278707],"genre_scores_gemma":[0.9930308,0.00036949466,0.000002648836,0.000022248247,0.006401832,0.000102332815,0.0000011803752,0.000006493564,0.00006297045],"study_design_codex":"qualitative","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9950003,0.0033667232,0.00063364883,0.000089217196,0.00061575195,0.00029435442],"domain_scores_gemma":[0.99129397,0.006727009,0.0004520051,0.00011020773,0.0009422597,0.00047452518],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02266366,0.00007473273,0.0003661591,0.00053881056,0.00057796,0.0000073020933,0.00020358387,0.00010235264,0.0005718798],"category_scores_gemma":[0.07948299,0.000045008204,0.00007260961,0.0008293492,0.0018674684,0.00009558908,0.0000020905884,0.00032594148,0.000001957595],"study_design_candidate":"randomized_trial","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.237519,0.00011079332,0.04281136,0.00033669904,0.00036428345,0.0000113540455,0.5710884,0.000001020527,0.0004036492,0.021092009,0.075561,0.05070048],"study_design_scores_gemma":[0.8083205,0.036024477,0.02879848,0.0032132498,0.00086116925,0.000006968782,0.041479282,0.000076911805,0.00036784998,0.012721581,0.06771505,0.00041444684],"about_ca_topic_score_codex":0.02876166,"about_ca_topic_score_gemma":0.05619795,"teacher_disagreement_score":0.5708015,"about_ca_system_score_codex":0.00013917,"about_ca_system_score_gemma":0.0009063009,"threshold_uncertainty_score":0.9777059},"labels":[],"label_agreement":null},{"id":"W2799788992","doi":"10.1177/2055207618771416","title":"The use of social media among health professionals to facilitate chronic disease self-management with their patients: A systematic review","year":2018,"lang":"en","type":"review","venue":"Digital Health","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":61,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; University of Ottawa","funders":"Canadian Institutes of Health Research","keywords":"Social media; Inclusion (mineral); Self-management; Health professionals; Systematic review; Psychology; Medicine; Medical education; Health care; MEDLINE; Social psychology; Computer science; World Wide Web; Political science","score_opus":0.24275667385626457,"score_gpt":0.44052750015699016,"score_spread":0.1977708263007256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2799788992","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000019301166,0.96006614,0.000007382113,0.0038272617,0.0018240158,0.03316398,0.000877584,0.00011250306,0.000101845384],"genre_scores_gemma":[0.000046693905,0.98838586,0.000047575177,0.0009934369,0.00054023595,0.009278711,0.0004833213,0.000065642314,0.00015851027],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.99155074,0.0028513435,0.0023053512,0.0006149937,0.0015491006,0.0011284818],"domain_scores_gemma":[0.98932797,0.005361646,0.0029216844,0.00068190263,0.00054762315,0.0011592059],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0031117743,0.0004971772,0.002683139,0.00017279011,0.0016779853,0.0001961549,0.0007935397,0.00013675189,0.000009308025],"category_scores_gemma":[0.004046125,0.0002915619,0.000368175,0.00140271,0.00045012208,0.0004525221,0.00015140575,0.00033029748,0.0000779036],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0000062185886,0.00018905707,0.000019674313,0.7692677,0.000096810036,3.2701874e-7,0.020339556,1.7478015e-8,2.0510028e-12,0.0007012164,0.011491001,0.19788842],"study_design_scores_gemma":[0.00006761112,0.00012302528,0.00010587247,0.36769956,0.00013371678,7.7977184e-8,0.0011372974,1.5682987e-7,1.6596301e-10,0.000020382837,0.6305342,0.00017810521],"about_ca_topic_score_codex":0.00038477202,"about_ca_topic_score_gemma":0.0018256452,"teacher_disagreement_score":0.6190432,"about_ca_system_score_codex":0.0038813746,"about_ca_system_score_gemma":0.011144277,"threshold_uncertainty_score":0.9999536},"labels":[],"label_agreement":null},{"id":"W2800015376","doi":"10.2196/10403","title":"Metadata Correction: Mobile Phone Ownership Is Not a Serious Barrier to Participation in Studies: Descriptive Study","year":2018,"lang":"en","type":"erratum","venue":"JMIR mhealth and uhealth","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Drug Abuse","keywords":"mHealth; Metadata; Mobile phone; Descriptive statistics; Internet privacy; Descriptive research; Phone; Computer science; World Wide Web; Psychology; Medicine; Telecommunications; Statistics; Nursing; Psychological intervention; Mathematics","score_opus":0.2632520024235738,"score_gpt":0.5112128760997938,"score_spread":0.24796087367622,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2800015376","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7078437,0.0071568764,0.000011389752,0.015180447,0.2448075,0.022290008,0.00017096757,0.00025256493,0.0022865513],"genre_scores_gemma":[0.8143546,0.022342639,0.00042479,0.016850952,0.03371831,0.051673032,0.00027213004,0.00023362557,0.060129944],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9927281,0.0021385034,0.0012605968,0.001192233,0.001168555,0.0015119942],"domain_scores_gemma":[0.99508846,0.0012959692,0.0007847293,0.0005882727,0.0007008317,0.0015417135],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00481852,0.000467014,0.001179975,0.0006068842,0.0016584697,0.0001660139,0.00039503694,0.00068235997,0.00016460437],"category_scores_gemma":[0.004816454,0.0004685524,0.00006713375,0.001859498,0.00039974749,0.00050133467,0.000117975826,0.0013048351,0.000117150004],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018664707,0.00039303652,0.0048701596,0.000608838,0.00003232706,0.000003050849,0.5070835,3.4922826e-7,1.2476664e-7,0.000021820992,0.46825805,0.018542137],"study_design_scores_gemma":[0.0007072517,0.001838254,0.06675771,0.00039711656,0.00015890854,8.955374e-7,0.2693955,0.00001650903,0.0000015442,0.00010129526,0.66014296,0.00048206345],"about_ca_topic_score_codex":0.05491629,"about_ca_topic_score_gemma":0.15612958,"teacher_disagreement_score":0.23768796,"about_ca_system_score_codex":0.0036936698,"about_ca_system_score_gemma":0.007885033,"threshold_uncertainty_score":0.9997766},"labels":[],"label_agreement":null},{"id":"W2800235228","doi":"10.1017/cem.2018.220","title":"P022: The revised METRIQ Score: an international, social-media based usability analysis of a quality evaluation instrument for medical education blogs","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Usability; Likert scale; Medical education; Social media; Quality (philosophy); CLARITY; Thematic analysis; Medicine; System usability scale; Cronbach's alpha; Scale (ratio); Quality Score; Test (biology); Applied psychology; Psychology; Web usability; Computer science; World Wide Web; Clinical psychology; Psychometrics; Qualitative research","score_opus":0.4359831868482623,"score_gpt":0.5528547088855126,"score_spread":0.11687152203725026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2800235228","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88688827,0.0004804085,0.00033795848,0.07329814,0.037095528,0.001051105,0.000026619526,0.0000054087373,0.0008165783],"genre_scores_gemma":[0.9907075,0.0001553248,0.0002344853,0.0006098175,0.008070959,0.00012831533,0.00007486859,0.000009165184,0.000009521113],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9947,0.0014954099,0.0014856596,0.00020144701,0.0018126123,0.00030486536],"domain_scores_gemma":[0.990098,0.0018801113,0.0013445142,0.00026948383,0.0054726303,0.00093529024],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.021307023,0.00011488792,0.0004387486,0.0007987587,0.00065809925,0.000011513672,0.00072703196,0.00016447445,0.011306538],"category_scores_gemma":[0.13542847,0.00009000546,0.00020350785,0.0024422319,0.00094182283,0.00024703876,0.000006218686,0.00019937148,0.0000013077764],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016673129,0.0004341061,0.5784486,0.00011449758,0.00074544153,4.162144e-7,0.17969804,0.000010563623,0.00007660271,0.020609226,0.02538213,0.19431368],"study_design_scores_gemma":[0.0010459195,0.0003603143,0.8907794,0.00017414379,0.0018547465,2.609334e-7,0.025758987,0.0011983078,0.00002360916,0.006043764,0.07256574,0.00019484108],"about_ca_topic_score_codex":0.07113103,"about_ca_topic_score_gemma":0.45944777,"teacher_disagreement_score":0.38831675,"about_ca_system_score_codex":0.0011239931,"about_ca_system_score_gemma":0.020376101,"threshold_uncertainty_score":0.98959726},"labels":[],"label_agreement":null},{"id":"W2800287124","doi":"10.1017/cem.2018.273","title":"P075: Discovering the unknown: using storytelling to identify emergent learning needs for the intrinsic competencies within an online needs assessment","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Storytelling; Thematic analysis; Needs assessment; Medicine; Context (archaeology); Medical education; Narrative; Psychology; Knowledge management; Computer science; Qualitative research","score_opus":0.3484670275680944,"score_gpt":0.4857763193796282,"score_spread":0.13730929181153378,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2800287124","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8974678,0.0015915164,0.005630626,0.022758659,0.07144825,0.00089951005,0.000004331546,0.000011144249,0.00018814586],"genre_scores_gemma":[0.9756342,0.00043245556,0.00095671596,0.00040284378,0.022341318,0.00003304186,0.000004336236,0.000030387177,0.00016468905],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99730384,0.0004319285,0.0009095082,0.00013555934,0.00063424883,0.0005849197],"domain_scores_gemma":[0.99631435,0.00075344386,0.00062372675,0.00021750417,0.0011168346,0.00097415363],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0047303652,0.00016351833,0.00028867018,0.00049615046,0.0027375217,0.00003935897,0.00070359296,0.00007828537,0.00076415867],"category_scores_gemma":[0.005554267,0.000107261025,0.00009391594,0.0015639674,0.0005010565,0.00030138716,0.0000187459,0.0005018151,0.0000024963558],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039328563,0.000047193877,0.058347143,0.000057900765,0.00016121213,0.000003894511,0.90243626,0.0043246527,0.0011113901,0.008884058,0.0049927523,0.019594224],"study_design_scores_gemma":[0.00031732453,0.000878656,0.0509261,0.00035696194,0.0002542863,0.000004147156,0.5181873,0.0018844244,0.000022199603,0.0005217181,0.42639422,0.0002526389],"about_ca_topic_score_codex":0.112643726,"about_ca_topic_score_gemma":0.42040822,"teacher_disagreement_score":0.42140147,"about_ca_system_score_codex":0.00080902927,"about_ca_system_score_gemma":0.0036761512,"threshold_uncertainty_score":0.9985608},"labels":[],"label_agreement":null},{"id":"W2800542257","doi":"10.2196/humanfactors.9859","title":"Value of Face-to-Face Interactions Between Clinician-Educators and Patients or Students to Improve Health Care Education","year":2018,"lang":"en","type":"article","venue":"JMIR Human Factors","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Outreach; Value (mathematics); Medical education; Face (sociological concept); Psychology; Health care; Medicine; Sociology; Computer science; Political science","score_opus":0.10175176388757731,"score_gpt":0.5299486164201936,"score_spread":0.4281968525326163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2800542257","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98638785,0.000017840706,0.0000060659445,0.0014015981,0.007996533,0.0037745256,0.000058706082,0.00005157245,0.00030529982],"genre_scores_gemma":[0.99690455,0.000005841746,0.00017405288,0.0005134161,0.001587974,0.00049143774,0.00005020479,0.000025481391,0.00024703512],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99766225,0.00031801558,0.0005678308,0.0003959321,0.0006231433,0.00043280775],"domain_scores_gemma":[0.99749833,0.0005758287,0.00037721268,0.00026714918,0.000575425,0.0007060406],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041839306,0.00016745142,0.0003110841,0.00032511321,0.0009267044,0.00007849807,0.0003969723,0.00011760403,0.00009183279],"category_scores_gemma":[0.0017627703,0.00016397756,0.000043723394,0.00074076996,0.00018713703,0.0002310203,0.00009677136,0.00018323322,0.000058416666],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000085736565,0.00017191825,0.60992074,0.00003743577,0.000009366368,6.414083e-9,0.37041944,5.9544593e-8,0.0000058066257,0.00008153377,0.0016974114,0.017647726],"study_design_scores_gemma":[0.00013076905,0.00062396243,0.83062667,0.000086110005,0.000011243124,8.145615e-9,0.13823983,3.4118564e-8,0.00008675505,0.000035573023,0.0300252,0.00013383136],"about_ca_topic_score_codex":0.013650502,"about_ca_topic_score_gemma":0.00811606,"teacher_disagreement_score":0.23217961,"about_ca_system_score_codex":0.0010700899,"about_ca_system_score_gemma":0.0016867315,"threshold_uncertainty_score":0.99291766},"labels":[],"label_agreement":null},{"id":"W2800727526","doi":"10.2196/publichealth.5789","title":"Sentiment Analysis of Health Care Tweets: Review of the Methods Used","year":2018,"lang":"en","type":"review","venue":"JMIR Public Health and Surveillance","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":200,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute for Health and Care Research","keywords":"Health care; Sentiment analysis; Data science; Computer science; Information retrieval; Political science; Natural language processing","score_opus":0.25094243674545563,"score_gpt":0.5555988715121906,"score_spread":0.30465643476673493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2800727526","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000019458079,0.9781836,0.000029149114,0.013581732,0.002143863,0.0055917506,0.00012229229,0.000028349596,0.00029980554],"genre_scores_gemma":[0.0000244274,0.99627066,0.00055231195,0.0015988981,0.00034225394,0.0010062477,0.00015250493,0.000022781462,0.000029894225],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.97926724,0.016236182,0.0023160363,0.00051547686,0.00087552564,0.0007895535],"domain_scores_gemma":[0.9906033,0.0034265488,0.0038610268,0.00078695826,0.0006500692,0.0006720534],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.019417785,0.00028145328,0.0037472527,0.00038691313,0.00063033466,0.00003075857,0.00062604883,0.0002676879,0.00008352153],"category_scores_gemma":[0.0066489964,0.00020527445,0.00063829694,0.005392235,0.00053554215,0.00007349377,0.000097456934,0.0003237684,0.0000022567413],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[4.3749426e-7,0.00003330786,0.0039818953,0.13974059,0.00016510527,1.8502543e-8,0.0137647,3.7264205e-9,6.4016253e-10,0.00022289535,0.002467976,0.8396231],"study_design_scores_gemma":[0.000047446218,0.000049759423,0.0019911919,0.010003301,0.000051899435,1.8939485e-7,0.001419554,3.7386184e-7,3.979994e-9,0.000004184437,0.9862983,0.00013374526],"about_ca_topic_score_codex":0.0054270406,"about_ca_topic_score_gemma":0.0029879422,"teacher_disagreement_score":0.9838304,"about_ca_system_score_codex":0.0010292201,"about_ca_system_score_gemma":0.020272534,"threshold_uncertainty_score":0.9852816},"labels":[],"label_agreement":null},{"id":"W2800798340","doi":"10.1111/medu.13577","title":"Facilitating co‐learning of medical ethical issues using Facebook","year":2018,"lang":"en","type":"article","venue":"Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Columbia university; Library science; Ethical issues; Medical ethics; Medical school; Sociology; Media studies; Political science; Medicine; Law; Medical education; Computer science; Engineering ethics; Engineering","score_opus":0.13273176322530147,"score_gpt":0.5474394071562703,"score_spread":0.4147076439309688,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2800798340","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.864237,0.00043565404,0.0013820273,0.11011207,0.010570597,0.0011155657,0.0000012177235,0.00014472625,0.012001126],"genre_scores_gemma":[0.9852524,0.0002703483,0.0028066777,0.0036517282,0.007425377,0.0002511204,0.000017360635,0.000020122272,0.00030487467],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9947039,0.0012579054,0.00050852157,0.00024278933,0.002910984,0.00037591904],"domain_scores_gemma":[0.99542266,0.0031897018,0.00021644375,0.00013661012,0.0005011404,0.0005334177],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0065455586,0.00009698704,0.00021980987,0.00011411504,0.00063670636,0.000028494009,0.0003836448,0.00084256893,0.009727186],"category_scores_gemma":[0.16002794,0.00010087624,0.00004738194,0.00042647656,0.0016353474,0.000106938125,0.000036038527,0.0009230629,0.00015963292],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018099625,0.00033943256,0.024879176,0.00016789569,0.000017290608,9.387827e-7,0.40880898,9.1138253e-7,0.00010042711,0.04051559,0.015061023,0.51009023],"study_design_scores_gemma":[0.0002580839,0.00012170995,0.0039138747,0.00057490886,0.000018605353,0.0000030474146,0.08467337,0.0018751002,0.00027016056,0.0012927003,0.9067885,0.00020989099],"about_ca_topic_score_codex":0.016034847,"about_ca_topic_score_gemma":0.0009039824,"teacher_disagreement_score":0.8917275,"about_ca_system_score_codex":0.00026973084,"about_ca_system_score_gemma":0.011469646,"threshold_uncertainty_score":0.9941344},"labels":[],"label_agreement":null},{"id":"W2800811210","doi":"10.2196/resprot.8071","title":"Comparison of Online Survey Recruitment Platforms for Hard-to-Reach Pregnant Smoking Populations: Feasibility Study","year":2018,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":86,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Center for Undergraduate Research and Scholarship, Bowling Green State University; University of Pennsylvania","keywords":"Medicine; Medical education; Computer science; Data science; Family medicine","score_opus":0.9502907830135764,"score_gpt":0.7604436081568913,"score_spread":0.18984717485668512,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2800811210","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38805082,0.000003506856,0.000054909742,0.00038855974,0.00020283318,0.61115205,0.00004797222,0.000038762577,0.00006055995],"genre_scores_gemma":[0.33381182,1.9908074e-7,0.001177606,0.000009588343,0.0005411617,0.6643341,0.000031676267,0.000015224103,0.00007861642],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9943872,0.0018032657,0.00078330754,0.00050012616,0.0017103226,0.0008157752],"domain_scores_gemma":[0.99334395,0.0030479918,0.0002573977,0.0005779532,0.002408173,0.00036453723],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.016951025,0.0001276091,0.00037787648,0.00027495992,0.0013068378,0.00009879231,0.0006331531,0.00015626656,0.00008164476],"category_scores_gemma":[0.018618394,0.00011502211,0.000057600526,0.0014142335,0.0004535783,0.00022420284,0.0001338941,0.00035611363,0.000018481782],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040942986,0.0042216545,0.91554695,0.00013972064,0.00000993736,8.4450164e-8,0.048871115,0.0000011178275,0.000030155272,0.00032806167,0.0022579888,0.028183805],"study_design_scores_gemma":[0.0008152603,0.0038364376,0.94424146,0.00067292043,0.0000022647644,2.4594982e-8,0.012933918,0.000034571905,0.00017659989,0.0014226061,0.035741553,0.00012238917],"about_ca_topic_score_codex":0.009874511,"about_ca_topic_score_gemma":0.05131414,"teacher_disagreement_score":0.05423901,"about_ca_system_score_codex":0.0011241133,"about_ca_system_score_gemma":0.0014700721,"threshold_uncertainty_score":0.9999933},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"nonrandomized_trial","genre":"protocol","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["metaresearch"],"domain":"methods","study_design":"design_other","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"split"},{"id":"W2801328592","doi":"10.2196/resprot.7764","title":"Perceptions About Disseminating Health Information Among Mommy Bloggers: Quantitative Study","year":2018,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Social media; Health communication; Information Dissemination; Dissemination; Psychology; Perception; Public relations; Medical education; Social psychology; Internet privacy; Medicine; World Wide Web; Political science; Computer science","score_opus":0.5486502527330633,"score_gpt":0.7020095262939172,"score_spread":0.15335927356085388,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2801328592","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20294134,0.000002252862,0.000069688955,0.0037058634,0.00013883132,0.7846556,0.000007322636,0.00015832948,0.008320786],"genre_scores_gemma":[0.18396865,0.0000020036346,0.00065695896,0.00006444928,0.0007763197,0.8143647,0.000008648325,0.000012428734,0.00014586678],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9935367,0.0030880037,0.0005444508,0.0002660731,0.0016117247,0.0009530304],"domain_scores_gemma":[0.9953088,0.0020604425,0.00026734834,0.0003211228,0.0016032641,0.00043902194],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.009703625,0.00011609426,0.00019693811,0.00040806178,0.0038047973,0.00041223253,0.0004996594,0.0001271813,0.0004812939],"category_scores_gemma":[0.009783915,0.000117432304,0.00004017101,0.0016918473,0.0013460837,0.0015622533,0.000105011786,0.00063650234,0.0005795339],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004712382,0.00068422843,0.17035653,0.00014307584,0.0000074926384,4.0617158e-7,0.75007284,3.0068406e-7,0.000012264834,0.005222085,0.009370044,0.06408363],"study_design_scores_gemma":[0.0004036837,0.002088897,0.4662077,0.0007133994,7.3654803e-7,1.0899497e-7,0.38645628,0.00003878096,0.000009721687,0.00049846387,0.14344873,0.00013348238],"about_ca_topic_score_codex":0.010171027,"about_ca_topic_score_gemma":0.0076776026,"teacher_disagreement_score":0.36361656,"about_ca_system_score_codex":0.0009746053,"about_ca_system_score_gemma":0.0018073868,"threshold_uncertainty_score":0.9985571},"labels":[],"label_agreement":null},{"id":"W2801403770","doi":"10.2196/publichealth.7686","title":"Using Social Media to Generate and Collect Primary Data: The #ShowsWorkplaceCompassion Twitter Research Campaign","year":2018,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Social media; Compassion; Health care; Psychology; Data collection; Public relations; Internet privacy; Medical education; World Wide Web; Medicine; Computer science; Sociology; Political science","score_opus":0.5556819704888671,"score_gpt":0.5276788435143628,"score_spread":0.028003126974504355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2801403770","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85864425,0.0006779914,0.00009084384,0.13493001,0.0026253443,0.001804322,0.000022633978,0.00005134629,0.0011532851],"genre_scores_gemma":[0.98206425,0.00051120366,0.0008481045,0.0063648536,0.009594907,0.00041813546,0.000047363155,0.000023405952,0.00012778741],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9938871,0.0034261344,0.00034691425,0.00049405906,0.0007826627,0.0010630768],"domain_scores_gemma":[0.9943061,0.0037891788,0.00012996145,0.0003407224,0.00050703424,0.0009270087],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.015328469,0.000116486335,0.00026328754,0.00016260697,0.0047986945,0.00039595272,0.00044016543,0.00014792103,0.00004982341],"category_scores_gemma":[0.0057963547,0.000093421935,0.000013018137,0.0013780264,0.0009684755,0.00028093715,0.00024965667,0.0003542475,0.000013949986],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009216592,0.00007317284,0.3627667,0.00014053425,0.000010980051,9.563064e-7,0.2891885,1.4857737e-7,0.0000147025,0.0015134172,0.23471929,0.111479394],"study_design_scores_gemma":[0.00021388379,0.000064014355,0.3156181,0.0000125554125,2.8333983e-7,0.0000013314143,0.009476387,0.000128947,2.7865158e-7,0.00019004935,0.67416316,0.00013100667],"about_ca_topic_score_codex":0.0026345856,"about_ca_topic_score_gemma":0.009282078,"teacher_disagreement_score":0.4394439,"about_ca_system_score_codex":0.0005018393,"about_ca_system_score_gemma":0.0047042826,"threshold_uncertainty_score":0.9964969},"labels":[],"label_agreement":null},{"id":"W2801835838","doi":"10.4081/jphr.2018.1166","title":"#Lancerhealth: Using Twitter and Instagram as a Tool in a Campus Wide Health Promotion Initiative","year":2018,"lang":"en","type":"article","venue":"Journal of public health research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Social media; Health promotion; Conversation; Promotion (chess); Coding (social sciences); Social network analysis; Social network (sociolinguistics); Internet privacy; World Wide Web; Psychology; Computer science; Medical education; Medicine; Public health; Sociology; Political science; Nursing; Social science","score_opus":0.7688453242376192,"score_gpt":0.6310940638617775,"score_spread":0.13775126037584173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2801835838","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74039686,0.0007945548,0.00021164358,0.25507668,0.0015984562,0.0014964092,0.0000017181835,0.000011524772,0.00041212956],"genre_scores_gemma":[0.9865208,0.0037204146,0.0021083616,0.00439529,0.0031169392,0.00009229927,0.0000016598595,0.000020670508,0.000023552611],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9865092,0.008408083,0.0012281119,0.0002693306,0.0019336386,0.001651644],"domain_scores_gemma":[0.99226314,0.003128622,0.00097152626,0.0001664001,0.002256703,0.001213618],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.052706454,0.00011326171,0.00044678917,0.0012706493,0.0014523127,0.00020527371,0.00029818842,0.00017354052,0.0001027897],"category_scores_gemma":[0.032092575,0.00010843634,0.000037677724,0.0024048616,0.0008360394,0.000900403,0.00006217536,0.0013411075,0.000014712447],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00008473674,0.00061214325,0.15741475,0.0004347248,0.000016142485,0.00001142094,0.43347028,4.4497358e-7,0.0000075318126,0.0047471314,0.004371472,0.39882922],"study_design_scores_gemma":[0.0028308693,0.008327913,0.5047127,0.0019573765,0.0000038022758,0.00006715051,0.15212667,0.0002629516,0.000009408941,0.021331558,0.30798602,0.00038355292],"about_ca_topic_score_codex":0.03580475,"about_ca_topic_score_gemma":0.01390629,"teacher_disagreement_score":0.39844567,"about_ca_system_score_codex":0.005535527,"about_ca_system_score_gemma":0.044582188,"threshold_uncertainty_score":0.99984765},"labels":[],"label_agreement":null},{"id":"W2801891254","doi":"10.2196/publichealth.9408","title":"Studying Cannabis Use Behaviors With Facebook and Web Surveys: Methods and Insights","year":2018,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":53,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Drug Abuse; National Institutes of Health","keywords":"Cannabis; Psychology; Internet privacy; World Wide Web; Data science; Computer science; Psychiatry","score_opus":0.16105557539746304,"score_gpt":0.45418243894873644,"score_spread":0.2931268635512734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2801891254","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9818231,0.0009236426,0.00010951098,0.01346807,0.0008020929,0.002291314,0.000008106264,0.00009469001,0.00047946157],"genre_scores_gemma":[0.99375457,0.0014344063,0.0022031078,0.0011310704,0.00037504462,0.000879606,0.0000076393035,0.00002071754,0.0001938362],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9945082,0.0037510018,0.0003136719,0.00043172564,0.00031321452,0.0006821619],"domain_scores_gemma":[0.99666345,0.0014718127,0.00019221364,0.00017566387,0.000318299,0.0011785805],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0065854704,0.00015604825,0.0003325933,0.0001429346,0.0014153658,0.00027684472,0.000099425546,0.00013192937,0.000018914072],"category_scores_gemma":[0.0025173754,0.00013770045,0.000011101789,0.0005109765,0.0008883966,0.00045300656,0.000045598692,0.00019432904,0.0000021062374],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008543868,0.000029255669,0.78485054,0.00004887693,0.0000053256636,5.274916e-7,0.08309293,5.8785763e-9,0.0000031378236,0.000598727,0.00044926265,0.13091284],"study_design_scores_gemma":[0.00027516772,0.00021700676,0.6760456,0.000011618636,5.6926496e-7,0.0000019096042,0.009609315,0.000012660757,4.5340977e-7,0.000048508304,0.31363422,0.00014301093],"about_ca_topic_score_codex":0.019531352,"about_ca_topic_score_gemma":0.08462897,"teacher_disagreement_score":0.31318495,"about_ca_system_score_codex":0.000171009,"about_ca_system_score_gemma":0.0023648874,"threshold_uncertainty_score":0.99988467},"labels":[],"label_agreement":null},{"id":"W2802371987","doi":"10.4103/jehp.jehp_84_17","title":"#FOAMems: Engaging paramedics with free, online open-access education","year":2018,"lang":"en","type":"article","venue":"Journal of Education and Health Promotion","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Shared Services Canada; Fanshawe College","funders":"","keywords":"Social media; Content analysis; Period (music); Medicine; Medical education; Psychology; World Wide Web; Computer science; Sociology","score_opus":0.37174909629475494,"score_gpt":0.5946776776616883,"score_spread":0.2229285813669334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802371987","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7570704,0.0012181355,0.0006509012,0.21950343,0.016546767,0.0019185244,0.0000030446247,0.00002723471,0.003061559],"genre_scores_gemma":[0.9660756,0.0025349264,0.013739025,0.0050479653,0.012036824,0.00016840728,0.000025690548,0.000023680748,0.00034785582],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9980042,0.0005037466,0.00059769844,0.00017131327,0.0004473052,0.00027576802],"domain_scores_gemma":[0.9964573,0.00022571418,0.001215418,0.00017063129,0.0014277637,0.0005031927],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032098282,0.00009974816,0.00022884984,0.00028543218,0.0010080028,0.00033241024,0.0005498109,0.00009422403,0.00015533774],"category_scores_gemma":[0.0019577858,0.00008966698,0.0000206133,0.0006225151,0.00025596088,0.0015613231,0.00005466617,0.00033245698,0.000004268181],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044321307,0.0026772358,0.06506983,0.00020243644,0.000014651993,1.6413804e-7,0.08230539,3.6022502e-7,0.000005622602,0.010469314,0.036626108,0.8025846],"study_design_scores_gemma":[0.0010264524,0.002274033,0.46480307,0.0019099012,0.000050165985,0.000050589628,0.09175438,0.00002056857,0.000029161121,0.018425811,0.41936374,0.0002921409],"about_ca_topic_score_codex":0.0064508975,"about_ca_topic_score_gemma":0.0052328226,"teacher_disagreement_score":0.8022924,"about_ca_system_score_codex":0.0006946406,"about_ca_system_score_gemma":0.020640949,"threshold_uncertainty_score":0.9849111},"labels":[],"label_agreement":null},{"id":"W2802443789","doi":"10.1016/j.ijmedinf.2018.04.010","title":"The emerging use of social media for health-related purposes in low and middle-income countries: A scoping review","year":2018,"lang":"en","type":"review","venue":"International Journal of Medical Informatics","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":226,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"University of British Columbia","keywords":"Social media; Low and middle income countries; Globe; Grey literature; Inclusion (mineral); Developing country; Medicine; Psychology; Public relations; Political science; Social science; Sociology; Economic growth; MEDLINE; Economics","score_opus":0.21204794505504992,"score_gpt":0.5130996935229442,"score_spread":0.30105174846789423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802443789","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00008972736,0.9769303,0.0000660977,0.01276861,0.008330542,0.0017560025,0.000029461358,0.000006755349,0.000022510003],"genre_scores_gemma":[0.0000088019,0.9970946,0.0005359336,0.0005451481,0.0016550793,0.0001265541,0.000015407455,0.000014245639,0.000004266371],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9921241,0.0005262058,0.004332007,0.00007563073,0.0026111358,0.00033093046],"domain_scores_gemma":[0.9766752,0.016541986,0.0052110623,0.00008812086,0.0012089876,0.00027463937],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.011140718,0.00017364592,0.0012760382,0.00031109856,0.00028906335,0.00012419709,0.0009928033,0.00036413097,0.000064562766],"category_scores_gemma":[0.05006538,0.00012350497,0.00026380958,0.0003564655,0.0007106874,0.00046486588,0.00009294658,0.0006089057,0.0000035356622],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023950746,0.00004728436,0.000029492596,0.14663748,0.00023621012,0.000004325441,0.05906977,1.961865e-7,2.583435e-10,0.0047087525,0.0021698407,0.7870727],"study_design_scores_gemma":[0.00021081799,0.00002764003,0.0000066162092,0.47436047,0.00006040135,0.000019422341,0.0011322825,0.00001877761,1.2874161e-8,0.00013218189,0.5239554,0.00007600269],"about_ca_topic_score_codex":0.00012910363,"about_ca_topic_score_gemma":0.0007461891,"teacher_disagreement_score":0.78699666,"about_ca_system_score_codex":0.0006177408,"about_ca_system_score_gemma":0.007852059,"threshold_uncertainty_score":0.9977725},"labels":[],"label_agreement":null},{"id":"W2802584593","doi":"10.15694/mep.2018.0000094.1","title":"Podcasting as an Innovative Approach to Enhance Career Counseling in Canadian Undergraduate Medical Education","year":2018,"lang":"en","type":"article","venue":"MedEdPublish","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Specialty; Flexibility (engineering); Medical education; Career counseling; Resource (disambiguation); Psychology; Medicine; Family medicine; Management; Computer science","score_opus":0.07082500278647957,"score_gpt":0.4232520553154609,"score_spread":0.3524270525289813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802584593","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8486714,0.00004599713,0.00014529134,0.04182106,0.00736026,0.0010484044,0.0000024839048,0.00007473827,0.10083041],"genre_scores_gemma":[0.9865782,0.00001194178,0.0020076858,0.0066580423,0.003864731,0.0005781414,0.000046879228,0.000020945967,0.00023342186],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.996965,0.00043904426,0.00035922742,0.00043269515,0.0009739703,0.0008300724],"domain_scores_gemma":[0.99663013,0.00037069936,0.00011111172,0.00021967446,0.0015004671,0.0011679087],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0040086205,0.000120589146,0.00016733201,0.0005129399,0.00064264546,0.00026975802,0.00051618926,0.00025122467,0.00021079036],"category_scores_gemma":[0.04023962,0.00014125087,0.000014136154,0.003471074,0.0002751219,0.0008067772,0.000024313444,0.00033405228,0.000087874105],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012199402,0.00028112673,0.059092753,0.00002816296,0.000007868564,0.0000019576355,0.5413936,0.0000019174088,0.000008524815,0.067986935,0.012716833,0.31846818],"study_design_scores_gemma":[0.0002660807,0.00018956565,0.043233246,0.0003281355,0.000010062454,0.000005123261,0.14427572,0.0003671696,0.000111368856,0.010383808,0.80005425,0.0007754481],"about_ca_topic_score_codex":0.9115955,"about_ca_topic_score_gemma":0.95613265,"teacher_disagreement_score":0.7873374,"about_ca_system_score_codex":0.0016807445,"about_ca_system_score_gemma":0.027052877,"threshold_uncertainty_score":0.9784628},"labels":[],"label_agreement":null},{"id":"W2802589175","doi":"10.1017/cem.2018.253","title":"P055: An international, interprofessional investigation of the podcast listening habits of emergency clinicians: a METRIQ Study","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"","keywords":"Medicine; Social media; Active listening; Infographic; Android (operating system); Emergency department; Family medicine; Medical education; Nursing; Psychology; World Wide Web","score_opus":0.3160131288524501,"score_gpt":0.5047926504382906,"score_spread":0.1887795215858405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802589175","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8913931,0.00041881506,0.000021306369,0.008116453,0.09795724,0.000505402,0.000008199077,0.0000036233935,0.0015758304],"genre_scores_gemma":[0.99267787,0.00019868476,0.00012347374,0.00009228918,0.0067084488,0.000014462494,0.000003055854,0.000013760822,0.00016792759],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99626696,0.00077906245,0.0016460575,0.00015528366,0.0008766351,0.00027600952],"domain_scores_gemma":[0.99475026,0.00032120993,0.0016492245,0.0002375485,0.002391622,0.0006501399],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0037216872,0.000118149066,0.00033146635,0.0005134097,0.00040811964,0.0000034358072,0.00089126837,0.00010968788,0.0042409217],"category_scores_gemma":[0.016933238,0.00008950159,0.00011084832,0.0013850315,0.0005682641,0.00038507683,0.000021529213,0.00031360553,0.0000029004118],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002055565,0.000053690277,0.84058166,0.000017374537,0.000053690837,0.0000010959411,0.15094672,9.743072e-7,0.00019778631,0.00055500946,0.0049544848,0.0026169328],"study_design_scores_gemma":[0.00048347595,0.0012269167,0.8739654,0.0006376272,0.00012513327,0.0000011269774,0.1053087,0.00002142935,0.000076235905,0.0018028079,0.016224138,0.00012704538],"about_ca_topic_score_codex":0.094865575,"about_ca_topic_score_gemma":0.3410847,"teacher_disagreement_score":0.24621913,"about_ca_system_score_codex":0.00025808858,"about_ca_system_score_gemma":0.0038998695,"threshold_uncertainty_score":0.99666935},"labels":[],"label_agreement":null},{"id":"W2804309528","doi":"10.1503/cmaj.109-5603","title":"“Medutainment” — Are doctors using patients to gain social media celebrity?","year":2018,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social media; Middle East; Advertising; Media studies; Medicine; Computer science; World Wide Web; Sociology; History; Business; Archaeology","score_opus":0.05170850296851987,"score_gpt":0.3561311462577432,"score_spread":0.30442264328922336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2804309528","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9180155,0.000026507234,0.000038124283,0.059159063,0.019512469,0.00047991748,0.000030914514,0.000037599395,0.002699918],"genre_scores_gemma":[0.9533697,0.000028264452,0.00029060402,0.011791816,0.034383528,0.000038805534,0.000009262484,0.00002757073,0.000060473176],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9939446,0.0009281309,0.0005860905,0.00023557241,0.003146093,0.0011595264],"domain_scores_gemma":[0.992682,0.0012060965,0.0004727904,0.0000826087,0.0015536122,0.0040029357],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0043292297,0.00014648028,0.00026639496,0.00034003457,0.002791729,0.00021500747,0.0004504223,0.000636836,0.0046581468],"category_scores_gemma":[0.048346207,0.00016715076,0.00009315966,0.0009329767,0.00022428654,0.0002647968,0.000024632542,0.00075563195,0.00039538392],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0000100089255,0.00008402719,0.6549255,0.0000070185533,0.00004629111,0.000025172263,0.102488995,5.5506007e-7,0.0000026452967,0.0009765427,0.159147,0.08228622],"study_design_scores_gemma":[0.00050601404,0.000038466504,0.31812948,0.000067940266,0.000022867389,0.0000027031429,0.01547313,0.000016943337,0.000006277031,0.0005678028,0.6648996,0.00026877134],"about_ca_topic_score_codex":0.031344768,"about_ca_topic_score_gemma":0.42759725,"teacher_disagreement_score":0.5057526,"about_ca_system_score_codex":0.008654921,"about_ca_system_score_gemma":0.008788932,"threshold_uncertainty_score":0.9985065},"labels":[],"label_agreement":null},{"id":"W2804651992","doi":"10.2196/derma.8482","title":"Social Media as a Platform for Information and Support for Melanoma Patients: Analysis of Melanoma Facebook Groups and Pages","year":2018,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Social media; Melanoma; Internet privacy; Social support; Computer science; Information exchange; Health information; World Wide Web; Psychology; Advertising; Medicine; Business; Health care; Political science; Social psychology; Cancer research; Telecommunications","score_opus":0.05293495143117919,"score_gpt":0.37399945497725096,"score_spread":0.32106450354607174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2804651992","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9932473,0.000023724711,0.00016070205,0.0016590202,0.0007400032,0.002746921,0.000074701464,0.000031727315,0.0013159502],"genre_scores_gemma":[0.9965315,0.000041546024,0.00039474483,0.00028407428,0.00025169537,0.002269151,0.00021123167,0.0000070550577,0.000009008749],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99889034,0.00006758374,0.00042046982,0.00014233105,0.00017671679,0.0003025574],"domain_scores_gemma":[0.9971485,0.0019429952,0.00034473924,0.00007004989,0.0003866787,0.0001070503],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032544983,0.00009686338,0.00035359425,0.00031187185,0.0004669835,0.000029634497,0.00010106719,0.0002625668,0.00004583089],"category_scores_gemma":[0.0015656454,0.00010023586,0.00006379144,0.0003060066,0.00055322447,0.00041676773,0.00002582177,0.000048973932,0.0000065774293],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030813256,0.000086405256,0.32135603,0.00035325193,0.0003605411,3.1579444e-7,0.4757035,5.7936163e-8,0.000010246855,0.094961934,0.0063289623,0.1005306],"study_design_scores_gemma":[0.0025046426,0.0005324483,0.6652983,0.000014257404,0.00063150394,0.0000039095385,0.028073594,0.00022425893,0.0002529641,0.010826746,0.2912738,0.00036357716],"about_ca_topic_score_codex":0.00018330666,"about_ca_topic_score_gemma":0.0023852824,"teacher_disagreement_score":0.44762993,"about_ca_system_score_codex":0.00007928822,"about_ca_system_score_gemma":0.0002547616,"threshold_uncertainty_score":0.40875},"labels":[],"label_agreement":null},{"id":"W2805779939","doi":"10.1016/j.chiabu.2018.04.019","title":"The utility of Twitter as a tool for increasing reach of research on sexual violence","year":2018,"lang":"en","type":"article","venue":"Child Abuse & Neglect","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":38,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; University of Toronto; McMaster University","funders":"Canadian Institutes of Health Research; Health Canada; University of Manitoba","keywords":"Public relations; Social media; Government (linguistics); Dissemination; Conversation; Sexual violence; Public health; Information Dissemination; Political science; Psychology; Sociology; Medicine; Nursing; Criminology","score_opus":0.15891300820301252,"score_gpt":0.4702428646069383,"score_spread":0.3113298564039258,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2805779939","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9912407,0.0001645506,0.000009762998,0.001892334,0.0010646427,0.0014803967,0.0000039993956,0.000022729444,0.004120903],"genre_scores_gemma":[0.99761844,0.0001825382,0.00014368628,0.00016040918,0.0016470745,0.00021297777,0.0000019363129,0.000010375431,0.000022595099],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9974157,0.0009899146,0.0002929827,0.0002321878,0.0006384581,0.00043074854],"domain_scores_gemma":[0.9898846,0.008868086,0.00014798788,0.00034886558,0.00066789496,0.00008252465],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0041394597,0.00007162524,0.00014897945,0.00008164142,0.0012268221,0.00002888784,0.00038394463,0.0001102156,0.000049405622],"category_scores_gemma":[0.01672643,0.000056683966,0.000042586384,0.00061985373,0.0014338354,0.000074239135,0.000024476696,0.0002324273,0.000016024347],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021208907,0.0006878065,0.086754985,0.00028759852,0.000059617738,6.2996673e-7,0.5362678,3.261263e-7,0.0020044954,0.013126094,0.008101217,0.35058853],"study_design_scores_gemma":[0.0012303239,0.002843864,0.7705911,0.0021509384,0.000047618814,0.00000284787,0.08042529,0.000119751014,0.02245797,0.024321098,0.09536456,0.00044467047],"about_ca_topic_score_codex":0.013939446,"about_ca_topic_score_gemma":0.0019145425,"teacher_disagreement_score":0.6838361,"about_ca_system_score_codex":0.000119232966,"about_ca_system_score_gemma":0.00062570645,"threshold_uncertainty_score":0.99262685},"labels":[],"label_agreement":null},{"id":"W2805897473","doi":"10.2196/10150","title":"#Healthy Selfies: Exploration of Health Topics on Instagram","year":2018,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":94,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Social media; Public health; Popularity; Image sharing; Modalities; Health care; Internet privacy; Microblogging; Public health surveillance; Computer science; Topic model; Data science; Big data; Set (abstract data type); World Wide Web; Medicine; Information retrieval; Psychology; Artificial intelligence; Data mining; Image (mathematics); Nursing","score_opus":0.20058873071639108,"score_gpt":0.4439236919252223,"score_spread":0.24333496120883122,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2805897473","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4720235,0.001146941,0.00057718594,0.5103566,0.0059985025,0.0035736468,0.00001834142,0.00021485247,0.0060904226],"genre_scores_gemma":[0.9839431,0.0023978057,0.00045491452,0.010730976,0.0019204266,0.0004370792,0.000028340604,0.000014414772,0.00007291503],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962947,0.0014844782,0.00066461484,0.0003041661,0.0004997303,0.0007523492],"domain_scores_gemma":[0.9972768,0.0007724304,0.00052294065,0.00023941194,0.00037487596,0.0008135536],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0047671115,0.00011703851,0.00036450743,0.0001631722,0.0010800156,0.000053470798,0.0001578977,0.00013047758,0.000034876746],"category_scores_gemma":[0.0030718646,0.000119887096,0.000028426162,0.0007553802,0.00039165356,0.00034543034,0.000018930286,0.00017919952,0.00001664959],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004016546,0.00020148716,0.111599125,0.00034508682,0.000005347859,1.01209544e-7,0.15304366,1.2264779e-7,2.142697e-7,0.071523875,0.008989791,0.65425104],"study_design_scores_gemma":[0.00028278684,0.0011087785,0.07351901,0.000024181105,8.778483e-8,2.1273821e-7,0.012010735,0.000014975259,3.3179214e-7,0.00067218125,0.91225684,0.0001098639],"about_ca_topic_score_codex":0.0061071464,"about_ca_topic_score_gemma":0.009080562,"teacher_disagreement_score":0.9032671,"about_ca_system_score_codex":0.00050610927,"about_ca_system_score_gemma":0.0058217803,"threshold_uncertainty_score":0.9998143},"labels":[],"label_agreement":null},{"id":"W2805910805","doi":"10.1136/bmjopen-2018-022298","title":"Dissemination of evidence in paediatric emergency medicine: a quantitative descriptive evaluation of a 16-week social media promotion","year":2018,"lang":"en","type":"article","venue":"BMJ Open","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cochrane; University of Alberta","funders":"University of Alberta; Women and Children's Health Research Institute","keywords":"Medicine; Social media; Systematic review; Family medicine; Promotion (chess); MEDLINE; Nursing; World Wide Web","score_opus":0.7346293328652176,"score_gpt":0.6205994947812363,"score_spread":0.11402983808398126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2805910805","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9691985,0.0002532945,0.00015246039,0.005452458,0.004562061,0.01338322,0.000007891535,0.0000128348975,0.0069772745],"genre_scores_gemma":[0.9951488,0.000093173614,0.00044532635,0.0000053039507,0.0011172954,0.0031360667,0.000012256473,0.000008721551,0.000033101565],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9949681,0.002258467,0.00079806015,0.00023620199,0.0015219202,0.00021723319],"domain_scores_gemma":[0.9933751,0.0028381837,0.0009892309,0.00013293851,0.0025944894,0.00007005003],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.016664125,0.000090232046,0.00028909039,0.0002691924,0.00021077662,0.000009679817,0.00040920934,0.00012571218,0.0012353882],"category_scores_gemma":[0.10981942,0.00008236459,0.000035659734,0.0018957364,0.0005041987,0.0007598718,0.00006828563,0.00009392751,0.000012282015],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019447236,0.00034217635,0.040622633,0.00014538894,0.000013107397,1.18710155e-7,0.89390737,6.566301e-7,0.00036510074,0.015615427,0.0027645149,0.04602904],"study_design_scores_gemma":[0.00059876236,0.0007457378,0.7693642,0.0013796719,0.00013915081,1.3801895e-7,0.20051855,0.00033469792,0.00039997892,0.026210226,0.00010438375,0.00020454872],"about_ca_topic_score_codex":0.011139234,"about_ca_topic_score_gemma":0.034449596,"teacher_disagreement_score":0.7287415,"about_ca_system_score_codex":0.0006748515,"about_ca_system_score_gemma":0.0016124739,"threshold_uncertainty_score":0.9996776},"labels":[],"label_agreement":null},{"id":"W2806346499","doi":"10.1200/jco.2018.36.7_suppl.71","title":"Facilitating patient communication through understanding their social media use: A comparison by age groups.","year":2018,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Princess Margaret Cancer Centre; University Health Network","funders":"","keywords":"Medicine; Social media; Demographics; Young adult; Gerontology; Quality of life (healthcare); Cancer; The Internet; Affect (linguistics); Demography; Family medicine; Internal medicine; Psychology; Nursing","score_opus":0.7098657691992568,"score_gpt":0.5986809628980633,"score_spread":0.11118480630119354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2806346499","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9624208,0.00042512617,0.0019940708,0.018110266,0.012067216,0.0004263255,0.000012169179,0.000030147618,0.004513882],"genre_scores_gemma":[0.9892214,0.0005174034,0.005297708,0.0011149994,0.0038055999,0.000015350244,0.000008948265,0.000012118158,0.0000064913297],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9924277,0.0040610596,0.0023761285,0.00015744256,0.0006117313,0.00036590316],"domain_scores_gemma":[0.9385491,0.057454176,0.0030222381,0.00014285307,0.0005613872,0.00027022147],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0073736133,0.000112809925,0.000857301,0.00006014065,0.00093664933,0.00006032413,0.0004249555,0.00054569496,0.0001002548],"category_scores_gemma":[0.057657927,0.000098825716,0.00022406394,0.0003141364,0.0018415991,0.00053552206,0.000063179534,0.0010109525,0.000015006973],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034607458,0.00090070214,0.020954909,0.000010048217,0.000090148314,0.000004777398,0.687835,7.592374e-7,0.000027728898,0.017545547,0.04337403,0.22891031],"study_design_scores_gemma":[0.0015637004,0.002349026,0.02159718,0.00007671952,0.00007712938,0.0000025595582,0.33765304,0.000028905913,0.000019910662,0.035184152,0.6012361,0.00021154371],"about_ca_topic_score_codex":0.0009623294,"about_ca_topic_score_gemma":0.0047281585,"teacher_disagreement_score":0.5578621,"about_ca_system_score_codex":0.0011964245,"about_ca_system_score_gemma":0.0015507527,"threshold_uncertainty_score":0.95027983},"labels":[],"label_agreement":null},{"id":"W2806678657","doi":"10.2196/publichealth.9594","title":"Junk Food Marketing on Instagram: Content Analysis","year":2018,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":151,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Social media; Advertising; Marketing; Business; Food marketing; Digital marketing; Brand loyalty; Product (mathematics); Content analysis; Sociology; Political science","score_opus":0.20687629180324849,"score_gpt":0.41534181335708953,"score_spread":0.20846552155384104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2806678657","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90553564,0.0004431901,0.00006693642,0.08033085,0.002238136,0.0011947086,0.000012186055,0.00013830858,0.010040066],"genre_scores_gemma":[0.992869,0.0004608809,0.00014775472,0.004586923,0.0014094635,0.00036827687,0.00001924392,0.000010148324,0.00012830102],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996332,0.0016073431,0.00040104173,0.00035721794,0.00047506436,0.0008273592],"domain_scores_gemma":[0.9961595,0.001992246,0.0002556453,0.00022325978,0.00033941408,0.0010299438],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.006544145,0.00011570466,0.00032104016,0.0002615526,0.0012358271,0.00013640651,0.00017113003,0.00011896522,0.00010928794],"category_scores_gemma":[0.008461508,0.00011383599,0.000058879195,0.0017099911,0.00036321822,0.00013747915,0.000022997978,0.00017403105,0.00002584889],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028604109,0.00006554418,0.79673445,0.000043194974,0.000036981382,1.744128e-7,0.01825755,4.031916e-8,2.7788798e-7,0.005872162,0.0020563318,0.1769047],"study_design_scores_gemma":[0.00014734277,0.00020591781,0.5903237,0.000005515539,6.4866407e-7,1.2431985e-7,0.0048264116,0.000021677659,8.549857e-8,0.00004276816,0.40433136,0.000094457355],"about_ca_topic_score_codex":0.0029995532,"about_ca_topic_score_gemma":0.02114947,"teacher_disagreement_score":0.40227503,"about_ca_system_score_codex":0.00034438862,"about_ca_system_score_gemma":0.0016043512,"threshold_uncertainty_score":0.9998906},"labels":[],"label_agreement":null},{"id":"W2806943717","doi":"10.2196/cancer.7952","title":"Use of Social Media in the Assessment of Relative Effectiveness: Explorative Review With Examples From Oncology","year":2018,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Innovative Medicines Initiative; European Commission; European Federation of Pharmaceutical Industries and Associations","keywords":"Social media; Grey literature; Medicine; Systematic review; Meta-analysis; Psychology; MEDLINE; Internal medicine; Computer science; Political science","score_opus":0.3243515462512849,"score_gpt":0.5347736965341323,"score_spread":0.21042215028284744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2806943717","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98512197,0.0014708437,0.00005663494,0.0068996586,0.001302841,0.0033093132,0.000050701154,0.000012336533,0.0017756958],"genre_scores_gemma":[0.9914542,0.0023950038,0.00060698675,0.0002754079,0.0007933924,0.0044560055,0.000008762974,0.000007690094,0.0000025793045],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99682283,0.0022177591,0.00025363386,0.00015284152,0.0003948636,0.00015806539],"domain_scores_gemma":[0.98963857,0.009481018,0.00038699113,0.00010268631,0.00035911356,0.000031628548],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011764927,0.00007379061,0.0003215983,0.000040552604,0.00013735455,0.000005819132,0.00015940658,0.00009361805,0.00021569816],"category_scores_gemma":[0.0014352207,0.000051111165,0.000031659245,0.0005922008,0.0008606254,0.00024262826,0.000014490226,0.00015376472,0.0000018465988],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000937419,0.00021304058,0.1175138,0.00027104217,0.00005109046,8.260258e-7,0.8347856,6.1354604e-7,0.0000753775,0.016912302,0.0013334866,0.028749079],"study_design_scores_gemma":[0.00027045005,0.00019707881,0.9254292,0.0010657095,0.000048743637,3.1797423e-8,0.027319152,0.0000010568428,0.00006906953,0.0014318385,0.044087846,0.00007980272],"about_ca_topic_score_codex":0.014951086,"about_ca_topic_score_gemma":0.07015931,"teacher_disagreement_score":0.8079154,"about_ca_system_score_codex":0.00055335247,"about_ca_system_score_gemma":0.0016786183,"threshold_uncertainty_score":0.99160844},"labels":[],"label_agreement":null},{"id":"W2807471866","doi":"10.1177/1460458218775158","title":"Using Twitter to recruit participants for health research: An example from a caregiving study","year":2018,"lang":"en","type":"article","venue":"Health Informatics Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Context (archaeology); Social media; The Internet; Psychology; Applied psychology; Medical education; World Wide Web; Computer science; Medicine; Geography","score_opus":0.9293595179485731,"score_gpt":0.6667597627766114,"score_spread":0.26259975517196166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2807471866","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96541715,0.00007622494,0.009668793,0.013400636,0.005975435,0.0052306056,0.000011049187,0.000051387735,0.00016874817],"genre_scores_gemma":[0.92287695,0.000090251335,0.059178937,0.00870595,0.008589018,0.0004975274,0.0000065322038,0.00003511543,0.000019740637],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99291044,0.001955441,0.0016575285,0.0001814218,0.0013815174,0.0019136714],"domain_scores_gemma":[0.99337053,0.001868088,0.0008628238,0.00034340998,0.0012390509,0.0023160956],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.027705934,0.00013696967,0.00039739787,0.00041128273,0.006117458,0.00042685875,0.00046945843,0.00009875086,0.000105321065],"category_scores_gemma":[0.004726832,0.00013818617,0.0000423573,0.00083287485,0.00019925433,0.00079913525,0.0000657683,0.00059145276,0.000047154488],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004721468,0.00013015783,0.009380231,0.00005045074,0.000010900777,2.7767703e-7,0.95110077,0.000008079443,9.0810926e-7,0.000091701055,0.010057911,0.029121375],"study_design_scores_gemma":[0.0008948999,0.0027183457,0.01460171,0.00035661968,0.000009152775,0.0000034669401,0.7885266,0.0011827532,0.000004150638,0.0016584883,0.18983105,0.00021279432],"about_ca_topic_score_codex":0.09738113,"about_ca_topic_score_gemma":0.045335617,"teacher_disagreement_score":0.17977314,"about_ca_system_score_codex":0.0025612914,"about_ca_system_score_gemma":0.008526368,"threshold_uncertainty_score":0.9970944},"labels":[],"label_agreement":null},{"id":"W2808247789","doi":"10.1016/j.jmir.2018.03.005","title":"Use of Online Media for Professional Development Amongst Medical Radiation Practitioners in Australia and Canada","year":2018,"lang":"en","type":"article","venue":"Journal of medical imaging and radiation sciences","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Social media; Likert scale; Intranet; Medical education; Computer-assisted web interviewing; Digital media; Psychology; Online participation; Perception; Point (geometry); Medicine; The Internet; World Wide Web; Computer science; Business; Marketing","score_opus":0.12104255295766492,"score_gpt":0.46545267608186,"score_spread":0.34441012312419506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2808247789","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9284178,0.0003092954,0.000118943244,0.06515058,0.0058172746,0.00017414756,0.0000031520515,0.0000026581208,0.0000061368723],"genre_scores_gemma":[0.9947729,0.00087484124,0.0021425453,0.0005544092,0.0016246235,0.000011336866,0.0000044444414,0.0000026907421,0.000012169023],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969368,0.0002257165,0.00055389205,0.00011392949,0.0019790996,0.00019059361],"domain_scores_gemma":[0.99509376,0.0036892528,0.00049348915,0.000025267136,0.000297271,0.0004009856],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00506363,0.00005510522,0.00015533804,0.00019145735,0.000328562,0.00004125527,0.00015400386,0.00008951283,0.000075328135],"category_scores_gemma":[0.028494293,0.000043821172,0.000013200701,0.00030058518,0.0009930978,0.0005165733,0.000014876903,0.0001759257,1.4110813e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003362991,0.00015294639,0.53679395,0.000048024052,0.000011691,0.000005525676,0.037589535,0.0000030630363,0.000015169926,0.0013551794,0.016636552,0.4073547],"study_design_scores_gemma":[0.0007394066,0.000055615903,0.85278654,0.00038316016,0.000012434202,0.000015481995,0.021594035,0.0019629076,0.000065682594,0.00034490967,0.12192744,0.00011240267],"about_ca_topic_score_codex":0.16281152,"about_ca_topic_score_gemma":0.36812073,"teacher_disagreement_score":0.4072423,"about_ca_system_score_codex":0.00018099659,"about_ca_system_score_gemma":0.009187887,"threshold_uncertainty_score":0.9964291},"labels":[],"label_agreement":null},{"id":"W2808484356","doi":"10.2196/ijmr.9554","title":"Characteristics of Adults’ Use of Facebook and the Potential Impact on Health Behavior: Secondary Data Analysis","year":2018,"lang":"en","type":"article","venue":"Interactive Journal of Medical Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Multinomial logistic regression; Psychological intervention; Social media; Logistic regression; Psychology; Demographics; Context (archaeology); Ordered logit; Sample (material); Attrition; Demography; Medicine; Computer science; Geography; World Wide Web","score_opus":0.27783412570328725,"score_gpt":0.5935706604932933,"score_spread":0.3157365347900061,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2808484356","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9810973,0.0001311765,0.00017648167,0.016600037,0.0011081432,0.00068381446,0.00009500812,0.0000018505189,0.00010621383],"genre_scores_gemma":[0.9962215,0.0023655142,0.00010822059,0.00012488238,0.0011384841,0.000016461385,0.000008389077,0.0000064439614,0.00001010435],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9919424,0.0034429124,0.00081315555,0.00015907254,0.003315345,0.0003270833],"domain_scores_gemma":[0.98040706,0.015608699,0.0009879569,0.00034046575,0.0021001748,0.0005556586],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.017584063,0.00007572846,0.0005034169,0.0004897773,0.00027268042,0.00005436132,0.00089617824,0.00012595515,0.0014075176],"category_scores_gemma":[0.05023415,0.0000467739,0.00012653657,0.0006672239,0.0027442886,0.00034262455,0.00020313372,0.0012657718,0.0000045677616],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0061774007,0.00083788735,0.04703035,0.00008964121,0.0008404454,0.000024598206,0.10442103,3.782029e-7,0.000052318854,0.0006091331,0.006515899,0.8334009],"study_design_scores_gemma":[0.0018235225,0.0022770537,0.95807666,0.0008178015,0.00023392592,0.000013805225,0.024507387,0.0006999977,0.00010730222,0.0003182195,0.011027356,0.00009695605],"about_ca_topic_score_codex":0.023262763,"about_ca_topic_score_gemma":0.0018933668,"teacher_disagreement_score":0.9110463,"about_ca_system_score_codex":0.00029628226,"about_ca_system_score_gemma":0.004162665,"threshold_uncertainty_score":0.99996966},"labels":[],"label_agreement":null},{"id":"W2808893926","doi":"10.2196/mhealth.7623","title":"Social Media Users’ Perception of Telemedicine and mHealth in China: Exploratory Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Telemedicine; Social media; Health informatics; Exploratory research; Health care; Quality (philosophy); Medicine; eHealth; China; Internet privacy; Nursing; Psychology; Medical education; Computer science; Public health; World Wide Web; Psychological intervention; Sociology; Political science","score_opus":0.16128183111380667,"score_gpt":0.4733014749007045,"score_spread":0.31201964378689784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2808893926","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9852791,0.00038887307,0.000004419409,0.009905878,0.0017466394,0.0022828511,0.0000065406184,0.000056949106,0.00032877945],"genre_scores_gemma":[0.9937951,0.0018432884,0.0001538089,0.0005219912,0.0032723849,0.00037748987,0.000008316753,0.000021098633,0.000006519382],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99637264,0.0010735693,0.00076223724,0.00043030287,0.0006087181,0.0007525068],"domain_scores_gemma":[0.99783224,0.0007544236,0.00040141123,0.00015525198,0.00018141717,0.0006752448],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004003857,0.00017104053,0.00049799954,0.00034591166,0.0010163576,0.00001831577,0.0001399297,0.00021085898,0.00006018613],"category_scores_gemma":[0.0011033319,0.00017366713,0.00002077455,0.00081750925,0.00087681744,0.00024162036,0.000037776234,0.00038301558,0.0000067105034],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000099277306,0.0002866793,0.32932904,0.00038230102,0.000002518061,7.3362804e-7,0.6125125,1.51161e-8,0.00000367302,0.00096951734,0.000544721,0.055868972],"study_design_scores_gemma":[0.0009299985,0.0005737584,0.820586,0.000044634748,0.000016564538,5.1299594e-7,0.17592223,0.0000065773584,4.2451296e-7,0.000520028,0.001300786,0.00009845051],"about_ca_topic_score_codex":0.013000483,"about_ca_topic_score_gemma":0.047072433,"teacher_disagreement_score":0.491257,"about_ca_system_score_codex":0.0004516625,"about_ca_system_score_gemma":0.0017709858,"threshold_uncertainty_score":0.99357206},"labels":[],"label_agreement":null},{"id":"W2808903237","doi":"10.2196/medinform.9162","title":"Novel Approach to Cluster Patient-Generated Data Into Actionable Topics: Case Study of a Web-Based Breast Cancer Forum","year":2018,"lang":"en","type":"article","venue":"JMIR Medical Informatics","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Social media; Topic model; Categorization; Computer science; Context (archaeology); Cluster analysis; Breast cancer; World Wide Web; Data science; Information retrieval; Medicine; Artificial intelligence; Cancer","score_opus":0.10483459910822919,"score_gpt":0.42221765276616113,"score_spread":0.31738305365793196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2808903237","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98724604,0.0000097580405,0.0013170437,0.004696518,0.002643384,0.0026652599,0.000051443312,0.00006320345,0.0013073451],"genre_scores_gemma":[0.9882849,0.0000059984936,0.0058480785,0.003127556,0.0014316167,0.0012171873,0.000049044276,0.00001234856,0.000023298158],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9975074,0.00012649487,0.0006899321,0.00015368189,0.0011627785,0.00035974244],"domain_scores_gemma":[0.9979737,0.0003001923,0.00025975564,0.00046354468,0.00049985346,0.0005029487],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00071100413,0.00011552263,0.0002170286,0.00013188092,0.00046652745,0.000045273693,0.00054244825,0.00020672362,0.00021276281],"category_scores_gemma":[0.0011431965,0.000103040315,0.000020571295,0.00076817104,0.00027511347,0.00044092894,0.00019351469,0.00021542379,0.000020541222],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007404216,0.0026150187,0.009331477,0.00029448504,0.00005350956,0.000004181698,0.7778779,0.000042115524,0.0000075135317,0.00022174328,0.036584377,0.17289361],"study_design_scores_gemma":[0.0022243455,0.00045365654,0.0011216762,0.00013015453,0.000044302982,0.00003192335,0.7893399,0.06840318,0.000021683121,0.000019844501,0.13788342,0.00032590315],"about_ca_topic_score_codex":0.026913043,"about_ca_topic_score_gemma":0.022953557,"teacher_disagreement_score":0.17256771,"about_ca_system_score_codex":0.0002846744,"about_ca_system_score_gemma":0.002191518,"threshold_uncertainty_score":0.994875},"labels":[],"label_agreement":null},{"id":"W2808978315","doi":"10.1016/j.jsurg.2018.05.001","title":"Popularity of Online Multimedia Educational Resources in Neurosurgery: Insights from The Neurosurgical Atlas Project","year":2018,"lang":"en","type":"article","venue":"Journal of surgical education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Popularity; Demographics; Neurosurgery; Atlas (anatomy); Excellence; Analytics; Medicine; Online presence management; Multimedia; World Wide Web; Medical education; The Internet; Computer science; Psychology; Data science; Surgery","score_opus":0.07524041541550965,"score_gpt":0.4050046010143599,"score_spread":0.3297641855988503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2808978315","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9497622,0.0006969409,0.0000011899696,0.038455345,0.01000519,0.0004663476,0.000008315415,0.0000073796778,0.00059708266],"genre_scores_gemma":[0.98768306,0.0005637797,0.00054073177,0.00028451084,0.010803013,0.000035662386,0.000021300451,0.000012639197,0.000055282413],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963352,0.001329507,0.0010148932,0.00019710044,0.00087277027,0.00025049568],"domain_scores_gemma":[0.99122393,0.006561373,0.00094643596,0.00018875806,0.00087685307,0.00020267817],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012894601,0.00012396034,0.00033167805,0.00025563245,0.00027761227,0.00005529985,0.00043413122,0.00017505979,0.0001997924],"category_scores_gemma":[0.0077076657,0.000092143935,0.00013484953,0.0011067942,0.0006678773,0.0003351984,0.000030334859,0.0005065478,0.00000871501],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046019128,0.0039105867,0.8325335,0.000028345887,0.000026761838,0.000007868254,0.10806161,0.0000043495497,0.00017457042,0.004472463,0.010083855,0.04023592],"study_design_scores_gemma":[0.00032986788,0.00009473053,0.7168407,0.00012096862,0.000019504698,0.000008430104,0.005643398,0.00002112595,0.00003325336,0.0025703954,0.27422678,0.00009083814],"about_ca_topic_score_codex":0.013522212,"about_ca_topic_score_gemma":0.0027430526,"teacher_disagreement_score":0.26414293,"about_ca_system_score_codex":0.00024302638,"about_ca_system_score_gemma":0.004543326,"threshold_uncertainty_score":0.9930468},"labels":[],"label_agreement":null},{"id":"W2809644255","doi":"10.2196/mededu.9810","title":"Enterprise Microblogging to Augment the Subinternship Clinical Learning Experience: A Proof-of-Concept Quality Improvement Study","year":2018,"lang":"en","type":"article","venue":"JMIR Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Social media; Curriculum; Microblogging; Health Insurance Portability and Accountability Act; Medical education; Scale (ratio); Meaningful use; Experiential learning; Medicine; Psychology; Confidentiality; Health care; World Wide Web; Computer science; Pedagogy; Political science","score_opus":0.12949031718476528,"score_gpt":0.5513625102367793,"score_spread":0.421872193052014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2809644255","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9596372,0.00004986073,0.00019498038,0.025396453,0.010149802,0.0039100335,4.5966317e-7,0.000039864626,0.00062129187],"genre_scores_gemma":[0.99009454,0.0000069722146,0.000120335506,0.0016231543,0.004290411,0.0035458286,0.0000036151798,0.000011553802,0.00030356547],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9954562,0.0016827638,0.00091898267,0.0003923213,0.0011540109,0.0003957289],"domain_scores_gemma":[0.9966058,0.0017583282,0.00039172583,0.0003174552,0.00038599697,0.0005407049],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005607056,0.00011900474,0.00023393663,0.00007368411,0.0006075095,0.000053361295,0.0005929932,0.00015419601,0.0012341324],"category_scores_gemma":[0.023434259,0.00009473161,0.00007488538,0.00046189272,0.000781093,0.00011040025,0.00010813886,0.00041687425,0.00003707579],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035249857,0.0014279274,0.20077781,0.00001497584,0.00000944325,9.922266e-8,0.4882965,1.0944302e-7,0.000018149838,0.00030166656,0.001533012,0.30758506],"study_design_scores_gemma":[0.0007031848,0.0018133981,0.3491053,0.00031552897,0.000028334054,4.7133628e-7,0.5649796,0.00002463509,0.0006658096,0.0004253202,0.08164338,0.00029501412],"about_ca_topic_score_codex":0.0072302534,"about_ca_topic_score_gemma":0.0020643896,"teacher_disagreement_score":0.30729005,"about_ca_system_score_codex":0.00041723996,"about_ca_system_score_gemma":0.0031972756,"threshold_uncertainty_score":0.99967885},"labels":[],"label_agreement":null},{"id":"W2810657002","doi":"10.1016/j.annemergmed.2018.05.003","title":"The Social Media Index as an Indicator of Quality for Emergency Medicine Blogs: A METRIQ Study","year":2018,"lang":"en","type":"article","venue":"Annals of Emergency Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":73,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; University of Saskatchewan","funders":"","keywords":"Social media; Gestalt psychology; Medicine; Index (typography); Emergency department; Quality (philosophy); Psychology; Psychiatry","score_opus":0.5141851944715722,"score_gpt":0.6063716488829781,"score_spread":0.09218645441140594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2810657002","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.923516,0.0020899372,0.000037738122,0.039445624,0.027886257,0.002720286,0.000021221265,0.000051626666,0.004231309],"genre_scores_gemma":[0.98039544,0.0036768606,0.0000193587,0.00015038738,0.01494528,0.0005644252,0.000020993173,0.000029970379,0.00019726106],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99316895,0.0013897829,0.002357084,0.0004652108,0.0019087396,0.00071022793],"domain_scores_gemma":[0.9903071,0.004013741,0.001864,0.0005437545,0.00281412,0.00045728672],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.014868076,0.0002482383,0.0008019693,0.0003393629,0.0013769151,0.0000021844182,0.0010082765,0.00024311656,0.005322787],"category_scores_gemma":[0.07512984,0.00017831047,0.00015979164,0.0020447783,0.0020960176,0.00020112685,0.000055193697,0.00022546394,0.000011421766],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004476148,0.0011052497,0.1501884,0.00016855163,0.00026497184,2.278899e-7,0.7069629,4.9250133e-8,0.00032573432,0.028787753,0.09340779,0.018340785],"study_design_scores_gemma":[0.0014280975,0.0043749087,0.48100466,0.000084582214,0.00022091802,8.754181e-8,0.37794554,0.000004588121,0.00024368434,0.042836986,0.09152799,0.00032794737],"about_ca_topic_score_codex":0.027547684,"about_ca_topic_score_gemma":0.026557757,"teacher_disagreement_score":0.33081624,"about_ca_system_score_codex":0.000049263224,"about_ca_system_score_gemma":0.00063081813,"threshold_uncertainty_score":0.99992317},"labels":[],"label_agreement":null},{"id":"W2810945433","doi":"10.1017/cjn.2018.183","title":"P.081 Popularity of online multimedia educational resources in neurosurgery: Insights from The Neurosurgical Atlas project","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Systems, Applications & Products in Data Processing (Canada); Toronto Public Health","funders":"","keywords":"Popularity; Demographics; Atlas (anatomy); Excellence; Analytics; Medicine; Neurosurgery; Online video; Educational resources; Online search; Online presence management; Multimedia; World Wide Web; Medical education; The Internet; Computer science; Psychology; Data science; Surgery","score_opus":0.10062423369591873,"score_gpt":0.3663670756116796,"score_spread":0.26574284191576086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2810945433","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9596719,0.0010212931,0.0000018009958,0.0321655,0.005663917,0.00044875167,0.00002762927,0.000012448384,0.0009867521],"genre_scores_gemma":[0.9930354,0.0004644182,0.0010280941,0.0026563515,0.0027796524,0.0000120902905,0.0000012375824,0.000011892156,0.000010887305],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9907943,0.004466251,0.0014066052,0.0005779777,0.0014469426,0.0013078928],"domain_scores_gemma":[0.9873859,0.008754537,0.0013581322,0.00020848447,0.0009058998,0.0013870217],"candidate_categories":["metaresearch","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.005842729,0.00029457195,0.0005770233,0.0009740768,0.004023774,0.00051789446,0.0029997265,0.00029545423,0.00020670304],"category_scores_gemma":[0.0306169,0.00019377508,0.00022259796,0.0033741628,0.019687474,0.0009666892,0.0000825882,0.0015337649,0.0000036623162],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007557249,0.000094351315,0.98296773,0.000003177915,0.000005684015,0.00027202728,0.010881634,0.00007082021,0.000018367027,0.0014780689,0.00082485506,0.0033076906],"study_design_scores_gemma":[0.00022949299,0.008855544,0.94478893,0.00006127446,0.000021491207,0.00044202508,0.0021723567,0.00029758437,0.000017766983,0.0177469,0.025138969,0.00022767491],"about_ca_topic_score_codex":0.09914823,"about_ca_topic_score_gemma":0.6799895,"teacher_disagreement_score":0.58084124,"about_ca_system_score_codex":0.0003587397,"about_ca_system_score_gemma":0.012767319,"threshold_uncertainty_score":0.99727285},"labels":[],"label_agreement":null},{"id":"W2811135651","doi":"10.1097/prs.0000000000004484","title":"What Does the Public Think? Examining Plastic Surgery Perceptions through the Twitterverse","year":2018,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Social media; Perception; Content analysis; Psychology; Tone (literature); Advertising; Medicine; Computer science; World Wide Web; Business; Sociology","score_opus":0.14304912715077536,"score_gpt":0.3527148977883969,"score_spread":0.2096657706376215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2811135651","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85804904,0.00021731252,0.00026310232,0.006841083,0.13317321,0.00057264755,0.000014325237,0.00016043123,0.00070884934],"genre_scores_gemma":[0.9901548,0.0007930483,0.000117466356,0.0004484694,0.00789836,0.00049801084,0.000012420572,0.000035419274,0.000042007494],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99519354,0.0018151065,0.00068407576,0.00053078955,0.00078723073,0.0009892499],"domain_scores_gemma":[0.7603712,0.23781772,0.00051446934,0.0004763961,0.0005747957,0.00024543644],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.003107606,0.00028068706,0.00043401777,0.0002191934,0.0037860414,0.00067910476,0.00045016842,0.00022473265,0.002611997],"category_scores_gemma":[0.090193786,0.0001695067,0.00022697067,0.001180307,0.004852844,0.0019754057,0.0000875133,0.0005234656,0.00046319832],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057812,0.00012629367,0.616878,0.00005991073,0.00020468728,0.000008621292,0.27350405,0.0000021260323,0.000021004635,0.0075998134,0.019410992,0.0821267],"study_design_scores_gemma":[0.000107712316,0.00003086817,0.38887998,0.0003712987,0.00010899212,0.000028071234,0.56491476,0.000041063464,0.000019646348,0.0048582065,0.040141005,0.00049838104],"about_ca_topic_score_codex":0.0014817077,"about_ca_topic_score_gemma":0.005051342,"teacher_disagreement_score":0.2914107,"about_ca_system_score_codex":0.00043757082,"about_ca_system_score_gemma":0.0020458438,"threshold_uncertainty_score":0.9982998},"labels":[],"label_agreement":null},{"id":"W2838873805","doi":"10.3171/2018.2.jns172817","title":"Neurosurgery and the rise of academic social media: what neurosurgeons should know","year":2018,"lang":"en","type":"article","venue":"Journal of neurosurgery","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":48,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Neurosurgery; Social media; Medical physics; Surgery; World Wide Web","score_opus":0.1421409911671967,"score_gpt":0.39412590868516734,"score_spread":0.25198491751797064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2838873805","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.920743,0.0027966783,0.0000053391846,0.042326886,0.0335683,0.00035985687,0.000004316736,0.000025048957,0.0001706069],"genre_scores_gemma":[0.971515,0.018121513,0.000015858013,0.001519543,0.008741995,0.000026016598,3.7266506e-7,0.00003496131,0.000024760073],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9943427,0.0022222563,0.0013986108,0.00023468384,0.0012423217,0.0005594334],"domain_scores_gemma":[0.9740454,0.022806784,0.0018176283,0.00019620586,0.0007782899,0.00035566883],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0066210665,0.00020006252,0.0007193801,0.0004665683,0.0008854032,0.00015871247,0.00046419405,0.0002900265,0.00008456581],"category_scores_gemma":[0.032538734,0.0001555712,0.0003332614,0.0012141346,0.0035590315,0.0010986249,0.00008145384,0.001070527,0.0000070812744],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024066595,0.00049799023,0.31082124,0.00019890211,0.00012111758,0.00014164462,0.1947516,0.0000036581446,0.0036190876,0.00986364,0.087572314,0.39000213],"study_design_scores_gemma":[0.0021350668,0.00023830909,0.5033358,0.00046283854,0.00031104241,0.0001564127,0.016463649,0.000047992944,0.0008450364,0.006717024,0.46871313,0.00057373446],"about_ca_topic_score_codex":0.00012920558,"about_ca_topic_score_gemma":0.00007335192,"teacher_disagreement_score":0.3894284,"about_ca_system_score_codex":0.00006946325,"about_ca_system_score_gemma":0.0009698672,"threshold_uncertainty_score":0.9991527},"labels":[],"label_agreement":null},{"id":"W2842004099","doi":"10.5770/cgj.21.302","title":"#CGS2015: An Evaluation of Twitter Use at the Canadian Geriatrics Society Annual Scientific Meeting","year":2018,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Queen's University; Toronto Rehabilitation Institute; University of Toronto","funders":"Canadian Geriatrics Society","keywords":"Social media; Microblogging; Promotion (chess); Medicine; Resource (disambiguation); Medical education; World Wide Web; Computer science; Political science","score_opus":0.16468921051924088,"score_gpt":0.393136335511603,"score_spread":0.2284471249923621,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2842004099","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9694636,0.00046705833,0.0000075711923,0.006771941,0.019256985,0.0009198364,0.00010023517,0.000014316117,0.0029984685],"genre_scores_gemma":[0.98934376,0.0000845244,0.00069357705,0.00069506303,0.00859131,0.00004757132,0.000028924469,0.000032482294,0.00048280536],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9950303,0.0012279155,0.00056156126,0.00032609203,0.0017263411,0.0011278209],"domain_scores_gemma":[0.9914073,0.0005825179,0.00053632085,0.00037785352,0.004798776,0.002297262],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.016724395,0.00015890927,0.00018867207,0.0005634011,0.0085779745,0.00087960425,0.0006465989,0.00033031293,0.0012003949],"category_scores_gemma":[0.007612655,0.00015019273,0.00013499957,0.0020067405,0.00106619,0.0007948663,0.000028419146,0.00044279927,0.000058156915],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000014279365,0.00004181193,0.17544006,0.000019498535,0.000060035778,0.0000045457937,0.41578704,0.000121204175,0.00006243805,0.0008499006,0.37877023,0.02882895],"study_design_scores_gemma":[0.00043910608,0.00008381694,0.11993046,0.000024697953,0.00019850122,0.000019791269,0.024462376,0.00044828295,0.000039880688,0.0012157921,0.85276026,0.00037702653],"about_ca_topic_score_codex":0.9424322,"about_ca_topic_score_gemma":0.9978137,"teacher_disagreement_score":0.47399002,"about_ca_system_score_codex":0.009023485,"about_ca_system_score_gemma":0.044678733,"threshold_uncertainty_score":0.99971265},"labels":[],"label_agreement":null},{"id":"W2869967414","doi":"10.3928/24748307-20180530-02","title":"The Newest Vital Sign: Frequently Asked Questions","year":2018,"lang":"en","type":"article","venue":"HLRP Health Literacy Research and Practice","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Frequently asked questions; Sign (mathematics); Psychology; Medicine; Medical education; Mathematics","score_opus":0.32475738951971245,"score_gpt":0.6189954506951446,"score_spread":0.29423806117543216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2869967414","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.037379473,0.008517579,0.00014819541,0.885714,0.0068257153,0.0038125862,0.000019348652,0.00014980134,0.057433307],"genre_scores_gemma":[0.9463554,0.021652719,0.0060321917,0.007363613,0.0143743595,0.0013963417,0.000020851034,0.000040717623,0.0027637999],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99063486,0.0064536077,0.00038956743,0.00031792678,0.0010847329,0.0011192814],"domain_scores_gemma":[0.9439581,0.052373804,0.00022392097,0.00034590426,0.0021594153,0.00093884656],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.019820604,0.00009373854,0.00012905573,0.00012449136,0.00879782,0.0007972764,0.00031991405,0.0001091026,0.00011343746],"category_scores_gemma":[0.0756019,0.000077536264,0.000021212483,0.0010710475,0.001613328,0.001434746,0.00006723569,0.0007835087,0.00033443177],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038742126,0.000274235,0.0046942797,0.00008088847,0.000018054781,0.000005339435,0.16596651,2.8260068e-8,0.00001695587,0.11645801,0.040835567,0.6712627],"study_design_scores_gemma":[0.0001322941,0.0005106536,0.009261863,0.000050666942,0.0000026120044,0.00000660283,0.012743676,0.000008609098,0.0000026223024,0.006030493,0.9711778,0.000072070674],"about_ca_topic_score_codex":0.05003556,"about_ca_topic_score_gemma":0.0065404763,"teacher_disagreement_score":0.93034226,"about_ca_system_score_codex":0.00045670877,"about_ca_system_score_gemma":0.0040171896,"threshold_uncertainty_score":0.9924926},"labels":[],"label_agreement":null},{"id":"W2883189553","doi":"10.1111/jan.13799","title":"Social media in nursing and midwifery education: A mixed study systematic review","year":2018,"lang":"en","type":"review","venue":"Journal of Advanced Nursing","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":87,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Sigma Theta Tau International; National League for Nursing","keywords":"Obstetrics; Nursing; MEDLINE; Medicine; Psychology; Political science","score_opus":0.15443596246145283,"score_gpt":0.5379204334335622,"score_spread":0.38348447097210936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2883189553","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00022083745,0.9783385,0.0000032974424,0.0011350492,0.015005717,0.004936898,0.0000011815914,0.00001445361,0.00034408757],"genre_scores_gemma":[0.0001611847,0.99322945,0.0006203793,0.000048773774,0.0055426843,0.00033953082,0.0000031416305,0.00004337061,0.000011473462],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9930833,0.0029934882,0.0022967984,0.00028975922,0.0009033569,0.00043329166],"domain_scores_gemma":[0.9918313,0.0037245075,0.0033831222,0.0001948068,0.0005913443,0.00027493678],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0044013364,0.0003183716,0.0030473673,0.0005981922,0.00049317477,0.00008482218,0.0004259566,0.00028180558,0.000010921995],"category_scores_gemma":[0.014536903,0.00028749756,0.00029140787,0.0013144992,0.00041722483,0.00046173387,0.000011797798,0.00074391835,0.000005828223],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005658254,0.00043230722,0.0000039950846,0.21775492,0.000024508949,0.0000033829385,0.061928283,1.4975809e-8,1.2801034e-8,0.00014829087,0.00065027253,0.7190484],"study_design_scores_gemma":[0.00016982257,0.000084190295,0.00004253692,0.9029499,0.0017612692,0.000047860263,0.055912834,4.7615522e-8,2.5726552e-8,0.001046086,0.037753187,0.00023222451],"about_ca_topic_score_codex":0.000012815525,"about_ca_topic_score_gemma":0.00009689773,"teacher_disagreement_score":0.7188161,"about_ca_system_score_codex":0.0029027308,"about_ca_system_score_gemma":0.004360341,"threshold_uncertainty_score":0.99995774},"labels":[],"label_agreement":null},{"id":"W2883997993","doi":"10.1053/j.semtcvs.2018.07.015","title":"Social Media as a Means of Networking and Mentorship: Role for Women in Cardiothoracic Surgery","year":2018,"lang":"en","type":"article","venue":"Seminars in Thoracic and Cardiovascular Surgery","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":80,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Mentorship; Social media; Medicine; Cardiothoracic surgery; Health care; Promotion (chess); Scholarship; Medical education; Family medicine; Surgery","score_opus":0.06273358345055693,"score_gpt":0.3574689771205611,"score_spread":0.2947353936700041,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2883997993","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9669147,0.028293788,0.000022387387,0.00019733109,0.003022029,0.00066677964,0.000005156588,0.000029406128,0.0008484091],"genre_scores_gemma":[0.9887068,0.007768206,0.00008864068,0.000024492136,0.0026711354,0.0006865652,0.00000813657,0.000029671806,0.000016302416],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99630946,0.0012645564,0.00054078724,0.0004298109,0.000608397,0.0008469779],"domain_scores_gemma":[0.99026525,0.00900433,0.00016115617,0.00020645998,0.00014524884,0.00021754825],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01709631,0.00017966026,0.0010035401,0.00041689767,0.00033254802,0.000042692376,0.00010648276,0.00030683255,0.000011988635],"category_scores_gemma":[0.006201733,0.00021042024,0.00035903437,0.0009601803,0.0006763202,0.00020026452,0.000046749858,0.00017211206,0.0000012361371],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011640195,0.000032341974,0.26173767,0.00020284865,0.00012008256,0.0000075662856,0.13249874,0.000001441586,0.000005663341,0.00012385137,0.00021098478,0.6049424],"study_design_scores_gemma":[0.0007946634,0.00010795792,0.34857243,0.002427747,0.00042311058,0.00002520113,0.33687025,0.00009310307,0.00050872227,0.024774434,0.2835977,0.0018046737],"about_ca_topic_score_codex":0.0015335706,"about_ca_topic_score_gemma":0.0010593134,"teacher_disagreement_score":0.60313773,"about_ca_system_score_codex":0.00032313197,"about_ca_system_score_gemma":0.00061346637,"threshold_uncertainty_score":0.8580689},"labels":[],"label_agreement":null},{"id":"W2884622719","doi":"10.2196/resprot.9762","title":"Monitoring Twitter Conversations for Targeted Recruitment in Cancer Trials in Los Angeles County: Protocol for a Mixed-Methods Pilot Study","year":2018,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; USC Norris Comprehensive Cancer Center; National Institutes of Health; Southern California Clinical and Translational Science Institute","keywords":"Social media; Clinical trial; Medicine; Breast cancer; Cancer; Intervention (counseling); Accrual; Family medicine; Nursing; World Wide Web; Pathology","score_opus":0.8915483974998573,"score_gpt":0.7631633225003206,"score_spread":0.12838507499953666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2884622719","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006634391,0.0000022304823,0.00013517235,0.0013202799,0.00031516163,0.9913855,0.000059518236,0.000048629307,0.00009911208],"genre_scores_gemma":[0.002030983,4.8496014e-7,0.0061649675,0.000031366446,0.0032044083,0.98843527,0.000003329384,0.00003737605,0.00009179634],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9874043,0.008950944,0.0010502063,0.0005534234,0.0009436681,0.0010974453],"domain_scores_gemma":[0.98340315,0.014478847,0.00032194602,0.00029827145,0.0012753967,0.0002224155],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.045000594,0.00016891146,0.0005394273,0.0005590433,0.0007815999,0.00019608578,0.0004690992,0.00015335884,0.00013424511],"category_scores_gemma":[0.025579263,0.00015994873,0.00006358063,0.0014140456,0.00040095593,0.000294929,0.000068663125,0.00039256836,0.0000042181555],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010389399,0.013256625,0.4817997,0.002784229,0.00007378016,0.0000027383066,0.1602198,0.0000034185887,0.0044486695,0.000990603,0.05621559,0.26981544],"study_design_scores_gemma":[0.010297765,0.008015189,0.0697301,0.0023359475,0.0000042553847,4.30422e-8,0.028258486,0.000046478533,0.0060306755,0.0035712293,0.87140524,0.00030458652],"about_ca_topic_score_codex":0.006730839,"about_ca_topic_score_gemma":0.020965341,"teacher_disagreement_score":0.81518966,"about_ca_system_score_codex":0.0022876132,"about_ca_system_score_gemma":0.0030464185,"threshold_uncertainty_score":0.9998834},"labels":[],"label_agreement":null},{"id":"W2884666482","doi":"10.25241/stomaeduj.2017.4(3).news.2","title":"Divas in Dentistry in Romania","year":2017,"lang":"en","type":"article","venue":"STOMATOLOGY EDU JOURNAL","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medical education; Political science; Dentistry; Medicine","score_opus":0.12255851192524866,"score_gpt":0.4798165938594763,"score_spread":0.3572580819342276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2884666482","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9664867,0.00023953662,0.0000052540827,0.012370575,0.013692362,0.00019316611,3.907932e-7,0.000012897234,0.006999136],"genre_scores_gemma":[0.99849284,0.00018737126,0.00025524377,0.000092711234,0.0008730458,0.000043608,3.2167978e-7,0.0000063205734,0.000048530386],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985485,0.00038149563,0.00029765908,0.000120468525,0.00021550768,0.00043636723],"domain_scores_gemma":[0.9988884,0.00044672342,0.00028979062,0.00016378077,0.000054269825,0.00015707972],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013392449,0.000062817846,0.00017958126,0.00016578111,0.0010686563,0.00012327312,0.0005127384,0.00019755597,0.00018997912],"category_scores_gemma":[0.005396569,0.00006974031,0.000031069932,0.00010163031,0.00037749507,0.00031477326,0.000036427155,0.00049255416,0.000073600284],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000058778637,0.00004459695,0.9740201,0.00000472678,0.0000024018193,0.00015051485,0.011776146,1.5641619e-7,0.000004928432,0.0076908665,0.0006083563,0.005691322],"study_design_scores_gemma":[0.00034004383,0.00001024607,0.97634053,0.000044718534,0.0000026037867,0.000119643795,0.004058648,0.000003288843,0.0000048606075,0.0076667382,0.011340515,0.00006813947],"about_ca_topic_score_codex":0.0064983526,"about_ca_topic_score_gemma":0.048750427,"teacher_disagreement_score":0.042252075,"about_ca_system_score_codex":0.00031951012,"about_ca_system_score_gemma":0.0008103911,"threshold_uncertainty_score":0.98236084},"labels":[],"label_agreement":null},{"id":"W2884706722","doi":"10.2196/10025","title":"Linking Podcasts With Social Media to Promote Community Health and Medical Research: Feasibility Study","year":2018,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences","keywords":"Social media; Medical education; Psychology; Sociology; Medicine; Computer science; World Wide Web","score_opus":0.5542854542036859,"score_gpt":0.6288464179437055,"score_spread":0.07456096374001964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2884706722","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9701041,0.000034272824,0.000010865663,0.020822177,0.0005815043,0.0058042947,0.000008540834,0.000071369934,0.0025628968],"genre_scores_gemma":[0.996208,0.000028055081,0.00016147649,0.00015396961,0.0019447785,0.0014556305,0.000009418036,0.000020167487,0.000018503057],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.97645646,0.015600873,0.0004551668,0.00036571335,0.0055685514,0.0015532274],"domain_scores_gemma":[0.9852189,0.009607133,0.000112464826,0.00040389868,0.003021933,0.0016356672],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.05800864,0.00013654918,0.00033354445,0.00053182396,0.010339027,0.00023184996,0.0008436739,0.00020783131,0.0001330859],"category_scores_gemma":[0.019971354,0.00011660533,0.00002116419,0.0031633193,0.0042139506,0.00045419196,0.0005889069,0.0029353732,0.00012530881],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001910366,0.0010824181,0.03964753,0.00008718621,0.000009237084,0.0000016868074,0.88641196,3.1031189e-9,0.0000011242536,0.0013373595,0.0016181966,0.06961226],"study_design_scores_gemma":[0.0006832888,0.005489673,0.38229978,0.00024956724,0.0000011064361,0.00000126915,0.5954933,0.000006879852,0.000009263594,0.0048306105,0.010794176,0.00014104461],"about_ca_topic_score_codex":0.021154469,"about_ca_topic_score_gemma":0.1582078,"teacher_disagreement_score":0.34265226,"about_ca_system_score_codex":0.0017674972,"about_ca_system_score_gemma":0.0055222204,"threshold_uncertainty_score":0.9993649},"labels":[],"label_agreement":null},{"id":"W2885023218","doi":"10.4314/ahs.v18i3.41","title":"Family physicians' utility of social media: a survey comparison among family medicine residents and physicians","year":2018,"lang":"en","type":"article","venue":"African Health Sciences","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University; University of Toronto","funders":"","keywords":"Social media; Medicine; Family medicine; Data collection; Medical education","score_opus":0.24214684437173548,"score_gpt":0.46431033877375505,"score_spread":0.22216349440201957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2885023218","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9785256,0.00066976994,0.000032528937,0.008472662,0.003951193,0.0008675419,0.00003374504,0.00006952283,0.007377479],"genre_scores_gemma":[0.9964606,0.00026008466,0.00022787867,0.00090452976,0.0020430868,0.0000711553,0.000008007977,0.000011331766,0.000013287846],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9943243,0.0018211455,0.0008157033,0.00057568675,0.0015578612,0.00090527727],"domain_scores_gemma":[0.9934349,0.004601489,0.00093226536,0.00019592169,0.0005248009,0.00031059104],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.008309996,0.0001837663,0.0007025255,0.00022213458,0.0026905404,0.00004654513,0.0006214277,0.0001275457,0.00004278848],"category_scores_gemma":[0.0049358434,0.00017788682,0.000045281562,0.0027054977,0.012956552,0.0003691011,0.00006968114,0.00022806018,0.000010114681],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000236525,0.000107708314,0.60652936,0.00005211373,0.000007021601,1.5060913e-7,0.34037873,9.208234e-8,0.00002462377,0.0015629402,0.01126029,0.04005335],"study_design_scores_gemma":[0.00016516102,0.00025151894,0.8724968,0.00009862493,0.000008256312,3.8117726e-8,0.12401329,0.000056796278,0.000009644073,0.0009586101,0.0018166613,0.00012464033],"about_ca_topic_score_codex":0.25906548,"about_ca_topic_score_gemma":0.12095788,"teacher_disagreement_score":0.26596743,"about_ca_system_score_codex":0.0001761852,"about_ca_system_score_gemma":0.001581674,"threshold_uncertainty_score":0.9986078},"labels":[],"label_agreement":null},{"id":"W2886890187","doi":"10.1213/xaa.0000000000000853","title":"Twitter Hashtags for Anesthesiologists: Building Global Communities","year":2018,"lang":"en","type":"article","venue":"A&A Practice","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Social media; American society of anesthesiologists; Journal club; Conversation; Club; Anesthesia; Medicine; Tracking (education); Medical education; World Wide Web; Psychology; Computer science","score_opus":0.2675513690112778,"score_gpt":0.5200653438495473,"score_spread":0.2525139748382695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2886890187","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8101866,0.00039936014,0.0013854294,0.1153133,0.010417095,0.0020868029,0.000008623194,0.00028817778,0.059914574],"genre_scores_gemma":[0.9675235,0.00012370964,0.020333773,0.0075429077,0.0038790083,0.00048549788,0.0000050484464,0.000010213207,0.000096335665],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99847764,0.00065436587,0.00017142456,0.00012142959,0.00022338175,0.00035177675],"domain_scores_gemma":[0.9899629,0.009055532,0.00019569979,0.00019967092,0.00048497546,0.000101244186],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00199504,0.00007437029,0.00010736974,0.00002339321,0.0012343092,0.00009925102,0.00028839963,0.00012952692,0.00008753603],"category_scores_gemma":[0.019363742,0.00007812465,0.00003157559,0.00024374166,0.00061430095,0.0005948082,0.000027951126,0.00011814798,0.00010689511],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032858795,0.00040333314,0.04597782,0.00008568582,0.00007064649,0.000012868085,0.37451473,0.0000010942116,0.000030449339,0.40476438,0.088370726,0.08543968],"study_design_scores_gemma":[0.00011870125,0.00012211874,0.0032796923,0.00001575515,0.000024205512,0.000008662354,0.06807748,0.0000058410046,0.000018503713,0.0039612516,0.9242733,0.000094484996],"about_ca_topic_score_codex":0.030289542,"about_ca_topic_score_gemma":0.0031406495,"teacher_disagreement_score":0.8359026,"about_ca_system_score_codex":0.0003254669,"about_ca_system_score_gemma":0.00043519208,"threshold_uncertainty_score":0.98889655},"labels":[],"label_agreement":null},{"id":"W2888172497","doi":"10.2196/11147","title":"Social Networking App Use Among Primary Health Care Professionals: Web-Based Cross-Sectional Survey","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Phone; Social media; mHealth; Social network (sociolinguistics); Cross-sectional study; Health professionals; Mobile phone; Health care; Medicine; Social support; Psychology; Nursing; Family medicine; World Wide Web; Computer science; Social psychology; Psychological intervention; Geography; Telecommunications","score_opus":0.21272442807050168,"score_gpt":0.5060029019165887,"score_spread":0.293278473846087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2888172497","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9799953,0.00095129205,0.000028328543,0.0072225276,0.008043566,0.0028352155,0.00008590546,0.0003088319,0.000529003],"genre_scores_gemma":[0.97757334,0.0002045411,0.00046366465,0.00921413,0.011294015,0.0007594484,0.00033435487,0.000051470564,0.000105051025],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99291,0.0027483508,0.0009531758,0.00073571893,0.0010441133,0.0016086188],"domain_scores_gemma":[0.9944504,0.0024139981,0.0008227651,0.00024173975,0.0007831333,0.0012880005],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0055305073,0.00027752164,0.00050477,0.00023548349,0.007268136,0.00023681595,0.00027875166,0.00048073518,0.000069141846],"category_scores_gemma":[0.00092056755,0.0002970417,0.00007905931,0.0010047859,0.0012795253,0.00045811554,0.000057720958,0.00069095095,0.000027478643],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013977027,0.000119258824,0.94520116,0.0006420554,0.0000048546935,4.1103425e-7,0.03043804,3.7716538e-7,1.730375e-7,0.0004764497,0.014418363,0.008559094],"study_design_scores_gemma":[0.00067017507,0.000186718,0.9412137,0.00006344966,0.0000047130306,4.650798e-7,0.001805854,0.000022726996,2.7540867e-7,0.000053072345,0.05575564,0.00022318983],"about_ca_topic_score_codex":0.026361058,"about_ca_topic_score_gemma":0.04566411,"teacher_disagreement_score":0.041337278,"about_ca_system_score_codex":0.0022457424,"about_ca_system_score_gemma":0.018512368,"threshold_uncertainty_score":0.99994814},"labels":[],"label_agreement":null},{"id":"W2888224766","doi":"10.1016/j.anorl.2018.08.005","title":"Global Professional Behaviours and Networking Preferences of Young Otolaryngologists – An International Survey","year":2018,"lang":"en","type":"article","venue":"European Annals of Otorhinolaryngology Head and Neck Diseases","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Université de Montréal","funders":"","keywords":"Medical education; Certification; Work (physics); Psychology; Public relations; Medicine; Political science; Engineering","score_opus":0.16224059737308205,"score_gpt":0.4356872331844454,"score_spread":0.27344663581136336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2888224766","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99127173,0.0014614634,0.0000016870041,0.00041558823,0.0038872748,0.00039231157,0.00018918341,0.000040513987,0.0023402157],"genre_scores_gemma":[0.9974549,0.0008822256,0.0000670502,0.00017369284,0.0012965514,0.000016638764,0.00008037133,0.000010397063,0.000018181961],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996972,0.0017369706,0.00036763088,0.00032076443,0.0002894367,0.00031317916],"domain_scores_gemma":[0.9983458,0.00045626005,0.00030883405,0.00015399327,0.0004240971,0.00031104442],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011161697,0.00013080044,0.0002555219,0.00007891921,0.00034316196,0.000030502504,0.00032103487,0.00009548058,0.000049805054],"category_scores_gemma":[0.0012766615,0.00012681424,0.0000381869,0.00019907241,0.0015583218,0.0003549886,0.00011488032,0.00009305071,0.000002221422],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015672673,0.00022358619,0.9877882,0.00002010894,0.000020601306,0.0000029854737,0.0031365606,6.796084e-8,0.000010628771,0.00094521977,0.00038986394,0.00730542],"study_design_scores_gemma":[0.00020432574,0.00033358618,0.9973671,0.0000964895,0.000015769687,0.0000023474447,0.0003471655,0.00000603343,0.000008838793,0.00034190304,0.0011644763,0.00011196445],"about_ca_topic_score_codex":0.006630871,"about_ca_topic_score_gemma":0.0059438,"teacher_disagreement_score":0.00957887,"about_ca_system_score_codex":0.00001775426,"about_ca_system_score_gemma":0.00025435956,"threshold_uncertainty_score":0.9999841},"labels":[],"label_agreement":null},{"id":"W2888828668","doi":"10.2196/11815","title":"Reinventing Inflammatory Bowel Disease (IBD) Clinical Trial Recruitment Using Novel Digital Medicine Tools","year":2018,"lang":"en","type":"article","venue":"Iproceedings","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Timeline; Inflammatory bowel disease; Clinical trial; Disease; Patient recruitment; Alternative medicine; Intensive care medicine; Health care; Primary care; Randomized controlled trial; Disease management; MEDLINE; Physical therapy; Family medicine; Internal medicine; Pathology","score_opus":0.5722564943523097,"score_gpt":0.5235195817029483,"score_spread":0.04873691264936142,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2888828668","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9675702,0.00007748244,0.00008409613,0.005373831,0.014791199,0.002735823,0.000004639942,0.00018153203,0.0091812285],"genre_scores_gemma":[0.9600905,0.000057726058,0.0008027542,0.00068183034,0.03774199,0.00040909494,0.000008219571,0.000034128494,0.00017372835],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971665,0.000063815314,0.0008890313,0.0004535061,0.00083908817,0.00058804697],"domain_scores_gemma":[0.99685085,0.0012221957,0.00051419454,0.00015676545,0.00054211647,0.00071386184],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0031717217,0.00016663632,0.0002746117,0.00011365224,0.0010370081,0.00022364345,0.00034061997,0.00020117122,0.00020189963],"category_scores_gemma":[0.037046973,0.0001660133,0.00011127281,0.0004166887,0.0012396586,0.0010111848,0.00007981132,0.00026163075,0.00007533428],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010826616,0.0012205818,0.4938956,0.00038398997,0.00014427408,0.000011348189,0.19371426,8.88305e-7,0.0006815808,0.0784381,0.013020076,0.2076627],"study_design_scores_gemma":[0.024560142,0.0011260703,0.072190456,0.0011564957,0.00022751946,0.0000021019491,0.029913645,0.00039142772,0.000057656544,0.008281887,0.8611353,0.0009573093],"about_ca_topic_score_codex":0.00046323228,"about_ca_topic_score_gemma":0.000039243558,"teacher_disagreement_score":0.8481152,"about_ca_system_score_codex":0.00043408867,"about_ca_system_score_gemma":0.0010488925,"threshold_uncertainty_score":0.9710644},"labels":[],"label_agreement":null},{"id":"W2888845521","doi":"10.2196/11369","title":"A bibliometric analysis of the research hotspots in the applications of internet searches in breast cancer patients (Preprint)","year":2018,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Breast cancer; The Internet; Data science; Geography; Medicine; Cancer; Computer science; World Wide Web; Internal medicine","score_opus":0.19523358069444435,"score_gpt":0.52589042951797,"score_spread":0.3306568488235257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2888845521","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9925163,0.0001599441,0.0000020471618,0.0040968694,0.00025302722,0.0019346186,0.000037227903,0.0000037057468,0.0009962798],"genre_scores_gemma":[0.9929108,0.00037278654,0.0000075514863,0.000066663975,0.00020447,0.006397556,0.0000012221994,0.0000045781317,0.000034342153],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99753016,0.0008052629,0.00029175775,0.00018613717,0.00090995146,0.00027671215],"domain_scores_gemma":[0.9974087,0.0013879387,0.00015902102,0.00025166766,0.000747917,0.00004474884],"candidate_categories":["bibliometrics"],"consensus_categories":["bibliometrics"],"category_scores_codex":[0.0026480623,0.00004854276,0.0001514571,0.014854347,0.000121098084,0.000019203799,0.0006504313,0.00007488152,0.00034817954],"category_scores_gemma":[0.0007656218,0.000033433604,0.00005374568,0.21476996,0.00073240924,0.0000777008,0.000079288395,0.0002324318,0.0000042903334],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015726746,0.00016125863,0.8911802,0.000022533712,0.000019098256,1.3414898e-8,0.064730726,0.0000046566174,0.000010958292,0.00021951916,0.00046474568,0.04317057],"study_design_scores_gemma":[0.000092776914,0.000012893776,0.99289614,0.00004930033,0.000012493072,6.968522e-9,0.00479217,0.000034398297,0.00003558719,0.00017766136,0.0018655119,0.000031065465],"about_ca_topic_score_codex":0.2881982,"about_ca_topic_score_gemma":0.19385833,"teacher_disagreement_score":0.1999156,"about_ca_system_score_codex":0.00060735556,"about_ca_system_score_gemma":0.0008182359,"threshold_uncertainty_score":0.9963114},"labels":[],"label_agreement":null},{"id":"W2889836273","doi":"10.1096/fasebj.30.1_supplement.568.1","title":"How do Alternative and Traditional Dissemination Metrics Compare in Medical Education Scholarship?","year":2016,"lang":"en","type":"article","venue":"The FASEB Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Scholarship; Medical education; Medicine; Political science","score_opus":0.13163630416139138,"score_gpt":0.4205944244237328,"score_spread":0.2889581202623414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2889836273","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89105606,0.00053512026,0.00022129713,0.10421052,0.0031001498,0.00025809545,0.000004262407,0.000008742821,0.00060577545],"genre_scores_gemma":[0.99631274,0.0010500324,0.00013271697,0.00020122927,0.002162618,0.000058122354,0.0000024718204,0.0000053681565,0.0000747091],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9979381,0.0006735761,0.00017907136,0.00010238234,0.00090950576,0.00019736381],"domain_scores_gemma":[0.9962472,0.0030329677,0.0001720018,0.000059879563,0.00021839207,0.0002696005],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0029740455,0.00006087943,0.00008838227,0.00019058722,0.00053199066,0.00018324985,0.00024131758,0.00007000917,0.0002634332],"category_scores_gemma":[0.016511688,0.000038036218,0.000023988521,0.0004122289,0.00028872452,0.00057425845,0.000012553383,0.00032120515,0.0000056487515],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002070752,0.00019789889,0.2141365,0.000008129682,0.000011673115,0.0000038703806,0.03516395,2.0113569e-7,0.00026819267,0.063336544,0.0012747486,0.6855776],"study_design_scores_gemma":[0.0007536943,0.00006265184,0.8564122,0.00072247407,0.00002315726,0.00007119707,0.03118319,0.000031759286,0.00064996054,0.10192864,0.007937758,0.000223351],"about_ca_topic_score_codex":0.0001793023,"about_ca_topic_score_gemma":0.00047853182,"teacher_disagreement_score":0.68535423,"about_ca_system_score_codex":0.00051684136,"about_ca_system_score_gemma":0.0012457061,"threshold_uncertainty_score":0.99177265},"labels":[],"label_agreement":null},{"id":"W2890030098","doi":"10.2196/11132","title":"Generating Engagement on the Make Healthy Normal Campaign Facebook Page: Analysis of Facebook Analytics","year":2018,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"NSW Ministry of Health","keywords":"Analytics; Social media; Internet privacy; Computer science; Social media analytics; Psychology; World Wide Web; Advertising; Data science; Business","score_opus":0.15508887830761708,"score_gpt":0.4073972327353509,"score_spread":0.2523083544277338,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2890030098","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88117474,0.00031263925,0.0005522993,0.09887477,0.0019032058,0.0060513197,0.000052879346,0.000116298244,0.010961847],"genre_scores_gemma":[0.9864564,0.0005074878,0.00022601239,0.010407779,0.00097074785,0.0011874315,0.000027635473,0.000013897599,0.00020258785],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9946241,0.002752934,0.000682062,0.00035942355,0.0007021023,0.00087940646],"domain_scores_gemma":[0.99497366,0.003017579,0.00052109326,0.00037044936,0.00039804282,0.00071914867],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.009941143,0.00015968535,0.00045596907,0.00029774522,0.0019499676,0.00011305701,0.00028301313,0.000121466874,0.0003872999],"category_scores_gemma":[0.0035001955,0.00013115745,0.00008490312,0.0016251062,0.0005341716,0.00008706073,0.000045144174,0.00030746736,0.0000233635],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000065561864,0.00021747944,0.609615,0.00020046752,0.00025918955,7.0117676e-7,0.18010834,0.00003125993,0.000010283445,0.021352934,0.009190764,0.17894799],"study_design_scores_gemma":[0.0003318715,0.0005619368,0.1979684,0.000015496773,0.000009416943,2.3826628e-7,0.02283325,0.003591279,0.0000023611133,0.000059557984,0.7743594,0.000266783],"about_ca_topic_score_codex":0.0028569137,"about_ca_topic_score_gemma":0.016351579,"teacher_disagreement_score":0.76516867,"about_ca_system_score_codex":0.00037625516,"about_ca_system_score_gemma":0.002786906,"threshold_uncertainty_score":0.99934936},"labels":[],"label_agreement":null},{"id":"W2890300124","doi":"10.5210/ojphi.v10i2.8270","title":"Effective uses of social media in public health and medicine: a systematic review of systematic reviews","year":2018,"lang":"en","type":"review","venue":"Online Journal of Public Health Informatics","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":289,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Systematic review; Social media; Psychosocial; Confidentiality; Public health; Medicine; Grey literature; Alternative medicine; Health care; Medical education; Mental health; MEDLINE; Public relations; Psychology; Nursing; Computer science; Psychiatry; Political science; World Wide Web; Pathology","score_opus":0.47452952966308487,"score_gpt":0.5434433949898158,"score_spread":0.06891386532673088,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2890300124","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000015260795,0.969843,0.00007662713,0.009185456,0.0026453126,0.018067012,0.000066556415,0.000014662202,0.00008617002],"genre_scores_gemma":[0.0000086621585,0.99476534,0.0013856316,0.0014867632,0.0014599804,0.0007734719,0.00007488945,0.00004127885,0.0000040081763],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.94509494,0.024150325,0.026239874,0.0002357451,0.0029704778,0.0013086462],"domain_scores_gemma":[0.92157984,0.019905891,0.053302474,0.00057596515,0.002990461,0.0016453619],"candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.108421184,0.00056969887,0.014900015,0.0019636143,0.00034660165,0.000059769438,0.001219848,0.00050864264,0.000034988687],"category_scores_gemma":[0.29782042,0.00038958475,0.0006418181,0.0035316031,0.0008614174,0.0008910704,0.00010535489,0.0011887135,0.000006966469],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[7.814957e-7,0.00013476708,0.00000621573,0.82432353,0.000095156705,3.2153727e-7,0.10553359,3.1700558e-9,3.281877e-10,0.000964533,0.0016447105,0.06729638],"study_design_scores_gemma":[0.00021776049,0.00032917285,0.0000068523923,0.721689,0.00031633375,0.000033173255,0.019189093,0.0000021970661,9.977149e-10,0.00003415952,0.25802848,0.00015378419],"about_ca_topic_score_codex":0.00027625737,"about_ca_topic_score_gemma":0.0006349277,"teacher_disagreement_score":0.25638378,"about_ca_system_score_codex":0.002828763,"about_ca_system_score_gemma":0.02777878,"threshold_uncertainty_score":0.9998556},"labels":[],"label_agreement":null},{"id":"W2891246537","doi":"","title":"LibGuides: Medical Student Toolkit: Pop Health","year":2011,"lang":"en","type":"libguides","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science; World Wide Web; Medical education; Medicine","score_opus":0.17261524790947788,"score_gpt":0.48219039409033726,"score_spread":0.30957514618085935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2891246537","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006742044,0.010541648,0.00008236809,0.15556955,0.11801749,0.005294539,0.000049121107,0.001011291,0.7087598],"genre_scores_gemma":[0.0067853644,0.26270345,0.010558994,0.1467903,0.1874722,0.01115995,0.0014442845,0.00086144876,0.37222403],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9920478,0.001358336,0.0012444834,0.0006945417,0.0033695241,0.0012853339],"domain_scores_gemma":[0.9937317,0.0029160955,0.0006925578,0.00054979546,0.00036671732,0.001743152],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0057860045,0.00036881448,0.00084578304,0.0002808581,0.0010867534,0.00013426517,0.0016870374,0.0014196393,0.019555632],"category_scores_gemma":[0.014114383,0.0003576058,0.00019952332,0.0006042925,0.0006624662,0.00020854767,0.0001776879,0.0011459256,0.0010350377],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000031496716,0.00017312737,0.002128882,0.0001613676,0.000033924785,0.000005202707,0.06877909,1.2546914e-8,7.0251254e-9,0.030353153,0.79350924,0.10485283],"study_design_scores_gemma":[0.0001378723,0.0000986331,0.0027168116,0.00036330434,0.000018628401,0.0000010756237,0.013258622,3.8788477e-7,3.625661e-7,0.0012924608,0.9817836,0.0003282263],"about_ca_topic_score_codex":0.2090391,"about_ca_topic_score_gemma":0.052997082,"teacher_disagreement_score":0.33653575,"about_ca_system_score_codex":0.0016079727,"about_ca_system_score_gemma":0.022124182,"threshold_uncertainty_score":0.9998876},"labels":[],"label_agreement":null},{"id":"W2891731077","doi":"10.2196/11772","title":"Digital Media Recruitment for Fall Prevention Among Older Chinese-American Individuals: Observational, Cross-Sectional Study","year":2018,"lang":"en","type":"article","venue":"JMIR Aging","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Observational study; Outreach; Demographics; Population; Advertising; Ethnic group; Cross-sectional study; Social media; Medicine; Descriptive statistics; Demography; Psychology; Computer science; Environmental health; Business; World Wide Web; Political science; Sociology","score_opus":0.2841241191604107,"score_gpt":0.5121091605402585,"score_spread":0.22798504137984776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2891731077","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98877984,0.0000141380315,0.00020289159,0.0007390832,0.0038628597,0.005385704,0.000024035468,0.00012500751,0.00086646364],"genre_scores_gemma":[0.9872394,0.0000031383101,0.00054636406,0.00010192117,0.0048316186,0.0068327356,0.000105328145,0.000021246182,0.00031824101],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980145,0.00015875418,0.00039616931,0.00034997353,0.0007078682,0.00037270624],"domain_scores_gemma":[0.99747247,0.0015390767,0.00030482074,0.00014199458,0.00038750458,0.00015412034],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012566986,0.00012586727,0.00016160862,0.000119762626,0.0010160939,0.00034628576,0.00023104735,0.000071631155,0.000102931226],"category_scores_gemma":[0.002572197,0.00012943598,0.00007492752,0.0006046187,0.00045842814,0.00074943743,0.000041318213,0.00011664526,0.00002914827],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005642092,0.0002489254,0.93583196,0.000007986955,0.000018943914,1.13037856e-7,0.047718253,9.1926125e-7,0.0000010085366,0.00016769182,0.0003384924,0.015660033],"study_design_scores_gemma":[0.00034317074,0.00012278502,0.98238426,0.000019395142,0.0000069921766,1.283945e-7,0.0069443546,0.00001691295,0.0000015620631,0.0012872597,0.008739796,0.00013337484],"about_ca_topic_score_codex":0.0014163796,"about_ca_topic_score_gemma":0.0033358724,"teacher_disagreement_score":0.046552274,"about_ca_system_score_codex":0.00040051053,"about_ca_system_score_gemma":0.00037633747,"threshold_uncertainty_score":0.78150755},"labels":[],"label_agreement":null},{"id":"W2891732523","doi":"10.1111/hsc.12643","title":"Internet health scams—Developing a taxonomy and risk‐of‐deception assessment tool","year":2018,"lang":"en","type":"article","venue":"Health & Social Care in the Community","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"BC Cancer Agency; University of British Columbia","funders":"University of British Columbia","keywords":"Persuasion; Public relations; Social media; The Internet; Psychology; Deception; Delphi method; Health care; Medicine; Internet privacy; Political science; Social psychology; World Wide Web; Computer science","score_opus":0.2724759015301729,"score_gpt":0.4846006933166528,"score_spread":0.21212479178647986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2891732523","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9696075,0.0007364826,0.0003595999,0.022891521,0.0018851862,0.0027095396,0.000021144728,0.000051762952,0.0017372966],"genre_scores_gemma":[0.99170876,0.0015855138,0.0025631818,0.0024902236,0.0009852176,0.00062175776,0.000029466453,0.000012139642,0.0000037516188],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9836084,0.014639878,0.00062070583,0.00015314782,0.00045200097,0.0005258348],"domain_scores_gemma":[0.9959585,0.0026245082,0.0006913141,0.00028173937,0.00032240327,0.000121517],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0132270325,0.00013025502,0.00035053474,0.00010501191,0.0038268259,0.000061196566,0.0005185864,0.0001553227,0.000027110944],"category_scores_gemma":[0.0017569965,0.00012545296,0.00004949437,0.0006307427,0.0007982251,0.00015613822,0.00012136247,0.0010889736,0.0000051539273],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015010468,0.00006431376,0.12489476,0.00021930067,0.0000061613623,6.480473e-8,0.6492794,6.970968e-8,1.3238115e-7,0.009432781,0.0011496712,0.21493833],"study_design_scores_gemma":[0.00025029804,0.00029446618,0.62328535,0.00015430003,0.0000056991494,4.0720974e-7,0.32642907,0.00000443202,0.0000011993249,0.0021144259,0.04734735,0.00011300307],"about_ca_topic_score_codex":0.321514,"about_ca_topic_score_gemma":0.28985962,"teacher_disagreement_score":0.4983906,"about_ca_system_score_codex":0.0026566987,"about_ca_system_score_gemma":0.004311207,"threshold_uncertainty_score":0.9974701},"labels":[],"label_agreement":null},{"id":"W2891822381","doi":"10.1136/neurintsurg-2018-014319","title":"#Fake news: a systematic review of mechanical thrombectomy results among neurointerventional stroke surgeons on Twitter","year":2018,"lang":"en","type":"review","venue":"Journal of NeuroInterventional Surgery","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Social media; Intracerebral hemorrhage; Stroke (engine); Thrombolysis; Intervention (counseling); Emergency medicine; Internal medicine; Myocardial infarction; Subarachnoid hemorrhage; Psychiatry","score_opus":0.2448492268441194,"score_gpt":0.4461252544849705,"score_spread":0.2012760276408511,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2891822381","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00066394865,0.97588915,0.000022158922,0.0015048857,0.018703112,0.0026969672,0.00022211892,0.00003419203,0.00026346766],"genre_scores_gemma":[0.00026651946,0.99633956,0.0000500231,0.00022233218,0.002382016,0.00019957719,0.00007691521,0.000085271444,0.0003777586],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9809274,0.007256223,0.007834456,0.0005593879,0.002801192,0.000621337],"domain_scores_gemma":[0.9587074,0.026148926,0.012454173,0.00058732636,0.0015867322,0.0005154676],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.012321828,0.00057435187,0.0050262646,0.0011236286,0.00026558424,0.00010251391,0.0009674561,0.00039301495,0.0007704818],"category_scores_gemma":[0.061808284,0.0004804992,0.008057892,0.0010054902,0.00046143838,0.00038920823,0.00011535334,0.0012112687,0.00010757641],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000073936906,0.00094335986,0.00017952832,0.93899417,0.0006423244,0.000102974176,0.00015931814,1.0703358e-7,1.7585499e-7,0.00047129983,0.05470519,0.00372762],"study_design_scores_gemma":[0.00017091114,0.000304416,0.00052499864,0.80414635,0.0015436125,0.00017526346,0.00006477425,3.340138e-7,4.090775e-7,0.000101631915,0.19268431,0.00028298842],"about_ca_topic_score_codex":0.00032542087,"about_ca_topic_score_gemma":0.00018269401,"teacher_disagreement_score":0.13797912,"about_ca_system_score_codex":0.00060103484,"about_ca_system_score_gemma":0.0026217299,"threshold_uncertainty_score":0.9997647},"labels":[],"label_agreement":null},{"id":"W2891840956","doi":"10.2196/11291","title":"Assessing the Impact of a Social Marketing Campaign on Program Outcomes for Users of an Internet-Based Testing Service for Sexually Transmitted and Blood-Borne Infections: Observational Study","year":2018,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Community Based Research Centre; Toronto Metropolitan University; University of Toronto; Public Health Ontario; University of British Columbia; BC Centre for Disease Control; McGill University","funders":"Canadian Institutes of Health Research","keywords":"Observational study; The Internet; Social marketing; Medicine; Service (business); Business; Internet privacy; Marketing; Computer science; World Wide Web; Internal medicine","score_opus":0.46073929538809777,"score_gpt":0.6137145724642081,"score_spread":0.15297527707611036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2891840956","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98895603,0.000015732803,0.00035458946,0.007946035,0.00045006696,0.002221745,0.0000051000798,0.000012093759,0.00003861921],"genre_scores_gemma":[0.996015,0.0000019146978,0.0023020834,0.00010735586,0.0012336288,0.0003119213,0.0000031300665,0.000016088581,0.000008860917],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99445766,0.0021933063,0.0008288864,0.00017341343,0.0019603414,0.00038636778],"domain_scores_gemma":[0.96395195,0.031315867,0.0006084711,0.00009564664,0.0037723915,0.000255683],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.029695636,0.000105844425,0.0003428888,0.00026055778,0.00037175507,0.00015423029,0.00056554127,0.00017640264,0.000075132295],"category_scores_gemma":[0.06928251,0.00007137157,0.00011634374,0.00075134507,0.00068228104,0.00026741388,0.00003547313,0.0005876427,1.9017605e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009447609,0.0048230365,0.76497734,0.00042874957,0.00043280987,0.000002658566,0.09344108,0.0000072085754,0.00012302544,0.00031605802,0.0007924201,0.13371089],"study_design_scores_gemma":[0.0021063762,0.008323592,0.9445368,0.000561267,0.00007373532,0.0000028579668,0.034482576,0.009083499,0.00008446879,0.00038183914,0.00027356698,0.00008939208],"about_ca_topic_score_codex":0.007929737,"about_ca_topic_score_gemma":0.0029766534,"teacher_disagreement_score":0.17955951,"about_ca_system_score_codex":0.00022551262,"about_ca_system_score_gemma":0.003082742,"threshold_uncertainty_score":0.9991325},"labels":[],"label_agreement":null},{"id":"W2892014144","doi":"10.2196/publichealth.9332","title":"Strategies to Increase Latino Immigrant Youth Engagement in Health Promotion Using Social Media: Mixed-Methods Study","year":2018,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":64,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Minority Health and Health Disparities; National Center for Chronic Disease Prevention and Health Promotion","keywords":"Immigration; Social media; Psychology; Multimethodology; Health promotion; Public health; Environmental health; Social psychology; Sociology; Medicine; Political science; Nursing","score_opus":0.20530554349947214,"score_gpt":0.4872175011238123,"score_spread":0.2819119576243402,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2892014144","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9653827,0.00017721948,0.0005949384,0.02655052,0.0026490123,0.0042459704,0.000018367895,0.000111448506,0.00026981343],"genre_scores_gemma":[0.99360466,0.000099679666,0.0027875858,0.0008660236,0.0019279259,0.0006630953,0.000024794177,0.000020967756,0.0000052438622],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9868074,0.009941084,0.00087044906,0.0005313102,0.00063763803,0.0012121198],"domain_scores_gemma":[0.9966483,0.0013182093,0.00039931064,0.00019369966,0.0002947368,0.0011457502],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.022171317,0.00019402517,0.0005138743,0.00033370426,0.0018819865,0.00022147769,0.0002193349,0.00012998232,0.00003245032],"category_scores_gemma":[0.005116015,0.00020441863,0.00003126526,0.0015071136,0.00025891082,0.00034892323,0.000074903306,0.00033692527,0.0000065756853],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024882713,0.0004610746,0.19568951,0.00012717703,0.0000053625563,5.699995e-7,0.6546848,3.6486603e-7,0.000001459113,0.0017021492,0.00020847624,0.14709416],"study_design_scores_gemma":[0.00050234457,0.0005433973,0.5534852,0.000026338013,4.777067e-7,3.4511905e-7,0.4282512,0.00005444194,1.4702958e-7,0.00021322681,0.016730502,0.00019238653],"about_ca_topic_score_codex":0.057022724,"about_ca_topic_score_gemma":0.10757316,"teacher_disagreement_score":0.3577957,"about_ca_system_score_codex":0.0010188927,"about_ca_system_score_gemma":0.006514751,"threshold_uncertainty_score":0.9994174},"labels":[],"label_agreement":null},{"id":"W2892190501","doi":"10.23889/ijpds.v3i4.1025","title":"Mining Twitter data to #educate the public about #sepsis","year":2018,"lang":"en","type":"article","venue":"International Journal for Population Data Science","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Health Services; University of Calgary","funders":"","keywords":"Sepsis; Medicine; Septic shock; Intensive care medicine; Internal medicine","score_opus":0.5336464602701756,"score_gpt":0.5677336899946666,"score_spread":0.034087229724490964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2892190501","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.60822576,0.00006931424,0.0056103943,0.2925812,0.09068469,0.0012382821,0.00022737439,0.00006090306,0.0013021049],"genre_scores_gemma":[0.97077984,0.00005197385,0.012313432,0.0034312983,0.01285365,0.000060565308,0.00028297302,0.00001214433,0.00021414753],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99680567,0.00013885109,0.0004326826,0.00048182072,0.0016705948,0.0004703778],"domain_scores_gemma":[0.9957857,0.0009075614,0.0003508614,0.0009479681,0.0016509902,0.00035693336],"candidate_categories":["metaresearch","sts","scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.0076209754,0.000088933346,0.000090839625,0.00033409605,0.0028819372,0.0014882034,0.008044581,0.00004565788,0.00021572954],"category_scores_gemma":[0.02846357,0.000071539645,0.000023925391,0.0009322563,0.00067526364,0.004234929,0.0008104488,0.00014468645,0.00008164445],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000068043875,0.00015516189,0.20477192,0.000006611376,0.00006248917,0.0000020266052,0.055042822,0.000011919133,0.00024673648,0.031703644,0.3568592,0.3510694],"study_design_scores_gemma":[0.00011082579,0.000024270086,0.10880371,0.000034648456,0.00000968805,0.000008863918,0.0038518494,0.0015271326,0.000009742247,0.0012240567,0.88428146,0.000113767775],"about_ca_topic_score_codex":0.0025043713,"about_ca_topic_score_gemma":0.003821753,"teacher_disagreement_score":0.52742225,"about_ca_system_score_codex":0.00044559434,"about_ca_system_score_gemma":0.0015654602,"threshold_uncertainty_score":0.9995484},"labels":[],"label_agreement":null},{"id":"W2892417441","doi":"10.9876/sim.v23i2.795","title":"Understanding the Interaction of Patient Members of the Online Health Community and Its Impact on the Patient-Physician Relationship","year":2018,"lang":"en","type":"article","venue":"Systèmes d information & management","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Credibility; Interpersonal communication; Relation (database); Psychology; Interpersonal relationship; Positive attitude; Health care; Social psychology; Structural equation modeling; Virtual community; The Internet; Computer science; World Wide Web; Political science; Data mining","score_opus":0.15991836774827511,"score_gpt":0.3922813536477983,"score_spread":0.2323629858995232,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2892417441","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9742822,0.000020996931,0.000095533935,0.009403314,0.0014780631,0.002279939,0.000016944243,0.000018318799,0.012404689],"genre_scores_gemma":[0.99887615,0.000028847344,0.000019567144,0.0009348571,0.000059199167,0.00006143928,0.000011444264,0.000003427654,0.000005049739],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99790126,0.0009735362,0.00045789496,0.00004476346,0.00046509248,0.00015744093],"domain_scores_gemma":[0.9975711,0.0011479816,0.0008445335,0.00024298106,0.00015474038,0.00003863523],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0014100322,0.0000748781,0.00010065126,0.00008735448,0.0014931588,0.000038618753,0.00020380878,0.000032641612,0.00002080173],"category_scores_gemma":[0.0006828436,0.000041006897,0.000048117676,0.0005036955,0.00024030157,0.0004241586,0.00006965503,0.00019278086,0.0000055370465],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043197953,0.00011444301,0.0032133395,0.00021872482,0.000062895924,8.377849e-9,0.62538964,0.00043269774,6.1622274e-7,0.33373615,0.0024407888,0.034347493],"study_design_scores_gemma":[0.00016122649,0.0003089858,0.19902241,0.00041107318,0.00002737223,1.5995158e-7,0.7784325,0.0009080712,0.000034022945,0.017934421,0.0026692648,0.0000905325],"about_ca_topic_score_codex":0.002861594,"about_ca_topic_score_gemma":0.00076034036,"teacher_disagreement_score":0.31580174,"about_ca_system_score_codex":0.0008288683,"about_ca_system_score_gemma":0.00011962055,"threshold_uncertainty_score":0.99980676},"labels":[],"label_agreement":null},{"id":"W2894002305","doi":"10.1200/jgo.18.19900","title":"Exploratory Use of Cloud Computing and Social Media for Prostate Cancer Advocacy in Nigeria","year":2018,"lang":"en","type":"article","venue":"Journal of Global Oncology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Social media; Medicine; Context (archaeology); Citizen journalism; Medical education; Presentation (obstetrics); Public relations; Political science; Computer science; World Wide Web","score_opus":0.13463793935702673,"score_gpt":0.46709952315131964,"score_spread":0.3324615837942929,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2894002305","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98260814,0.00028511623,0.000032989996,0.0062504723,0.010347105,0.00037428882,0.000010063426,0.000004607996,0.0000872348],"genre_scores_gemma":[0.9924653,0.00023262035,0.0016325852,0.00030695167,0.005336131,0.000019517252,5.2451395e-7,0.0000049529954,0.0000014238645],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985133,0.00039617947,0.00052845676,0.000087499946,0.00021104378,0.0002635302],"domain_scores_gemma":[0.99655783,0.0018878643,0.0007546753,0.000030263407,0.0006615731,0.00010781251],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014954384,0.00006139562,0.0003247563,0.000053143653,0.00017980806,0.000014492192,0.000113010225,0.00016118644,0.000013613518],"category_scores_gemma":[0.003520903,0.00006106618,0.000042179665,0.0002539249,0.00055104285,0.00019808614,0.000022956901,0.000121954596,7.022731e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000676366,0.00020053232,0.4373895,0.000056263212,0.000030602732,0.000006023367,0.40456405,0.000003202329,0.00010771927,0.0026080078,0.009445528,0.14491221],"study_design_scores_gemma":[0.0030794626,0.0013577245,0.5504064,0.00017576649,0.000060009406,0.000008553803,0.0995054,0.000026083708,0.00006232804,0.0070092008,0.3380886,0.00022044347],"about_ca_topic_score_codex":0.0011873061,"about_ca_topic_score_gemma":0.026016708,"teacher_disagreement_score":0.32864308,"about_ca_system_score_codex":0.0010305378,"about_ca_system_score_gemma":0.003362943,"threshold_uncertainty_score":0.99175596},"labels":[],"label_agreement":null},{"id":"W2894606770","doi":"10.1017/cem.2018.436","title":"The effect of an infographic promotion on research dissemination and readership: A randomized controlled trial","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":87,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University; Jewish General Hospital; McMaster University; University of Toronto; University of Saskatchewan","funders":"","keywords":"Infographic; Audience measurement; Social media; Dissemination; Promotion (chess); Randomized controlled trial; Medicine; Altmetrics; Medical education; Advertising; Computer science; World Wide Web; Political science","score_opus":0.21643223165443715,"score_gpt":0.5176554673348122,"score_spread":0.301223235680375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2894606770","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9542572,0.00096895674,0.0000035567339,0.017055416,0.021589112,0.003861602,4.87345e-7,0.000002878132,0.0022608135],"genre_scores_gemma":[0.99297583,0.00072244747,0.0000048976704,0.0000077549985,0.0059603383,0.00021543732,0.0000011804084,0.000006590752,0.0001054983],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99337083,0.0047007985,0.00080406765,0.000089996254,0.00073097675,0.0003033422],"domain_scores_gemma":[0.9885128,0.009064328,0.0005771747,0.000117965035,0.0011174082,0.0006103043],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.034354113,0.00007635094,0.0005301521,0.0005271514,0.00088495074,0.000011612358,0.00020897195,0.000100916164,0.00027376722],"category_scores_gemma":[0.113480404,0.00004329398,0.000087926026,0.0006927228,0.0017830982,0.00012515146,0.0000021321648,0.00028073846,0.0000010335267],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.75571424,0.0000629454,0.004601783,0.00008288022,0.00018431169,0.0000043560412,0.18248993,2.5500967e-7,0.000121887584,0.010075465,0.009598798,0.037063174],"study_design_scores_gemma":[0.93150806,0.021944173,0.005392505,0.0009046517,0.0003269836,0.0000017255763,0.02050773,0.00005151304,0.00011452813,0.007175058,0.011913732,0.00015936533],"about_ca_topic_score_codex":0.021865714,"about_ca_topic_score_gemma":0.10006249,"teacher_disagreement_score":0.17579381,"about_ca_system_score_codex":0.00012909861,"about_ca_system_score_gemma":0.0010507386,"threshold_uncertainty_score":0.99433565},"labels":[],"label_agreement":null},{"id":"W2895433465","doi":"10.1002/aet2.10199","title":"Canadi <scp>EM</scp> : Accessing a Virtual Community of Practice to Create a Canadian National Medical Education Institution","year":2018,"lang":"en","type":"article","venue":"AEM Education and Training","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary; Western University; University of Ottawa; Queen's University; McMaster University; University of Saskatchewan; University of British Columbia, Okanagan Campus; Kelowna General Hospital; University of British Columbia","funders":"","keywords":"Workforce; Public relations; Community of practice; Medical education; Business; Knowledge management; World Wide Web; Political science; Computer science; Medicine; Sociology; Pedagogy","score_opus":0.13952330989541553,"score_gpt":0.4623597495845201,"score_spread":0.3228364396891046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2895433465","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89812934,0.000085994914,0.00006120699,0.015904011,0.0049966215,0.0005292057,0.000005753919,0.00003079178,0.08025707],"genre_scores_gemma":[0.9894826,0.00003099057,0.0015861829,0.0067266873,0.0017433139,0.00022762996,0.00003478664,0.00001020848,0.00015762185],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99795276,0.0006415403,0.0003058086,0.00017364672,0.00060002424,0.0003262147],"domain_scores_gemma":[0.9955976,0.0018376521,0.00019876035,0.00012319794,0.0012562283,0.0009865441],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0029131481,0.00009533187,0.00013214297,0.00037717668,0.0017243149,0.000109952285,0.00022314013,0.00016178661,0.0001078504],"category_scores_gemma":[0.05681658,0.00011572002,0.000019555599,0.00080308825,0.00037017517,0.00057473814,0.000019236915,0.0002829041,0.000015929583],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000029788384,0.00018091119,0.00453336,0.000014228446,0.000010683024,1.1800308e-7,0.5258353,7.7067114e-7,0.000007920303,0.060151096,0.0038735108,0.40538916],"study_design_scores_gemma":[0.00014971558,0.00008885015,0.16013892,0.0002154889,0.00002567306,0.000009653607,0.42723417,0.00003150551,0.00002332082,0.0015832281,0.41041,0.00008948454],"about_ca_topic_score_codex":0.79600275,"about_ca_topic_score_gemma":0.868403,"teacher_disagreement_score":0.4065365,"about_ca_system_score_codex":0.0008913156,"about_ca_system_score_gemma":0.05936694,"threshold_uncertainty_score":0.9995753},"labels":[],"label_agreement":null},{"id":"W2896284961","doi":"10.1016/j.athoracsur.2018.10.002","title":"Live Tweet The Society of Thoracic Surgeons Annual Meeting: How to Leverage Twitter to Maximize Your Conference Experience","year":2018,"lang":"en","type":"editorial","venue":"The Annals of Thoracic Surgery","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Leverage (statistics); Social media; General surgery; Medical education; World Wide Web; Artificial intelligence","score_opus":0.2896234687204956,"score_gpt":0.48079035237340406,"score_spread":0.19116688365290846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2896284961","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26125062,0.0007291232,0.00009686008,0.06819777,0.66641974,0.002331597,0.00043965888,0.00010024594,0.0004343946],"genre_scores_gemma":[0.3808596,0.0031935084,0.0005347152,0.002404917,0.6089737,0.0018459467,0.00008958538,0.0001503977,0.0019476305],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9906692,0.003137595,0.001135303,0.0008013857,0.002974627,0.0012818851],"domain_scores_gemma":[0.947185,0.044631843,0.0017321672,0.0014202123,0.00446259,0.00056823116],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.015880017,0.0005329113,0.0013069523,0.0002390194,0.0011018128,0.00020937664,0.0022054554,0.0009101888,0.00029046478],"category_scores_gemma":[0.05606635,0.00039040577,0.00087910227,0.0016107631,0.0016451974,0.00034493153,0.000453724,0.0008965222,0.00008803454],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019897807,0.000061722414,0.00079611037,0.00019160446,0.0000716696,9.788617e-7,0.23422742,0.0000019827391,0.000014532372,0.000007030652,0.75860107,0.0058268807],"study_design_scores_gemma":[0.000019857946,0.00007700862,0.0009171835,0.0011939754,0.000082161096,4.0912008e-7,0.09506818,0.000002478126,0.0012777084,0.00031227226,0.9005478,0.0005009485],"about_ca_topic_score_codex":0.014562493,"about_ca_topic_score_gemma":0.0009921697,"teacher_disagreement_score":0.14194673,"about_ca_system_score_codex":0.00016149651,"about_ca_system_score_gemma":0.003729827,"threshold_uncertainty_score":0.9998548},"labels":[],"label_agreement":null},{"id":"W2896404471","doi":"10.1016/j.jamcollsurg.2018.08.423","title":"Use of Social Media among Surgeons in West Africa","year":2018,"lang":"en","type":"article","venue":"Journal of the American College of Surgeons","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"NOSM University","funders":"","keywords":"Medicine; Social media; Family medicine; General surgery; World Wide Web","score_opus":0.09507295887113265,"score_gpt":0.34843320246606063,"score_spread":0.253360243594928,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2896404471","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98745596,0.000028478542,0.000002739183,0.0076492536,0.00369231,0.00027807138,0.00006167422,0.000005937437,0.0008255685],"genre_scores_gemma":[0.9988865,0.00011246567,0.00026735736,0.00004878858,0.0005904933,0.000011749148,2.9364855e-7,0.000013879896,0.000068469744],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967919,0.0009627621,0.0008983194,0.00010703564,0.00085250946,0.00038747085],"domain_scores_gemma":[0.9898236,0.0066541894,0.0023395263,0.0001807343,0.00082302367,0.00017892622],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0022717407,0.000106978034,0.00060880923,0.00035190122,0.0003234075,0.0000114860995,0.0005032056,0.00007744661,0.00014858834],"category_scores_gemma":[0.012689583,0.000088576504,0.00025293045,0.0024567437,0.003251809,0.00026042268,0.00005772471,0.0002873859,0.0000027002998],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013652108,0.00027496138,0.92546386,0.000013167756,0.000045691046,0.000006695916,0.054651186,0.0000030696733,0.00016323701,0.001986806,0.014768169,0.0024866397],"study_design_scores_gemma":[0.00015826225,0.000077981626,0.94914275,0.00008220025,0.00003645604,0.0000021695732,0.022811532,0.0000035900653,0.00013406848,0.00037502858,0.027087025,0.000088930086],"about_ca_topic_score_codex":0.015786996,"about_ca_topic_score_gemma":0.04116141,"teacher_disagreement_score":0.031839654,"about_ca_system_score_codex":0.00027997477,"about_ca_system_score_gemma":0.0018329207,"threshold_uncertainty_score":0.99946076},"labels":[],"label_agreement":null},{"id":"W2896984509","doi":"10.2196/10262","title":"How Twitter Can Support the HIV/AIDS Response to Achieve the 2030 Eradication Goal: In-Depth Thematic Analysis of World AIDS Day Tweets","year":2018,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Mental Health","keywords":"Thematic analysis; Public health; Human immunodeficiency virus (HIV); Civil society; Public engagement; Human rights; Public relations; Environmental health; Political science; Medicine; Sociology; Qualitative research; Virology; Nursing; Social science; Politics","score_opus":0.08053556494801979,"score_gpt":0.39269074377542357,"score_spread":0.3121551788274038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2896984509","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6490639,0.00009705414,0.000098346645,0.34787655,0.00055997143,0.0015386497,0.000016896634,0.00002797196,0.0007207097],"genre_scores_gemma":[0.9906052,0.000091259906,0.000155195,0.0068365084,0.0005274519,0.00086773635,0.000025711432,0.000013726509,0.00087721774],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9936016,0.0041160644,0.00055089145,0.00034373358,0.0006574333,0.0007302279],"domain_scores_gemma":[0.993182,0.005012568,0.0004049133,0.0005501572,0.0002976722,0.00055271044],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015352422,0.00014410052,0.00043050045,0.0005491828,0.0007535601,0.00016777506,0.00049313187,0.00008922742,0.00006528718],"category_scores_gemma":[0.0071103657,0.000095640535,0.00006898228,0.005123776,0.00059905683,0.000161583,0.0000479421,0.00024148735,0.000010509842],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007872282,0.00005900752,0.74767476,0.00003672894,0.000042181975,1.9415604e-7,0.21198058,5.351964e-7,0.000004435133,0.0014878904,0.0064368234,0.032198153],"study_design_scores_gemma":[0.00014065376,0.0001989503,0.78775054,0.0000108566255,0.0000042379265,2.3446022e-7,0.017822137,0.000040986633,5.2986957e-7,0.00013703927,0.19379625,0.00009758706],"about_ca_topic_score_codex":0.0033981022,"about_ca_topic_score_gemma":0.07361075,"teacher_disagreement_score":0.34154132,"about_ca_system_score_codex":0.00037731155,"about_ca_system_score_gemma":0.0024377985,"threshold_uncertainty_score":0.94329345},"labels":[],"label_agreement":null},{"id":"W2897678974","doi":"10.6084/m9.figshare.7184894.v1","title":"How to use social media engagement to ensure research's real-world impact","year":2018,"lang":"en","type":"dataset","venue":"Figshare","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social media; Data science; Computer science; World Wide Web","score_opus":0.6101360369528186,"score_gpt":0.5579915911340003,"score_spread":0.052144445818818275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2897678974","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00013251867,0.000023955652,1.4958202e-8,0.008114446,0.0040039374,0.003812951,0.98342,0.00010410963,0.00038807522],"genre_scores_gemma":[0.00017300522,0.000041781987,0.000071925395,0.000492721,0.024235431,0.005972441,0.96853656,0.000054456243,0.000421679],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99238575,0.0022955628,0.0003710101,0.0007932382,0.0026153324,0.0015390959],"domain_scores_gemma":[0.98458785,0.011271286,0.00026989816,0.0007456438,0.0017295573,0.0013957887],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0023017745,0.0003638071,0.00050002395,0.0009079957,0.002121906,0.0010654646,0.0014930477,0.00070344005,0.13370682],"category_scores_gemma":[0.19967522,0.00038123227,0.00017009991,0.0026637719,0.00008911384,0.0003309731,0.0005154201,0.0013428881,0.009905094],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018722534,0.00004590017,0.000020434942,0.00014183139,0.000021487951,0.000008892262,0.021053277,7.1652416e-8,3.0894617e-7,0.000010355497,0.97675407,0.0019246418],"study_design_scores_gemma":[0.00006888263,0.0000851504,0.012495403,0.00092266133,0.000014599145,8.087166e-8,0.001674074,4.0152166e-8,0.0000024530807,0.00003398661,0.98433644,0.0003662183],"about_ca_topic_score_codex":0.03318932,"about_ca_topic_score_gemma":0.2351693,"teacher_disagreement_score":0.20197998,"about_ca_system_score_codex":0.0029976678,"about_ca_system_score_gemma":0.0037892777,"threshold_uncertainty_score":0.9999715},"labels":[],"label_agreement":null},{"id":"W2897831693","doi":"10.2196/10720","title":"Predicting Prediabetes Through Facebook Postings: Protocol for a Mixed-Methods Study","year":2018,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Prediabetes; Social media; Psychological intervention; Internet privacy; Protocol (science); Public health; Disease; Medicine; Health care; Computer science; Type 2 diabetes; Psychology; Gerontology; Diabetes mellitus; World Wide Web; Nursing; Alternative medicine; Political science; Pathology","score_opus":0.6178330044602472,"score_gpt":0.7255319446843742,"score_spread":0.10769894022412696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2897831693","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0016865995,3.8817683e-7,0.00020562421,0.0011593461,0.00019880281,0.98600215,0.000008770583,0.00034195834,0.010396358],"genre_scores_gemma":[0.00043442447,5.2674945e-8,0.016829396,0.00005804908,0.0055918465,0.97651166,0.000002034353,0.00006234591,0.00051019207],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.988853,0.0062464215,0.00069962535,0.00076857914,0.0016903436,0.0017420521],"domain_scores_gemma":[0.98586065,0.01040685,0.0003045844,0.0005714953,0.002452253,0.00040417057],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.020562483,0.00022392478,0.00034304376,0.00021977241,0.0035107078,0.0004368135,0.0010331018,0.00029664522,0.0004125507],"category_scores_gemma":[0.034529977,0.00021490772,0.00009011129,0.0012853231,0.0013984934,0.00063965266,0.00028069635,0.00071013585,0.00014418772],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009956908,0.00395818,0.21822876,0.0018950441,0.000057753994,0.0000020063524,0.4268819,3.0918824e-7,0.0007996112,0.003665797,0.050965197,0.29254973],"study_design_scores_gemma":[0.0019078922,0.005090359,0.007856461,0.00097087875,0.000002398765,2.0145951e-7,0.030583235,0.000038785827,0.0019070423,0.0055896114,0.9458306,0.00022255402],"about_ca_topic_score_codex":0.0012908066,"about_ca_topic_score_gemma":0.0009260327,"teacher_disagreement_score":0.8948654,"about_ca_system_score_codex":0.0006296524,"about_ca_system_score_gemma":0.0024745935,"threshold_uncertainty_score":0.9977866},"labels":[],"label_agreement":null},{"id":"W2898042872","doi":"10.1097/acm.0000000000002496","title":"The Social Media Editor at Medical Journals: Responsibilities, Goals, Barriers, and Facilitators","year":2018,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":69,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan; McMaster University","funders":"National Institute on Aging","keywords":"Social media; Snowball sampling; Public relations; Facilitator; Thematic analysis; Mainstream; Sociology; Phone; Medical education; Business; Psychology; Political science; Medicine; Qualitative research","score_opus":0.10198219059256683,"score_gpt":0.4586679108368562,"score_spread":0.35668572024428935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2898042872","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.66154987,0.010874717,0.000009956386,0.26466954,0.059979703,0.0006916302,0.000011286543,0.000112090675,0.0021011706],"genre_scores_gemma":[0.7301612,0.01714061,0.000021944456,0.0034400881,0.24756023,0.00025960038,0.0000072276475,0.000031584696,0.0013775224],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9941944,0.0015127436,0.0007479956,0.00035030136,0.0024070458,0.00078751467],"domain_scores_gemma":[0.976255,0.021575877,0.00028079015,0.0001948767,0.00037380127,0.0013196275],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.014818762,0.00017205195,0.0003354925,0.00011544548,0.0042150095,0.000021994867,0.0006275805,0.00075157074,0.002845661],"category_scores_gemma":[0.24105908,0.00011907598,0.00003601834,0.0005489161,0.008076137,0.0001741062,0.00012437374,0.0011056812,0.00008092832],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008244331,0.0000015564765,0.01592682,0.000012149701,0.000015442569,0.0000016024011,0.40971148,1.5672138e-9,0.000023395964,0.0073897955,0.5487051,0.01813023],"study_design_scores_gemma":[0.0003858467,0.000058393387,0.010781294,0.000113091584,0.000022865155,0.0000038225653,0.14651226,0.000002936407,0.000009793638,0.007158084,0.8348364,0.00011522039],"about_ca_topic_score_codex":0.0013175344,"about_ca_topic_score_gemma":0.0032334449,"teacher_disagreement_score":0.2861313,"about_ca_system_score_codex":0.00060582557,"about_ca_system_score_gemma":0.0019264066,"threshold_uncertainty_score":0.9980659},"labels":[],"label_agreement":null},{"id":"W2898618674","doi":"10.2196/10146","title":"Health Topics on Facebook Groups: Content Analysis of Posts in Multiple Sclerosis Communities","year":2018,"lang":"en","type":"article","venue":"Interactive Journal of Medical Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Fordham University","keywords":"Content (measure theory); Multiple sclerosis; Content analysis; Psychology; Computer science; Internet privacy; Sociology; Mathematics; Social science; Psychiatry","score_opus":0.6547344708136202,"score_gpt":0.5914563554226726,"score_spread":0.06327811539094763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2898618674","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9455731,0.00013152671,0.000052529944,0.05139186,0.0014466546,0.0004927783,0.000005000714,0.000003295878,0.0009032773],"genre_scores_gemma":[0.9972924,0.0011942103,0.00007140219,0.0004969138,0.000872734,0.000040524315,0.0000016686135,0.0000058467285,0.000024283243],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99129117,0.0040807277,0.0007713814,0.00009293548,0.0033406448,0.0004231212],"domain_scores_gemma":[0.9782217,0.018688096,0.00045571453,0.00015496991,0.001995609,0.00048388218],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.015252168,0.000068213325,0.00046514554,0.00128089,0.00031703745,0.000035707737,0.0006898721,0.00014326382,0.00096282753],"category_scores_gemma":[0.042807326,0.000058100617,0.00012363252,0.0013375412,0.0012613222,0.000183036,0.000082313876,0.0013594155,0.00001458468],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00088502764,0.0011204836,0.20195772,0.000048518406,0.00042460082,0.000010582718,0.48396033,0.0000032283674,0.00007535102,0.003340613,0.0022207338,0.30595282],"study_design_scores_gemma":[0.0010445728,0.0021136627,0.6986112,0.001814548,0.000035045472,0.0000013738179,0.273232,0.0004206176,0.00034512774,0.00043800307,0.021846568,0.00009724763],"about_ca_topic_score_codex":0.08566754,"about_ca_topic_score_gemma":0.1013691,"teacher_disagreement_score":0.4966535,"about_ca_system_score_codex":0.0013014312,"about_ca_system_score_gemma":0.0022081605,"threshold_uncertainty_score":0.9999504},"labels":[],"label_agreement":null},{"id":"W2898742679","doi":"10.1016/j.jmir.2018.10.006","title":"The Education and Practice Environment for Medical Radiation Science Professionals Caring for Lesbian, Gay, Bisexual, and Transgender Patients: An Analysis of a #MedRadJClub Tweet Chat","year":2018,"lang":"en","type":"article","venue":"Journal of medical imaging and radiation sciences","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Lesbian; Transgender; Psychology; Gender studies; Sociology","score_opus":0.11764027210042612,"score_gpt":0.5111023239819954,"score_spread":0.3934620518815693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2898742679","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87636364,0.0057172454,0.004419233,0.10927845,0.0033965127,0.000767836,0.000005252599,0.0000061901974,0.00004561923],"genre_scores_gemma":[0.99112254,0.0050266534,0.0018670406,0.0007465983,0.0011675237,0.000057869624,0.0000027632639,0.0000039927495,0.0000050178865],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.996519,0.000389004,0.00052793656,0.00022208084,0.0020975256,0.00024444927],"domain_scores_gemma":[0.9917357,0.006465622,0.0006726552,0.00006600516,0.00057604857,0.00048398285],"candidate_categories":["metaresearch","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.017912637,0.0000716305,0.00018831287,0.00036178975,0.0018738761,0.00017521283,0.00029171185,0.00007876248,0.000012620819],"category_scores_gemma":[0.03346269,0.000049167964,0.000033603108,0.00065516547,0.0031986318,0.0011148641,0.000022046604,0.000111212175,7.190468e-8],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037338556,0.00019441174,0.044487692,0.000023845549,0.000034552453,7.0592364e-8,0.055157784,0.0000032902649,0.000017876393,0.0020687038,0.0003441152,0.89763033],"study_design_scores_gemma":[0.0019584692,0.00088835263,0.51434714,0.00027682298,0.0007460179,0.00001698901,0.31247687,0.042637575,0.0000962587,0.001969333,0.124275245,0.00031094407],"about_ca_topic_score_codex":0.00034232813,"about_ca_topic_score_gemma":0.00013996898,"teacher_disagreement_score":0.8973194,"about_ca_system_score_codex":0.00011162038,"about_ca_system_score_gemma":0.0026825294,"threshold_uncertainty_score":0.9995141},"labels":[],"label_agreement":null},{"id":"W2898999298","doi":"10.1016/j.athoracsur.2018.10.003","title":"Participating in a TweetChat: Practical Tips From The Thoracic Surgery Social Media Network (#TSSMN)","year":2018,"lang":"en","type":"review","venue":"The Annals of Thoracic Surgery","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Social media; Cardiothoracic surgery; Surgery; General surgery; World Wide Web","score_opus":0.7080557575280471,"score_gpt":0.5888746968846118,"score_spread":0.11918106064343525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2898999298","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009995212,0.9522345,0.0000060039442,0.01900186,0.016537346,0.0017458908,0.00007621873,0.000102986334,0.00029996052],"genre_scores_gemma":[0.0033349418,0.96421623,0.00007449482,0.0005426927,0.028691236,0.0028988908,0.00012512981,0.00010319899,0.000013156928],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9768253,0.016808806,0.0024529134,0.0006644445,0.0016016961,0.0016468542],"domain_scores_gemma":[0.71909416,0.2767241,0.0027194277,0.0007564244,0.00043582736,0.0002700508],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.039789233,0.00055678154,0.0029307273,0.00025571746,0.0013984598,0.00018349009,0.0009811159,0.0009231305,0.0005097764],"category_scores_gemma":[0.1094009,0.00037639815,0.0012654285,0.0030650038,0.0016134068,0.0003728373,0.00023152107,0.0013820432,0.00022283166],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000058545535,0.00009415496,0.0017816346,0.0010789366,0.0001219801,0.000008722995,0.020987656,2.1563288e-7,6.774362e-9,0.0001601539,0.09292207,0.8827859],"study_design_scores_gemma":[0.000008278064,0.0000060837665,0.0010173087,0.009424791,0.0004107511,0.0000022419886,0.0033912563,0.000002940089,0.0000015617909,0.0029764716,0.9823207,0.0004376155],"about_ca_topic_score_codex":0.005419836,"about_ca_topic_score_gemma":0.005313795,"teacher_disagreement_score":0.88939863,"about_ca_system_score_codex":0.00020286639,"about_ca_system_score_gemma":0.005795843,"threshold_uncertainty_score":0.9999016},"labels":[],"label_agreement":null},{"id":"W2899037941","doi":"10.2196/11073","title":"How to Optimize Health Messages About Cancer on Facebook: Mixed-Methods Study","year":2018,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Operationalization; Life expectancy; Solidarity; Theme (computing); Health communication; Health promotion; Cancer prevention; Social media; Psychology; Cancer; Medicine; Computer science; Public relations; World Wide Web; Public health; Political science; Nursing; Environmental health","score_opus":0.14965156417659345,"score_gpt":0.5687355756485787,"score_spread":0.41908401147198526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899037941","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5985915,0.0027885984,0.0011048904,0.29206136,0.064819135,0.027880706,0.00006911733,0.0005809935,0.012103708],"genre_scores_gemma":[0.88527745,0.0015303363,0.009437477,0.011556424,0.01769012,0.067841105,0.000003219687,0.00009930651,0.0065645403],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99648565,0.0012960066,0.00027860925,0.00051512406,0.00065467495,0.00076994207],"domain_scores_gemma":[0.9977558,0.0008093544,0.0002343616,0.00033085208,0.00031643696,0.0005531547],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018828632,0.00019150891,0.00035824184,0.00013508895,0.0010704615,0.00015763154,0.00038952354,0.00013058186,0.0010445899],"category_scores_gemma":[0.0010216101,0.00018677245,0.000056159923,0.00070513814,0.00025988647,0.00016403427,0.000050615585,0.00023660119,0.0000929287],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051966468,0.00018014618,0.013977703,0.000030520176,0.00002839832,4.4602274e-7,0.22652858,0.000016501901,0.000021797801,0.00044929897,0.041781347,0.7169333],"study_design_scores_gemma":[0.0003967314,0.0004853956,0.12982474,0.00012267793,0.000013215953,4.819825e-8,0.052624345,0.000010245388,0.00018778222,0.00009543771,0.815963,0.00027641313],"about_ca_topic_score_codex":0.05128058,"about_ca_topic_score_gemma":0.09548101,"teacher_disagreement_score":0.7741816,"about_ca_system_score_codex":0.0017881916,"about_ca_system_score_gemma":0.0020142063,"threshold_uncertainty_score":0.9998686},"labels":[],"label_agreement":null},{"id":"W2899424462","doi":"10.2196/derma.9734","title":"Facebook Intervention for Young-Onset Melanoma Patients and Their Family Members: Pilot and Feasibility Study","year":2018,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Medicine; Skin cancer; Intervention (counseling); Melanoma; Sun protection; Sun exposure; Young adult; Dermatology; Cancer; Family medicine; Gerontology; Internal medicine; Psychiatry","score_opus":0.13629406048077175,"score_gpt":0.43278735515887523,"score_spread":0.2964932946781035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899424462","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9895985,0.00007155618,0.000033626406,0.0009584561,0.0019937581,0.0067551327,0.000017648043,0.000050429466,0.00052086345],"genre_scores_gemma":[0.9968799,0.0000121360745,0.00006765907,0.00016337977,0.00016559208,0.0026705249,0.000012198365,0.000009220204,0.000019434765],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998493,0.0005740597,0.00027021617,0.00027799187,0.000108422886,0.00027628802],"domain_scores_gemma":[0.9986652,0.00074042426,0.00013913722,0.00012331693,0.00020957316,0.0001223626],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048677233,0.00010269105,0.00020747402,0.00006543524,0.00046852123,0.000038562735,0.00010592324,0.000108391076,0.00002972615],"category_scores_gemma":[0.00085101894,0.0000963867,0.000025783225,0.00009700602,0.00053855963,0.00014783982,0.00004536505,0.00007518228,0.0000104817955],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000098048,0.00034721193,0.89927703,0.00004427686,0.000013475511,2.306256e-7,0.0918138,2.2393178e-9,0.0000040542554,0.00017902114,0.0011450707,0.0070777866],"study_design_scores_gemma":[0.0014914148,0.0010227001,0.9459903,0.000013750914,0.000014284733,0.0000032470957,0.039975554,0.000016367996,0.000024821067,0.001975006,0.00935232,0.00012020282],"about_ca_topic_score_codex":0.002252168,"about_ca_topic_score_gemma":0.01143509,"teacher_disagreement_score":0.051838245,"about_ca_system_score_codex":0.00012574263,"about_ca_system_score_gemma":0.00010405721,"threshold_uncertainty_score":0.6381048},"labels":[],"label_agreement":null},{"id":"W2900884896","doi":"10.1016/j.jmir.2018.09.005","title":"The Educational Utility of Blogging for MRI Technologists","year":2018,"lang":"en","type":"article","venue":"Journal of medical imaging and radiation sciences","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Toronto Western Hospital; University Health Network","funders":"","keywords":"Popularity; Social media; Medical education; Psychology; Medicine; Computer science; World Wide Web; Social psychology","score_opus":0.07873286636563519,"score_gpt":0.4768631224777562,"score_spread":0.398130256112121,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900884896","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30679822,0.0062206252,0.003160436,0.6710222,0.0114261815,0.00032899785,0.0000014230518,0.000012638178,0.001029284],"genre_scores_gemma":[0.99393225,0.0019569846,0.0014204603,0.00020458915,0.0024629603,0.000011272059,1.325554e-7,0.0000014266623,0.000009953433],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983538,0.00013886493,0.00034255316,0.000079091515,0.00092234707,0.00016334809],"domain_scores_gemma":[0.993823,0.005139413,0.0004360989,0.000044224216,0.00042692616,0.0001303718],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.00938144,0.000033805623,0.000089842266,0.00009773093,0.0011625574,0.00006282366,0.00035467398,0.000051093335,0.000039767267],"category_scores_gemma":[0.030789504,0.000021580236,0.000030469235,0.0003475675,0.0036542283,0.00019666515,0.00001424307,0.00010773221,5.3288e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010595977,0.000045204106,0.120061524,0.000013727454,0.0000069659122,1.251293e-7,0.011520665,3.8159894e-7,0.000015236741,0.030128937,0.014612894,0.8235837],"study_design_scores_gemma":[0.00063094386,0.00019528967,0.2803596,0.00020859684,0.000032627016,0.000022474851,0.06985284,0.006722028,0.0002444904,0.07967936,0.56190974,0.00014203558],"about_ca_topic_score_codex":0.00024055988,"about_ca_topic_score_gemma":0.000099096236,"teacher_disagreement_score":0.8234417,"about_ca_system_score_codex":0.000035049998,"about_ca_system_score_gemma":0.0018214349,"threshold_uncertainty_score":0.99905723},"labels":[],"label_agreement":null},{"id":"W2900887496","doi":"10.3138/jvme.0517-069r","title":"Twitter in the Veterinary Diagnostic Imaging Classroom: Examination Outcomes and Student Views","year":2018,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Social media; Medical education; Significant difference; Medicine; Radiography; Medical physics; Radiology; Computer science; Internal medicine; World Wide Web","score_opus":0.194445860970755,"score_gpt":0.5078334793327115,"score_spread":0.3133876183619565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900887496","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9543261,0.0007155054,0.00004280712,0.035689242,0.008071556,0.00045700374,1.8577796e-7,0.000007030289,0.0006905829],"genre_scores_gemma":[0.9930146,0.00067988795,0.00029704525,0.0027976385,0.0030542947,0.0001239324,0.0000014228932,0.000008482456,0.000022736214],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9966542,0.0014108755,0.0005776854,0.00013201244,0.0009913499,0.00023387879],"domain_scores_gemma":[0.9954327,0.003578746,0.0003745079,0.00012743798,0.00025860957,0.00022800465],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0051751444,0.00009864912,0.00019188874,0.00020261893,0.00026535772,0.0000712447,0.00035992288,0.00009243222,0.00019315493],"category_scores_gemma":[0.015508663,0.00007277211,0.000043326825,0.00030336963,0.00040349935,0.00039627255,0.00003719273,0.0003289418,0.000011562541],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028721794,0.00072292896,0.37695444,0.000046323767,0.000009228362,0.000037667414,0.17756572,5.277221e-8,0.000040335108,0.00031799692,0.003558004,0.44071856],"study_design_scores_gemma":[0.0002614802,0.00048565172,0.89543307,0.00019964349,0.0000151712675,0.00010512545,0.02582348,0.0000058562055,9.1540124e-7,0.00035440997,0.077244334,0.00007083841],"about_ca_topic_score_codex":0.00030993062,"about_ca_topic_score_gemma":0.00011922955,"teacher_disagreement_score":0.51847863,"about_ca_system_score_codex":0.00029699656,"about_ca_system_score_gemma":0.0012379618,"threshold_uncertainty_score":0.99278414},"labels":[{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"},{"model":"grok","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"},{"model":"opus","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W2901206086","doi":"10.2196/11542","title":"Analyzing Twitter as a Platform for Alzheimer-Related Dementia Awareness: Thematic Analyses of Tweets","year":2018,"lang":"en","type":"article","venue":"JMIR Aging","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":61,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Dementia; Social media; Thematic analysis; Psychology; Internet privacy; Data science; World Wide Web; Medicine; Computer science; Disease; Qualitative research; Sociology","score_opus":0.263521826585748,"score_gpt":0.5053915251128808,"score_spread":0.24186969852713275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901206086","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9921864,0.0005001485,0.0005492353,0.0012247296,0.0014609185,0.001316853,0.0000014086269,0.000070810085,0.002689477],"genre_scores_gemma":[0.9975537,0.000013564909,0.0011110406,0.000106968306,0.0006539032,0.00050718663,0.0000069548173,0.00001566257,0.000031029133],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99868953,0.00008269953,0.00039823557,0.00019413875,0.0002782661,0.00035712775],"domain_scores_gemma":[0.9981327,0.0010244453,0.0003199722,0.00016369502,0.0002577174,0.00010149314],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00084928534,0.00009775954,0.00022338405,0.00017788443,0.00056981435,0.000041143798,0.00020877663,0.00009405284,0.00030955233],"category_scores_gemma":[0.000897557,0.00009492852,0.000091761256,0.00062113773,0.00023313651,0.00023639727,0.000024713308,0.000072719726,0.000035359022],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004647042,0.0002836787,0.36733335,0.00043638132,0.0012951592,0.0000014504599,0.5576244,0.000012778276,0.0029135598,0.005405824,0.0033834807,0.06126345],"study_design_scores_gemma":[0.005822982,0.0012189603,0.36397618,0.0044773826,0.006578038,0.000006600513,0.3204483,0.0057168463,0.0797274,0.1454431,0.06326129,0.0033228952],"about_ca_topic_score_codex":0.004423286,"about_ca_topic_score_gemma":0.00048721494,"teacher_disagreement_score":0.23717609,"about_ca_system_score_codex":0.000080403806,"about_ca_system_score_gemma":0.0003638815,"threshold_uncertainty_score":0.6686715},"labels":[],"label_agreement":null},{"id":"W2901691202","doi":"10.2196/10441","title":"Mitigation of Participant Loss to Follow-Up Using Facebook: All Our Families Longitudinal Pregnancy Cohort","year":2018,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Children's Hospital Foundation; Alberta Children's Hospital Foundation; Alberta Centre for Child, Family and Community Research; Children's Health Research Institute; Women and Children's Health Research Institute; Alberta Innovates; University of Calgary; Max Bell Foundation; Alberta Health Services","keywords":"Cohort; Generalizability theory; Social media; Psychology; Cohort study; Phone; Longitudinal study; Tracking (education); Internet privacy; Medicine; Family medicine; World Wide Web; Developmental psychology; Computer science","score_opus":0.47693111764117696,"score_gpt":0.5793934402806745,"score_spread":0.10246232263949756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901691202","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9770033,0.00027415936,0.00050123804,0.0161768,0.0047754035,0.0008496586,0.0000014503483,0.000008024235,0.00041001415],"genre_scores_gemma":[0.9959306,0.0004429937,0.0004335653,0.0001029886,0.0027739627,0.00006762511,6.832343e-7,0.0000123804975,0.00023520493],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99239165,0.0012435432,0.00086271256,0.00019056894,0.004651308,0.00066021597],"domain_scores_gemma":[0.994896,0.001379209,0.00033424507,0.0001572043,0.0022760548,0.0009573011],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.012248365,0.00009227798,0.00034615546,0.00036918264,0.00018313946,0.000066837536,0.00080789294,0.00024341985,0.0007164567],"category_scores_gemma":[0.030252466,0.00007920235,0.00010163461,0.0005701498,0.0008037436,0.00021126222,0.00013783305,0.0007250721,0.000067031564],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048885297,0.0005208042,0.6543942,0.00024189349,0.00034593474,0.00012466387,0.24152692,0.000004000103,0.001014516,0.003939389,0.020705879,0.076692924],"study_design_scores_gemma":[0.0052574123,0.00798203,0.51001173,0.021653147,0.0004676037,0.00015656359,0.22407192,0.0022419665,0.023781125,0.0088130785,0.1944884,0.0010750076],"about_ca_topic_score_codex":0.009372427,"about_ca_topic_score_gemma":0.0044137156,"teacher_disagreement_score":0.17378253,"about_ca_system_score_codex":0.00048585466,"about_ca_system_score_gemma":0.002751117,"threshold_uncertainty_score":0.9972243},"labels":[],"label_agreement":null},{"id":"W2902301389","doi":"10.1212/wnl.90.15_supplement.p4.402","title":"Delivering Education to Patients with MS - a Survey of Canadian Neurologists (P4.402)","year":2018,"lang":"en","type":"article","venue":"Neurology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Medical education; Family medicine; Psychology","score_opus":0.07933373990755872,"score_gpt":0.3576186850265434,"score_spread":0.2782849451189847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2902301389","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9890409,0.0000074487984,0.000004765259,0.003909358,0.0037909544,0.00070161023,0.000009679835,0.000021960472,0.0025133155],"genre_scores_gemma":[0.99616355,0.000010438409,0.00011220779,0.0031866182,0.00039661565,0.00010653055,0.000011958456,0.000011301016,7.7306464e-7],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985486,0.0005105679,0.00016272457,0.00022256839,0.00018263991,0.0003728952],"domain_scores_gemma":[0.9982535,0.00054506777,0.00009808884,0.00016539676,0.0006105198,0.0003273844],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004119743,0.000070145856,0.00012088494,0.000346737,0.0002550489,0.000010278418,0.00021340186,0.00011895779,0.00010288187],"category_scores_gemma":[0.0030617178,0.00007319714,0.000009997684,0.00097509223,0.00030053433,0.000066824316,0.000017329723,0.000112994814,0.00005758863],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008227122,0.000041560503,0.9889413,0.0000028461168,0.0000017761098,2.484434e-7,0.004889851,0.0000015691272,0.0000037674022,0.00025913824,0.000038199138,0.005737459],"study_design_scores_gemma":[0.00008049974,0.00072349,0.98287433,0.0000022961792,0.0000033190001,1.8560176e-7,0.000001352193,0.0000019106092,0.0000071016184,0.000033862703,0.016215743,0.000055898912],"about_ca_topic_score_codex":0.9984413,"about_ca_topic_score_gemma":0.99830663,"teacher_disagreement_score":0.016177544,"about_ca_system_score_codex":0.00006962951,"about_ca_system_score_gemma":0.0015849399,"threshold_uncertainty_score":0.36653835},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":true,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":true,"confidence":"high"}],"label_agreement":"agree"},{"id":"W2902668167","doi":"10.7326/w18-0036","title":"Annals Story Slam - Red All Over","year":2018,"lang":"en","type":"article","venue":"Annals of Internal Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Health Sciences Centre; University of Toronto","funders":"","keywords":"Annals; Medicine; Classics; History","score_opus":0.2831414881001596,"score_gpt":0.5190736343432351,"score_spread":0.23593214624307546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2902668167","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.759477,0.0010656764,0.000035204645,0.16636452,0.0114164855,0.00048495329,0.000003907558,0.00006118048,0.061091073],"genre_scores_gemma":[0.9742656,0.00084384385,0.00007818553,0.013751483,0.009952027,0.000048054266,0.000003041052,0.000015387752,0.0010423877],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978848,0.00035719143,0.0004179732,0.00020297953,0.0007248242,0.00041224886],"domain_scores_gemma":[0.9970638,0.0012123497,0.0003408061,0.00021660858,0.0008538981,0.0003125009],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0025617597,0.00011112816,0.0002838222,0.000173235,0.00016967951,0.000007999532,0.0003794378,0.00012337016,0.0023436581],"category_scores_gemma":[0.012126423,0.00009815277,0.000064475265,0.00028867804,0.0012128847,0.00017078962,0.000031125775,0.0002105497,0.00007930102],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022455724,0.00013605533,0.024633858,0.00006056113,0.00010398442,0.0000071943523,0.16617951,1.04751834e-7,0.0011460467,0.008471462,0.7297209,0.06931578],"study_design_scores_gemma":[0.00025643318,0.00066742,0.062450368,0.00040504272,0.000013335567,8.733047e-7,0.0039711595,0.0000048004677,0.0017422561,0.00327006,0.9271093,0.00010893732],"about_ca_topic_score_codex":0.017606072,"about_ca_topic_score_gemma":0.0017294969,"teacher_disagreement_score":0.21478859,"about_ca_system_score_codex":0.000047459453,"about_ca_system_score_gemma":0.00019924967,"threshold_uncertainty_score":0.99856836},"labels":[],"label_agreement":null},{"id":"W2903006236","doi":"10.1017/cem.2018.471","title":"FOAMed and social media – innovation or disruption?","year":2018,"lang":"en","type":"review","venue":"Canadian Journal of Emergency Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Social media; Content (measure theory); Medicine; Action (physics); Internet privacy; Media content; Advertising; World Wide Web; Multimedia; Computer science; Business; Mathematics","score_opus":0.528886004199013,"score_gpt":0.5387072245879176,"score_spread":0.00982122038890465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2903006236","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00014544901,0.91685236,0.00000813278,0.0044703553,0.07663751,0.000680486,0.000018487117,0.000008267977,0.0011789592],"genre_scores_gemma":[0.00006962347,0.96176285,0.00004665759,0.000062959065,0.037644,0.000058611735,0.00004252037,0.00003475147,0.00027804836],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963854,0.00056979444,0.0017605174,0.00020165781,0.0005784179,0.000504246],"domain_scores_gemma":[0.99473244,0.0012158296,0.0017996732,0.00012223516,0.0013293389,0.00080047344],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0031685398,0.00024538665,0.0011549232,0.0011941383,0.00081019924,0.000015115471,0.00040062785,0.00046724422,0.0055206036],"category_scores_gemma":[0.026132038,0.00018549744,0.00012401027,0.0022555415,0.0007645644,0.00019717074,0.000008703653,0.00053929555,0.000021468395],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000050756767,0.00000849689,0.00011537089,0.0021384663,0.00007060962,0.000014284563,0.064216636,2.0560755e-9,3.100422e-8,0.0047175097,0.107856005,0.8208575],"study_design_scores_gemma":[0.00012576388,0.00008705593,0.00015305678,0.003062132,0.00038253842,0.0000065076943,0.0045632944,4.7699938e-8,7.01098e-9,0.0007321914,0.9907227,0.00016466089],"about_ca_topic_score_codex":0.012665108,"about_ca_topic_score_gemma":0.2090732,"teacher_disagreement_score":0.88286674,"about_ca_system_score_codex":0.00081159745,"about_ca_system_score_gemma":0.013716123,"threshold_uncertainty_score":0.9953885},"labels":[],"label_agreement":null},{"id":"W2903106796","doi":"10.1200/jco.2018.36.34_suppl.173","title":"Comparison of health care-related social media and Internet usage between patients treated with curative and palliative intent.","year":2018,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Institute for Cancer Research; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Social media; Palliative care; Logistic regression; Family medicine; Cancer; Internal medicine; Nursing","score_opus":0.39789722368677033,"score_gpt":0.5977436023445198,"score_spread":0.1998463786577495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2903106796","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99050623,0.00032460233,0.000022970475,0.0064432207,0.001719552,0.00037482308,0.0000066791745,0.000005897997,0.00059601513],"genre_scores_gemma":[0.99805987,0.00021347281,0.00048994285,0.00017141405,0.0010410935,0.0000060315415,0.000005378587,0.0000074149925,0.0000054056254],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.994965,0.0023351517,0.0019423774,0.00015159862,0.00038235265,0.00022352382],"domain_scores_gemma":[0.9844752,0.010254584,0.0036775477,0.000041826803,0.0012379412,0.00031287604],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003058068,0.00009652201,0.0011916987,0.00009245202,0.00019718791,0.000010931078,0.00013521395,0.0003374917,0.00003116016],"category_scores_gemma":[0.011945481,0.00007269981,0.00006458346,0.00022576429,0.002039505,0.00014724956,0.000034111028,0.0005652027,0.0000017272397],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021439622,0.0001712222,0.6703515,0.00000851414,0.0000663295,4.1478503e-7,0.18220255,1.213679e-8,1.2864905e-7,0.00018669563,0.00040945134,0.14638877],"study_design_scores_gemma":[0.0019587872,0.007593556,0.95580536,0.000080387625,0.000075618314,1.8590934e-7,0.0272214,0.0000025336913,0.000006116731,0.00026477585,0.0069286297,0.00006265949],"about_ca_topic_score_codex":0.0011886065,"about_ca_topic_score_gemma":0.0037613078,"teacher_disagreement_score":0.28545386,"about_ca_system_score_codex":0.0003202097,"about_ca_system_score_gemma":0.0017036849,"threshold_uncertainty_score":0.99637735},"labels":[],"label_agreement":null},{"id":"W2904190035","doi":"10.1177/2055207618819571","title":"The use of information and communication technologies by arthritis health professionals to disseminate a self-management program to patients: a pilot randomized controlled trial protocol","year":2018,"lang":"en","type":"article","venue":"Digital Health","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Randomized controlled trial; Usability; Medicine; Protocol (science); Physical therapy; Dissemination; Health information technology; Intervention (counseling); Health care; Nursing; Family medicine; Alternative medicine; Surgery; Computer science","score_opus":0.041799843246486584,"score_gpt":0.4207969508289675,"score_spread":0.37899710758248095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2904190035","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06310144,0.000110985035,0.00017359456,0.084143095,0.0007849995,0.85062635,0.000053374686,0.000564715,0.00044146934],"genre_scores_gemma":[0.15604657,0.00058520096,0.004439052,0.0012946737,0.000067198656,0.8374473,0.000057011872,0.000012210819,0.000050785406],"study_design_codex":"design_other","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99694043,0.0008125596,0.0011289746,0.00015444995,0.000538072,0.00042553028],"domain_scores_gemma":[0.9956785,0.002504356,0.0008692121,0.00027030281,0.0004490484,0.0002286128],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030914054,0.00012200058,0.00056598254,0.00013639928,0.0011465679,0.00029953665,0.00025228993,0.000058637335,0.0000014987978],"category_scores_gemma":[0.007837773,0.00008572829,0.000042061944,0.0005436663,0.00037425666,0.00073982915,0.00011419912,0.00010455576,0.000008465525],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.16550976,0.0007904151,0.0002130495,0.00014177096,0.00002237353,9.328144e-9,0.02486136,7.558635e-8,2.0562652e-8,0.004966808,0.012059853,0.7914345],"study_design_scores_gemma":[0.5036841,0.00550505,0.0006251958,0.00083461695,0.000006936348,7.445037e-8,0.009680604,0.000038100243,0.0000021540984,0.001226406,0.47820622,0.00019054004],"about_ca_topic_score_codex":0.0013931616,"about_ca_topic_score_gemma":0.0005698841,"teacher_disagreement_score":0.791244,"about_ca_system_score_codex":0.00033666843,"about_ca_system_score_gemma":0.00064416317,"threshold_uncertainty_score":0.9383113},"labels":[],"label_agreement":null},{"id":"W2904192120","doi":"10.2196/11404","title":"Consumption of Health-Related Content on Social Media Among Adolescent Girls: Mixed-Methods Pilot Study","year":2018,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of General Medical Sciences","keywords":"Consumption (sociology); Social media; Psychology; Adolescent health; Environmental health; Media consumption; Content (measure theory); Health risk; Health behavior; Advertising; Developmental psychology; Medicine; Computer science; Sociology; Business; World Wide Web; Nursing; Mathematics","score_opus":0.5677579264042537,"score_gpt":0.6002373816153375,"score_spread":0.03247945521108375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2904192120","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9874477,0.00010361478,0.000048044523,0.002521448,0.0042760363,0.0043938425,0.000012174685,0.00007081107,0.0011263724],"genre_scores_gemma":[0.99768305,0.000077984856,0.00012972303,0.000043691995,0.0007574498,0.001250778,0.000011186284,0.000019159317,0.000026949985],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9838602,0.01208658,0.0009342142,0.00030100564,0.0019142483,0.00090374064],"domain_scores_gemma":[0.9916729,0.005767936,0.0005248521,0.00022454497,0.0014958903,0.00031387422],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.020561425,0.00014696266,0.00043206144,0.00048314963,0.0020701785,0.0000660448,0.00041727917,0.00013855266,0.00026591058],"category_scores_gemma":[0.0063898987,0.00014003058,0.000058225913,0.0012002054,0.0025978626,0.00032790744,0.00010503013,0.0008089744,0.000268503],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025795453,0.0027819674,0.05397965,0.00015570808,0.00003872376,5.5022645e-7,0.72838163,9.365487e-8,0.000052658208,0.0052625304,0.005756655,0.20333189],"study_design_scores_gemma":[0.0007216979,0.0025167163,0.8580729,0.00014277436,0.0000037755574,1.0458994e-7,0.13670647,0.000011071531,0.00014248872,0.0005260579,0.001049171,0.00010680228],"about_ca_topic_score_codex":0.0061782678,"about_ca_topic_score_gemma":0.0036549678,"teacher_disagreement_score":0.80409324,"about_ca_system_score_codex":0.0013795154,"about_ca_system_score_gemma":0.0010071093,"threshold_uncertainty_score":0.999229},"labels":[],"label_agreement":null},{"id":"W2904753665","doi":"10.2196/11193","title":"Social Media Content About Children’s Pain and Sleep: Content and Network Analysis","year":2018,"lang":"en","type":"article","venue":"JMIR Pediatrics and Parenting","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"BC Children's Hospital; Toronto Metropolitan University; University of British Columbia; Izaak Walton Killam Health Centre; Dalhousie University","funders":"Canadian Institutes of Health Research; Nova Scotia Health Research Foundation","keywords":"Social media; Categorization; Content analysis; Sleep (system call); Psychology; Computer science; World Wide Web; Sociology","score_opus":0.09910861432540796,"score_gpt":0.3594009325234277,"score_spread":0.26029231819801973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2904753665","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9933305,0.0033762872,0.00008921433,0.0011227285,0.0012464736,0.0005913672,0.000009618681,0.000045764624,0.00018804536],"genre_scores_gemma":[0.9877509,0.0012970208,0.00018046978,0.00021533763,0.010361709,0.00014454559,0.0000231319,0.000011039777,0.00001584304],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981386,0.00037915274,0.00033916184,0.0003226273,0.00033292966,0.00048753456],"domain_scores_gemma":[0.997266,0.0019029223,0.00027407534,0.00007325836,0.00021226321,0.00027149433],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0023022334,0.00013238697,0.00029093924,0.00014037867,0.0015482364,0.00018940006,0.00008677741,0.00016536535,0.0000338115],"category_scores_gemma":[0.002096956,0.00013520126,0.00005583477,0.000773829,0.00039126372,0.00011914011,0.00006360139,0.00015506639,0.0000021111966],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000056979516,0.000016668298,0.9182918,0.000017955774,0.00004251765,2.9163013e-7,0.032419946,1.8869015e-7,5.769017e-7,0.0010025672,0.00050389074,0.0476979],"study_design_scores_gemma":[0.00019593298,0.000031696196,0.9916829,0.000008302773,0.00024829444,2.3813142e-7,0.004721459,0.00012499296,3.1068518e-7,0.0002910119,0.0025362773,0.00015860435],"about_ca_topic_score_codex":0.0026178712,"about_ca_topic_score_gemma":0.0053933025,"teacher_disagreement_score":0.07339108,"about_ca_system_score_codex":0.000051764437,"about_ca_system_score_gemma":0.0000870512,"threshold_uncertainty_score":0.9997516},"labels":[],"label_agreement":null},{"id":"W2905142819","doi":"10.2196/10078","title":"Reaching Those At Risk for Psychiatric Disorders and Suicidal Ideation: Facebook Advertisements to Recruit Military Veterans","year":2018,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Collins Medical Trust; Oregon Health and Science University; U.S. Department of Veterans Affairs","keywords":"Suicidal ideation; Mental health; Psychiatry; Medicine; Suicide prevention; Depression (economics); Veterans Affairs; Poison control; Medical emergency","score_opus":0.07305347341220132,"score_gpt":0.4483750624337122,"score_spread":0.3753215890215109,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2905142819","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96159434,0.0007263162,0.00013648062,0.0212906,0.004699099,0.010578712,0.00009034327,0.00007952179,0.0008045857],"genre_scores_gemma":[0.98155445,0.0019853082,0.0053507476,0.0032504897,0.002087171,0.0052121133,0.00007686121,0.000036203877,0.00044666952],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9980068,0.0004018441,0.00034960467,0.00035586633,0.00033807976,0.00054776506],"domain_scores_gemma":[0.99884164,0.00036075487,0.00013581583,0.00014711809,0.00004592287,0.00046871632],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0012173313,0.00012581763,0.0001707074,0.00010832834,0.0025945632,0.000017928756,0.00013471876,0.000082888764,0.00007795391],"category_scores_gemma":[0.00022865173,0.00013897903,0.000044545104,0.0002551248,0.00014506755,0.00017241518,0.000038923186,0.00010842164,0.00005398294],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029336585,0.00013821517,0.18684511,0.00015429295,0.000011690425,4.8743036e-8,0.36801374,4.4684285e-7,0.000021958833,0.00037193304,0.014894625,0.4292546],"study_design_scores_gemma":[0.0012139168,0.0013119159,0.49371356,0.00009432776,0.000010423809,4.7448242e-7,0.017963257,0.000053947886,0.000009935525,0.0012821191,0.48407513,0.00027099243],"about_ca_topic_score_codex":0.045854136,"about_ca_topic_score_gemma":0.10480247,"teacher_disagreement_score":0.4691805,"about_ca_system_score_codex":0.0012926175,"about_ca_system_score_gemma":0.00035149214,"threshold_uncertainty_score":0.9987039},"labels":[],"label_agreement":null},{"id":"W2905556852","doi":"10.1136/bmjopen-2018-022931","title":"Comprehensive scoping review of health research using social media data","year":2018,"lang":"en","type":"article","venue":"BMJ Open","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Population and Public Health","funders":"Engineering and Physical Sciences Research Council; Economic and Social Research Council; Medical Research Council; University of Edinburgh; Research Councils UK","keywords":"Social media; Popularity; Medicine; Health informatics; Data science; Knowledge translation; Scopus; Scope (computer science); Public health; Public relations; MEDLINE; Knowledge management; Computer science; World Wide Web; Political science","score_opus":0.9508005854109565,"score_gpt":0.7530282561900653,"score_spread":0.19777232922089116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2905556852","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10993426,0.095187,0.0003389283,0.38398626,0.04578076,0.2856344,0.00031647572,0.00023921923,0.078582704],"genre_scores_gemma":[0.42828262,0.14835037,0.16578618,0.063667744,0.16444337,0.026607983,0.001873054,0.00057300326,0.00041566425],"study_design_codex":"qualitative","study_design_gemma":"systematic_review","domain_scores_codex":[0.99375176,0.003741058,0.0006127219,0.0002970679,0.0011132231,0.00048416932],"domain_scores_gemma":[0.9941014,0.0035504014,0.0004605523,0.00059215416,0.0011393548,0.00015613469],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.021201655,0.00006231392,0.00041215488,0.00007279409,0.001552782,0.000070347036,0.0016200228,0.00007361719,0.00042582615],"category_scores_gemma":[0.022860687,0.00006708353,0.000019822,0.0009807285,0.00089172175,0.00040606537,0.0009174637,0.0001673768,0.00006152966],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008671363,0.00024625147,0.0039524403,0.0542138,0.000043872096,0.0000021969797,0.40321472,7.161281e-8,0.00003099212,0.022011444,0.15525112,0.3609464],"study_design_scores_gemma":[0.0013593743,0.0003309255,0.031754266,0.53960186,0.000055466026,0.0000033502918,0.15805598,0.00007138706,0.000071975795,0.006233257,0.26155293,0.00090922805],"about_ca_topic_score_codex":0.0255081,"about_ca_topic_score_gemma":0.009398172,"teacher_disagreement_score":0.48538807,"about_ca_system_score_codex":0.00030624034,"about_ca_system_score_gemma":0.010271771,"threshold_uncertainty_score":0.99974704},"labels":[],"label_agreement":null},{"id":"W2905578352","doi":"10.18438/eblip29396","title":"Visualization of the Scholarly Output on Evidence Based Librarianship: A Social Network Analysis","year":2018,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"University of Tabriz; Tabriz University of Medical Sciences","keywords":"Social network analysis; Scopus; Centrality; Social connectedness; Scientometrics; Library science; Subject (documents); Bibliometrics; Visualization; Web of science; Data science; Social network (sociolinguistics); Descriptive statistics; Webometrics; World Wide Web; Computer science; MEDLINE; Psychology; Social media; Political science; Data mining; Statistics","score_opus":0.08799795314577671,"score_gpt":0.3791300547874724,"score_spread":0.2911321016416957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2905578352","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.092881665,0.0013930346,0.021588923,0.8548213,0.0065467902,0.0043437406,0.000028234113,0.00049791456,0.017898355],"genre_scores_gemma":[0.9320055,0.0004404156,0.0019863176,0.06388139,0.0014626706,0.00013433977,0.000019779887,0.000009923694,0.000059634778],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9957186,0.0023211068,0.00059139583,0.00018784247,0.00089940656,0.0002816334],"domain_scores_gemma":[0.9858908,0.01225138,0.0010318737,0.00029093126,0.00038977258,0.00014523984],"candidate_categories":["metaresearch","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0029338272,0.00013050149,0.0001920397,0.00029017072,0.0015360563,0.0008753544,0.00045701346,0.00020184743,0.00032797802],"category_scores_gemma":[0.036723312,0.0001135652,0.00010016714,0.0043678503,0.00045278078,0.19674388,0.00005910473,0.00027384816,0.000037482358],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011701046,0.00013680074,0.118799455,0.00022241706,0.000105512896,3.6707138e-7,0.023290813,0.0006245719,0.000010687947,0.8171171,0.009407104,0.02911506],"study_design_scores_gemma":[0.00030930003,0.0003184724,0.49072772,0.0009890425,0.0004234975,2.544647e-7,0.0038936913,0.0053091208,0.00049710576,0.0006302921,0.49661523,0.0002862757],"about_ca_topic_score_codex":0.00021211964,"about_ca_topic_score_gemma":0.0000038239564,"teacher_disagreement_score":0.83912385,"about_ca_system_score_codex":0.000058327256,"about_ca_system_score_gemma":0.0017734872,"threshold_uncertainty_score":0.9997638},"labels":[],"label_agreement":null},{"id":"W2905659098","doi":"10.1016/j.cortex.2018.11.032","title":"Transcending humanness or: Doing the right thing for science","year":2018,"lang":"en","type":"letter","venue":"Cortex","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Journal club; Critical appraisal; Social media; Club; Online community; Psychology; Public relations; Medical education; Sociology; Library science; World Wide Web; Alternative medicine; Political science; Medicine; Computer science","score_opus":0.1311722145832489,"score_gpt":0.43491885144074166,"score_spread":0.30374663685749276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2905659098","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003246971,0.00025461076,0.0007493017,0.9141368,0.057361186,0.0043575875,0.000020112899,0.00022431664,0.01964906],"genre_scores_gemma":[0.059912954,0.00030037703,0.0026579665,0.6954258,0.23190627,0.0045568114,0.00008875047,0.00018586086,0.0049651847],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969881,0.00021898857,0.00032947992,0.00052197895,0.0010003073,0.00094113103],"domain_scores_gemma":[0.994425,0.0044457274,0.00030185303,0.0003693487,0.00035383648,0.000104253115],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0032600865,0.00018438799,0.0002522244,0.00016904795,0.0058777095,0.00038372757,0.0014300038,0.0004740818,0.00041038575],"category_scores_gemma":[0.0026372732,0.00013074838,0.000106985,0.00067454355,0.0022033507,0.00033204546,0.000032227894,0.0008317539,0.000062884465],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009931948,0.000012997131,0.00011163841,0.00022552205,0.000013701186,0.000007634415,0.13451186,1.4225172e-7,0.00003441668,0.0041387235,0.84590375,0.01502967],"study_design_scores_gemma":[0.00007348067,0.00002677782,0.0003159899,0.00015302571,0.000039079085,0.000001046958,0.0025019883,0.000009648645,0.000021114527,0.0012165571,0.99544525,0.00019603505],"about_ca_topic_score_codex":0.001226455,"about_ca_topic_score_gemma":0.0013084523,"teacher_disagreement_score":0.21871103,"about_ca_system_score_codex":0.00069978856,"about_ca_system_score_gemma":0.0028222988,"threshold_uncertainty_score":0.9954165},"labels":[],"label_agreement":null},{"id":"W2908674172","doi":"","title":"A qualitative exploration of cardiovascular health and disease messages surrounding Canadian and U.S. campaigns through Facebook and Twitter","year":2018,"lang":"en","type":"dissertation","venue":"Lu Zone Ul (Laurentian University)","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Health promotion; Thematic analysis; Disease; Narrative; Qualitative research; Psychology; Medicine; Social media; Gerontology; Social psychology; Gender studies; Sociology; Political science; Nursing; Public health; Social science; Pathology","score_opus":0.09606337859958905,"score_gpt":0.3626593957215748,"score_spread":0.2665960171219858,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2908674172","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.963616,0.015126847,0.00090342306,0.0051772115,0.0039034449,0.0051157656,0.00014084211,0.000085446285,0.0059310277],"genre_scores_gemma":[0.9753392,0.01701903,0.00079920015,0.0001921567,0.0006056319,0.00006851858,0.0010575197,0.00005804382,0.004860735],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99772763,0.0008890353,0.00021668311,0.00042881808,0.0003750028,0.00036284648],"domain_scores_gemma":[0.9981758,0.00027963353,0.0002830299,0.0001672772,0.00023917889,0.0008550602],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006612141,0.000195781,0.0004195787,0.0004330598,0.0009349502,0.000070095964,0.000117020216,0.00021970105,0.000045577774],"category_scores_gemma":[0.0004438247,0.00024930926,0.00007791924,0.00041202756,0.00043994392,0.0006603244,0.000018712875,0.00017862386,0.0000020466946],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004812713,0.000016222815,0.0013636359,0.00053970586,0.00017739189,0.000005905017,0.9878026,4.7541093e-7,8.404064e-7,0.0055873953,0.00065108953,0.0038065887],"study_design_scores_gemma":[0.00031772177,0.000060665217,0.0015163376,0.0003493447,0.00024159922,1.8625768e-7,0.85893774,0.0000019511006,0.0000038748635,0.0015138364,0.13680622,0.00025052467],"about_ca_topic_score_codex":0.26727694,"about_ca_topic_score_gemma":0.74145776,"teacher_disagreement_score":0.47418085,"about_ca_system_score_codex":0.00045364123,"about_ca_system_score_gemma":0.0027144554,"threshold_uncertainty_score":0.9999959},"labels":[],"label_agreement":null},{"id":"W2909179759","doi":"10.2215/cjn.09970818","title":"Mentorship in the Digital Age","year":2019,"lang":"en","type":"article","venue":"Clinical Journal of the American Society of Nephrology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Internship; Social media; Mentorship; Medical education; Medicine; Health care; Public relations; Political science; Computer science; World Wide Web","score_opus":0.14516875391388406,"score_gpt":0.46474763995590557,"score_spread":0.3195788860420215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2909179759","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9248155,0.00007242425,0.000003742264,0.07209127,0.0019603916,0.00030593213,0.0000010095374,0.000003024461,0.0007467284],"genre_scores_gemma":[0.97276616,0.00038435034,0.00026602586,0.025324963,0.0012173253,0.000005558193,2.1649662e-7,0.000005487678,0.000029890569],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970122,0.001419883,0.00075330376,0.00009856644,0.00045604148,0.00025998557],"domain_scores_gemma":[0.98941827,0.008782979,0.0013847178,0.00021508773,0.00011506394,0.00008387676],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0046025314,0.00006501289,0.0003993777,0.000021119904,0.00010029307,0.000022085398,0.00095504377,0.000099139244,0.00003098338],"category_scores_gemma":[0.0022663383,0.000039205886,0.00048708322,0.00050493487,0.002482756,0.000091323425,0.000051872004,0.00063283154,0.000011459058],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009726095,0.00027011434,0.9105282,0.000008747634,0.000058278038,0.0000014877504,0.03622963,0.000003383503,0.00006024013,0.000973461,0.02638509,0.025384104],"study_design_scores_gemma":[0.00029416103,0.00035987305,0.69684744,0.000015127969,0.00001704458,0.0000033638044,0.0243452,0.0000027253047,0.0000010600272,0.0020825013,0.27598926,0.000042214717],"about_ca_topic_score_codex":0.00074001076,"about_ca_topic_score_gemma":0.00009984966,"teacher_disagreement_score":0.24960417,"about_ca_system_score_codex":0.00009561713,"about_ca_system_score_gemma":0.00051447266,"threshold_uncertainty_score":0.9147818},"labels":[],"label_agreement":null},{"id":"W2909649737","doi":"10.1503/cmaj.109-5701","title":"Medicine slow to recognize social media as window into the patient experience","year":2019,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Social media; Backlash; Social care; Window (computing); Window of opportunity; Health care; Medicine; Internet privacy; Computer science; Data science; Psychology; World Wide Web; Nursing; Artificial intelligence; Political science; Law","score_opus":0.032750470226109656,"score_gpt":0.3449596507035673,"score_spread":0.31220918047745766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2909649737","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.63061047,0.00012180858,0.000004232328,0.34041074,0.017714506,0.00060816936,0.0000027231465,0.000025134239,0.010502197],"genre_scores_gemma":[0.9442024,0.00019324187,0.000082890256,0.040005665,0.01494207,0.00019042124,0.000005165091,0.000023307184,0.00035483486],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9934144,0.0010584594,0.0006438192,0.00025854624,0.0037028377,0.00092194835],"domain_scores_gemma":[0.99155307,0.004048909,0.00039219105,0.00014095093,0.0009261201,0.0029387453],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00510205,0.0001525543,0.0002941495,0.00022503134,0.0020074432,0.00013656654,0.0007000638,0.0005166694,0.014389805],"category_scores_gemma":[0.067812115,0.00012278146,0.00008710274,0.0010237774,0.00025993015,0.00023422964,0.000028348742,0.0010941342,0.0016497454],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00000894826,0.000015898793,0.03842335,0.0000035026578,0.000021782369,0.000018005785,0.62180245,4.8691214e-7,0.000006008768,0.0019697128,0.096528046,0.24120179],"study_design_scores_gemma":[0.00032071662,0.00006100741,0.045076776,0.000064122796,0.000010894284,0.000008545459,0.108136766,0.0000031101113,0.0000046632754,0.0012968712,0.84486187,0.00015465866],"about_ca_topic_score_codex":0.09477153,"about_ca_topic_score_gemma":0.28867212,"teacher_disagreement_score":0.7483338,"about_ca_system_score_codex":0.0039302907,"about_ca_system_score_gemma":0.008917306,"threshold_uncertainty_score":0.9998934},"labels":[],"label_agreement":null},{"id":"W2910708370","doi":"10.1089/jayao.2018.0125","title":"What Young Women with Breast Cancer Get Versus What They Want in Online Information and Social Media Supports","year":2019,"lang":"en","type":"article","venue":"Journal of Adolescent and Young Adult Oncology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto; St. Michael's Hospital","funders":"Canadian Institutes of Health Research","keywords":"Psychosocial; Medicine; Social media; Social support; Breast cancer; Coping (psychology); Population; Emotional support; Internet privacy; Cancer; Psychology; Social psychology; Clinical psychology; Psychiatry; World Wide Web; Computer science","score_opus":0.02696514834159104,"score_gpt":0.3489783422908694,"score_spread":0.32201319394927835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2910708370","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96637124,0.00039763722,8.9624604e-7,0.019652883,0.013163775,0.0003586337,0.0000069006214,0.0000064966794,0.00004151431],"genre_scores_gemma":[0.9766947,0.021454887,0.00004228476,0.00040582803,0.0013636001,0.00001938103,0.0000065186837,0.000006976038,0.0000057992097],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99849826,0.00021134852,0.00044576495,0.00010023447,0.00039681062,0.0003475617],"domain_scores_gemma":[0.9984797,0.0003082354,0.00056290487,0.00004353095,0.00042848155,0.00017712718],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008366335,0.00010624893,0.0003158272,0.00016843162,0.00015143493,0.00016712397,0.00009941447,0.00018942502,0.00004514858],"category_scores_gemma":[0.00018599202,0.000086526954,0.000021601401,0.00013762529,0.00016979472,0.0026711165,0.000022430819,0.00036248707,0.000002386064],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015760141,0.0001456515,0.39353508,0.00007762609,0.000022064198,0.000008533363,0.42903048,0.000002166083,0.000010243863,0.00013058042,0.0001256576,0.17533593],"study_design_scores_gemma":[0.002371545,0.0002842106,0.64416707,0.0003061356,0.000019867177,0.00003960839,0.34980372,0.0000074101795,0.0000011846629,0.000095819516,0.0028031305,0.00010032423],"about_ca_topic_score_codex":0.0015199019,"about_ca_topic_score_gemma":0.04318528,"teacher_disagreement_score":0.250632,"about_ca_system_score_codex":0.0010372923,"about_ca_system_score_gemma":0.0011806615,"threshold_uncertainty_score":0.9742741},"labels":[],"label_agreement":null},{"id":"W2911642020","doi":"10.1016/j.profnurs.2019.02.005","title":"Hashtags and heroes: perceptions of nursing on Twitter following a high profile nurse arrest","year":2019,"lang":"en","type":"article","venue":"Journal of Professional Nursing","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Research Council Canada","keywords":"Outreach; Nursing; Perception; Social media; Latent Dirichlet allocation; Nurse education; Psychology; Medicine; Topic model; Political science; Computer science; World Wide Web","score_opus":0.06576257348783057,"score_gpt":0.45653961433505724,"score_spread":0.39077704084722664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2911642020","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9603877,0.00017583638,0.00003028202,0.013902008,0.022798873,0.0005878058,0.000001771341,0.000011436656,0.0021042712],"genre_scores_gemma":[0.9951917,0.000019577532,0.002709665,0.00014512091,0.0016026959,0.00001493839,0.0000019186973,0.000017673941,0.00029670628],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9977812,0.0004252226,0.00051589875,0.0001507751,0.00081844325,0.00030845005],"domain_scores_gemma":[0.99783564,0.0010251938,0.00057124376,0.00010483769,0.00025079967,0.00021226172],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001055975,0.00011281842,0.00030681017,0.0002216676,0.00045857797,0.000030841416,0.0001600587,0.00016169921,0.00023656062],"category_scores_gemma":[0.000754107,0.00009816871,0.00011935487,0.0002777618,0.0002685334,0.00038793383,0.0000057959746,0.00046128064,0.000018519302],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00053428684,0.002307619,0.157306,0.00015509778,0.00007489757,0.000010350833,0.68126106,0.000024243856,0.010865279,0.008646494,0.008368056,0.13044661],"study_design_scores_gemma":[0.001649511,0.0006317759,0.57245404,0.019793248,0.00014163823,0.000014753921,0.39445016,0.000047923186,0.0003821448,0.0088395355,0.0012749941,0.00032026292],"about_ca_topic_score_codex":0.00008730099,"about_ca_topic_score_gemma":0.000006936318,"teacher_disagreement_score":0.41514805,"about_ca_system_score_codex":0.00056139467,"about_ca_system_score_gemma":0.00083932857,"threshold_uncertainty_score":0.4003204},"labels":[],"label_agreement":null},{"id":"W2911746652","doi":"10.24869/psihei.2018.183","title":"NEW TECHNOLOGIES: GAINS AND LOSSES","year":2019,"lang":"en","type":"article","venue":"Psihoterapija","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"The Internet; Field (mathematics); Engineering; Public relations; World Wide Web; Political science; Computer science; Mathematics","score_opus":0.08621798882124093,"score_gpt":0.4041116357353773,"score_spread":0.31789364691413635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2911746652","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95369434,0.0014809872,0.00008884272,0.024433406,0.004373411,0.00093330414,0.0000012098667,0.00041820575,0.0145762935],"genre_scores_gemma":[0.99500483,0.00089679856,0.0024443867,0.00026339886,0.00046836233,0.00006118195,0.0000013787502,0.000009249594,0.0008504331],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99923587,0.000052974767,0.000105994295,0.00016946245,0.00018387566,0.0002518501],"domain_scores_gemma":[0.99908394,0.00058850035,0.000049873808,0.0001456945,0.000038379367,0.000093627765],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023370927,0.00006144652,0.00009908063,0.000069709284,0.00017223887,0.00005234705,0.00015246663,0.00012333633,0.00032470215],"category_scores_gemma":[0.0009974141,0.000062629355,0.00001785424,0.00027014222,0.000113155525,0.00015522349,0.000023545212,0.000107413674,0.00023968908],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009861571,0.000030950672,0.32142693,0.000052484273,0.000011604307,0.0000010747324,0.07040899,3.203754e-7,0.00024738972,0.03954449,0.0063135284,0.56195235],"study_design_scores_gemma":[0.000323827,0.00007009888,0.06168276,0.000054318218,0.000007637691,9.0974765e-7,0.023375846,0.000006317681,0.00032840925,0.020104332,0.8938183,0.0002272435],"about_ca_topic_score_codex":0.0037974403,"about_ca_topic_score_gemma":0.00051182107,"teacher_disagreement_score":0.88750476,"about_ca_system_score_codex":0.00007539095,"about_ca_system_score_gemma":0.0002890206,"threshold_uncertainty_score":0.57406193},"labels":[],"label_agreement":null},{"id":"W2912286261","doi":"10.1007/bf03405418","title":"The Journal in the Electronic Age","year":2007,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychology","score_opus":0.1597662293501018,"score_gpt":0.42959777803707033,"score_spread":0.26983154868696857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2912286261","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48484167,0.007822527,0.00041192534,0.49390808,0.0079327095,0.0005667714,9.088454e-7,0.0000043468017,0.004511066],"genre_scores_gemma":[0.9903675,0.0019917702,0.00004488795,0.0044839196,0.0030524828,0.0000042844235,3.741612e-7,0.00000767757,0.000047147114],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99494994,0.002097056,0.0006664935,0.000053018593,0.0005756057,0.001657919],"domain_scores_gemma":[0.9937668,0.0032606225,0.00052812597,0.00011996144,0.00032854284,0.001995938],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.067342825,0.00006281368,0.00013393337,0.0003445972,0.0023877353,0.00028462338,0.00081770273,0.00007926451,0.000055002827],"category_scores_gemma":[0.012881131,0.000040676023,0.000051501782,0.0009895976,0.00033363825,0.00026239414,0.000002756824,0.0011154347,0.0000062078216],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0000056009408,0.000027386033,0.061532345,0.000007970339,0.000012511501,0.00006800483,0.37553367,0.0000010188505,3.9302452e-7,0.110473625,0.027015256,0.4253222],"study_design_scores_gemma":[0.00009955466,0.000084095824,0.12514293,0.000014614619,0.0000013662764,0.000064249754,0.07853587,2.771567e-7,8.413733e-8,0.0032716573,0.7927515,0.000033803244],"about_ca_topic_score_codex":0.16865313,"about_ca_topic_score_gemma":0.9512784,"teacher_disagreement_score":0.78262526,"about_ca_system_score_codex":0.0043210303,"about_ca_system_score_gemma":0.070879154,"threshold_uncertainty_score":0.9995012},"labels":[],"label_agreement":null},{"id":"W2912511842","doi":"10.2196/12024","title":"Effects of Mock Facebook Workday Comments on Public Perception of Professional Credibility: A Field Study in Canada","year":2019,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo; University of Guelph; University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Credibility; Psychology; Mediation; Social psychology; Public health; Test (biology); Applied psychology; Nursing; Medicine; Political science","score_opus":0.19685251541363918,"score_gpt":0.5359621026855321,"score_spread":0.33910958727189294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2912511842","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97725046,0.000040238363,0.0000026287676,0.017379455,0.0031199027,0.0016150728,4.5373184e-7,0.0000014068737,0.0005903967],"genre_scores_gemma":[0.99912953,0.0000632905,0.0000093180815,0.0001629103,0.00032107564,0.00007496441,4.081896e-7,0.000004995582,0.00023352337],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.990815,0.00297358,0.0007018326,0.00013069919,0.0050356234,0.0003432925],"domain_scores_gemma":[0.9868568,0.011757863,0.0002888894,0.00012277835,0.0006079598,0.00036571207],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.012061701,0.00006164416,0.00031262645,0.00030203353,0.00004509581,0.000014152565,0.00070591556,0.00015905617,0.0021324311],"category_scores_gemma":[0.025358116,0.000048702113,0.000045713427,0.00041733327,0.00015912467,0.000103561004,0.0001091006,0.0013530238,0.000009266287],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027333584,0.001514685,0.91092896,0.0002244837,0.000030989675,0.00001863162,0.040666584,7.098669e-7,0.00004645736,0.00014893294,0.011226215,0.034920007],"study_design_scores_gemma":[0.0018678834,0.0023484288,0.8928791,0.0020237188,0.000007046987,0.0000012272933,0.09572536,0.00016532445,0.00022221872,0.0003688409,0.004310185,0.00008063589],"about_ca_topic_score_codex":0.74137336,"about_ca_topic_score_gemma":0.6188818,"teacher_disagreement_score":0.12249151,"about_ca_system_score_codex":0.001500158,"about_ca_system_score_gemma":0.008874866,"threshold_uncertainty_score":0.9987798},"labels":[],"label_agreement":null},{"id":"W2913450601","doi":"10.1097/acm.0000000000002536","title":"Technologies of Exposure: Videoconferenced Distributed Medical Education as a Sociomaterial Practice","year":2018,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Videoconferencing; Curriculum; Accreditation; Sociology; Medical education; Unintended consequences; Public relations; Pedagogy; Psychology; Multimedia; Medicine; Computer science; Political science","score_opus":0.08108306863979167,"score_gpt":0.4844468584451601,"score_spread":0.40336378980536847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2913450601","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7039013,0.0011617367,0.0002519427,0.27041432,0.013735301,0.0012706133,0.0000041323988,0.0003779827,0.008882699],"genre_scores_gemma":[0.9907658,0.0019559078,0.00019871535,0.0014377293,0.0051810974,0.00035466076,0.000030038447,0.0000103317225,0.000065719454],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99716973,0.00046410068,0.00060314155,0.00024839214,0.0011587734,0.00035583493],"domain_scores_gemma":[0.9956489,0.0026377782,0.0004962952,0.00021735764,0.0007646291,0.00023501685],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003058308,0.00011624148,0.00028340015,0.00013604223,0.00030069088,0.0000063088382,0.0005530709,0.0007587807,0.0011892128],"category_scores_gemma":[0.19707847,0.00010192776,0.00002068763,0.0007124299,0.0027631652,0.00026088228,0.00005628778,0.0004490412,0.00007655766],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026882082,0.00015230983,0.018942548,0.00015672432,0.0000567753,0.0000032800908,0.33962238,3.1833764e-8,0.003268779,0.35773146,0.07757003,0.20222685],"study_design_scores_gemma":[0.0011125426,0.00074385223,0.0055738688,0.00092720374,0.0001174487,0.000016723156,0.3369448,0.000006358448,0.0030563455,0.055649012,0.59556985,0.0002819916],"about_ca_topic_score_codex":0.0071512596,"about_ca_topic_score_gemma":0.00015248703,"teacher_disagreement_score":0.5179998,"about_ca_system_score_codex":0.00022655446,"about_ca_system_score_gemma":0.005000908,"threshold_uncertainty_score":0.99995077},"labels":[],"label_agreement":null},{"id":"W2913695426","doi":"10.4300/jgme-d-18-01093.1","title":"Finding Your People in the Digital Age: Virtual Communities of Practice to Promote Education Scholarship","year":2019,"lang":"en","type":"editorial","venue":"Journal of Graduate Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":82,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Scholarship; Mentorship; Community of practice; Public relations; Sociology; Medical education; Computer science; Knowledge management; Pedagogy; Medicine; Political science","score_opus":0.11993471954950334,"score_gpt":0.4707990157139204,"score_spread":0.35086429616441706,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2913695426","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21978562,0.00034038935,0.000011827537,0.042537145,0.7345971,0.001309433,0.000010466466,0.000009057581,0.001398966],"genre_scores_gemma":[0.4161225,0.0013915364,0.0005125927,0.0008587758,0.5803893,0.00023862398,0.0001883974,0.00004460342,0.00025369346],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9908346,0.0021785926,0.0013985906,0.00018788739,0.004992292,0.0004080605],"domain_scores_gemma":[0.9781709,0.015355898,0.0025072626,0.00042615295,0.0030199976,0.00051978836],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0127675375,0.00023251893,0.0005991953,0.0006917108,0.00034142903,0.00038115485,0.001562692,0.0007748659,0.00006174326],"category_scores_gemma":[0.28552386,0.00019589764,0.00015397929,0.0012572549,0.00025375804,0.0011191118,0.00006613529,0.0032114652,0.000033133998],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008714489,0.0016720529,0.0017519546,0.00018771827,0.000030752744,0.0000019871327,0.34123912,0.0000017444032,0.0000010713987,0.0009131962,0.5279015,0.12621178],"study_design_scores_gemma":[0.00023017985,0.00034812832,0.005540112,0.0018163457,0.00008247751,0.000009534585,0.19418782,9.773978e-7,0.000001327626,0.0008857182,0.79672295,0.00017441559],"about_ca_topic_score_codex":0.0080854725,"about_ca_topic_score_gemma":0.0028119846,"teacher_disagreement_score":0.27275634,"about_ca_system_score_codex":0.0013530024,"about_ca_system_score_gemma":0.053660095,"threshold_uncertainty_score":0.99908817},"labels":[],"label_agreement":null},{"id":"W2914491402","doi":"10.2196/11686","title":"Digital Presence of a Research Center as a Research Dissemination Platform: Reach and Resources","year":2019,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Drug Abuse","keywords":"Social media; Dissemination; Information Dissemination; World Wide Web; Center of excellence; Analytics; Computer science; Microblogging; Data science; Telecommunications","score_opus":0.15925611835044956,"score_gpt":0.5571390837372415,"score_spread":0.39788296538679196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2914491402","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9619219,0.00031448193,1.4670995e-7,0.011133899,0.00065101386,0.0036435197,0.000024182431,0.000028135599,0.022282762],"genre_scores_gemma":[0.99595624,0.0004185289,0.00004423529,0.000039179424,0.00029660418,0.00040464464,0.000027928969,0.000012865453,0.0027997831],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.996081,0.00074005435,0.00032094424,0.0003183169,0.0018105999,0.0007290637],"domain_scores_gemma":[0.9962017,0.0028103006,0.00011919321,0.00020777788,0.00030186443,0.00035915317],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005973626,0.0000727176,0.00016698419,0.0003123485,0.00087050645,0.00010931357,0.00025787728,0.000112109396,0.000101460064],"category_scores_gemma":[0.0017397455,0.00007262976,0.000022722508,0.00091837614,0.00072226883,0.000506672,0.00012749461,0.00044236815,0.00009926579],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002187957,0.0004483963,0.21641937,0.0005928065,0.000005585859,6.9253343e-7,0.62143284,3.405918e-8,0.0001257987,0.009433624,0.009498885,0.14182319],"study_design_scores_gemma":[0.0007597098,0.0015328901,0.23780103,0.0014918915,9.601151e-7,0.000004790308,0.46233207,0.000029794448,0.00016362254,0.003618261,0.29205537,0.00020962268],"about_ca_topic_score_codex":0.01268736,"about_ca_topic_score_gemma":0.0011068311,"teacher_disagreement_score":0.28255647,"about_ca_system_score_codex":0.00079137966,"about_ca_system_score_gemma":0.00077719,"threshold_uncertainty_score":0.99388725},"labels":[],"label_agreement":null},{"id":"W2915149873","doi":"10.1177/1477971419827318","title":"Adult learners’ perceptions of self-directed learning and digital technology usage in continuing professional education: An update for the digital age","year":2019,"lang":"en","type":"article","venue":"Journal of Adult and Continuing Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":141,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Roads University; Memorial University of Newfoundland","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Autodidacticism; Lifelong learning; Informal learning; Adult education; Psychology; Medical education; Educational technology; Thematic analysis; Digital learning; Professional learning community; Professional development; Knowledge management; Pedagogy; Medicine; Computer science; Qualitative research; Sociology","score_opus":0.010365755184823924,"score_gpt":0.33551649897182795,"score_spread":0.32515074378700404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2915149873","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99224955,0.00037615397,0.0000092098935,0.0038427846,0.0023975382,0.0007325085,0.000002293874,0.00003614265,0.00035379283],"genre_scores_gemma":[0.9975285,0.0004471807,0.00089404563,0.0000356811,0.0006208878,0.0000857789,0.000011319011,0.000011799452,0.0003648325],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9988861,0.00010939747,0.00044605226,0.00014876926,0.00021732575,0.00019231906],"domain_scores_gemma":[0.99763346,0.0007567397,0.0005718399,0.0000764326,0.000864603,0.00009689889],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005190528,0.00009356367,0.00021043827,0.0002576014,0.00019048864,0.0001823927,0.0001401873,0.00013444797,0.00001428922],"category_scores_gemma":[0.0031842287,0.00007909991,0.00004208013,0.00034657153,0.00016499263,0.00074884854,0.000018732515,0.00031899728,0.0000015886268],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003737593,0.00026840912,0.44321477,0.000047634396,0.000010224018,1.1612129e-7,0.09797741,9.4217353e-7,0.00017023034,0.0017971564,0.00009878163,0.45637694],"study_design_scores_gemma":[0.000783148,0.0003143697,0.26230833,0.0011468324,0.00005455263,0.000016968746,0.7181289,0.00016546185,0.000023743014,0.001607456,0.015246182,0.00020405397],"about_ca_topic_score_codex":0.00010472131,"about_ca_topic_score_gemma":0.00014038567,"teacher_disagreement_score":0.6201515,"about_ca_system_score_codex":0.00010182465,"about_ca_system_score_gemma":0.0006414455,"threshold_uncertainty_score":0.38120493},"labels":[],"label_agreement":null},{"id":"W2915901250","doi":"10.18546/rfa.03.1.02","title":"#WhyWeDoResearch: Raising research awareness and opportunities for patients, public and staff through Twitter","year":2019,"lang":"en","type":"article","venue":"Research for All","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Public relations; Social media; Public health; Health care; Political science; Medicine; Nursing","score_opus":0.8379059784642793,"score_gpt":0.6080311505205613,"score_spread":0.22987482794371794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2915901250","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9406041,0.00051758986,0.00006044059,0.047585644,0.0008313051,0.0072149686,0.00004720604,0.00003785833,0.0031008965],"genre_scores_gemma":[0.9908819,0.002447227,0.00056775095,0.000132886,0.0007216377,0.0035213195,0.000075957774,0.00004540829,0.0016059111],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99416643,0.0015686116,0.00026518028,0.00049771566,0.0018249842,0.0016770877],"domain_scores_gemma":[0.97905546,0.017169405,0.000054174703,0.0002744775,0.0029333632,0.000513139],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.015069995,0.00011187963,0.00022084735,0.00044777629,0.0021716806,0.0005817873,0.00039067277,0.00020367629,0.0000968238],"category_scores_gemma":[0.016485274,0.00010995071,0.000040703173,0.00048206907,0.001411323,0.0007578136,0.0002259703,0.00048147092,0.000014021881],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005604941,0.0007956401,0.14930266,0.0024063888,0.00009761538,0.0000024848878,0.22196192,2.710069e-7,0.0001575318,0.2708275,0.097431675,0.2564558],"study_design_scores_gemma":[0.00089632254,0.000769286,0.008065094,0.00008248954,0.000003442002,1.8581726e-7,0.056498643,0.00004814799,0.000031747608,0.041939076,0.8915051,0.00016044518],"about_ca_topic_score_codex":0.0049250517,"about_ca_topic_score_gemma":0.0010077853,"teacher_disagreement_score":0.79407346,"about_ca_system_score_codex":0.00044369412,"about_ca_system_score_gemma":0.0021028093,"threshold_uncertainty_score":0.9991273},"labels":[],"label_agreement":null},{"id":"W2921303648","doi":"10.2196/11024","title":"Continuous Glucose Monitoring in the Real World Using Photosurveillance of #Dexcom on Instagram: Exploratory Mixed Methods Study","year":2019,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Exploratory research; Social media; Medicine; Computer science; World Wide Web; Sociology","score_opus":0.15941614714246835,"score_gpt":0.46728274023889127,"score_spread":0.30786659309642295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2921303648","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9881932,0.0005945699,0.000012202759,0.0026572999,0.0035803653,0.0037963092,0.000005074149,0.0000532479,0.0011077211],"genre_scores_gemma":[0.99757665,0.00053916837,0.00045130885,0.00032276998,0.0004581984,0.00061031035,0.000003763933,0.000018477025,0.00001934504],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98988825,0.0074946745,0.0007215381,0.0004179865,0.000677863,0.0007996671],"domain_scores_gemma":[0.9936957,0.004852516,0.0004642864,0.00041457018,0.0002028823,0.0003700976],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01633813,0.00017535413,0.0005705776,0.00028729715,0.00042197297,0.000097088734,0.00037580702,0.000101312246,0.000011880323],"category_scores_gemma":[0.0023966974,0.0001516685,0.000042434327,0.0016866161,0.00017842806,0.0002220149,0.000043065964,0.00039553593,0.0000040002055],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030455205,0.0002565202,0.85971993,0.00007624558,0.0000051019397,7.6807305e-7,0.076034784,0.0000013337815,0.0000133608255,0.0004839915,0.000035778517,0.06334172],"study_design_scores_gemma":[0.00056233455,0.0002604775,0.8775911,0.00003198134,3.0173237e-7,2.0984504e-7,0.10289861,0.00002996372,0.000003616272,0.00004909004,0.01842743,0.00014490777],"about_ca_topic_score_codex":0.016652625,"about_ca_topic_score_gemma":0.015417487,"teacher_disagreement_score":0.063196816,"about_ca_system_score_codex":0.00044185665,"about_ca_system_score_gemma":0.001846372,"threshold_uncertainty_score":0.9898956},"labels":[],"label_agreement":null},{"id":"W2925674819","doi":"10.2196/10812","title":"Perceptions of Food Hypersensitivity Expertise on Social Media: Qualitative Study","year":2019,"lang":"en","type":"article","venue":"Interactive Journal of Medical Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"AAIR Charity; Coeliac UK; Food Standards Agency","keywords":"Qualitative research; Perception; Social media; Psychology; Food hypersensitivity; Social psychology; Sociology; Medicine; Food allergy; Computer science; World Wide Web; Social science","score_opus":0.417481397177479,"score_gpt":0.6395742161556551,"score_spread":0.22209281897817612,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2925674819","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97563994,0.000045358644,0.000014370619,0.017547742,0.0033033588,0.00071498525,0.000006036394,0.000005818262,0.0027223984],"genre_scores_gemma":[0.9975507,0.00012029744,0.000026283782,0.000080741855,0.0021361366,0.000047910195,6.794609e-7,0.000011976128,0.000025238425],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9831607,0.009081106,0.00062582927,0.00018135172,0.006529222,0.0004218346],"domain_scores_gemma":[0.9504605,0.045739114,0.0004162162,0.00012867906,0.0027277945,0.00052770117],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.019439857,0.00009293884,0.00042506098,0.00052158075,0.00034660098,0.000033499844,0.0005087593,0.00021389838,0.0016821953],"category_scores_gemma":[0.09726994,0.00007879643,0.00014611705,0.0006857777,0.00084919104,0.00030249407,0.00007786871,0.0019019004,0.000106952524],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003889575,0.0015498503,0.0012578453,0.000014285289,0.00007530659,0.000016404187,0.93676895,1.6377648e-7,0.00021444744,0.0014747054,0.0011927114,0.057046376],"study_design_scores_gemma":[0.00077881,0.0015710065,0.030138273,0.00020985107,0.000009874181,0.000002661048,0.96478796,0.0000047366148,0.00012790115,0.00082478154,0.001477736,0.00006640411],"about_ca_topic_score_codex":0.001665858,"about_ca_topic_score_gemma":0.0017978708,"teacher_disagreement_score":0.07783008,"about_ca_system_score_codex":0.0009874178,"about_ca_system_score_gemma":0.002463517,"threshold_uncertainty_score":0.9992304},"labels":[],"label_agreement":null},{"id":"W2927968381","doi":"10.2196/11971","title":"Not Just a Medical Student: Delivering Medical Education Through a Short Video Series on Social Media","year":2019,"lang":"en","type":"article","venue":"JMIR Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Goddard Space Flight Center; King's College London; British Medical Association; Royal Society","keywords":"Social media; Curriculum; Medical education; Innovator; Globe; Public relations; Medicine; Psychology; Political science; Pedagogy; Ophthalmology","score_opus":0.07679782440204955,"score_gpt":0.4774798160106583,"score_spread":0.40068199160860873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2927968381","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81374747,0.00029193025,0.000020339998,0.13381758,0.0354359,0.0022845163,0.000004048459,0.00028218766,0.014116002],"genre_scores_gemma":[0.9612682,0.0011079011,0.00021156987,0.01597283,0.01719085,0.0036429022,0.00016126603,0.00006786894,0.00037664227],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98793846,0.0009797103,0.0010390568,0.0008322882,0.008261748,0.0009487083],"domain_scores_gemma":[0.9939429,0.002665781,0.00029692982,0.00045159867,0.00060496357,0.0020378195],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0035162515,0.0003665588,0.00056572683,0.0002549996,0.0009283161,0.00013836194,0.0012610703,0.0014571173,0.017421098],"category_scores_gemma":[0.040380526,0.00037527172,0.00017556617,0.0010792178,0.0009144334,0.0007765715,0.0001513743,0.0013950448,0.0009927835],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013673285,0.0034903917,0.017341815,0.00024618296,0.000046715395,0.0000067420738,0.2602091,2.2649895e-7,0.00000757656,0.08475946,0.043980766,0.5897743],"study_design_scores_gemma":[0.0014341308,0.00026435143,0.21459657,0.002082589,0.00009946649,0.000037830025,0.16192335,0.00007972242,0.000054839194,0.002933955,0.6152832,0.0012099848],"about_ca_topic_score_codex":0.003313541,"about_ca_topic_score_gemma":0.00408165,"teacher_disagreement_score":0.5885643,"about_ca_system_score_codex":0.0014084915,"about_ca_system_score_gemma":0.042884313,"threshold_uncertainty_score":0.99986994},"labels":[],"label_agreement":null},{"id":"W2930122242","doi":"10.2196/13870","title":"A New Tool for Public Health Opinion to Give Insight Into Telemedicine: Twitter Poll Analysis","year":2019,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Telemedicine; Public opinion; Order (exchange); Internet privacy; Social media; Public health; Coronavirus disease 2019 (COVID-19); Health care; Public relations; Opinion poll; Computer science; World Wide Web; Business; Advertising; Political science; Medicine; Nursing","score_opus":0.2514904200521373,"score_gpt":0.5535597381543744,"score_spread":0.30206931810223714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2930122242","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48911393,0.00038969555,0.011306734,0.4641349,0.0058996663,0.01988211,0.000027677694,0.00015283408,0.009092467],"genre_scores_gemma":[0.9878225,0.00016258322,0.0025792462,0.0021724133,0.002194138,0.0037970236,0.00008525009,0.000023557694,0.0011632976],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9952921,0.0011252029,0.00048595053,0.00034499753,0.0015702302,0.0011814872],"domain_scores_gemma":[0.9945536,0.0030476158,0.00016483123,0.00032562236,0.0010199889,0.0008882904],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006662241,0.00012584384,0.0003764936,0.0013556394,0.0009708956,0.00016894173,0.0004968396,0.0001438049,0.00063364144],"category_scores_gemma":[0.0035039287,0.00011404064,0.00011992795,0.0053861146,0.00015857705,0.0006856233,0.000108462795,0.00041414204,0.0005618168],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004189444,0.0000799484,0.02041813,0.00014722341,0.00007755461,7.708916e-8,0.8057086,0.0000010695034,0.00000953002,0.007074863,0.0787311,0.08771004],"study_design_scores_gemma":[0.00048306203,0.0006958613,0.08465172,0.00005276084,0.0000051381676,8.620809e-8,0.052948248,0.00006710421,0.000013734089,0.0012926855,0.8596422,0.0001473638],"about_ca_topic_score_codex":0.020573063,"about_ca_topic_score_gemma":0.0030056573,"teacher_disagreement_score":0.78091115,"about_ca_system_score_codex":0.0019104133,"about_ca_system_score_gemma":0.00434877,"threshold_uncertainty_score":0.98594904},"labels":[],"label_agreement":null},{"id":"W2930694141","doi":"10.3138/jvme.0717-091r2","title":"Lessons Learned from a Pilot Study Implementing a Team-Based Messaging Application (Slack) to Improve Communication and Teamwork in Veterinary Medical Education","year":2019,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Teamwork; Medical education; Medicine; Veterinary medicine; Political science","score_opus":0.18359906046813687,"score_gpt":0.5027442348414081,"score_spread":0.31914517437327117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2930694141","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9526531,0.00062551687,0.00016755333,0.040811643,0.0030750064,0.0020915538,0.0000019896195,0.00003257511,0.00054104795],"genre_scores_gemma":[0.9939138,0.00053632876,0.0019511135,0.0015813708,0.0011497436,0.0007804517,0.00002891283,0.000032195177,0.000026048558],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99448675,0.001764196,0.0012008091,0.00042840405,0.0016591031,0.0004607125],"domain_scores_gemma":[0.9955064,0.0018913954,0.00084268075,0.0004587878,0.00043205227,0.00086869247],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0071787164,0.00020762312,0.0004366177,0.0004963234,0.0003846088,0.00010539641,0.0007387577,0.00020496632,0.00048741323],"category_scores_gemma":[0.01097226,0.00022083225,0.00005548652,0.0007868827,0.00015684387,0.0005156798,0.00016181439,0.00081928825,0.000024918936],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006598976,0.0062721227,0.15871768,0.00013894826,0.000038373168,0.0000047781914,0.05153284,0.0000052029163,0.0015127041,0.00095646636,0.000802308,0.7793587],"study_design_scores_gemma":[0.004734824,0.0093454765,0.6680646,0.00335062,0.0001396855,0.000054501277,0.15413347,0.0011087835,0.000036891626,0.0045212638,0.15365815,0.00085174455],"about_ca_topic_score_codex":0.010354251,"about_ca_topic_score_gemma":0.0014699191,"teacher_disagreement_score":0.77850693,"about_ca_system_score_codex":0.00092893746,"about_ca_system_score_gemma":0.011540652,"threshold_uncertainty_score":0.99735874},"labels":[],"label_agreement":null},{"id":"W2933228497","doi":"10.9734/ajmah/2019/v14i430105","title":"The Most Cited Mesh Terms and Authors who Published Papers in Pubmed Central on the Topic of Medicine and Health Using Bibliometric Analyses","year":2019,"lang":"en","type":"article","venue":"Asian Journal of Medicine and Health","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Bibliometrics; Bootstrapping (finance); Index (typography); Computer science; Impact factor; Data science; Information retrieval; Data mining; World Wide Web; Mathematics; Political science; Econometrics","score_opus":0.2658525886888541,"score_gpt":0.47920531227977076,"score_spread":0.21335272359091667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2933228497","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.50225973,0.0059021246,0.00000277582,0.4890482,0.0013776389,0.0006875305,0.0000010717198,0.0000030141505,0.0007178795],"genre_scores_gemma":[0.97404474,0.019784931,0.000034842706,0.0050328765,0.0010654401,0.0000073209458,0.0000014308099,0.000007770353,0.000020647773],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966342,0.00096720154,0.0009114735,0.00016363896,0.0007586599,0.0005648268],"domain_scores_gemma":[0.9960462,0.0019382201,0.0010380431,0.00013687993,0.00014965156,0.00069100555],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013472178,0.00011774745,0.00058841193,0.0036454876,0.00052279455,0.00004405404,0.00018756074,0.00008299369,0.000037147645],"category_scores_gemma":[0.005936107,0.000061596395,0.00002270518,0.009825579,0.00074799574,0.00016875431,0.000018302704,0.0004666089,6.674327e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051944724,0.000030724925,0.6768249,0.00016441205,0.000033092056,0.0000017830649,0.06989064,7.6606625e-7,0.000005316459,0.003270532,0.0062757065,0.24345013],"study_design_scores_gemma":[0.0010236917,0.0006759817,0.94813704,0.0006202861,0.000016006528,0.000008277267,0.04467137,0.000024735034,5.508505e-7,0.0006789627,0.004096066,0.00004704329],"about_ca_topic_score_codex":0.014944165,"about_ca_topic_score_gemma":0.0036538502,"teacher_disagreement_score":0.48401535,"about_ca_system_score_codex":0.00027202634,"about_ca_system_score_gemma":0.0011156816,"threshold_uncertainty_score":0.9916154},"labels":[],"label_agreement":null},{"id":"W2935092948","doi":"10.1038/s41585-019-0180-8","title":"Internet information on focal prostate cancer therapy: help or hindrance?","year":2019,"lang":"en","type":"review","venue":"Nature Reviews Urology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sinai Health System; Women's College Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Misinformation; Prostate cancer; Ablative case; The Internet; Oncology; Prostate; Medical physics; Internal medicine; Gynecology; Cancer; Radiation therapy; World Wide Web","score_opus":0.2117061047487601,"score_gpt":0.4966901854919915,"score_spread":0.28498408074323145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2935092948","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000038560497,0.9628273,0.0000027747337,0.0026167447,0.02133347,0.010674277,0.000034673954,0.000070216294,0.0024366605],"genre_scores_gemma":[0.000005521158,0.98518413,0.00004390645,0.0045532053,0.0029603036,0.0064092423,0.00015154161,0.000038789814,0.0006533296],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99519,0.0021752797,0.0011192204,0.00043553472,0.00045414962,0.000625803],"domain_scores_gemma":[0.99580586,0.0019812207,0.0014215546,0.00042932708,0.00018757471,0.00017444341],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.002003658,0.00044744412,0.0021358482,0.00028096925,0.00017671986,0.00006721612,0.0007051945,0.0023286697,0.00081140286],"category_scores_gemma":[0.0043984735,0.0002962185,0.00039532094,0.0008464519,0.00018506928,0.0003115764,0.000042639975,0.0024911258,0.0019262979],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003331741,0.000023862165,0.000024471938,0.005863857,0.000028683186,7.4610176e-7,0.0036310363,6.218695e-8,1.8882766e-9,0.0015555633,0.017205749,0.97163266],"study_design_scores_gemma":[0.0001415866,0.00017744256,0.000016041333,0.0035301347,0.00015295416,0.0000033310323,0.000030872998,4.4871516e-7,2.9412709e-8,0.000051644703,0.99562675,0.00026876398],"about_ca_topic_score_codex":0.0006751074,"about_ca_topic_score_gemma":0.0008249325,"teacher_disagreement_score":0.978421,"about_ca_system_score_codex":0.0007757716,"about_ca_system_score_gemma":0.002820769,"threshold_uncertainty_score":0.999949},"labels":[],"label_agreement":null},{"id":"W2935795234","doi":"","title":"International Comparison of Oncology Centers' Webpage Messaging","year":2019,"lang":"en","type":"article","venue":"PDXScholar  (Portland State University)","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; World Wide Web; Oncology; Computer science","score_opus":0.05639096808688816,"score_gpt":0.37053328095537524,"score_spread":0.3141423128684871,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2935795234","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79571587,0.000019902933,0.000068983274,0.0014413198,0.002947999,0.00031747026,0.0000095992955,0.0000317912,0.19944708],"genre_scores_gemma":[0.9969293,0.000254375,0.00030060892,0.000037589423,0.00009648628,0.0000011416887,0.000020919151,0.0000057581155,0.002353806],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99889034,0.00024170357,0.00018186159,0.00016797717,0.0002972693,0.00022087622],"domain_scores_gemma":[0.9989766,0.00038266007,0.00022838199,0.00010656779,0.00017770656,0.00012806983],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000525525,0.00006401586,0.00018483413,0.0002416037,0.00019240487,0.000019710395,0.00030388936,0.0000847697,0.00053689565],"category_scores_gemma":[0.00025579912,0.00007724716,0.000047271715,0.0003129254,0.0001102526,0.0003660986,0.000048101392,0.00021631685,0.000056993853],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005585615,0.00011671887,0.9555509,0.000015477191,0.000029770395,0.000007477038,0.03008211,0.000018910336,0.00012038736,0.0049076467,0.00033289663,0.0087618185],"study_design_scores_gemma":[0.00049545453,0.000050713556,0.04741148,0.000018723507,0.000012491705,2.3696933e-7,0.017488198,0.000042459447,0.00006637931,0.00007630775,0.93425596,0.00008157387],"about_ca_topic_score_codex":0.002384831,"about_ca_topic_score_gemma":0.0010447229,"teacher_disagreement_score":0.93392307,"about_ca_system_score_codex":0.0004201609,"about_ca_system_score_gemma":0.00038787595,"threshold_uncertainty_score":0.5878631},"labels":[],"label_agreement":null},{"id":"W2936565412","doi":"10.1016/j.invent.2019.100246","title":"Facebook ads to the rescue? Recruiting a hard to reach population into an Internet-based behavioral health intervention trial","year":2019,"lang":"en","type":"article","venue":"Internet Interventions","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":64,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Centre for Family Medicine; Dalhousie University; Izaak Walton Killam Health Centre; Nova Scotia Health Authority","funders":"Canadian Institutes of Health Research; Canadian Internet Registration Authority; Public Health Agency of Canada","keywords":"Analytics; Descriptive statistics; The Internet; Intervention (counseling); Social media; Population; Psychology; Internet privacy; Medicine; Advertising; Computer science; Business; World Wide Web; Psychiatry; Environmental health; Data science; Statistics","score_opus":0.2961023803555403,"score_gpt":0.5244168373730236,"score_spread":0.22831445701748326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2936565412","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95220315,0.00007453497,0.006446487,0.01449924,0.015054234,0.010807892,0.000022982204,0.00028383103,0.00060761895],"genre_scores_gemma":[0.9863631,0.0000026705497,0.0020120519,0.0010825514,0.0013018519,0.005041804,0.00022014974,0.00005366939,0.00392216],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9944742,0.0020617417,0.0013392838,0.0006969118,0.00073308975,0.0006948095],"domain_scores_gemma":[0.99755263,0.00042529413,0.000465799,0.0006299367,0.00033804067,0.000588315],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004342874,0.00026281626,0.0004091994,0.00049074745,0.00041944993,0.00041374282,0.00097164843,0.00019550955,0.0020543754],"category_scores_gemma":[0.0015988462,0.0002561749,0.0005375126,0.0006829884,0.00008795202,0.00049061765,0.00016803168,0.00048525477,0.0014294488],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0048913835,0.0027580045,0.027796024,0.00042712348,0.000102697544,0.0000027532883,0.36483428,0.00019950334,0.00010123543,0.016188521,0.023164855,0.5595336],"study_design_scores_gemma":[0.023589306,0.02450319,0.15521337,0.01304772,0.0002996042,0.0000062029594,0.09510642,0.0025778906,0.00067212636,0.0028085478,0.67971843,0.0024571745],"about_ca_topic_score_codex":0.22959517,"about_ca_topic_score_gemma":0.2162713,"teacher_disagreement_score":0.6565536,"about_ca_system_score_codex":0.0020091382,"about_ca_system_score_gemma":0.0003177977,"threshold_uncertainty_score":0.99998903},"labels":[],"label_agreement":null},{"id":"W2937289676","doi":"10.2196/14352","title":"Metadata Correction: Perception of Plastic Surgery and the Role of Media Among Medical Students: Cross-Sectional Study","year":2019,"lang":"en","type":"erratum","venue":"Interactive Journal of Medical Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Cross-sectional study; Metadata; Perception; Plastic surgery; Medicine; Computer science; World Wide Web; Psychology; Surgery; Pathology","score_opus":0.14574337860149117,"score_gpt":0.547349734003582,"score_spread":0.40160635540209083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2937289676","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8142091,0.0017119049,0.000029029048,0.0017803934,0.17996049,0.0012204221,0.000017702687,0.000006048959,0.0010648886],"genre_scores_gemma":[0.9787055,0.007346943,0.000003716027,0.00002722536,0.012738463,0.0001112892,0.000018628982,0.000028275932,0.0010199045],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9631497,0.008647407,0.0020627824,0.00035476557,0.025279775,0.00050555845],"domain_scores_gemma":[0.78372294,0.20646939,0.002400932,0.0003645353,0.0060373372,0.0010049012],"candidate_categories":["metaresearch","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.07173501,0.00020528908,0.0011667695,0.00096294313,0.00040733963,0.0002548098,0.0022384205,0.0010441471,0.0034613756],"category_scores_gemma":[0.45932108,0.00014151864,0.00035206348,0.00088235433,0.0049461457,0.0007123255,0.0005279534,0.007075006,0.000012827528],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014501305,0.0011311753,0.8702732,0.00013109473,0.0005878042,0.00002306745,0.038943943,4.261792e-7,0.0000010807757,0.000086028725,0.072465874,0.014906211],"study_design_scores_gemma":[0.0010882937,0.00035049158,0.8841603,0.0015480053,0.00008828846,0.000015501604,0.08906455,0.000076586744,0.0000014801745,0.0002463589,0.023257079,0.000103083374],"about_ca_topic_score_codex":0.02005112,"about_ca_topic_score_gemma":0.004537509,"teacher_disagreement_score":0.3875861,"about_ca_system_score_codex":0.0008647312,"about_ca_system_score_gemma":0.011936027,"threshold_uncertainty_score":0.99776185},"labels":[],"label_agreement":null},{"id":"W2937434126","doi":"10.2196/cancer.7850","title":"Potential of Using Twitter to Recruit Cancer Survivors and Their Willingness to Participate in Nutrition Research and Web-Based Interventions: A Cross-Sectional Study","year":2019,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Patient-Centered Outcomes Research Institute","keywords":"Health Information National Trends Survey; Psychological intervention; Social media; Medicine; Promotion (chess); National Health and Nutrition Examination Survey; Family medicine; Cross-sectional study; Health promotion; Intervention (counseling); Environmental health; Public health; Health information; Health care; World Wide Web; Nursing; Population; Political science; Pathology","score_opus":0.4397553182196421,"score_gpt":0.581914203797104,"score_spread":0.14215888557746192,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2937434126","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99273264,0.00031323015,0.00001429547,0.0011150702,0.0018618355,0.0039163986,0.000020690173,0.000011735242,0.000014116437],"genre_scores_gemma":[0.9936631,0.00006871844,0.000045732046,0.00007470947,0.0003961419,0.0056916047,0.0000012924227,0.000011269677,0.00004745823],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982976,0.00041526466,0.0003104645,0.00029194105,0.00036915322,0.00031561818],"domain_scores_gemma":[0.9989199,0.00037343035,0.00007695321,0.000099531244,0.0003885221,0.0001416817],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001737328,0.000074790856,0.00016663827,0.00024631785,0.00022411035,0.000077412325,0.00009670053,0.00008031058,0.00019843935],"category_scores_gemma":[0.00022791163,0.00007519796,0.000027783462,0.0008128726,0.0001483761,0.00013916062,0.000042153813,0.00015191779,0.000003288573],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013404906,0.00025942276,0.9670042,0.0001850919,0.000006369388,2.4924893e-7,0.030363023,0.00018961453,0.0006984948,0.000012683751,0.000022323813,0.0011244806],"study_design_scores_gemma":[0.0005935112,0.00016637385,0.98790646,0.00045223883,0.0000032995413,5.994792e-8,0.009581769,0.0001868553,0.000109389795,0.00014098616,0.0007729263,0.000086156644],"about_ca_topic_score_codex":0.11139264,"about_ca_topic_score_gemma":0.1309858,"teacher_disagreement_score":0.020902235,"about_ca_system_score_codex":0.00048299338,"about_ca_system_score_gemma":0.0004527247,"threshold_uncertainty_score":0.8945247},"labels":[],"label_agreement":null},{"id":"W2940056123","doi":"10.1080/0142159x.2019.1567911","title":"Communication, learning and assessment: Exploring the dimensions of the digital learning environment","year":2019,"lang":"en","type":"article","venue":"Medical Teacher","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":57,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Royal College of Physicians and Surgeons of Canada; Queen's University; University of Calgary; University of Saskatchewan","funders":"","keywords":"Social media; Health care; Digital health; Virtual learning environment; Computer science; Resource (disambiguation); Educational technology; Multimedia; Digital learning; Medical education; Knowledge management; Psychology; Medicine; World Wide Web; Pedagogy","score_opus":0.09255192037872233,"score_gpt":0.3797792808722555,"score_spread":0.28722736049353315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2940056123","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9713979,0.00027818218,0.0000107457345,0.014427278,0.0005541117,0.00037249812,8.8864596e-8,0.000021916847,0.012937319],"genre_scores_gemma":[0.9975546,0.0008706879,0.000037087004,0.000044948036,0.00014419632,0.00011564392,0.0000014875353,0.000007302539,0.0012240713],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99816006,0.0007678138,0.00016434406,0.000100047735,0.0006487714,0.00015895664],"domain_scores_gemma":[0.9982677,0.0013499727,0.00010346791,0.00016313199,0.000017877057,0.00009781633],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001708907,0.000049195052,0.00008754455,0.000013248661,0.0006668963,0.000028764965,0.00025147042,0.00006225419,0.0007723477],"category_scores_gemma":[0.004370108,0.000027826143,0.000028658187,0.00011414574,0.000494446,0.000103652594,0.00015194037,0.00071721926,0.000024833374],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[8.518826e-7,0.00003698381,0.89360476,0.000006182351,0.0000071065315,4.57526e-8,0.04053708,0.0000068383993,0.0000040282275,0.0022982955,0.000059090275,0.06343873],"study_design_scores_gemma":[0.00015057088,0.000022459568,0.23668817,0.00008296919,0.000011045252,3.576972e-7,0.04356402,0.00038020755,0.000002917049,0.00037922588,0.718649,0.00006904151],"about_ca_topic_score_codex":0.0005937217,"about_ca_topic_score_gemma":0.000035278477,"teacher_disagreement_score":0.7185899,"about_ca_system_score_codex":0.00009088022,"about_ca_system_score_gemma":0.00018349159,"threshold_uncertainty_score":0.8456665},"labels":[],"label_agreement":null},{"id":"W2940883169","doi":"10.56059/jl4d.v6i1.327","title":"Challenges and Opportunities for use of Social Media in Higher Education","year":2019,"lang":"en","type":"article","venue":"Journal of Learning for Development","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":83,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Athabasca University","funders":"","keywords":"Social media; Entertainment; Control (management); Public relations; Value (mathematics); Internet privacy; Business; Sociology; Knowledge management; Political science; Computer science; World Wide Web","score_opus":0.4881977649339951,"score_gpt":0.4255962415088657,"score_spread":0.06260152342512937,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2940883169","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9846432,0.0009201377,0.000017714261,0.009653553,0.0038445515,0.00049654726,3.3731453e-7,0.0000042107167,0.00041972846],"genre_scores_gemma":[0.98819476,0.0012506006,0.008856899,0.000052818934,0.00078496814,0.00011540124,0.0000033701722,0.0000111329755,0.0007300457],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99911785,0.00013087853,0.00034467067,0.00006195439,0.00020947985,0.00013515059],"domain_scores_gemma":[0.9971617,0.0019808225,0.00043786853,0.000019250961,0.00034108912,0.000059262497],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016960751,0.00004734975,0.00017098326,0.00015950765,0.0001088358,0.000015014585,0.000059327514,0.00007594196,0.000027108663],"category_scores_gemma":[0.0013378717,0.000047924896,0.00002899315,0.00004685159,0.000044590783,0.00019564545,0.0000072204384,0.00009598864,4.0359626e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005262584,0.00007281227,0.010155555,0.00019420062,0.000016139875,1.1120227e-7,0.26365605,0.0000040012255,0.000018300247,0.015077739,0.0002660535,0.7104864],"study_design_scores_gemma":[0.0003059995,0.000059064103,0.2686171,0.000120901204,0.000007484563,3.5925328e-7,0.043410014,0.000001919701,0.000019327006,0.0005646097,0.6868313,0.00006194055],"about_ca_topic_score_codex":0.0000129892505,"about_ca_topic_score_gemma":0.00012919903,"teacher_disagreement_score":0.7104245,"about_ca_system_score_codex":0.00019711177,"about_ca_system_score_gemma":0.0015599588,"threshold_uncertainty_score":0.27673},"labels":[],"label_agreement":null},{"id":"W2941049203","doi":"10.2196/resprot.9304","title":"Using Social Media and Web-Based Networking in Collaborative Research: Protocol for the Geriatric Medicine Research Collaborative","year":2018,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute for Health and Care Research","keywords":"Protocol (science); Social media; World Wide Web; The Internet; Computer science; Medical education; Medicine; Alternative medicine","score_opus":0.8085391978500757,"score_gpt":0.7211996278025509,"score_spread":0.0873395700475248,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2941049203","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008131896,0.000023579065,0.000016715736,0.020701824,0.00020320374,0.97471243,0.000017654205,0.000058123307,0.0034533092],"genre_scores_gemma":[0.00481744,0.00000610149,0.0007167569,0.000057416502,0.015194312,0.979064,0.000003823696,0.00006158262,0.00007857977],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.97163033,0.019207481,0.0007904227,0.0008753619,0.004839084,0.0026573061],"domain_scores_gemma":[0.93034256,0.056593258,0.0002473498,0.00044658076,0.011899763,0.0004705065],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.07659699,0.00024373375,0.00047381382,0.0015686022,0.009842536,0.0005577684,0.001162943,0.00051632896,0.00023725767],"category_scores_gemma":[0.04389091,0.00019016843,0.000041753698,0.017700035,0.012347431,0.0004093644,0.0003210718,0.0022692229,0.00002372136],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009300764,0.0012649087,0.015128344,0.001711609,0.000049649578,0.000019578603,0.6430633,0.00000601536,0.0013448189,0.050622262,0.1979958,0.07949294],"study_design_scores_gemma":[0.004308917,0.0013629552,0.0032785914,0.0016042574,0.0000019151837,2.1672028e-7,0.058553923,0.00067328266,0.00015859229,0.010324437,0.9195216,0.00021134126],"about_ca_topic_score_codex":0.002321551,"about_ca_topic_score_gemma":0.017900217,"teacher_disagreement_score":0.7215258,"about_ca_system_score_codex":0.0022143864,"about_ca_system_score_gemma":0.016250592,"threshold_uncertainty_score":0.9988742},"labels":[],"label_agreement":null},{"id":"W2941175183","doi":"10.1002/aet2.10351","title":"Systematic Online Academic Resource (<scp>SOAR</scp>) Review: Renal and Genitourinary","year":2019,"lang":"en","type":"review","venue":"AEM Education and Training","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan; McMaster University; University of Toronto","funders":"","keywords":"Soar; Resource (disambiguation); Social media; Computer science; Quality (philosophy); Emergency department; Medicine; World Wide Web; Artificial intelligence; Nursing","score_opus":0.27964604316384534,"score_gpt":0.4897571624617591,"score_spread":0.21011111929791376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2941175183","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00025333528,0.9883588,0.0000012187608,0.0012898019,0.0031932618,0.0044523827,0.000011861754,0.000071370465,0.0023679805],"genre_scores_gemma":[0.000017121623,0.9923385,0.00028424305,0.00075024087,0.0029480474,0.0013830693,0.00016346296,0.000048611993,0.0020667186],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99620223,0.001393165,0.0010166826,0.00050239917,0.0004349402,0.00045057674],"domain_scores_gemma":[0.99209964,0.006081962,0.0010141508,0.0002844888,0.00012775375,0.00039200365],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0025706491,0.00031803854,0.001492844,0.00025289378,0.0005115831,0.000074807576,0.00029968785,0.0005123299,0.000016872214],"category_scores_gemma":[0.010054733,0.00029906415,0.00014244577,0.0006083017,0.00020156949,0.00018199897,0.000046907713,0.00083784387,0.000050885254],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[1.6667317e-7,0.000032722743,0.000018470342,0.24396516,0.00003235258,3.948227e-7,0.024394419,8.19019e-9,1.9159083e-8,0.0005184759,0.005622516,0.7254153],"study_design_scores_gemma":[0.000040032315,0.000014744586,0.00005281117,0.190102,0.00066457666,0.000031154348,0.013302425,5.85561e-7,8.077503e-9,0.00006198301,0.79562235,0.00010732635],"about_ca_topic_score_codex":0.00017776695,"about_ca_topic_score_gemma":0.00002848486,"teacher_disagreement_score":0.78999984,"about_ca_system_score_codex":0.00027010354,"about_ca_system_score_gemma":0.0040333527,"threshold_uncertainty_score":0.9999462},"labels":[],"label_agreement":null},{"id":"W2942796400","doi":"10.2196/16540","title":"Exploring the Characteristics and Behaviors of Nurses Who Have Attained Microcelebrity Status on Instagram: Content Analysis","year":2020,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Social media; Influencer marketing; Content analysis; Psychology; Context (archaeology); Narrative; Exploratory research; Nursing; Medicine; World Wide Web; Computer science; Sociology","score_opus":0.5612346388421023,"score_gpt":0.5310222839328061,"score_spread":0.03021235490929619,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2942796400","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94701403,0.00016084756,0.000030501886,0.051683217,0.0007245258,0.00027152846,0.0000050894364,0.0000040532314,0.00010623045],"genre_scores_gemma":[0.99599075,0.002626822,0.000025306372,0.00030050744,0.0009754051,0.00002742066,0.0000015406498,0.000006696042,0.000045563593],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.994811,0.0011220063,0.0006357444,0.00013724412,0.0029051243,0.000388878],"domain_scores_gemma":[0.9940826,0.0036974421,0.0003245828,0.00009683986,0.0009644251,0.00083406415],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.005869095,0.00007349917,0.00036280026,0.00024384737,0.00016342229,0.00008189764,0.00055162946,0.00010377049,0.00021611137],"category_scores_gemma":[0.02954737,0.000050814313,0.00011113136,0.00071079656,0.00095449813,0.00013543208,0.00009109971,0.0011908473,0.0000029901803],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038683377,0.0003212085,0.60657525,0.00009443961,0.00028728103,0.000053604228,0.25345618,5.1650267e-7,0.00013186241,0.0017923968,0.0033497536,0.13355067],"study_design_scores_gemma":[0.0006532607,0.0012016501,0.8263284,0.0004264421,0.00020044512,0.0000025406262,0.13010217,0.00035078573,0.00073639816,0.00008843163,0.03978228,0.00012720689],"about_ca_topic_score_codex":0.010181336,"about_ca_topic_score_gemma":0.0012723915,"teacher_disagreement_score":0.21975315,"about_ca_system_score_codex":0.00023724201,"about_ca_system_score_gemma":0.00084939855,"threshold_uncertainty_score":0.99640995},"labels":[],"label_agreement":null},{"id":"W2943042402","doi":"10.1017/cem.2019.209","title":"P018: How to get your departmental web content to work for you: one department's experience with free open access medical education","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Saint John Regional Hospital; Dalhousie University","funders":"","keywords":"Mentorship; Social media; Publishing; Medical education; Curriculum; Medicine; Emergency department; World Wide Web; Psychology; Computer science; Political science; Nursing; Pedagogy","score_opus":0.3631890285541837,"score_gpt":0.4973451462598529,"score_spread":0.13415611770566915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2943042402","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78742903,0.00056083454,0.00013007339,0.17402464,0.0323631,0.003650215,0.000017850927,0.000007480294,0.0018167736],"genre_scores_gemma":[0.98646283,0.00018039274,0.001247986,0.0038660648,0.0057918984,0.0010558746,0.000021667898,0.000033418582,0.0013398889],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99725777,0.0001668658,0.00063350913,0.0002900637,0.0009929142,0.0006588552],"domain_scores_gemma":[0.9941142,0.00023882273,0.00039027724,0.00030958722,0.0009595227,0.003987595],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001629231,0.00016980372,0.0004151281,0.00034890085,0.00042004383,0.00009026091,0.0021240711,0.000114605995,0.0055257156],"category_scores_gemma":[0.011812349,0.00014532496,0.000055022756,0.0010707268,0.00014342791,0.00071082887,0.000066237844,0.00019384341,0.000021360258],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024784097,0.00015454118,0.55358356,0.000046867237,0.00007558019,0.000008365708,0.06876687,0.0000033412243,0.00004995503,0.0015694466,0.36405724,0.011436409],"study_design_scores_gemma":[0.0014628976,0.0013541245,0.11127659,0.0008804153,0.000079437166,0.000004607455,0.053060878,0.0000018118506,0.00003954273,0.00034920784,0.83116454,0.00032593528],"about_ca_topic_score_codex":0.05579336,"about_ca_topic_score_gemma":0.39087388,"teacher_disagreement_score":0.46710733,"about_ca_system_score_codex":0.0010309801,"about_ca_system_score_gemma":0.014408033,"threshold_uncertainty_score":0.9965116},"labels":[],"label_agreement":null},{"id":"W2943402912","doi":"10.1097/prs.0000000000005535","title":"The Use of Twitter by Plastic Surgery Journals","year":2019,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen Elizabeth II Health Sciences Centre","funders":"","keywords":"Social media; Medicine; Impact factor; Microblogging; Plastic surgery; Surgery; World Wide Web; Computer science","score_opus":0.14788298143326,"score_gpt":0.3466593720666164,"score_spread":0.1987763906333564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2943402912","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9464331,0.0003775379,0.0000802698,0.00053078536,0.051891398,0.00041003866,0.000028408798,0.00003588623,0.00021254369],"genre_scores_gemma":[0.99801743,0.00074156956,0.000082698934,0.000057242563,0.0008504729,0.0001244721,0.0000070752462,0.000025447393,0.00009361991],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996758,0.0008380164,0.0007903072,0.0002844933,0.0006865077,0.00064269034],"domain_scores_gemma":[0.6979086,0.30082422,0.00056798314,0.00017670497,0.00033096093,0.00019151697],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0020239602,0.00016982768,0.000497273,0.0002395115,0.00053126726,0.00013656993,0.00017569249,0.00017286799,0.0007734645],"category_scores_gemma":[0.104893714,0.00014115509,0.00020715818,0.0006390783,0.00086753163,0.0004908379,0.000027241082,0.0003121015,0.00016113698],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056813882,0.00003243388,0.9493204,0.00003322394,0.000055482953,0.0000011328589,0.0020332488,0.0000048674938,0.000077390214,0.00020820295,0.022055505,0.026121307],"study_design_scores_gemma":[0.00020574451,0.000033126067,0.80596244,0.0006744333,0.000079252895,0.000015729329,0.009319497,0.00006520637,0.0003536378,0.0009857679,0.18170634,0.0005988227],"about_ca_topic_score_codex":0.0013013247,"about_ca_topic_score_gemma":0.00018986942,"teacher_disagreement_score":0.2999862,"about_ca_system_score_codex":0.00024328053,"about_ca_system_score_gemma":0.0014996683,"threshold_uncertainty_score":0.9026461},"labels":[],"label_agreement":null},{"id":"W2943500504","doi":"10.1017/cem.2019.100","title":"LO57: Twitter as an educational tool for medical students in their emergency medicine rotation: a prospective cohort study","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Cohort; Prospective cohort study; Cohort study; Mean difference; Family medicine; Physical therapy; Internal medicine; Confidence interval","score_opus":0.11036065355819949,"score_gpt":0.477337118057341,"score_spread":0.36697646449914156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2943500504","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.902943,0.0006618771,0.000015704898,0.03184506,0.056592643,0.0042757015,0.0000036782924,0.000007131567,0.0036552064],"genre_scores_gemma":[0.98516804,0.0004102717,0.000026818028,0.00037077774,0.011892559,0.0006086317,0.000020440764,0.000030729847,0.0014717049],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9948118,0.00054809265,0.0016847621,0.00035873908,0.0019938655,0.0006027829],"domain_scores_gemma":[0.9953125,0.0006936858,0.00067980506,0.00026142466,0.0015698334,0.0014827335],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0077603767,0.00022054909,0.0005843688,0.00062595424,0.00037060658,0.000009364572,0.00096207514,0.00018031291,0.055416692],"category_scores_gemma":[0.016907183,0.00018220617,0.000081334285,0.0011140455,0.00024828842,0.00039710428,0.00001290376,0.000458676,0.000038670307],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036212063,0.00020216951,0.8668857,0.000026675321,0.00006225354,0.000004260029,0.11478514,0.0000013861779,0.0000035284559,0.0012018738,0.016362969,0.0004277862],"study_design_scores_gemma":[0.0014737579,0.0013574756,0.9105376,0.000204518,0.000063826774,0.0000025707718,0.058642272,0.0000063738003,5.6742425e-7,0.006195059,0.021343786,0.0001722104],"about_ca_topic_score_codex":0.10118818,"about_ca_topic_score_gemma":0.30177155,"teacher_disagreement_score":0.20058335,"about_ca_system_score_codex":0.0009936935,"about_ca_system_score_gemma":0.007198129,"threshold_uncertainty_score":0.99843013},"labels":[],"label_agreement":null},{"id":"W2943599105","doi":"10.1017/cem.2019.97","title":"LO54: The CanadiEM Junior Editor program: a quantitative study and program evaluation","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medical education; Likert scale; Infographic; Social media; Health care; Promotion (chess); Medicine; Publishing; Public relations; Psychology; Political science; World Wide Web; Computer science","score_opus":0.3252408188580248,"score_gpt":0.5369352097460909,"score_spread":0.21169439088806608,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2943599105","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85667145,0.003094368,0.0000012998586,0.022474222,0.10845339,0.0070348736,0.0000022315028,0.00001129512,0.0022568372],"genre_scores_gemma":[0.984121,0.0003010973,0.00015143272,0.00008505604,0.014490815,0.00063490524,0.0000030169585,0.000015519447,0.00019710814],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973655,0.0007276123,0.0005561113,0.00014601996,0.0007901922,0.0004146029],"domain_scores_gemma":[0.996642,0.0004889598,0.0004214245,0.00014763809,0.0013832892,0.0009166674],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0051699504,0.000108261775,0.00023611657,0.00022660631,0.00053492957,0.000018669049,0.00028750356,0.00007319007,0.0019788097],"category_scores_gemma":[0.008614043,0.000076457945,0.000037518064,0.0007659396,0.0003054112,0.00018566914,0.0000049878668,0.00029695363,0.000010855811],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022739823,0.00014806878,0.35962963,0.00003761991,0.0001047892,0.0000070737347,0.34321108,0.0000033983877,0.000004684603,0.0014651066,0.09112682,0.20423897],"study_design_scores_gemma":[0.0006382483,0.0025280234,0.201343,0.00012707127,0.00018299636,0.0000013557972,0.19375327,0.000079219004,2.715021e-7,0.0005397366,0.60068434,0.0001224323],"about_ca_topic_score_codex":0.3783911,"about_ca_topic_score_gemma":0.85068357,"teacher_disagreement_score":0.50955755,"about_ca_system_score_codex":0.0005149275,"about_ca_system_score_gemma":0.0060637216,"threshold_uncertainty_score":0.99973685},"labels":[],"label_agreement":null},{"id":"W2944229029","doi":"10.4103/jpi.jpi_12_19","title":"Burden and Characteristics of Unsolicited Emails from Medical/Scientific Journals, Conferences, and Webinars to Faculty and Trainees at an Academic Pathology Department","year":2019,"lang":"en","type":"article","venue":"Journal of Pathology Informatics","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Inclusion (mineral); Medical education; Medicine; Family medicine; Psychology","score_opus":0.0796803148366377,"score_gpt":0.40270704402714613,"score_spread":0.32302672919050845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2944229029","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9937904,0.0004131595,0.00007481596,0.003466637,0.0016952616,0.00040932815,0.00008524014,0.000006993375,0.00005817875],"genre_scores_gemma":[0.994698,0.0024334579,0.0020629468,0.00037273322,0.00037768309,0.000009377111,0.000024062974,0.000006453636,0.000015320204],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9974901,0.00033777748,0.0011751516,0.00010656117,0.0005917126,0.00029868455],"domain_scores_gemma":[0.996861,0.0008775597,0.0011941879,0.00011156041,0.00039392585,0.0005617761],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031099685,0.00012482768,0.00051411334,0.00026612755,0.00024201997,0.00006036858,0.00024424642,0.00039421857,0.00009437816],"category_scores_gemma":[0.0027672492,0.00010616872,0.000028621398,0.0001850236,0.0006737302,0.00039905976,0.000087370245,0.0004502537,0.0000053991416],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008491751,0.0000510195,0.4112486,0.00012898957,0.00004136519,0.000047179245,0.5139071,0.0000026413104,0.0014447846,0.00076321623,0.0003291996,0.07195101],"study_design_scores_gemma":[0.0013678907,0.0009506201,0.8988183,0.0003897484,0.000116210176,0.0006604868,0.07485952,0.00027950038,0.000093709736,0.0018058979,0.020385683,0.00027241683],"about_ca_topic_score_codex":0.00007294337,"about_ca_topic_score_gemma":0.00012996841,"teacher_disagreement_score":0.48756972,"about_ca_system_score_codex":0.000089640416,"about_ca_system_score_gemma":0.000582424,"threshold_uncertainty_score":0.4329435},"labels":[],"label_agreement":null},{"id":"W2945188059","doi":"10.2196/12901","title":"Understanding the Use and Perceived Impact of a Medical Podcast: Qualitative Study","year":2019,"lang":"en","type":"article","venue":"JMIR Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":103,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; The Wilson Centre; Mount Sinai Hospital; St. Michael's Hospital; University of Toronto; Toronto General Hospital; Trillium Health Centre","funders":"","keywords":"Thematic analysis; Medical education; Active listening; Psychology; Nonprobability sampling; Qualitative research; Entertainment; Continuing medical education; Applied psychology; Medicine; Sociology","score_opus":0.3339123006166728,"score_gpt":0.5651302461456373,"score_spread":0.23121794552896452,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2945188059","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9746848,0.000053400527,0.000030600117,0.020550326,0.0022281052,0.0020965186,0.0000013479848,0.000022568876,0.0003323774],"genre_scores_gemma":[0.99848986,0.00008946007,0.000025236768,0.00035710554,0.0005908024,0.0003786178,0.0000055010796,0.000009269322,0.000054141405],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99569225,0.0015866663,0.0003280858,0.00020273561,0.0019451563,0.0002451284],"domain_scores_gemma":[0.99366266,0.0053147604,0.00017944242,0.00017788753,0.00017365364,0.0004915734],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0037303113,0.0000906705,0.00019001953,0.00009198474,0.00027295077,0.00005690365,0.00027925256,0.00021044308,0.002037773],"category_scores_gemma":[0.019261189,0.00006327041,0.0000517859,0.00044906567,0.0005453481,0.0002521484,0.00003651398,0.00033454693,0.000020657379],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017498358,0.0005101904,0.11980739,0.00002081811,0.000021261762,2.1981553e-7,0.86757976,1.2858872e-7,0.0000018472582,0.0062583927,0.0014442197,0.0043382435],"study_design_scores_gemma":[0.00027238645,0.00014574942,0.3617745,0.00009236951,0.00001031384,8.985028e-7,0.6359825,0.000061494495,8.458532e-8,0.0010097119,0.0005902735,0.00005971889],"about_ca_topic_score_codex":0.020138713,"about_ca_topic_score_gemma":0.0020017445,"teacher_disagreement_score":0.24196711,"about_ca_system_score_codex":0.0006256791,"about_ca_system_score_gemma":0.007589272,"threshold_uncertainty_score":0.9988745},"labels":[],"label_agreement":null},{"id":"W2945732225","doi":"10.22374/jeleu.v2i2.44","title":"Connecting the Urological Community: The #UroSoMe Experience","year":2019,"lang":"en","type":"article","venue":"Journal of Endoluminal Endourology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Social media; Observational study; Computer science; World Wide Web; Medicine; Internet privacy; Internal medicine","score_opus":0.13449498985261926,"score_gpt":0.4118633574413186,"score_spread":0.2773683675886993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2945732225","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95704705,0.00036941006,0.00003933193,0.031749006,0.007149648,0.0004132219,4.7784744e-7,0.000015229355,0.0032166124],"genre_scores_gemma":[0.995567,0.00011501958,0.00009515615,0.002355944,0.0017864973,0.000034406243,2.6170395e-7,0.000008666677,0.000037049405],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9950885,0.0034692688,0.00046148454,0.00009136546,0.0004627705,0.0004265707],"domain_scores_gemma":[0.98326916,0.015457689,0.00063989556,0.00025596854,0.0002553787,0.00012189582],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0048670257,0.000094107076,0.00024775587,0.000061002367,0.0013725219,0.000060492293,0.0010575387,0.00013225255,0.00040203164],"category_scores_gemma":[0.01184302,0.000054463842,0.000121068035,0.00028475112,0.000658826,0.00017810625,0.000084054205,0.0015101919,0.00005345835],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005938924,0.00040940545,0.22392458,0.00002785829,0.000097736505,0.00005604939,0.6617165,0.00016665035,0.0025304663,0.07406989,0.0012138399,0.03519311],"study_design_scores_gemma":[0.0009817032,0.0015841248,0.16181907,0.000019969664,0.00007107306,0.0006969491,0.23950927,0.0000484993,0.00009564309,0.006916566,0.58805656,0.00020057036],"about_ca_topic_score_codex":0.0016009209,"about_ca_topic_score_gemma":0.00041780033,"teacher_disagreement_score":0.5868427,"about_ca_system_score_codex":0.00009740133,"about_ca_system_score_gemma":0.00033475837,"threshold_uncertainty_score":0.9999276},"labels":[],"label_agreement":null},{"id":"W2946831568","doi":"10.1161/circ.132.suppl_3.18760","title":"Abstract 18760: Evaluation of a Web-based Cardiac Pain Knowledge Dissemination Platform Fueled by Social Media","year":2015,"lang":"en","type":"article","venue":"Circulation","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; Trent University; Montreal Heart Institute; McMaster University","funders":"","keywords":"Social media; Medicine; Dissemination; Outreach; Information Dissemination; World Wide Web; Computer science; Telecommunications","score_opus":0.18296115070233254,"score_gpt":0.4341298382754489,"score_spread":0.25116868757311633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2946831568","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.988105,0.00057059096,0.00019270342,0.00078594073,0.0034996974,0.0013923597,0.000021625265,0.000095020834,0.0053370805],"genre_scores_gemma":[0.9977856,0.000009743746,0.00006370484,0.000014661273,0.0012325362,0.00046445295,0.0004077066,0.000017856584,0.0000037327989],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99676996,0.0009253292,0.00042908208,0.00022068621,0.0013868654,0.0002680759],"domain_scores_gemma":[0.9952423,0.0025946207,0.0003920183,0.00012889989,0.0014617551,0.00018043716],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.012087355,0.00011493782,0.00021421547,0.00016330961,0.00032097765,0.000038132443,0.00013009006,0.00028192424,0.00010779686],"category_scores_gemma":[0.017933622,0.00013852693,0.00008201282,0.0006698005,0.00016657346,0.00036665078,0.000007167963,0.0001223546,0.000032005777],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044612538,0.00036394544,0.092708275,0.00013211086,0.000030814223,1.0982604e-7,0.25031632,0.00010868647,0.0036856893,0.0030152623,0.014570265,0.63502395],"study_design_scores_gemma":[0.0013840614,0.000024313156,0.9532449,0.00009990404,0.00016509212,4.0589608e-8,0.018828101,0.011547429,0.00055692217,0.005317043,0.008468266,0.00036390775],"about_ca_topic_score_codex":0.0006435001,"about_ca_topic_score_gemma":0.0008571764,"teacher_disagreement_score":0.86053663,"about_ca_system_score_codex":0.0014778802,"about_ca_system_score_gemma":0.0022877022,"threshold_uncertainty_score":0.99033874},"labels":[],"label_agreement":null},{"id":"W2947802251","doi":"10.1093/pch/pxz066.050","title":"51 PedsCases Quality Improvement User Survey","year":2019,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medical education; Residence; Curriculum; Quality (philosophy); Open educational resources; Resource (disambiguation); Medicine; Psychology; Computer science; Pedagogy","score_opus":0.0991300386110115,"score_gpt":0.4280643495064792,"score_spread":0.3289343108954677,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2947802251","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9483302,0.0020356027,0.000041612784,0.025553994,0.0151096815,0.003517263,0.00009319635,0.00018974791,0.005128665],"genre_scores_gemma":[0.9863008,0.0042330422,0.00033199554,0.004704412,0.0038505658,0.0002101267,0.00009806093,0.00003217216,0.00023882171],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99523336,0.0016237269,0.000730959,0.00046479056,0.0009928527,0.00095430913],"domain_scores_gemma":[0.9941008,0.004004568,0.00054980686,0.00041314392,0.00029078903,0.0006408543],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008930459,0.00016965176,0.00038390496,0.00015899289,0.0009839765,0.00007125836,0.0003481666,0.00018494936,0.00039091488],"category_scores_gemma":[0.0058765523,0.0001825077,0.00009047178,0.0010702137,0.00008961157,0.00020624594,0.000057995654,0.00040875742,0.0005245286],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014479451,0.00015470652,0.95006764,0.00014217298,0.000005785794,1.5949163e-7,0.014484805,0.0000015526008,5.358832e-7,0.0067638154,0.004939182,0.023425164],"study_design_scores_gemma":[0.00030435724,0.00012659175,0.878962,0.000013779851,0.0000048988877,1.30047e-7,0.0026349984,0.000001931531,0.00000206257,0.0002874769,0.11746887,0.00019289253],"about_ca_topic_score_codex":0.16659246,"about_ca_topic_score_gemma":0.038708277,"teacher_disagreement_score":0.1278842,"about_ca_system_score_codex":0.0010154111,"about_ca_system_score_gemma":0.0029771088,"threshold_uncertainty_score":0.9788328},"labels":[],"label_agreement":null},{"id":"W2948062685","doi":"10.5430/jha.v8n4p19","title":"The emerging role of social media platforms in advanced practice provider recruitment: One institution’s experience","year":2019,"lang":"en","type":"article","venue":"Journal of Hospital Administration","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Social media; Public relations; Institution; Seekers; Health care; Position (finance); Nursing; Business; Medicine; Medical education; Psychology; Political science","score_opus":0.06611965781220534,"score_gpt":0.4035471988852384,"score_spread":0.337427541073033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2948062685","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9864567,0.00029479736,0.000011233089,0.006380684,0.004207386,0.00092207495,0.0000012170583,0.0000060733405,0.0017198289],"genre_scores_gemma":[0.99822,0.00027195865,0.00068252574,0.000029308183,0.0006669612,0.00010829934,0.0000019986235,0.000005466837,0.000013465297],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9981915,0.00011045361,0.0006564295,0.00009842934,0.00073461415,0.00020861738],"domain_scores_gemma":[0.9969843,0.0013004838,0.0010995318,0.00007463017,0.00046306592,0.00007796402],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013620898,0.00007171841,0.00016370884,0.00007006636,0.00030678938,0.000051485007,0.00020724822,0.000091216745,0.000033692697],"category_scores_gemma":[0.007479967,0.0000594891,0.000053134547,0.0003319591,0.00017410608,0.001530351,0.000012472295,0.0002351518,0.0000059909366],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00058270886,0.0010678358,0.051052038,0.000044391436,0.00003240215,0.0000051290335,0.75248945,0.000019947576,0.0006597991,0.1113934,0.000051564293,0.08260131],"study_design_scores_gemma":[0.0012385776,0.002616754,0.15924789,0.00021189504,0.00003763649,0.000005555134,0.7688453,0.000022354416,0.0027405196,0.009932911,0.054824755,0.00027583804],"about_ca_topic_score_codex":0.00012359463,"about_ca_topic_score_gemma":0.00079514104,"teacher_disagreement_score":0.108195856,"about_ca_system_score_codex":0.00039950936,"about_ca_system_score_gemma":0.0014013739,"threshold_uncertainty_score":0.895476},"labels":[],"label_agreement":null},{"id":"W2948431030","doi":"10.1634/theoncologist.2019-0304","title":"Why “Reply All” Can Push All the Wrong Buttons","year":2019,"lang":"en","type":"article","venue":"The Oncologist","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; University of Ottawa; Ottawa Hospital","funders":"","keywords":"Etiquette; Medicine; Advice (programming); Internet privacy; Law; Computer science","score_opus":0.15568255928481467,"score_gpt":0.43558072621781196,"score_spread":0.2798981669329973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2948431030","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39338607,0.00023980296,0.000003838426,0.5447311,0.009007156,0.0018645846,0.0000050518843,0.000113376795,0.05064906],"genre_scores_gemma":[0.9548756,0.00021559194,0.00008441774,0.03969484,0.002054796,0.0005537969,0.000006346022,0.000015126022,0.0024995282],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979561,0.0007847365,0.00019666736,0.00019057127,0.0003888753,0.00048307097],"domain_scores_gemma":[0.99523216,0.0039825975,0.000169663,0.00041198265,0.00008704851,0.00011654983],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023804607,0.000092245544,0.00014113655,0.000020718915,0.00076712196,0.00008383212,0.0007931851,0.000111559726,0.0005273847],"category_scores_gemma":[0.002572123,0.000055300636,0.000057618185,0.00026828662,0.0008021525,0.000074156305,0.000067411514,0.0003031913,0.00045162207],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046165776,0.0002408459,0.06771166,0.000028030863,0.00008218083,0.000003981562,0.31720382,0.00003484728,0.00018075197,0.122857586,0.45839846,0.033211697],"study_design_scores_gemma":[0.00009786572,0.00005979893,0.025119158,0.0000059329163,0.000021431886,6.121139e-7,0.019286785,0.000006141215,0.000013125363,0.0023363996,0.95297277,0.0000799834],"about_ca_topic_score_codex":0.1258928,"about_ca_topic_score_gemma":0.07690894,"teacher_disagreement_score":0.5614895,"about_ca_system_score_codex":0.0006432746,"about_ca_system_score_gemma":0.0008032215,"threshold_uncertainty_score":0.9399351},"labels":[],"label_agreement":null},{"id":"W2949915600","doi":"10.48550/arxiv.1305.3328","title":"Riding the crest of the altmetrics wave: How librarians can help prepare faculty for the next generation of research impact metrics","year":2013,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact; OpenAlex","funders":"","keywords":"Altmetrics; Dialog box; Outreach; Computer science; World Wide Web; Reading (process); Political science","score_opus":0.7512353492189721,"score_gpt":0.3975617272247667,"score_spread":0.3536736219942054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2949915600","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97965795,0.00043523544,0.0012454203,0.009199435,0.0034743752,0.0052934946,0.00021234839,0.000032379852,0.00044936227],"genre_scores_gemma":[0.9966257,0.0014265298,0.000114665316,0.000028895269,0.0011297329,0.000051961728,0.0000339253,0.00002089467,0.000567666],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.996867,0.0013833563,0.0002622473,0.0004479729,0.00055160315,0.00048782586],"domain_scores_gemma":[0.9873668,0.009276788,0.00071073166,0.00089767354,0.0015962339,0.00015177079],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0034181075,0.00017636231,0.00027805823,0.0003943426,0.0016874432,0.00021309851,0.0016530381,0.0004018441,0.00003536147],"category_scores_gemma":[0.01620929,0.00011188459,0.00030716334,0.004365633,0.00091018825,0.0002868617,0.000530614,0.00066315645,0.0000014591528],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020059415,0.0005486288,0.23687714,0.0013907728,0.0010296172,0.000004692236,0.23134027,0.07645312,0.00038617657,0.374833,0.06022895,0.01670702],"study_design_scores_gemma":[0.0021052016,0.0007229352,0.20674583,0.00088218163,0.0017024358,0.0000018315019,0.28951153,0.3558468,0.004036402,0.07681887,0.059812423,0.0018135664],"about_ca_topic_score_codex":0.036446143,"about_ca_topic_score_gemma":0.0065531507,"teacher_disagreement_score":0.29801413,"about_ca_system_score_codex":0.0010008478,"about_ca_system_score_gemma":0.0031671217,"threshold_uncertainty_score":0.9996122},"labels":[],"label_agreement":null},{"id":"W2950668839","doi":"10.1002/nvsm.1641","title":"Exploring the use of Facebook as a marketing and branding tool by hospital foundations","year":2019,"lang":"en","type":"article","venue":"International Journal of Nonprofit and Voluntary Sector Marketing","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Laurentian University","funders":"","keywords":"Outreach; Social media; Sample (material); Public relations; Order (exchange); Social marketing; Period (music); Cyberpsychology; Sociology; Marketing; Business; Advertising; Psychology; Political science; World Wide Web; Computer science","score_opus":0.13337531981028333,"score_gpt":0.34447811085699076,"score_spread":0.21110279104670743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2950668839","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9910172,0.00018971291,0.000028931963,0.002925253,0.004894335,0.00052398926,0.0000076150804,0.000008370056,0.0004045413],"genre_scores_gemma":[0.99718124,0.000864789,0.0006685467,0.00012185039,0.0009863653,0.000033455934,0.000003341876,0.000012054712,0.00012835114],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99812144,0.0005244111,0.00046519883,0.00012984627,0.00057688484,0.00018220482],"domain_scores_gemma":[0.99139965,0.0075219744,0.0005257503,0.000061253544,0.00040878952,0.00008260099],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035406284,0.00009274136,0.0001627464,0.00012857659,0.00026399625,0.00017110522,0.00021468625,0.000043068238,0.00025000313],"category_scores_gemma":[0.006607708,0.000080212696,0.000060580267,0.00011688685,0.00014455686,0.001107961,0.00006004635,0.00023487672,0.0000028841916],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002630137,0.000028258197,0.9322988,0.000042884036,0.00010291888,0.000002518265,0.014574242,0.0000033899453,0.0008624785,0.00020931565,0.00044605162,0.051166147],"study_design_scores_gemma":[0.0006306057,0.000091479546,0.92868084,0.0006346585,0.00004053696,0.000020334539,0.012104403,0.00018328315,0.000101359554,0.00012428747,0.05720534,0.00018286218],"about_ca_topic_score_codex":0.0017851185,"about_ca_topic_score_gemma":0.00011142963,"teacher_disagreement_score":0.05675929,"about_ca_system_score_codex":0.0001549458,"about_ca_system_score_gemma":0.00019492452,"threshold_uncertainty_score":0.7910521},"labels":[],"label_agreement":null},{"id":"W2951284580","doi":"10.1093/femsle/fnz141","title":"#EUROmicroMOOC: using Twitter to share trends in Microbiology worldwide","year":2019,"lang":"en","type":"article","venue":"FEMS Microbiology Letters","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Microbiology; Clinical microbiology; Data science; Biology; Computational biology; Computer science","score_opus":0.07384411494197415,"score_gpt":0.3630327647854522,"score_spread":0.28918864984347803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2951284580","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95630926,0.0000705741,0.000010660504,0.034092262,0.0080837365,0.00085923175,0.00003402592,0.0000651298,0.00047510827],"genre_scores_gemma":[0.9715434,0.000005752237,0.0013268259,0.025506387,0.00086752465,0.00012269597,0.00016243171,0.00003850547,0.00042652895],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972937,0.00063064724,0.00042758562,0.00060230197,0.000049626775,0.0009961233],"domain_scores_gemma":[0.99879056,0.00054925337,0.00015546511,0.00029901406,0.00005083294,0.00015489881],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00065695914,0.00021633769,0.0003914687,0.0006637395,0.00019611166,0.000033395325,0.00048242026,0.0003226584,0.0013933686],"category_scores_gemma":[0.00024796597,0.00024011206,0.000090224945,0.00094982545,0.00027939546,0.00010939651,0.00009371244,0.00038232398,0.0011429971],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002520449,0.00003197606,0.092544705,0.0000072013536,0.000011265844,0.0000062146732,0.015373107,0.00002298926,0.87387687,0.000029917861,0.016881283,0.0011892789],"study_design_scores_gemma":[0.0014429492,0.00012931087,0.107657745,0.0001791199,0.00002871482,0.00004913349,0.003343117,0.0000044319195,0.007346716,0.00003603824,0.87867856,0.0011041452],"about_ca_topic_score_codex":0.0060633942,"about_ca_topic_score_gemma":0.003550901,"teacher_disagreement_score":0.8665301,"about_ca_system_score_codex":0.0007464028,"about_ca_system_score_gemma":0.00016989058,"threshold_uncertainty_score":0.99963474},"labels":[],"label_agreement":null},{"id":"W2951390766","doi":"10.1017/dmp.2018.147","title":"Retiring the Flip Phones: Exploring Social Media Use for Managing Public Health Incidents","year":2019,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Public Health; University of Ottawa; Public Health Ontario; University of Toronto; University Health Network","funders":"Public Health Agency; Centers for Disease Control and Prevention; University of Ottawa","keywords":"Credibility; Public relations; Social media; Focus group; Public health; Exploratory research; Qualitative research; Content analysis; Political science; Psychology; Medicine; Business; Sociology; Nursing; Marketing","score_opus":0.541183980436818,"score_gpt":0.45682207858851726,"score_spread":0.08436190184830078,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2951390766","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7686816,0.0008037511,0.00028649555,0.215006,0.011461312,0.0031189553,0.000016861526,0.00014954654,0.00047551346],"genre_scores_gemma":[0.9788715,0.0014904082,0.00013199347,0.012031244,0.0052117794,0.0020253304,0.00012026328,0.0000533414,0.000064125066],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99426657,0.0014814249,0.00094138435,0.00060985517,0.0010414356,0.0016593218],"domain_scores_gemma":[0.9920993,0.005363648,0.0006225634,0.00040665403,0.0003783253,0.0011295131],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.009500648,0.00025676237,0.0006293605,0.00029415253,0.002422856,0.00029229012,0.00051760994,0.00014216529,0.00013136228],"category_scores_gemma":[0.008707607,0.00020762134,0.00007219402,0.0009162677,0.0005526997,0.0015181305,0.0001312094,0.0003580282,0.000016266127],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012718948,0.000041761294,0.011975246,0.0003226689,0.000016587794,2.3425012e-7,0.8448136,1.2269307e-7,4.9655114e-7,0.0066029737,0.0041732057,0.13204037],"study_design_scores_gemma":[0.000763334,0.00009347778,0.014530758,0.00023199017,0.000006945442,0.0000012847148,0.6612876,0.000040743933,5.613605e-8,0.000514871,0.3223456,0.0001832852],"about_ca_topic_score_codex":0.015649987,"about_ca_topic_score_gemma":0.008426658,"teacher_disagreement_score":0.31817243,"about_ca_system_score_codex":0.0009989956,"about_ca_system_score_gemma":0.0033735218,"threshold_uncertainty_score":0.9996425},"labels":[],"label_agreement":null},{"id":"W2953521998","doi":"10.1002/aet2.10376","title":"The Revised <scp>METRIQ</scp> Score: A Quality Evaluation Tool for Online Educational Resources","year":2019,"lang":"en","type":"article","venue":"AEM Education and Training","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":64,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; University of Saskatchewan; University of Calgary; University of Alberta","funders":"Royal College of Physicians and Surgeons of Canada; Canadian Association of Emergency Physicians","keywords":"CLARITY; Likert scale; Usability; Descriptive statistics; Quality (philosophy); Scale (ratio); Medical education; Quality Score; Thematic analysis; Psychology; Raw score; Medicine; Computer science; Applied psychology; Statistics; Qualitative research; Operations management","score_opus":0.26138587021534426,"score_gpt":0.4955225976643363,"score_spread":0.23413672744899205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2953521998","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9697952,0.0015793435,0.000015479603,0.01565123,0.006327129,0.0027670069,0.000008857402,0.000036625454,0.0038191138],"genre_scores_gemma":[0.990665,0.00026456785,0.0018811724,0.0007147148,0.002940936,0.00175024,0.00011331391,0.000016737164,0.0016533152],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99781275,0.0005987994,0.00040113297,0.00029222455,0.00056737266,0.0003277464],"domain_scores_gemma":[0.9864331,0.012216462,0.0003281103,0.00020227571,0.0006721603,0.00014790156],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0057711396,0.0001047618,0.00015208172,0.00010427442,0.0011789133,0.00019862855,0.00018700438,0.000105001054,0.00007081777],"category_scores_gemma":[0.03045538,0.00009533575,0.000054811233,0.0004950113,0.00017192589,0.00023805011,0.000011978452,0.00013597423,0.000021342903],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000084554285,0.0001733936,0.06585089,0.00006549709,0.00001586297,4.1942747e-9,0.13673285,0.0000021099124,0.00003627032,0.06409016,0.0021172776,0.7309072],"study_design_scores_gemma":[0.0003236919,0.000032032756,0.599244,0.00006124667,0.000028216928,4.3702468e-7,0.07092266,0.000076223296,0.0000046747987,0.009052297,0.32018873,0.00006576487],"about_ca_topic_score_codex":0.00076626264,"about_ca_topic_score_gemma":0.00053298334,"teacher_disagreement_score":0.73084146,"about_ca_system_score_codex":0.00026283605,"about_ca_system_score_gemma":0.0041455,"threshold_uncertainty_score":0.9777115},"labels":[],"label_agreement":null},{"id":"W2953866421","doi":"10.33832/ijast.2019.125.04","title":"Evaluating Anti-Hypertension Medications Usage on Patient Care Online Blogs","year":2019,"lang":"en","type":"article","venue":"International Journal of Advanced Science and Technology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Computer science; Medicine; Family medicine","score_opus":0.06289916504139008,"score_gpt":0.4565776258229779,"score_spread":0.3936784607815878,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2953866421","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9739731,0.0003171092,0.000012442198,0.019343583,0.0055940007,0.00026842338,0.0000029466307,0.000022383258,0.00046604383],"genre_scores_gemma":[0.9949148,0.00042516863,0.003999202,0.00040372345,0.00023273473,0.00001129144,0.0000013811413,0.0000041191797,0.0000075262305],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9979691,0.000047411813,0.00030985093,0.00017892574,0.0012930203,0.00020169772],"domain_scores_gemma":[0.99597186,0.0004444205,0.00038567538,0.000112052585,0.0029844912,0.00010150533],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008353856,0.00006226201,0.00013478482,0.0006802071,0.00029687956,0.00003213343,0.0005525657,0.0000837489,0.000033064123],"category_scores_gemma":[0.0070972773,0.000054823257,0.000021139702,0.0007708661,0.0007170715,0.00037033475,0.00006240847,0.00024934576,0.000010233414],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021273714,0.00012708681,0.017674401,0.0000047959315,0.000012594868,0.000009111106,0.009194811,0.000115557705,0.023670185,0.011893456,0.000026567326,0.93725014],"study_design_scores_gemma":[0.006755752,0.009660339,0.21133542,0.0023252415,0.00013266414,0.000434078,0.46329233,0.0013930629,0.032083698,0.04235589,0.22894777,0.001283759],"about_ca_topic_score_codex":0.00005544789,"about_ca_topic_score_gemma":0.000044754725,"teacher_disagreement_score":0.9359664,"about_ca_system_score_codex":0.00039911314,"about_ca_system_score_gemma":0.0011782079,"threshold_uncertainty_score":0.84966165},"labels":[],"label_agreement":null},{"id":"W2954324655","doi":"","title":"The Role of Social Media in Catalyzing Collaborations: Exploring the Global Influence of Nursing","year":2019,"lang":"en","type":"article","venue":"Sigma's 30th International Nursing Research Congress","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Social media; Nursing; Public relations; Business; Sociology; Political science; Medicine; Computer science; World Wide Web","score_opus":0.15325917940900993,"score_gpt":0.48919318388453037,"score_spread":0.33593400447552046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2954324655","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9691837,0.00058678724,0.000002302157,0.0118993865,0.006361823,0.00093667256,0.000024072337,0.000016169797,0.0109891035],"genre_scores_gemma":[0.9987985,0.00017181232,0.000048315644,0.000009309752,0.0006536638,0.00027276773,0.000008252484,0.000010310124,0.000027054883],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99578744,0.00094267057,0.0005031347,0.00023268163,0.0020183967,0.0005157014],"domain_scores_gemma":[0.9896086,0.0078083314,0.00026685183,0.0002186524,0.0020103105,0.00008726726],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004288469,0.00009190918,0.00017192679,0.00019993307,0.0008632755,0.00014316381,0.0010339209,0.000092067356,0.000025425705],"category_scores_gemma":[0.014505703,0.00007628032,0.000047191577,0.0016224628,0.0020134074,0.0005065835,0.000052893694,0.00040204282,0.000010615093],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019626062,0.0002341686,0.119729064,0.000022011835,0.000029224782,8.4179555e-7,0.26689,0.00028172307,0.00064373994,0.45112914,0.00031494396,0.16052887],"study_design_scores_gemma":[0.0006342741,0.000060514176,0.4710465,0.0020371056,0.0000132093455,0.0000011575737,0.39985886,0.0004440715,0.0017339656,0.11120413,0.012748531,0.00021766726],"about_ca_topic_score_codex":0.0021632647,"about_ca_topic_score_gemma":0.00294344,"teacher_disagreement_score":0.35131744,"about_ca_system_score_codex":0.0019755715,"about_ca_system_score_gemma":0.0015423037,"threshold_uncertainty_score":0.9937955},"labels":[],"label_agreement":null},{"id":"W2955003218","doi":"10.1016/j.jand.2019.05.016","title":"Effects of an Evidence-Informed Healthy Eating Blog on Dietary Intakes and Food-Related Behaviors of Mothers of Preschool- and School-Aged Children: A Randomized Controlled Trial","year":2019,"lang":"en","type":"article","venue":"Journal of the Academy of Nutrition and Dietetics","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Danone Institute of Canada","keywords":"Randomized controlled trial; Healthy eating; Medicine; Psychology; Environmental health; Pediatrics; Gerontology; Physical therapy; Physical activity; Internal medicine","score_opus":0.04179948406600978,"score_gpt":0.3743452469572159,"score_spread":0.3325457628912061,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2955003218","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98813266,0.0043397094,5.238912e-7,0.0027707152,0.0005451865,0.0041878163,0.0000037353163,0.0000035661685,0.000016116926],"genre_scores_gemma":[0.9911908,0.008101254,0.00041282867,0.00008053823,0.00016090334,0.000043707616,3.2442466e-7,0.0000072043736,0.000002430978],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9967901,0.0012229354,0.0012251146,0.00009769657,0.000520223,0.00014391402],"domain_scores_gemma":[0.9900187,0.0072909994,0.0023172928,0.00006222413,0.00014344875,0.00016730915],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0028007159,0.00010978931,0.0010376142,0.00017856558,0.00011430313,0.000011427973,0.00015944324,0.00022777135,0.0000073577603],"category_scores_gemma":[0.009474663,0.0000773095,0.00019093134,0.00018178091,0.00053428486,0.00024084198,0.000021251924,0.00039042026,6.685854e-8],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.77075744,0.0023613246,0.14965191,0.0041267085,0.00080939976,2.7728376e-7,0.05681166,0.00002717728,0.010507663,0.0006377742,0.0001754729,0.004133176],"study_design_scores_gemma":[0.62928116,0.0049261088,0.3505936,0.00432603,0.00067829294,0.0000035769453,0.0052218456,0.000057159104,0.0017461906,0.0030293802,0.0000057299403,0.00013090737],"about_ca_topic_score_codex":0.000111716676,"about_ca_topic_score_gemma":0.0000062122845,"teacher_disagreement_score":0.2009417,"about_ca_system_score_codex":0.000043891556,"about_ca_system_score_gemma":0.00020296685,"threshold_uncertainty_score":0.99886894},"labels":[],"label_agreement":null},{"id":"W2955540625","doi":"10.2196/14021","title":"Using Facebook Advertising to Recruit Representative Samples: Feasibility Assessment of a Cross-Sectional Survey","year":2019,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":103,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Public Health Ontario; University of Toronto; Memorial University of Newfoundland","funders":"","keywords":"Sample (material); Representativeness heuristic; Random digit dialing; Population; Cross-sectional study; Sample size determination; Advertising; Psychology; Medicine; Demography; Environmental health; Statistics; Social psychology; Mathematics; Business; Sociology","score_opus":0.7046044687955934,"score_gpt":0.6837769197532995,"score_spread":0.02082754904229389,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2955540625","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9905581,0.000057529567,0.0016487337,0.001508959,0.0034292268,0.0014089398,0.0000070218193,0.000005421189,0.001376071],"genre_scores_gemma":[0.99680203,0.00006751478,0.0018520928,0.00006701952,0.00085776515,0.000031322157,0.0000020714426,0.00001075709,0.0003094355],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.986768,0.005137268,0.0010563751,0.0002792055,0.0062517403,0.00050742016],"domain_scores_gemma":[0.9821533,0.013057711,0.0004397475,0.00021179864,0.0033497256,0.00078769826],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.05044808,0.000083483785,0.00035608653,0.000370164,0.00016534231,0.00012794627,0.00088604365,0.00025419702,0.0052940785],"category_scores_gemma":[0.07350222,0.00007481742,0.000114718656,0.000745013,0.00074846984,0.0002948908,0.00020569396,0.0012918859,0.00003028318],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016219457,0.00015317416,0.9840283,0.000045781984,0.000032557797,0.000004383522,0.012403844,0.000018061015,0.00022724747,0.00054288644,0.00078373123,0.0015978469],"study_design_scores_gemma":[0.00039708748,0.0003074709,0.9899914,0.00029569108,0.0000025430022,0.0000066593043,0.0045011197,0.0002484855,0.00012666309,0.00047887632,0.003580317,0.00006367172],"about_ca_topic_score_codex":0.037144996,"about_ca_topic_score_gemma":0.003402271,"teacher_disagreement_score":0.033742726,"about_ca_system_score_codex":0.0020247716,"about_ca_system_score_gemma":0.006277577,"threshold_uncertainty_score":0.9993559},"labels":[],"label_agreement":null},{"id":"W2955833368","doi":"10.21315/eimj2019.11.2.5","title":"Podcasting 101: Top Tips on Educational Podcasting","year":2019,"lang":"en","type":"article","venue":"Education in Medicine Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"RSS; Multimedia; Computer science; Curriculum; The Internet; Web syndication; World Wide Web; Summative assessment; Publication; Medical education; Medicine; Psychology; Formative assessment; Mathematics education; Pedagogy","score_opus":0.09978621819399534,"score_gpt":0.4668821622918661,"score_spread":0.3670959440978707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2955833368","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7601295,0.00045466048,0.000028102037,0.11229093,0.04283772,0.00069384987,4.1965953e-7,0.000025493271,0.0835393],"genre_scores_gemma":[0.95877594,0.00021234188,0.0018911255,0.0021056554,0.03035827,0.00014495477,0.000013961257,0.000029116121,0.006468659],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99719745,0.0005134497,0.00065228273,0.00025187712,0.0009068963,0.0004780333],"domain_scores_gemma":[0.99525106,0.0032753563,0.00047187402,0.0001757044,0.0004466471,0.0003793304],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003351885,0.00014038243,0.00023770533,0.00057337683,0.0005854518,0.00006900248,0.00030548635,0.00013023721,0.008039706],"category_scores_gemma":[0.014978097,0.00013625428,0.00004226015,0.0008058912,0.00015286861,0.0003372311,0.000013484878,0.0007840374,0.0003967723],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029504223,0.00041563786,0.67404807,0.000056810753,0.000009845003,8.363983e-7,0.10213364,0.000046196532,0.00010153745,0.0200608,0.09027185,0.11282526],"study_design_scores_gemma":[0.00085523503,0.00023134211,0.48483256,0.0016263137,0.000018924426,0.0000683905,0.10017884,0.00004844059,0.000012747294,0.013705497,0.39810014,0.0003215581],"about_ca_topic_score_codex":0.00206065,"about_ca_topic_score_gemma":0.00020924663,"teacher_disagreement_score":0.3078283,"about_ca_system_score_codex":0.0012546987,"about_ca_system_score_gemma":0.0073145903,"threshold_uncertainty_score":0.998313},"labels":[],"label_agreement":null},{"id":"W2956100327","doi":"10.1249/01.mss.0000561233.96386.45","title":"Communicating Exercise Oncology Research in the Digital Age: Presenting the Exercise Oncology Twitter Conference","year":2019,"lang":"en","type":"article","venue":"Medicine & Science in Sports & Exercise","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Presentation (obstetrics); Analytics; Social media; Medical education; Psychology; Internal medicine; Medicine; Oncology; Computer science; World Wide Web; Data science","score_opus":0.21784132265038803,"score_gpt":0.4880574893585592,"score_spread":0.27021616670817117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2956100327","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89073753,0.0003100535,0.0000011550541,0.037106875,0.0033398026,0.004696588,7.672081e-7,0.000045623714,0.06376161],"genre_scores_gemma":[0.9944701,0.0023407957,0.0001674572,0.0004827784,0.0005260601,0.0015508971,0.0000071885433,0.000021181306,0.00043350525],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9917802,0.0012233399,0.0011085473,0.0008292133,0.0032507672,0.0018078982],"domain_scores_gemma":[0.98932654,0.0076468596,0.00049764273,0.001523656,0.0006421455,0.00036318414],"candidate_categories":["metaresearch","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.036415372,0.0002572502,0.00074799155,0.00075617473,0.0017439114,0.00030331095,0.0042210957,0.0002797234,0.00041342853],"category_scores_gemma":[0.0062527712,0.00016809175,0.00006138249,0.005582746,0.009422348,0.00086258556,0.0005727935,0.0020066574,0.00011855787],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000333848,0.00020264322,0.41114548,0.00003212828,1.6770915e-7,0.00006665122,0.33940828,0.0000059907543,0.00001490061,0.00026672502,0.00074172794,0.24808191],"study_design_scores_gemma":[0.0005545689,0.00012800455,0.56170803,0.001382745,0.000017030556,0.0000072564767,0.3654232,0.00015647274,0.0000034193636,0.0039295238,0.06646098,0.0002288045],"about_ca_topic_score_codex":0.022642588,"about_ca_topic_score_gemma":0.004177742,"teacher_disagreement_score":0.2478531,"about_ca_system_score_codex":0.0012069343,"about_ca_system_score_gemma":0.0039708377,"threshold_uncertainty_score":0.9995557},"labels":[],"label_agreement":null},{"id":"W2962883595","doi":"10.2196/12809","title":"Media Use Among Students From Different Health Curricula: Survey Study","year":2019,"lang":"en","type":"article","venue":"JMIR Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Laptop; Curriculum; Mobile device; Medical education; Electronic media; Health science; Psychology; Class (philosophy); Medicine; Multimedia; Computer science; Pedagogy; World Wide Web","score_opus":0.08875885659064778,"score_gpt":0.48585235334101434,"score_spread":0.39709349675036654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2962883595","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96680254,0.00013334818,0.000004565584,0.0043942183,0.023746034,0.0047001797,0.000012526364,0.00010145532,0.00010511515],"genre_scores_gemma":[0.99446684,0.00014635942,0.000034224442,0.001097813,0.0022170488,0.0015421059,0.00031674924,0.000023617595,0.0001552412],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9928732,0.0026517846,0.00059235364,0.0004960397,0.0028662193,0.0005203882],"domain_scores_gemma":[0.9933501,0.004430952,0.000341442,0.00040319902,0.00025825383,0.0012160877],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0029347283,0.0001784581,0.0003903636,0.00013193223,0.00036830865,0.00015078358,0.0006382692,0.00024610772,0.0022364191],"category_scores_gemma":[0.014894184,0.00016502416,0.00005459851,0.000553876,0.00020601678,0.0003643585,0.000076909244,0.00045554808,0.00030735307],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009213007,0.0025320873,0.87540674,0.000009272503,0.000011941144,2.3760555e-7,0.0905933,4.0758138e-8,1.5835037e-7,0.00010370272,0.0046589677,0.026674312],"study_design_scores_gemma":[0.0004240752,0.00007850391,0.97054607,0.00012386468,0.000008309086,5.341296e-8,0.024750203,0.0000064313526,3.218593e-7,0.00011336081,0.003801747,0.00014707408],"about_ca_topic_score_codex":0.22981925,"about_ca_topic_score_gemma":0.096859746,"teacher_disagreement_score":0.13295951,"about_ca_system_score_codex":0.00094381295,"about_ca_system_score_gemma":0.0044648033,"threshold_uncertainty_score":0.99867564},"labels":[],"label_agreement":null},{"id":"W2962920512","doi":"10.7287/peerj.preprints.16v1","title":"The role of Twitter in the life cycle of a scientific publication","year":2013,"lang":"en","type":"article","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":110,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Publication; Publishing; Social media; Scientific publishing; Public relations; Scientific progress; Internet privacy; Intellectual property; Political science; Sociology; Computer science; World Wide Web; Law","score_opus":0.07318008262395792,"score_gpt":0.3792683179186161,"score_spread":0.3060882352946582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2962920512","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.927492,0.00010679433,0.0000018828362,0.04249083,0.0006693602,0.00081278215,2.3908672e-7,0.000007034122,0.028419072],"genre_scores_gemma":[0.9990128,0.000012383809,0.00006113832,0.00022901117,0.00012250342,0.00041047862,9.1856657e-7,0.0000017409172,0.00014902525],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9990008,0.00025895223,0.00019791402,0.00006964554,0.0003321298,0.00014057253],"domain_scores_gemma":[0.9979813,0.0014012711,0.00011886541,0.00017920384,0.0002814401,0.00003790462],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020230885,0.00002349894,0.000046217803,0.000044936492,0.00028922225,0.00008372099,0.00032057372,0.000034747252,0.00024539267],"category_scores_gemma":[0.0041860845,0.000013453317,0.000017466877,0.0006526405,0.00042326836,0.00016196462,0.000011515379,0.00005070373,0.000048386133],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000036666197,0.0002059329,0.22888891,0.000015587846,0.000005451068,7.270685e-9,0.40838614,0.0000012349896,0.0006236584,0.21745576,0.01669065,0.12772302],"study_design_scores_gemma":[0.0000786587,0.000014565972,0.68191373,0.0000079086085,0.0000036434624,2.7329486e-8,0.15886146,0.00014822415,0.00036961478,0.03788446,0.12067011,0.00004761775],"about_ca_topic_score_codex":0.025390012,"about_ca_topic_score_gemma":0.0034839744,"teacher_disagreement_score":0.4530248,"about_ca_system_score_codex":0.000027326803,"about_ca_system_score_gemma":0.0003513174,"threshold_uncertainty_score":0.9811},"labels":[],"label_agreement":null},{"id":"W2963005579","doi":"","title":"The Med Thread - podcasting and pharmacy education","year":2018,"lang":"en","type":"article","venue":"The Journal of Macrodynamic Analysis (Memorial University of Newfoundland)","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Pharmacy; Computer science; Thread (computing); Medical education; Medicine; Multimedia; Family medicine; Operating system","score_opus":0.03483365492615441,"score_gpt":0.33894610720387175,"score_spread":0.3041124522777173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2963005579","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9822842,0.00036089722,0.00085138093,0.009325788,0.004503146,0.00022061782,0.000002006088,0.00000810113,0.0024438512],"genre_scores_gemma":[0.9945834,0.0018322167,0.00025963483,0.00003810227,0.0029836555,1.8956445e-7,0.0000015931117,0.000004357817,0.0002968307],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99826735,0.0006895241,0.00028495013,0.000086277876,0.00047151523,0.00020039755],"domain_scores_gemma":[0.9959679,0.0021662943,0.00084212987,0.00014919176,0.0007446751,0.00012977284],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0030343076,0.00007686744,0.00023480783,0.00017689388,0.0017152521,0.00004389133,0.0005177785,0.000048842943,0.000090880385],"category_scores_gemma":[0.0011474672,0.00005564095,0.00012858222,0.0009172693,0.0010176407,0.00022538872,0.00004694107,0.00018936944,0.000004378538],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030859185,0.00042172754,0.35286534,0.000053923755,0.0041529173,0.0000071831646,0.31193405,0.00021802484,0.0010415192,0.013239506,0.0045338487,0.30844605],"study_design_scores_gemma":[0.0045371093,0.0006597595,0.42458412,0.00019733745,0.015842771,0.000045319728,0.2659997,0.0057387245,0.000040382394,0.021261659,0.26035655,0.00073660235],"about_ca_topic_score_codex":0.042687662,"about_ca_topic_score_gemma":0.05932337,"teacher_disagreement_score":0.30770946,"about_ca_system_score_codex":0.00030741532,"about_ca_system_score_gemma":0.0010696428,"threshold_uncertainty_score":0.9995844},"labels":[],"label_agreement":null},{"id":"W2963460640","doi":"10.1016/j.athoracsur.2019.05.083","title":"Trainee Thoracic Surgery Social Media Network: Early Experience With TweetChat-Based Journal Clubs","year":2019,"lang":"en","type":"article","venue":"The Annals of Thoracic Surgery","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Social media; Medicine; Autonomy; Medical education; World Wide Web; Computer science","score_opus":0.28120835310333864,"score_gpt":0.4530733543254394,"score_spread":0.17186500122210074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2963460640","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97136354,0.00097007863,0.0000641557,0.01793826,0.008463869,0.00060270634,0.0000072580583,0.00009013259,0.0004999997],"genre_scores_gemma":[0.9929267,0.00044960264,0.000111391855,0.00088312884,0.0053485464,0.00017666069,0.00001023834,0.00005004049,0.000043683296],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99349725,0.0024099555,0.0008942242,0.00033819402,0.0016441103,0.001216247],"domain_scores_gemma":[0.9637502,0.03359977,0.0010947178,0.00040885524,0.00077804236,0.00036842187],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012979758,0.0002767281,0.0007996502,0.00028938,0.0011745789,0.00016522982,0.00062205,0.0002629566,0.00056692836],"category_scores_gemma":[0.0070750206,0.00021180963,0.0004278489,0.0016812038,0.0009358595,0.000586881,0.000037479946,0.000553576,0.00007124086],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014477667,0.0002556316,0.49821955,0.0002064153,0.00012394783,0.00002462884,0.1722896,0.00010319328,0.000042968084,0.0005447452,0.02442761,0.30231392],"study_design_scores_gemma":[0.00023932436,0.00021651894,0.80927795,0.0022658089,0.00022374648,0.000029997445,0.09146391,0.000067276866,0.0038132635,0.007870588,0.082313396,0.00221822],"about_ca_topic_score_codex":0.00086766045,"about_ca_topic_score_gemma":0.00036704383,"teacher_disagreement_score":0.3110584,"about_ca_system_score_codex":0.00009411012,"about_ca_system_score_gemma":0.0024944686,"threshold_uncertainty_score":0.90340304},"labels":[],"label_agreement":null},{"id":"W2963483519","doi":"10.5430/jct.v8n3p15","title":"Use of Rain Classroom as a Teaching Tool in a Biochemistry Course","year":2019,"lang":"en","type":"article","venue":"Journal of Curriculum and Teaching","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Teaching method; Course (navigation); Test (biology); Computer science; Mathematics education; Multimedia; Medical education; Psychology; Engineering; Ecology; Medicine; Biology","score_opus":0.036048008359300235,"score_gpt":0.3739337143179343,"score_spread":0.3378857059586341,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2963483519","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99480695,0.00031584143,0.000030045512,0.0017204914,0.0015926145,0.00023887413,8.214275e-7,0.0000068613567,0.001287484],"genre_scores_gemma":[0.9975754,0.000085196494,0.0015835706,0.000086188214,0.0005867804,0.000005006913,5.119691e-7,0.000007296876,0.000070052876],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982969,0.00049263565,0.00047973634,0.000103679784,0.0004067925,0.00022021633],"domain_scores_gemma":[0.9980131,0.0011542994,0.00055027724,0.000082128594,0.00009450791,0.000105705],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003270012,0.00008055936,0.000254883,0.00011294973,0.00016971352,0.000060097416,0.00013891865,0.00011912476,0.000026538266],"category_scores_gemma":[0.006606218,0.00007347325,0.00006852896,0.000093180046,0.00007049255,0.00048271543,0.000021701035,0.0007665681,0.0000023678024],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001826817,0.000406488,0.8618789,0.00007727768,0.00001859273,0.000007978025,0.04773893,0.000009793558,0.0014449415,0.011667138,0.0005065405,0.076225206],"study_design_scores_gemma":[0.00615697,0.0011683037,0.43667215,0.0071478146,0.0002982584,0.00018877164,0.34604174,0.0012193135,0.0010775424,0.012346918,0.186216,0.0014662097],"about_ca_topic_score_codex":0.004282373,"about_ca_topic_score_gemma":0.00012113971,"teacher_disagreement_score":0.4252067,"about_ca_system_score_codex":0.00016327058,"about_ca_system_score_gemma":0.00049200957,"threshold_uncertainty_score":0.7908737},"labels":[],"label_agreement":null},{"id":"W2963801520","doi":"10.1017/cem.2019.352","title":"Using personal mobile devices to record patient's medical information – Doing the right thing in the wrong way?","year":2019,"lang":"en","type":"letter","venue":"Canadian Journal of Emergency Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; University of Manitoba","funders":"","keywords":"Medicine; Action (physics); Content (measure theory); Internet privacy; World Wide Web; Advertising; Computer science; Business","score_opus":0.14048702315597844,"score_gpt":0.4108988313058218,"score_spread":0.27041180814984334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2963801520","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05362542,0.001729995,0.00005386546,0.8618742,0.07622799,0.0015021418,0.000008551463,0.0000052126657,0.004972621],"genre_scores_gemma":[0.12757859,0.0012460103,0.0003187602,0.76869696,0.10161481,0.00025475677,0.00007028766,0.000068724155,0.00015107355],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99483293,0.0010531024,0.0013360019,0.00014492491,0.001925056,0.00070798915],"domain_scores_gemma":[0.9957331,0.0019520865,0.0010322339,0.00020290862,0.0005712015,0.00050851534],"candidate_categories":["metaresearch","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0052993475,0.00020685181,0.00040877392,0.00062987756,0.0008530187,0.000046171845,0.0010935275,0.0005047299,0.00499293],"category_scores_gemma":[0.008376682,0.00012536356,0.000116692856,0.0010237251,0.00023198935,0.00057321414,0.000014833364,0.002426866,0.000030786337],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000032328114,0.0000030534966,0.004612021,0.000074124655,0.00001755482,0.000041034662,0.28356725,0.00001007105,2.0823472e-7,0.00004216056,0.69845766,0.0131716225],"study_design_scores_gemma":[0.00010169583,0.00011549588,0.0010314145,0.00084841985,0.00004893741,0.000010182155,0.04649984,0.000034840352,8.781057e-8,0.000065772765,0.95111233,0.00013099301],"about_ca_topic_score_codex":0.23562764,"about_ca_topic_score_gemma":0.33238444,"teacher_disagreement_score":0.25265467,"about_ca_system_score_codex":0.0011027459,"about_ca_system_score_gemma":0.0069495477,"threshold_uncertainty_score":0.99997616},"labels":[],"label_agreement":null},{"id":"W2964446673","doi":"10.2196/12444","title":"Health Research Using Facebook to Identify and Recruit Pregnant Women Who Use Electronic Cigarettes: Internet-Based Nonrandomized Pilot Study","year":2019,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute","keywords":"The Internet; Medicine; Psychology; Internet privacy; Family medicine; Medical education; World Wide Web; Computer science","score_opus":0.6978306522466721,"score_gpt":0.6613133425449723,"score_spread":0.03651730970169975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2964446673","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46440357,0.000007495381,0.000012632763,0.0021030044,0.000059625498,0.53322893,0.000002818186,0.00005627006,0.00012563424],"genre_scores_gemma":[0.27532583,0.000006715732,0.00007084824,0.00014084396,0.00026551823,0.7228492,0.0000018533701,0.000046204885,0.0012929955],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.97535473,0.016254444,0.0007368555,0.0009897135,0.0034805725,0.003183703],"domain_scores_gemma":[0.98758054,0.00898462,0.00019414087,0.00074067566,0.0013339192,0.0011661295],"candidate_categories":["metaresearch","sts","scholarly_communication"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.042840514,0.00022565818,0.00066003174,0.0009611661,0.0013882829,0.001051443,0.00094824954,0.00014129802,0.00055445265],"category_scores_gemma":[0.010128183,0.00022052192,0.000044747336,0.0020867323,0.00055426615,0.0005642154,0.00036270788,0.0017674883,0.00023244729],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.023555307,0.009040669,0.20817457,0.0020485607,0.00014820875,0.00001859147,0.65586174,0.000012821929,0.0025733525,0.002022112,0.013829804,0.08271425],"study_design_scores_gemma":[0.03344474,0.066775344,0.12230472,0.015158813,0.0000055605224,0.0000014399251,0.08851526,0.00039571745,0.00055714266,0.0015169152,0.6701437,0.0011806318],"about_ca_topic_score_codex":0.015403105,"about_ca_topic_score_gemma":0.0030518335,"teacher_disagreement_score":0.6563139,"about_ca_system_score_codex":0.005548865,"about_ca_system_score_gemma":0.008513374,"threshold_uncertainty_score":0.9999856},"labels":[],"label_agreement":null},{"id":"W2965965711","doi":"10.13140/rg.2.1.1692.1206","title":"#FOAMems - the impact to date","year":2016,"lang":"en","type":"article","venue":"Acquire (CQUniversity)","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University; University of Toronto","funders":"","keywords":"Computer science","score_opus":0.09774614096826417,"score_gpt":0.39893136829646125,"score_spread":0.3011852273281971,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2965965711","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9098924,0.00003429801,0.000162644,0.049204107,0.0026581918,0.00074211374,0.000007274751,0.000112346665,0.03718665],"genre_scores_gemma":[0.99584574,0.000114946124,0.000066906694,0.0005299365,0.00094807486,0.000016346412,0.0000010674194,0.000008528369,0.002468441],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99884987,0.00021341242,0.000087120745,0.00018196281,0.00027027912,0.0003973596],"domain_scores_gemma":[0.99817073,0.0010894494,0.00006522932,0.00027292117,0.000111188594,0.0002904854],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00046539414,0.0000796198,0.000093811585,0.000110223285,0.0008278453,0.00003637131,0.0005417982,0.00008185285,0.0009311775],"category_scores_gemma":[0.0013644828,0.00004997832,0.00006111222,0.0007310371,0.00027594206,0.0003754214,0.000081221704,0.000053990607,0.0006968161],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013515863,0.00015839795,0.16256054,0.000011313025,0.00014115614,0.00002049758,0.21665964,0.000005452844,0.0013952448,0.098149635,0.091827475,0.4289355],"study_design_scores_gemma":[0.00022301613,0.00006373393,0.083096065,0.00003043454,0.000021577802,3.5962992e-7,0.0101545295,7.7985084e-7,0.00011700158,0.0009965195,0.9051362,0.0001597406],"about_ca_topic_score_codex":0.011581359,"about_ca_topic_score_gemma":0.0017030775,"teacher_disagreement_score":0.8133088,"about_ca_system_score_codex":0.0004199171,"about_ca_system_score_gemma":0.0004482499,"threshold_uncertainty_score":0.9999821},"labels":[],"label_agreement":null},{"id":"W2966812530","doi":"10.2196/13862","title":"Advancing the Science of Recruitment for Family Caregivers: Focus Group and Delphi Methods","year":2019,"lang":"en","type":"article","venue":"JMIR Nursing","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Midwest Nursing Research Society","keywords":"Delphi method; Focus group; Social media; Delphi; Psychology; Identification (biology); Quality (philosophy); Population; Medical education; Public relations; Medicine; Computer science; Political science; World Wide Web; Marketing; Business","score_opus":0.17553846728607175,"score_gpt":0.5145312673264254,"score_spread":0.33899280004035365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2966812530","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9715865,0.0012604652,0.002422167,0.0067765797,0.0074491184,0.006232183,0.0000020208658,0.000036425576,0.004234512],"genre_scores_gemma":[0.9618926,0.00006413879,0.036975827,0.000057271747,0.0003436643,0.0006397393,5.3432865e-7,0.0000085720385,0.00001766644],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9988802,0.0001893332,0.00014563216,0.00018754746,0.00028184973,0.00031544102],"domain_scores_gemma":[0.99751306,0.0019940357,0.00013164518,0.00013521966,0.0001363128,0.00008973083],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002536915,0.000054923377,0.00011576867,0.0000713251,0.00063121197,0.000037130816,0.00018993104,0.000047702302,0.000005830298],"category_scores_gemma":[0.0010476633,0.000046415036,0.000027747346,0.0004356864,0.0006879617,0.00024152346,0.000014788249,0.00006734444,9.756275e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017460377,0.000029956122,0.00073011086,0.000033333537,0.0000024975222,3.0827703e-8,0.25095978,0.000002209149,0.0062321825,0.016916178,0.00017235814,0.7249039],"study_design_scores_gemma":[0.0008807312,0.00049464667,0.040106326,0.0008563239,0.00005721821,0.0000011346951,0.8177221,0.0005236728,0.0043142685,0.035699055,0.098980665,0.00036387236],"about_ca_topic_score_codex":0.001115375,"about_ca_topic_score_gemma":0.00008801662,"teacher_disagreement_score":0.72454005,"about_ca_system_score_codex":0.0004922988,"about_ca_system_score_gemma":0.00040204194,"threshold_uncertainty_score":0.4854836},"labels":[],"label_agreement":null},{"id":"W2966870052","doi":"10.2196/13467","title":"Role of Moderators on Engagement of Adolescents With Depression or Anxiety in a Social Media Intervention: Content Analysis of Web-Based Interactions","year":2019,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Mental Health","keywords":"Intervention (counseling); Psychology; Social media; Anxiety; Depression (economics); Content analysis; Content (measure theory); Clinical psychology; Psychological intervention; Psychotherapist; Developmental psychology; World Wide Web; Psychiatry; Sociology; Computer science; Social science","score_opus":0.09543713393892432,"score_gpt":0.43298831386656667,"score_spread":0.33755117992764233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2966870052","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99700165,0.000049060207,0.000005210108,0.0004961942,0.00057794707,0.0016670596,0.00004728634,0.000011776091,0.00014382895],"genre_scores_gemma":[0.99942905,0.000033248947,0.00009533473,0.00007976241,0.00005963059,0.00025029326,0.000036554415,0.000008301757,0.000007802868],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99772996,0.00064249063,0.0006198501,0.00019815865,0.00058762153,0.00022192787],"domain_scores_gemma":[0.99870205,0.0002693526,0.0006768324,0.0001260118,0.00011842279,0.00010733986],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00085667154,0.00009410196,0.00040727254,0.0003982555,0.00014706726,0.000005144759,0.00012768734,0.00006263927,0.00018273882],"category_scores_gemma":[0.00010734237,0.000080776015,0.00011994459,0.0010289701,0.00010550052,0.00009796849,0.000020519807,0.00016935487,0.0000018352139],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010766537,0.001803386,0.8923038,0.00041281068,0.00006305851,8.2389484e-8,0.08463868,0.000043452503,0.00044427175,0.00021233936,0.000052220945,0.018949239],"study_design_scores_gemma":[0.0018342698,0.00036097498,0.9287509,0.0012547389,0.000042920972,3.5301735e-8,0.065710545,0.0005755149,0.0011214106,0.000013467788,0.00024760322,0.000087645654],"about_ca_topic_score_codex":0.006618663,"about_ca_topic_score_gemma":0.032405354,"teacher_disagreement_score":0.03644706,"about_ca_system_score_codex":0.0007252709,"about_ca_system_score_gemma":0.00064773054,"threshold_uncertainty_score":0.99999636},"labels":[],"label_agreement":null},{"id":"W2967659089","doi":"10.1177/2474126419856464","title":"Educational Impact of a Podcast Covering Vitreoretinal Topics: 1-Year Survey Results","year":2019,"lang":"en","type":"article","venue":"Journal of VitreoRetinal Diseases","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Respondent; Quarter (Canadian coin); Demographics; Active listening; Medical education; Psychology; Medicine; Family medicine; Demography; Geography","score_opus":0.04335510125263427,"score_gpt":0.4053277333241126,"score_spread":0.36197263207147834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2967659089","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99156344,0.00038136836,0.0000057099,0.0019777287,0.0027818982,0.000384293,0.00020692984,0.000009762576,0.0026888708],"genre_scores_gemma":[0.99686515,0.00018430599,0.00039038446,0.000036960326,0.0023158526,0.0000103256825,0.00003927171,0.000016484735,0.00014128532],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968976,0.0007335706,0.0008409871,0.00018638454,0.00096796243,0.00037352912],"domain_scores_gemma":[0.9938014,0.0031691478,0.0011694673,0.00019482453,0.0012008704,0.0004642774],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001676654,0.0001555745,0.00041241958,0.0002347445,0.00016312249,0.00006539175,0.0003950596,0.00009596911,0.00083035463],"category_scores_gemma":[0.013607297,0.00014006022,0.00035104543,0.00049392047,0.00033248428,0.00037635973,0.00003396388,0.000250556,0.000036264686],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012885826,0.00037525964,0.9872939,0.000060773196,0.00005864881,0.0000036464976,0.003618587,0.000029706633,0.0001362133,0.0033332834,0.0017213185,0.0020800869],"study_design_scores_gemma":[0.00072362664,0.00046785068,0.99389714,0.00019237664,0.00004805832,0.0000070901397,0.0014529004,0.000007499284,0.000036986126,0.0014115311,0.0016168383,0.00013812081],"about_ca_topic_score_codex":0.00355278,"about_ca_topic_score_gemma":0.00014796336,"teacher_disagreement_score":0.011930643,"about_ca_system_score_codex":0.0005487005,"about_ca_system_score_gemma":0.0038012646,"threshold_uncertainty_score":0.9947015},"labels":[],"label_agreement":null},{"id":"W2968041696","doi":"10.1016/j.athoracsur.2019.06.062","title":"Social Media Improves Cardiothoracic Surgery Literature Dissemination: Results of a Randomized Trial","year":2019,"lang":"en","type":"article","venue":"The Annals of Thoracic Surgery","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":70,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto General Hospital; University of Toronto; University of Manitoba; St. Boniface Hospital; University of British Columbia","funders":"","keywords":"Medicine; Randomized controlled trial; Social media; Bibliometrics; Cardiothoracic surgery; Surgery; Library science; World Wide Web","score_opus":0.157135687399434,"score_gpt":0.4674257636776177,"score_spread":0.31029007627818367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2968041696","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96234643,0.0031188724,0.0000025235286,0.018832281,0.011860479,0.0021513763,0.000055114993,0.000056765813,0.0015761339],"genre_scores_gemma":[0.99323833,0.0021790273,0.000024228957,0.000087790504,0.0038229162,0.00036324194,0.000079252706,0.0000248998,0.00018031466],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99173254,0.004756569,0.0014757353,0.00030302964,0.0012322519,0.0004998834],"domain_scores_gemma":[0.86605656,0.13083342,0.0015629173,0.0004130173,0.0010050776,0.0001290024],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.030661456,0.00020058424,0.0016217219,0.00037714737,0.00031269656,0.00006769763,0.00036362605,0.00032841056,0.0000699132],"category_scores_gemma":[0.1025234,0.00015293085,0.0011474468,0.0015305625,0.00081247726,0.0003551805,0.00004541529,0.00028277904,0.000015723197],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.5630207,0.00027415142,0.00083555194,0.0005965374,0.0002744168,0.0000028700574,0.17740093,0.0000010213439,0.0001792049,0.0015334517,0.03790878,0.21797235],"study_design_scores_gemma":[0.3623938,0.000638507,0.055866305,0.020062758,0.0032863354,0.000020442105,0.16943987,0.00018798467,0.0873383,0.08753329,0.20516105,0.008071365],"about_ca_topic_score_codex":0.00060188276,"about_ca_topic_score_gemma":0.00005940273,"teacher_disagreement_score":0.20990099,"about_ca_system_score_codex":0.000044556757,"about_ca_system_score_gemma":0.000992104,"threshold_uncertainty_score":0.998138},"labels":[],"label_agreement":null},{"id":"W2968157356","doi":"10.1016/j.athoracsur.2019.06.011","title":"The Thoracic Surgery Social Media Network: Early Experience and Lessons Learned","year":2019,"lang":"en","type":"article","venue":"The Annals of Thoracic Surgery","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto General Hospital; University of Toronto; University of British Columbia","funders":"","keywords":"Annals; Social media; Audience measurement; Medicine; Analytics; Cardiothoracic surgery; Specialty; Social media analytics; Surgery; World Wide Web; Data science; Advertising; Family medicine; Computer science","score_opus":0.4136832455994256,"score_gpt":0.5052474399667025,"score_spread":0.09156419436727692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2968157356","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9302566,0.002588353,0.000002984608,0.05836988,0.007408246,0.00048187352,0.0000051339593,0.00006854717,0.00081836025],"genre_scores_gemma":[0.9901341,0.006510853,0.00001235207,0.0003987337,0.00253077,0.00021195403,0.000004705349,0.000027557746,0.00016892649],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99490106,0.0023567735,0.000597955,0.00031691068,0.0008866657,0.0009406437],"domain_scores_gemma":[0.9394274,0.05906188,0.000581769,0.00040917637,0.00032815587,0.00019166894],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.012966318,0.00018284578,0.00049891055,0.00009895035,0.0019269696,0.00016117234,0.0004812735,0.00020487896,0.000113991875],"category_scores_gemma":[0.013681752,0.00013031416,0.00023803204,0.0010059314,0.0012973904,0.0003549793,0.00010645164,0.00033205407,0.00006432722],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024249956,0.00004411946,0.14613841,0.00006183699,0.000041270046,0.0000016832919,0.10388263,0.0000026767761,0.00002210045,0.0034641295,0.014776177,0.73132247],"study_design_scores_gemma":[0.000043807217,0.000027700951,0.6905996,0.0004318022,0.00006825803,0.000002997545,0.06815444,0.000028046477,0.0010958065,0.026362756,0.2123707,0.00081406534],"about_ca_topic_score_codex":0.0019252779,"about_ca_topic_score_gemma":0.00057839166,"teacher_disagreement_score":0.7305084,"about_ca_system_score_codex":0.00003845311,"about_ca_system_score_gemma":0.00075259607,"threshold_uncertainty_score":0.99937236},"labels":[],"label_agreement":null},{"id":"W2968475433","doi":"10.1016/j.jtcvs.2019.06.099","title":"The Thoracic Surgery Social Media Network: Early experience and lessons learned","year":2019,"lang":"en","type":"article","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto General Hospital; University of Toronto; University of British Columbia","funders":"","keywords":"Annals; Audience measurement; Social media; Medicine; Analytics; Cardiothoracic surgery; Specialty; Social media analytics; Medical education; Surgery; World Wide Web; Data science; Advertising; Family medicine; Computer science","score_opus":0.1322681629917362,"score_gpt":0.39949639836091627,"score_spread":0.26722823536918006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2968475433","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9541039,0.031961158,0.000057661626,0.0036550032,0.009774648,0.00022503202,0.0000011306671,0.000019699815,0.00020176661],"genre_scores_gemma":[0.96870065,0.026839798,0.00005299431,0.000059126593,0.004262645,0.000032890774,7.745418e-7,0.000020744757,0.000030403804],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9956069,0.0018515115,0.00059631234,0.00023138445,0.0011373706,0.0005765311],"domain_scores_gemma":[0.9849275,0.013766182,0.0004583703,0.00022366035,0.00033666252,0.00028764],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014411514,0.0001554994,0.00074841763,0.00012691013,0.0012964518,0.00024588488,0.00019287964,0.0002067742,0.000022567621],"category_scores_gemma":[0.005984206,0.00012224697,0.00074132555,0.00053152937,0.0005353182,0.00046869324,0.000052914667,0.00041632092,0.000007984159],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000087217006,0.0000135853925,0.1499676,0.000045063767,0.00023605404,0.000017306973,0.026079291,0.0000054336406,0.000003037836,0.00027697004,0.0011373278,0.8221311],"study_design_scores_gemma":[0.00010265348,0.000022018328,0.7020547,0.00031915845,0.00036718245,0.00007490165,0.035195842,0.000007148411,0.000038654085,0.0024567652,0.2588743,0.00048667245],"about_ca_topic_score_codex":0.00030426527,"about_ca_topic_score_gemma":0.000058991496,"teacher_disagreement_score":0.8216444,"about_ca_system_score_codex":0.0000849371,"about_ca_system_score_gemma":0.0007384649,"threshold_uncertainty_score":0.997139},"labels":[],"label_agreement":null},{"id":"W2968491232","doi":"10.2196/14080","title":"Youth Study Recruitment Using Paid Advertising on Instagram, Snapchat, and Facebook: Cross-Sectional Survey Study","year":2019,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":75,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Minority Health and Health Disparities","keywords":"Cross-sectional study; Social media; Psychology; Advertising; Internet privacy; World Wide Web; Computer science; Medicine; Business","score_opus":0.3719547667597094,"score_gpt":0.4826779099171914,"score_spread":0.110723143157482,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2968491232","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9830695,0.00017771221,0.000006679628,0.0007422379,0.0029718298,0.012455794,0.000031600375,0.00008931369,0.00045536086],"genre_scores_gemma":[0.99805075,0.00009907872,0.000023505803,0.0005285658,0.00035369338,0.00081416714,0.000029372623,0.000021716865,0.000079162746],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9936575,0.003428117,0.00060837046,0.00066805986,0.0008068795,0.00083104457],"domain_scores_gemma":[0.99671763,0.0016036028,0.00030999753,0.00027140102,0.00027023058,0.0008271543],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.010551976,0.000202989,0.00040972527,0.00018112751,0.0014183599,0.00037898007,0.00016497726,0.00012814015,0.00005086817],"category_scores_gemma":[0.0021099932,0.00020434009,0.00002714027,0.00056107854,0.00016706831,0.0003093607,0.00006373162,0.00030878154,0.000014065126],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052427364,0.00045219643,0.91150993,0.000035362013,0.000012754117,4.7408167e-7,0.07527232,0.0000017259244,2.6447546e-7,0.00007484416,0.000012477548,0.01257524],"study_design_scores_gemma":[0.0009239228,0.0008037018,0.9484444,0.000008618675,3.5081808e-7,4.9447266e-7,0.044374786,0.000031555366,2.8606568e-8,0.000011863096,0.0052251113,0.00017516124],"about_ca_topic_score_codex":0.022432232,"about_ca_topic_score_gemma":0.017124154,"teacher_disagreement_score":0.03693449,"about_ca_system_score_codex":0.0007026031,"about_ca_system_score_gemma":0.002031129,"threshold_uncertainty_score":0.9998817},"labels":[],"label_agreement":null},{"id":"W2969973443","doi":"10.1093/asj/sjz015","title":"Commentary on: The Public’s Perception on Breast and Nipple Reconstruction: A Crowdsourcing-Based Assessment","year":2019,"lang":"en","type":"letter","venue":"Aesthetic Surgery Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Crowdsourcing; Perception; Breast reconstruction; MEDLINE; Internal medicine; Breast cancer; World Wide Web; Epistemology","score_opus":0.07937912886216048,"score_gpt":0.3365983307057467,"score_spread":0.2572192018435862,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2969973443","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.086625345,0.000046423964,0.0000127591575,0.89572686,0.016012726,0.00072146027,0.000014217861,0.00003821865,0.0008019811],"genre_scores_gemma":[0.09137445,0.00038838622,0.00010621055,0.89328724,0.014305789,0.00029064473,0.00006595552,0.00006832945,0.00011297844],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99452573,0.0027222137,0.0005407477,0.0003460226,0.0012199117,0.0006453608],"domain_scores_gemma":[0.9910029,0.0075053745,0.0006979378,0.00034974588,0.0002501042,0.00019390025],"candidate_categories":["sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0043821936,0.00028215168,0.0004088263,0.0003572141,0.0019712078,0.00057167327,0.00029773088,0.000544459,0.001481208],"category_scores_gemma":[0.00026507102,0.00022141731,0.00023681612,0.00029105786,0.0005451742,0.00018000675,0.000018262712,0.0028751031,0.00008926445],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010358848,0.000042767777,0.01349793,0.000012572401,0.000012507219,0.000019467965,0.0010008246,0.0000013508363,6.986834e-8,0.00004820449,0.8277069,0.15764704],"study_design_scores_gemma":[0.00017196615,0.00007479921,0.0034054427,0.00051146816,0.000031653388,0.002796065,0.002593291,0.000023065493,2.1855908e-7,0.00034836665,0.9897539,0.00028977965],"about_ca_topic_score_codex":0.00058659125,"about_ca_topic_score_gemma":0.000069037655,"teacher_disagreement_score":0.16204698,"about_ca_system_score_codex":0.0013093539,"about_ca_system_score_gemma":0.0019848314,"threshold_uncertainty_score":0.99943155},"labels":[],"label_agreement":null},{"id":"W2969982238","doi":"10.2196/15297","title":"Opportunities and Obstacles for Providing Medical Education Through Social Media","year":2019,"lang":"en","type":"article","venue":"JMIR Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mainstream; Social media; Public relations; Health care; Business; Sociology; Political science; Medical education; Engineering ethics; Medicine; Economic growth; Engineering; Economics","score_opus":0.14923811311899618,"score_gpt":0.46429192814392584,"score_spread":0.3150538150249297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2969982238","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75379467,0.0011872854,0.00006433376,0.20267272,0.026555821,0.0040611844,0.000006457575,0.0001891419,0.011468398],"genre_scores_gemma":[0.96330655,0.0016245872,0.0012608684,0.00902495,0.015435895,0.008010231,0.0002630989,0.00005513837,0.0010186676],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99674064,0.000351812,0.00047477955,0.00038212983,0.0015732631,0.00047736586],"domain_scores_gemma":[0.99553883,0.0028583012,0.00025116364,0.00015637414,0.00042731283,0.0007679968],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017809185,0.00016200711,0.0002697971,0.0001249916,0.00068762136,0.00009445875,0.00033309593,0.00058304437,0.0019496874],"category_scores_gemma":[0.025568867,0.00016891707,0.00006511189,0.00030455628,0.0005417509,0.00054075115,0.00004009218,0.00031079765,0.000040211762],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023961618,0.000507909,0.004863631,0.00027875265,0.000009737956,1.8721477e-7,0.17026271,8.228194e-9,0.0000044171393,0.25240174,0.039576292,0.53207064],"study_design_scores_gemma":[0.00047663262,0.000048273298,0.012918263,0.000335495,0.000025552601,0.0000032122157,0.1630255,0.000033021006,0.00001101307,0.019096397,0.80373824,0.000288427],"about_ca_topic_score_codex":0.001382201,"about_ca_topic_score_gemma":0.0010453828,"teacher_disagreement_score":0.76416194,"about_ca_system_score_codex":0.00041869585,"about_ca_system_score_gemma":0.03115978,"threshold_uncertainty_score":0.99896264},"labels":[],"label_agreement":null},{"id":"W2972270409","doi":"","title":"Mostly sports and congratulations : Twitter, Facebook, and Alberta higher education","year":2019,"lang":"en","type":"article","venue":"VIURRSpace (Vancouver Island University)","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social media; Medical education; Sociology; Media studies; Advertising; Internet privacy; Public relations; World Wide Web; Political science; Computer science; Business; Medicine","score_opus":0.028061951769669007,"score_gpt":0.2826694443387124,"score_spread":0.25460749256904336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2972270409","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.51534766,0.00009531834,0.000011032237,0.008228005,0.007245066,0.0015273474,0.000004625669,0.00005579466,0.46748516],"genre_scores_gemma":[0.8186662,0.0001713043,0.00011144439,0.00015792073,0.0001959099,0.000008348124,9.804817e-7,0.000009451564,0.1806784],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99913996,0.00010108329,0.00007849421,0.00025582436,0.00020033789,0.00022427847],"domain_scores_gemma":[0.99907744,0.00040095483,0.00009400286,0.00013465133,0.00010681691,0.00018613442],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011926903,0.00010238193,0.00013420975,0.00017746461,0.00036281097,0.0000437289,0.00008433849,0.00013073326,0.00048452686],"category_scores_gemma":[0.00006693287,0.0001179397,0.000021457443,0.00035578167,0.00015476851,0.00037336774,0.000032945303,0.00011200912,0.00001901947],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013128301,0.00035006096,0.3198566,0.00019391069,0.00007431076,0.00000907542,0.1357131,0.000016850732,0.00018371304,0.338504,0.18909541,0.01587167],"study_design_scores_gemma":[0.00033882624,0.000025738125,0.028048739,0.000027189188,0.000028511075,3.2663812e-7,0.011555707,0.0000071909803,0.000004794851,0.00073884276,0.9590702,0.00015395207],"about_ca_topic_score_codex":0.0066775414,"about_ca_topic_score_gemma":0.0071141063,"teacher_disagreement_score":0.76997477,"about_ca_system_score_codex":0.00016017535,"about_ca_system_score_gemma":0.0004863996,"threshold_uncertainty_score":0.99993706},"labels":[],"label_agreement":null},{"id":"W2972706598","doi":"10.1177/0969733019876801","title":"To Tweet or not to Tweet? An argument for nursing presence in the Twittersphere","year":2019,"lang":"en","type":"editorial","venue":"Nursing Ethics","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Argument (complex analysis); Nursing; Psychology; Medicine","score_opus":0.3234428316447716,"score_gpt":0.5570948828621692,"score_spread":0.23365205121739763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2972706598","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0038593514,0.000058615806,0.00036329983,0.12083181,0.86762637,0.006223724,0.00006494008,0.0000754208,0.0008964843],"genre_scores_gemma":[0.007569003,0.00007566422,0.0056316475,0.003961358,0.9799356,0.001791597,0.00011664955,0.00010791614,0.000810601],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9931541,0.0017224735,0.00054827315,0.0007982728,0.0027287034,0.0010481416],"domain_scores_gemma":[0.9628927,0.034940127,0.00028542266,0.0006883835,0.0007866598,0.0004066767],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.007942726,0.00032202253,0.00048379082,0.0001910741,0.001058029,0.00040701524,0.001432469,0.0021064011,0.000031707805],"category_scores_gemma":[0.06232436,0.00028343478,0.00008909474,0.00089574343,0.00038982008,0.00023438325,0.000023090295,0.0026517713,0.00005687983],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016699464,0.00012625681,0.000015011417,0.00009550639,0.000003010255,5.368204e-7,0.4592389,0.000018255629,0.0000044258404,0.0005588992,0.52348524,0.016286975],"study_design_scores_gemma":[0.00025613012,0.00045006452,0.00022575588,0.0034502826,0.00004717724,1.5848441e-7,0.09149193,0.000011024668,0.000012072557,0.0016567933,0.9020175,0.0003811233],"about_ca_topic_score_codex":0.005865051,"about_ca_topic_score_gemma":0.009455218,"teacher_disagreement_score":0.37853226,"about_ca_system_score_codex":0.0033515939,"about_ca_system_score_gemma":0.0076988274,"threshold_uncertainty_score":0.9999618},"labels":[],"label_agreement":null},{"id":"W2975872281","doi":"10.2196/14589","title":"Four Dissemination Pathways for a Social Media–Based Breastfeeding Campaign: Evaluation of the Impact on Key Performance Indicators","year":2019,"lang":"en","type":"article","venue":"JMIR Nursing","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Influencer marketing; Social media; Baseline (sea); Breastfeeding; Advertising; Control (management); Key (lock); Business; Internet privacy; Medicine; Political science; Computer science; Marketing; World Wide Web; Computer security","score_opus":0.12426224407992172,"score_gpt":0.452572496577375,"score_spread":0.3283102524974533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2975872281","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98870337,0.000014715016,0.000014640967,0.0023864887,0.003790425,0.0029035062,0.0000119611595,0.00003184177,0.0021430363],"genre_scores_gemma":[0.9981802,0.0000013347114,0.000057339777,0.00002338918,0.0010809667,0.0006212779,0.000014040141,0.000016574246,0.000004871343],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99786705,0.00034528767,0.00023404844,0.00017681085,0.0010655918,0.00031120368],"domain_scores_gemma":[0.9973461,0.0017557729,0.0003793448,0.00012398697,0.0003198679,0.00007492754],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023421836,0.00010240885,0.0001532681,0.00016663187,0.00064692105,0.000031741096,0.00019774388,0.00015414327,0.0000651578],"category_scores_gemma":[0.0021382174,0.00008241518,0.000111157184,0.00066492194,0.00015823965,0.00019242783,0.0000052732953,0.00013566071,0.000005859214],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000115517025,0.00021975642,0.06484117,0.00008103338,0.000009102854,1.5112374e-8,0.3335113,0.00014189734,0.0008766864,0.0019761221,0.00065368094,0.59757376],"study_design_scores_gemma":[0.0005245282,0.00009589902,0.9768084,0.00056115177,0.00004023808,1.3728976e-7,0.013356299,0.0058687455,0.0013389395,0.0011797904,0.00009134362,0.00013450184],"about_ca_topic_score_codex":0.00007543879,"about_ca_topic_score_gemma":0.000024027417,"teacher_disagreement_score":0.9119673,"about_ca_system_score_codex":0.0015654287,"about_ca_system_score_gemma":0.0008925572,"threshold_uncertainty_score":0.4975659},"labels":[],"label_agreement":null},{"id":"W2977518602","doi":"10.2196/13207","title":"A Co-Designed Social Media Intervention to Satisfy Information Needs and Improve Outcomes of Patients With Chronic Kidney Disease: Longitudinal Study","year":2019,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"British Renal Society","keywords":"Social media; Social network (sociolinguistics); Social support; Baseline (sea); Self-management; Intervention (counseling); Social capital; Medicine; Kidney disease; Psychology; Nursing; Social psychology; Computer science","score_opus":0.07645583123855891,"score_gpt":0.46582279527424636,"score_spread":0.38936696403568744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2977518602","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99228853,0.000010482748,0.000050142007,0.0009868513,0.0006214098,0.00562439,0.00009036834,0.000026285548,0.0003015683],"genre_scores_gemma":[0.99827677,0.0000053363196,0.000023621664,0.000024761026,0.00013128943,0.0014363008,0.00007183224,0.00000948203,0.00002061622],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99657977,0.0007514077,0.00042096406,0.00012828945,0.0016508248,0.00046875447],"domain_scores_gemma":[0.9970845,0.0011975131,0.00023055323,0.00014664466,0.0009371302,0.00040366122],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021419835,0.00011897954,0.00025300513,0.00057171803,0.00052087376,0.000109700806,0.00022414546,0.000078401594,0.00016647234],"category_scores_gemma":[0.0021290705,0.000101110425,0.000042014148,0.00096723996,0.00029395122,0.0014454685,0.00007261734,0.0002584091,0.00009862086],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022273089,0.00024862448,0.67216206,0.00016888116,0.00002414603,5.4212038e-8,0.30842116,1.2846613e-7,0.0000022896795,0.0008365564,0.00034821586,0.01756511],"study_design_scores_gemma":[0.0015335748,0.00095409376,0.93741375,0.00005894735,0.0000087222625,9.927491e-9,0.059085146,0.0000050235626,0.000009545282,0.00012354164,0.00070701545,0.000100604724],"about_ca_topic_score_codex":0.0015575868,"about_ca_topic_score_gemma":0.0008449127,"teacher_disagreement_score":0.2652517,"about_ca_system_score_codex":0.0007863391,"about_ca_system_score_gemma":0.00085390377,"threshold_uncertainty_score":0.41231632},"labels":[],"label_agreement":null},{"id":"W2978914789","doi":"10.29173/aar51","title":"Education Matters: Certified health professionals have higher credibility than non health professionals on Instagram","year":2019,"lang":"en","type":"article","venue":"Alberta Academic Review","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université Laval; University of Alberta","funders":"","keywords":"Credibility; Influencer marketing; Social media; Health professionals; Medicine; Certification; Public relations; Medical education; Nursing; Health care; Business; Marketing; Political science","score_opus":0.14419281328492561,"score_gpt":0.5063861624651168,"score_spread":0.3621933491801912,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2978914789","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.042738125,0.05243905,0.0000013075286,0.8705664,0.014221412,0.014966463,0.000009246533,0.00008268582,0.004975289],"genre_scores_gemma":[0.13520944,0.14361344,0.00029052145,0.6828259,0.0036306737,0.006804974,0.00034656373,0.000108981236,0.027169453],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9922493,0.003110478,0.0015526753,0.00086782523,0.0012083023,0.0010114094],"domain_scores_gemma":[0.99336296,0.0033890975,0.0014898154,0.00072606525,0.00024824924,0.0007838373],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00631083,0.00033932054,0.0009744833,0.00013842412,0.00077118946,0.000030131887,0.00070133776,0.0004596072,0.0018412258],"category_scores_gemma":[0.0023897698,0.0002887169,0.00017174923,0.0007338589,0.00014315572,0.0004741353,0.00008024903,0.001317669,0.0015094349],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002958311,0.00066227774,0.03575891,0.008908217,0.00002186051,7.5507295e-8,0.026584124,1.9728907e-7,0.000004262596,0.008699861,0.77046776,0.14886288],"study_design_scores_gemma":[0.00019725093,0.00012297416,0.050399363,0.0226377,0.000015353486,5.7988035e-7,0.002593731,0.000002162772,0.000005851289,0.0009707924,0.92274797,0.0003062616],"about_ca_topic_score_codex":0.030662155,"about_ca_topic_score_gemma":0.0015482759,"teacher_disagreement_score":0.18774047,"about_ca_system_score_codex":0.0016486406,"about_ca_system_score_gemma":0.009168354,"threshold_uncertainty_score":0.9999565},"labels":[],"label_agreement":null},{"id":"W2978943488","doi":"10.1016/j.athoracsur.2019.08.058","title":"A Call to Action: Ensure the Accuracy of Your Professional Online Image","year":2019,"lang":"en","type":"letter","venue":"The Annals of Thoracic Surgery","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Mentorship; Social media; Medicine; Scopus; Specialty; Medical education; MEDLINE; World Wide Web; Family medicine; Computer science","score_opus":0.4800655785066364,"score_gpt":0.5571492271779792,"score_spread":0.07708364867134282,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2978943488","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14726026,0.0005504018,0.0000023186124,0.8352737,0.014971504,0.0014227304,0.00014351927,0.000030043333,0.00034554262],"genre_scores_gemma":[0.05553052,0.0030550922,0.00024050933,0.8711808,0.05973743,0.0010337044,0.0004557945,0.00015366683,0.008612491],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99438727,0.0025789426,0.00076285104,0.00029383178,0.0013953525,0.0005817372],"domain_scores_gemma":[0.9553,0.041529533,0.0012810497,0.00076285464,0.0010398731,0.00008669287],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0058307312,0.0002306466,0.000662938,0.00020816537,0.00042358742,0.00003524403,0.00093842007,0.0005989081,0.00033141757],"category_scores_gemma":[0.028651481,0.00014446177,0.0003850662,0.00082664087,0.0004938571,0.00017500109,0.000121259916,0.0013669421,0.000091835274],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007314904,0.00006571931,0.0008249203,0.00036650788,0.000048762042,0.000002768462,0.012299959,8.65334e-7,0.00003046553,0.000011179357,0.95425135,0.03202436],"study_design_scores_gemma":[0.000012421302,0.000016730171,0.0061091906,0.0005825902,0.000044848046,0.0000012597005,0.0039603463,0.0000011724288,0.00035552995,0.00032864325,0.9884115,0.0001757963],"about_ca_topic_score_codex":0.00468111,"about_ca_topic_score_gemma":0.00029836202,"teacher_disagreement_score":0.09172974,"about_ca_system_score_codex":0.0000685162,"about_ca_system_score_gemma":0.002557596,"threshold_uncertainty_score":0.9795306},"labels":[],"label_agreement":null},{"id":"W2979143323","doi":"10.1177/1359105319878240","title":"A critical discourse analysis of gendered cardiovascular disease meanings of the #MoreMoments campaign on Twitter","year":2019,"lang":"en","type":"article","venue":"Journal of Health Psychology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Laurentian University","funders":"","keywords":"Critical discourse analysis; Tragedy (event); Identity (music); Foundation (evidence); Discourse analysis; Health promotion; Resistance (ecology); Stroke (engine); Disease; Gender studies; Sociology; Gerontology; Medicine; Political science; Public health; Ideology; Nursing; Social science","score_opus":0.15550721963413588,"score_gpt":0.5065061766744531,"score_spread":0.3509989570403172,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2979143323","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9445777,0.0010217228,0.00017307342,0.047385108,0.0059743337,0.000497095,0.000006849439,0.0000032590517,0.00036085516],"genre_scores_gemma":[0.99578655,0.00027152424,0.00015968276,0.0033886062,0.0003577941,0.000011941762,7.717075e-7,0.000008857927,0.000014287795],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9957225,0.0019044223,0.0008917986,0.00017134176,0.0009601865,0.0003497826],"domain_scores_gemma":[0.997134,0.00092168903,0.0008477592,0.00041924237,0.0003884035,0.00028891713],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0040779454,0.00008707946,0.0006804388,0.00033602645,0.00015395896,0.000006209614,0.00037198223,0.00009523635,0.00015819904],"category_scores_gemma":[0.002496629,0.00006367202,0.00056641456,0.00090859976,0.0003929172,0.00008203773,0.00001640148,0.00029677706,0.0000055395317],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037957414,0.0010138805,0.86697316,0.00028366823,0.0021892665,0.0000057784546,0.10812335,0.00037729242,0.000037953763,0.0028087362,0.004005019,0.01380232],"study_design_scores_gemma":[0.0005656372,0.00032601602,0.9809916,0.0001268959,0.0006949474,0.0000013374421,0.006674403,0.000013292946,0.000004822752,0.0011649397,0.009358579,0.000077549485],"about_ca_topic_score_codex":0.0005129775,"about_ca_topic_score_gemma":0.000027727046,"teacher_disagreement_score":0.11401842,"about_ca_system_score_codex":0.00023160932,"about_ca_system_score_gemma":0.0010327236,"threshold_uncertainty_score":0.29888785},"labels":[],"label_agreement":null},{"id":"W2980148319","doi":"10.1177/1932296819879909","title":"Letter to the Editor Regarding “Clinical Trial Recruitment and Retention of College Students with Type 1 Diabetes via Social Media: An Implementation Case Study”: A Commentary on Wisk et al (2019)","year":2019,"lang":"en","type":"letter","venue":"Journal of Diabetes Science and Technology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Social media; Type 2 diabetes; Medicine; Medical education; Diabetes mellitus; Psychology; Family medicine; Computer science; Endocrinology; World Wide Web","score_opus":0.14863623479461877,"score_gpt":0.4734156998466408,"score_spread":0.32477946505202204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2980148319","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.57709545,0.000037039783,3.8159874e-7,0.41174254,0.0091467835,0.0019553907,0.000012458547,0.0000082834495,0.0000017098989],"genre_scores_gemma":[0.74956393,0.00011435283,0.00020369263,0.23003747,0.01975551,0.00028742815,0.000009727225,0.000024546462,0.0000033249946],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9955922,0.0009899219,0.0008208918,0.0004085451,0.0016965072,0.0004919685],"domain_scores_gemma":[0.99537283,0.002235061,0.0011756659,0.00023251875,0.0008713796,0.00011254282],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009789829,0.0001912545,0.00058644614,0.00069347274,0.0007521372,0.00011594315,0.00065428816,0.0003740111,0.0000065759928],"category_scores_gemma":[0.0019993759,0.00013435177,0.000048944166,0.0010895713,0.0012839976,0.000415302,0.0001566309,0.0012662447,0.0000012099566],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023240458,0.0002956635,0.09173579,0.00001864686,0.00010807902,0.00003922993,0.010041657,1.0453397e-7,0.000050878683,0.00001233905,0.87798995,0.01947527],"study_design_scores_gemma":[0.015891911,0.025943957,0.01622533,0.00031467178,0.0005998222,0.00001932481,0.066771515,0.0000049295227,0.00013184705,0.00042216954,0.8731043,0.0005702265],"about_ca_topic_score_codex":0.00017453653,"about_ca_topic_score_gemma":0.0007810004,"teacher_disagreement_score":0.18170507,"about_ca_system_score_codex":0.00033509042,"about_ca_system_score_gemma":0.00072965975,"threshold_uncertainty_score":0.57849073},"labels":[],"label_agreement":null},{"id":"W2980418190","doi":"10.1200/jgo.2019.5.suppl.16","title":"Associations between the use of Twitter as a technology platform in oncology and the scientific impact of its users.","year":2019,"lang":"en","type":"article","venue":"Journal of Global Oncology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Alberta Health Services; University of Calgary","funders":"","keywords":"Social media; Directory; Medicine; Altmetrics; Dissemination; Microblogging; Correlation; Internet privacy; World Wide Web; Computer science; Mathematics","score_opus":0.16205499770933063,"score_gpt":0.4747025125568963,"score_spread":0.3126475148475657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2980418190","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9657722,0.00031011217,0.0000023117552,0.030045902,0.0021671697,0.00073152216,0.000017509126,0.0000037168159,0.0009495386],"genre_scores_gemma":[0.9991913,0.00019152781,0.00017435002,0.00016829955,0.00023741563,0.000012206254,9.0887914e-7,0.0000036339607,0.000020350044],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976936,0.00071219454,0.0007992467,0.00010733975,0.00038530727,0.00030232457],"domain_scores_gemma":[0.9914256,0.0060807904,0.001634115,0.00013731957,0.00063718413,0.00008501706],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004159546,0.00007792749,0.000581428,0.0001873092,0.00018639267,0.000025701125,0.00041309712,0.00038140698,0.00005119337],"category_scores_gemma":[0.008811028,0.000046643752,0.00012792765,0.0012000048,0.0013606065,0.0002553574,0.00006703022,0.00041696054,0.000008908125],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015704842,0.000119508804,0.96322197,0.0000056846134,0.00008601438,0.000002208335,0.015360582,0.000021620148,0.000045946304,0.00926714,0.0014299749,0.010282324],"study_design_scores_gemma":[0.0018457063,0.0011333989,0.9391676,0.00003689466,0.00008524177,0.000017767765,0.006108021,0.0000109256,0.000016667824,0.0096282,0.0418881,0.000061471284],"about_ca_topic_score_codex":0.0043355506,"about_ca_topic_score_gemma":0.00396128,"teacher_disagreement_score":0.040458124,"about_ca_system_score_codex":0.0021692961,"about_ca_system_score_gemma":0.0045177294,"threshold_uncertainty_score":0.9995382},"labels":[],"label_agreement":null},{"id":"W2981060935","doi":"10.1503/cmaj.1095799","title":"Partnerships between health authorities and Amazon Alexa raise many possibilities — and just as many questions","year":2019,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Wonder; General partnership; Amazon rainforest; Service (business); Ask price; Internet privacy; Public relations; Medicine; Business; Political science; Computer science; Psychology; Law; Marketing","score_opus":0.08421072250769283,"score_gpt":0.3843564498455571,"score_spread":0.30014572733786427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2981060935","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75948554,0.0011010272,0.0000084883395,0.23264204,0.0032129865,0.00049521675,0.000024899718,0.000035231365,0.0029945686],"genre_scores_gemma":[0.98639333,0.0017191123,0.000115376235,0.00492252,0.0049474877,0.0000426224,0.000010794156,0.0000171917,0.0018315337],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961232,0.0010903559,0.00051105075,0.00022382307,0.0012775988,0.0007739999],"domain_scores_gemma":[0.99393284,0.0021005087,0.0003253045,0.00009032351,0.00031212316,0.0032388961],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0061810175,0.00012566976,0.00030450115,0.00021873282,0.0014892273,0.00028054474,0.00017354787,0.00046124333,0.0014779753],"category_scores_gemma":[0.010936476,0.00013707476,0.000044818364,0.00025822583,0.0002655712,0.00034283544,0.000016434185,0.0009085268,0.00009860402],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000029437206,0.000011529508,0.8679695,0.00004755739,0.000029667308,0.0000075216053,0.0405804,8.756285e-8,2.1316261e-7,0.037758123,0.015834514,0.03775793],"study_design_scores_gemma":[0.0003931196,0.00009462694,0.5571666,0.00017686546,0.000018865818,0.000019038886,0.0510074,0.000011668342,3.8460766e-7,0.0052254233,0.3857045,0.00018155275],"about_ca_topic_score_codex":0.10879936,"about_ca_topic_score_gemma":0.16954267,"teacher_disagreement_score":0.36986998,"about_ca_system_score_codex":0.0022520428,"about_ca_system_score_gemma":0.010383256,"threshold_uncertainty_score":0.9998107},"labels":[],"label_agreement":null},{"id":"W2981092641","doi":"10.2196/12403","title":"Augmenting Flexnerism Via Twitterism: Need for Integrating Social Media Application in Blueprinting Pedagogical Strategies for Undergraduate Medical Education","year":2019,"lang":"en","type":"article","venue":"JMIR Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Blueprint; Promulgation; Cornerstone; Curriculum; Engineering ethics; Medical education; Psychology; Pedagogy; Medicine; Engineering; Political science","score_opus":0.08078708936900211,"score_gpt":0.4655154734484127,"score_spread":0.38472838407941057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2981092641","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87326896,0.00012771074,0.017656624,0.087052755,0.012080531,0.007384303,0.0000033953468,0.00020945548,0.0022162877],"genre_scores_gemma":[0.96895915,0.0000417689,0.0038398511,0.0020440184,0.00781182,0.016786471,0.0003331861,0.000052780157,0.00013094395],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.995491,0.00045121793,0.0010568569,0.0006806955,0.001522789,0.0007973936],"domain_scores_gemma":[0.9947363,0.0032453723,0.00059282914,0.00023530777,0.0005858562,0.000604323],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004012101,0.00026681204,0.0004382856,0.00030900133,0.0006783973,0.00017835027,0.00057474023,0.0008070194,0.00037443437],"category_scores_gemma":[0.017894557,0.0002844821,0.00014940983,0.00079066656,0.00029397913,0.00053863187,0.000056103036,0.00062810676,0.000044425564],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000068653746,0.0010043492,0.0119247595,0.0004143187,0.000013497718,1.3689764e-7,0.13799627,0.000001196733,0.00018360987,0.1444579,0.0031435739,0.7007917],"study_design_scores_gemma":[0.002870805,0.00016872237,0.03398429,0.0011827629,0.00007521393,0.000005969701,0.6205684,0.007820953,0.000060262202,0.16722266,0.16485742,0.001182518],"about_ca_topic_score_codex":0.002851637,"about_ca_topic_score_gemma":0.0043646935,"teacher_disagreement_score":0.6996092,"about_ca_system_score_codex":0.0009576295,"about_ca_system_score_gemma":0.02012926,"threshold_uncertainty_score":0.9999607},"labels":[],"label_agreement":null},{"id":"W2981683958","doi":"10.2196/14137","title":"The Reach of the “Don’t Fry Day” Twitter Campaign: Content Analysis","year":2019,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Content analysis; Context (archaeology); Categorization; Social media; Promotion (chess); Descriptive statistics; Theme (computing); Psychology; Advertising; Political science; Sociology; Geography; World Wide Web; Computer science; Business; Social science; Artificial intelligence; Politics","score_opus":0.10246293110526901,"score_gpt":0.3929311074357709,"score_spread":0.2904681763305019,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2981683958","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95709115,0.00022619868,0.000010483273,0.033531755,0.0037150825,0.0011164873,0.0000013504326,0.000021178234,0.0042863395],"genre_scores_gemma":[0.997949,0.00005178918,0.000017397251,0.00088660157,0.00016885292,0.0003731371,0.0000022568559,0.00000579878,0.00054517103],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99795127,0.0009713103,0.00030721677,0.00015062711,0.00030046992,0.0003191024],"domain_scores_gemma":[0.99673736,0.0023971098,0.00025763953,0.00039975933,0.00014439947,0.00006374245],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006041649,0.000069981914,0.00023200749,0.00006083131,0.0004189891,0.000018703777,0.0004562451,0.00015590816,0.00019387287],"category_scores_gemma":[0.000797736,0.00004260992,0.00013510909,0.0007130546,0.00047944658,0.000052749117,0.00004645116,0.0001740432,0.00008819327],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006038625,0.000022456532,0.94612,0.000013165779,0.00007699784,3.983363e-7,0.041761417,0.0000015029614,0.000044554377,0.006946373,0.004141329,0.0008657513],"study_design_scores_gemma":[0.00014941717,0.000010205819,0.75680095,0.000009232018,0.00009033476,0.000001923981,0.029091697,0.00003511608,0.00014956655,0.0007687543,0.21280801,0.00008480383],"about_ca_topic_score_codex":0.0042024595,"about_ca_topic_score_gemma":0.0034775434,"teacher_disagreement_score":0.20866668,"about_ca_system_score_codex":0.00013499975,"about_ca_system_score_gemma":0.00036406174,"threshold_uncertainty_score":0.63528895},"labels":[],"label_agreement":null},{"id":"W2981954134","doi":"10.1016/j.acap.2019.09.009","title":"Parental Perceptions of the Internet and Social Media as a Source of Pediatric Health Information","year":2019,"lang":"en","type":"article","venue":"Academic Pediatrics","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":87,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Children’s Health Research Institute","funders":"Maternal and Child Health Bureau; American Academy of Pediatrics","keywords":"Social media; Psychology; The Internet; Health information; Perception; Medicine; Family medicine; Health care","score_opus":0.04241431974856583,"score_gpt":0.3632973142934133,"score_spread":0.3208829945448474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2981954134","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99286056,0.0004151639,0.000016273027,0.0031777953,0.0024592178,0.00068726484,0.000015261354,0.000023876903,0.00034456156],"genre_scores_gemma":[0.9952672,0.0026529715,0.000046457713,0.00030841402,0.0016400568,0.000034898818,0.000013395762,0.000006548806,0.00003006837],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99825835,0.00025809457,0.00052681303,0.00010567807,0.00059432484,0.00025675868],"domain_scores_gemma":[0.99774384,0.0012522482,0.00068039005,0.00009153069,0.00013054712,0.000101417456],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010300173,0.00007998617,0.00018778442,0.00015870814,0.0001957553,0.000009161283,0.00030046495,0.00026124893,0.00007130892],"category_scores_gemma":[0.0023732802,0.00007293655,0.000056730612,0.00068821275,0.00019981652,0.00032943892,0.000085072876,0.00043048375,0.000036842142],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000049415094,0.000011978394,0.75598085,0.0001216246,0.0000017479591,4.3185064e-9,0.23286,8.546233e-7,0.0000021531816,0.0023701335,0.0021811044,0.0064646355],"study_design_scores_gemma":[0.000341924,0.000045138157,0.917159,0.000012776676,0.000048742077,6.820065e-7,0.06948462,0.000016175538,0.0000047913413,0.0007702784,0.011990115,0.00012570866],"about_ca_topic_score_codex":0.0037033174,"about_ca_topic_score_gemma":0.00015115355,"teacher_disagreement_score":0.16337538,"about_ca_system_score_codex":0.0001876861,"about_ca_system_score_gemma":0.0010777516,"threshold_uncertainty_score":0.5598333},"labels":[],"label_agreement":null},{"id":"W2982191597","doi":"10.1007/s11606-019-05454-0","title":"Tweeting Authors: Impact on Research Publicity and Downstream Citations","year":2019,"lang":"en","type":"article","venue":"Journal of General Internal Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; London Health Sciences Centre; University of Toronto","funders":"University of Toronto","keywords":"Medicine; Downstream (manufacturing); Publicity; Marketing","score_opus":0.22435925402438933,"score_gpt":0.5503707264914206,"score_spread":0.32601147246703127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2982191597","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94662267,0.00029499488,0.000019402827,0.032404825,0.006363327,0.0002949336,0.0000012502135,0.0000085493175,0.013990069],"genre_scores_gemma":[0.99021846,0.00027171825,0.00033250276,0.00029190347,0.0077325245,0.000009121435,9.768747e-7,0.000009742744,0.0011330403],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970593,0.00075927924,0.0005145529,0.00013066018,0.0011772966,0.00035894668],"domain_scores_gemma":[0.9949295,0.003144163,0.0003886364,0.00010343824,0.00095504866,0.0004792341],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.006726517,0.00009151969,0.00027213243,0.00054130837,0.00026048496,0.000064982494,0.00026984626,0.000103563434,0.0006264048],"category_scores_gemma":[0.011464582,0.00006298736,0.00006217831,0.00046922333,0.00034443976,0.0002796807,0.000025824786,0.00078590773,0.00002686204],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003934374,0.00021430584,0.7462259,0.000060684757,0.00012845753,0.000024902007,0.08447578,0.00004125771,0.0047107604,0.013344735,0.08191443,0.06846535],"study_design_scores_gemma":[0.0021631718,0.0068949116,0.86315626,0.0019732427,0.000054582506,0.000075415075,0.037019778,0.00025197258,0.00038420796,0.009817366,0.07793473,0.00027435416],"about_ca_topic_score_codex":0.01643639,"about_ca_topic_score_gemma":0.00031777294,"teacher_disagreement_score":0.116930366,"about_ca_system_score_codex":0.00052728556,"about_ca_system_score_gemma":0.0005149454,"threshold_uncertainty_score":0.9968623},"labels":[],"label_agreement":null},{"id":"W2983300930","doi":"10.22270/jddt.v9i6.3678","title":"Internet and Social Media use among Pharmacists in a state in Nigeria","year":2019,"lang":"en","type":"article","venue":"Journal of Drug Delivery and Therapeutics","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"The Internet; Quarter (Canadian coin); Social media; Medicine; Pharmacy; Family medicine; Psychology; Medical education; Political science; Geography; World Wide Web","score_opus":0.08759226357620675,"score_gpt":0.3582794424343136,"score_spread":0.27068717885810684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2983300930","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9970215,0.00048350997,0.0000012855099,0.0005845385,0.0016699982,0.00019189548,0.0000020093985,0.0000033508156,0.000041939176],"genre_scores_gemma":[0.996194,0.0032019273,0.00003957299,0.0002655113,0.00026862253,0.000003242904,5.364473e-7,0.0000063408943,0.000020261135],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99886227,0.0003248709,0.00032148836,0.0000788124,0.00021649798,0.00019604774],"domain_scores_gemma":[0.9983895,0.0011997647,0.00021980128,0.000027606427,0.00008798353,0.00007535411],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010831997,0.0000665609,0.0001842598,0.0001498649,0.000049406626,0.000060761944,0.00008559054,0.000064502616,0.000030140362],"category_scores_gemma":[0.00009941916,0.000064607455,0.000023592458,0.00014836382,0.00014678894,0.00044145566,0.000015923797,0.00027756716,0.0000017587117],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008239131,0.000042148495,0.65729344,0.000012281169,0.000011337991,0.00000754648,0.3244011,9.677888e-7,0.00006422563,0.000071270995,0.000018370223,0.017994935],"study_design_scores_gemma":[0.0018109367,0.000054445423,0.96577,0.00010272164,0.000021806378,0.0000053221547,0.022116827,0.00010278227,0.00012294854,0.0033971688,0.006307946,0.00018710789],"about_ca_topic_score_codex":0.00084396894,"about_ca_topic_score_gemma":0.0055509675,"teacher_disagreement_score":0.30847657,"about_ca_system_score_codex":0.000121628545,"about_ca_system_score_gemma":0.00018159705,"threshold_uncertainty_score":0.30975702},"labels":[],"label_agreement":null},{"id":"W2983568598","doi":"10.2196/13687","title":"Health Researchers’ Use of Social Media: Scoping Review","year":2019,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":85,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; University of Ottawa; Kellogg's (Canada); Dalhousie University; University of Toronto; SickKids Foundation; Public Health Ontario; Ottawa Hospital; Izaak Walton Killam Health Centre","funders":"Canadian Institutes of Health Research; Crohn's and Colitis Canada; Nova Scotia Health Research Foundation; Canadian Association of Gastroenterology; Canadian Child Health Clinician Scientist Program","keywords":"CINAHL; Social media; PsycINFO; MEDLINE; Inclusion (mineral); Psychology; Medical education; Medicine; World Wide Web; Computer science; Political science; Social psychology","score_opus":0.6806531809641586,"score_gpt":0.6529919657928679,"score_spread":0.02766121517129072,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2983568598","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42009416,0.04701112,0.000058787264,0.5181104,0.008864971,0.0037048925,0.000004295939,0.000022983455,0.0021284102],"genre_scores_gemma":[0.7576729,0.22950901,0.00071552966,0.0026995654,0.008371286,0.00012182084,0.000006639066,0.00005588867,0.0008473738],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9831339,0.0056225066,0.0012709663,0.00018259951,0.008998968,0.00079102017],"domain_scores_gemma":[0.9735308,0.021815652,0.0007670637,0.00020822503,0.0024524578,0.0012257916],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.054334752,0.00008364609,0.000665929,0.00042475935,0.00017593184,0.00006898412,0.001164508,0.00028500275,0.0056017595],"category_scores_gemma":[0.1375241,0.000071008435,0.00015703576,0.0010943355,0.00097596995,0.00035680586,0.00018859356,0.002168357,0.0001097781],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026303655,0.00070281187,0.0177498,0.017313996,0.00012427078,0.00006377245,0.21149215,2.6701468e-7,0.000021733907,0.021932807,0.40015993,0.33017543],"study_design_scores_gemma":[0.0026416818,0.002051016,0.02594339,0.35459673,0.00003833284,0.00005263885,0.041593682,0.00006085717,0.00012722223,0.0021071422,0.5703033,0.00048397417],"about_ca_topic_score_codex":0.0063193585,"about_ca_topic_score_gemma":0.003179778,"teacher_disagreement_score":0.51541084,"about_ca_system_score_codex":0.00081095996,"about_ca_system_score_gemma":0.012521588,"threshold_uncertainty_score":0.99530727},"labels":[],"label_agreement":null},{"id":"W2983854420","doi":"10.1093/neuonc/noz175.315","title":"EPID-15. GUIDELINES FOR THE OPTIMAL USE OF SOCIAL MEDIA FOR NEURO-ONCOLOGISTS","year":2019,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network","funders":"","keywords":"Theme (computing); Social media; Empowerment; Psychology; Medicine; Computer science; World Wide Web; Political science","score_opus":0.34678932329809453,"score_gpt":0.49278081519979755,"score_spread":0.14599149190170302,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2983854420","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.61034364,0.00028590806,0.0017099022,0.305604,0.06710407,0.013540731,0.00018623905,0.00021499301,0.0010105093],"genre_scores_gemma":[0.8669207,0.0011725063,0.03841436,0.044463456,0.034111936,0.0142616695,0.00011310603,0.0002321205,0.00031013202],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99702734,0.0007053955,0.0007622454,0.00042037718,0.00039527155,0.0006893884],"domain_scores_gemma":[0.9168429,0.0809125,0.0006121016,0.00025355272,0.0012297926,0.00014917989],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0021314227,0.00017840366,0.00052844593,0.00009817932,0.00066740956,0.00003781328,0.00059019745,0.0004602018,0.00015681921],"category_scores_gemma":[0.087978885,0.0001511097,0.00023199918,0.0003467794,0.0007057958,0.0002018804,0.0000769966,0.00026025542,0.00003076891],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013214669,0.00056193245,0.011147422,0.00022259394,0.00008616522,0.0000040825153,0.10027305,0.0003314535,0.015592654,0.046154015,0.48694158,0.33736357],"study_design_scores_gemma":[0.00088786415,0.00055055215,0.0035113136,0.00000481577,0.00006690241,0.0000014295659,0.004744154,0.00035215702,0.00038478323,0.00058332604,0.9887757,0.00013703307],"about_ca_topic_score_codex":0.0007195627,"about_ca_topic_score_gemma":0.0021728408,"teacher_disagreement_score":0.5018341,"about_ca_system_score_codex":0.0003659221,"about_ca_system_score_gemma":0.0022705698,"threshold_uncertainty_score":0.9197035},"labels":[],"label_agreement":null},{"id":"W2983950364","doi":"10.1111/bju.14920","title":"Twitter and academic Urology in the United States and Canada: a comprehensive assessment of the Twitterverse in 2019","year":2019,"lang":"en","type":"article","venue":"British Journal of Urology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"Blank Family Foundation; Prostate Cancer Foundation","keywords":"Social media; Accreditation; Medical education; Scopus; Medicine; Descriptive statistics; Academic year; Urology; Psychology; Family medicine; MEDLINE; Political science","score_opus":0.04840951700245927,"score_gpt":0.3611065835224719,"score_spread":0.3126970665200126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2983950364","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96786994,0.0011782981,0.0000012413948,0.029558213,0.0010061199,0.00034154646,0.0000031172322,7.4310356e-7,0.000040806328],"genre_scores_gemma":[0.99177295,0.0026739356,0.000017406745,0.005426006,0.00009286369,0.000007896983,0.0000010615692,0.0000033456474,0.000004519106],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978382,0.0013243948,0.00034328632,0.00008131979,0.00021252042,0.00020030362],"domain_scores_gemma":[0.9975071,0.0019814533,0.00030016966,0.000051722363,0.00011375767,0.00004581196],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010752812,0.000046838773,0.00018991415,0.00009368786,0.0000639355,0.000009604833,0.00020642234,0.00011253293,0.000019838104],"category_scores_gemma":[0.00047372028,0.00003891831,0.000015322008,0.00021620218,0.00030137683,0.000059700324,0.00003156232,0.0006388017,1.7347386e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001881969,0.00002169421,0.98418677,0.000012364426,0.000007367976,0.000026747786,0.0123005705,0.000085130494,0.000017207121,0.00019825126,0.0019813771,0.0011436932],"study_design_scores_gemma":[0.00048208467,0.0000911871,0.97750133,0.000020446963,0.000009341723,0.00014442643,0.008148501,0.000043568667,4.019068e-7,0.0005796748,0.012946384,0.00003263106],"about_ca_topic_score_codex":0.74241316,"about_ca_topic_score_gemma":0.6795553,"teacher_disagreement_score":0.06285785,"about_ca_system_score_codex":0.00009593379,"about_ca_system_score_gemma":0.000814336,"threshold_uncertainty_score":0.32629198},"labels":[],"label_agreement":null},{"id":"W2984322018","doi":"10.1007/978-3-030-26837-4_41","title":"Disseminating Healthcare Simulation Research","year":2019,"lang":"en","type":"book-chapter","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Children's Hospital; University of Saskatchewan; University of Calgary","funders":"","keywords":"Dissemination; Altmetrics; Promotion (chess); Social media; Computer science; Health care; Resource (disambiguation); Information Dissemination; Field (mathematics); Public relations; World Wide Web; Knowledge management; Open research; Internet privacy; Political science; Telecommunications","score_opus":0.4981228824950365,"score_gpt":0.5891908500210724,"score_spread":0.09106796752603591,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2984322018","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00023463128,0.00050297246,0.000014019893,0.011602371,0.0053781914,0.0026015209,0.0000057905604,0.00011916045,0.97954136],"genre_scores_gemma":[0.10420348,0.0005097684,0.00024398559,0.00018594188,0.0049029547,0.00013318135,0.000052687243,0.0000653386,0.8897027],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99706495,0.00028607855,0.00034476054,0.00036997147,0.0014179541,0.0005162858],"domain_scores_gemma":[0.98844963,0.009834084,0.0001879769,0.00028533116,0.0010060167,0.00023695816],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0031805444,0.00013506741,0.00023425024,0.0002671824,0.00096310436,0.00007374902,0.00027200705,0.0007070053,0.002150016],"category_scores_gemma":[0.005165661,0.00015020928,0.00006457646,0.00013049126,0.00026496718,0.00012543586,0.00004933048,0.00085411617,0.0014328413],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000033888616,0.0000060341667,0.00040869953,0.00012251189,0.0000044819094,5.9251715e-7,0.0231864,0.0000066347434,3.1927902e-7,0.88393146,0.0021669695,0.09016253],"study_design_scores_gemma":[0.00004130042,0.000039942923,0.0003541424,0.00032861743,0.0000053568588,5.1107918e-8,0.003948204,0.000060502258,7.721012e-7,0.03891268,0.95612085,0.00018755751],"about_ca_topic_score_codex":0.008605429,"about_ca_topic_score_gemma":0.006400898,"teacher_disagreement_score":0.9539539,"about_ca_system_score_codex":0.0012889929,"about_ca_system_score_gemma":0.0024488063,"threshold_uncertainty_score":0.99934465},"labels":[],"label_agreement":null},{"id":"W2984750423","doi":"","title":"The Relationship between the Use of Social Networks and the Health Literacy of Ilam Public Library Users in 2018","year":2019,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Library of Parliament","funders":"","keywords":"Health literacy; Literacy; Public health; Computer science; Data science; Geography; Sociology; Library science; World Wide Web; Medicine; Economic growth; Health care; Nursing; Economics; Pedagogy","score_opus":0.5700207341355976,"score_gpt":0.60526711546486,"score_spread":0.03524638132926239,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2984750423","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9552944,0.00923844,0.000015722111,0.031240702,0.0015681337,0.0020092556,0.00001534642,0.000012064599,0.0006059497],"genre_scores_gemma":[0.9893381,0.00930867,0.000048662914,0.00046227977,0.00060900947,0.00009467341,0.000006827225,0.000021848955,0.00010991727],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99402463,0.0035603112,0.0010898667,0.00020407612,0.0007053857,0.00041575564],"domain_scores_gemma":[0.9711743,0.026380854,0.001761163,0.00032666547,0.00020508716,0.0001519134],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.006981975,0.00013833118,0.0005316621,0.00025698388,0.0011992601,0.0011001632,0.0019258733,0.00014219758,0.0004069554],"category_scores_gemma":[0.004914596,0.00008441308,0.0001116995,0.0017948744,0.0011342759,0.0034442258,0.0003598987,0.00060843624,0.0000019193167],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000085834625,0.00003453022,0.95009625,0.0000376013,0.000029372737,8.865699e-8,0.016951445,0.000015051169,0.0000018379319,0.0065610083,0.009668476,0.016518524],"study_design_scores_gemma":[0.00033048997,0.0000067119777,0.9632932,0.00014565671,0.000015510072,1.4923558e-7,0.0016577789,0.00003491781,0.000003825702,0.0075748237,0.026855508,0.00008145568],"about_ca_topic_score_codex":0.0108128125,"about_ca_topic_score_gemma":0.0008603699,"teacher_disagreement_score":0.03404372,"about_ca_system_score_codex":0.00012208452,"about_ca_system_score_gemma":0.0010323672,"threshold_uncertainty_score":0.9999368},"labels":[],"label_agreement":null},{"id":"W2984811570","doi":"10.2196/14546","title":"A Strategic Imperative for Promoting Hospital Branding: Analysis of Outcome Indicators","year":2019,"lang":"en","type":"article","venue":"Interactive Journal of Medical Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social media; Analytics; Action plan; Business; Quarter (Canadian coin); Action (physics); Public relations; Outcome (game theory); Advertising; Marketing; Political science; World Wide Web; Computer science; Management; Geography; Data science","score_opus":0.22083122912766404,"score_gpt":0.5909170658107201,"score_spread":0.37008583668305606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2984811570","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98473734,0.00008911844,0.00007905534,0.0107149705,0.0020723757,0.00094567094,0.0000061684973,0.000003925233,0.0013513799],"genre_scores_gemma":[0.9989082,0.00009586119,0.00012937316,0.000032835058,0.0007244834,0.00005589711,0.0000018695292,0.000008904444,0.000042581843],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9936997,0.001259624,0.00083970715,0.00016585986,0.0035882618,0.00044681175],"domain_scores_gemma":[0.9767359,0.02000515,0.0007341479,0.000103507606,0.0018916331,0.00052970165],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.017067196,0.00007884255,0.0005154851,0.0014291652,0.00020899398,0.000064213236,0.0006368459,0.0002082407,0.001553531],"category_scores_gemma":[0.062610365,0.000063350904,0.00027193135,0.0021488748,0.0004476531,0.00025434876,0.00005250711,0.0011561846,0.000009822295],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045870215,0.00090366206,0.6286296,0.00016710165,0.0016503459,0.000016364416,0.32983416,0.000004173723,0.00027753582,0.009878854,0.00037334388,0.027806142],"study_design_scores_gemma":[0.004372768,0.007112508,0.32653752,0.0016893017,0.00077762874,0.000006386829,0.62959015,0.0024228618,0.0018157931,0.009453196,0.015689243,0.0005326388],"about_ca_topic_score_codex":0.0010514368,"about_ca_topic_score_gemma":0.00036144338,"teacher_disagreement_score":0.3020921,"about_ca_system_score_codex":0.0006463147,"about_ca_system_score_gemma":0.0025142543,"threshold_uncertainty_score":0.9993592},"labels":[],"label_agreement":null},{"id":"W2985539521","doi":"10.1093/geroni/igz038.1223","title":"#GERIATRICS: AN ANALYSIS OF THE IMPACT OF THE GERIATRICS TWITTER NETWORK","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geriatrics; Social media; Influencer marketing; Analytics; Medicine; Health care; Social network analysis; Gerontology; Family medicine; Computer science; World Wide Web; Data science; Psychiatry; Business; Political science","score_opus":0.06600099316274272,"score_gpt":0.4105367779017757,"score_spread":0.34453578473903296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2985539521","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99496806,0.00002261098,0.000045445307,0.0012002548,0.0026511333,0.0004982152,0.0000020707212,0.0000081878725,0.00060403364],"genre_scores_gemma":[0.9992709,0.0000077490795,0.000103599465,0.0001366272,0.00042831595,0.00002318299,0.0000038361522,0.0000051403113,0.000020623915],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985332,0.00033983318,0.00048448978,0.00011045323,0.0003483104,0.00018373143],"domain_scores_gemma":[0.9982067,0.000536163,0.00062295876,0.00027697656,0.00034145775,0.00001578549],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020622248,0.000053559095,0.00015946636,0.00031780775,0.0001339447,0.000019143616,0.00030957838,0.00007404582,0.00010243729],"category_scores_gemma":[0.0012601209,0.000036318328,0.00008161671,0.015145228,0.00008037125,0.00014258108,0.000032954475,0.0001340939,0.0000014121806],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000021074131,0.00001727301,0.9655595,0.0000064683054,0.000020476933,7.93438e-9,0.024885114,0.004853649,0.00007048296,0.00353682,0.00009427829,0.00095386815],"study_design_scores_gemma":[0.00006571834,0.0000064117626,0.99530894,0.00001449572,0.000029341667,1.4585478e-8,0.0023999282,0.00065150094,0.000028649589,0.0011843466,0.00027014466,0.00004053961],"about_ca_topic_score_codex":0.011471188,"about_ca_topic_score_gemma":0.0007125566,"teacher_disagreement_score":0.029749453,"about_ca_system_score_codex":0.0002970868,"about_ca_system_score_gemma":0.0005059426,"threshold_uncertainty_score":0.9951115},"labels":[],"label_agreement":null},{"id":"W2986243629","doi":"10.1016/j.euf.2019.10.006","title":"Evaluating the Effectiveness of an Online Journal Club: Experience from the International Urology Journal Club","year":2019,"lang":"en","type":"article","venue":"European Urology Focus","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"Bayer; Eli Lilly and Company; Gilead Sciences; Sanofi; Prostate Cancer Foundation","keywords":"Medicine; Journal club; Club; Urology; Medical physics; General surgery; Medical education","score_opus":0.1391042076177021,"score_gpt":0.44446619304684193,"score_spread":0.30536198542913984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2986243629","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9707117,0.00058409595,0.00010860063,0.010016617,0.015337704,0.0004766156,0.000006181982,0.000020236717,0.002738257],"genre_scores_gemma":[0.99366105,0.00011126476,0.00027489348,0.0011208268,0.004769306,0.000017631222,0.000005215743,0.000021184764,0.000018623534],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9844641,0.013868979,0.00046465427,0.00023633914,0.000602448,0.00036346164],"domain_scores_gemma":[0.98870647,0.009910524,0.000563506,0.00028629976,0.00039648637,0.00013671967],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.012494801,0.000116557865,0.00018981867,0.000062489205,0.00087567174,0.00009492923,0.0015187563,0.00009079534,0.00051258726],"category_scores_gemma":[0.010980525,0.00007610975,0.00008520233,0.00019639648,0.0006628692,0.00023813131,0.00012854145,0.0009055396,0.000087950284],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018474561,0.00055723294,0.46985593,0.000009246938,0.00022461341,0.00005839596,0.26029083,0.0011515454,0.0061338036,0.0057152505,0.0005234366,0.25363225],"study_design_scores_gemma":[0.0010056179,0.0011364953,0.9526072,0.000020568566,0.000057539066,0.00010178348,0.009694683,0.00044263678,0.000068018584,0.0060687936,0.028650893,0.00014576413],"about_ca_topic_score_codex":0.00073320215,"about_ca_topic_score_gemma":0.00033115267,"teacher_disagreement_score":0.48275128,"about_ca_system_score_codex":0.00012303676,"about_ca_system_score_gemma":0.0005250927,"threshold_uncertainty_score":0.9973504},"labels":[],"label_agreement":null},{"id":"W2986829474","doi":"10.2196/15320","title":"Characteristics Associated With Facebook Use and Interest in Digital Disease Support Among Older Adults With Atrial Fibrillation: Cross-Sectional Analysis of Baseline Data From the Systematic Assessment of Geriatric Elements in Atrial Fibrillation (SAGE-AF) Cohort","year":2019,"lang":"en","type":"article","venue":"JMIR Cardio","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute","keywords":"Atrial fibrillation; Medicine; Odds ratio; Logistic regression; Internal medicine; Stroke (engine); Cross-sectional study; Physical therapy","score_opus":0.059826370245537906,"score_gpt":0.3640317877574628,"score_spread":0.3042054175119249,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2986829474","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9923927,0.00004761318,0.000040234685,0.000028105967,0.000581717,0.0055374433,0.0013438358,0.000013600371,0.0000147371165],"genre_scores_gemma":[0.9964857,0.000060421604,0.000028267537,0.0000036658553,0.00069485704,0.0000661791,0.0026307376,0.000013794065,0.000016361613],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99705386,0.0005847101,0.00095310784,0.00040090978,0.0007795961,0.00022783902],"domain_scores_gemma":[0.994899,0.0032643683,0.0009967559,0.00042151238,0.0003076416,0.00011076897],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020619216,0.00014952586,0.0006618608,0.00022401512,0.000090269445,0.0001739381,0.00018664479,0.00010506228,0.00006929411],"category_scores_gemma":[0.0028330348,0.00011752348,0.00013292523,0.0010373453,0.00016358272,0.00071779353,0.00007325578,0.00012169739,0.0000012816897],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030162235,0.000014627479,0.9958381,0.0002471802,0.0005297904,0.0000016669762,0.0022460795,0.0006880121,3.0718866e-7,0.0000059841186,0.0000040439104,0.00012259423],"study_design_scores_gemma":[0.0013077508,0.00005410748,0.9908552,0.0007852753,0.0005290308,1.2283323e-7,0.0005539642,0.00577322,1.12016956e-7,0.0000032260507,0.000015587588,0.0001223647],"about_ca_topic_score_codex":0.0027748041,"about_ca_topic_score_gemma":0.005985112,"teacher_disagreement_score":0.0054712645,"about_ca_system_score_codex":0.0004087064,"about_ca_system_score_gemma":0.00075190415,"threshold_uncertainty_score":0.47924685},"labels":[],"label_agreement":null},{"id":"W2989371412","doi":"10.2196/16499","title":"Improving Calcium Knowledge and Intake in Young Adults Via Social Media and Text Messages: Randomized Controlled Trial","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Cancer Council NSW; National Health and Medical Research Council; Medical Research Council","keywords":"Social media; Randomized controlled trial; Text messaging; Psychology; Medicine; Computer science; Internet privacy; World Wide Web; Internal medicine","score_opus":0.05569156542893021,"score_gpt":0.40739077446528343,"score_spread":0.3516992090363532,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2989371412","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97020733,0.0042843586,0.000009296268,0.005023282,0.0055865753,0.013506678,0.00000551028,0.0000658818,0.0013110973],"genre_scores_gemma":[0.99165887,0.002800903,0.0000866918,0.00027324565,0.0023198575,0.0027545595,0.000009809607,0.000025600586,0.0000704404],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9948827,0.0021783044,0.0010759265,0.0005483761,0.0004145428,0.00090016343],"domain_scores_gemma":[0.9907495,0.0076485784,0.0006071759,0.00012626458,0.0001426557,0.0007258358],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0070218546,0.0002522671,0.0015819407,0.00028523913,0.00079518283,0.00008283143,0.00012195637,0.0004080694,0.00004556785],"category_scores_gemma":[0.0040037865,0.00022551033,0.00008214543,0.00039223864,0.00052089756,0.00025484845,0.000049328202,0.0005285998,0.000010391747],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.46021727,0.00024033632,0.015776077,0.0015376118,0.000019004936,0.000001069798,0.4117827,3.2325943e-8,0.0000049761334,0.0051489435,0.00013933802,0.10513263],"study_design_scores_gemma":[0.9203083,0.00024275082,0.057123154,0.00013894998,0.00007756115,0.0000017674776,0.019726463,0.00038865284,6.3389376e-7,0.0011099976,0.00057418464,0.0003075927],"about_ca_topic_score_codex":0.020808056,"about_ca_topic_score_gemma":0.028938266,"teacher_disagreement_score":0.46009105,"about_ca_system_score_codex":0.00037041752,"about_ca_system_score_gemma":0.0018695138,"threshold_uncertainty_score":0.9887811},"labels":[],"label_agreement":null},{"id":"W2989603022","doi":"10.1016/j.athoracsur.2019.09.075","title":"Twitter Activity Is Associated With a Higher Research Citation Index for Academic Thoracic Surgeons","year":2019,"lang":"en","type":"article","venue":"The Annals of Thoracic Surgery","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Citation; Index (typography); Cardiothoracic surgery; Science Citation Index; General surgery; Medical education; Surgery; Library science; World Wide Web","score_opus":0.5638618757068561,"score_gpt":0.5653854540363339,"score_spread":0.0015235783294778038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2989603022","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9386552,0.0001971259,0.000020530733,0.056323208,0.0021619126,0.001693093,0.000018404906,0.000057761335,0.0008727582],"genre_scores_gemma":[0.996159,0.00026680942,0.000013528342,0.00071582245,0.0005535606,0.000666009,0.000014201869,0.00003422251,0.0015768171],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9944378,0.0026768234,0.00038599537,0.0003265538,0.0013426313,0.00083019026],"domain_scores_gemma":[0.95346135,0.044125885,0.0005058921,0.00037977326,0.0013614863,0.00016560344],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.020764928,0.00014681408,0.0004162758,0.00038253935,0.0006266809,0.000053324064,0.00037151243,0.00034437294,0.00036537182],"category_scores_gemma":[0.012298692,0.00011447671,0.00016340287,0.0019497242,0.00049786695,0.00042196628,0.000041675325,0.00061676634,0.00007206787],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019503244,0.00033777038,0.70745313,0.00036132752,0.00023998342,0.0000019488007,0.059627417,0.000010291036,0.00043776873,0.00078393647,0.114870526,0.11392557],"study_design_scores_gemma":[0.00014194578,0.00016140743,0.9021543,0.0009911153,0.00006788878,7.618493e-7,0.009656653,0.000100163066,0.00745431,0.012738772,0.065969646,0.00056298653],"about_ca_topic_score_codex":0.0034590971,"about_ca_topic_score_gemma":0.0003718619,"teacher_disagreement_score":0.19470122,"about_ca_system_score_codex":0.00014663611,"about_ca_system_score_gemma":0.001216154,"threshold_uncertainty_score":0.99602115},"labels":[],"label_agreement":null},{"id":"W2990149549","doi":"10.1017/cem.2019.427","title":"An international, interprofessional investigation of the self-reported podcast listening habits of emergency clinicians: A METRIQ Study","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; University of Saskatchewan","funders":"","keywords":"Active listening; Medicine; Social media; Medical education; Infographic; Emergency department; MEDLINE; Family medicine; Nursing; Psychology","score_opus":0.21727958098912242,"score_gpt":0.4772872471471461,"score_spread":0.2600076661580237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2990149549","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90606266,0.00037201837,0.000006439631,0.005277255,0.086274564,0.0007813793,0.000005876841,0.0000056501153,0.0012141347],"genre_scores_gemma":[0.99716955,0.00025336945,0.00011356745,0.00006158953,0.002215283,0.00001518997,0.0000047766976,0.000014889876,0.00015176239],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9959295,0.000735867,0.0019283865,0.00017023401,0.00097147736,0.00026454875],"domain_scores_gemma":[0.9946331,0.0003481888,0.0022787128,0.00028881998,0.0018586776,0.0005925033],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0038393862,0.00012398347,0.0003812974,0.00051785377,0.00022662921,0.0000034646057,0.00080888753,0.00011821842,0.0039493614],"category_scores_gemma":[0.00942308,0.00009487105,0.00012662653,0.0013531679,0.00017342354,0.00039191637,0.000016352771,0.00036174475,0.0000032980956],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014277893,0.000070819864,0.9077033,0.000029080617,0.00011720544,0.0000017531968,0.08902083,0.0000058901355,0.00032815614,0.0003112775,0.0016136555,0.00078374],"study_design_scores_gemma":[0.00050376693,0.00066200993,0.92239344,0.0004960708,0.00017282314,0.0000014380973,0.06854206,0.00003661315,0.000040113384,0.0006178824,0.006422415,0.000111347515],"about_ca_topic_score_codex":0.073106825,"about_ca_topic_score_gemma":0.1282373,"teacher_disagreement_score":0.09110689,"about_ca_system_score_codex":0.00030796937,"about_ca_system_score_gemma":0.005150661,"threshold_uncertainty_score":0.998921},"labels":[],"label_agreement":null},{"id":"W2990180100","doi":"10.36834/cmej.68046","title":"A student affairs podcast as novel communication tool","year":2019,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Student affairs; Veterans Affairs; Medical education; Psychology; Political science; Public relations; Higher education; Medicine; Law; Internal medicine","score_opus":0.041141899471344355,"score_gpt":0.4107377096282285,"score_spread":0.36959581015688414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2990180100","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5884686,0.0008368261,0.000015774684,0.26762104,0.025148863,0.0012941713,0.000003365003,0.000041202507,0.11657012],"genre_scores_gemma":[0.9771367,0.00054690853,0.00064819213,0.01684565,0.0032855724,0.0001747926,0.000016216016,0.000020624171,0.0013253792],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971877,0.00038238807,0.00042284455,0.00017278391,0.0013040258,0.00053030124],"domain_scores_gemma":[0.99169654,0.0005649325,0.00021032074,0.0002911592,0.0005951179,0.0066419085],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002722008,0.00010361413,0.00015502132,0.00028964446,0.0009476203,0.00020975005,0.0007393935,0.00027861577,0.049978048],"category_scores_gemma":[0.03585131,0.00011325749,0.00006149622,0.00049002643,0.00022972478,0.00033206743,0.000018728742,0.0007977742,0.0011259813],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001540206,0.0007600533,0.06884004,0.000042333028,0.00005847136,0.000007962723,0.2193232,0.000004453571,0.000013413852,0.20403056,0.15552844,0.35137567],"study_design_scores_gemma":[0.0002940652,0.000033569653,0.03604506,0.00015314724,0.000010907991,0.000053817515,0.0882227,0.000009983104,0.0000010087872,0.0010606315,0.87395555,0.00015957066],"about_ca_topic_score_codex":0.14873217,"about_ca_topic_score_gemma":0.18098366,"teacher_disagreement_score":0.7184271,"about_ca_system_score_codex":0.0021946577,"about_ca_system_score_gemma":0.14269991,"threshold_uncertainty_score":0.99965173},"labels":[],"label_agreement":null},{"id":"W2990786128","doi":"","title":"#Boundaries: When patients become friends.","year":2017,"lang":"en","type":"article","venue":"PubMed","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Alberta Children's Hospital","funders":"","keywords":"Social media; Professional development; Perception; Health professionals; Work (physics); Medicine; Nursing; Health care; Public relations; Medical education; Psychology; Political science","score_opus":0.1246644959537767,"score_gpt":0.3640546401380483,"score_spread":0.23939014418427157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2990786128","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83293664,0.00006153762,0.000006030643,0.027224692,0.028366197,0.002498381,0.000010276695,0.00011368142,0.10878259],"genre_scores_gemma":[0.9920202,0.000021759688,0.00010010038,0.0002586987,0.001559716,0.005357894,0.0000052232213,0.000009999239,0.0006664441],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99864244,0.00010211232,0.00015808623,0.00017290418,0.00041151,0.0005129448],"domain_scores_gemma":[0.9986975,0.0003134476,0.00020917217,0.00033634927,0.00015707532,0.00028642765],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.00082736503,0.00006564387,0.00010919882,0.000039924136,0.0037573746,0.0006485968,0.0005110219,0.00010122606,0.00013108616],"category_scores_gemma":[0.010960127,0.00007080232,0.000034059296,0.000052190317,0.00072752725,0.00048295278,0.000052574273,0.00010339441,0.00008401119],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004575803,0.000046229936,0.5814485,0.000006875976,0.000006454205,2.3531986e-7,0.032575015,9.315675e-9,1.8627487e-8,0.0069021634,0.0050472864,0.3739626],"study_design_scores_gemma":[0.00009826661,0.0000025207187,0.5602534,0.000001441383,0.000003974553,8.022061e-9,0.00039007817,9.5247266e-8,0.0000016907132,0.0031987065,0.43600297,0.000046842513],"about_ca_topic_score_codex":0.016445411,"about_ca_topic_score_gemma":0.0053866752,"teacher_disagreement_score":0.43095568,"about_ca_system_score_codex":0.0003164985,"about_ca_system_score_gemma":0.00031573957,"threshold_uncertainty_score":0.9975396},"labels":[],"label_agreement":null},{"id":"W2992594339","doi":"10.2196/14886","title":"Social Media Recruitment of Marginalized, Hard-to-Reach Populations: Development of Recruitment and Monitoring Guidelines","year":2019,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":82,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Harm; Social media; Inclusion (mineral); Population; Transgender; Psychology; Harm reduction; Internet privacy; Public relations; Advertising; Social psychology; Political science; Medicine; Business; Public health; Environmental health; Computer science","score_opus":0.5754377719442392,"score_gpt":0.5059037402230032,"score_spread":0.06953403172123596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2992594339","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9673935,0.0016896102,0.00003547658,0.024799274,0.0019801862,0.0038207131,0.000009167018,0.000033883614,0.00023819665],"genre_scores_gemma":[0.98135877,0.0010273712,0.014317833,0.00028238335,0.00068890315,0.0022039514,0.000031665222,0.00001668592,0.0000724409],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99731684,0.00048989337,0.0008504904,0.00028359485,0.0005814898,0.00047772034],"domain_scores_gemma":[0.9977547,0.00068924134,0.00041774925,0.00013723475,0.0004770329,0.00052404916],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004000924,0.00012243383,0.0004234519,0.00017200681,0.00039744226,0.000031020867,0.0001305925,0.000108392014,0.000022676864],"category_scores_gemma":[0.0024615242,0.00012518837,0.00002726228,0.00048740656,0.0001003313,0.00012485737,0.0000471192,0.00009501023,0.000004330215],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001804919,0.000046206955,0.620127,0.00021717072,0.000007569892,4.9823047e-8,0.08167293,1.6814744e-7,0.00001212195,0.0024402111,0.00039426598,0.2950642],"study_design_scores_gemma":[0.0003143473,0.000045954715,0.7086597,0.00005389918,4.8784636e-7,2.1219226e-7,0.0100117875,0.000003760539,0.000004519672,0.00013364041,0.2806622,0.00010948193],"about_ca_topic_score_codex":0.0012604058,"about_ca_topic_score_gemma":0.0013442772,"teacher_disagreement_score":0.29495475,"about_ca_system_score_codex":0.0003560284,"about_ca_system_score_gemma":0.0021462946,"threshold_uncertainty_score":0.51050335},"labels":[],"label_agreement":null},{"id":"W2992738178","doi":"","title":"L'image corporelle durant la grossesse : les expériences et perceptions des femmes de l'influence de Facebook","year":2019,"lang":"fr","type":"article","venue":"Archipelago (Université du Québec à Montréal)","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art","score_opus":0.02544817400413004,"score_gpt":0.2771481213527047,"score_spread":0.2516999473485747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2992738178","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9641679,0.0042474414,0.0006760497,0.02335341,0.0008417033,0.0013434571,0.000031370007,0.00015653428,0.0051821154],"genre_scores_gemma":[0.9855346,0.0071637146,0.00422996,0.00040903076,0.00030807703,0.00014258467,0.0000075322505,0.000043793007,0.0021607045],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9961037,0.0014643838,0.00033634112,0.00054687634,0.00050339894,0.0010453089],"domain_scores_gemma":[0.99504876,0.003416374,0.0003108013,0.00037044744,0.00023416644,0.00061944016],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.0012577781,0.00033498093,0.00037851132,0.00018773068,0.001990138,0.0001442124,0.0007720252,0.00032458414,0.0021040128],"category_scores_gemma":[0.0010864596,0.00040102794,0.00022008075,0.0006713962,0.0031317824,0.0011802956,0.00018466194,0.0006225801,0.0009932696],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004705303,0.00019874856,0.15847063,0.00014541576,0.000035210727,0.000079313904,0.7943966,0.00019773652,0.0011339424,0.013580985,0.00065236574,0.031062031],"study_design_scores_gemma":[0.00043104248,0.00013042329,0.48313287,0.00021660181,0.000086555665,0.00007084508,0.48289797,0.0006386604,0.000023509592,0.004181439,0.027812714,0.0003773508],"about_ca_topic_score_codex":0.87404764,"about_ca_topic_score_gemma":0.7807454,"teacher_disagreement_score":0.32466224,"about_ca_system_score_codex":0.0016983025,"about_ca_system_score_gemma":0.0039918865,"threshold_uncertainty_score":0.99984413},"labels":[],"label_agreement":null},{"id":"W2993150195","doi":"","title":"Dr. Google: Navigating the World of Online Health Information","year":2017,"lang":"en","type":"article","venue":"UBC Faculty of Medicine medical journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"The Internet; Social media; Internet privacy; Health information; Health care; Internet users; Business; Medicine; Public relations; Advertising; World Wide Web; Political science; Computer science","score_opus":0.13686633447167978,"score_gpt":0.5024948491452269,"score_spread":0.3656285146735471,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2993150195","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17488886,0.00041678554,0.00023731489,0.81511474,0.006052939,0.00050214416,0.000014999526,0.000017502492,0.002754699],"genre_scores_gemma":[0.9813586,0.0016926172,0.0014900682,0.0057139318,0.009490241,0.00002075226,0.000059531914,0.000012708071,0.00016156526],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9951781,0.00045001792,0.0011759571,0.00008275404,0.0027401955,0.00037297353],"domain_scores_gemma":[0.9946477,0.0015322398,0.0023410234,0.00025222334,0.0005853533,0.0006414878],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.008819671,0.00010186982,0.00040502942,0.00008916159,0.0017363762,0.00003541694,0.0010281587,0.000117958385,0.0006681957],"category_scores_gemma":[0.056821387,0.00006341607,0.00007447068,0.00025460904,0.0024315321,0.00044083424,0.00006254806,0.0011618866,0.0000058914648],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019273995,0.00007514203,0.015328049,0.000099044795,0.00002401916,0.0000016601944,0.09700857,0.0000014673035,0.000004511245,0.0026563772,0.045705773,0.8390761],"study_design_scores_gemma":[0.0030670855,0.0004836344,0.3586077,0.0056178793,0.00005714689,0.00003947859,0.105775625,0.00024292254,0.000031932694,0.0030513757,0.5228334,0.000191832],"about_ca_topic_score_codex":0.015792077,"about_ca_topic_score_gemma":0.005860223,"teacher_disagreement_score":0.8388843,"about_ca_system_score_codex":0.00019478957,"about_ca_system_score_gemma":0.002886073,"threshold_uncertainty_score":0.9995632},"labels":[],"label_agreement":null},{"id":"W2994756297","doi":"10.2196/15586","title":"Social Media Strategies for Health Promotion by Nonprofit Organizations: Multiple Case Study Design","year":2019,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Jewish General Hospital","funders":"Canadian Institutes of Health Research; McGill University","keywords":"Social media; Public relations; Health promotion; Business; Promotion (chess); Health care; Process (computing); Marketing; Political science; Computer science","score_opus":0.3731113550449265,"score_gpt":0.5762849494922763,"score_spread":0.20317359444734978,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2994756297","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9421634,0.0002601355,0.0065115592,0.04404187,0.003287423,0.0036464343,0.0000044126878,0.000023214354,0.000061547114],"genre_scores_gemma":[0.9962032,0.0001273534,0.0004817328,0.00009381464,0.002739501,0.0002101501,0.0000053417252,0.0000225034,0.00011639657],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9916804,0.003177116,0.00078471313,0.00020900254,0.0035550743,0.00059368217],"domain_scores_gemma":[0.98454875,0.011976601,0.0004052895,0.000107754095,0.0023304864,0.0006311299],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.024973819,0.000097089156,0.00033154798,0.00027424732,0.00051398075,0.00021305878,0.00065426546,0.0002613233,0.0008765761],"category_scores_gemma":[0.0443966,0.00008461028,0.000056396904,0.0008812439,0.00032565003,0.00038225765,0.00006221447,0.000983319,0.000036575544],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002127232,0.0027314234,0.020318557,0.0002102872,0.00009982213,0.00016421475,0.74836844,0.0000028295374,0.000036407255,0.0032023964,0.18500647,0.039646454],"study_design_scores_gemma":[0.0032333198,0.0043241405,0.0012222597,0.00028944662,0.000022639566,0.00015683545,0.9635823,0.00095029414,0.00006336018,0.0027580466,0.023181166,0.00021623337],"about_ca_topic_score_codex":0.00843864,"about_ca_topic_score_gemma":0.0065741334,"teacher_disagreement_score":0.21521384,"about_ca_system_score_codex":0.00084336934,"about_ca_system_score_gemma":0.008251565,"threshold_uncertainty_score":0.99816424},"labels":[],"label_agreement":null},{"id":"W2995162773","doi":"10.2196/15643","title":"Comparison of Traditional Citation Metrics and Altmetrics Among Dermatology Journals: Content and Correlational Analysis Study","year":2019,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Altmetrics; Citation; Impact factor; Metric (unit); Social media; Publishing; Medicine; Bibliometrics; Citation analysis; Positive correlation; Computer science; Library science; World Wide Web; Political science; Internal medicine","score_opus":0.31275259990870435,"score_gpt":0.4666870013615039,"score_spread":0.15393440145279952,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2995162773","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9942929,0.0011707791,0.00035886752,0.001500486,0.0010901375,0.001266485,0.000007755468,0.000020037665,0.00029252315],"genre_scores_gemma":[0.9992132,0.00011517823,0.00032290033,0.000066259774,0.00006678338,0.00017405442,0.00002516088,0.0000064681767,0.000009975766],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99757975,0.00078464864,0.00065118406,0.00023316291,0.00051022286,0.0002410158],"domain_scores_gemma":[0.99299747,0.0057691275,0.0005612927,0.00009949831,0.00040796574,0.00016466067],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005870644,0.00010284752,0.00055824657,0.0013612161,0.00027727586,0.00003528813,0.00011152447,0.00022666466,0.00012192656],"category_scores_gemma":[0.0021512283,0.00011107407,0.00005587161,0.0023849364,0.00038325667,0.00024590647,0.000023688595,0.00022447192,0.000006994153],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012673057,0.000232904,0.96930885,0.000028721464,0.000141899,0.0000020847401,0.022290174,0.000015688485,0.0000040896293,0.006817385,0.00013529912,0.0010102105],"study_design_scores_gemma":[0.0005060432,0.00006833422,0.97011447,0.0000065424115,0.00018349406,0.000014393354,0.026051397,0.0020157795,0.00000686441,0.0006160898,0.00032459787,0.0000920008],"about_ca_topic_score_codex":0.00083173544,"about_ca_topic_score_gemma":0.00096740504,"teacher_disagreement_score":0.0062012956,"about_ca_system_score_codex":0.00011628891,"about_ca_system_score_gemma":0.0002294546,"threshold_uncertainty_score":0.45294693},"labels":[],"label_agreement":null},{"id":"W2995712648","doi":"10.1136/bmj.l6960","title":"Antivaccination movement exploits public’s distrust in scientific authority","year":2019,"lang":"en","type":"letter","venue":"BMJ","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Distrust; Exploit; Public relations; Order (exchange); Power (physics); Social media; Political science; Internet privacy; Computer science; Computer security; Business; Law","score_opus":0.1909107091809543,"score_gpt":0.42790212688536516,"score_spread":0.23699141770441087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2995712648","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.020731235,0.00007201032,0.00001066266,0.91451174,0.049576357,0.003555887,0.000027502001,0.00008108388,0.011433503],"genre_scores_gemma":[0.1711131,0.00022166803,0.0009874207,0.6540141,0.11872333,0.010163957,0.0029558337,0.00021089725,0.041609675],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99597144,0.0008648712,0.0005239793,0.0005738807,0.0013330504,0.00073279464],"domain_scores_gemma":[0.9975542,0.0011508386,0.00042425704,0.0004422985,0.00033645824,0.00009199049],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003823101,0.0001797103,0.00028958102,0.0004267359,0.00056841,0.0004546409,0.00055192027,0.00084515405,0.00045713907],"category_scores_gemma":[0.007636488,0.00020623169,0.00007463816,0.0010576934,0.00019120464,0.00045404106,0.00006910053,0.0010441856,0.0004166523],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000013228262,0.00004027027,0.01930915,0.00010550696,0.0000040554983,0.0000056140184,0.008265956,1.627526e-7,0.000002084555,0.0016821756,0.962238,0.008345663],"study_design_scores_gemma":[0.00011765366,0.000009947503,0.03645049,0.00008337716,0.0000055255214,8.800568e-8,0.0015094628,0.0000067888113,0.000005071963,0.0014477875,0.9601467,0.00021706613],"about_ca_topic_score_codex":0.006351986,"about_ca_topic_score_gemma":0.0039618723,"teacher_disagreement_score":0.26049766,"about_ca_system_score_codex":0.0017348154,"about_ca_system_score_gemma":0.002503546,"threshold_uncertainty_score":0.9602345},"labels":[],"label_agreement":null},{"id":"W2995831473","doi":"10.1016/j.acra.2019.11.013","title":"Recruiting the Next Generation of Radiologists: The Important Role of Social Media","year":2019,"lang":"en","type":"letter","venue":"Academic Radiology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Gratitude; Scopus; Social media; Advice (programming); Medicine; Medical education; Psychology; MEDLINE; Computer science; Political science; World Wide Web; Social psychology; Law","score_opus":0.2670038536887451,"score_gpt":0.40232771125380695,"score_spread":0.13532385756506188,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2995831473","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16787513,0.009048387,0.0000039854162,0.8063875,0.013109095,0.0020225684,0.000041689636,0.000037271257,0.0014744136],"genre_scores_gemma":[0.33658776,0.039862048,0.00026536797,0.37029755,0.24948041,0.0022113312,0.00083652296,0.00014427616,0.0003147564],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99413526,0.0031392488,0.001272084,0.00031195773,0.00052486843,0.0006165545],"domain_scores_gemma":[0.98030657,0.016899105,0.002219217,0.0003397215,0.00020282043,0.000032550804],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0045375875,0.00021222202,0.00067637645,0.00020588744,0.00051975367,0.000010635941,0.0013035546,0.002845397,0.00011760263],"category_scores_gemma":[0.013372165,0.00013942138,0.00017845427,0.0006524503,0.0022288081,0.000090941576,0.00006126463,0.0034384392,0.000013937444],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008362432,0.000004422159,0.0035175036,0.000045115492,0.00005956575,8.6677267e-7,0.14754875,0.0000018545958,0.0012864592,0.008751798,0.83070177,0.008073513],"study_design_scores_gemma":[0.000100397534,0.000028730119,0.0016712976,0.000024914341,0.00008082962,0.000007651752,0.016566118,0.000023321338,0.000106302636,0.0030084797,0.9782313,0.00015067434],"about_ca_topic_score_codex":0.002466524,"about_ca_topic_score_gemma":0.0002367485,"teacher_disagreement_score":0.43608993,"about_ca_system_score_codex":0.0002748736,"about_ca_system_score_gemma":0.0012186946,"threshold_uncertainty_score":0.99886066},"labels":[],"label_agreement":null},{"id":"W2995933683","doi":"10.1080/08897077.2019.1691131","title":"Out Damn Bot, Out: Recruiting Real People into Substance Use Studies on the Internet","year":2019,"lang":"en","type":"letter","venue":"Substance Abuse","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":93,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"The Internet; Internet privacy; Substance use; Sample (material); Computer science; World Wide Web; Medicine; Psychiatry","score_opus":0.26042815955766685,"score_gpt":0.41617233731299796,"score_spread":0.15574417775533111,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2995933683","genre_codex":"empirical","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.57261497,0.0018576095,0.000007108553,0.38128883,0.038673647,0.0033134746,0.0000300877,0.00026895342,0.0019453332],"genre_scores_gemma":[0.11383332,0.059701055,0.0008230091,0.71215916,0.06636515,0.0076164645,0.00037532323,0.00060567947,0.038520843],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9936491,0.0015185247,0.0009226697,0.0010458719,0.0015939793,0.0012698519],"domain_scores_gemma":[0.9793623,0.017486066,0.0011249027,0.0011949695,0.0006997843,0.00013199604],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0023739564,0.00058072666,0.0008767364,0.00018296763,0.00095937523,0.000324718,0.0014098388,0.00095234555,0.000121884135],"category_scores_gemma":[0.0059529897,0.0004913645,0.00022316181,0.0006317753,0.0007838444,0.0005752146,0.00003221875,0.0027635861,0.00102804],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019985242,0.000017298216,0.008647346,0.00010329734,0.000054191343,0.000014947118,0.52286845,9.277988e-7,0.0000020907112,0.0007722551,0.46714503,0.00035418282],"study_design_scores_gemma":[0.00021429952,0.000058915804,0.0016732388,0.0012911017,0.00006991528,3.734976e-7,0.05716704,0.0000034620718,0.00004308978,0.0014199729,0.9373709,0.0006877013],"about_ca_topic_score_codex":0.0072163604,"about_ca_topic_score_gemma":0.30017543,"teacher_disagreement_score":0.47022587,"about_ca_system_score_codex":0.0023414886,"about_ca_system_score_gemma":0.00063928805,"threshold_uncertainty_score":0.9997538},"labels":[],"label_agreement":null},{"id":"W2996343058","doi":"10.1007/s40037-019-00542-7","title":"Social media in knowledge translation and education for physicians and trainees: a&amp;nbsp;scoping review","year":2019,"lang":"en","type":"article","venue":"Perspectives on Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":181,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; University of Toronto","funders":"Uniformed Services University of the Health Sciences","keywords":"Social media; Knowledge translation; Medical education; Scholarship; Scopus; Medicine; MEDLINE; Psychology; Knowledge management; Computer science; World Wide Web; Political science","score_opus":0.1322904229763501,"score_gpt":0.49587519001593544,"score_spread":0.3635847670395853,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2996343058","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.73458886,0.121821836,0.00015357717,0.11236271,0.0077291047,0.010613846,0.000006571589,0.0001141769,0.012609323],"genre_scores_gemma":[0.94220525,0.045930028,0.0011154215,0.0020537428,0.0048375917,0.0035892576,0.00009011867,0.000038705137,0.00013988806],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9982729,0.00035419487,0.00031729767,0.00039374933,0.00039742934,0.00026445743],"domain_scores_gemma":[0.99644685,0.002887233,0.0001436305,0.000098222576,0.00022537456,0.00019870856],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0013601158,0.0001277656,0.00027728328,0.00017925826,0.00026511584,0.000033741893,0.000105722866,0.00018680372,0.00015432487],"category_scores_gemma":[0.0115363505,0.00014231342,0.000043079213,0.00044693123,0.00025804967,0.00023578946,0.0000068429686,0.00022146001,0.000014370003],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013472271,0.00042695174,0.0006635108,0.0012731154,0.000003435807,1.0539854e-8,0.4530763,3.606856e-8,0.000005680311,0.016817337,0.00071824435,0.5270019],"study_design_scores_gemma":[0.0018934688,0.00020657988,0.055848524,0.048090383,0.00012207597,0.0000023127827,0.82959175,0.00011030342,0.000008286067,0.017743133,0.045468304,0.0009149002],"about_ca_topic_score_codex":0.00033570826,"about_ca_topic_score_gemma":0.0036712787,"teacher_disagreement_score":0.52608705,"about_ca_system_score_codex":0.00039626472,"about_ca_system_score_gemma":0.0040715495,"threshold_uncertainty_score":0.9967899},"labels":[],"label_agreement":null},{"id":"W2996472154","doi":"10.2174/1573403x15666191210143657","title":"Social Media in Heart Failure: A Mixed-Methods Systematic Review","year":2019,"lang":"en","type":"review","venue":"Current Cardiology Reviews","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Population Health Research Institute; McMaster University; University of British Columbia; Impact","funders":"","keywords":"Medicine; Heart failure; Social media; Intensive care medicine; Internal medicine; World Wide Web","score_opus":0.3908823820674575,"score_gpt":0.5764492448615886,"score_spread":0.18556686279413104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2996472154","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[8.420043e-8,0.9416642,0.000021851774,0.0007400894,0.03226397,0.024973506,0.000024227627,0.00007270284,0.0002393667],"genre_scores_gemma":[7.1736615e-8,0.9684452,0.0005034095,0.00015954024,0.0048614903,0.025705501,0.00024157621,0.00006887762,0.000014343207],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.94833964,0.045491382,0.0036255245,0.00096708385,0.00052057294,0.0010557934],"domain_scores_gemma":[0.9828516,0.013428602,0.0022833617,0.0009355224,0.00020061327,0.00030029562],"candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02463638,0.00077883515,0.015584931,0.00039937548,0.00031585174,0.00004361064,0.0012049797,0.001121242,0.00010570522],"category_scores_gemma":[0.062441505,0.0006318246,0.0025732748,0.002103918,0.0004448699,0.00013630875,0.00015305067,0.0017584515,0.0023184996],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[1.5125488e-7,0.000010638617,0.000009527087,0.5454305,0.000025916856,5.124889e-7,0.00076005555,1.8517505e-9,9.522207e-10,0.00025138663,0.03595853,0.4175528],"study_design_scores_gemma":[0.000035797588,0.00000475397,0.0000028481945,0.39553612,0.0018273103,0.0000071061418,0.00008032744,1.7821682e-8,8.2568175e-10,0.000052497162,0.6021489,0.00030429108],"about_ca_topic_score_codex":0.000045777888,"about_ca_topic_score_gemma":0.000219826,"teacher_disagreement_score":0.56619036,"about_ca_system_score_codex":0.0014248885,"about_ca_system_score_gemma":0.002516896,"threshold_uncertainty_score":0.9996133},"labels":[],"label_agreement":null},{"id":"W2996766824","doi":"","title":"","year":2017,"lang":"fr","type":"article","venue":"PubMed","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Ethnology; Sociology; Art","score_opus":0.30219929995266603,"score_gpt":0.41891459868059955,"score_spread":0.11671529872793351,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2996766824","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4676977,0.0053695147,0.0000058618907,0.38608935,0.12773803,0.005137751,0.000008075797,0.00006367031,0.007890017],"genre_scores_gemma":[0.88812196,0.0039012039,0.000213158,0.0011533465,0.025185721,0.07677031,0.0000021702826,0.0000368127,0.0046152966],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99345344,0.0011904101,0.000679657,0.0007096474,0.0011082743,0.0028585389],"domain_scores_gemma":[0.9912849,0.003545732,0.0013830726,0.0014944593,0.000387221,0.0019046023],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.0064104632,0.00030589546,0.0004818833,0.00008953288,0.011641511,0.0012515737,0.0022903353,0.0006566658,0.00006401445],"category_scores_gemma":[0.06850607,0.00039355576,0.00020440796,0.00033731107,0.0057459604,0.0033555746,0.0002365844,0.0005840455,0.00008302766],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014338961,0.00015755297,0.31372166,0.00006889377,0.000022354028,0.0000054205725,0.03287407,5.2524047e-7,1.280124e-7,0.039373565,0.00071328663,0.6130482],"study_design_scores_gemma":[0.00036823406,0.000011150949,0.63763636,0.000029317192,0.000054666314,0.0000010407502,0.0032132936,0.0000030826193,0.000014881412,0.008120189,0.35030165,0.00024609364],"about_ca_topic_score_codex":0.20200509,"about_ca_topic_score_gemma":0.034644783,"teacher_disagreement_score":0.6128021,"about_ca_system_score_codex":0.0017680678,"about_ca_system_score_gemma":0.00076915766,"threshold_uncertainty_score":0.99985164},"labels":[],"label_agreement":null},{"id":"W2997829528","doi":"10.33137/ijournal.v5i1.33477","title":"Meeting Students Where They Are: Centering University of Toronto Student Voices in Mental Health Conversations on Reddit","year":2020,"lang":"en","type":"article","venue":"The iJournal Student Journal of the Faculty of Information","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Context (archaeology); Event (particle physics); Psychology; Social media; Public relations; Medical education; Media studies; Sociology; Medicine; Political science; World Wide Web; Psychiatry; History; Computer science","score_opus":0.054439364797151675,"score_gpt":0.3794744370875175,"score_spread":0.3250350722903658,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2997829528","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9582725,0.00022513252,0.000024127537,0.039036795,0.0013374918,0.00067410513,0.000023415774,0.0000051950838,0.00040119883],"genre_scores_gemma":[0.99751014,0.0018818127,0.00009723548,0.0002987931,0.00019957448,0.0000011608821,0.0000018736007,0.0000036326462,0.000005804094],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9966594,0.00055414654,0.00084097765,0.000052662555,0.0016973419,0.00019547658],"domain_scores_gemma":[0.9963049,0.00023730523,0.002896614,0.00008992845,0.00032777246,0.0001434802],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028128838,0.0000933261,0.00026408804,0.000046235986,0.0006920452,0.00006002172,0.0011176612,0.000046655357,0.000045215063],"category_scores_gemma":[0.00045978642,0.00006570742,0.00013261299,0.00018098493,0.0001078019,0.00090990384,0.00012735376,0.00031187112,0.0000032756832],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013731586,0.00017447109,0.30734318,0.000042285672,0.000082425446,3.453323e-7,0.68759096,0.001139249,0.000020893893,0.00015530374,0.0012403998,0.0020731518],"study_design_scores_gemma":[0.00081628916,0.00014923331,0.567481,0.00048480835,0.000019884352,0.0000013994604,0.42467928,0.000020107896,0.000018056577,0.00001906383,0.006260888,0.000050029692],"about_ca_topic_score_codex":0.014188477,"about_ca_topic_score_gemma":0.017550804,"teacher_disagreement_score":0.2629117,"about_ca_system_score_codex":0.0010762884,"about_ca_system_score_gemma":0.00031103694,"threshold_uncertainty_score":0.99237615},"labels":[],"label_agreement":null},{"id":"W2998743849","doi":"10.29173/hsi175","title":"Utilizing social media as a platform to facilitate primary care physicians’ exercise referrals among cancer patients and the general public","year":2019,"lang":"en","type":"article","venue":"Health Science Inquiry","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Simon Fraser University; University of British Columbia","funders":"","keywords":"Primary care; Medicine; Family medicine; Social media; Physical activity; Medical education; Physical therapy; Computer science; World Wide Web","score_opus":0.2859687647986752,"score_gpt":0.43589507741932776,"score_spread":0.14992631262065254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2998743849","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97169256,0.0006807819,0.0000013404652,0.011666701,0.010431564,0.0032373252,0.000014912344,0.00007536023,0.0021994493],"genre_scores_gemma":[0.9927008,0.0005889071,0.00011003667,0.0042569204,0.0012586978,0.0009916073,0.00001497706,0.000016034945,0.000062028375],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9958408,0.00020336504,0.0004838245,0.0006086616,0.0016034729,0.0012598877],"domain_scores_gemma":[0.99763393,0.00062194647,0.0003245373,0.00023850486,0.00056020106,0.00062087266],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0030061034,0.00017927261,0.00040418122,0.00022993328,0.0030972827,0.0002544428,0.00067956926,0.00011922731,0.00004831827],"category_scores_gemma":[0.0012006804,0.00014937816,0.000056246994,0.0017154824,0.0032585245,0.0012204086,0.00017549057,0.00029850123,0.000070545815],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036675254,0.000026070104,0.08251297,0.0001223305,0.0000018196098,1.01425684e-7,0.7201138,0.0000011388953,0.0000063108523,0.003710555,0.0007248241,0.19274342],"study_design_scores_gemma":[0.0007673559,0.000066124725,0.8145748,0.0001863954,0.0000068861464,9.082233e-8,0.17375647,0.00001830494,0.00001079362,0.000710446,0.009651159,0.00025117112],"about_ca_topic_score_codex":0.022758856,"about_ca_topic_score_gemma":0.0052791745,"teacher_disagreement_score":0.73206186,"about_ca_system_score_codex":0.0018613094,"about_ca_system_score_gemma":0.004860386,"threshold_uncertainty_score":0.999454},"labels":[],"label_agreement":null},{"id":"W2998827546","doi":"","title":"Young Scientist Awards of Cosmetic Dentistry 2020","year":2019,"lang":"en","type":"article","venue":"Periodontics and Prosthodontics","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cosmetic dentistry; Dentistry; Medicine; Oral and maxillofacial surgery; Orthodontics","score_opus":0.04589413740289757,"score_gpt":0.37537716168864205,"score_spread":0.3294830242857445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2998827546","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9839413,0.0009000451,0.00024986698,0.0012833897,0.009175931,0.0010245409,0.000016006281,0.000035158573,0.0033737419],"genre_scores_gemma":[0.99081904,0.00084108784,0.0067314776,0.00006101408,0.00041534283,0.00004875706,0.00000802554,0.000018768806,0.0010565014],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982738,0.0002098697,0.0003346829,0.00026444526,0.0005375108,0.00037970633],"domain_scores_gemma":[0.9985476,0.0004951587,0.00020724202,0.00023131333,0.00031253303,0.00020614563],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014270433,0.00011686637,0.0002808437,0.000072597475,0.00037612036,0.00015425603,0.00021364924,0.00015500272,0.00013644836],"category_scores_gemma":[0.0017887596,0.00012815134,0.00005768802,0.00044634807,0.00052431854,0.0001478857,0.000063503656,0.00016239453,0.00003140712],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000112215685,0.000055953227,0.9585213,0.00023873676,0.000011943563,0.0000024653862,0.019525569,8.1689296e-7,0.00043594264,0.013907104,0.00041388813,0.0068750647],"study_design_scores_gemma":[0.0007356679,0.00020001076,0.8088799,0.0002045798,0.00011197826,0.000016933976,0.012898521,0.00034521127,0.0005194387,0.0014308504,0.17414044,0.0005164587],"about_ca_topic_score_codex":0.0013659814,"about_ca_topic_score_gemma":0.0009877075,"teacher_disagreement_score":0.17372654,"about_ca_system_score_codex":0.000090357455,"about_ca_system_score_gemma":0.00048248193,"threshold_uncertainty_score":0.52258605},"labels":[],"label_agreement":null},{"id":"W2998943929","doi":"10.1145/3341161.3343673","title":"Analyzing use of Twitter by diabetes online community","year":2019,"lang":"en","type":"article","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brandon University; Lakehead University","funders":"Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Categorization; Social media; Hash function; Computer science; Baseline (sea); Data science; Internet privacy; World Wide Web; Artificial intelligence; Political science; Computer security","score_opus":0.1920793761745128,"score_gpt":0.41942628089965256,"score_spread":0.22734690472513977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2998943929","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.994655,0.000034510253,0.000006775242,0.0026369856,0.0010077123,0.0003283214,0.0000056577123,0.000030446628,0.0012945906],"genre_scores_gemma":[0.99815583,0.000029959021,0.00068069185,0.0004858648,0.00012515299,0.000015686031,0.000018037892,0.000004866878,0.0004838831],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989838,0.00046938847,0.00015296768,0.000057798494,0.000159159,0.00017689595],"domain_scores_gemma":[0.9967718,0.0028117262,0.00008235692,0.00016264778,0.00010038135,0.00007107909],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006136248,0.000039779337,0.000111682784,0.000037150574,0.00017261194,0.000018336648,0.00014339728,0.00006334832,0.00051537046],"category_scores_gemma":[0.001673441,0.00003862279,0.000025718278,0.0002499974,0.0001141218,0.00018024657,0.000021830678,0.00015466547,0.000035294914],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[8.854663e-7,0.00008898696,0.97640747,0.00001647234,0.0000047389567,5.0683187e-9,0.016370835,4.408557e-7,0.0005376262,0.00030085162,0.0034569476,0.0028147164],"study_design_scores_gemma":[0.00023155782,0.000089778805,0.8225766,0.0000633873,0.000019681853,1.1948177e-8,0.035850365,0.000066038374,0.0014952158,0.00069533905,0.13870096,0.00021108151],"about_ca_topic_score_codex":0.046047036,"about_ca_topic_score_gemma":0.0032089294,"teacher_disagreement_score":0.15383092,"about_ca_system_score_codex":0.000070983755,"about_ca_system_score_gemma":0.00010563897,"threshold_uncertainty_score":0.9603054},"labels":[],"label_agreement":null},{"id":"W2998946964","doi":"","title":"Le rôle des réseaux sociaux dans la communication de marque des hôpitaux canadiens / The role of social networks in brand communication in Canadian hospitals","year":2018,"lang":"fr","type":"article","venue":"Project Muse (Johns Hopkins University)","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science","score_opus":0.028931831763879805,"score_gpt":0.2878669486814493,"score_spread":0.2589351169175695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2998946964","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7017557,0.00018697191,0.000030408457,0.005735406,0.0002937336,0.0011764995,0.00003313927,0.000024783654,0.29076335],"genre_scores_gemma":[0.9368781,0.062203236,0.0005357784,0.00006770489,0.00019473478,0.000045777,0.000028060826,0.000025568695,0.00002105996],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.994478,0.0036396703,0.00037186392,0.00027696427,0.00022083915,0.0010126685],"domain_scores_gemma":[0.9970326,0.0015386206,0.00031510854,0.00045353826,0.00040396297,0.00025618504],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0023411491,0.00020848103,0.00031610095,0.0024893524,0.0021946963,0.00006752946,0.0011831971,0.00050419976,0.000032573946],"category_scores_gemma":[0.0008618063,0.0002629808,0.00009736228,0.009191464,0.0048171035,0.0006567999,0.00015465115,0.0005971523,0.0000047697436],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000029975236,0.00016430278,0.19102983,0.000041514424,0.000029842779,0.0000044677327,0.5638176,0.000038094386,0.0000019715428,0.21745582,0.00006415434,0.027322406],"study_design_scores_gemma":[0.0006429645,0.000071240225,0.17484266,0.00026351755,0.000062065206,0.000002152735,0.21615186,0.0009669154,0.000036657482,0.0012114829,0.60544246,0.000306042],"about_ca_topic_score_codex":0.99896634,"about_ca_topic_score_gemma":0.999853,"teacher_disagreement_score":0.60537827,"about_ca_system_score_codex":0.0062709516,"about_ca_system_score_gemma":0.013130507,"threshold_uncertainty_score":0.99998224},"labels":[],"label_agreement":null},{"id":"W2999172624","doi":"10.3390/pharmacy8010009","title":"Prevalence and Perceived Effectiveness of Pharmaceutical Digital Marketing among Community Pharmacies in Saudi Arabia: A Cross-Sectional Questionnaire-Based Survey","year":2020,"lang":"en","type":"article","venue":"Pharmacy","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Advertising; Cross-sectional study; Test (biology); Marketing; Psychology; Medicine; Business","score_opus":0.19315524713092705,"score_gpt":0.466206684600586,"score_spread":0.273051437469659,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2999172624","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99717325,0.00026235968,0.00004451913,0.00037366158,0.00074929534,0.0010654131,0.00005373907,0.00007402933,0.0002037049],"genre_scores_gemma":[0.9991612,0.00021764761,0.00002368326,0.00011758914,0.00022670781,0.00021879432,0.000017967515,0.00001419286,0.000002260684],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99207014,0.0065280134,0.00038457947,0.0002554899,0.00043158,0.00033020086],"domain_scores_gemma":[0.9871341,0.012040556,0.00015806657,0.00008171487,0.00027634026,0.0003092102],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0069309366,0.00013880001,0.0002266257,0.00007689344,0.0005166885,0.00011311697,0.00025783677,0.000063564454,0.00009833356],"category_scores_gemma":[0.01872612,0.00016271288,0.000048998216,0.0005400883,0.0010217848,0.00059975934,0.00006387802,0.0006009979,0.0000049669543],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006618783,0.00016821112,0.98857015,0.0010997875,0.000010461354,0.0000013007117,0.0072400454,0.000035281035,0.00051241816,0.000015471649,0.0000057660873,0.001679199],"study_design_scores_gemma":[0.0012422407,0.000022402543,0.99651766,0.00017618986,0.000011041073,4.0502914e-7,0.00020821918,0.0011227337,0.00043711904,0.000033611665,0.0000877407,0.00014065803],"about_ca_topic_score_codex":0.00867463,"about_ca_topic_score_gemma":0.0003062736,"teacher_disagreement_score":0.011795183,"about_ca_system_score_codex":0.00023752246,"about_ca_system_score_gemma":0.00047958436,"threshold_uncertainty_score":0.9979267},"labels":[],"label_agreement":null},{"id":"W2999424170","doi":"10.1200/jco.2013.31.15_suppl.e17587","title":"Keeping guidelines current: A six-month evaluation of Wiki-based lung cancer guidelines.","year":2013,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Guideline; Referral; Family medicine; The Internet; Public health; Breast cancer; Lung cancer; Medical education; World Wide Web; Cancer; Nursing; Pathology; Internal medicine","score_opus":0.7066311733473374,"score_gpt":0.6978410650472993,"score_spread":0.008790108300038124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2999424170","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8104396,0.0110484045,0.000404008,0.13582382,0.039248053,0.0015511478,0.0000032364906,0.000017567274,0.0014641847],"genre_scores_gemma":[0.95238256,0.005681192,0.013486303,0.0048003295,0.023260191,0.00032878117,0.0000034512434,0.000026426304,0.000030788153],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9905402,0.0027457476,0.0046334886,0.00018558168,0.0015629703,0.00033203053],"domain_scores_gemma":[0.97021997,0.0082561355,0.0051638666,0.00017087368,0.015742455,0.00044670806],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.029981038,0.000115184135,0.00094063935,0.00016829916,0.00016449348,0.000019438647,0.0004075585,0.00041206513,0.0010093588],"category_scores_gemma":[0.19717804,0.00009818406,0.00033463404,0.00041412032,0.00038399274,0.00033947185,0.000026804722,0.000606423,0.000013051446],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006983355,0.00031387352,0.096308514,0.000032747714,0.00004205958,6.4006366e-7,0.0012758396,0.00050924026,0.000010963429,0.00016063357,0.0439939,0.85728174],"study_design_scores_gemma":[0.005120771,0.0010650504,0.28899717,0.000800392,0.00075383234,0.0000014786397,0.0021873484,0.028860563,0.000022831002,0.0034719703,0.6684508,0.00026781438],"about_ca_topic_score_codex":0.008583456,"about_ca_topic_score_gemma":0.0041338997,"teacher_disagreement_score":0.85701394,"about_ca_system_score_codex":0.0008155038,"about_ca_system_score_gemma":0.020490408,"threshold_uncertainty_score":0.99990386},"labels":[],"label_agreement":null},{"id":"W2999820127","doi":"10.29173/hsi20","title":"SOCial media: A Growing Presence in Healthcare","year":2019,"lang":"en","type":"article","venue":"Health Science Inquiry","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Social media; Health care; Internet privacy; Sociology; Political science; Computer science; World Wide Web","score_opus":0.2638832859093334,"score_gpt":0.5032712861564613,"score_spread":0.23938800024712792,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2999820127","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8662686,0.0003785313,0.0000049824425,0.11465138,0.01616472,0.0016661956,0.0000012723247,0.00011193859,0.00075239124],"genre_scores_gemma":[0.99366295,0.00021054056,0.00037246104,0.00325579,0.0021561065,0.00030685504,0.0000024781075,0.000013704453,0.000019114303],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99509466,0.00040498696,0.0005797628,0.0006308902,0.0016869663,0.0016027571],"domain_scores_gemma":[0.9969942,0.001550333,0.00027241686,0.00027190548,0.00025755874,0.00065356394],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.007637993,0.0001340026,0.0003241629,0.00048710254,0.00168708,0.00010580341,0.0008256038,0.00016473397,0.000081551545],"category_scores_gemma":[0.004280344,0.0001511249,0.000042048458,0.0037562847,0.0018109756,0.0014761629,0.000097859935,0.0004898907,0.00022489367],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012285847,0.00007016022,0.3123371,0.00016741159,6.5964315e-7,0.0000019873514,0.54401237,0.0000044806357,0.000030034273,0.09097259,0.0008138956,0.051577043],"study_design_scores_gemma":[0.00046755667,0.00009815262,0.84122413,0.00026181154,0.0000014084616,0.0000018104084,0.12797426,0.00008201201,0.000025599596,0.007647562,0.021842835,0.000372846],"about_ca_topic_score_codex":0.022422109,"about_ca_topic_score_gemma":0.0071005463,"teacher_disagreement_score":0.52888703,"about_ca_system_score_codex":0.0020228347,"about_ca_system_score_gemma":0.010649017,"threshold_uncertainty_score":0.99961257},"labels":[],"label_agreement":null},{"id":"W3000295618","doi":"10.1007/s00238-020-01621-3","title":"YouTube as a source of patient information for carpal tunnel syndrome","year":2020,"lang":"en","type":"article","venue":"European Journal of Plastic Surgery","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Children's Hospital of Eastern Ontario; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Carpal tunnel syndrome; Plastic surgery; Carpal tunnel release; Surgery; General surgery","score_opus":0.07379551569972194,"score_gpt":0.2955825435794196,"score_spread":0.22178702787969767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3000295618","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98715395,0.00006997324,0.0021342456,0.0012636172,0.008741279,0.00021509518,0.000005460921,0.000015280326,0.00040109595],"genre_scores_gemma":[0.9986096,0.000029983576,0.00018654669,0.00022869058,0.00092192116,0.0000054848065,0.0000033985248,0.000012168966,0.0000022053132],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99793017,0.00051395246,0.0008123075,0.00006009986,0.0004794582,0.00020403747],"domain_scores_gemma":[0.9881479,0.010119885,0.0009505292,0.00004914842,0.00043118463,0.0003013643],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0016461058,0.00007456593,0.00024795026,0.00013901123,0.00014189286,0.0000314522,0.00014303582,0.00002794627,0.000059964852],"category_scores_gemma":[0.058714166,0.00007226246,0.00017514877,0.00027578845,0.0000928056,0.00037677176,0.000015981906,0.00013548144,0.00004668439],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011051404,0.00026498112,0.109002784,0.00070461887,0.00023933382,0.000102724436,0.70601195,0.0013361743,0.00012737491,0.0010903624,0.03166961,0.14834495],"study_design_scores_gemma":[0.0015220001,0.002374664,0.34518784,0.0010041713,0.00025986563,0.00008499271,0.1230377,0.0002087803,0.00014135515,0.00015444875,0.5253993,0.0006248499],"about_ca_topic_score_codex":0.000101615464,"about_ca_topic_score_gemma":0.0000027783003,"teacher_disagreement_score":0.58297426,"about_ca_system_score_codex":0.00007639625,"about_ca_system_score_gemma":0.0006994706,"threshold_uncertainty_score":0.9492147},"labels":[],"label_agreement":null},{"id":"W3003451442","doi":"10.2196/14952","title":"Classification of Health-Related Social Media Posts: Evaluation of Post Content–Classifier Models and Analysis of User Demographics","year":2020,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Science Foundation","keywords":"Social media; Demographics; Content analysis; Internet privacy; Psychology; Medical education; World Wide Web; Computer science; Medicine; Sociology","score_opus":0.3549741211194267,"score_gpt":0.42290158952015977,"score_spread":0.06792746840073305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3003451442","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91702735,0.0024226254,0.00011227165,0.0784211,0.00029860708,0.0014247525,0.000104820836,0.000025689029,0.0001627728],"genre_scores_gemma":[0.99756134,0.0013075839,0.00009613176,0.0005958219,0.00008256583,0.00014932336,0.00019583183,0.0000098905375,0.0000014862899],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99436295,0.0026262407,0.0012897215,0.00030974124,0.0010220496,0.0003893085],"domain_scores_gemma":[0.9944389,0.0016550923,0.0014769109,0.00013540442,0.0017617327,0.0005319509],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008506228,0.00011536255,0.0007473956,0.00037381402,0.00032935425,0.00002111409,0.00013937347,0.00020838711,0.000027530923],"category_scores_gemma":[0.0067501604,0.000121145276,0.00008665782,0.0027005973,0.0005407834,0.00025543466,0.000021636795,0.00016679305,2.4017453e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045404562,0.00011744627,0.72120893,0.0003552479,0.00014347752,2.842996e-8,0.15299328,0.0000042175266,0.000031851552,0.019857226,0.00018103831,0.10506186],"study_design_scores_gemma":[0.00041519452,0.00009916926,0.96926713,0.000012327044,0.000016804923,7.4282205e-8,0.023815412,0.00525504,3.1976728e-7,0.00027855425,0.0007534529,0.00008649708],"about_ca_topic_score_codex":0.0032031506,"about_ca_topic_score_gemma":0.0048342785,"teacher_disagreement_score":0.24805823,"about_ca_system_score_codex":0.00017373108,"about_ca_system_score_gemma":0.0035301605,"threshold_uncertainty_score":0.808106},"labels":[],"label_agreement":null},{"id":"W3004018793","doi":"10.2196/16382","title":"Predictors of User Engagement With Facebook Posts Generated by a National Sample of Lesbian, Gay, Bisexual, Transgender, and Queer Community Centers in the United States: Content Analysis","year":2020,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of General Medical Sciences; National Institute of Mental Health; National Institutes of Health","keywords":"Transgender; Lesbian; Queer; Social media; Psychology; Social psychology; Political science","score_opus":0.3574068503937164,"score_gpt":0.418229568819856,"score_spread":0.06082271842613962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3004018793","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95748466,0.00024467285,0.00025776846,0.040073253,0.00006385776,0.0015353438,0.00028933704,0.000016180975,0.0000349155],"genre_scores_gemma":[0.99490225,0.0009053644,0.00005420533,0.003374562,0.00002865711,0.00026706595,0.00045829537,0.000005768267,0.000003835602],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99510807,0.0035150496,0.00041949103,0.00015232811,0.0005109703,0.0002940654],"domain_scores_gemma":[0.9969502,0.0020354444,0.00023986601,0.00009754318,0.00034104308,0.00033586592],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037289434,0.00009346449,0.00028544257,0.00016126606,0.00034257886,0.000035281882,0.00016046564,0.00005526378,0.000016738211],"category_scores_gemma":[0.0012565029,0.00007347601,0.000021290767,0.0014671034,0.00030770688,0.000091682756,0.0000139650765,0.00023680295,1.0184811e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040991894,0.00010802047,0.78699684,0.00011473268,0.00006694022,6.7139325e-8,0.21093555,0.0000160654,0.000005808709,0.00015194052,0.0010990504,0.000463971],"study_design_scores_gemma":[0.00080757984,0.00033197194,0.8122801,0.000011026377,0.000004168353,1.0814824e-7,0.117106885,0.00035748843,0.0000013037045,0.000009028613,0.06898853,0.0001017736],"about_ca_topic_score_codex":0.05556231,"about_ca_topic_score_gemma":0.029697169,"teacher_disagreement_score":0.09382866,"about_ca_system_score_codex":0.00011703268,"about_ca_system_score_gemma":0.0010597879,"threshold_uncertainty_score":0.9880083},"labels":[],"label_agreement":null},{"id":"W3004132745","doi":"10.1016/j.jogc.2019.11.066","title":"Double-blind Peer Review in JOGC","year":2020,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Blinding; Medicine; Peer review; Double blind; Objectivity (philosophy); Single blind; Alternative medicine; Clinical trial; Randomized controlled trial; Epistemology; Pathology","score_opus":0.14397355889197677,"score_gpt":0.37992196711090026,"score_spread":0.2359484082189235,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3004132745","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5073685,0.08174703,0.0000038273415,0.3449406,0.058542028,0.00089586934,0.0000040730074,0.0000050473,0.0064930054],"genre_scores_gemma":[0.9821627,0.009863023,0.00015671145,0.007417368,0.0003054069,0.000016306738,0.0000011503915,0.0000063472635,0.000070959475],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985873,0.00014958954,0.00041058028,0.000078237696,0.0005723685,0.00020188627],"domain_scores_gemma":[0.9944077,0.0042367917,0.00033003674,0.00003843545,0.0006428048,0.00034421147],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0010976708,0.000053017928,0.00024792887,0.00008159539,0.00011330513,0.000015284535,0.00015803103,0.00008742585,0.000304095],"category_scores_gemma":[0.056042824,0.00005106254,0.000023981309,0.0007796049,0.000059011847,0.000088922134,0.000014131805,0.00032273002,9.992738e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032394313,0.000097300406,0.5239154,0.00064106286,0.00004697641,0.0008496077,0.02057046,0.000015364421,9.0319367e-7,0.0035676553,0.12275298,0.32750988],"study_design_scores_gemma":[0.0019634662,0.00008058254,0.13872324,0.0000261242,0.000025037329,0.0000016765872,0.0020819083,0.0000026963353,0.0000011513956,0.00012199792,0.85688967,0.00008245084],"about_ca_topic_score_codex":0.13056368,"about_ca_topic_score_gemma":0.3031142,"teacher_disagreement_score":0.7341367,"about_ca_system_score_codex":0.0010153942,"about_ca_system_score_gemma":0.006184069,"threshold_uncertainty_score":0.99944997},"labels":[],"label_agreement":null},{"id":"W3004193085","doi":"10.2196/13424","title":"Understanding Social Media Use and Engagement Among Dermatology Patients to Inform Dermatological Prevention and Care in Vietnam: Cross-sectional Study","year":2020,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Social media; Cross-sectional study; Medicine; Social engagement; Logistic regression; Psychology; Family medicine; Internal medicine; Sociology; Political science; Pathology","score_opus":0.30973550541788514,"score_gpt":0.4391383867474543,"score_spread":0.12940288132956917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3004193085","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9924512,0.000040758863,0.00004881011,0.0035090179,0.0008956203,0.0028294923,0.000007233543,0.00007888092,0.00013901525],"genre_scores_gemma":[0.9983541,0.000021543947,0.00009669692,0.00047265127,0.00013800304,0.00087092246,0.00003183484,0.000013263813,9.877211e-7],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972251,0.00088956405,0.00059868087,0.00040704085,0.00038404434,0.0004955863],"domain_scores_gemma":[0.9980044,0.0012725949,0.00017962871,0.000072879564,0.00014931806,0.00032117707],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025741718,0.0001718213,0.000370004,0.0002007509,0.0010178662,0.00014763376,0.00015198963,0.0003653903,0.000037085127],"category_scores_gemma":[0.0024285456,0.00019122235,0.000034887027,0.00051738514,0.0004541071,0.00049670576,0.00016120395,0.0003639016,0.00001218476],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005416451,0.000075037206,0.7912808,0.000051577044,0.000008935894,0.000015044865,0.20601457,7.9372114e-7,4.880969e-7,0.002004963,0.00013428452,0.00035932727],"study_design_scores_gemma":[0.0011135441,0.00007004522,0.943909,0.000008673164,0.000009582641,0.0000075608323,0.053163078,0.000017238139,0.000002326733,0.00032166755,0.001214605,0.00016268228],"about_ca_topic_score_codex":0.00024942376,"about_ca_topic_score_gemma":0.0071231374,"teacher_disagreement_score":0.15285149,"about_ca_system_score_codex":0.0005005072,"about_ca_system_score_gemma":0.00023471485,"threshold_uncertainty_score":0.78287065},"labels":[],"label_agreement":null},{"id":"W3004467300","doi":"10.17225/jhp00150","title":"Professional education among haemophilia nurses: a survey of current practices","year":2020,"lang":"en","type":"article","venue":"The Journal of Haemophilia Practice","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Swedish Orphan Biovitrum; CSL Behring","keywords":"Haemophilia; Medicine; Nursing; Quarter (Canadian coin); Health care; Family medicine; Medical education; Pediatrics","score_opus":0.24862921381969455,"score_gpt":0.5071397923426826,"score_spread":0.25851057852298803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3004467300","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8561375,0.004701072,0.00006172771,0.11460578,0.021159455,0.001479792,0.000010814672,0.000021978485,0.0018218551],"genre_scores_gemma":[0.9926846,0.002431374,0.0005604588,0.0009068774,0.0033001169,0.000035424,0.000005175846,0.000021649194,0.000054334523],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9908811,0.00616701,0.0009999343,0.0001656662,0.0014762008,0.00031012206],"domain_scores_gemma":[0.9700864,0.019104227,0.006948387,0.0002613257,0.0031847418,0.00041490502],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.011133914,0.00015438526,0.00036603218,0.00011229108,0.00054514315,0.000062056686,0.0008784585,0.00013081118,0.00013285753],"category_scores_gemma":[0.19575249,0.00011700154,0.00009122185,0.0010927011,0.0005450461,0.0020827996,0.000061105486,0.0010348036,0.000030121371],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035613696,0.0035437923,0.19496879,0.000494961,0.00028375254,0.000010911021,0.5527845,0.00005679545,0.00040530827,0.0052475035,0.08344711,0.1551952],"study_design_scores_gemma":[0.00068976474,0.000588685,0.5069113,0.0005689072,0.0006606131,0.000054930857,0.1204092,0.00004923494,0.00026116587,0.0015685953,0.36789182,0.0003457753],"about_ca_topic_score_codex":0.0076996996,"about_ca_topic_score_gemma":0.0008273743,"teacher_disagreement_score":0.4323753,"about_ca_system_score_codex":0.00022753187,"about_ca_system_score_gemma":0.0074110217,"threshold_uncertainty_score":0.9989081},"labels":[],"label_agreement":null},{"id":"W3004599924","doi":"10.1136/bmjopen-2019-035411","title":"Social media and mobile health technology for cancer screening: a systematic review and meta-analysis protocol","year":2020,"lang":"en","type":"review","venue":"BMJ Open","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; Sunnybrook Hospital; Health Sciences Centre; Cancer Care Ontario; Sunnybrook Health Science Centre; Institute of Health Services and Policy Research; University of Toronto; St. Michael's Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; mHealth; CINAHL; Psychological intervention; Social media; PsycINFO; Systematic review; MEDLINE; Protocol (science); Checklist; Population; Family medicine; Alternative medicine; Nursing; Environmental health; World Wide Web; Psychology; Pathology","score_opus":0.6866848322275214,"score_gpt":0.6633513094430254,"score_spread":0.023333522784495964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3004599924","genre_codex":"review","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[2.1327529e-9,0.5322954,0.000009198185,0.011651785,0.00005508656,0.45585638,0.00008255074,0.000025022104,0.000024553226],"genre_scores_gemma":[3.1747717e-8,0.4802313,0.0005802353,0.00040021277,0.00019055496,0.5185218,0.000017873921,0.000019411254,0.000038585313],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.995025,0.0020139506,0.0014760561,0.00062966975,0.00043177188,0.00042354944],"domain_scores_gemma":[0.9943273,0.0024953976,0.0023592557,0.00031538593,0.00021713923,0.00028550084],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005927171,0.00032837957,0.009099309,0.00023789001,0.0007889199,0.0001865051,0.0008232464,0.0003876562,0.00014738957],"category_scores_gemma":[0.0072000935,0.00024868976,0.00067619525,0.0021716529,0.00025079554,0.00013127687,0.00028458712,0.00024737077,0.0000044521016],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000021649364,0.000013521471,0.0000011024614,0.8776346,0.01239091,3.7778838e-7,0.004578088,3.8846215e-9,1.1376073e-10,0.0014214226,0.0013316836,0.10262613],"study_design_scores_gemma":[0.00006728998,0.00003872648,2.0557344e-7,0.017450102,0.2416096,8.2313255e-7,0.00089348253,3.1055876e-7,2.061297e-9,0.0001281488,0.7396194,0.00019191044],"about_ca_topic_score_codex":0.0019030264,"about_ca_topic_score_gemma":0.0056200246,"teacher_disagreement_score":0.8601845,"about_ca_system_score_codex":0.00031420117,"about_ca_system_score_gemma":0.0040182625,"threshold_uncertainty_score":0.99999654},"labels":[],"label_agreement":null},{"id":"W3004628815","doi":"10.5489/cuaj.6260","title":"A comprehensive analysis of #Enuresis conversation on Twitter","year":2020,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Enuresis; Social media; Psychology; Computer science; World Wide Web; Psychiatry","score_opus":0.10854720512611087,"score_gpt":0.3401141790811377,"score_spread":0.23156697395502684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3004628815","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7767026,0.00004515569,0.00004109625,0.22019167,0.001043441,0.00025766843,0.000020017957,0.000018175546,0.001680194],"genre_scores_gemma":[0.98335963,0.00006119933,0.00006770313,0.015580332,0.0008826104,0.000015666652,0.000012459697,0.0000044071535,0.000015960017],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997943,0.0007075866,0.00032418565,0.00014038941,0.0005438597,0.00034098543],"domain_scores_gemma":[0.99657893,0.0016178924,0.00043779664,0.00005125545,0.00051043933,0.00080370146],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006501192,0.000073166564,0.00025793276,0.00029193485,0.00039037364,0.000053724103,0.0001656877,0.00022812685,0.0012258525],"category_scores_gemma":[0.007132375,0.000073392664,0.0001535439,0.0013278521,0.000070906,0.00008537247,0.000004715723,0.00033469175,0.000054451706],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028884915,0.00002334593,0.94092184,0.0000034561444,0.0003633479,0.000004131178,0.04347351,0.00029719897,0.000018926505,0.001533219,0.010874587,0.0024575768],"study_design_scores_gemma":[0.00016826893,0.000095969284,0.838695,0.0000023851103,0.00020822637,1.380997e-7,0.003813278,0.00017508391,0.000004542904,0.00028520054,0.15647376,0.00007813232],"about_ca_topic_score_codex":0.0151849575,"about_ca_topic_score_gemma":0.004168911,"teacher_disagreement_score":0.20665708,"about_ca_system_score_codex":0.0012163462,"about_ca_system_score_gemma":0.0008515017,"threshold_uncertainty_score":0.99968714},"labels":[],"label_agreement":null},{"id":"W3005015854","doi":"10.2196/15716","title":"Expressed Symptoms and Attitudes Toward Using Twitter for Health Care Engagement Among Patients With Lupus on Social Media: Protocol for a Mixed Methods Study","year":2020,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences","keywords":"Social media; Systemic lupus erythematosus; Social media analytics; Health care; Medicine; Descriptive statistics; Protocol (science); Family medicine; Psychology; Disease; Computer science; World Wide Web; Alternative medicine; Pathology","score_opus":0.6855611898378604,"score_gpt":0.6857332744077924,"score_spread":0.00017208456993200727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3005015854","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04337739,7.639649e-7,0.00031919914,0.0029778085,0.00008405974,0.95311344,0.000028472921,0.0000777269,0.000021131833],"genre_scores_gemma":[0.01609603,7.109321e-8,0.008130811,0.00020130166,0.0012483372,0.97425014,0.000011656245,0.00005712669,0.000004532098],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99189126,0.004428141,0.00047822244,0.00070445857,0.0014738367,0.0010240873],"domain_scores_gemma":[0.993633,0.0042651733,0.0002833044,0.00019797313,0.0010826626,0.0005379196],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005184396,0.00022488987,0.00043848535,0.00016245492,0.0023263774,0.0002886435,0.00041005827,0.000159223,0.00002335646],"category_scores_gemma":[0.0044792295,0.0001924259,0.00006415562,0.0005726586,0.00043944502,0.00024934515,0.00014439053,0.0005095785,0.0000014359039],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0031467285,0.0019674671,0.17072214,0.0044920905,0.000056028886,7.20546e-7,0.7376504,0.0000017227271,0.000020773421,0.00019253598,0.007757335,0.07399205],"study_design_scores_gemma":[0.025180269,0.021043275,0.33372065,0.0022076461,0.000018361798,5.757253e-8,0.17859447,0.000058662725,0.00030992716,0.00032207082,0.43769792,0.00084669184],"about_ca_topic_score_codex":0.00028060583,"about_ca_topic_score_gemma":0.00034779488,"teacher_disagreement_score":0.5590559,"about_ca_system_score_codex":0.0008529375,"about_ca_system_score_gemma":0.0016432642,"threshold_uncertainty_score":0.9989725},"labels":[],"label_agreement":null},{"id":"W3005096026","doi":"10.1515/ijamh-2019-0218","title":"Skin cancer on Instagram: implications for adolescents and young adults","year":2020,"lang":"en","type":"article","venue":"International Journal of Adolescent Medicine and Health","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Skin cancer; Popularity; Social media; Medicine; Young adult; Cancer; Quarter (Canadian coin); Dermatology; Psychology; Gerontology; Internal medicine; Social psychology; World Wide Web","score_opus":0.1866373418192382,"score_gpt":0.49128423868477317,"score_spread":0.304646896865535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3005096026","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16596577,0.0026752248,0.0008106955,0.8243276,0.0051303795,0.0009385756,0.00001720207,0.00001425687,0.00012030509],"genre_scores_gemma":[0.9603921,0.014631846,0.00018250749,0.018927107,0.0058168652,0.000032646054,0.0000043744135,0.000008437533,0.0000040878017],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99875224,0.00007538984,0.00045059135,0.00013614215,0.00040082115,0.00018484182],"domain_scores_gemma":[0.9982868,0.00016835019,0.00046713135,0.00003769117,0.0005510887,0.00048892584],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006204468,0.00007913372,0.00020514561,0.000115901596,0.00020845061,0.000021692158,0.000172302,0.00004921792,0.000012785637],"category_scores_gemma":[0.001010375,0.00006834995,0.00003201359,0.00011108464,0.00013776378,0.000107483924,0.000014297298,0.00019940596,6.653044e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045313413,0.00018110173,0.4316258,0.00031992694,0.000036625002,0.0000014676455,0.08546873,0.0000021913334,0.000017092194,0.008154178,0.017665286,0.45607445],"study_design_scores_gemma":[0.0024108652,0.000645047,0.91004515,0.0022092692,0.000020348465,0.000006264405,0.0088533135,0.00004967304,0.000004160787,0.000581979,0.0750769,0.0000970069],"about_ca_topic_score_codex":0.0018544166,"about_ca_topic_score_gemma":0.0010642639,"teacher_disagreement_score":0.8054005,"about_ca_system_score_codex":0.0002778515,"about_ca_system_score_gemma":0.000600177,"threshold_uncertainty_score":0.28033355},"labels":[],"label_agreement":null},{"id":"W3005298132","doi":"10.2174/1573403x16666200206103328","title":"Use of Social Media at Cardiovascular Congresses: Opportunities for Education and Dissemination","year":2020,"lang":"en","type":"article","venue":"Current Cardiology Reviews","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Social media; Medicine; Attendance; Presentation (obstetrics); Active listening; Medical education; Information Dissemination; Dissemination; Public relations; Internet privacy; World Wide Web; Sociology; Computer science","score_opus":0.529678374787176,"score_gpt":0.4667747609508191,"score_spread":0.06290361383635695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3005298132","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4274609,0.51175344,0.00094276544,0.016129224,0.03151788,0.010808877,0.0002748272,0.00012347136,0.0009885981],"genre_scores_gemma":[0.5923283,0.38392887,0.0008259259,0.00046953233,0.014048407,0.0075056367,0.00077002845,0.000047867044,0.000075403696],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99821174,0.00081806415,0.00038785327,0.00022529655,0.000170637,0.00018641097],"domain_scores_gemma":[0.9970348,0.002148275,0.00026041604,0.00010935617,0.00029294967,0.00015418512],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0011221258,0.00010346806,0.00060976157,0.000043670316,0.00028776363,0.00001534431,0.00010277548,0.00011962808,0.000020535486],"category_scores_gemma":[0.01707881,0.00010294838,0.0002495909,0.00014967902,0.00039735434,0.00016081754,0.000031576,0.00008152928,0.0000036391953],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011670908,0.000018656825,0.008070937,0.0006457376,0.00004909911,1.3516099e-7,0.043672632,3.3103512e-7,0.000012305601,0.003078714,0.063549146,0.8808906],"study_design_scores_gemma":[0.000055370496,0.000014256686,0.0054718372,0.000087445034,0.00016989729,5.3389647e-7,0.0034953617,0.0000023110408,0.000006804115,0.000084571664,0.9905192,0.00009241489],"about_ca_topic_score_codex":0.000034901474,"about_ca_topic_score_gemma":0.000029870804,"teacher_disagreement_score":0.92697006,"about_ca_system_score_codex":0.0001091758,"about_ca_system_score_gemma":0.00035955178,"threshold_uncertainty_score":0.99120075},"labels":[],"label_agreement":null},{"id":"W3005472839","doi":"10.2196/17520","title":"Developing a Suicide Prevention Social Media Campaign With Young People (The #Chatsafe Project): Co-Design Approach","year":2020,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":109,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Health and Medical Research Council; University of Melbourne; Australian Rotary Health; Medical Research Council; Australian Government","keywords":"Thematic analysis; Social media; Psychological intervention; Population; Harm; Suicide prevention; Psychology; Target audience; Medical education; Poison control; Qualitative research; Public relations; Medicine; Sociology; Social psychology; Medical emergency; Advertising; Political science; Environmental health; Psychiatry","score_opus":0.21478193921982552,"score_gpt":0.44820992478164134,"score_spread":0.23342798556181582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3005472839","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5901775,0.00064336765,0.022372846,0.33000335,0.005200939,0.045458097,0.00006868258,0.0010610261,0.0050142077],"genre_scores_gemma":[0.980305,0.0001651228,0.009627178,0.0021901722,0.0028545116,0.0046001123,0.00016400023,0.00005022038,0.000043686083],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9960056,0.0014808258,0.00043241587,0.00039773842,0.0009471089,0.000736305],"domain_scores_gemma":[0.9984859,0.000629768,0.00038674596,0.00011155535,0.0000864453,0.0002995567],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0018684205,0.00018668473,0.00031618692,0.000064610875,0.0025114168,0.0000873138,0.0003195373,0.00012677054,0.00004266958],"category_scores_gemma":[0.0003466983,0.00015450345,0.000057865578,0.0010956257,0.00024337343,0.00025624371,0.000031737596,0.0003251762,0.00003656589],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015546408,0.00012967452,0.0066501736,0.00021770464,0.000016082739,3.986458e-7,0.9689001,0.0000013221737,0.000005658267,0.005474364,0.0050689857,0.013380069],"study_design_scores_gemma":[0.0018440482,0.00070717226,0.1462878,0.00023166208,0.000030280085,0.000009123559,0.82322925,0.00021337884,0.000064525775,0.00086422905,0.025776904,0.00074161775],"about_ca_topic_score_codex":0.0060251136,"about_ca_topic_score_gemma":0.01040376,"teacher_disagreement_score":0.3901275,"about_ca_system_score_codex":0.0015068456,"about_ca_system_score_gemma":0.005477095,"threshold_uncertainty_score":0.99878716},"labels":[],"label_agreement":null},{"id":"W3006453706","doi":"10.1212/wnl.92.15_supplement.s16.009","title":"Innovative Recruitment Strategies Increase Diversity of Participation in the Fox Insight Longitudinal Cohort (S16.009)","year":2019,"lang":"en","type":"article","venue":"Neurology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital","funders":"","keywords":"Diversity (politics); Cohort; Longitudinal study; Gerontology; Cohort study; Medicine; Sociology; Internal medicine; Anthropology; Pathology","score_opus":0.20096029108382013,"score_gpt":0.42903821736412934,"score_spread":0.2280779262803092,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3006453706","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9865024,0.00003546597,0.000003948492,0.0044430275,0.0013413259,0.0016104464,0.0000017724664,0.000012900555,0.006048698],"genre_scores_gemma":[0.9988902,0.000048038386,0.000010408861,0.00064033194,0.00010943921,0.00028970258,0.0000052702894,0.0000029191838,0.000003691794],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981184,0.0010087948,0.00020356424,0.00017132032,0.00028047097,0.00021743504],"domain_scores_gemma":[0.9980094,0.0015027636,0.00015698496,0.00014032364,0.00016159301,0.000028956518],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011006311,0.000058801095,0.00014053065,0.0000842255,0.00019329654,0.0000110931305,0.00020273974,0.00010265962,0.00009231341],"category_scores_gemma":[0.0009405033,0.0000508367,0.00001661492,0.0006416791,0.00023313709,0.00016990842,0.00006004588,0.00019249029,0.000021891694],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009621561,0.00009502653,0.9248239,0.000007651866,0.000004624145,0.00000206305,0.048130333,0.00000594221,0.000019436407,0.025516829,0.000031222764,0.001266781],"study_design_scores_gemma":[0.00016642213,0.0003193409,0.99135435,0.0000027227918,0.000007508137,1.8671767e-7,0.0016436216,0.0000066483885,0.000016752228,0.0022221215,0.004220949,0.00003940831],"about_ca_topic_score_codex":0.03020307,"about_ca_topic_score_gemma":0.009583433,"teacher_disagreement_score":0.066530444,"about_ca_system_score_codex":0.000060636994,"about_ca_system_score_gemma":0.0003434112,"threshold_uncertainty_score":0.9762549},"labels":[],"label_agreement":null},{"id":"W3006634384","doi":"10.2196/14431","title":"Using Social Media to Track Geographic Variability in Language About Diabetes: Analysis of Diabetes-Related Tweets Across the United States","year":2020,"lang":"en","type":"article","venue":"JMIR Diabetes","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute","keywords":"Diabetes mellitus; Social media; Medicine; Census; Gerontology; Type 2 diabetes; Disease; Diabetes management; Public health; Demography; Family medicine; Environmental health; Geography; Population; Computer science; Sociology; Pathology; World Wide Web","score_opus":0.06799501911018775,"score_gpt":0.3994017503866358,"score_spread":0.33140673127644804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3006634384","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9909676,0.0002086586,0.0000026773293,0.0061566895,0.00069544197,0.001588995,0.00019668993,0.00013104508,0.000052258445],"genre_scores_gemma":[0.9975251,0.000021509497,0.00008416362,0.0011566957,0.00044275343,0.00055260584,0.00018428834,0.00003152216,0.0000013502997],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99467105,0.0020078328,0.0008775941,0.0005304966,0.00076103956,0.0011519643],"domain_scores_gemma":[0.9899912,0.008593551,0.00041590334,0.00031094745,0.00030299797,0.0003854069],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004066271,0.00026198002,0.0007877697,0.0004893452,0.00061823486,0.00010954768,0.0006696998,0.000329912,0.00018917063],"category_scores_gemma":[0.00973586,0.0002390949,0.00028474833,0.011891378,0.00080289925,0.0002245516,0.00010682302,0.00046030077,0.000011216809],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003830079,0.00009408918,0.68382245,0.00006786548,0.00018352883,2.2763132e-7,0.31227508,0.00028179408,0.0004393383,0.000072606555,0.00004128856,0.0027178836],"study_design_scores_gemma":[0.0002697465,0.000036059544,0.9617025,0.000054182492,0.00028599869,1.7911579e-9,0.03126861,0.004792287,0.0002996495,0.00038858538,0.00061923906,0.0002830956],"about_ca_topic_score_codex":0.0028914632,"about_ca_topic_score_gemma":0.0032809468,"teacher_disagreement_score":0.2810065,"about_ca_system_score_codex":0.00026775844,"about_ca_system_score_gemma":0.00024101329,"threshold_uncertainty_score":0.99860555},"labels":[],"label_agreement":null},{"id":"W3007674412","doi":"10.1055/s-0040-1702158","title":"International Microsurgery Club: An Effective Online Collaboration System","year":2020,"lang":"en","type":"article","venue":"Journal of Reconstructive Microsurgery","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Club; Demographics; Microsurgery; Resource (disambiguation); Retrospective cohort study; Surgery; Demography; Computer science","score_opus":0.05358095383586979,"score_gpt":0.3689862506893227,"score_spread":0.3154052968534529,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3007674412","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.967043,0.00021259527,0.00033460747,0.0064464286,0.024532646,0.0006472229,0.00008369737,0.000055732537,0.00064410316],"genre_scores_gemma":[0.98680955,0.00021437732,0.003901949,0.00040838285,0.008573649,0.000036210196,0.00002164362,0.000027117527,0.000007118747],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99694055,0.0009897642,0.0009476854,0.00025117886,0.0005517959,0.000319012],"domain_scores_gemma":[0.9937243,0.0023036418,0.0014618305,0.00010123626,0.0019218738,0.00048714565],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018607482,0.00016746922,0.00050089025,0.0002955953,0.0003734265,0.00017759517,0.00031648323,0.00020417727,0.00010202813],"category_scores_gemma":[0.005402183,0.00017506338,0.00019656085,0.0007737762,0.00039676356,0.0011725475,0.000025841331,0.00042213735,0.00001796194],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00081397075,0.00032714673,0.538641,0.0001512312,0.00031243486,0.00007647128,0.07151623,0.000026460915,0.02415956,0.0016597288,0.0048126625,0.35750315],"study_design_scores_gemma":[0.0025515698,0.0007636827,0.29882747,0.0008761257,0.00024936505,0.00049317325,0.36527845,0.00020511055,0.0126239,0.00050287304,0.31640658,0.0012216849],"about_ca_topic_score_codex":0.00021698257,"about_ca_topic_score_gemma":0.00017114822,"teacher_disagreement_score":0.35628146,"about_ca_system_score_codex":0.0011032533,"about_ca_system_score_gemma":0.0013662495,"threshold_uncertainty_score":0.71388775},"labels":[],"label_agreement":null},{"id":"W3008112101","doi":"10.2196/18179","title":"The Roles of YouTube and WhatsApp in Dementia Education for the Older Chinese American Population: Longitudinal Analysis","year":2020,"lang":"en","type":"article","venue":"JMIR Aging","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Dementia; Duration (music); Descriptive statistics; Upload; Medicine; Social media; Psychology; Population; Medical education; Gerontology; Computer science; Disease; World Wide Web; Statistics","score_opus":0.044400272288655285,"score_gpt":0.4124382088685621,"score_spread":0.3680379365799068,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3008112101","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96385014,0.0010644579,0.00020188175,0.033588067,0.00037198144,0.0008413186,0.0000010513244,0.000010750823,0.000070355825],"genre_scores_gemma":[0.9984986,0.00012725143,0.00015322879,0.00017033846,0.0005107725,0.0005259409,0.0000055665396,0.00000398151,0.000004330196],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99931467,0.00010584121,0.00017290389,0.00011583542,0.00016043622,0.00013031045],"domain_scores_gemma":[0.9986271,0.0010265398,0.00015132432,0.00007606954,0.00007067825,0.000048265654],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004621781,0.0000462229,0.00010431507,0.000048666734,0.00044546832,0.000057400284,0.000116288844,0.00001720723,0.0000087159815],"category_scores_gemma":[0.0006941896,0.00003089213,0.000039569364,0.0010424288,0.00013350607,0.00011329791,0.0000145949425,0.00005385542,3.3606986e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000041674707,0.000011306516,0.87564117,0.000010070088,0.000026977312,9.235901e-9,0.05342445,0.000019227022,0.000001535838,0.00063140126,0.000038628114,0.07019105],"study_design_scores_gemma":[0.000047534817,0.000006885731,0.9625219,0.0000075575053,0.000069301925,1.6610425e-8,0.03534689,0.00060099247,0.0000010974235,0.00026276175,0.0011013641,0.000033680415],"about_ca_topic_score_codex":0.008245155,"about_ca_topic_score_gemma":0.0203352,"teacher_disagreement_score":0.086880736,"about_ca_system_score_codex":0.000044948756,"about_ca_system_score_gemma":0.00013787427,"threshold_uncertainty_score":0.998359},"labels":[],"label_agreement":null},{"id":"W3008183324","doi":"10.17269/s41997-020-00301-w","title":"Social media and the Canadian Journal of Public Health","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université de Montréal; Memorial University of Newfoundland","funders":"","keywords":"Social media; Public relations; Public health; Media studies; Internet privacy; Political science; Business; Sociology; Medicine; Computer science; Nursing; Law","score_opus":0.3489070356784019,"score_gpt":0.41413838784590307,"score_spread":0.06523135216750114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3008183324","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.064121746,0.0065947254,0.00011414688,0.9233617,0.004559889,0.00050153094,0.000026211435,0.000006369442,0.00071366644],"genre_scores_gemma":[0.97015846,0.0006816765,0.00025054158,0.021238355,0.007623878,0.000008554391,0.0000038456183,0.000023305025,0.000011381854],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9921429,0.0037761114,0.0013739766,0.00015428627,0.0008646431,0.0016880669],"domain_scores_gemma":[0.97710574,0.0019331406,0.0019870745,0.000116709074,0.0015512661,0.017306091],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.024601437,0.00015508063,0.00067878945,0.0006776785,0.0035388574,0.0006370645,0.0008253989,0.00019887678,0.0002838754],"category_scores_gemma":[0.04466904,0.00013063538,0.00014847609,0.0013613941,0.0017001614,0.00064981513,0.000010216343,0.0011253527,0.000006638189],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0000048298903,0.000011028444,0.035345297,0.00005563808,0.00004300855,0.000016775073,0.68905985,3.6524176e-7,5.49841e-8,0.072303385,0.07170161,0.13145813],"study_design_scores_gemma":[0.0009397054,0.00015321784,0.067166574,0.00003705735,0.00000868273,0.000043443928,0.070080996,0.0000047226667,6.956697e-8,0.0019293897,0.85951895,0.00011720314],"about_ca_topic_score_codex":0.757214,"about_ca_topic_score_gemma":0.9886863,"teacher_disagreement_score":0.90603673,"about_ca_system_score_codex":0.004192307,"about_ca_system_score_gemma":0.32683206,"threshold_uncertainty_score":0.99963045},"labels":[],"label_agreement":null},{"id":"W3009514087","doi":"10.2196/13731","title":"Perspectives Toward Seeking Treatment Among Patients With Psoriasis: Protocol for a Twitter Content Analysis","year":2020,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences","keywords":"Social media; Content analysis; Social media analytics; Analytics; Psoriasis; Descriptive statistics; Translational science; Health care; Psychology; Medicine; Medical education; Internet privacy; Computer science; Sociology; Political science; Data science; World Wide Web; Social science","score_opus":0.658786942798903,"score_gpt":0.6176645872497027,"score_spread":0.041122355549200296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3009514087","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0062097264,3.9308725e-7,0.00018085008,0.008496903,0.000011897762,0.98453563,0.00001364882,0.00009913855,0.00045182515],"genre_scores_gemma":[0.013137389,1.432065e-7,0.0006712537,0.00009349287,0.00095120794,0.985007,0.00000909512,0.000029929428,0.00010052603],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99572223,0.0010571097,0.0003501852,0.0006096081,0.0013951998,0.00086563604],"domain_scores_gemma":[0.9963394,0.0010791302,0.00020070832,0.00025500002,0.0015616467,0.0005641579],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001196236,0.00018278297,0.00035813887,0.0002620206,0.00089062814,0.00027781297,0.00037898673,0.00013975875,0.0002440622],"category_scores_gemma":[0.0021772962,0.00014008762,0.0001630168,0.0019344209,0.0005012184,0.00032324635,0.000049479,0.00027294006,0.00002174357],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020030062,0.0014312373,0.6320364,0.00039105632,0.00028976207,0.0000017543329,0.3544125,0.000003265708,0.000013307962,0.00066373823,0.0023924948,0.0063614724],"study_design_scores_gemma":[0.008440985,0.0066593294,0.31285542,0.0005925433,0.000044689863,2.4608774e-8,0.07379563,0.00008928074,0.00014155195,0.00019785337,0.5967691,0.00041359614],"about_ca_topic_score_codex":0.0019727186,"about_ca_topic_score_gemma":0.00067651743,"teacher_disagreement_score":0.5943766,"about_ca_system_score_codex":0.0012139985,"about_ca_system_score_gemma":0.0010621464,"threshold_uncertainty_score":0.68500817},"labels":[],"label_agreement":null},{"id":"W3010193917","doi":"10.3171/2019.12.focus19820","title":"The Neurosurgical Atlas: advancing neurosurgical education in the digital age","year":2020,"lang":"en","type":"article","venue":"Neurosurgical FOCUS","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Popularity; Audience measurement; Social media; Demographics; Atlas (anatomy); Analytics; The Internet; Page view; World Wide Web; Internet privacy; Medicine; Business; Advertising; Computer science; Data science; Psychology; Demography; Web navigation","score_opus":0.05434848143103319,"score_gpt":0.3606755858450678,"score_spread":0.3063271044140346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3010193917","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7605858,0.00047941625,0.000016130636,0.18757005,0.006908162,0.00235509,0.000008763778,0.00023567278,0.041840903],"genre_scores_gemma":[0.99140245,0.00055520213,0.000016787078,0.0043145856,0.0030509108,0.00046893035,0.000007781492,0.00003696024,0.00014637783],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99456936,0.0017501874,0.00074728706,0.00064444466,0.0012852526,0.0010034654],"domain_scores_gemma":[0.98788524,0.010801753,0.00020820631,0.00039009308,0.00010102317,0.0006136723],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0012695227,0.00026829628,0.00032477136,0.00005904573,0.0013801497,0.0009182057,0.0010993659,0.00020472033,0.000051405685],"category_scores_gemma":[0.015295115,0.00018071101,0.00020990592,0.0014843796,0.00075654325,0.00037538185,0.000113590286,0.001097536,0.00018538671],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00079518755,0.0017319397,0.08683024,0.000077842196,0.00001492481,0.0007678931,0.04992822,0.000106853775,0.00021910068,0.18747415,0.033747777,0.6383059],"study_design_scores_gemma":[0.00036931617,0.00014591802,0.03734622,0.000013779561,0.000009091178,0.000016630109,0.0021423553,0.00007489024,0.000008679763,0.0012757229,0.9583939,0.00020354245],"about_ca_topic_score_codex":0.00047416802,"about_ca_topic_score_gemma":0.00037130126,"teacher_disagreement_score":0.9246461,"about_ca_system_score_codex":0.00013796022,"about_ca_system_score_gemma":0.00095649005,"threshold_uncertainty_score":0.9999199},"labels":[],"label_agreement":null},{"id":"W3010239803","doi":"10.2196/17741","title":"Online Impact and Presence of a Specialized Social Media Team for the Journal of Neurosurgery: Descriptive Analysis","year":2020,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Social media; Publishing; Descriptive statistics; Altmetrics; Psychology; Medicine; Computer science; Library science; Statistics; World Wide Web; Mathematics; Political science","score_opus":0.36629482481254905,"score_gpt":0.5480119127004373,"score_spread":0.1817170878878882,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3010239803","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9216876,0.0014155491,0.001217857,0.07343736,0.001774384,0.0004064881,0.0000184798,0.000002671642,0.000039605966],"genre_scores_gemma":[0.9898969,0.0027472933,0.00019991443,0.00012013761,0.007007038,0.0000068805875,0.0000010314305,0.0000094016905,0.000011389793],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9919266,0.0023182118,0.0010759218,0.00010764885,0.004181297,0.0003902885],"domain_scores_gemma":[0.96023804,0.034461137,0.0011626997,0.00008909699,0.0031038742,0.0009451323],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.019363612,0.00008793303,0.00060524326,0.0004945461,0.00018776936,0.00006821211,0.00104112,0.00019383959,0.0004943853],"category_scores_gemma":[0.16856126,0.000055180724,0.00035209474,0.0018046098,0.0014185284,0.00019835241,0.00010909648,0.0012740219,6.1015203e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0037614615,0.00081731717,0.04484317,0.00015716946,0.0016854734,0.00004739514,0.7046676,0.00001115933,0.00036492784,0.0011310648,0.14569867,0.096814536],"study_design_scores_gemma":[0.0065285624,0.0057156044,0.350107,0.00092244067,0.0022822462,0.000087029824,0.45719948,0.008800398,0.00070496136,0.004789011,0.16239624,0.0004669934],"about_ca_topic_score_codex":0.0018938459,"about_ca_topic_score_gemma":0.0014290949,"teacher_disagreement_score":0.30526385,"about_ca_system_score_codex":0.00022827978,"about_ca_system_score_gemma":0.0033092878,"threshold_uncertainty_score":0.83844227},"labels":[],"label_agreement":null},{"id":"W3010965100","doi":"10.1136/tobaccocontrol-2019-055427","title":"At the speed of Juul: measuring the Twitter conversation related to ENDS and Juul across space and time (2017–2018)","year":2020,"lang":"en","type":"article","venue":"Tobacco Control","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Cancer Institute; Nutrition Obesity Research Center, University of North Carolina; University of Chicago","keywords":"Social media; Marketing buzz; Quarter (Canadian coin); Advertising; Conversation; Sociology; Media studies; Business; Computer science; History; World Wide Web","score_opus":0.07360945890797216,"score_gpt":0.34593740649663346,"score_spread":0.2723279475886613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3010965100","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83534604,0.0003250755,0.0000088650195,0.16148962,0.0005561741,0.0011190096,0.00000800893,0.00003093798,0.0011162478],"genre_scores_gemma":[0.99717766,0.00004935448,0.000017121742,0.0020843525,0.0003712542,0.000051560583,0.0000013412766,0.00000951466,0.00023783377],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9986826,0.0003341993,0.00021242598,0.00019005421,0.0003142781,0.0002664009],"domain_scores_gemma":[0.99813014,0.0012945862,0.00015615774,0.00014287715,0.00011063274,0.00016557635],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012741644,0.00008717176,0.0001730498,0.000015677895,0.00052708155,0.000059730246,0.0001597552,0.00009173431,0.00011165308],"category_scores_gemma":[0.002466504,0.000060909933,0.000029028337,0.00022730144,0.00033504228,0.00011141392,0.0000524473,0.00013073556,0.00009395535],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023285509,0.000020216112,0.25114405,0.000028078868,0.00007003891,0.0000012416393,0.72106373,0.000020471554,0.004160588,0.0014922663,0.005918956,0.015847525],"study_design_scores_gemma":[0.0044561718,0.0002966179,0.75515527,0.00008959612,0.00022487195,0.0000048831516,0.08265596,0.0007348016,0.0009213263,0.0010555005,0.15384723,0.00055775506],"about_ca_topic_score_codex":0.0015414162,"about_ca_topic_score_gemma":0.0005191888,"teacher_disagreement_score":0.63840777,"about_ca_system_score_codex":0.00010320703,"about_ca_system_score_gemma":0.0001054864,"threshold_uncertainty_score":0.40539384},"labels":[],"label_agreement":null},{"id":"W3012066456","doi":"10.1097/coc.0000000000000685","title":"Twitter","year":2020,"lang":"en","type":"article","venue":"American Journal of Clinical Oncology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Marketing buzz; Medicine; Scopus; Radiation oncology; Impact factor; Citation; Bibliometrics; Clinical Oncology; Library science; Internal medicine; MEDLINE; World Wide Web; Radiation therapy","score_opus":0.4525055894671902,"score_gpt":0.6121880681730625,"score_spread":0.15968247870587227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3012066456","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6741061,0.000057638394,0.00019046069,0.3097595,0.0065635676,0.00013864014,2.6302283e-7,0.000012402772,0.009171397],"genre_scores_gemma":[0.95425737,0.0004820267,0.0054936176,0.027752096,0.011982226,0.0000069306575,1.4989908e-7,0.0000073107744,0.000018300721],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99644,0.001758534,0.0011464157,0.000103951745,0.00032896388,0.00022215475],"domain_scores_gemma":[0.9865579,0.010686146,0.0015923639,0.00005946762,0.00033279174,0.0007713573],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0033880628,0.000051609397,0.00061484904,0.000033878572,0.000091517395,0.00000921674,0.00030422094,0.00010509351,0.00028751805],"category_scores_gemma":[0.036961596,0.000045344506,0.00018006844,0.0003708467,0.0012225084,0.000093838746,0.000018174094,0.00058615464,0.000094004026],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018493536,0.000120684555,0.118914075,0.0000019076272,0.000026651502,0.000020187059,0.022148376,9.803205e-7,0.000002636377,0.00063113566,0.012931876,0.84501654],"study_design_scores_gemma":[0.0003518971,0.0029667425,0.061506804,0.000005436822,0.000024217781,0.0000025282457,0.010806626,0.0000024822036,0.0000012568595,0.00030122712,0.9239822,0.000048574155],"about_ca_topic_score_codex":0.00044313355,"about_ca_topic_score_gemma":0.0000686131,"teacher_disagreement_score":0.9110503,"about_ca_system_score_codex":0.00010907925,"about_ca_system_score_gemma":0.0030917854,"threshold_uncertainty_score":0.97115046},"labels":[],"label_agreement":null},{"id":"W3012745687","doi":"10.2196/14411","title":"Information About Sunscreen on YouTube and Considerations for Sun Safety Promotion: Content Analysis","year":2020,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sun protection factor; Sun protection; Medicine; Terminology; The Internet; Promotion (chess); Inclusion (mineral); Internet privacy; World Wide Web; Dermatology; Computer science; Psychology","score_opus":0.21187458493131875,"score_gpt":0.4046781972609766,"score_spread":0.19280361232965784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3012745687","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.58266085,0.000100547935,0.003723067,0.40207514,0.0013182152,0.0058213565,0.00010199287,0.00022297689,0.003975862],"genre_scores_gemma":[0.9935505,0.000054336786,0.0005972501,0.004216602,0.0002723184,0.0012006658,0.00009355036,0.000004829944,0.000009944174],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99885404,0.00023415138,0.00037599448,0.00012982529,0.00016899897,0.00023699862],"domain_scores_gemma":[0.9977712,0.0015011644,0.00017136903,0.000088158406,0.0002648787,0.00020323829],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021512105,0.0000825628,0.00024669844,0.00012293622,0.0006315667,0.000063671294,0.00006642523,0.00015909635,0.00013109128],"category_scores_gemma":[0.0032875014,0.000086157415,0.00006321816,0.00039900647,0.00018621678,0.00033738537,0.000012515161,0.000100750105,0.000031854383],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001841045,0.000114361734,0.17229356,0.00023486083,0.00031209603,0.000002665098,0.35849833,0.00005211605,0.000014984059,0.44459426,0.0117787765,0.011919893],"study_design_scores_gemma":[0.0024021387,0.00040894744,0.4769243,0.00003471067,0.00049222994,0.000013525159,0.045167033,0.002964762,0.00015889693,0.0053978,0.46546033,0.0005753206],"about_ca_topic_score_codex":0.00056872494,"about_ca_topic_score_gemma":0.0012175643,"teacher_disagreement_score":0.45368156,"about_ca_system_score_codex":0.00010460889,"about_ca_system_score_gemma":0.0003114149,"threshold_uncertainty_score":0.48575643},"labels":[],"label_agreement":null},{"id":"W3013296366","doi":"10.1017/cem.2020.15","title":"Twitter metrics complement traditional conference evaluations to evaluate knowledge translation at a National Emergency Medicine Conference","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal College of Physicians and Surgeons of Canada; University of Ottawa","funders":"China Academy of Engineering Physics","keywords":"Session (web analytics); Social media; Medicine; Index (typography); Complement (music); Specialty; Interquartile range; Computer science; Family medicine; World Wide Web","score_opus":0.798955749775951,"score_gpt":0.5453876422293396,"score_spread":0.2535681075466114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3013296366","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11512787,0.0058151456,0.008294952,0.702424,0.07786013,0.003270929,0.00016394698,0.000046641304,0.086996414],"genre_scores_gemma":[0.98562753,0.0008240328,0.00044644543,0.0009910598,0.011299878,0.00013945736,0.000103143204,0.000025616358,0.0005428512],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9947112,0.0007115953,0.0017113897,0.0003107109,0.0019914787,0.000563612],"domain_scores_gemma":[0.99028987,0.000830286,0.00069170404,0.00012783849,0.0052634585,0.0027968173],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0040270663,0.00023203126,0.00048083533,0.0007370505,0.00086599233,0.000008689769,0.0005514907,0.00012751165,0.10466093],"category_scores_gemma":[0.019329293,0.00021912549,0.00011321619,0.002344904,0.00033456387,0.00027516688,0.000011475741,0.00035841457,0.00012967935],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000449209,0.00005714343,0.010229368,0.00008311578,0.000098803874,0.0000038088476,0.31696522,0.00007155416,0.0004995742,0.019086815,0.6475936,0.0052660666],"study_design_scores_gemma":[0.0017655396,0.001296694,0.045948472,0.00035556848,0.00034187792,0.000004410962,0.019459518,0.0012730367,0.000018497865,0.013925663,0.91513306,0.00047766409],"about_ca_topic_score_codex":0.010332443,"about_ca_topic_score_gemma":0.11060115,"teacher_disagreement_score":0.8704997,"about_ca_system_score_codex":0.0012890685,"about_ca_system_score_gemma":0.0074900654,"threshold_uncertainty_score":0.9981365},"labels":[],"label_agreement":null},{"id":"W3013882954","doi":"10.2196/16191","title":"Exploring Substance Use Tweets of Youth in the United States: Mixed Methods Study","year":2020,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Mental Health; Center for Undergraduate Research and Scholarship, Bowling Green State University; University of Pennsylvania","keywords":"Substance use; Environmental health; Internet privacy; Psychology; Computer science; Medicine; Psychiatry","score_opus":0.525458275685893,"score_gpt":0.4771506752458853,"score_spread":0.0483076004400077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3013882954","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9576246,0.00028410708,0.000119521734,0.0390817,0.000737279,0.0020443227,0.000012248438,0.000050176488,0.000046031517],"genre_scores_gemma":[0.99475414,0.0013285524,0.00036720996,0.0025804283,0.0002245921,0.0007051126,0.000027835453,0.0000106632215,0.0000014605534],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99196804,0.006180998,0.0005387685,0.0002809768,0.00045516065,0.0005760448],"domain_scores_gemma":[0.99437696,0.00446035,0.00025520922,0.00019079218,0.00018488556,0.00053179153],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008228783,0.00010827884,0.00032116802,0.00013094531,0.00035129482,0.00008556001,0.0002786347,0.000049660295,0.000005212675],"category_scores_gemma":[0.007219314,0.000091805465,0.000022650189,0.0023706604,0.00015912784,0.00037117093,0.00002069549,0.00025692498,0.0000011591883],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011158917,0.00007456589,0.4974539,0.00005153937,0.000002353284,3.711662e-7,0.48785627,0.0000012539203,1.322124e-7,0.00021418568,0.00007991353,0.014254365],"study_design_scores_gemma":[0.00024477666,0.00013270235,0.54867375,0.0000073513393,3.1899185e-7,4.13702e-8,0.42090464,0.00003719674,1.3512131e-7,0.000017672073,0.02991111,0.00007030816],"about_ca_topic_score_codex":0.022702267,"about_ca_topic_score_gemma":0.01427832,"teacher_disagreement_score":0.06695163,"about_ca_system_score_codex":0.00012511756,"about_ca_system_score_gemma":0.00088144,"threshold_uncertainty_score":0.98380566},"labels":[],"label_agreement":null},{"id":"W3013988211","doi":"10.18438/eblip29687","title":"Academic Social Networking Sites are Smaller, Denser Networks Conducive to Formal Identity Management, Whereas Academic Twitter is Larger, More Diffuse, and Affords More Space for Novel Connections","year":2020,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Social network analysis; Social network (sociolinguistics); World Wide Web; Computer science; Reciprocity (cultural anthropology); Sociology; Space (punctuation); Online discussion; Subject (documents); Identity (music); Social media; Psychology; Social psychology","score_opus":0.12221928070954034,"score_gpt":0.38780305822771527,"score_spread":0.2655837775181749,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3013988211","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1645667,0.0015995891,0.032556396,0.7947236,0.0017437362,0.0037356794,0.00005068729,0.00027236034,0.00075131777],"genre_scores_gemma":[0.6071421,0.009434822,0.0065384186,0.37092376,0.0043920767,0.0012424826,0.000114776594,0.000041446874,0.00017011786],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99801236,0.00020999364,0.0005325957,0.00029528982,0.0004295743,0.00052015425],"domain_scores_gemma":[0.9951668,0.0034816486,0.00066726364,0.00011037098,0.00015500032,0.00041895654],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0010333259,0.00020247423,0.00023035792,0.00014493465,0.0015213045,0.00045437386,0.00028199566,0.0003670672,0.00007771754],"category_scores_gemma":[0.0034861574,0.00022613771,0.0000568693,0.00091475307,0.00018159098,0.095265664,0.00017142572,0.00067625334,0.000013023803],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029670051,0.00017922651,0.11666203,0.0022037928,0.00027207963,0.0000051078937,0.30693662,0.0006695763,0.00006133932,0.29987752,0.22650965,0.043656036],"study_design_scores_gemma":[0.001040127,0.000092853064,0.05419826,0.00041666534,0.00016039907,0.0000030006686,0.075814955,0.007596199,0.00003842058,0.0002300896,0.859968,0.00044099925],"about_ca_topic_score_codex":0.000089618115,"about_ca_topic_score_gemma":0.0000045210754,"teacher_disagreement_score":0.6334584,"about_ca_system_score_codex":0.000058618123,"about_ca_system_score_gemma":0.00022837122,"threshold_uncertainty_score":0.99977857},"labels":[],"label_agreement":null},{"id":"W3013990261","doi":"10.5435/jaaos-d-19-00804","title":"Increasing Fellow Recruitment: How Can Fellowship Program Websites Be Optimized?","year":2020,"lang":"en","type":"article","venue":"Journal of the American Academy of Orthopaedic Surgeons","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Object Research Systems (Canada)","funders":"","keywords":"Medicine; Salary; Likert scale; Social media; Scale (ratio); Family medicine; Medical education; Psychology; World Wide Web","score_opus":0.16742237146348768,"score_gpt":0.4022018225955025,"score_spread":0.23477945113201484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3013990261","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6954221,0.00034922687,0.00001017519,0.3017798,0.0010744515,0.0009992525,0.000008446458,0.00003956891,0.00031693335],"genre_scores_gemma":[0.98711187,0.0016776945,0.0047070277,0.0046733744,0.0016479532,0.00009479909,0.0000011163423,0.00003077059,0.000055418473],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9951987,0.00199657,0.0007593491,0.00020855069,0.0012799994,0.0005568257],"domain_scores_gemma":[0.99224883,0.003825446,0.0028531225,0.00012399377,0.00022368666,0.0007248977],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0034573122,0.00019153745,0.0006979475,0.00016619153,0.0005030003,0.00006440848,0.00083906675,0.00012540261,0.00008108942],"category_scores_gemma":[0.01575316,0.00015143136,0.00052030163,0.0018604994,0.0016072588,0.00024121962,0.000086416774,0.0009406125,0.0000027631563],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041582464,0.00025935142,0.8041576,0.00006781791,0.0002197549,0.000008001583,0.027008468,0.00005403266,0.0005706086,0.0002695419,0.014245605,0.15272339],"study_design_scores_gemma":[0.0010713465,0.0005754438,0.30769455,0.00036554417,0.00041769684,0.00003688112,0.03294222,0.0000898613,0.000651927,0.00030153018,0.6553917,0.00046129344],"about_ca_topic_score_codex":0.00245987,"about_ca_topic_score_gemma":0.00011343106,"teacher_disagreement_score":0.64114606,"about_ca_system_score_codex":0.00027579904,"about_ca_system_score_gemma":0.001244177,"threshold_uncertainty_score":0.99253756},"labels":[],"label_agreement":null},{"id":"W3014127472","doi":"10.2196/17729","title":"A Mobile Medical Knowledge Dissemination Platform (HeadToToe): Mixed Methods Study","year":2020,"lang":"en","type":"article","venue":"JMIR Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McMaster University; Impact","funders":"Université de Genève","keywords":"Computer science; Task (project management); Quality (philosophy); Interface (matter); World Wide Web; Multimedia; Engineering","score_opus":0.07818315871013479,"score_gpt":0.5504608168340158,"score_spread":0.472277658123881,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3014127472","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9083507,0.0010506172,0.0011154914,0.048670676,0.02021886,0.007826151,0.0000024026301,0.00047810888,0.012287007],"genre_scores_gemma":[0.9775888,0.00017724493,0.0014592799,0.0016973241,0.0069784257,0.011776796,0.00005396976,0.000033613276,0.00023458005],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99473727,0.0014908975,0.0006783938,0.0004975091,0.002102855,0.00049306743],"domain_scores_gemma":[0.9936309,0.0032839556,0.00022401512,0.00024040836,0.00038359675,0.0022371477],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004812518,0.00018643802,0.00033070357,0.00013689503,0.00057195296,0.00006874541,0.00065343024,0.0005255723,0.0047184974],"category_scores_gemma":[0.057695735,0.00018614483,0.00008238069,0.001354243,0.00035859158,0.00032784356,0.00008888343,0.0006614178,0.00031641175],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014273275,0.0017736692,0.0039484925,0.000056997156,0.000010107852,0.0000010487612,0.2926327,3.264167e-8,0.000005707526,0.0017835185,0.025065377,0.67470807],"study_design_scores_gemma":[0.00070255704,0.000635206,0.044083007,0.00024326186,0.000050805822,0.000002705588,0.2954786,0.0006011948,0.000055108987,0.0008982604,0.65682185,0.00042747147],"about_ca_topic_score_codex":0.0010472276,"about_ca_topic_score_gemma":0.000911809,"teacher_disagreement_score":0.6742806,"about_ca_system_score_codex":0.00054336555,"about_ca_system_score_gemma":0.0111545,"threshold_uncertainty_score":0.9961913},"labels":[],"label_agreement":null},{"id":"W3014258997","doi":"10.2196/15351","title":"Disseminating the Foundations of Knowledge Translation and Patient Engagement Science Through the KnowledgeNudge Blog and Twitter Profile: Quantitative Descriptive Evaluation","year":2020,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; George & Fay Yee Centre for Healthcare Innovation","funders":"Canada Research Chairs","keywords":"Social media; Knowledge translation; Descriptive statistics; Psychology; Promotion (chess); Percentile; Medicine; Medical education; Computer science; World Wide Web; Statistics; Mathematics; Knowledge management; Political science","score_opus":0.6325433333963434,"score_gpt":0.6000023632950928,"score_spread":0.032540970101250566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3014258997","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90460694,0.00380917,0.00061879854,0.08643364,0.0008523971,0.0012009565,0.0000010661076,0.00000339243,0.002473648],"genre_scores_gemma":[0.9983666,0.0004839971,0.0005660026,0.00010962839,0.00036145234,0.000098322016,5.488861e-7,0.0000046524447,0.000008805457],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9933476,0.0029185787,0.00047379397,0.0001520319,0.0028663466,0.00024165082],"domain_scores_gemma":[0.986919,0.010032439,0.00029947117,0.000080604375,0.0024275896,0.0002409197],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.021420145,0.000059778118,0.00013176577,0.00009702879,0.0006950288,0.0001097697,0.0004578803,0.00006764697,0.00020545203],"category_scores_gemma":[0.047960233,0.000034741646,0.000029308934,0.0008510083,0.0029551508,0.0003051628,0.00012156462,0.0007793367,0.0000036848678],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029743527,0.000064588006,0.0008378783,0.000032834458,0.000017360171,5.101002e-7,0.8074693,4.4721244e-7,0.00016691461,0.009533622,0.0014007911,0.180446],"study_design_scores_gemma":[0.0007296226,0.0013594024,0.017634863,0.0006667161,0.00008071698,0.0000062202366,0.9177501,0.02072524,0.0011538004,0.0053534294,0.03441578,0.00012408395],"about_ca_topic_score_codex":0.0005708659,"about_ca_topic_score_gemma":0.0003097193,"teacher_disagreement_score":0.18032192,"about_ca_system_score_codex":0.00023534404,"about_ca_system_score_gemma":0.0020946213,"threshold_uncertainty_score":0.99975824},"labels":[],"label_agreement":null},{"id":"W3014332018","doi":"10.1017/cem.2020.361","title":"The Twitter pandemic: The critical role of Twitter in the dissemination of medical information and misinformation during the COVID-19 pandemic","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":355,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Misinformation; Pandemic; Coronavirus disease 2019 (COVID-19); Content (measure theory); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Action (physics); Social media; Internet privacy; World Wide Web; Virology; Computer science; Outbreak; Computer security; Infectious disease (medical specialty)","score_opus":0.17505189976054472,"score_gpt":0.45752564366698245,"score_spread":0.28247374390643776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3014332018","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6707404,0.0015246936,0.00007136226,0.32504687,0.0019145618,0.0003640082,0.0000022436648,0.0000022693882,0.00033358403],"genre_scores_gemma":[0.99473536,0.002005607,0.0000032803528,0.002212019,0.0010146743,0.000019788433,0.0000018541217,0.00000298647,0.000004437547],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9974266,0.00048283476,0.0009234283,0.000045741504,0.00090421323,0.00021713843],"domain_scores_gemma":[0.99542075,0.0032752801,0.00047404552,0.00010408171,0.00030063646,0.00042517335],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.005911792,0.00006836705,0.00014438364,0.00009049183,0.0005400164,0.00001508396,0.0005227745,0.00009655962,0.0003554847],"category_scores_gemma":[0.045558114,0.00003143824,0.000038045393,0.0005051874,0.0007553083,0.00029620875,0.000010595812,0.00040738573,0.0000010847011],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024319193,0.0000047371805,0.26495963,0.000096046264,0.0000114212935,7.900237e-7,0.7149941,0.0000056025224,0.00003039239,0.0020505001,0.011223753,0.006598749],"study_design_scores_gemma":[0.00042063041,0.00013328262,0.31109405,0.00021593225,0.00006126692,0.000021128611,0.44517645,0.0002640408,0.0000075115854,0.0023326688,0.24018283,0.000090218426],"about_ca_topic_score_codex":0.020042721,"about_ca_topic_score_gemma":0.03501395,"teacher_disagreement_score":0.32399496,"about_ca_system_score_codex":0.00015346221,"about_ca_system_score_gemma":0.0015013164,"threshold_uncertainty_score":0.9864829},"labels":[],"label_agreement":null},{"id":"W3014673955","doi":"10.1093/asjof/ojaa011","title":"An Updated Review of Plastic Surgery-Related Hashtag Utilization on Instagram: Implications for Education and Marketing","year":2020,"lang":"en","type":"article","venue":"Aesthetic Surgery Journal Open Forum","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Popularity; Plastic surgery; Certification; Social media; Inclusion (mineral); Board certification; Medical education; Family medicine; Surgery; Continuing medical education; World Wide Web; Management; Psychology","score_opus":0.18092203875048754,"score_gpt":0.4301635407348893,"score_spread":0.2492415019844018,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3014673955","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4367603,0.007826959,0.00034556602,0.5421768,0.0069121607,0.0045585544,0.000033105618,0.00008606162,0.0013005147],"genre_scores_gemma":[0.9742154,0.016954446,0.00033231554,0.0076323925,0.00012396264,0.0004592552,0.00021803618,0.000045391494,0.000018814531],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971921,0.0009954189,0.00092531304,0.00025670064,0.00027368797,0.00035676963],"domain_scores_gemma":[0.9925251,0.00526303,0.00096354354,0.00016988155,0.0006166188,0.00046183704],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004811916,0.00013552488,0.0004409344,0.00015758663,0.0008204024,0.00016085796,0.0002994713,0.0001138451,0.00019084832],"category_scores_gemma":[0.010291089,0.00013741307,0.00013279784,0.0008375871,0.00013692772,0.00057186885,0.000026766136,0.00018180328,0.000007865001],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011667659,0.0002991044,0.117302455,0.00022399014,0.000019311228,3.454354e-7,0.0020522827,0.00000332478,0.0000072000444,0.005260846,0.15095653,0.7237579],"study_design_scores_gemma":[0.00037628954,0.00022929006,0.09761452,0.0069996384,0.00012761608,0.000073943615,0.0066357325,0.0001143947,0.000027228585,0.003582151,0.8837022,0.0005169483],"about_ca_topic_score_codex":0.00020270694,"about_ca_topic_score_gemma":0.00004061835,"teacher_disagreement_score":0.7327457,"about_ca_system_score_codex":0.00013697532,"about_ca_system_score_gemma":0.0026892584,"threshold_uncertainty_score":0.9980456},"labels":[],"label_agreement":null},{"id":"W3015138802","doi":"10.3233/jpd-191901","title":"Innovative Recruitment Strategies to Increase Diversity of Participation in Parkinson’s Disease Research: The Fox Insight Cohort Experience","year":2020,"lang":"en","type":"article","venue":"Journal of Parkinson s Disease","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":61,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital","funders":"Michael J. Fox Foundation for Parkinson's Research","keywords":"Diversity (politics); Promotion (chess); Outreach; Cohort; Medicine; Gerontology; Disease; Baseline (sea); Longitudinal study; Cohort study; Family medicine; Internal medicine","score_opus":0.42118842045284216,"score_gpt":0.49854268743302543,"score_spread":0.07735426698018327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3015138802","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97532564,0.00058890466,0.000059307822,0.020906115,0.00072613027,0.002014735,0.000019456957,0.000011667077,0.00034805993],"genre_scores_gemma":[0.9976405,0.00042110487,0.00009070396,0.0007898022,0.00055957946,0.00047959754,0.0000030689196,0.000009771278,0.000005901892],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99487305,0.0019891975,0.0007180975,0.0002542982,0.0017376366,0.00042773236],"domain_scores_gemma":[0.9952795,0.0015039421,0.000534647,0.00021088879,0.0012759967,0.001195015],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003149237,0.00012889536,0.00028335652,0.00026004078,0.0006343856,0.00008824715,0.0006030392,0.000056882836,0.00010651811],"category_scores_gemma":[0.016901063,0.00010675021,0.00008300608,0.002357318,0.0005041473,0.0006722202,0.00020063842,0.0003889911,0.000010081742],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011366506,0.00032970903,0.7847271,0.000041750107,0.000017575074,0.00004432768,0.20765787,0.00009372647,0.000034681067,0.0017683742,0.00089811947,0.0032501204],"study_design_scores_gemma":[0.00029788003,0.0001239255,0.86423135,0.00009683071,0.000030009116,7.305274e-8,0.035219125,0.000031459404,0.000039747774,0.0010215207,0.0988116,0.000096476884],"about_ca_topic_score_codex":0.0030869162,"about_ca_topic_score_gemma":0.0006362472,"teacher_disagreement_score":0.17243874,"about_ca_system_score_codex":0.0006213682,"about_ca_system_score_gemma":0.0030259944,"threshold_uncertainty_score":0.99138},"labels":[],"label_agreement":null},{"id":"W3015218191","doi":"10.1177/1055665620913176","title":"#Cleftlip/Palate: What Is the World Talking About?","year":2020,"lang":"en","type":"article","venue":"The Cleft Palate-Craniofacial Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Dentistry","score_opus":0.07043237324874356,"score_gpt":0.3609802619328443,"score_spread":0.29054788868410075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3015218191","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4966668,0.00031135802,0.000076207274,0.47024935,0.024204738,0.0016401975,0.000008166287,0.00019934423,0.0066438466],"genre_scores_gemma":[0.9581363,0.0048934123,0.000102614715,0.019151948,0.017227903,0.00007009087,0.0000020864072,0.00005718888,0.00035845907],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9953599,0.0011969967,0.0007556781,0.0003379426,0.0013436673,0.0010058407],"domain_scores_gemma":[0.99616,0.0018308,0.0005841541,0.00031381825,0.00032201927,0.0007892287],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0029948214,0.00028160072,0.0003590666,0.00008917235,0.0052227667,0.001503626,0.0014176271,0.00020308362,0.0023066187],"category_scores_gemma":[0.0022064778,0.00018933952,0.00029784493,0.001321158,0.00084355264,0.0010624449,0.00011664782,0.0016094937,0.0005415385],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000997071,0.00009777582,0.18327315,0.000043463246,0.00015694933,0.000037232996,0.62187403,0.00005905741,0.00020179394,0.008502014,0.027541252,0.15811358],"study_design_scores_gemma":[0.0005030139,0.000046045952,0.3104428,0.00017246122,0.00010727569,0.000019203964,0.04314271,0.00010489767,0.0000120900295,0.005636351,0.63942105,0.00039208762],"about_ca_topic_score_codex":0.00091603864,"about_ca_topic_score_gemma":0.0007728342,"teacher_disagreement_score":0.6118798,"about_ca_system_score_codex":0.00033335335,"about_ca_system_score_gemma":0.00088205043,"threshold_uncertainty_score":0.99953294},"labels":[],"label_agreement":null},{"id":"W3018356309","doi":"10.1080/17538068.2020.1752982","title":"Communicating the experience of chronic pain through social media: patients’ narrative practices on Instagram","year":2020,"lang":"en","type":"article","venue":"Journal of Communications In Healthcare","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"Agència de Gestió d'Ajuts Universitaris i de Recerca","keywords":"Narrative; Chronic pain; Social media; Fibromyalgia; Sample (material); Meaning (existential); Psychology; Construct (python library); Expression (computer science); Medicine; Physical therapy; Psychotherapist; Computer science","score_opus":0.3559690252546786,"score_gpt":0.5148844798408693,"score_spread":0.15891545458619066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3018356309","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5100808,0.0037423833,0.00002274302,0.48336914,0.0008752874,0.0010074835,0.000007663105,0.000017303642,0.00087717205],"genre_scores_gemma":[0.99034727,0.004904651,0.0018005848,0.0021604465,0.0006027915,0.00016402785,0.0000070662986,0.00001252165,6.4521686e-7],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9908095,0.0069349897,0.0011299594,0.00011296629,0.000737317,0.000275256],"domain_scores_gemma":[0.97550106,0.019124458,0.0034755913,0.0006462282,0.0011137604,0.00013887249],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0038315202,0.000109929686,0.00033761223,0.0000824143,0.0014392239,0.00003685004,0.002263523,0.00015009727,0.000017759387],"category_scores_gemma":[0.043842997,0.000092599556,0.000088373374,0.00111839,0.0009649488,0.00048385782,0.00016854297,0.0013289165,0.0000019534364],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039630715,0.00025809763,0.03292805,0.00005346731,0.000010084105,2.3246939e-7,0.9108704,0.0000059662552,0.000003619723,0.019207621,0.00028783435,0.036335014],"study_design_scores_gemma":[0.00071082736,0.000676583,0.051230047,0.00045696847,0.000018583609,6.0942665e-7,0.85055137,0.0001412669,0.000024074378,0.0032096265,0.09279871,0.00018134504],"about_ca_topic_score_codex":0.005659184,"about_ca_topic_score_gemma":0.013748216,"teacher_disagreement_score":0.4812087,"about_ca_system_score_codex":0.00076273433,"about_ca_system_score_gemma":0.0018837528,"threshold_uncertainty_score":0.99986076},"labels":[],"label_agreement":null},{"id":"W3019088045","doi":"10.1097/sap.0000000000002375","title":"The Impact of Social Media on Plastic Surgery Residency Applicants","year":2020,"lang":"en","type":"article","venue":"Annals of Plastic Surgery","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":68,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Social media; Medicine; Perception; Demographics; Medical education; Prospective cohort study; Position (finance); Family medicine; Psychology; Surgery; Demography; Sociology","score_opus":0.29949808591800653,"score_gpt":0.4377980601872507,"score_spread":0.13829997426924417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3019088045","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9883076,0.00021528927,0.000008203462,0.0032199444,0.0076098647,0.00024620115,0.00005783184,0.000043704924,0.0002913719],"genre_scores_gemma":[0.9966413,0.00060183945,0.000002177699,0.000076408876,0.002547259,0.00009631241,0.0000116128695,0.000020955471,0.0000021791418],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99679005,0.00062435115,0.0007941494,0.00024846688,0.00092862657,0.00061433454],"domain_scores_gemma":[0.7019529,0.29673094,0.00058394036,0.0001251463,0.00031242406,0.00029466886],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002253031,0.00016769343,0.0005768349,0.0001558837,0.00048507357,0.00002789362,0.0002683267,0.00017086619,0.00020247088],"category_scores_gemma":[0.2420299,0.00013475328,0.0004748285,0.00097215374,0.0006336401,0.00011482955,0.00002894438,0.0002136152,0.00005481931],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010209756,0.00032288622,0.61940664,0.00021288233,0.00023576537,0.000009083631,0.042445082,0.00005713636,0.0001230494,0.005361378,0.30774835,0.023056766],"study_design_scores_gemma":[0.000054044765,0.00004912912,0.9939961,0.00009729726,0.000018815714,8.861043e-8,0.002847875,0.000016180753,0.0001413968,0.0007076427,0.001918313,0.00015312283],"about_ca_topic_score_codex":0.0021548732,"about_ca_topic_score_gemma":0.00032728966,"teacher_disagreement_score":0.37458944,"about_ca_system_score_codex":0.00006561392,"about_ca_system_score_gemma":0.0029508611,"threshold_uncertainty_score":0.7643548},"labels":[],"label_agreement":null},{"id":"W3019210344","doi":"10.29375/01237047.3571","title":"Las redes sociales en la estrategia de implementación de evidencias en la práctica clínica: experiencia del Hospital Regional Universitario de Málaga, España","year":2020,"lang":"es","type":"article","venue":"Medunab","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Registered Nurses' Association of Ontario","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.10433304207806286,"score_gpt":0.4030702140145008,"score_spread":0.29873717193643795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3019210344","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9219782,0.00066912017,0.000100677156,0.069541305,0.0011076384,0.0010912422,0.000028602084,0.00017653391,0.0053067077],"genre_scores_gemma":[0.98952854,0.0017694568,0.0032713292,0.0011708955,0.003770671,0.00027925038,0.000028409278,0.0000601513,0.0001212864],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9933094,0.003219988,0.0005568758,0.0006713033,0.00092064403,0.0013217814],"domain_scores_gemma":[0.9921913,0.00590867,0.00039243535,0.00025797373,0.00021922668,0.0010304027],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0026847231,0.00038777923,0.0004851803,0.000114289935,0.0010888038,0.00031171384,0.00094666576,0.0007783536,0.0004793348],"category_scores_gemma":[0.006777471,0.0004693077,0.0002416603,0.0007922384,0.0011550253,0.0006234874,0.00019308412,0.00083584856,0.000099631725],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00010024017,0.0003028878,0.258362,0.0001519143,0.00011718918,0.0001007614,0.6321206,0.0000064921473,0.00035692911,0.09099446,0.013448635,0.003937921],"study_design_scores_gemma":[0.00089683454,0.00047745788,0.34328258,0.0002235065,0.0002971463,0.000016613923,0.41449296,0.00007910376,0.000385579,0.008524816,0.2305357,0.0007876926],"about_ca_topic_score_codex":0.01938524,"about_ca_topic_score_gemma":0.0027823257,"teacher_disagreement_score":0.21762761,"about_ca_system_score_codex":0.0038318206,"about_ca_system_score_gemma":0.018050438,"threshold_uncertainty_score":0.9999923},"labels":[],"label_agreement":null},{"id":"W3021428206","doi":"10.1002/pne2.12022","title":"“Be sweet to babies”: Use of Facebook as a method of knowledge dissemination and data collection in the reduction of neonatal pain","year":2020,"lang":"en","type":"article","venue":"Paediatric and Neonatal Pain","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Popularity; Snowball sampling; Breastfeeding; Social media; Psychology; Taboo; Medicine; Data collection; Internet privacy; Advertising; Computer science; Social psychology; World Wide Web; Pediatrics; Business; Sociology","score_opus":0.1051671889542053,"score_gpt":0.39963224301913486,"score_spread":0.29446505406492957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3021428206","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9456625,0.0038656343,0.020207085,0.022899985,0.0010745929,0.0057226983,0.00018840238,0.00004302506,0.00033607095],"genre_scores_gemma":[0.9930191,0.00078474183,0.0054555866,0.00014434475,0.00033732626,0.00015430599,0.00006630693,0.000009062174,0.000029213847],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.996668,0.002256536,0.00036739896,0.00025197287,0.00030758904,0.00014851258],"domain_scores_gemma":[0.99122417,0.008194877,0.00021373812,0.00014483453,0.00011610441,0.00010627699],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.007091105,0.00008433081,0.00020430925,0.00015504578,0.00012760349,0.000015367586,0.00019431986,0.00010389641,0.000018383424],"category_scores_gemma":[0.021230575,0.00007765585,0.00002309501,0.0012049332,0.00016195654,0.00025028942,0.00007556475,0.00011828274,5.611174e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011332636,0.00005384475,0.010581293,0.00027195917,0.000008310798,4.3235357e-7,0.2541135,0.000002840913,0.0002785597,0.00078910845,0.003882571,0.72990423],"study_design_scores_gemma":[0.0023771788,0.002829016,0.1618109,0.00044630744,0.00034001953,0.000013311101,0.50809497,0.0194654,0.0034697466,0.0037415954,0.29630807,0.0011034809],"about_ca_topic_score_codex":0.0050745285,"about_ca_topic_score_gemma":0.00083563477,"teacher_disagreement_score":0.7288008,"about_ca_system_score_codex":0.000042321226,"about_ca_system_score_gemma":0.0002601588,"threshold_uncertainty_score":0.987014},"labels":[],"label_agreement":null},{"id":"W3022298866","doi":"10.2196/18043","title":"Association of Social Media Use and High-Risk Behaviors in Adolescents: Cross-Sectional Study","year":2020,"lang":"en","type":"article","venue":"JMIR Pediatrics and Parenting","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Social media; Cross-sectional study; Harm; Association (psychology); Psychology; Medicine; Social support; Demography; Clinical psychology; Social psychology; Computer science","score_opus":0.08796453397413816,"score_gpt":0.39041915028678786,"score_spread":0.3024546163126497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3022298866","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.997767,0.000053973734,0.0000018018458,0.00023276308,0.0012321181,0.0006520427,0.000029274152,0.000022311066,0.000008734259],"genre_scores_gemma":[0.9978391,0.00014443147,0.000028094015,0.000021548969,0.0018591383,0.00008611288,0.000009824303,0.000008282943,0.0000034483269],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983536,0.00030966895,0.0003972849,0.00021663433,0.000492241,0.00023054877],"domain_scores_gemma":[0.9982041,0.0010251374,0.00043942264,0.00003200901,0.00017813304,0.00012115635],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011217681,0.000076498436,0.00016012663,0.00009201995,0.0004203573,0.00013050626,0.000067926405,0.00015303084,0.000014876164],"category_scores_gemma":[0.00599337,0.000091316906,0.00002468478,0.0005250635,0.000057851517,0.00025569223,0.000041766598,0.00024082763,0.0000013612322],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009778881,0.0001113721,0.9282434,0.000036276124,0.0000027246917,3.9667106e-7,0.07036305,7.6635956e-7,0.0000016098359,0.000051755414,0.000038602804,0.0011402472],"study_design_scores_gemma":[0.00042006036,0.000027701732,0.9935001,0.0000048595966,0.000024995545,1.9173704e-8,0.005799495,0.000008980824,5.145845e-7,0.00004180988,0.00009287931,0.00007859667],"about_ca_topic_score_codex":0.006192777,"about_ca_topic_score_gemma":0.004928386,"teacher_disagreement_score":0.06525667,"about_ca_system_score_codex":0.00012558271,"about_ca_system_score_gemma":0.0001334973,"threshold_uncertainty_score":0.93616676},"labels":[],"label_agreement":null},{"id":"W3023737659","doi":"10.2196/16392","title":"A Peer-Led Social Media Intervention to Improve Interest in Research Careers Among Urban Youth: Mixed Methods Study","year":2020,"lang":"en","type":"article","venue":"JMIR Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of General Medical Sciences","keywords":"Social media; Psychology; Likert scale; Medical education; Entertainment; Intervention (counseling); Applied psychology; Medicine; Political science","score_opus":0.3267062213877011,"score_gpt":0.5858477360225363,"score_spread":0.25914151463483515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3023737659","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9084567,0.000049304013,0.000063437896,0.07517976,0.011814332,0.0037369402,0.0000045435495,0.00009458288,0.0006004074],"genre_scores_gemma":[0.987533,0.000005190679,0.00041078374,0.0005574807,0.0065192007,0.004808301,0.000055042452,0.000030493084,0.00008050468],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.989965,0.0057990574,0.0007688783,0.00062514265,0.0021435514,0.00069835037],"domain_scores_gemma":[0.9940338,0.0030570095,0.00019717027,0.00022146733,0.0010731935,0.0014173456],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.013539939,0.00016954288,0.00035175923,0.00043996735,0.00047309935,0.0001345126,0.0007490593,0.00040942003,0.0005163005],"category_scores_gemma":[0.14700659,0.00018614225,0.00009732486,0.0024840885,0.00043922002,0.00028328385,0.00017071549,0.0011655157,0.0000877204],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048520564,0.00087883644,0.022704642,0.000038158112,0.000008041373,0.0000010245438,0.6983614,3.6197665e-8,0.0000147739065,0.00058132166,0.010872601,0.26649067],"study_design_scores_gemma":[0.00054970226,0.00021434641,0.2670882,0.000100711964,0.0000139459935,5.7548654e-8,0.72412014,0.000021711743,0.000018324496,0.0003261451,0.0073892307,0.0001574698],"about_ca_topic_score_codex":0.020751314,"about_ca_topic_score_gemma":0.048593633,"teacher_disagreement_score":0.2663332,"about_ca_system_score_codex":0.0014486487,"about_ca_system_score_gemma":0.0038254035,"threshold_uncertainty_score":0.98576957},"labels":[],"label_agreement":null},{"id":"W3024046832","doi":"10.1016/j.jsxm.2020.04.005","title":"Efficiency and Cost: E-Recruitment Is a Promising Method in Gynecological Trials","year":2020,"lang":"en","type":"article","venue":"The Journal of Sexual Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Victoria Hospital; Jewish General Hospital; Centre Hospitalier de l’Université de Montréal; Institut Universitaire de Gériatrie de Montréal; Royal Victoria Regional Health Centre; Université de Montréal; Centre for Interdisciplinary Research in Rehabilitation; McGill University Health Centre; Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Randomized controlled trial; Physical therapy; Patient recruitment; Family medicine; Internal medicine","score_opus":0.6489094073307409,"score_gpt":0.5694711615533053,"score_spread":0.07943824577743552,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3024046832","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6718224,0.0018582414,0.0011278306,0.3205278,0.00200558,0.0021953671,7.645993e-7,0.000009614025,0.0004524025],"genre_scores_gemma":[0.9855362,0.00113595,0.0015911128,0.0071773655,0.0044659707,0.00006508435,3.0377976e-7,0.00000861577,0.000019352803],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9957931,0.0025388796,0.00078283384,0.00009543803,0.0005673454,0.00022237691],"domain_scores_gemma":[0.98525333,0.013633268,0.00057888887,0.000056208264,0.00013035625,0.0003479649],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.019935397,0.00007751382,0.00048926414,0.00007194159,0.00019165767,0.000011369037,0.00021403386,0.000078638805,0.00031242386],"category_scores_gemma":[0.06692501,0.000042667452,0.000010878161,0.00045432997,0.00031148203,0.000080360864,0.000021950409,0.00035165483,0.0000026191608],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002923184,0.00010877639,0.0029973255,0.000053823787,0.00002706129,0.000009700729,0.7062246,0.000013695907,0.00373363,0.00051147357,0.0031454838,0.28288206],"study_design_scores_gemma":[0.012295598,0.02182528,0.08000416,0.00087627035,0.00097376085,0.000090170244,0.6728234,0.00087963906,0.0007647572,0.0078091584,0.20106499,0.0005927827],"about_ca_topic_score_codex":0.00073407055,"about_ca_topic_score_gemma":0.000088389796,"teacher_disagreement_score":0.31371382,"about_ca_system_score_codex":0.00016409325,"about_ca_system_score_gemma":0.00046197628,"threshold_uncertainty_score":0.94093466},"labels":[],"label_agreement":null},{"id":"W3024871347","doi":"10.2196/15623","title":"Insights From Twitter Conversations on Lupus and Reproductive Health: Protocol for a Content Analysis","year":2020,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences","keywords":"Reproductive health; Social media; Social media analytics; Systemic lupus erythematosus; Misinformation; Population; Descriptive statistics; Medicine; Analytics; Public health; Health care; Internet privacy; Computer science; Disease; Data science; World Wide Web; Nursing; Environmental health; Pathology","score_opus":0.7812413687235711,"score_gpt":0.6567425681264537,"score_spread":0.12449880059711738,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3024871347","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013458269,0.0000012847848,0.000076735945,0.083605275,0.00003520627,0.91445047,0.00002536209,0.000067863606,0.0003919584],"genre_scores_gemma":[0.0024567912,3.4070183e-7,0.00053549465,0.0011649897,0.0014733874,0.99422246,0.000016830503,0.00001720129,0.00011252418],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9957426,0.001660898,0.00039998637,0.0007107032,0.0009608175,0.0005249749],"domain_scores_gemma":[0.9953731,0.0026955826,0.00020450928,0.00032569346,0.0007924058,0.0006087282],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013424879,0.00012166669,0.00031633666,0.00024213005,0.0011510755,0.00018133639,0.00027501376,0.00012673115,0.00015595366],"category_scores_gemma":[0.0064024082,0.00011148443,0.000082705206,0.0015404257,0.00048792455,0.00021315589,0.000061368715,0.0004157759,0.000043185348],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0037376243,0.0015031109,0.09523178,0.0012546869,0.0003802663,0.0000040785812,0.7215082,0.0000059756467,0.00044651498,0.0262967,0.12774667,0.02188441],"study_design_scores_gemma":[0.0018619257,0.0015143533,0.02766076,0.00034467477,0.000006177865,3.720071e-8,0.016763778,0.00006801522,0.00022087496,0.0033981916,0.94799954,0.00016164585],"about_ca_topic_score_codex":0.0053418614,"about_ca_topic_score_gemma":0.0013377499,"teacher_disagreement_score":0.8202529,"about_ca_system_score_codex":0.00041186987,"about_ca_system_score_gemma":0.0013431673,"threshold_uncertainty_score":0.88532585},"labels":[],"label_agreement":null},{"id":"W3025464847","doi":"10.2196/15121","title":"Considerations for Health Researchers Using Social Media for Knowledge Translation: Multiple Case Study","year":2020,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University; Children's Hospital Research Institute of Manitoba; University of Manitoba; Izaak Walton Killam Health Centre; Dalhousie University; Mount Royal University; University of Calgary; Cochrane; University of Alberta","funders":"Canadian Institutes of Health Research; Alberta Innovates","keywords":"Social media; Knowledge translation; Variety (cybernetics); Knowledge management; Set (abstract data type); Computer science; Knowledge sharing; Public relations; Data science; World Wide Web; Political science","score_opus":0.8849905527074614,"score_gpt":0.6766487408383061,"score_spread":0.20834181186915535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3025464847","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.644417,0.0011718634,0.0062167267,0.33973387,0.0032578676,0.005056339,0.00002400067,0.00002527479,0.00009709117],"genre_scores_gemma":[0.9867201,0.00007893222,0.0031827178,0.00036300079,0.009347141,0.0002725261,0.000002325835,0.00002191187,0.000011361605],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9925033,0.003076152,0.0009158757,0.00022355226,0.002605637,0.0006754819],"domain_scores_gemma":[0.91735554,0.0773347,0.000346554,0.00009665248,0.003052641,0.0018139303],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.027020378,0.00009122557,0.00037875454,0.00026679877,0.0011624754,0.00015804119,0.00043589436,0.0002328257,0.00036802137],"category_scores_gemma":[0.18960707,0.00008603743,0.00015013134,0.00059716,0.00060796173,0.00020932469,0.000049354727,0.0011146219,0.000004207769],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002689642,0.00056023564,0.00095558964,0.00017286156,0.00007221113,0.00013035808,0.89479667,0.0000018749078,0.000009040772,0.0013283046,0.04504807,0.0566558],"study_design_scores_gemma":[0.005945417,0.0024294185,0.00029025972,0.00021616685,0.000043937205,0.00013951592,0.83980024,0.0136523275,0.000029995403,0.0024946742,0.13474855,0.00020950314],"about_ca_topic_score_codex":0.0041002426,"about_ca_topic_score_gemma":0.025769504,"teacher_disagreement_score":0.34230313,"about_ca_system_score_codex":0.00071588525,"about_ca_system_score_gemma":0.010283165,"threshold_uncertainty_score":0.9953276},"labels":[],"label_agreement":null},{"id":"W3025615098","doi":"10.2196/19300","title":"Email Use Reconsidered in Health Professions Education: Viewpoint","year":2020,"lang":"en","type":"article","venue":"JMIR Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Health professions; Health care; Medical education; Internet privacy; Medicine; Psychology; Public relations; Computer science; Political science","score_opus":0.17321023912517328,"score_gpt":0.5029404513584025,"score_spread":0.3297302122332292,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3025615098","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17820458,0.0007674206,0.00002792887,0.8046147,0.010760508,0.0032454736,0.0000017254675,0.00013364549,0.0022439787],"genre_scores_gemma":[0.85087824,0.001643394,0.0030208963,0.12635382,0.00815671,0.00890886,0.00011578119,0.000046798436,0.0008755004],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963158,0.0012199824,0.00074610434,0.00038805977,0.0008607767,0.00046931513],"domain_scores_gemma":[0.996454,0.0011731449,0.00031773577,0.00021693653,0.00024730092,0.0015909063],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014944567,0.00013129516,0.0002686574,0.00014882094,0.0004526945,0.000062102925,0.0002852083,0.0002824408,0.0024638067],"category_scores_gemma":[0.035208166,0.00013970362,0.00005073685,0.0012044086,0.00022294164,0.00043460075,0.000032615062,0.00058459287,0.00022292185],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019562694,0.0013863515,0.045980718,0.0003033094,0.0000043971,6.2212075e-7,0.29654402,2.613316e-7,0.0000027182205,0.029990828,0.17872956,0.44703764],"study_design_scores_gemma":[0.000271774,0.000062840496,0.113059215,0.00080813665,0.000004053124,0.0000016606617,0.06940056,0.000030243134,0.0000029214239,0.003546192,0.8125995,0.00021294778],"about_ca_topic_score_codex":0.0142289745,"about_ca_topic_score_gemma":0.0060870457,"teacher_disagreement_score":0.6782609,"about_ca_system_score_codex":0.00086557143,"about_ca_system_score_gemma":0.054951616,"threshold_uncertainty_score":0.9984481},"labels":[],"label_agreement":null},{"id":"W3025709713","doi":"10.2196/16800","title":"Message Appeals on an Instagram Account Promoting Seat Belt Use That Attract Adolescents and Young Adults: Elaboration-Likelihood Perspective Study","year":2020,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Appeal; Social media; Psychology; Appeal to emotion; Perspective (graphical); Thematic analysis; Promotion (chess); Advertising; Social psychology; Elaboration likelihood model; Health communication; Intervention (counseling); Population; Medicine; Political science; Sociology; Qualitative research; Communication; Computer science; Persuasion; Psychiatry; Environmental health","score_opus":0.17967922199084982,"score_gpt":0.4907172762097239,"score_spread":0.3110380542188741,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3025709713","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.986134,0.000059732512,0.00000638571,0.005185325,0.00050566223,0.0069831256,0.000034892728,0.000115826275,0.00097507285],"genre_scores_gemma":[0.99744093,0.00012836096,0.00003995822,0.0001773778,0.0006453337,0.0015092877,0.000021343281,0.000028385746,0.000009016366],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99347305,0.0026759957,0.00035107482,0.00052636996,0.0021160075,0.00085748313],"domain_scores_gemma":[0.9964954,0.0009545415,0.00020053457,0.00022580649,0.0014649221,0.0006587846],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0034745082,0.0001952021,0.00026629062,0.0002250646,0.0020192403,0.00062256935,0.0003855217,0.00016232379,0.00003312724],"category_scores_gemma":[0.0048099547,0.0001850993,0.00003563938,0.001342455,0.0003621522,0.0024603517,0.00012648781,0.0010404522,0.00006546007],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001591925,0.000865756,0.2055166,0.00010338739,0.000016337803,0.000003630017,0.78205067,3.2243608e-7,0.000014406754,0.000618106,0.00020516057,0.010446438],"study_design_scores_gemma":[0.00062888575,0.0010911291,0.44032657,0.00018710764,0.000004989389,2.1781857e-7,0.55690926,0.00012673954,0.000039848936,0.00015049877,0.00038677306,0.00014796719],"about_ca_topic_score_codex":0.0124027515,"about_ca_topic_score_gemma":0.007305296,"teacher_disagreement_score":0.23480996,"about_ca_system_score_codex":0.0011921779,"about_ca_system_score_gemma":0.00080842845,"threshold_uncertainty_score":0.99928},"labels":[],"label_agreement":null},{"id":"W3027249215","doi":"10.1007/s00268-020-05553-8","title":"Identifying New Frontiers for Social Media Engagement in Global Surgery: An Observational Study","year":2020,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Observational study; Abdominal surgery; Cardiothoracic surgery; Vascular surgery; Cardiac surgery; Medicine; Social media; General surgery; Surgery; Political science; Internal medicine; Law","score_opus":0.6673793355520187,"score_gpt":0.4806877490390643,"score_spread":0.18669158651295437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3027249215","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94334155,0.00046477656,0.00043642943,0.03514026,0.019881666,0.0006471066,0.0000075364856,0.000024395118,0.000056267225],"genre_scores_gemma":[0.98744106,0.0000845274,0.0016488176,0.00066751655,0.010069421,0.000054041826,0.000009790254,0.000014618266,0.000010232025],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99665266,0.0008872008,0.0009780918,0.00017697009,0.00091437297,0.0003906724],"domain_scores_gemma":[0.9902074,0.008241865,0.000731694,0.000057715904,0.0003028432,0.00045853094],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0065173395,0.00011244328,0.0005057537,0.00027598138,0.00042700663,0.00010331727,0.00022792742,0.00006302406,0.000105814885],"category_scores_gemma":[0.015770702,0.000127103,0.00021015281,0.0013799978,0.00007357756,0.0006919793,0.00001924282,0.0002580673,0.0000027495414],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000114753355,0.00015934942,0.82252365,0.000016906288,0.00002926081,0.00000990556,0.066004306,0.000004352474,0.0000016781433,0.00042999664,0.07243444,0.03827137],"study_design_scores_gemma":[0.00032453256,0.00001735289,0.91601163,0.000040681076,0.00003444679,2.9635558e-7,0.045379106,0.000006358714,0.0000017186026,0.0022461223,0.035804816,0.00013292598],"about_ca_topic_score_codex":0.00082907575,"about_ca_topic_score_gemma":0.0051104045,"teacher_disagreement_score":0.09348796,"about_ca_system_score_codex":0.0006464284,"about_ca_system_score_gemma":0.0034470311,"threshold_uncertainty_score":0.99251986},"labels":[],"label_agreement":null},{"id":"W3028856811","doi":"10.1016/j.afjem.2020.04.005","title":"Social media and the modern scientist: a research primer for low- and middle-income countries","year":2020,"lang":"en","type":"article","venue":"African Journal of Emergency Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan; Royal College of Physicians and Surgeons of Canada; McMaster University","funders":"Physicians' Services Incorporated Foundation","keywords":"Social media; Medicine; Public relations; Knowledge translation; Information Dissemination; Key (lock); Political science; Knowledge management; World Wide Web","score_opus":0.3141405240848414,"score_gpt":0.48261512109004656,"score_spread":0.16847459700520517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3028856811","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5335844,0.009410906,0.00013433468,0.44671023,0.007471351,0.0012058177,0.000006524363,0.00001283615,0.001463562],"genre_scores_gemma":[0.9882512,0.0029324763,0.0001367635,0.00017987625,0.00837296,0.00006170999,6.16929e-7,0.000011690545,0.000052709267],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9971432,0.000595965,0.0006079869,0.00015673052,0.0011246497,0.0003714738],"domain_scores_gemma":[0.9933465,0.004666108,0.0003894391,0.000064368,0.0011256255,0.0004079601],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.007452245,0.00008767946,0.00033504821,0.00012986844,0.0011301892,0.000018586748,0.00029831505,0.00006757075,0.00019524974],"category_scores_gemma":[0.02810698,0.000057862504,0.00004965731,0.0007344383,0.0024724042,0.00016008849,0.000037052603,0.00031386229,0.0000014455322],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004414665,0.00002148362,0.0056794276,0.00024617402,0.00004453986,0.0000020691302,0.9509187,1.7847287e-7,0.00003063903,0.030433796,0.01007902,0.0021025387],"study_design_scores_gemma":[0.0119545655,0.0017930543,0.05986789,0.0013743679,0.00057687017,0.0000134781985,0.4045741,0.00042146255,0.000048900423,0.23051935,0.28823143,0.0006245262],"about_ca_topic_score_codex":0.00043795517,"about_ca_topic_score_gemma":0.00028873948,"teacher_disagreement_score":0.5463446,"about_ca_system_score_codex":0.00007562744,"about_ca_system_score_gemma":0.0005665698,"threshold_uncertainty_score":0.9800797},"labels":[],"label_agreement":null},{"id":"W3029400833","doi":"10.1200/jco.2020.38.15_suppl.e14044","title":"Utilization of online crowdfunding for alternative cancer treatments at home and abroad.","year":2020,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Breast cancer; Cancer; Colorectal cancer; Radiation therapy; Lung cancer; Internal medicine; Family medicine; Surgery","score_opus":0.6368555001257248,"score_gpt":0.6626320944973884,"score_spread":0.025776594371663575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3029400833","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96278185,0.0006276383,0.0001531999,0.03105272,0.0047991103,0.0003921974,0.00001631591,0.0000038333233,0.00017310998],"genre_scores_gemma":[0.9850062,0.006119489,0.0029331506,0.0011465099,0.0047105355,0.000026693386,0.0000026924793,0.000007672851,0.000047027326],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99806654,0.0004242857,0.001052241,0.00010281693,0.00021915014,0.00013493569],"domain_scores_gemma":[0.9900338,0.007524553,0.0016968315,0.000029967585,0.0004217521,0.00029306122],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0014776742,0.00005173734,0.00052816956,0.0000399282,0.00010717743,0.000004710722,0.00011100473,0.00018430446,0.00008198215],"category_scores_gemma":[0.017046202,0.00004393309,0.000109415814,0.00013242917,0.000248418,0.000115946415,0.000020532045,0.00016090139,7.9762754e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011275163,0.00055941823,0.41273084,0.000051191088,0.00016805646,0.0000040935056,0.025734793,0.000023387218,0.000055913406,0.0011116898,0.001517116,0.556916],"study_design_scores_gemma":[0.0061286315,0.007229674,0.6503819,0.000111931215,0.00034725774,0.0000020651746,0.005365043,0.0005066671,0.0001672738,0.0032406198,0.32637477,0.00014412237],"about_ca_topic_score_codex":0.0005737709,"about_ca_topic_score_gemma":0.0011303866,"teacher_disagreement_score":0.5567719,"about_ca_system_score_codex":0.00032807374,"about_ca_system_score_gemma":0.0015714349,"threshold_uncertainty_score":0.99123365},"labels":[],"label_agreement":null},{"id":"W3030589008","doi":"10.1016/j.jval.2020.03.011","title":"Let’s Make Sure We Are Doing Authorship Right","year":2020,"lang":"en","type":"editorial","venue":"Value in Health","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"History; Computer science","score_opus":0.14263317791247473,"score_gpt":0.42021720386083117,"score_spread":0.2775840259483564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3030589008","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00039277182,0.0050013084,0.000008001274,0.10234401,0.88766146,0.0024251468,0.00011570496,0.00024220096,0.0018094181],"genre_scores_gemma":[0.0027721624,0.0077906246,0.00087988324,0.0005529168,0.98681974,0.00065124367,0.00015604531,0.00010359717,0.00027376396],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98932993,0.004684895,0.0012449356,0.000916389,0.0023760393,0.0014477869],"domain_scores_gemma":[0.9824687,0.014507657,0.0012873941,0.00042677837,0.00023416903,0.0010752617],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.006228295,0.00039322407,0.001003427,0.00035483282,0.0010407768,0.00015691179,0.0008350583,0.002056896,0.00013574307],"category_scores_gemma":[0.031288546,0.00045296617,0.00015213434,0.0016440959,0.000256399,0.00013817399,0.00007268931,0.0032756755,0.00016979208],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022549064,0.00006474806,0.001675345,0.0020367708,0.00000949414,0.00001877609,0.09709634,0.0000234794,1.2185032e-7,0.0025547894,0.889434,0.007063588],"study_design_scores_gemma":[0.00023623942,0.000071768314,0.00048196316,0.0016670064,0.000010948665,1.5737481e-7,0.0038634064,0.000013709062,5.1223833e-7,0.0022248595,0.99107945,0.00034995863],"about_ca_topic_score_codex":0.16669479,"about_ca_topic_score_gemma":0.03311158,"teacher_disagreement_score":0.1335832,"about_ca_system_score_codex":0.0031428516,"about_ca_system_score_gemma":0.017487545,"threshold_uncertainty_score":0.9997922},"labels":[],"label_agreement":null},{"id":"W3031705298","doi":"10.17613/9nwf-j232","title":"From Feminist Participatory Co-Design to Research-Creation: Developing a Digital Fiction for Body Image Bibliotherapy","year":2020,"lang":"en","type":"article","venue":"Humanities Commons CORE (Modern Language Association / Columbia University)","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Bibliotherapy; Citizen journalism; Participatory design; Feminism; Sociology; Computer science; Multimedia; Visual arts; Psychology; Gender studies; Aesthetics; Art; World Wide Web; Psychotherapist; Engineering","score_opus":0.3136874836745013,"score_gpt":0.4162999144649019,"score_spread":0.10261243079040061,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3031705298","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8562796,0.00015332918,0.05056113,0.019515978,0.0020773706,0.008107683,0.0016865268,0.0011112939,0.060507096],"genre_scores_gemma":[0.99160385,0.00004082195,0.0017130494,0.0010240503,0.0018811442,0.00020647734,0.00037030858,0.00004784224,0.0031124647],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99740976,0.0006415899,0.00026916582,0.00037763655,0.0007364069,0.0005654383],"domain_scores_gemma":[0.99413294,0.004468357,0.00025757504,0.00018235965,0.0006885476,0.00027022138],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009370378,0.00013053034,0.0002565423,0.00044821476,0.0023448635,0.0008907611,0.00043018247,0.00020222725,0.0003826247],"category_scores_gemma":[0.003689372,0.00021827688,0.00008712597,0.0015855341,0.00022427806,0.0006895125,0.000060496328,0.00025956606,0.00005523569],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030878483,0.00019261068,0.048868764,0.00005272587,0.00017798076,0.000026682992,0.79413015,0.000011759272,0.0006157915,0.0097354865,0.1384496,0.0074296575],"study_design_scores_gemma":[0.0012026766,0.00032292656,0.011771411,0.00008575899,0.000065743654,1.7394e-7,0.23583086,0.00044737675,0.0001707859,0.0018199695,0.7477338,0.0005485299],"about_ca_topic_score_codex":0.013910036,"about_ca_topic_score_gemma":0.02032151,"teacher_disagreement_score":0.6092842,"about_ca_system_score_codex":0.0027626492,"about_ca_system_score_gemma":0.0009699065,"threshold_uncertainty_score":0.99895394},"labels":[],"label_agreement":null},{"id":"W3031862419","doi":"10.1200/jco.2020.38.15_suppl.e14101","title":"Use of Twitter among cancer clinicians and researchers and the associations with scientific impact of its users and followers.","year":2020,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Social media; Directory; Medicine; Citation; Altmetrics; Internet privacy; World Wide Web; Computer science","score_opus":0.6652436969074669,"score_gpt":0.6280295989480383,"score_spread":0.03721409795942854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3031862419","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95127183,0.00049487717,0.0000033616004,0.046909917,0.0008435569,0.00038197546,0.0000070742703,0.000001942621,0.00008546122],"genre_scores_gemma":[0.99581575,0.0029013115,0.00027315092,0.0004920741,0.00048027068,0.000008498871,2.4698727e-7,0.000005419077,0.000023259583],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99656403,0.0016595457,0.0010302166,0.00012759356,0.0004359188,0.00018267833],"domain_scores_gemma":[0.97388613,0.023074366,0.0018351807,0.00006233542,0.00074796,0.00039405338],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.008858547,0.000057073514,0.000631564,0.00006314156,0.00019928168,0.000040240015,0.00012865018,0.00020626943,0.000022168426],"category_scores_gemma":[0.052509826,0.000034621964,0.000118709104,0.00034957123,0.0031609684,0.0002695029,0.000034412446,0.00053689134,2.1176743e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00062104384,0.00007334527,0.9543012,0.000013367208,0.0001391284,0.0000019309896,0.030724281,0.0000075315575,0.000008494007,0.0001227467,0.0012902083,0.012696724],"study_design_scores_gemma":[0.0017615709,0.0013334394,0.98614866,0.000045499313,0.00012505508,4.857687e-7,0.00554806,0.000059830727,0.000002799152,0.00014837626,0.0047875475,0.00003867851],"about_ca_topic_score_codex":0.0036929734,"about_ca_topic_score_gemma":0.004539234,"teacher_disagreement_score":0.046417844,"about_ca_system_score_codex":0.0001158038,"about_ca_system_score_gemma":0.0035893822,"threshold_uncertainty_score":0.99955183},"labels":[],"label_agreement":null},{"id":"W3032311784","doi":"10.2196/17969","title":"Twitter-Derived Social Neighborhood Characteristics and Individual-Level Cardiometabolic Outcomes: Cross-Sectional Study in a Nationally Representative Sample","year":2020,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; U.S. National Library of Medicine; National Institute of Environmental Health Sciences; Centers for Disease Control and Prevention","keywords":"Social media; National Health and Nutrition Examination Survey; Environmental health; Happiness; Cross-sectional study; Public health; Zip code; Sample (material); Obesity; Medicine; Gerontology; Demography; Geography; Psychology; Population; Computer science; World Wide Web; Social psychology","score_opus":0.26813575723485317,"score_gpt":0.4506947103118517,"score_spread":0.18255895307699854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3032311784","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95967436,0.00012263538,0.000080155296,0.036801063,0.00080307917,0.002092362,0.00023404288,0.000063613974,0.00012871194],"genre_scores_gemma":[0.99385154,0.0001282521,0.0001311604,0.0038115198,0.0010280447,0.000903413,0.00012030271,0.000015779991,0.000009994712],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99607265,0.0013573054,0.000666226,0.0005042165,0.0007889464,0.00061065046],"domain_scores_gemma":[0.9962893,0.0022608403,0.00032854365,0.0000959266,0.0002975757,0.00072778173],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0029225359,0.00016535232,0.0005010498,0.00018161273,0.00092211174,0.00032027563,0.00018375531,0.0001355508,0.00003473818],"category_scores_gemma":[0.010330364,0.0001783769,0.000039638708,0.0009508206,0.0002800086,0.00031525554,0.00008266497,0.0003228108,0.0000037122497],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018934967,0.00010744177,0.8444325,0.000039862505,0.000021380829,8.925445e-7,0.14973098,6.215912e-8,4.4463488e-7,0.00057969353,0.000113349946,0.004954504],"study_design_scores_gemma":[0.0008792277,0.00008606737,0.9774353,0.0000015447162,5.412668e-7,4.085423e-7,0.015909368,0.000010705505,1.838728e-8,0.00013089582,0.005399583,0.00014636063],"about_ca_topic_score_codex":0.0045331656,"about_ca_topic_score_gemma":0.0023822875,"teacher_disagreement_score":0.1338216,"about_ca_system_score_codex":0.0002276958,"about_ca_system_score_gemma":0.0023317013,"threshold_uncertainty_score":0.99800605},"labels":[],"label_agreement":null},{"id":"W3032548481","doi":"10.1007/s40037-020-00589-x","title":"Evaluating the reliability of gestalt quality ratings of medical education podcasts: A&amp;nbsp;METRIQ study","year":2020,"lang":"en","type":"article","venue":"Perspectives on Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; University of Saskatchewan","funders":"","keywords":"Likert scale; Quality (philosophy); Medical education; Reliability (semiconductor); Gestalt psychology; Psychology; Medicine; Applied psychology","score_opus":0.24660450872067233,"score_gpt":0.5819969445789384,"score_spread":0.33539243585826606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3032548481","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8389314,0.00049361034,0.000089345594,0.1538383,0.002891839,0.0021468098,0.000002944092,0.000050358,0.0015553838],"genre_scores_gemma":[0.99397945,0.00026403577,0.00081344094,0.0016531394,0.0025696356,0.00065405667,0.000013099609,0.000018156095,0.00003498135],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9889504,0.0038850878,0.0011370649,0.00060027716,0.005098983,0.00032820797],"domain_scores_gemma":[0.98485434,0.009583864,0.001280536,0.0007217158,0.0024002166,0.0011593302],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.014329497,0.0001771527,0.00043008145,0.00014000967,0.00047722599,0.000035288995,0.0008572638,0.00029440114,0.0019102532],"category_scores_gemma":[0.44380695,0.00014596146,0.000121569086,0.0016893101,0.0011173356,0.00019882101,0.000078664474,0.0007767747,0.000022389631],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012872784,0.0060666967,0.054281387,0.00017565278,0.00002534174,7.685207e-8,0.795644,0.0000043049085,0.00003517662,0.02369458,0.0013026905,0.11864136],"study_design_scores_gemma":[0.00049705396,0.00074141973,0.16100694,0.00021957418,0.000055181456,4.7882315e-7,0.83268356,0.00017542153,0.000027739694,0.0019806237,0.0024255686,0.00018641903],"about_ca_topic_score_codex":0.026565662,"about_ca_topic_score_gemma":0.0012991487,"teacher_disagreement_score":0.42947742,"about_ca_system_score_codex":0.00070500735,"about_ca_system_score_gemma":0.024886018,"threshold_uncertainty_score":0.99900216},"labels":[],"label_agreement":null},{"id":"W3032927822","doi":"10.1007/s13721-020-00241-y","title":"Using Twitter for diabetes community analysis","year":2020,"lang":"en","type":"article","venue":"Network Modeling Analysis in Health Informatics and Bioinformatics","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brandon University; Lakehead University","funders":"Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Categorization; Social media; Computer science; Hash function; Data science; World Wide Web; Artificial intelligence","score_opus":0.312506715853076,"score_gpt":0.43121157757602024,"score_spread":0.11870486172294425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3032927822","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4363175,0.00023785523,0.55729675,0.0039685285,0.00036152435,0.0014523751,0.000031126576,0.00008466145,0.00024967748],"genre_scores_gemma":[0.74523866,0.0007036705,0.24572468,0.0075941645,0.00042411103,0.000112923226,0.00018847482,0.000012040211,0.0000012732598],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99599344,0.00037966433,0.0022345074,0.000103410675,0.00045093283,0.00083807064],"domain_scores_gemma":[0.9965258,0.0015637343,0.00088624534,0.00026027233,0.0002536796,0.0005102173],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.006247885,0.00019506687,0.0008462347,0.0005764776,0.0015924941,0.00018840845,0.00029154788,0.00019565022,0.000012712228],"category_scores_gemma":[0.001480347,0.00019852295,0.00024280314,0.005420753,0.00009741685,0.000445655,0.000075779484,0.00047201396,0.000002463213],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007994223,0.000018078987,0.069541976,0.00059881195,0.0004022417,1.73793e-8,0.14866987,0.77566713,2.4962887e-8,0.0002802959,0.000094407704,0.004719164],"study_design_scores_gemma":[0.00017474803,0.00004932734,0.00031916285,0.00005098325,0.00070872606,2.6944443e-8,0.024927914,0.97192013,1.2019026e-7,0.0002615518,0.001400346,0.00018698498],"about_ca_topic_score_codex":0.0038599605,"about_ca_topic_score_gemma":0.0020451702,"teacher_disagreement_score":0.31157207,"about_ca_system_score_codex":0.00028273,"about_ca_system_score_gemma":0.00047132318,"threshold_uncertainty_score":0.9997073},"labels":[],"label_agreement":null},{"id":"W3033210349","doi":"10.34197/ats-scholar.2020-0014ps","title":"A Short History of Free Open Access Medical Education. The Past, Present, and Future","year":2020,"lang":"en","type":"article","venue":"ATS Scholar","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":89,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan; McMaster University","funders":"","keywords":"Section (typography); History; Business; Advertising","score_opus":0.18560360360547642,"score_gpt":0.4654930045485262,"score_spread":0.2798894009430498,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3033210349","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2538876,0.0068193604,0.0000039742695,0.70480597,0.007406755,0.0016359645,0.0000034972138,0.000034765955,0.02540213],"genre_scores_gemma":[0.91855425,0.0033095516,0.0007798701,0.024151687,0.050985243,0.001403175,0.000015933538,0.000039090344,0.00076121703],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984809,0.00042847468,0.00018420865,0.00017990403,0.00057121005,0.00015529814],"domain_scores_gemma":[0.9987308,0.0004504895,0.000083416235,0.00022216901,0.00015509348,0.00035805177],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011866955,0.000058529018,0.00011845563,0.000020732557,0.00031318556,0.00012736407,0.0017941539,0.000119915545,0.00061887555],"category_scores_gemma":[0.0042846007,0.00004745451,0.000021650012,0.00026180764,0.0003029636,0.0008435127,0.00040325624,0.00035139365,0.000007707008],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012055957,0.00008086025,0.10409843,0.000041875264,0.00001148812,5.430772e-7,0.07435197,5.527966e-8,0.0000053876443,0.006472986,0.6689341,0.14599024],"study_design_scores_gemma":[0.000070093745,0.000010664176,0.11284164,0.000011735292,0.000010557925,2.4037627e-7,0.005844973,0.0000025144527,0.0000029542389,0.0006303528,0.880528,0.000046297995],"about_ca_topic_score_codex":0.005631089,"about_ca_topic_score_gemma":0.00041496495,"teacher_disagreement_score":0.6806543,"about_ca_system_score_codex":0.000195468,"about_ca_system_score_gemma":0.0042105895,"threshold_uncertainty_score":0.851256},"labels":[],"label_agreement":null},{"id":"W3033519792","doi":"10.17269/s41997-020-00343-0","title":"Facebook, Instagram, Reddit and TikTok: a proposal for health authorities to integrate popular social media platforms in contingency planning amid a global pandemic outbreak","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":157,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McGill University; Centre Hospitalier de l’Université de Montréal; McGill University Health Centre","funders":"","keywords":"Social media; Dissemination; Pandemic; Globe; Information Dissemination; Public relations; Contingency plan; Coronavirus disease 2019 (COVID-19); Business; Public health; Health information; Internet privacy; Political science; Medicine; Health care; World Wide Web; Nursing; Computer science; Infectious disease (medical specialty)","score_opus":0.27771256986568915,"score_gpt":0.43453536360499856,"score_spread":0.1568227937393094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3033519792","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.59766155,0.0013934072,0.0008199716,0.3933314,0.0035510787,0.0027653053,0.00025506693,0.000038010345,0.00018415788],"genre_scores_gemma":[0.987102,0.00012987612,0.0023878745,0.0074527324,0.0027015326,0.00016519503,0.00002722725,0.000024427944,0.0000091582215],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963369,0.00046849027,0.001070681,0.0002608425,0.0004451294,0.0014179989],"domain_scores_gemma":[0.99357,0.00042374845,0.00068238116,0.00006527305,0.000368573,0.0048899967],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0063725216,0.00017773763,0.0006204351,0.00035759716,0.001025822,0.00021319269,0.00035427668,0.0001995751,0.000025726846],"category_scores_gemma":[0.013933869,0.00018132153,0.000073805735,0.0008957489,0.00025020636,0.0004379886,0.000016941503,0.0005412142,0.0000026714538],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000033840188,0.000016884156,0.16447212,0.00018007019,0.000016700355,0.00001005237,0.5980152,0.0000018554739,5.836806e-7,0.03633584,0.009613094,0.19130374],"study_design_scores_gemma":[0.0016283488,0.0010494051,0.15689717,0.00046287058,0.000010837477,0.000022150789,0.36493024,0.000045041932,4.5395714e-7,0.011710587,0.46279114,0.00045174858],"about_ca_topic_score_codex":0.12317485,"about_ca_topic_score_gemma":0.72012,"teacher_disagreement_score":0.59694517,"about_ca_system_score_codex":0.004249709,"about_ca_system_score_gemma":0.061166406,"threshold_uncertainty_score":0.9995728},"labels":[],"label_agreement":null},{"id":"W3033813546","doi":"10.1016/j.athoracsur.2020.04.065","title":"Does Tweeting Improve Citations? One-Year Results From the TSSMN Prospective Randomized Trial","year":2020,"lang":"en","type":"article","venue":"The Annals of Thoracic Surgery","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":219,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Toronto General Hospital; St. Boniface Hospital; University of Manitoba; University of British Columbia","funders":"Pfizer Canada","keywords":"Randomized controlled trial; Medicine; Psychology; Internal medicine","score_opus":0.2856141382648591,"score_gpt":0.46255992943487273,"score_spread":0.17694579117001363,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3033813546","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.73645955,0.00024799298,0.000017252018,0.2535848,0.0055946587,0.002913057,0.000068164656,0.00006959951,0.0010448968],"genre_scores_gemma":[0.99062777,0.00056165725,0.00014621744,0.001476561,0.006475743,0.00063925196,0.00001929456,0.000016148195,0.00003737673],"study_design_codex":"randomized_trial","study_design_gemma":"qualitative","domain_scores_codex":[0.9940887,0.0038097934,0.00080104644,0.00027590455,0.00068634254,0.00033822237],"domain_scores_gemma":[0.8828107,0.11521805,0.0009590232,0.00033588972,0.0005213245,0.00015501467],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.013485044,0.00011962873,0.0005643319,0.000041124855,0.0006978427,0.00008725284,0.00038900194,0.00010686973,0.000086244916],"category_scores_gemma":[0.18552916,0.000061632905,0.00031062154,0.00067496544,0.00068963994,0.00019265244,0.000049417864,0.00026869553,0.00003539398],"study_design_candidate":"randomized_trial","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.6465295,0.0001464769,0.0032397448,0.000037703892,0.0002391505,6.073499e-7,0.30042765,0.000004831479,0.000092952716,0.0021707276,0.009633832,0.037476808],"study_design_scores_gemma":[0.3106531,0.00043901106,0.027184445,0.0013638661,0.0011354255,1.5963465e-7,0.3721113,0.00029467215,0.0322362,0.2093015,0.04330818,0.0019721517],"about_ca_topic_score_codex":0.009380938,"about_ca_topic_score_gemma":0.00030071766,"teacher_disagreement_score":0.3358764,"about_ca_system_score_codex":0.000034077617,"about_ca_system_score_gemma":0.0006731061,"threshold_uncertainty_score":0.9972157},"labels":[],"label_agreement":null},{"id":"W3033914564","doi":"10.7759/cureus.8468","title":"Hashtag Global Surgery: The Role of Social Media in Advancing the Field of Global Surgery","year":2020,"lang":"en","type":"article","venue":"Cureus","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Malay; Medicine; Social media; Portuguese; Health care; Variety (cybernetics); Public relations; Political science","score_opus":0.06867371397194595,"score_gpt":0.3868431055275503,"score_spread":0.31816939155560436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3033914564","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92426246,0.0020511744,0.000008654502,0.06618701,0.0038859611,0.00044249758,0.0000296737,0.000029087863,0.0031034816],"genre_scores_gemma":[0.99749017,0.00015908456,0.000022053606,0.00080447795,0.0014616973,0.00005466936,0.000002866721,0.0000043716127,5.8826686e-7],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998187,0.00048290115,0.00040086382,0.00013737884,0.00046762274,0.0003242389],"domain_scores_gemma":[0.98778486,0.011598771,0.00027843722,0.00012290436,0.00011747978,0.000097518314],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0014044101,0.00007916006,0.00027628895,0.000009790517,0.00022423839,0.000013863467,0.00032483888,0.00013061598,0.00011473495],"category_scores_gemma":[0.02622424,0.0000595636,0.00012201297,0.00095732464,0.0002938117,0.00010438238,0.000045192715,0.00013021403,0.0000054589987],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040433406,0.000054698332,0.8226618,0.000031986598,0.000014496547,8.9726024e-7,0.090702645,0.0000021892527,0.000012194245,0.019205583,0.013301184,0.05397186],"study_design_scores_gemma":[0.0001469855,0.00002615205,0.7366708,0.00006909046,0.00004112364,4.0526052e-7,0.14930855,0.00002810476,0.00022681215,0.016676936,0.09658648,0.00021855885],"about_ca_topic_score_codex":0.012504289,"about_ca_topic_score_gemma":0.033235986,"teacher_disagreement_score":0.08599103,"about_ca_system_score_codex":0.00024720817,"about_ca_system_score_gemma":0.0013357236,"threshold_uncertainty_score":0.99407154},"labels":[],"label_agreement":null},{"id":"W3033974124","doi":"10.2196/18441","title":"Diabetes Self-Management in the Age of Social Media: Large-Scale Analysis of Peer Interactions Using Semiautomated Methods","year":2020,"lang":"en","type":"article","venue":"JMIR Medical Informatics","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"U.S. National Library of Medicine; National Institutes of Health","keywords":"Thematic analysis; Social media; Computer science; Medicine; Data science; Qualitative research; World Wide Web","score_opus":0.08821421371316164,"score_gpt":0.47052276503775053,"score_spread":0.3823085513245889,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3033974124","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9859691,0.000017540176,0.0016781518,0.0069771823,0.0007899844,0.0008247949,0.0000192867,0.00006916104,0.0036547598],"genre_scores_gemma":[0.9659982,0.000040377447,0.03151811,0.0017173394,0.00039911983,0.00023527285,0.00007960759,0.000008945053,0.00000304468],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9967167,0.0006177305,0.00090393535,0.00007237788,0.0013949524,0.0002943295],"domain_scores_gemma":[0.996379,0.002778824,0.00039065178,0.00011575162,0.0001913279,0.00014442937],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033632,0.00008698168,0.00039050795,0.00025691497,0.00017816016,0.00002243058,0.00042010748,0.00016869715,0.00027644745],"category_scores_gemma":[0.0035421583,0.000071161056,0.0001274882,0.0031686637,0.00024342943,0.00020694434,0.00007400244,0.00032005177,0.000003908528],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003338522,0.00015279876,0.0051814504,0.00020490136,0.00020061775,7.55508e-7,0.9866549,0.000012888918,0.000006599624,0.0013158941,0.0007022257,0.0055636372],"study_design_scores_gemma":[0.0006083738,0.000030037783,0.062698185,0.00008545454,0.00097372034,1.3353538e-7,0.7605774,0.12052856,0.000057030396,0.00022544534,0.05400905,0.00020664994],"about_ca_topic_score_codex":0.00014730728,"about_ca_topic_score_gemma":0.0005521496,"teacher_disagreement_score":0.22607753,"about_ca_system_score_codex":0.00012710993,"about_ca_system_score_gemma":0.00023815449,"threshold_uncertainty_score":0.42405504},"labels":[],"label_agreement":null},{"id":"W3034065132","doi":"10.1186/s12998-020-00319-4","title":"Misinformation about spinal manipulation and boosting immunity: an analysis of Twitter activity during the COVID-19 crisis","year":2020,"lang":"en","type":"article","venue":"Chiropractic & Manual Therapies","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Misinformation; Coronavirus disease 2019 (COVID-19); Medicine; 2019-20 coronavirus outbreak; Boosting (machine learning); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Internet privacy; Artificial intelligence; Pathology; Computer security; Outbreak; Infectious disease (medical specialty); Computer science","score_opus":0.1953056686559963,"score_gpt":0.4422511733803889,"score_spread":0.24694550472439258,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3034065132","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9533868,0.00021509688,0.0003216497,0.04516589,0.00024822474,0.0004519822,0.0000032109112,0.00005645057,0.00015072472],"genre_scores_gemma":[0.9970215,0.00027559407,0.0002023209,0.0020538045,0.00037198805,0.000048561968,0.000009895398,0.000008666275,0.000007653514],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99831027,0.00059868576,0.00029513636,0.00017002133,0.00041756884,0.00020833816],"domain_scores_gemma":[0.99814415,0.0008791919,0.00049057987,0.00018331304,0.00011090397,0.0001918563],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011814442,0.00010928785,0.00021829913,0.00013596448,0.0011596824,0.00013599152,0.00017608817,0.00008506582,0.00012903841],"category_scores_gemma":[0.0030035435,0.00009308041,0.00006227412,0.0007504854,0.00021439981,0.0010289343,0.00003521334,0.00022318853,0.000003680142],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003500018,0.00008141311,0.11301747,0.00019828968,0.0003371269,9.1787035e-7,0.86328185,0.00018317378,0.0010075765,0.0009444309,0.00006392914,0.020533798],"study_design_scores_gemma":[0.00019422508,0.00007652519,0.8657187,0.00000706159,0.00027065648,9.584162e-7,0.12626818,0.00063347816,0.00013034334,0.0002671305,0.0063037886,0.0001289574],"about_ca_topic_score_codex":0.011653166,"about_ca_topic_score_gemma":0.00082209276,"teacher_disagreement_score":0.7527012,"about_ca_system_score_codex":0.00016937901,"about_ca_system_score_gemma":0.00016421621,"threshold_uncertainty_score":0.9949283},"labels":[],"label_agreement":null},{"id":"W3034768619","doi":"10.15173/jpc.v6i1.4349","title":"Healthy discourse: How Canadian physicians use Twitter to communicate in healthcare","year":2020,"lang":"en","type":"article","venue":"Journal of Professional Communication","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Nova scotia; Exploratory research; Social media; Health care; Public relations; Qualitative research; Health communication; Health professionals; Political science; Psychology; Sociology; Social science","score_opus":0.2861181714852501,"score_gpt":0.4902346807412387,"score_spread":0.20411650925598862,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3034768619","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3777655,0.00042454578,0.000014521512,0.6200969,0.0009624121,0.00060259155,0.0000053740746,0.0000089780915,0.00011912907],"genre_scores_gemma":[0.9698775,0.0007455336,0.002769571,0.025875235,0.00056583236,0.00008483582,0.000015313666,0.000017918526,0.000048291982],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.995865,0.0024722007,0.0005529683,0.000119495395,0.00057770696,0.00041263076],"domain_scores_gemma":[0.99614567,0.0014945219,0.0005789367,0.0003828949,0.00058453117,0.0008134607],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019021672,0.00010724163,0.00028550514,0.00024328878,0.00077521463,0.00008164823,0.0010426085,0.0001492234,0.000024588153],"category_scores_gemma":[0.0033112376,0.00010758374,0.00006621104,0.0008325048,0.00015786236,0.0006889788,0.00009716861,0.001061597,0.000018682877],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044162874,0.00047203887,0.30522305,0.00012315117,0.000030557698,0.000009739481,0.55735207,0.00005056129,0.00017995058,0.015108043,0.083710134,0.037299097],"study_design_scores_gemma":[0.00086094724,0.0003610917,0.5194248,0.0010137191,0.000019145458,0.0000025321506,0.103605025,0.00006633888,0.000021535147,0.0017173323,0.3725666,0.00034090196],"about_ca_topic_score_codex":0.18570395,"about_ca_topic_score_gemma":0.41689676,"teacher_disagreement_score":0.5942217,"about_ca_system_score_codex":0.0012439641,"about_ca_system_score_gemma":0.0033690138,"threshold_uncertainty_score":0.81971854},"labels":[],"label_agreement":null},{"id":"W3035224107","doi":"10.1016/j.athoracsur.2020.04.102","title":"Predictors of High-Impact Articles in The Annals of Thoracic Surgery","year":2020,"lang":"en","type":"article","venue":"The Annals of Thoracic Surgery","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"National Institutes of Health; Cytokinetics; Harvard Catalyst; National Center for Advancing Translational Sciences; Boehringer Ingelheim","keywords":"Annals; Confidence interval; Audience measurement; Medicine; Odds ratio; Social media; Altmetrics; Rank correlation; Logistic regression; Odds; Ordered logit; Demography; Internal medicine; Statistics; Library science; Computer science; History; Advertising; World Wide Web; Mathematics; Classics","score_opus":0.4097086381168449,"score_gpt":0.5009072227231439,"score_spread":0.09119858460629904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3035224107","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93270516,0.0016538204,0.000004818726,0.0635104,0.0012643451,0.0005884048,0.000040221494,0.00003217479,0.00020066174],"genre_scores_gemma":[0.9958244,0.0021456105,0.000013699544,0.0010693197,0.00082960556,0.00008292207,0.000009148148,0.000020274523,0.0000050018075],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99343204,0.0034864268,0.0011310314,0.00023163586,0.0011184436,0.0006004115],"domain_scores_gemma":[0.9656186,0.032143783,0.0010566405,0.00046888087,0.0004939664,0.00021811241],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0143033005,0.00017890338,0.0007723803,0.0002681693,0.00018607758,0.000026819542,0.00059876946,0.00015674139,0.00016166923],"category_scores_gemma":[0.029100092,0.000120463585,0.00043561382,0.0025216623,0.0007958732,0.00030838355,0.000053246207,0.0002573799,0.000011595367],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008404724,0.00045459042,0.6685286,0.0005930465,0.0001497803,0.000005920093,0.1298845,0.00009304915,0.0002470469,0.0004432519,0.03468654,0.16407321],"study_design_scores_gemma":[0.00003827894,0.00015344405,0.8936171,0.00075696927,0.00009176111,0.000001467547,0.033596177,0.00004886148,0.059920326,0.006658782,0.0047110347,0.00040579424],"about_ca_topic_score_codex":0.008478385,"about_ca_topic_score_gemma":0.00029011758,"teacher_disagreement_score":0.2250885,"about_ca_system_score_codex":0.000021600299,"about_ca_system_score_gemma":0.0010014876,"threshold_uncertainty_score":0.99812424},"labels":[],"label_agreement":null},{"id":"W3036483131","doi":"10.1016/j.semnephrol.2020.04.004","title":"Twitter-Based Journal Clubs: Bringing Critical Appraisal to the Social Table","year":2020,"lang":"en","type":"review","venue":"Seminars in Nephrology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":37,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Critical appraisal; Journal club; Social media; Table of contents; Library science; Public relations; Sociology; Political science; World Wide Web; Medicine; Computer science; Alternative medicine","score_opus":0.1400420050332353,"score_gpt":0.49712095795930034,"score_spread":0.35707895292606506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3036483131","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00009428765,0.91964537,0.00014184373,0.059727006,0.01784247,0.0015573803,0.0000104718665,0.00006309724,0.00091806095],"genre_scores_gemma":[0.00014312193,0.97622585,0.0009923923,0.004240577,0.017017294,0.0012679237,0.000013391757,0.00006703814,0.000032408967],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99427295,0.0027187164,0.00083462376,0.0004734093,0.00057880394,0.0011214886],"domain_scores_gemma":[0.98355216,0.015410918,0.00032719338,0.00020247028,0.00013254183,0.00037471994],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0030846086,0.0003113019,0.0012201677,0.0003027172,0.0013409085,0.00015446909,0.0010766758,0.0007886126,0.0002711953],"category_scores_gemma":[0.022588793,0.0002736643,0.0002593849,0.0015495887,0.00066533126,0.000093244766,0.00012390023,0.0019072118,0.00018982973],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014659265,0.000060485247,0.00004742925,0.000928318,0.000021445012,0.000058559574,0.038888853,0.000001742694,1.3131135e-7,0.0016129217,0.06496525,0.8934002],"study_design_scores_gemma":[0.000085983964,0.000076300894,0.000018276263,0.0014422889,0.00012744016,0.000023382267,0.0031838084,0.0000072411376,5.2156054e-8,0.00017620622,0.9946292,0.00022981083],"about_ca_topic_score_codex":0.0006453283,"about_ca_topic_score_gemma":0.00064312754,"teacher_disagreement_score":0.92966396,"about_ca_system_score_codex":0.00093647826,"about_ca_system_score_gemma":0.0045374017,"threshold_uncertainty_score":0.99997157},"labels":[],"label_agreement":null},{"id":"W3036737880","doi":"10.1093/asj/sjaa172","title":"Insta-Grated Plastic Surgery Residencies: 2020 Update","year":2020,"lang":"en","type":"article","venue":"Aesthetic Surgery Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Social media; Curriculum; Plastic surgery; Promotion (chess); Medical education; Family medicine; Surgery; Psychology; Pedagogy","score_opus":0.1328701648471629,"score_gpt":0.3430904966719968,"score_spread":0.2102203318248339,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3036737880","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90420777,0.0008739037,0.00007430163,0.07903302,0.014942886,0.00026462987,0.000003316277,0.00014758151,0.00045261683],"genre_scores_gemma":[0.99262565,0.00364057,0.00013577542,0.0016276215,0.0018378377,0.00006200702,0.000008597137,0.000040710853,0.000021213655],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9957778,0.0012628587,0.0008653471,0.00029114963,0.0009974801,0.0008053893],"domain_scores_gemma":[0.9855486,0.01218247,0.0005610484,0.00016122314,0.0003965646,0.0011500906],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0033565958,0.00019441168,0.0005007669,0.0001927516,0.0011752031,0.0002530737,0.00029611727,0.00018553596,0.0011392796],"category_scores_gemma":[0.013557279,0.00019691115,0.00025733627,0.0014570492,0.00039002483,0.00045843914,0.000027306909,0.0005981458,0.00056228705],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015817184,0.00012821698,0.20186919,0.000039128627,0.000036858444,0.0004088217,0.037685484,0.00003266099,0.000011444326,0.00080801226,0.5509853,0.20783673],"study_design_scores_gemma":[0.00044276644,0.00009226521,0.041530527,0.00053320586,0.00009980029,0.0015845378,0.023427064,0.00012111785,0.00007644998,0.0028718885,0.92806107,0.0011593291],"about_ca_topic_score_codex":0.000623732,"about_ca_topic_score_gemma":0.00018419302,"teacher_disagreement_score":0.37707576,"about_ca_system_score_codex":0.00029606558,"about_ca_system_score_gemma":0.004529398,"threshold_uncertainty_score":0.9997738},"labels":[],"label_agreement":null},{"id":"W3036796595","doi":"10.1016/j.semnephrol.2020.04.011","title":"Quality Appraisal and Assurance Techniques for Free Open Access Medical Education (FOAM) Resources: A Rapid Review","year":2020,"lang":"en","type":"review","venue":"Seminars in Nephrology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":42,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; Hamilton General Hospital; Hamilton Health Sciences; University of Manitoba; Interior Health; McMaster University; Royal Inland Hospital; Western University; University of British Columbia","funders":"","keywords":"Quality (philosophy); Medical education; Quality assurance; Cronbach's alpha; Descriptive statistics; Continuing medical education; Critical appraisal; Medicine; Psychology; Knowledge management; Computer science; Health care; Alternative medicine; Political science; Continuing education","score_opus":0.22045555926200414,"score_gpt":0.5745722795557962,"score_spread":0.35411672029379204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3036796595","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000006226934,0.9453993,0.000019719668,0.038002674,0.002768208,0.010893726,0.000040582698,0.0000852665,0.0027843397],"genre_scores_gemma":[0.0000010346145,0.9654641,0.0026927246,0.007235719,0.0023004147,0.022106782,0.00011549549,0.000047188532,0.00003653449],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9927063,0.003902193,0.0013689974,0.0008776188,0.00056254986,0.0005823697],"domain_scores_gemma":[0.9817998,0.0158302,0.0011291594,0.00060562085,0.00019021907,0.00044503034],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.008257327,0.00035276744,0.0023469154,0.00020307141,0.00032708986,0.0001633511,0.0037265725,0.0012027085,0.00025914703],"category_scores_gemma":[0.09026145,0.0003502647,0.00017763932,0.0011282469,0.0007636668,0.00040343666,0.00087672786,0.0008266267,0.0000072186263],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013957957,0.00007527076,0.0000706984,0.024786165,0.000016748683,0.0000015577448,0.0023242696,5.428502e-10,1.2601482e-8,0.0022784194,0.08941626,0.8810166],"study_design_scores_gemma":[0.00012096798,0.000071619965,0.000048517515,0.034217466,0.0001305378,0.000008124453,0.00026031648,2.6606625e-7,4.494129e-8,0.0020802324,0.962775,0.0002868927],"about_ca_topic_score_codex":0.0043373387,"about_ca_topic_score_gemma":0.005161862,"teacher_disagreement_score":0.88072973,"about_ca_system_score_codex":0.00044566323,"about_ca_system_score_gemma":0.01127769,"threshold_uncertainty_score":0.9998949},"labels":[],"label_agreement":null},{"id":"W3037147029","doi":"10.1016/j.athoracsur.2020.05.055","title":"Twitter Activity Is Associated With a Higher H-Index in Academic Thoracic Surgery","year":2020,"lang":"en","type":"letter","venue":"The Annals of Thoracic Surgery","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Joseph’s Healthcare Hamilton; McMaster University","funders":"","keywords":"Scopus; Medicine; Social media; Citation; Index (typography); Citation index; Library science; MEDLINE; World Wide Web; Computer science; Law","score_opus":0.3936658835327579,"score_gpt":0.47883222303046813,"score_spread":0.08516633949771024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3037147029","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33311722,0.0006817332,0.0000023120188,0.6605734,0.0041732728,0.0008969958,0.00004340588,0.0001185339,0.00039311274],"genre_scores_gemma":[0.545474,0.0018930454,0.000005018552,0.4418372,0.009007068,0.00068869436,0.00010354894,0.00014328837,0.0008481507],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98828197,0.005982636,0.0011291489,0.00078882155,0.0022886938,0.0015287349],"domain_scores_gemma":[0.94545287,0.05101904,0.0020412358,0.00070160243,0.00052251935,0.0002627132],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0089136185,0.00058100035,0.0018050667,0.0007286794,0.00046141786,0.00009328294,0.0009023759,0.0019026761,0.00054990436],"category_scores_gemma":[0.013706022,0.0004741788,0.0005792226,0.0031035375,0.0010003452,0.00046710978,0.000114880764,0.0046390803,0.00009253094],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024572285,0.00006559704,0.06774927,0.00031777433,0.00014731952,0.00010999069,0.008982002,6.539215e-7,0.000003449047,0.0000019702009,0.90218896,0.020187307],"study_design_scores_gemma":[0.00005079114,0.000035631205,0.09388533,0.0034639314,0.00020618836,0.0000031749987,0.0011131798,0.0000116604115,0.0007466664,0.0021416512,0.89696187,0.001379933],"about_ca_topic_score_codex":0.006977092,"about_ca_topic_score_gemma":0.0004134741,"teacher_disagreement_score":0.21873623,"about_ca_system_score_codex":0.00035263758,"about_ca_system_score_gemma":0.003232186,"threshold_uncertainty_score":0.999771},"labels":[{"model":"gemma","categories":["metaresearch","bibliometrics"],"domain":"incentives","study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["bibliometrics","metaresearch"],"domain":"evaluation","study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W3037186027","doi":"10.1016/j.jclinepi.2020.06.028","title":"Social media can have an impact on how we manage and investigate the COVID-19 pandemic","year":2020,"lang":"en","type":"article","venue":"Journal of Clinical Epidemiology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":205,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cochrane; Impact; McMaster University","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Social media; Betacoronavirus; Medicine; Virology; Computer science; World Wide Web; Outbreak; Pathology; Disease","score_opus":0.8207876949093603,"score_gpt":0.6465048583167491,"score_spread":0.17428283659261123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3037186027","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47176737,0.00021140756,0.00004616221,0.52600354,0.0017008854,0.00018862692,0.0000046119294,0.00001445762,0.000062931365],"genre_scores_gemma":[0.9156111,0.0033292365,0.0002908132,0.06796384,0.012771498,0.000013024387,0.0000022174893,0.000011817618,0.0000064881297],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98027015,0.01699279,0.0016755761,0.0002575637,0.00034270488,0.00046124286],"domain_scores_gemma":[0.77308613,0.2203338,0.003299534,0.00017002362,0.00020926955,0.0029012254],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.034581102,0.00014505716,0.0012523397,0.000060656803,0.00051666977,0.0000276764,0.0004922983,0.00049865013,0.00005586523],"category_scores_gemma":[0.54123396,0.000089912006,0.0003152079,0.00020238543,0.0019421282,0.00013688319,0.000040996958,0.001492695,0.0000052862897],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025750077,0.000046852176,0.86751485,0.000022342621,0.000056934343,0.000012091773,0.0653713,0.00002336897,0.000001381955,0.008108104,0.026037404,0.032547854],"study_design_scores_gemma":[0.0009060209,0.0009309201,0.72405773,0.00002058367,0.00008444726,0.000013909666,0.012027337,0.00014858283,2.2737919e-7,0.093992084,0.1676571,0.00016104979],"about_ca_topic_score_codex":0.00126154,"about_ca_topic_score_gemma":0.0027464726,"teacher_disagreement_score":0.50665283,"about_ca_system_score_codex":0.00022156723,"about_ca_system_score_gemma":0.0019219314,"threshold_uncertainty_score":0.99410194},"labels":[],"label_agreement":null},{"id":"W3037427208","doi":"10.2196/19219","title":"Evaluation of the Sexual Health Behaviors of Black Male Adolescents and Young Adults Through Social Media Platforms: Web-Based Survey Study","year":2020,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Reproductive health; Social media; Psychology; Psychological intervention; Population; Health promotion; Public health; Medicine; Environmental health; World Wide Web; Nursing; Psychiatry; Computer science","score_opus":0.19950737030418814,"score_gpt":0.42268873589241507,"score_spread":0.22318136558822693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3037427208","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9819362,0.0003779374,0.000004896158,0.012642058,0.0010213893,0.003828336,0.00010996609,0.000029063563,0.00005014445],"genre_scores_gemma":[0.9984293,0.00013230603,0.000019711955,0.0008092459,0.00031747058,0.00023622924,0.000039940547,0.000014170793,0.0000016519045],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9929887,0.0035918243,0.00077833753,0.00037182678,0.0017018088,0.0005675185],"domain_scores_gemma":[0.99692744,0.0007981494,0.00078675523,0.0001684107,0.0007858854,0.00053334574],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012440345,0.0001464409,0.00046901865,0.000054130884,0.00064308004,0.000033923003,0.00023660356,0.0001267436,0.000021511954],"category_scores_gemma":[0.0076220683,0.00012819513,0.000031936735,0.0009008684,0.0005109822,0.00019829736,0.000048224523,0.00024138458,9.771177e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043321797,0.00020419848,0.7852518,0.0002531476,0.0000048161414,4.0139724e-8,0.19277386,4.1054005e-7,4.1844683e-7,0.000033715416,0.0004615117,0.020972757],"study_design_scores_gemma":[0.0014713248,0.00025723065,0.9470213,0.000025518419,0.0000020615817,1.2171009e-7,0.050536342,0.00021155858,1.8080564e-7,0.0000154036,0.00036581667,0.00009314533],"about_ca_topic_score_codex":0.017278535,"about_ca_topic_score_gemma":0.097335964,"teacher_disagreement_score":0.1617695,"about_ca_system_score_codex":0.00031852612,"about_ca_system_score_gemma":0.008719311,"threshold_uncertainty_score":0.9969003},"labels":[],"label_agreement":null},{"id":"W3037762171","doi":"10.1002/aet2.10497","title":"Thinking Outside the Inbox: Use of Slack in Clinical Groups as a Collaborative Team Communication Platform","year":2020,"lang":"en","type":"article","venue":"AEM Education and Training","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"","keywords":"Emergency department; Medicine; Library science; Family medicine; Nursing; Computer science","score_opus":0.34078738165527866,"score_gpt":0.48073485514617237,"score_spread":0.1399474734908937,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3037762171","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.946786,0.00033918215,0.000012346074,0.043836247,0.0009687403,0.0008534949,0.0000021251212,0.000029381996,0.0071724807],"genre_scores_gemma":[0.9935945,0.0006081188,0.001884417,0.0033109726,0.00039741118,0.00016582587,0.000013989253,0.000008115408,0.000016643413],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9984136,0.00055349676,0.00046167552,0.00015595536,0.00025428642,0.00016093775],"domain_scores_gemma":[0.99514973,0.004079222,0.00029872515,0.00014090062,0.00019678834,0.00013463853],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0019644552,0.0000699191,0.00016797408,0.000050269653,0.00042074147,0.00008888246,0.00021229404,0.000107436106,0.00003082246],"category_scores_gemma":[0.009706671,0.000063633226,0.000027497968,0.0006519801,0.00036042993,0.00040071647,0.00003212767,0.00029407503,0.00000896897],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016124359,0.00007034554,0.082876064,0.000010959759,0.0000068004965,5.1570293e-8,0.7579003,0.0000021054152,0.0000030800595,0.056877296,0.0007028604,0.10153401],"study_design_scores_gemma":[0.0002796285,0.000069249974,0.36717737,0.00009993515,0.000016254022,4.5798623e-7,0.5679169,0.000091606904,0.0000090228805,0.008380033,0.055852544,0.0001069474],"about_ca_topic_score_codex":0.0033396662,"about_ca_topic_score_gemma":0.0027362267,"teacher_disagreement_score":0.2843013,"about_ca_system_score_codex":0.000080681006,"about_ca_system_score_gemma":0.0019892992,"threshold_uncertainty_score":0.998635},"labels":[],"label_agreement":null},{"id":"W3038858545","doi":"","title":"1st Annual Western Canadian TCT Vintage Trailer Revival","year":2009,"lang":"en","type":"article","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Vintage; Trailer; Geography; Computer science; Archaeology","score_opus":0.08566606905309002,"score_gpt":0.4126133102060349,"score_spread":0.32694724115294493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3038858545","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.56466633,0.00014498938,0.000015748341,0.13478585,0.0070912507,0.0013098309,0.00002016732,0.00018989129,0.29177597],"genre_scores_gemma":[0.98859394,0.00006245227,0.00023409213,0.005968745,0.0023630152,0.000047429905,0.0000058396363,0.0000069142916,0.0027175697],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99875265,0.00014708731,0.0001668525,0.00016620543,0.0002791939,0.00048798844],"domain_scores_gemma":[0.998883,0.00024582076,0.000039931827,0.00012125702,0.00009618924,0.0006137781],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00055870746,0.00007229464,0.00011096187,0.00008508806,0.00046924132,0.000051519888,0.00020066396,0.00012339196,0.0013860671],"category_scores_gemma":[0.00097580504,0.000075453696,0.000034508706,0.0002939688,0.00009372002,0.0002267692,0.0000035065696,0.0001246136,0.00038580506],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009590876,0.00011416336,0.13941798,0.000016833901,0.000009687253,0.00001845261,0.302336,8.108364e-7,0.000019541918,0.06481033,0.09550501,0.39774162],"study_design_scores_gemma":[0.00006359476,0.000033745528,0.2937167,0.000010926622,0.000004043812,4.696068e-7,0.00924365,5.6379434e-7,0.0000055998626,0.00053144485,0.69628245,0.00010683437],"about_ca_topic_score_codex":0.6865834,"about_ca_topic_score_gemma":0.88093764,"teacher_disagreement_score":0.60077745,"about_ca_system_score_codex":0.0005131846,"about_ca_system_score_gemma":0.0015103465,"threshold_uncertainty_score":0.9995268},"labels":[],"label_agreement":null},{"id":"W3039067990","doi":"10.1007/s40670-020-01016-w","title":"YouTube as an Educational Resource in Medical Education: a Scoping Review","year":2020,"lang":"en","type":"review","venue":"Medical Science Educator","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":124,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; Memorial University of Newfoundland","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Inclusion (mineral); Resource (disambiguation); Medical education; Educational resources; Quality (philosophy); Psychology; Medicine; Multimedia; Computer science; Pedagogy","score_opus":0.18958175995752216,"score_gpt":0.5733081668265355,"score_spread":0.3837264068690134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3039067990","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000028452121,0.8598842,7.020289e-7,0.11043233,0.015605396,0.005081016,0.0000035147427,0.00009129108,0.008873111],"genre_scores_gemma":[0.000006865322,0.9659701,0.00021766823,0.013076678,0.014427532,0.0059890286,0.00009447573,0.00005593718,0.00016173882],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9843893,0.002449377,0.0019970082,0.0016799337,0.008005513,0.001478839],"domain_scores_gemma":[0.98401695,0.0053299293,0.00088915514,0.0009489597,0.0006079102,0.008207093],"candidate_categories":["metaresearch","metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.014677153,0.0005376256,0.002021103,0.00067954237,0.0012127312,0.0002463039,0.004653919,0.0009697165,0.020502534],"category_scores_gemma":[0.27065438,0.00049382524,0.00025854266,0.009886804,0.0037807054,0.00075361057,0.0003034746,0.0019879502,0.0012638826],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000010654022,0.00051041326,0.000077430115,0.018159144,0.000003881404,0.000007147347,0.00555499,1.6658539e-9,2.4188178e-9,0.0070330403,0.007894364,0.9607585],"study_design_scores_gemma":[0.00004982273,0.000029136727,0.00001891351,0.28010657,0.000058670463,0.00003233367,0.0015116275,6.4467224e-7,1.8674326e-8,0.00021781087,0.717619,0.00035545745],"about_ca_topic_score_codex":0.0044033932,"about_ca_topic_score_gemma":0.0023539602,"teacher_disagreement_score":0.9604031,"about_ca_system_score_codex":0.0030933912,"about_ca_system_score_gemma":0.52597725,"threshold_uncertainty_score":0.9997513},"labels":[],"label_agreement":null},{"id":"W3039242345","doi":"10.1016/j.nepr.2020.102827","title":"Podcasting in nursing and midwifery education: An integrative review","year":2020,"lang":"en","type":"review","venue":"Nurse Education in Practice","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":62,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Sigma Theta Tau International; National League for Nursing","keywords":"CINAHL; Scopus; Social media; Nursing; Medical education; Obstetrics; Digital literacy; Intervention (counseling); Medicine; Information literacy; Nurse education; MEDLINE; Process (computing); Quality (philosophy); Psychology; Pedagogy; Computer science; Psychological intervention; World Wide Web","score_opus":0.14284441792884509,"score_gpt":0.5843109974358547,"score_spread":0.4414665795070096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3039242345","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000012842084,0.9218629,0.0000020785933,0.023331622,0.012876829,0.004464658,0.0000031174504,0.00004579612,0.037400156],"genre_scores_gemma":[0.000011307339,0.9879049,0.0030304836,0.0017195918,0.0034246494,0.0035789215,0.00011307702,0.000049857517,0.00016718164],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.992565,0.0047175763,0.0011350354,0.0007158328,0.0004588412,0.00040774385],"domain_scores_gemma":[0.99047554,0.0070435097,0.0012875154,0.00034295858,0.0004413869,0.0004090926],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0026702338,0.0003574811,0.0011035908,0.00047910423,0.0003038014,0.00015632884,0.0003781735,0.00042125696,0.00010755641],"category_scores_gemma":[0.049980253,0.00038704605,0.00008262393,0.0024024006,0.0002670131,0.0016865511,0.000014644734,0.0013590315,0.00006996972],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000040084356,0.0006879482,0.000092446535,0.0056595467,0.0000062368094,0.0000010451126,0.043140214,1.5169658e-8,6.495404e-9,0.010858881,0.0028028046,0.93674684],"study_design_scores_gemma":[0.000037222395,0.000022776332,0.00007561012,0.13011588,0.00026960875,0.000019207895,0.08210238,5.3953414e-7,1.14862715e-8,0.00047173697,0.78663117,0.00025382912],"about_ca_topic_score_codex":0.004186113,"about_ca_topic_score_gemma":0.0008624015,"teacher_disagreement_score":0.93649304,"about_ca_system_score_codex":0.0028069552,"about_ca_system_score_gemma":0.03972362,"threshold_uncertainty_score":0.99985814},"labels":[],"label_agreement":null},{"id":"W3039580517","doi":"10.1093/jalm/jfaa078","title":"News Stories and Medical Breakthroughs","year":2020,"lang":"en","type":"article","venue":"The Journal of Applied Laboratory Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University Health Network; Mount Sinai Hospital","funders":"","keywords":"History","score_opus":0.06949129361803241,"score_gpt":0.3844517805618265,"score_spread":0.3149604869437941,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3039580517","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.54830766,0.0039796554,0.0001308463,0.43637082,0.003950457,0.000513546,0.0000018010136,0.000037087808,0.0067081233],"genre_scores_gemma":[0.9722343,0.003850801,0.00014011856,0.012399151,0.011349084,0.000010235948,4.0610476e-7,0.000011927708,0.000003978685],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979592,0.00029017738,0.00041886902,0.00007461772,0.0010709326,0.00018619656],"domain_scores_gemma":[0.99659574,0.0020728915,0.00036973465,0.00008306425,0.00029762572,0.00058093935],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031607777,0.00008255854,0.00027181086,0.000035485355,0.00032300458,0.00000974798,0.00031305553,0.00010538672,0.00038797775],"category_scores_gemma":[0.006674192,0.00005140412,0.000013556048,0.00057410804,0.0010490993,0.00009862561,0.00002303108,0.00044170566,0.000008212499],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041973597,0.00004514153,0.0032934044,0.00008082563,0.00006173531,0.000015421518,0.83256686,0.0000022484332,0.0007671155,0.042938806,0.075123996,0.04468474],"study_design_scores_gemma":[0.00098649,0.00027614261,0.0032139348,0.00008658628,0.00010453403,0.0000051681636,0.17759927,0.000003992673,0.00013053461,0.0015235307,0.81596506,0.000104769584],"about_ca_topic_score_codex":0.0005192238,"about_ca_topic_score_gemma":0.0002909035,"teacher_disagreement_score":0.74084103,"about_ca_system_score_codex":0.000078395766,"about_ca_system_score_gemma":0.0012707242,"threshold_uncertainty_score":0.7990113},"labels":[],"label_agreement":null},{"id":"W3039717313","doi":"10.1145/3394332.3402895","title":"Personalisation and Community 2020: User Modelling and Social Connections in Web Science, Healthcare and Education","year":2020,"lang":"en","type":"article","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ayogo (Canada)","funders":"","keywords":"Personalization; Computer science; Key (lock); World Wide Web; Health care; Knowledge management; Internet privacy","score_opus":0.22838844605878905,"score_gpt":0.4281697859082981,"score_spread":0.19978133984950902,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3039717313","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.902545,0.00022059101,0.0000412356,0.095474385,0.0003765692,0.00048630504,0.0000025394145,0.000031651518,0.0008217418],"genre_scores_gemma":[0.9970966,0.00039656987,0.0005926723,0.0014053658,0.00039954527,0.000084073225,0.000004629123,0.000004676622,0.000015888372],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9988307,0.0004671933,0.00014367599,0.00016794335,0.00020435706,0.00018615474],"domain_scores_gemma":[0.9989783,0.00058286387,0.00005507211,0.000038934035,0.00014888571,0.00019591089],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0012826166,0.000057663667,0.000096281095,0.00008432784,0.0024659699,0.000108106266,0.00006530357,0.000076826705,0.000018161709],"category_scores_gemma":[0.0008710049,0.000066431276,0.000006898871,0.0005861321,0.0006356429,0.00041551745,0.000031314376,0.00027881938,0.0000011222696],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009932653,0.00005968364,0.1542719,0.00009475508,0.0000016670991,5.4927497e-8,0.7632713,0.0000057836232,0.0000543437,0.06779763,0.00021709112,0.014215859],"study_design_scores_gemma":[0.00037385497,0.0000833528,0.14621365,0.000036827965,0.000011821087,0.0000011505474,0.8294777,0.0065821707,0.00001128009,0.0061995746,0.010786391,0.00022219842],"about_ca_topic_score_codex":0.037280172,"about_ca_topic_score_gemma":0.01861695,"teacher_disagreement_score":0.0945516,"about_ca_system_score_codex":0.00017147088,"about_ca_system_score_gemma":0.0013376417,"threshold_uncertainty_score":0.9992907},"labels":[],"label_agreement":null},{"id":"W3041491598","doi":"10.2196/18146","title":"Facebook as a Medium for the Support and Enhancement of Ambulatory Care for People With Diabetes: Qualitative Realist Evaluation of a Real-World Trial","year":2020,"lang":"en","type":"article","venue":"JMIR Diabetes","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Steno Diabetes Center Copenhagen","keywords":"Qualitative research; Ambulatory; Diabetes mellitus; Medicine; Psychology; Nursing; Sociology; Internal medicine; Social science","score_opus":0.15169211825361106,"score_gpt":0.4690883670177471,"score_spread":0.317396248764136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3041491598","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97309405,0.00022439299,0.000019130097,0.006283749,0.0006063598,0.018921776,0.00011761703,0.000019661866,0.0007132973],"genre_scores_gemma":[0.9691724,0.000028829469,0.00030795656,0.00018524086,0.00055922754,0.029649602,0.00005748284,0.000015809312,0.000023449498],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9979319,0.00047132687,0.00039678346,0.00022782444,0.00069526257,0.00027692883],"domain_scores_gemma":[0.99227655,0.006135753,0.00046123672,0.00012678892,0.0008789196,0.00012074245],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027666066,0.00010758884,0.00035204377,0.000050712133,0.00027143423,0.00001817471,0.0001450607,0.0000682988,0.0000623481],"category_scores_gemma":[0.0036241459,0.00008444982,0.00006502916,0.0002726263,0.00033320475,0.00010032058,0.000016364478,0.000057774505,8.301244e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010310444,0.000077247656,0.014543334,0.000931861,0.00009758561,6.2792567e-9,0.97101563,0.0000028365826,0.0004243592,0.0024505039,0.0012533653,0.008172245],"study_design_scores_gemma":[0.028899953,0.008133085,0.04356441,0.0004227542,0.0011374102,6.7699144e-9,0.8467763,0.0005534234,0.025234355,0.005302123,0.03937521,0.00060097716],"about_ca_topic_score_codex":0.0011693328,"about_ca_topic_score_gemma":0.0067679053,"teacher_disagreement_score":0.12423932,"about_ca_system_score_codex":0.00017502953,"about_ca_system_score_gemma":0.0014743053,"threshold_uncertainty_score":0.4338703},"labels":[],"label_agreement":null},{"id":"W3043042501","doi":"10.1177/1715163520930707","title":"Maximizing impact with infographics","year":2020,"lang":"en","type":"article","venue":"Canadian Pharmacists Journal / Revue des Pharmaciens du Canada","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Infographic; Computer science; Data mining","score_opus":0.1414405240610668,"score_gpt":0.3648922777975423,"score_spread":0.2234517537364755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3043042501","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9815867,0.0007058192,0.00008857951,0.005620836,0.0057551577,0.0010369627,0.0001600669,0.000080403166,0.004965455],"genre_scores_gemma":[0.9849057,0.0032794944,0.00031806473,0.007233114,0.004117912,0.00005133276,0.000012733568,0.00004982329,0.00003182555],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99678075,0.00035677024,0.0004494473,0.00031175456,0.00075898715,0.0013423107],"domain_scores_gemma":[0.9918656,0.00041478805,0.00029755023,0.00013344781,0.00075990066,0.0065287594],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00080669206,0.00027905934,0.0003145446,0.00028137577,0.0023656047,0.00033322588,0.0006884423,0.00008625559,0.001402886],"category_scores_gemma":[0.0016289183,0.000284219,0.00012225869,0.0018606386,0.00044604283,0.00060038833,0.000017809438,0.000894468,0.000015446547],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00051814347,0.000096456206,0.20631114,0.0005099554,0.00069273304,0.06046089,0.24541134,0.0027881332,0.00039361374,0.0011930395,0.102133274,0.3794913],"study_design_scores_gemma":[0.0027697065,0.00022560128,0.0008091454,0.000057464673,0.0002688583,0.062488712,0.0009138811,0.0012422499,0.00024134976,0.00018717466,0.9292438,0.0015520715],"about_ca_topic_score_codex":0.31524143,"about_ca_topic_score_gemma":0.59153295,"teacher_disagreement_score":0.8271105,"about_ca_system_score_codex":0.0042631463,"about_ca_system_score_gemma":0.025726132,"threshold_uncertainty_score":0.999961},"labels":[],"label_agreement":null},{"id":"W3043263156","doi":"10.2196/16367","title":"Social Media Use Among Young Adults With Connective Tissue Disorders: Cross-Sectional Pilot Study","year":2020,"lang":"en","type":"article","venue":"JMIR Pediatrics and Parenting","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Marfan Foundation; University of Wisconsin-Madison","keywords":"Social media; Marfan syndrome; Social support; Medicine; Health care; Perception; Psychology; Family medicine; Surgery; Social psychology","score_opus":0.10974408492117556,"score_gpt":0.39114813708329865,"score_spread":0.2814040521621231,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3043263156","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99599826,0.00006606103,0.000023853721,0.00042851415,0.0014313512,0.0016714819,0.000018342611,0.00010419923,0.0002579549],"genre_scores_gemma":[0.99346405,0.00007618666,0.000052947973,0.000046579084,0.0058914223,0.00041301464,0.00002500066,0.000020639152,0.0000101506575],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980934,0.00023411078,0.00029410963,0.0003985156,0.0005989008,0.0003809412],"domain_scores_gemma":[0.99713814,0.0020001181,0.00026347436,0.000056702283,0.00023184698,0.00030972838],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00048726547,0.00013953047,0.0001763329,0.00007237145,0.0015376696,0.00035499976,0.00013217656,0.000085369335,0.000051092065],"category_scores_gemma":[0.0037178684,0.00014371752,0.000022329115,0.00070261693,0.00022743286,0.00045906295,0.000049613533,0.00025709858,0.0000070412725],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000067763,0.0001418079,0.79846746,0.00003064906,0.0000057265825,0.0000015040174,0.20032905,0.0000015592502,3.1371363e-7,0.00016249371,0.00010255638,0.00068912696],"study_design_scores_gemma":[0.00057602633,0.00033875785,0.9629411,0.0000044001854,0.00001996869,1.603151e-7,0.035398915,0.000015398651,2.619038e-7,0.00008267402,0.0004505566,0.000171766],"about_ca_topic_score_codex":0.009985675,"about_ca_topic_score_gemma":0.027376192,"teacher_disagreement_score":0.16493014,"about_ca_system_score_codex":0.000090447356,"about_ca_system_score_gemma":0.00027999238,"threshold_uncertainty_score":0.9997622},"labels":[],"label_agreement":null},{"id":"W3043866079","doi":"10.1057/s41271-020-00231-4","title":"How refugee youth use social media: what does this mean for improving their health and welfare?","year":2020,"lang":"en","type":"review","venue":"Journal of Public Health Policy","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":30,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bruyère; University of Ottawa","funders":"","keywords":"Refugee; Social media; Social policy; Information and Communications Technology; Public relations; Inclusion (mineral); Political science; Welfare; Sociology; Social science","score_opus":0.3921043161036544,"score_gpt":0.49292465446471806,"score_spread":0.10082033836106363,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3043866079","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000022895822,0.5742646,0.000038548154,0.41678998,0.0065088584,0.0021390682,0.0001820058,0.000042336385,0.0000117017025],"genre_scores_gemma":[0.00021278323,0.9576904,0.0007159018,0.005388968,0.035542116,0.0002382581,0.00006955024,0.000113771945,0.000028239052],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9891446,0.004850238,0.0023921267,0.00053317146,0.0012022645,0.0018775717],"domain_scores_gemma":[0.98150855,0.005977167,0.007419986,0.00027756416,0.0009543527,0.003862358],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.01261377,0.0005545049,0.0033688587,0.00111791,0.0026838672,0.0019802086,0.0008710144,0.00077052996,0.000019053148],"category_scores_gemma":[0.047018576,0.00040045343,0.00070246006,0.0015690237,0.00045015675,0.0026865744,0.00011840496,0.001615705,0.0000020020166],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00000383625,0.000036504858,0.0000043466625,0.007994816,0.000050775558,7.0167425e-7,0.23456441,9.301918e-10,2.9106706e-9,0.0075971894,0.001092778,0.74865466],"study_design_scores_gemma":[0.0002845507,0.00021316594,0.000010442636,0.00200276,0.00006700089,0.0000107318,0.10844806,2.782968e-7,8.340429e-9,0.00033291566,0.8883753,0.00025483125],"about_ca_topic_score_codex":0.007132576,"about_ca_topic_score_gemma":0.0038035833,"teacher_disagreement_score":0.8872825,"about_ca_system_score_codex":0.00576827,"about_ca_system_score_gemma":0.06838744,"threshold_uncertainty_score":0.99984473},"labels":[],"label_agreement":null},{"id":"W3045143652","doi":"10.1016/j.jtcvs.2020.05.103","title":"Live-Tweet to get the most out of the American Association for Thoracic Surgery Virtual Annual Meeting","year":2020,"lang":"en","type":"letter","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Association (psychology); Medicine; Cardiothoracic surgery; General surgery; Surgery; Psychology","score_opus":0.05672206252956592,"score_gpt":0.35216246588040967,"score_spread":0.29544040335084376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3045143652","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1632368,0.0093266005,0.00034835588,0.79484034,0.029998964,0.0018888012,0.00020919352,0.00003668165,0.00011427757],"genre_scores_gemma":[0.46052745,0.019725919,0.00082873565,0.3443241,0.17248748,0.00095202366,0.00009925871,0.00042452375,0.0006305118],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9905645,0.004684066,0.0012386244,0.0003416435,0.0025375567,0.00063358137],"domain_scores_gemma":[0.96734715,0.027526373,0.003070411,0.0004147577,0.0014149685,0.00022635741],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.017140644,0.00030146318,0.0018131185,0.00026879145,0.0008095553,0.00014229577,0.0005573833,0.00042324208,0.0000063050247],"category_scores_gemma":[0.043190196,0.00021355416,0.002719352,0.0009955585,0.0003760059,0.00023143063,0.00009945824,0.0013850033,0.0000046833197],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009394271,0.000019724388,0.031088216,0.00026496808,0.0015038776,0.000024337302,0.017593516,0.000029443123,0.0000021922685,0.0000029330065,0.76618373,0.18319309],"study_design_scores_gemma":[0.000029571018,0.000047741065,0.008940652,0.00051357393,0.0011362252,0.000008872797,0.010115837,0.0000023502446,0.00003231044,0.00008258786,0.97880137,0.00028891207],"about_ca_topic_score_codex":0.0011933096,"about_ca_topic_score_gemma":0.00010271165,"teacher_disagreement_score":0.45051622,"about_ca_system_score_codex":0.0004906008,"about_ca_system_score_gemma":0.0023624562,"threshold_uncertainty_score":0.96486944},"labels":[],"label_agreement":null},{"id":"W3045484346","doi":"10.47611/jsr.v8i2.818","title":"ESPN's #BodyIssue on Instagram: The Self-presentation of Women Athletes and Feedback from their Audience of Women","year":2019,"lang":"en","type":"article","venue":"Journal of Student Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Athletes; Presentation (obstetrics); Psychology; Advertising; Medicine; Physical therapy","score_opus":0.17148965852825462,"score_gpt":0.49434648274515985,"score_spread":0.3228568242169052,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3045484346","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99371314,0.00030250504,6.472975e-7,0.0035774915,0.0007753392,0.00076706044,0.0000027404665,0.0000037949494,0.00085726683],"genre_scores_gemma":[0.99765676,0.0016438373,0.00006539952,0.000033084885,0.00048104863,0.000060839368,3.192325e-7,0.0000065773797,0.000052108564],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99592185,0.0010462998,0.00045329376,0.00012949124,0.0019413327,0.0005077075],"domain_scores_gemma":[0.9925862,0.005710051,0.00044818615,0.00017425764,0.00085222453,0.00022911474],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008444363,0.00007146258,0.0002774092,0.00019651135,0.000258891,0.00006128974,0.0006202715,0.00007268746,0.00014180153],"category_scores_gemma":[0.0022760774,0.000047525235,0.000039822826,0.0005890911,0.00041739558,0.00021234859,0.000107115884,0.00042013198,0.000010729086],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000108143446,0.0002716985,0.41633597,0.00004806817,0.00006395439,7.494141e-7,0.5678114,0.0000055483365,0.0010491759,0.001292856,0.0001302595,0.012882128],"study_design_scores_gemma":[0.00035345647,0.0006450376,0.69467145,0.00009936401,0.0000036575361,1.99123e-7,0.2980882,0.000004145806,0.00045618822,0.0017177664,0.0039207065,0.000039849285],"about_ca_topic_score_codex":0.0027834964,"about_ca_topic_score_gemma":0.00012397903,"teacher_disagreement_score":0.27833548,"about_ca_system_score_codex":0.001263069,"about_ca_system_score_gemma":0.00079965853,"threshold_uncertainty_score":0.42078325},"labels":[],"label_agreement":null},{"id":"W3045936349","doi":"10.2196/20338","title":"Assessing YouTube as an Educational Tool for Shingles: Cross-Sectional Study","year":2020,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Shingles; Medicine; Scopus; Quality (philosophy); Cross-sectional study; Family medicine; Medical education; Academic integrity; Content analysis; MEDLINE; Psychology","score_opus":0.21804494168962846,"score_gpt":0.5301750167339493,"score_spread":0.31213007504432083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3045936349","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9717201,0.000026084701,0.000112243426,0.020391496,0.004294139,0.0024027976,0.000005671225,0.00011405294,0.00093342847],"genre_scores_gemma":[0.9908881,0.0000020139041,0.00081000774,0.0019732378,0.0032584185,0.0029743586,0.000046526344,0.000017806065,0.000029526176],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980701,0.00044609347,0.00039539472,0.0003662298,0.0003485635,0.0003736201],"domain_scores_gemma":[0.9971502,0.0019972099,0.0001661683,0.0001198713,0.00031682436,0.00024974608],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045922908,0.00010498556,0.00018601693,0.00006484113,0.0011141838,0.00032344417,0.00029270846,0.00020544305,0.0003525963],"category_scores_gemma":[0.0048964457,0.00012143316,0.00005415313,0.0002891784,0.00023537791,0.0008526317,0.00002490508,0.00018437627,0.00011437618],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023202398,0.00023737583,0.91417617,0.000030035611,0.000009959426,0.000001305598,0.07048767,0.0000027170831,0.00001100215,0.013580693,0.00069384,0.0007460319],"study_design_scores_gemma":[0.00044333193,0.00010639844,0.95032644,0.000003789375,0.000008780687,0.000009452396,0.024211569,0.00007489731,0.000011110946,0.0040503573,0.020593222,0.00016067742],"about_ca_topic_score_codex":0.00090667774,"about_ca_topic_score_gemma":0.00036977135,"teacher_disagreement_score":0.0462761,"about_ca_system_score_codex":0.00026145327,"about_ca_system_score_gemma":0.0023015486,"threshold_uncertainty_score":0.8569514},"labels":[],"label_agreement":null},{"id":"W3046119901","doi":"10.2196/21114","title":"Improving Neurosurgery education using Social-Media Case-based discussions: A Pilot Study (Preprint)","year":2020,"lang":"en","type":"article","venue":"JMIR Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Social media; Neurosurgery; Medical education; Psychology; Engineering; Medicine; Computer science; World Wide Web; Psychiatry","score_opus":0.13409004331164903,"score_gpt":0.43717774081122346,"score_spread":0.3030876974995744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3046119901","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9384116,0.000100528414,0.00021258458,0.044734456,0.012267401,0.0037185948,0.0000027739895,0.00024990435,0.00030214008],"genre_scores_gemma":[0.98271066,0.000010103858,0.00051645644,0.0047274767,0.008749568,0.003197878,0.000030477002,0.000043094326,0.000014294093],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99538505,0.0013790963,0.0007070399,0.00062097446,0.001388735,0.0005190865],"domain_scores_gemma":[0.9955762,0.0020654115,0.00043652864,0.00026589102,0.00039673044,0.0012592394],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0016753731,0.00021540873,0.00031119256,0.00019822127,0.0013584913,0.00014751838,0.00036628134,0.0001990724,0.00089807995],"category_scores_gemma":[0.041267514,0.00021859858,0.000079552534,0.0013282308,0.0003107572,0.00037889145,0.000065049244,0.00058606325,0.000069584516],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010030486,0.008728144,0.043992423,0.00023626746,0.000013718626,0.000026465663,0.3411702,0.0000034855848,0.00017959693,0.0012179791,0.007950875,0.59638053],"study_design_scores_gemma":[0.0017142979,0.00086444104,0.13979217,0.00048801553,0.00020984902,0.000044498665,0.81309205,0.0028505777,0.000043695425,0.00091768283,0.038613312,0.0013694206],"about_ca_topic_score_codex":0.010354335,"about_ca_topic_score_gemma":0.0016424418,"teacher_disagreement_score":0.5950111,"about_ca_system_score_codex":0.00074301206,"about_ca_system_score_gemma":0.024523646,"threshold_uncertainty_score":0.9999416},"labels":[],"label_agreement":null},{"id":"W3047169813","doi":"10.1016/j.ssci.2020.104931","title":"Use of social media platforms for promoting healthy employee lifestyles and occupational health and safety prevention: A systematic review","year":2020,"lang":"en","type":"review","venue":"Safety Science","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":30,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke; Université TÉLUQ","funders":"","keywords":"Social media; Promotion (chess); Psychological intervention; Health promotion; Scarcity; Workplace health promotion; Occupational safety and health; Intervention (counseling); Public relations; Environmental health; Psychology; Medicine; Public health; Political science; Nursing","score_opus":0.28079984455603035,"score_gpt":0.48584218681782565,"score_spread":0.2050423422617953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3047169813","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000033558063,0.9806675,0.00008901595,0.0034502451,0.0012058201,0.01431767,0.00017086482,0.000051216524,0.0000141276205],"genre_scores_gemma":[0.000029949362,0.99539936,0.001915296,0.00041456113,0.0006334319,0.0014897428,0.000086510474,0.000024604267,0.0000065612803],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9946536,0.00070304493,0.00205045,0.00069396454,0.001204314,0.0006946703],"domain_scores_gemma":[0.98854285,0.007697651,0.0023994858,0.00021840996,0.00044351834,0.00069807546],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.009595787,0.00030168,0.0024117087,0.00020226405,0.0023426164,0.00010018327,0.00048098565,0.00020666046,0.000009166599],"category_scores_gemma":[0.04156457,0.00025757984,0.00020895593,0.0017198318,0.0013458183,0.000673924,0.00013993705,0.00028729552,0.0000033010945],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014092256,0.000022344275,0.00007727896,0.72373426,0.000017292401,1.5392331e-7,0.024349146,8.345538e-9,7.988892e-9,0.008971091,0.000061082865,0.24275322],"study_design_scores_gemma":[0.0002764171,0.00031587784,0.0009894815,0.57487,0.00058809575,0.000013168817,0.0024396207,0.000009055741,3.2619585e-8,0.0008576275,0.41907415,0.00056647096],"about_ca_topic_score_codex":0.00018273733,"about_ca_topic_score_gemma":0.00040971636,"teacher_disagreement_score":0.41901308,"about_ca_system_score_codex":0.0008121246,"about_ca_system_score_gemma":0.016866751,"threshold_uncertainty_score":0.99998766},"labels":[],"label_agreement":null},{"id":"W3048304111","doi":"10.2196/21419","title":"Public Perceptions and Attitudes Toward COVID-19 Nonpharmaceutical Interventions Across Six Countries: A Topic Modeling Analysis of Twitter Data","year":2020,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":136,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Defence Science and Technology Group; Australian Government","keywords":"Psychological intervention; Pandemic; Public health; Social distance; Coronavirus disease 2019 (COVID-19); Social media; Geography; Medicine; Computer science; World Wide Web","score_opus":0.8347275073155691,"score_gpt":0.6813948206784908,"score_spread":0.15333268663707833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3048304111","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6875076,0.0008037857,0.016637906,0.29417872,0.0005253035,0.00024883522,0.000021722242,0.0000102401555,0.00006586105],"genre_scores_gemma":[0.9944413,0.0025913166,0.00026827666,0.0015066357,0.0011285819,0.000019739413,0.00001327208,0.000006707352,0.00002421603],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9941056,0.0013083423,0.0008683936,0.00024940635,0.0030190367,0.0004492184],"domain_scores_gemma":[0.992687,0.0038782237,0.00021700002,0.00021785157,0.0010509572,0.0019489811],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.014225458,0.000076900935,0.00039132143,0.00036459713,0.00025713234,0.00020806919,0.0014921423,0.00020945875,0.004613794],"category_scores_gemma":[0.061408184,0.0000664535,0.0001649773,0.0012614048,0.0011860257,0.00036783505,0.0005843853,0.0011754611,0.000011923248],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002060392,0.0007129019,0.44627938,0.0013010781,0.0016874801,0.00007446157,0.5074016,0.00007719042,0.000017547753,0.0045264675,0.023113001,0.014602879],"study_design_scores_gemma":[0.003021421,0.0010831702,0.051329367,0.0011937441,0.00126916,0.000035767804,0.31589618,0.34857413,0.000008366815,0.00093197986,0.27615196,0.00050472544],"about_ca_topic_score_codex":0.005122252,"about_ca_topic_score_gemma":0.004016003,"teacher_disagreement_score":0.39495,"about_ca_system_score_codex":0.00035573996,"about_ca_system_score_gemma":0.0024302586,"threshold_uncertainty_score":0.9962961},"labels":[],"label_agreement":null},{"id":"W3048442249","doi":"","title":"Young Physicians on YouTube: Helping Patients Connect with Health Care","year":2020,"lang":"en","type":"article","venue":"UBC Faculty of Medicine medical journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Perspective (graphical); Medicine; Medical information; Health care; Health professionals; Medical advice; Medical care; Opinion leadership; Family medicine; Medical education; Nursing; Public relations","score_opus":0.08542484536331124,"score_gpt":0.4081663222068005,"score_spread":0.32274147684348925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3048442249","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.51295185,0.00059766095,0.00042626483,0.4768146,0.004936581,0.00097012776,0.000020915364,0.00007454317,0.0032074878],"genre_scores_gemma":[0.97542554,0.00028168823,0.00031652465,0.016674245,0.007192587,0.000023276214,0.00005468244,0.00002243112,0.000009017928],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99446714,0.0005686571,0.0006719624,0.00024994527,0.0034878044,0.0005544844],"domain_scores_gemma":[0.9965235,0.0007362652,0.00060535304,0.00010231881,0.00062639336,0.0014061518],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0013200601,0.00017284146,0.00055226515,0.00009239096,0.00071238197,0.000017601154,0.0004354799,0.00014704918,0.00040916266],"category_scores_gemma":[0.014313878,0.00012466843,0.00007215224,0.0005196696,0.0008724151,0.00012591766,0.000022836302,0.00088674185,0.00001643926],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017264266,0.00016275301,0.0516947,0.00018123235,0.000054055192,0.00002004742,0.62417674,0.000004411065,0.0000028893064,0.0006423172,0.040499877,0.2823883],"study_design_scores_gemma":[0.011638293,0.010293426,0.12905225,0.0060922285,0.0001368803,0.000021297423,0.67247885,0.00006688664,0.00004601953,0.00013723895,0.16940549,0.00063112075],"about_ca_topic_score_codex":0.0027888007,"about_ca_topic_score_gemma":0.0008074293,"teacher_disagreement_score":0.46247372,"about_ca_system_score_codex":0.0004519314,"about_ca_system_score_gemma":0.0021515621,"threshold_uncertainty_score":0.993989},"labels":[],"label_agreement":null},{"id":"W3048527896","doi":"10.1186/s13063-020-04628-0","title":"Recruitment and retention of mothers of preschoolers and school-aged children in a social media-delivered healthy eating intervention: lessons learned from a randomized controlled trial","year":2020,"lang":"en","type":"article","venue":"Trials","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval","funders":"Instituto Danone; Danone Institute of Canada; Danone","keywords":"Medicine; Randomized controlled trial; Intervention (counseling); Social media; Developmental psychology; Clinical psychology; Gerontology; Psychiatry; Psychology","score_opus":0.4441985994782057,"score_gpt":0.4852782363971349,"score_spread":0.041079636918929185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3048527896","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96851856,0.0012082568,0.000026966494,0.012053928,0.0009459065,0.017112937,0.000032801217,0.000025006904,0.0000756644],"genre_scores_gemma":[0.99470913,0.0011913296,0.00037685697,0.000069532056,0.0013053091,0.0023099575,0.000021074118,0.00001196323,0.000004822654],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9869838,0.010149351,0.0019007169,0.00029979477,0.00045187265,0.00021446579],"domain_scores_gemma":[0.9844707,0.013408125,0.0017500615,0.00007548652,0.00009826595,0.00019734779],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.014035763,0.00012759962,0.002112965,0.00012219597,0.00018611198,0.00003456253,0.000113604045,0.00019348609,0.00021239439],"category_scores_gemma":[0.09283687,0.00011768122,0.00029195563,0.00027912136,0.00031025163,0.00013520465,0.000029337461,0.00019508018,0.0000011676602],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.866337,0.00013552303,0.0032919312,0.00006430623,0.0002487745,2.3148702e-7,0.11742953,0.0000017328954,0.0003983276,0.00041965162,0.0000946711,0.011578302],"study_design_scores_gemma":[0.96311086,0.00022415076,0.0205019,0.00019338874,0.000252903,3.3276272e-8,0.0116489725,0.000045087163,0.000038165555,0.0038578035,0.000015569509,0.000111176116],"about_ca_topic_score_codex":0.011050148,"about_ca_topic_score_gemma":0.0009044026,"teacher_disagreement_score":0.10578056,"about_ca_system_score_codex":0.00011287166,"about_ca_system_score_gemma":0.00039172143,"threshold_uncertainty_score":0.9955354},"labels":[],"label_agreement":null},{"id":"W3048554027","doi":"10.1111/eje.12585","title":"The relationship between Facebook behaviour and e‐professionalism: A questionnaire‐based cross‐sectional study among Greek dental students","year":2020,"lang":"en","type":"article","venue":"European Journal Of Dental Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social media; Affect (linguistics); Psychology; Computer-assisted web interviewing; Medical education; Perception; Cross-sectional study; Quarter (Canadian coin); Medicine","score_opus":0.17253200090049794,"score_gpt":0.4641397590195194,"score_spread":0.2916077581190215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3048554027","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99162287,0.00020337611,0.00004474725,0.0019013346,0.004847911,0.0011646926,0.0000029177238,0.000023815419,0.00018835011],"genre_scores_gemma":[0.99725807,0.000009556129,0.0000732533,0.00017635242,0.002293148,0.00005872033,0.000008173501,0.000022450275,0.00010024923],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9954183,0.00242359,0.000710025,0.00018654915,0.0010608245,0.00020068158],"domain_scores_gemma":[0.9972608,0.0012490706,0.0007153522,0.00009252553,0.00032045954,0.00036179728],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0033471684,0.00011937018,0.00013498323,0.00009860251,0.0016633003,0.00037186392,0.00043936225,0.000046981935,0.000028548753],"category_scores_gemma":[0.004388279,0.00010473357,0.00007155431,0.00028962115,0.00034444983,0.0004700801,0.00005443221,0.00047150368,0.000044084045],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042639847,0.00022901082,0.97443765,0.0000075992425,0.000013494281,0.000005164432,0.022622116,0.0000019204572,0.00000224876,0.00007286638,0.00020661093,0.0023586955],"study_design_scores_gemma":[0.00053469336,0.00021839945,0.9648716,0.00007052433,0.00004143141,0.0000056934773,0.03368122,0.0000011852836,0.0000024434114,0.00007405771,0.00040604186,0.000092718714],"about_ca_topic_score_codex":0.00045041012,"about_ca_topic_score_gemma":0.00022697628,"teacher_disagreement_score":0.011059107,"about_ca_system_score_codex":0.00035276724,"about_ca_system_score_gemma":0.0010886681,"threshold_uncertainty_score":0.9996364},"labels":[],"label_agreement":null},{"id":"W3048566535","doi":"","title":"Caution and guidance for the social media savvy physician","year":2020,"lang":"en","type":"article","venue":"UBC Faculty of Medicine medical journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Publishing; Publication; Social media; Public relations; Scale (ratio); Psychology; Medicine; Internet privacy; Advertising; Political science; Business; Law; Computer science","score_opus":0.1762207904148966,"score_gpt":0.44976362075785925,"score_spread":0.2735428303429627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3048566535","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.051338747,0.0022250942,0.0034284268,0.9366135,0.004989483,0.00071432756,0.000015626933,0.000035854875,0.0006389266],"genre_scores_gemma":[0.9443769,0.0012401596,0.0006556009,0.01255449,0.041018683,0.000100091915,0.00001815934,0.000019371513,0.00001654747],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99692744,0.0003011678,0.00053064805,0.00015763882,0.0017353223,0.0003477643],"domain_scores_gemma":[0.994126,0.0043931413,0.00038260198,0.000055490553,0.0003775008,0.00066522864],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0032115916,0.000109936664,0.00032752802,0.000037920665,0.0011149046,0.000018901177,0.00039721717,0.00017595003,0.00023837273],"category_scores_gemma":[0.046532292,0.000071723094,0.00007713378,0.00031309883,0.0019143523,0.00010817868,0.000028299792,0.000506887,0.0000037742104],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008403587,0.00004292526,0.0017100353,0.00009102752,0.000047476933,0.00000384593,0.29796624,5.9023074e-7,0.00008546566,0.008916363,0.13562058,0.5554314],"study_design_scores_gemma":[0.003955069,0.00037760846,0.08013141,0.00047456077,0.00021720283,0.000013832315,0.15410739,0.0005220042,0.000039710107,0.0051085963,0.75480366,0.00024898475],"about_ca_topic_score_codex":0.00038626906,"about_ca_topic_score_gemma":0.0003002027,"teacher_disagreement_score":0.92405903,"about_ca_system_score_codex":0.00009639499,"about_ca_system_score_gemma":0.00084327866,"threshold_uncertainty_score":0.96149915},"labels":[],"label_agreement":null},{"id":"W3049111542","doi":"10.1200/go.20.00326","title":"Social Media Perceptions of Surgical Cancer Care in the Era of COVID-19: A Global Cross-Sectional Study","year":2020,"lang":"en","type":"article","venue":"JCO Global Oncology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social media; Pandemic; Context (archaeology); Cross-sectional study; Coronavirus disease 2019 (COVID-19); Globe; Medicine; Family medicine; Descriptive statistics; Political science; Geography; Pathology; Disease; Ophthalmology","score_opus":0.1640563630722614,"score_gpt":0.5454730187604736,"score_spread":0.3814166556882122,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3049111542","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95903134,0.0002239072,0.0000028677002,0.033957247,0.002207649,0.0010692863,0.00023729808,0.000024749635,0.0032456769],"genre_scores_gemma":[0.996357,0.00007864364,0.000039020488,0.0009788792,0.0021179297,0.0004095878,0.000014887992,0.0000032539026,7.624706e-7],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968053,0.0014238075,0.0005236407,0.00025167913,0.0006846006,0.00031098956],"domain_scores_gemma":[0.9974398,0.0016863386,0.0002514056,0.00008052702,0.00030248755,0.00023944193],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009141028,0.000095032,0.00032946025,0.000018532897,0.00039054774,0.000016606435,0.000417226,0.00029684228,0.00048958283],"category_scores_gemma":[0.0035699168,0.0000856311,0.00010197579,0.0011528041,0.0008921708,0.00007032215,0.000053331805,0.0002662675,0.000009609863],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014050092,0.00028022644,0.7720236,0.000021748916,0.000010303963,0.000007367623,0.21711487,0.000021768114,5.027676e-7,0.006601516,0.0007885687,0.0029890048],"study_design_scores_gemma":[0.00085255696,0.00023570363,0.82653767,0.000001988811,0.00001775619,0.0000013516069,0.14322838,0.000001935668,8.949264e-8,0.0005505895,0.028514938,0.00005706556],"about_ca_topic_score_codex":0.05246645,"about_ca_topic_score_gemma":0.20006678,"teacher_disagreement_score":0.14760034,"about_ca_system_score_codex":0.0030861876,"about_ca_system_score_gemma":0.006959677,"threshold_uncertainty_score":0.9986699},"labels":[],"label_agreement":null},{"id":"W3049137357","doi":"10.2196/18518","title":"How Health Care Organizations Approach Social Media Measurement: Qualitative Study","year":2020,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Benchmarking; Social media; Health care; Social media analytics; Thematic analysis; Sophistication; Qualitative research; Public relations; Psychology; Knowledge management; Computer science; Business; Sociology; Political science; Marketing; World Wide Web; Social science","score_opus":0.5125908508338182,"score_gpt":0.5758557183274072,"score_spread":0.06326486749358906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3049137357","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5137621,0.0016009177,0.0018774907,0.42610896,0.0039526806,0.028019566,0.00023278901,0.0008284613,0.023617001],"genre_scores_gemma":[0.9954704,0.00003321227,0.00022386649,0.00021309918,0.0017565242,0.0022030124,0.000061177154,0.000027758202,0.000010967871],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.986899,0.007740689,0.00036350728,0.0003493231,0.003768091,0.000879398],"domain_scores_gemma":[0.9932104,0.0018363451,0.00019801637,0.00014063845,0.0040153656,0.0005992576],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0061346823,0.00014449957,0.00031373664,0.00022145333,0.0038482547,0.00029576584,0.0005236844,0.00012443535,0.0000628506],"category_scores_gemma":[0.014615174,0.00014563279,0.000046386856,0.0041721845,0.00059730513,0.0006745807,0.00011652231,0.00078296947,0.00009659473],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001541502,0.00028472903,0.00021488825,0.00013370653,0.000021821781,2.7128056e-7,0.97491586,1.3353242e-7,0.0000025527115,0.007791497,0.01045548,0.0061636227],"study_design_scores_gemma":[0.0003993549,0.00026612033,0.005287039,0.000011232355,0.0000035537416,4.0130132e-8,0.97848016,0.000005850733,0.000007211102,0.0002556284,0.015159151,0.0001246395],"about_ca_topic_score_codex":0.0013774312,"about_ca_topic_score_gemma":0.0019306791,"teacher_disagreement_score":0.48170826,"about_ca_system_score_codex":0.0021665161,"about_ca_system_score_gemma":0.0040737432,"threshold_uncertainty_score":0.9974486},"labels":[],"label_agreement":null},{"id":"W3049290288","doi":"10.2196/21416","title":"Defining the Digital Self: A Qualitative Study to Explore the Digital Component of Professional Identity in the Health Professions","year":2020,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hamilton Health Sciences; University of British Columbia; McMaster University Medical Centre; McMaster University","funders":"","keywords":"Snowball sampling; Social media; Thematic analysis; Identity (music); Qualitative research; Professional development; Knowledge translation; Medical education; Psychology; Social constructivism; Social identity theory; Sociology; Pedagogy; Medicine; Social psychology; Social group; Knowledge management; Social science; World Wide Web; Computer science","score_opus":0.4828098762750698,"score_gpt":0.6413665278434345,"score_spread":0.15855665156836468,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3049290288","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.66017485,0.00020009604,0.000036004654,0.3373506,0.0007977929,0.0012457882,0.0000032740531,0.000004351508,0.00018725968],"genre_scores_gemma":[0.99771696,0.000053728367,0.000019505458,0.0012032709,0.0008096312,0.00016632935,0.0000015522253,0.000007435375,0.000021603502],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98291945,0.008325178,0.0009954581,0.00016512873,0.007105523,0.00048927066],"domain_scores_gemma":[0.97851586,0.019725667,0.00042724333,0.00016717764,0.00058663404,0.0005774338],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.0324581,0.00008304162,0.00027394583,0.00012477396,0.0005029589,0.00023352828,0.0021014435,0.0000730149,0.0001062755],"category_scores_gemma":[0.048195872,0.0000375283,0.000084946085,0.0013258514,0.0006388624,0.00035163658,0.0004149304,0.0022515892,0.000027283684],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001063244,0.00097006327,0.010466516,0.000027682376,0.000026142174,0.000010868398,0.9631175,4.0297178e-7,2.502945e-7,0.006649062,0.012606853,0.0060183355],"study_design_scores_gemma":[0.00028371258,0.0008762594,0.021758579,0.00035551068,0.0000032875396,0.0000028975978,0.96828026,0.000029653234,9.16431e-7,0.000995804,0.0073770606,0.000036081143],"about_ca_topic_score_codex":0.0025684307,"about_ca_topic_score_gemma":0.0017029628,"teacher_disagreement_score":0.33754212,"about_ca_system_score_codex":0.0003265849,"about_ca_system_score_gemma":0.0035920686,"threshold_uncertainty_score":0.996288},"labels":[],"label_agreement":null},{"id":"W3049715574","doi":"10.1016/j.brachy.2020.07.003","title":"#ThisIsBrachytherapy: Increasing awareness of brachytherapy","year":2020,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Bristol-Myers Squibb Canada; Varian Medical Systems; AstraZeneca","keywords":"Brachytherapy; Medicine; Social media; Geolocation; Influencer marketing; Radiation oncology; Family medicine; Medical education; World Wide Web; Surgery; Radiation therapy; Marketing","score_opus":0.155649485245035,"score_gpt":0.41459268864208415,"score_spread":0.2589432033970491,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3049715574","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9636944,0.0021485782,0.0008607694,0.027168129,0.0022438688,0.0013805008,0.00001122744,0.00030169284,0.0021908665],"genre_scores_gemma":[0.9870107,0.0022221552,0.0024376877,0.0050510964,0.0029143419,0.00026118924,0.00001256596,0.00006489029,0.000025359315],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964707,0.001110472,0.000624475,0.0004515218,0.00076155225,0.0005812968],"domain_scores_gemma":[0.99639726,0.0020475732,0.00044841695,0.00031807972,0.000319043,0.00046962666],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014424562,0.00023389625,0.00050760113,0.000120138066,0.0006141966,0.000063440224,0.0004979622,0.00026551742,0.0008216904],"category_scores_gemma":[0.002095076,0.0002559808,0.00017006307,0.0012057364,0.00044098566,0.00044470577,0.000020805282,0.00029177495,0.000057440262],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00066064426,0.00030500916,0.4122689,0.000121318386,0.00010561562,0.000006613903,0.20842257,0.00002596387,0.006102073,0.023423344,0.000886024,0.34767193],"study_design_scores_gemma":[0.0032677206,0.0008884764,0.2962806,0.00016931132,0.00005350603,0.0000068488907,0.013993298,0.00031429477,0.003990886,0.0058239927,0.6739953,0.0012157372],"about_ca_topic_score_codex":0.006772179,"about_ca_topic_score_gemma":0.00047529102,"teacher_disagreement_score":0.6731093,"about_ca_system_score_codex":0.00015553985,"about_ca_system_score_gemma":0.0011276652,"threshold_uncertainty_score":0.9999893},"labels":[],"label_agreement":null},{"id":"W3060984286","doi":"10.2196/21584","title":"Breast Self-Examination System Using Multifaceted Trustworthiness: Observational Study","year":2020,"lang":"en","type":"article","venue":"JMIR Medical Informatics","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Observational study; Computer science; Trustworthiness; Medicine; Medical physics; Computer security; Pathology","score_opus":0.19842550592274333,"score_gpt":0.4266186121129493,"score_spread":0.228193106190206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3060984286","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98925084,0.000011705383,0.0008065409,0.0041150525,0.002116792,0.0022127845,0.000007102261,0.00039302028,0.0010861802],"genre_scores_gemma":[0.99222374,0.0000062596077,0.0047581885,0.00072166196,0.001868526,0.0003753409,0.000027425269,0.000011921985,0.0000069267844],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9967057,0.0003898255,0.000740983,0.000103214355,0.0017472485,0.0003130407],"domain_scores_gemma":[0.997811,0.0007984802,0.0003015555,0.00010766365,0.00037067904,0.00061059213],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001577682,0.00011671371,0.00021651613,0.00005971161,0.00050097203,0.00007183488,0.00030301718,0.00023608495,0.00021203948],"category_scores_gemma":[0.0020795797,0.000116613104,0.000037675356,0.0008686234,0.00013538453,0.0006481424,0.000050238086,0.00030810386,0.000099562305],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010627652,0.0003589471,0.10468402,0.00055530376,0.000034363715,0.0000051648753,0.8385905,0.00003579112,8.976114e-7,0.0064968215,0.00036071887,0.048866827],"study_design_scores_gemma":[0.001169023,0.0000984282,0.22537065,0.00019517748,0.000052989406,0.000014505917,0.48768988,0.27490863,0.0000015979386,0.000021341248,0.010172838,0.0003049477],"about_ca_topic_score_codex":0.0006223052,"about_ca_topic_score_gemma":0.000108518136,"teacher_disagreement_score":0.35090065,"about_ca_system_score_codex":0.00056872115,"about_ca_system_score_gemma":0.0013349166,"threshold_uncertainty_score":0.47553444},"labels":[],"label_agreement":null},{"id":"W3081111583","doi":"10.46624/bjmhr.2019.v6.i03.005","title":"New Face of Clinical Teaching and Learning: Social Media in Medical Education Use of WhatsApp among Medical Students in Clinical Teaching at Oman Medical College","year":2019,"lang":"en","type":"article","venue":"British Journal of Medical and Health Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Saskatchewan Health; Saskatchewan Health Authority","funders":"","keywords":"Medical education; Social media; Face (sociological concept); Psychology; Medicine; Sociology; Computer science; Social science","score_opus":0.3710069462442048,"score_gpt":0.617620981341501,"score_spread":0.24661403509729618,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3081111583","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91398704,0.002931486,0.000015639527,0.07910444,0.002909881,0.0008597149,0.0000030660228,0.000009799703,0.00017893092],"genre_scores_gemma":[0.9619947,0.032229297,0.0004457628,0.0012237558,0.0039274194,0.000024735438,0.000007954825,0.000027853825,0.0001184836],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.95168674,0.023314415,0.004975426,0.00056168146,0.018372206,0.0010895248],"domain_scores_gemma":[0.9493075,0.042488333,0.0014509993,0.00016957632,0.0005589003,0.006024683],"candidate_categories":["metaresearch","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","research_integrity"],"category_scores_codex":[0.23513529,0.00017957136,0.0015958855,0.00058036525,0.00073971326,0.00010018044,0.0014104586,0.0018044481,0.0013548183],"category_scores_gemma":[0.38230595,0.00018519445,0.0001700705,0.0006481931,0.0024430007,0.0004606033,0.000682883,0.013342829,0.000004515525],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000116605755,0.000891499,0.5384841,0.00021973667,0.000015951391,0.000119586315,0.014081854,7.134745e-8,6.097945e-8,0.0007514893,0.006155572,0.43916348],"study_design_scores_gemma":[0.0039389706,0.00051600806,0.9470665,0.0064391554,0.000008261701,0.00014788687,0.021804819,0.00020330622,1.1277596e-7,0.0003377479,0.01940014,0.00013708521],"about_ca_topic_score_codex":0.058662828,"about_ca_topic_score_gemma":0.10245998,"teacher_disagreement_score":0.4390264,"about_ca_system_score_codex":0.00048850867,"about_ca_system_score_gemma":0.03431994,"threshold_uncertainty_score":0.9995581},"labels":[],"label_agreement":null},{"id":"W3081137337","doi":"10.1097/jsm.0000000000000840","title":"Social Media and the Sports Medicine Physician","year":2020,"lang":"en","type":"article","venue":"Clinical Journal of Sport Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social media; Health care; Public health; Population; Variety (cybernetics); Sports medicine","score_opus":0.24717483012590669,"score_gpt":0.5046186105274534,"score_spread":0.2574437804015467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3081137337","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33459258,0.0022820793,0.00001597021,0.6511161,0.007748872,0.00039983983,3.3233286e-7,0.00002050413,0.0038237309],"genre_scores_gemma":[0.9137844,0.0052698837,0.0000638611,0.019357232,0.061490845,0.000007016212,0.0000018721494,0.000013436208,0.00001149273],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962798,0.00023140972,0.0016749348,0.00017968433,0.0013529654,0.00028125814],"domain_scores_gemma":[0.9921242,0.0050633773,0.0014539624,0.00010116785,0.00050919055,0.0007480785],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0091379015,0.00013165636,0.000980679,0.00006157355,0.00037812593,0.000008627979,0.00038712446,0.0001726309,0.00024785154],"category_scores_gemma":[0.018592184,0.00007534272,0.00013213627,0.00051513687,0.005412704,0.00013686692,0.000029728546,0.0008252867,0.0000052312243],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011639368,0.00012247708,0.18337347,0.00006358165,0.00010009409,0.00012769528,0.36097965,2.4078463e-7,0.0000039957604,0.061182857,0.075961106,0.31692088],"study_design_scores_gemma":[0.0066543105,0.00040696547,0.41889003,0.0003881044,0.00040485853,0.0000100896705,0.050413318,0.000006445278,0.0000010049689,0.016455296,0.5062156,0.00015401575],"about_ca_topic_score_codex":0.00020111489,"about_ca_topic_score_gemma":0.000041921114,"teacher_disagreement_score":0.63175887,"about_ca_system_score_codex":0.000047242494,"about_ca_system_score_gemma":0.0005294429,"threshold_uncertainty_score":0.997294},"labels":[],"label_agreement":null},{"id":"W3081371032","doi":"10.1007/s40037-020-00613-0","title":"Good practices in harnessing social media for scholarly discourse, knowledge translation, and education","year":2020,"lang":"en","type":"article","venue":"Perspectives on Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; University of British Columbia","funders":"Physicians' Services Incorporated Foundation","keywords":"Social media; Snowball sampling; Grounded theory; Qualitative research; Social constructivism; Public relations; Sociology; Medical education; Psychology; Pedagogy; Medicine; Social science; Computer science; Political science","score_opus":0.19678271158081084,"score_gpt":0.5054677003367807,"score_spread":0.30868498875596984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3081371032","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.50327873,0.008643977,0.00039445263,0.46562374,0.0064096744,0.0025338717,0.0000071100476,0.000118460135,0.0129899625],"genre_scores_gemma":[0.9876807,0.00069651403,0.0013255925,0.0011322197,0.007823652,0.0012466136,0.000037280584,0.000023447925,0.000034023822],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99768335,0.00058115664,0.00033465066,0.00047518336,0.0006236671,0.00030198428],"domain_scores_gemma":[0.994175,0.004253977,0.00038212427,0.0000918983,0.00052529376,0.00057167996],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001560199,0.00013733815,0.00020666863,0.00018746952,0.00066579145,0.00022363247,0.00021665222,0.0002690292,0.00014966496],"category_scores_gemma":[0.087632224,0.00015098025,0.000045311004,0.000738393,0.00040621252,0.0011877632,0.000011228313,0.0004641698,0.000014953427],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041596817,0.0006617037,0.003786056,0.000060643433,0.0000047838066,5.1388188e-8,0.5866667,7.955513e-8,0.000008008414,0.046554808,0.00092057145,0.361295],"study_design_scores_gemma":[0.000593691,0.00007249536,0.066155836,0.00017170802,0.000037388374,4.5947374e-7,0.8762756,0.0001292975,0.000007915161,0.0051181903,0.051197223,0.00024021929],"about_ca_topic_score_codex":0.000818988,"about_ca_topic_score_gemma":0.0019124307,"teacher_disagreement_score":0.48440188,"about_ca_system_score_codex":0.0005082453,"about_ca_system_score_gemma":0.010266439,"threshold_uncertainty_score":0.99534446},"labels":[],"label_agreement":null},{"id":"W3081999168","doi":"10.31080/asop.2020.03.0156","title":"A New Approach to Microsurgical Medical Education: Mobile Phone Repairs","year":2020,"lang":"en","type":"article","venue":"Acta Scientific Ophthalmology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Mobile phone; Phone; Computer science; Telecommunications","score_opus":0.10467833348880316,"score_gpt":0.4137395363555262,"score_spread":0.309061202866723,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3081999168","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82951474,0.00024393006,0.00010178253,0.078211404,0.02438191,0.0020120516,0.0000046830787,0.00018337909,0.06534612],"genre_scores_gemma":[0.9800859,0.0000106633925,0.008055322,0.002094154,0.0038483927,0.00089095056,0.00004151959,0.00002234821,0.0049507166],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99656063,0.00054080755,0.00041223803,0.00085999916,0.0009718412,0.00065447035],"domain_scores_gemma":[0.9963778,0.00072888826,0.000119788216,0.00038331997,0.00023095986,0.0021591997],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0019347076,0.00014269409,0.00028019276,0.00013677742,0.0008323092,0.00017231761,0.0009277223,0.0003370409,0.008794548],"category_scores_gemma":[0.010907399,0.00015279998,0.00008740481,0.0020314376,0.00067376543,0.0001771346,0.00014377008,0.00031081325,0.0015372853],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007416242,0.0008741097,0.011316273,0.00006185509,0.000020257265,0.000028249724,0.15130714,0.000004009384,0.00045350374,0.007060437,0.7999229,0.028877104],"study_design_scores_gemma":[0.00022021012,0.000082663224,0.0030362373,0.000015708034,0.000011565276,0.00010398628,0.008652292,0.000033328153,0.000055547924,0.00043950483,0.9871157,0.00023325844],"about_ca_topic_score_codex":0.0023828202,"about_ca_topic_score_gemma":0.000048863298,"teacher_disagreement_score":0.1871928,"about_ca_system_score_codex":0.00022307406,"about_ca_system_score_gemma":0.0096583925,"threshold_uncertainty_score":0.99924016},"labels":[],"label_agreement":null},{"id":"W3082028856","doi":"","title":"Social media-Canada","year":2016,"lang":"en","type":"article","venue":"The International Journal of Evidence & Proof","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social media; Media studies; Political science; Sociology; Law","score_opus":0.31877108067362686,"score_gpt":0.4632453971916218,"score_spread":0.14447431651799492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3082028856","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29805186,0.000736897,0.00020866508,0.6797245,0.019963024,0.00034780978,0.0000034060424,0.000010664067,0.0009531529],"genre_scores_gemma":[0.9902457,0.00038496495,0.00006966251,0.0007186431,0.008399184,0.000034873276,1.0965897e-7,0.000005796932,0.0001410643],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973187,0.00028035225,0.00038418925,0.00007357738,0.0017566219,0.00018656743],"domain_scores_gemma":[0.9906169,0.007462498,0.0005273603,0.00006771726,0.0012219063,0.00010358189],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002356837,0.000059177975,0.00010997832,0.00005763995,0.0002481285,0.000050646053,0.00114946,0.0000441561,0.00027510992],"category_scores_gemma":[0.024041556,0.00002970229,0.00006276303,0.00013415227,0.00025868535,0.00049601693,0.00003968155,0.00014300358,0.0000105453955],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018421386,0.000057980054,0.01720159,0.000006163502,0.00009267794,0.000025307168,0.03292861,0.0000015456188,0.00042873982,0.021036612,0.07886099,0.8491756],"study_design_scores_gemma":[0.00051091774,0.00006274969,0.10149526,0.0008351182,0.00005843928,0.00003671511,0.00821648,0.0000016630266,0.0028006306,0.040761027,0.8449598,0.00026121605],"about_ca_topic_score_codex":0.045901027,"about_ca_topic_score_gemma":0.2517957,"teacher_disagreement_score":0.8489144,"about_ca_system_score_codex":0.0009980932,"about_ca_system_score_gemma":0.0036290719,"threshold_uncertainty_score":0.9841794},"labels":[],"label_agreement":null},{"id":"W3083831347","doi":"10.1111/jgs.16790","title":"Health Forums and Twitter for Dementia Research: Opportunities and Considerations","year":2020,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Clinical Evaluative Sciences; Baycrest Hospital; McMaster University; Women's College Hospital; University of Toronto","funders":"","keywords":"Dementia; Medicine; Thematic analysis; Social media; Point (geometry); Gerontology; World Wide Web; Qualitative research; Computer science; Disease; Sociology; Pathology","score_opus":0.520495638329091,"score_gpt":0.48889208153551517,"score_spread":0.03160355679357579,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3083831347","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40277177,0.0018144188,0.00034585298,0.5936672,0.0007632166,0.0005819104,0.0000056704994,0.000007173423,0.000042808762],"genre_scores_gemma":[0.9632754,0.010209854,0.0103736445,0.014226852,0.0018518427,0.000037240487,3.6796106e-7,0.000011551387,0.000013271244],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99843884,0.00049128314,0.0003101673,0.00009115364,0.0003968433,0.0002716976],"domain_scores_gemma":[0.9965209,0.0020602655,0.00063363713,0.0000613878,0.0004182039,0.0003056037],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0028502056,0.00005443454,0.00020896798,0.000031113766,0.001342051,0.000103062775,0.00012014827,0.000030236813,0.000005787656],"category_scores_gemma":[0.003400142,0.00004362619,0.000094971125,0.00034887175,0.0008567459,0.00012935828,0.00005256688,0.00023731323,1.9707434e-7],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000066133,0.000064447755,0.041301794,0.0001778954,0.0001714651,7.7643614e-7,0.43657374,0.0000038541602,0.000093749535,0.012660327,0.46912503,0.03976078],"study_design_scores_gemma":[0.00080478826,0.0011705344,0.0500717,0.00004977011,0.0001226548,0.000012210635,0.4396226,0.000105295294,0.00002264453,0.017416937,0.49038336,0.00021749131],"about_ca_topic_score_codex":0.0008331993,"about_ca_topic_score_gemma":0.00007258447,"teacher_disagreement_score":0.57944036,"about_ca_system_score_codex":0.00013599114,"about_ca_system_score_gemma":0.0016053171,"threshold_uncertainty_score":0.99995804},"labels":[],"label_agreement":null},{"id":"W3084222491","doi":"10.1177/1556984520951656","title":"A Cardiothoracic Surgeon’s Playbook for Social Media and Digital Scholarship","year":2020,"lang":"en","type":"article","venue":"Innovations Technology and Techniques in Cardiothoracic and Vascular Surgery","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Scholarship; Social media; Cardiothoracic surgery; General surgery; Medicine; Computer science; Political science; World Wide Web; Surgery; Law","score_opus":0.10047780301374208,"score_gpt":0.3765897408420557,"score_spread":0.2761119378283136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3084222491","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9644319,0.0039722845,0.0045716083,0.023159346,0.0007189835,0.0017721484,0.00005704178,0.00082291407,0.0004937841],"genre_scores_gemma":[0.99379253,0.0015814796,0.0025515116,0.00026203753,0.0005700682,0.0011811083,0.00002971368,0.000028172873,0.0000033445624],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982717,0.00017048395,0.00045462605,0.00045725796,0.00023633316,0.00040958097],"domain_scores_gemma":[0.99657774,0.0027520924,0.00013822192,0.00014776309,0.00026509227,0.00011906443],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0022341828,0.00018594279,0.0005552151,0.0008999491,0.0007105318,0.00012653816,0.00012111381,0.0007009549,0.000003332438],"category_scores_gemma":[0.011183074,0.0002169686,0.00009578874,0.0020956204,0.00081229286,0.00046964947,0.000086081425,0.00047174888,7.9089716e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002777134,0.000028574208,0.38707647,0.00018008714,0.00007093853,0.000006694942,0.005424621,4.581913e-8,0.00005803799,0.0639205,0.00053526065,0.542671],"study_design_scores_gemma":[0.00069470314,0.00012318685,0.15297239,0.00042457416,0.00021849356,0.00003717318,0.011898951,0.000025866995,0.0015214625,0.087317586,0.74306345,0.0017021521],"about_ca_topic_score_codex":0.000042216565,"about_ca_topic_score_gemma":0.000038094702,"teacher_disagreement_score":0.7425282,"about_ca_system_score_codex":0.000101406236,"about_ca_system_score_gemma":0.0003328583,"threshold_uncertainty_score":0.9971461},"labels":[],"label_agreement":null},{"id":"W3086609174","doi":"10.2196/19171","title":"Instagram as a Window to Societal Perspective on Mental Health, Gender, and Race: Observational Pilot Study","year":2020,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mental health; Psychology; Race (biology); Observational study; Set (abstract data type); Social media; Social psychology; Gerontology; Medicine; Psychiatry; Gender studies; Sociology; Computer science","score_opus":0.2732986006426514,"score_gpt":0.5049699067644734,"score_spread":0.23167130612182202,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3086609174","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.71633446,0.00030202564,0.0000020621085,0.2723798,0.0015716902,0.008348876,0.000062538405,0.000111706926,0.0008868281],"genre_scores_gemma":[0.95637155,0.00023493773,0.00038433968,0.04060621,0.0011815174,0.001067898,0.000050534698,0.000028271876,0.00007475143],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99636525,0.0007781411,0.0004541654,0.00060829415,0.001096848,0.00069733086],"domain_scores_gemma":[0.99789506,0.00029137026,0.00024383848,0.00012690556,0.000099412,0.0013434294],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0010662735,0.00020877956,0.00035458352,0.000075606695,0.0022478763,0.000078923505,0.00020665069,0.000057341305,0.00012093844],"category_scores_gemma":[0.00037245447,0.0002318555,0.000044674947,0.0006616624,0.00016944394,0.0002360721,0.00007714765,0.00035275467,0.00012255034],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003868899,0.0017159049,0.035309907,0.00007910419,0.000025463862,8.99874e-7,0.92580616,8.0125693e-7,0.00001730973,0.013048454,0.015781613,0.007827467],"study_design_scores_gemma":[0.0014749331,0.010286289,0.3793736,0.000044411965,0.000002998537,0.0000011948338,0.5836827,0.000010281157,0.000003409698,0.0003910385,0.024499128,0.00022999205],"about_ca_topic_score_codex":0.023506656,"about_ca_topic_score_gemma":0.0040452913,"teacher_disagreement_score":0.3440637,"about_ca_system_score_codex":0.0039617172,"about_ca_system_score_gemma":0.0031297626,"threshold_uncertainty_score":0.9998619},"labels":[],"label_agreement":null},{"id":"W3087439817","doi":"10.20381/ruor-25252","title":"Social Media in Educational Practice: A Case Study of an Ontario School of Nursing","year":2020,"lang":"en","type":"dissertation","venue":"uO Research (University of Ottawa)","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nursing; Social media; Pedagogy; Nursing practice; Medicine; Sociology; Psychology; Political science","score_opus":0.31023742044331626,"score_gpt":0.5348822207842673,"score_spread":0.22464480034095102,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3087439817","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97008306,0.000023300523,3.2805823e-7,0.0024124873,0.00081230863,0.0015807787,0.000010742867,0.000007862949,0.02506914],"genre_scores_gemma":[0.9981687,0.000028539585,0.0006169994,0.000003012201,0.00039602135,0.000012689024,0.00013968766,0.00001393345,0.00062038464],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9951478,0.0019299213,0.00034136986,0.00033934508,0.0019002121,0.00034130918],"domain_scores_gemma":[0.9933863,0.003731283,0.0005898922,0.00017641544,0.0018132409,0.00030286636],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0026333951,0.00010823461,0.00039896168,0.00083666295,0.00067822286,0.000017499624,0.00053915713,0.00034072777,0.0007151553],"category_scores_gemma":[0.010674283,0.00016305181,0.0000671868,0.0015401872,0.00049670396,0.0005519748,0.000029823941,0.001011368,0.000009360659],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008282932,0.0024628271,0.031703543,0.00015549579,0.000037378584,0.00009748149,0.9534957,6.967265e-7,0.000020983127,0.0046476657,0.0006986614,0.0065967427],"study_design_scores_gemma":[0.0004486077,0.0002202791,0.2192931,0.00010749352,0.000044822104,0.0000016790314,0.7774602,0.0000026732907,0.000005387029,0.0005018561,0.001829198,0.00008468694],"about_ca_topic_score_codex":0.48581317,"about_ca_topic_score_gemma":0.9496526,"teacher_disagreement_score":0.46383947,"about_ca_system_score_codex":0.0019827238,"about_ca_system_score_gemma":0.014168222,"threshold_uncertainty_score":0.9976592},"labels":[],"label_agreement":null},{"id":"W3087512673","doi":"10.1111/medu.14382","title":"Students' social networks are diverse, dynamic and deliberate when transitioning to clinical training","year":2020,"lang":"en","type":"article","venue":"Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Advancing Health Outcomes; University of British Columbia","funders":"Western Sydney University; Universiteit Maastricht; University of Western Sydney","keywords":"Context (archaeology); Psychology; Social network (sociolinguistics); Social support; Medical education; Transition (genetics); Social environment; Social network analysis; Social psychology; Applied psychology; Medicine; Sociology; Computer science; Social science; Social media","score_opus":0.13040310541087508,"score_gpt":0.48312158133790606,"score_spread":0.352718475927031,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3087512673","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7421863,0.0001481196,0.0028716042,0.24765477,0.006006035,0.0007412815,0.0000018852386,0.00009614711,0.00029385142],"genre_scores_gemma":[0.9618126,0.00016904458,0.0007897104,0.030778574,0.006141894,0.00023948096,0.000022057422,0.00001516768,0.000031480413],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99755204,0.0005766596,0.0004068687,0.00032336332,0.00080687,0.0003342253],"domain_scores_gemma":[0.9981702,0.00068210374,0.00013126554,0.00005825561,0.00014913891,0.0008090554],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0016883641,0.00009819307,0.00022376719,0.00004466653,0.0007740261,0.00010156128,0.00025155357,0.00026596469,0.00036786197],"category_scores_gemma":[0.009302732,0.00011200314,0.000047047783,0.00035833163,0.00025356858,0.00015899586,0.000036910653,0.00040150364,0.000030270068],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027032727,0.00015569646,0.059810895,0.000022810555,0.000014556437,0.0000013814154,0.3689819,0.00000413288,5.231898e-7,0.0005510739,0.012593141,0.55783683],"study_design_scores_gemma":[0.00084407214,0.00014858205,0.66034883,0.00022955114,0.00008332367,0.0000012036387,0.19356066,0.0018522108,3.199811e-7,0.00084272784,0.14166969,0.0004187996],"about_ca_topic_score_codex":0.0007069777,"about_ca_topic_score_gemma":0.0012682427,"teacher_disagreement_score":0.60053796,"about_ca_system_score_codex":0.00016772213,"about_ca_system_score_gemma":0.0019158436,"threshold_uncertainty_score":0.99904233},"labels":[],"label_agreement":null},{"id":"W3088117078","doi":"10.2196/21639","title":"Developing Patient-Centered Inflammatory Bowel Disease–Related Educational Videos Optimized for Social Media: Qualitative Research Study","year":2020,"lang":"en","type":"article","venue":"JMIR Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Social media; Thematic analysis; Medicine; Qualitative research; Focus group; Inflammatory bowel disease; Data collection; Medical education; Qualitative property; Creativity; Psychology; Disease; Computer science; Social psychology; World Wide Web; Pathology","score_opus":0.22762852959898966,"score_gpt":0.5502696662122019,"score_spread":0.3226411366132122,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3088117078","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6691878,0.00020858896,0.000102756334,0.31559595,0.007010267,0.007384047,0.000016838663,0.00012530766,0.0003684415],"genre_scores_gemma":[0.9710927,0.00005148767,0.0013719788,0.002098688,0.0061744493,0.018802725,0.00031468313,0.000045928387,0.00004738321],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9917152,0.0034368015,0.0009017589,0.0006034392,0.0026362618,0.00070652075],"domain_scores_gemma":[0.9865528,0.009788359,0.0003576765,0.00017392279,0.0016345948,0.0014926691],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004154154,0.00019750987,0.00029780323,0.00024329282,0.0016820364,0.00010814615,0.0005458174,0.00031627124,0.000991446],"category_scores_gemma":[0.09633811,0.00021707414,0.000109617504,0.0011040873,0.00067244883,0.0003768469,0.00008196685,0.00064303685,0.00011768851],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023832064,0.0012624627,0.0047697304,0.0001456659,0.000038008737,7.160734e-7,0.9165638,5.688774e-7,0.0000019987588,0.029964492,0.026201675,0.020812577],"study_design_scores_gemma":[0.002071124,0.00016779812,0.07530391,0.00021583527,0.00004450961,2.3917133e-7,0.857186,0.00012873975,0.000003983491,0.021970969,0.04246642,0.00044042332],"about_ca_topic_score_codex":0.00036949542,"about_ca_topic_score_gemma":0.0002635913,"teacher_disagreement_score":0.31349725,"about_ca_system_score_codex":0.0012970321,"about_ca_system_score_gemma":0.03076499,"threshold_uncertainty_score":0.9999218},"labels":[],"label_agreement":null},{"id":"W3088448923","doi":"","title":"Who do they think they are? A quantitative content analysis of exercise bloggers and their blogs","year":2019,"lang":"en","type":"article","venue":"Journal of Exercise, Movement, and Sport (SCAPPS refereed abstracts repository)","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Misinformation; Social media; Psychology; Content analysis; Blogosphere; Internet privacy; The Internet; World Wide Web; Computer science; Sociology","score_opus":0.04836361006605851,"score_gpt":0.31487405142364877,"score_spread":0.2665104413575903,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3088448923","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9909014,0.002834322,0.0000029969765,0.00040521674,0.0016779659,0.0011129818,0.000012367625,0.000018278743,0.0030344718],"genre_scores_gemma":[0.98885995,0.010246069,0.00018961297,0.00005919991,0.00019359768,0.000028209468,0.0000043485425,0.00002305659,0.000395946],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99666625,0.00012958111,0.001505723,0.00038076696,0.0008760894,0.00044156762],"domain_scores_gemma":[0.9945629,0.0006541872,0.0030447608,0.00033262325,0.0009445867,0.0004609034],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022308594,0.0003025641,0.0013313552,0.0006375542,0.0003748711,0.00015508123,0.00035063314,0.00027797458,0.000041353134],"category_scores_gemma":[0.00032885882,0.0002303592,0.00031924763,0.0004605316,0.0002734179,0.0005410631,0.000047732443,0.0004293124,0.0000023591986],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007411272,0.0005425742,0.86884487,0.00027476175,0.0010640308,0.00003126656,0.119909875,0.0001156508,0.002946279,0.002133664,0.00021249977,0.0031834152],"study_design_scores_gemma":[0.0007315624,0.00025281755,0.9167699,0.0009580173,0.0009637696,0.0000028504414,0.07758158,0.000020121237,0.00078946026,0.0011462696,0.00051491475,0.0002687222],"about_ca_topic_score_codex":0.007376438,"about_ca_topic_score_gemma":0.0008589918,"teacher_disagreement_score":0.04792506,"about_ca_system_score_codex":0.00019127558,"about_ca_system_score_gemma":0.00040900847,"threshold_uncertainty_score":0.99923354},"labels":[],"label_agreement":null},{"id":"W3088726686","doi":"10.2196/18762","title":"Performance, Cost-Effectiveness, and Representativeness of Facebook Recruitment to Suicide Prevention Research: Online Survey Study","year":2020,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Paul Ramsay Foundation","keywords":"Representativeness heuristic; Psychology; Online research methods; Medicine; Medical education; Applied psychology; Computer science; World Wide Web; Social psychology","score_opus":0.7322685005354667,"score_gpt":0.6321798283025022,"score_spread":0.10008867223296447,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3088726686","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9529474,0.00008191293,0.0000063012185,0.004990435,0.00060807157,0.04113048,0.00006250721,0.000032465392,0.00014042966],"genre_scores_gemma":[0.9888738,0.00035862796,0.00011427852,0.00019330657,0.00019725219,0.010142455,0.00006142435,0.000015183869,0.000043693835],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99159604,0.006290628,0.0004291852,0.0003987303,0.000821323,0.00046407816],"domain_scores_gemma":[0.99735427,0.0015458441,0.00017788418,0.000147994,0.00022959021,0.00054444163],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0073859203,0.0001061876,0.00032139188,0.00012042742,0.0006975486,0.000022380142,0.00017969993,0.00005448853,0.0000482918],"category_scores_gemma":[0.0010003351,0.00011286986,0.00002369456,0.0009039472,0.00020164109,0.00017082483,0.00011065247,0.00022039394,0.000019599729],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046353217,0.00073248794,0.7094498,0.00026607045,0.000012236628,3.2437913e-7,0.14972156,0.0000026385708,0.000047437054,0.000049412534,0.00037849805,0.13887599],"study_design_scores_gemma":[0.0006511493,0.0020977885,0.9424791,0.00015852712,0.0000022857055,1.1840176e-7,0.04691066,0.000013974946,0.000110256995,0.00002049681,0.0074748374,0.00008081681],"about_ca_topic_score_codex":0.027534945,"about_ca_topic_score_gemma":0.016003562,"teacher_disagreement_score":0.23302928,"about_ca_system_score_codex":0.00089103176,"about_ca_system_score_gemma":0.0010859336,"threshold_uncertainty_score":0.9789408},"labels":[],"label_agreement":null},{"id":"W3091546437","doi":"10.1136/bmjinnov-2020-000449","title":"Comparing ‘Twitter’ polls results with an online survey on surgeons perspectives for the treatment of rectal cancer","year":2020,"lang":"en","type":"article","venue":"BMJ Innovations","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; University Health Network; Health Sciences North; Queen's University","funders":"","keywords":"Social media; Influencer marketing; Delphi method; Set (abstract data type); Phone; Computer-assisted web interviewing; Computer science; Psychology; Medical education; Medicine; World Wide Web; Business; Marketing; Artificial intelligence","score_opus":0.5472829713615133,"score_gpt":0.5136774286749176,"score_spread":0.03360554268659566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3091546437","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9341782,0.000047149177,0.00009315803,0.06237762,0.00063851004,0.0019922901,0.00039187222,0.000035432844,0.0002457717],"genre_scores_gemma":[0.9972998,0.000090969166,0.00052396196,0.0002473832,0.0008480661,0.00079811184,0.00013887053,0.000009987963,0.000042873115],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9990027,0.0001828646,0.00026361347,0.00017429088,0.00020759288,0.00016893177],"domain_scores_gemma":[0.99615216,0.002856721,0.00020683491,0.00013552482,0.0005848952,0.00006383921],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050972,0.00007254871,0.00014883216,0.00005465514,0.0005025458,0.000022029404,0.000111226116,0.000039144503,0.000012948496],"category_scores_gemma":[0.0027541332,0.00005254288,0.00002328356,0.0011362219,0.00017311316,0.00006932716,0.0000038728936,0.00005824888,0.0000011142116],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009707711,0.0010982471,0.47095552,0.000014566772,0.00011212555,2.8947954e-7,0.49546784,0.00027080113,0.000037860074,0.01311398,0.004207239,0.013750747],"study_design_scores_gemma":[0.0005357016,0.0006031476,0.945728,0.000020663547,0.00001799485,4.4473456e-8,0.041575495,0.00020770177,0.00004864395,0.000040741685,0.01114023,0.00008161004],"about_ca_topic_score_codex":0.076374345,"about_ca_topic_score_gemma":0.13805524,"teacher_disagreement_score":0.4747725,"about_ca_system_score_codex":0.0002591732,"about_ca_system_score_gemma":0.0008142722,"threshold_uncertainty_score":0.92977613},"labels":[],"label_agreement":null},{"id":"W3092092890","doi":"10.1186/s12874-020-01136-2","title":"Recruiting men from across the socioeconomic spectrum via GP registers and community outreach to a weight management feasibility randomised controlled trial","year":2020,"lang":"en","type":"article","venue":"BMC Medical Research Methodology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick","funders":"Medical Research Council; University of Stirling; National Institute for Health and Care Research; University of Dundee; University of Aberdeen; Scottish Government; Public Health Research Programme; Scottish Government Health and Social Care Directorate","keywords":"Outreach; Disadvantaged; Medicine; Weight management; Psychological intervention; Waist; Family medicine; Socioeconomic status; Gerontology; Randomized controlled trial; Obesity; Weight loss; Physical therapy; Demography; Population; Nursing; Environmental health; Surgery; Internal medicine","score_opus":0.6917735072072287,"score_gpt":0.6027140174313876,"score_spread":0.0890594897758411,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3092092890","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8000943,0.00020508304,0.009464475,0.17144899,0.0018013568,0.013584467,0.000006617602,0.00006354051,0.0033311439],"genre_scores_gemma":[0.9508104,0.0010220201,0.02402514,0.0057475152,0.007316506,0.010803009,0.000020193942,0.000045521934,0.00020972929],"study_design_codex":"qualitative","study_design_gemma":"randomized_trial","domain_scores_codex":[0.86654884,0.12957233,0.0008417543,0.0005574323,0.0013806534,0.0010989911],"domain_scores_gemma":[0.60260963,0.39457175,0.00028863928,0.00064066745,0.00019078796,0.0016985295],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.14457645,0.00016294148,0.0009241541,0.000073793555,0.0026274428,0.00010660799,0.0011973608,0.00036507854,0.0007608446],"category_scores_gemma":[0.3608529,0.00012311182,0.00015870837,0.00036914233,0.0023060278,0.000079288584,0.000573618,0.00205748,0.00007419387],"study_design_candidate":"randomized_trial","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.36169082,0.00034232796,0.0079538785,0.00018115013,0.0002491386,0.000013911253,0.4948656,8.7901395e-7,0.000038879254,0.0034408665,0.004930958,0.1262916],"study_design_scores_gemma":[0.5748979,0.0010717246,0.015948778,0.00009047886,0.00010364407,0.000001400393,0.3372165,0.00067465584,0.00004746545,0.04160993,0.027935628,0.0004019471],"about_ca_topic_score_codex":0.031831026,"about_ca_topic_score_gemma":0.023828393,"teacher_disagreement_score":0.26499942,"about_ca_system_score_codex":0.0006482616,"about_ca_system_score_gemma":0.001500286,"threshold_uncertainty_score":0.998671},"labels":[],"label_agreement":null},{"id":"W3092634253","doi":"10.7759/cureus.10838","title":"A Portrait of Current Radiation Oncology Twitter Influencers","year":2020,"lang":"en","type":"article","venue":"Cureus","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hôpital Notre-Dame; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Influencer marketing; Medicine; Radiation oncology; Scopus; Radiation oncologist; Index (typography); Social media; Portrait; Internal medicine; World Wide Web; Radiation therapy; MEDLINE; Marketing","score_opus":0.24993202551480084,"score_gpt":0.4889147029020631,"score_spread":0.23898267738726228,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3092634253","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94969016,0.0019681994,0.000096723525,0.029763956,0.0069985595,0.0009285647,0.0000043414475,0.00007141889,0.010478094],"genre_scores_gemma":[0.9967878,0.00041917755,0.0001767809,0.0009065616,0.0015830526,0.00011286219,0.000004677508,0.0000050807803,0.000004025389],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991547,0.00014980511,0.00020201184,0.00011298601,0.0002164708,0.00016402165],"domain_scores_gemma":[0.99916995,0.0003441885,0.0001606767,0.000059500508,0.000092407216,0.0001732602],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027924005,0.000043684533,0.00011166866,0.00001972581,0.0000917723,0.0000067245483,0.00013054139,0.00008185936,0.00030657116],"category_scores_gemma":[0.0025329432,0.00004794197,0.000031172716,0.0002584458,0.00014474957,0.00010934346,0.000010715916,0.0001033387,0.000041893756],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022987535,0.00011303275,0.16635548,0.000075564414,0.000014694486,9.864938e-7,0.4852708,0.000008724882,0.00024097816,0.015344846,0.015793433,0.31675848],"study_design_scores_gemma":[0.00017427222,0.0001006831,0.06863693,0.000011334267,0.000014481757,8.1725474e-8,0.006532259,0.000013094785,0.0000978996,0.0007111387,0.92363214,0.00007565671],"about_ca_topic_score_codex":0.0018407361,"about_ca_topic_score_gemma":0.00030077389,"teacher_disagreement_score":0.90783876,"about_ca_system_score_codex":0.00027845104,"about_ca_system_score_gemma":0.0012067714,"threshold_uncertainty_score":0.33567393},"labels":[],"label_agreement":null},{"id":"W3092778735","doi":"10.1177/2054358120965001","title":"Proceedings From a Canadian Nephrology Forum: Nephrology Is Back","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Kidney Health and Disease","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University; McGill University; Lakeridge Health; HalTech; University of Toronto; University Health Network; McMaster University; Queen's University; St. Joseph’s Healthcare Hamilton; University of British Columbia","funders":"Janssen Pharmaceuticals; National Institute of Diabetes and Digestive and Kidney Diseases; Otsuka Pharmaceutical","keywords":"Nephrology; Medicine; Internal medicine; Family medicine; Intensive care medicine","score_opus":0.05111230126124498,"score_gpt":0.325212238212543,"score_spread":0.27409993695129803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3092778735","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.106328346,0.0030091077,0.000004078642,0.88764274,0.0015017329,0.0005358968,0.00021246844,0.000006847267,0.0007587624],"genre_scores_gemma":[0.24982671,0.00043651898,0.00020965145,0.74720365,0.0022589515,0.000019068755,0.000016387556,0.00001427717,0.000014776439],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99808437,0.000142763,0.00043271948,0.00021038605,0.00019150022,0.00093828776],"domain_scores_gemma":[0.8733616,0.00016345594,0.00028101308,0.000061926905,0.00027205146,0.12585996],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00035017074,0.00012240822,0.0002943819,0.0002348435,0.0008364997,0.00007903192,0.00025331942,0.00015085094,0.0011589562],"category_scores_gemma":[0.0383553,0.00013590617,0.00006132162,0.00035596298,0.00032985798,0.00024168167,0.000006650234,0.00031377256,0.000056482073],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005138672,0.000004727077,0.17726523,0.00004762593,0.000009834163,0.000022300634,0.03800677,8.102821e-8,5.530662e-7,0.0014626256,0.7803056,0.00282325],"study_design_scores_gemma":[0.00037832712,0.00015222453,0.011596,0.000039690734,0.00001856414,0.0000024751894,0.0065305135,0.000014970938,1.7419421e-7,0.0027825313,0.9783784,0.00010610318],"about_ca_topic_score_codex":0.8773326,"about_ca_topic_score_gemma":0.7476873,"teacher_disagreement_score":0.269677,"about_ca_system_score_codex":0.0006562075,"about_ca_system_score_gemma":0.27033323,"threshold_uncertainty_score":0.99975413},"labels":[],"label_agreement":null},{"id":"W3093108176","doi":"10.1177/0003134820951427","title":"Characteristics of General Surgery Social Media Influencers on Twitter","year":2020,"lang":"en","type":"article","venue":"The American Surgeon","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Influencer marketing; Mentorship; Social media; Medicine; Specialty; Certification; Citation; Medical education; Psychology; Family medicine; Management; Library science; World Wide Web; Computer science","score_opus":0.13223099741418973,"score_gpt":0.3705595359050808,"score_spread":0.23832853849089106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3093108176","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9646151,0.000011361107,0.000003215613,0.03271822,0.0016927243,0.00022266575,0.000010748494,0.000049143535,0.0006767913],"genre_scores_gemma":[0.99132603,0.00016168116,0.000024064775,0.005293094,0.0030998564,0.00006316248,0.000008641819,0.000014832831,0.000008660419],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980869,0.00058770034,0.0003168683,0.00015788668,0.00051498,0.000335662],"domain_scores_gemma":[0.99372494,0.005386202,0.00049608154,0.00011854139,0.00011092219,0.00016330919],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008002856,0.00009632641,0.00035060322,0.000052547715,0.00030753753,0.000018741663,0.0002298958,0.000041297262,0.00012486542],"category_scores_gemma":[0.005290892,0.000081415026,0.00010173238,0.0007645216,0.0011070562,0.000053099357,0.000021878059,0.00017280225,0.000056445573],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024976535,0.00007016193,0.4224512,0.000032897096,0.00003447011,0.0000036461777,0.3136959,0.0000020959976,0.00032107404,0.00208317,0.025353223,0.2357024],"study_design_scores_gemma":[0.00004538976,0.00003165288,0.9434403,0.000010664182,0.000017183413,8.850974e-8,0.008400024,0.0000055191367,0.00011645943,0.000106087704,0.047692705,0.00013390458],"about_ca_topic_score_codex":0.0073614037,"about_ca_topic_score_gemma":0.00010822665,"teacher_disagreement_score":0.5209891,"about_ca_system_score_codex":0.00010292581,"about_ca_system_score_gemma":0.0004978157,"threshold_uncertainty_score":0.9992487},"labels":[],"label_agreement":null},{"id":"W3093503042","doi":"10.2196/18666","title":"Use of Social Media by Hospitals and Clinics in Japan: Descriptive Study","year":2020,"lang":"en","type":"article","venue":"JMIR Medical Informatics","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Japan Society for the Promotion of Science","keywords":"Social media; Content analysis; Christian ministry; Promotion (chess); Health care; Medicine; Descriptive statistics; Advertising; Family medicine; Political science; Business; Sociology","score_opus":0.14812685775206602,"score_gpt":0.4262741137228504,"score_spread":0.2781472559707844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3093503042","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9928812,0.000036355028,0.000011933414,0.004681197,0.0007791063,0.0012956837,0.000013651392,0.00003504171,0.00026587336],"genre_scores_gemma":[0.9976498,0.00015888675,0.00033647032,0.0011892335,0.00043074065,0.00021306657,0.00001022971,0.000007986897,0.00000356783],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9973856,0.00025259866,0.0008826928,0.00009140375,0.0011001297,0.00028756255],"domain_scores_gemma":[0.9963132,0.0027180302,0.00030355807,0.00006799937,0.0001228975,0.0004742805],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0011536705,0.0000969684,0.00032817738,0.00005683642,0.0001385148,0.00003907956,0.0002205238,0.00027126927,0.00010283619],"category_scores_gemma":[0.015726712,0.00009588261,0.000030626314,0.0005227265,0.0005456541,0.00047571756,0.00007275733,0.00039144402,0.000013387376],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013292563,0.00014414194,0.0978181,0.000053986394,0.0000074416716,6.3666596e-7,0.869487,4.8865918e-8,3.7461731e-7,0.0006698308,0.004133026,0.02767214],"study_design_scores_gemma":[0.0008538259,0.0002667798,0.15189767,0.000046878165,0.000017137101,1.412967e-7,0.8213299,0.00031222744,0.000003748116,0.00014888984,0.024944734,0.00017804593],"about_ca_topic_score_codex":0.00052406173,"about_ca_topic_score_gemma":0.00056587893,"teacher_disagreement_score":0.054079577,"about_ca_system_score_codex":0.00010685095,"about_ca_system_score_gemma":0.00063929986,"threshold_uncertainty_score":0.99256426},"labels":[],"label_agreement":null},{"id":"W3093791845","doi":"10.1002/aet2.10550","title":"MacEmerg Podcast: A Novel Initiative to Connect a Distributed Community of Practice","year":2020,"lang":"en","type":"article","venue":"AEM Education and Training","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal College of Physicians and Surgeons of Canada; McMaster University","funders":"","keywords":"Medical education; Public relations; Computer science; Psychology; Medicine; Political science","score_opus":0.370135448142626,"score_gpt":0.4782296036208542,"score_spread":0.1080941554782282,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3093791845","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8508474,0.0001167442,0.0012116388,0.13415983,0.0015061358,0.00090300955,0.00003772222,0.000056218872,0.0111612445],"genre_scores_gemma":[0.9903928,0.000026328957,0.003284808,0.005718545,0.00037840186,0.0001561898,0.000031563977,0.0000066812963,0.0000046959995],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9989093,0.0004543248,0.00019789296,0.00010812773,0.00017227413,0.00015805804],"domain_scores_gemma":[0.9962151,0.002939069,0.00016492323,0.00007379718,0.0003201794,0.0002869012],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0008183251,0.000061579594,0.00012761443,0.000042661995,0.00045606762,0.000027381417,0.0001031682,0.000051969702,0.00005169224],"category_scores_gemma":[0.023898168,0.000072854105,0.000017506729,0.00056989666,0.00011689974,0.00020591388,0.00002031348,0.00019866425,0.000007273438],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020848121,0.00017826965,0.0017653889,0.000024499976,0.000012315819,6.966245e-8,0.9077173,0.0000013710164,0.00007850369,0.0154401,0.00051369093,0.07424767],"study_design_scores_gemma":[0.00023357227,0.00013216538,0.05728729,0.000049578066,0.000027367432,0.0000011777214,0.82948226,0.000017309645,0.000050284038,0.00031434096,0.11228814,0.00011651673],"about_ca_topic_score_codex":0.005452735,"about_ca_topic_score_gemma":0.0004960752,"teacher_disagreement_score":0.13954534,"about_ca_system_score_codex":0.000072208204,"about_ca_system_score_gemma":0.0014294044,"threshold_uncertainty_score":0.984324},"labels":[],"label_agreement":null},{"id":"W3094457252","doi":"10.14309/01.ajg.0000714808.26073.18","title":"S3190 #COVID19: Twitter as a Resource for IBD Patients During a Global Pandemic","year":2020,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Pandemic; Social media; Coronavirus disease 2019 (COVID-19); Inflammatory bowel disease; Ulcerative colitis; Disease; Family medicine; World Wide Web; Internal medicine; Computer science","score_opus":0.06047601263410082,"score_gpt":0.37619497744035074,"score_spread":0.31571896480624995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3094457252","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94934934,0.000024068633,0.00024653572,0.04916033,0.00074644794,0.0003945993,0.0000049280507,0.000015717374,0.000058056972],"genre_scores_gemma":[0.98563766,0.000041505005,0.00035935908,0.0121770445,0.0017399391,0.000029357783,9.4168695e-7,0.000010205961,0.0000039527044],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979797,0.0007326066,0.00040113207,0.00012967044,0.0003062035,0.00045069502],"domain_scores_gemma":[0.9979899,0.0005402838,0.0008790856,0.00009252294,0.00019697848,0.00030120873],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00063697505,0.00009343015,0.000340637,0.000036308764,0.00027371812,0.000020800651,0.0004738764,0.000031651427,0.000023364853],"category_scores_gemma":[0.0022228525,0.000073310526,0.00012351098,0.00022888112,0.0006114803,0.00007808473,0.00004103825,0.00022522603,0.000009748438],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005466347,0.00005337971,0.9642961,0.0000090857,0.000050729155,0.0000022674924,0.024489097,0.000011832834,0.000024710347,0.000032937824,0.0016266,0.003936917],"study_design_scores_gemma":[0.0028011382,0.014427665,0.91074765,0.00004557835,0.00013305247,0.00005327821,0.028627157,0.0000111281415,0.0000095262985,0.0007712294,0.042235013,0.00013755992],"about_ca_topic_score_codex":0.00040464976,"about_ca_topic_score_gemma":0.000108386484,"teacher_disagreement_score":0.05354842,"about_ca_system_score_codex":0.00025813334,"about_ca_system_score_gemma":0.00022030732,"threshold_uncertainty_score":0.29895163},"labels":[],"label_agreement":null},{"id":"W3094544574","doi":"10.1097/paf.0000000000000629","title":"The Potential Value of Video Abstracts to Dissemination of (Some) Information From National Association of Medical Examiners Annual General Meetings","year":2020,"lang":"en","type":"article","venue":"American Journal of Forensic Medicine & Pathology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Horizon Health Network; Saint John Regional Hospital","funders":"","keywords":"Social media; Association (psychology); Video recording; Value (mathematics); Medicine; Permission; Medical education; Psychology; Internet privacy; Computer science; Multimedia; World Wide Web; Political science","score_opus":0.016670090881622048,"score_gpt":0.35139129027154675,"score_spread":0.33472119938992473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3094544574","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8788683,0.00009087001,0.00048647248,0.11818861,0.0019352816,0.00023380278,0.000018754712,0.0000041992407,0.00017371467],"genre_scores_gemma":[0.9951319,0.00026473304,0.0009739483,0.0014935116,0.002104081,0.0000100876305,0.000013178089,0.000005403289,0.0000031201923],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9952961,0.0006688952,0.0013495375,0.000086689346,0.0023945626,0.00020418977],"domain_scores_gemma":[0.98909926,0.005382982,0.003418502,0.0000776203,0.00179582,0.00022579693],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0054920707,0.000086336906,0.00042225307,0.00013581652,0.00012497045,0.000005806169,0.00039597685,0.00010860216,0.00003358319],"category_scores_gemma":[0.06522203,0.00005905288,0.00007639794,0.00056616205,0.0010974412,0.00024382336,0.000030693027,0.00027173635,0.0000014445167],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00053041906,0.00012254217,0.039126027,0.00006533163,0.00021164259,0.000009840299,0.3970699,0.0005363858,0.005528635,0.02011794,0.040498387,0.49618295],"study_design_scores_gemma":[0.00126743,0.0029721272,0.82971996,0.0004321721,0.00024826202,0.000020730935,0.14765476,0.00039261143,0.0016402025,0.0041796346,0.011278566,0.0001935441],"about_ca_topic_score_codex":0.0029745237,"about_ca_topic_score_gemma":0.0001526409,"teacher_disagreement_score":0.7905939,"about_ca_system_score_codex":0.00018841859,"about_ca_system_score_gemma":0.00090771745,"threshold_uncertainty_score":0.942652},"labels":[],"label_agreement":null},{"id":"W3095677799","doi":"10.1016/j.sapharm.2020.10.014","title":"Management of human resources of a pharmacy department during the COVID-19 pandemic: Take-aways from the first wave","year":2020,"lang":"en","type":"article","venue":"Research in Social and Administrative Pharmacy","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Pharmacy; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Virology; Family medicine; Internal medicine; Infectious disease (medical specialty)","score_opus":0.7014471824783435,"score_gpt":0.5906292739410572,"score_spread":0.11081790853728624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3095677799","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91020226,0.0006734808,0.0000019718195,0.08478975,0.00011899831,0.0017379889,0.00010881208,0.00001820204,0.0023485166],"genre_scores_gemma":[0.9962849,0.0016114094,0.000018210618,0.00047392005,0.0010383613,0.00053937576,0.000007620415,0.000007865962,0.000018328177],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99653685,0.00143252,0.0004075083,0.00027848495,0.00091479823,0.00042982458],"domain_scores_gemma":[0.99647975,0.0027983095,0.00020084083,0.00009349137,0.00013055159,0.00029707857],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0022263525,0.00011286594,0.00021489205,0.000032013915,0.0020307866,0.000053757896,0.00043233339,0.000037777285,0.00018904374],"category_scores_gemma":[0.000641059,0.00008244893,0.00006204773,0.0008362311,0.0017258124,0.000101092555,0.0001683862,0.00041345015,0.0000025209526],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041773106,0.00022127938,0.5703819,0.00044100094,0.000104860614,0.000028330785,0.40925887,7.472213e-7,0.00030647285,0.010196072,0.0009930765,0.007649664],"study_design_scores_gemma":[0.0037348885,0.00016468196,0.2648362,0.00011229941,0.000066516746,9.0451255e-7,0.26455653,0.000029103116,0.0011092991,0.008066071,0.457057,0.00026652237],"about_ca_topic_score_codex":0.015949404,"about_ca_topic_score_gemma":0.0037542647,"teacher_disagreement_score":0.45606393,"about_ca_system_score_codex":0.0003368603,"about_ca_system_score_gemma":0.0006571731,"threshold_uncertainty_score":0.9992684},"labels":[],"label_agreement":null},{"id":"W3097145486","doi":"10.2196/21660","title":"Social Media as a Research Tool (SMaaRT) for Risky Behavior Analytics: Methodological Review","year":2020,"lang":"en","type":"review","venue":"JMIR Public Health and Surveillance","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"U.S. National Library of Medicine","keywords":"Social media; Social media analytics; Psychology; Intrapersonal communication; Systematic review; Scopus; Psychosocial; Applied psychology; MEDLINE; Data science; Computer science; Interpersonal communication; Social psychology; World Wide Web","score_opus":0.7805587729193194,"score_gpt":0.6488909987394759,"score_spread":0.13166777417984354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3097145486","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000108351605,0.9250039,0.000020742884,0.058241695,0.0018272591,0.0141375335,0.00014112584,0.00014145102,0.00047548758],"genre_scores_gemma":[0.000007691772,0.96551436,0.0007665253,0.0020639482,0.0057788747,0.025378171,0.0003602393,0.000059414404,0.000070778064],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9763324,0.017463285,0.0017028062,0.0010758509,0.00146668,0.0019589663],"domain_scores_gemma":[0.9565342,0.03911909,0.0010014308,0.00038039743,0.0009585693,0.0020063228],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.04045301,0.0004246613,0.0034975847,0.0003110464,0.0021969732,0.00024704039,0.0007820716,0.00088762405,0.00015599329],"category_scores_gemma":[0.14264695,0.0003785414,0.0004740998,0.0025962146,0.00077900814,0.00016309755,0.00014036904,0.0015329481,0.00009339996],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005478555,0.00006273494,0.00016551091,0.032969832,0.000017677741,0.0000027856127,0.006422207,2.0581176e-10,9.2235686e-10,0.005455826,0.032346487,0.92255145],"study_design_scores_gemma":[0.00013775182,0.00013426291,0.00023829222,0.0016764215,0.000016283277,0.0000037910486,0.0011426719,4.2349006e-7,4.742616e-10,0.0003169132,0.99601066,0.00032255205],"about_ca_topic_score_codex":0.0007527436,"about_ca_topic_score_gemma":0.0011567147,"teacher_disagreement_score":0.9636642,"about_ca_system_score_codex":0.0012893834,"about_ca_system_score_gemma":0.023711488,"threshold_uncertainty_score":0.99986666},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high"},{"model":"gpt","categories":[],"domain":null,"study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W3097408341","doi":"10.1007/s41347-020-00176-1","title":"The Development of Social Media Guidelines for Psychologists and for Regulatory Use","year":2020,"lang":"en","type":"article","venue":"Journal of Technology in Behavioral Science","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"CLARITY; Confidentiality; Public relations; Social media; Competence (human resources); Consistency (knowledge bases); Process (computing); Informed consent; Professional association; Psychology; Political science; Business; Medicine; Social psychology; Law; Computer science","score_opus":0.5225921980906485,"score_gpt":0.5573623706789821,"score_spread":0.03477017258833359,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3097408341","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94076633,0.00017109973,0.00013543796,0.05715546,0.0012883481,0.0004682595,0.0000018824571,0.000010774721,0.0000024198664],"genre_scores_gemma":[0.9480082,0.000053668435,0.05151679,0.00008386974,0.00023926768,0.000092791364,1.5152331e-7,0.0000037077627,0.000001548782],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9986134,0.000030212233,0.00061334076,0.00012632595,0.00035304108,0.00026365148],"domain_scores_gemma":[0.99753374,0.00071718806,0.0005230992,0.00005827384,0.0010800823,0.00008764477],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003134236,0.000054434564,0.0001656909,0.00017769157,0.0006620651,0.000029231409,0.00055464637,0.00014274813,0.000001173963],"category_scores_gemma":[0.017768765,0.000041411742,0.000032980173,0.0007846324,0.0020872501,0.00022685247,0.000039950013,0.0001371718,1.2513705e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014131682,0.0001316796,0.1005507,0.000023283483,0.0000047838844,0.0000011529997,0.08113668,0.000001013733,0.01249846,0.020574521,0.0015502544,0.7833862],"study_design_scores_gemma":[0.0016372564,0.00064010406,0.7794562,0.00010785099,0.000051582076,0.000006899569,0.08817689,0.000027462807,0.007574492,0.020342205,0.10165561,0.00032347575],"about_ca_topic_score_codex":0.00002082864,"about_ca_topic_score_gemma":0.0004914143,"teacher_disagreement_score":0.7830627,"about_ca_system_score_codex":0.00018207275,"about_ca_system_score_gemma":0.0012017408,"threshold_uncertainty_score":0.990505},"labels":[],"label_agreement":null},{"id":"W3097740453","doi":"10.1017/ice.2020.585","title":"ASPChat: Participation and Reach of a Real-Time Twitter Chat on Antimicrobial Stewardship","year":2020,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Public Health Ontario","funders":"","keywords":"Antimicrobial stewardship; Social media; Analytics; Health care; Conversation; Medicine; Stewardship (theology); Medical education; Health professionals; Duration (music); Family medicine; Psychology; World Wide Web; Computer science; Political science; Politics; Data science; Antibiotic resistance","score_opus":0.09543434982859457,"score_gpt":0.3900763719669899,"score_spread":0.29464202213839535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3097740453","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9422238,0.00007353339,0.00015471401,0.054680694,0.0010833202,0.00068411656,0.000005433333,0.000057062727,0.0010373374],"genre_scores_gemma":[0.99512184,0.00064672605,0.000078021774,0.0028602267,0.0011338465,0.00013629819,0.000005846829,0.000007858323,0.0000093208155],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99796045,0.0010399921,0.0003859354,0.00025706145,0.00008515717,0.00027137948],"domain_scores_gemma":[0.99563956,0.0037054946,0.00028043336,0.000066706285,0.000100181205,0.00020759845],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0012474406,0.00009940292,0.00039421517,0.000053819917,0.00020517183,0.000010028328,0.000038461,0.00020535768,0.000034975812],"category_scores_gemma":[0.010568389,0.00009613745,0.00004544736,0.00012654826,0.0003448806,0.00011570751,0.000012857605,0.00014149098,0.000020382928],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019110527,0.00012247633,0.9314406,0.000073954536,0.00004238825,6.750553e-7,0.025247063,0.000020087451,0.0011108583,0.013749238,0.001758734,0.026242845],"study_design_scores_gemma":[0.0008348486,0.0010404307,0.9878601,0.00002866152,0.000042811283,4.1910644e-7,0.00021696182,0.0003818185,0.00005480955,0.0015038932,0.0078897225,0.00014555911],"about_ca_topic_score_codex":0.009207105,"about_ca_topic_score_gemma":0.0001655862,"teacher_disagreement_score":0.056419488,"about_ca_system_score_codex":0.000051165694,"about_ca_system_score_gemma":0.00007548661,"threshold_uncertainty_score":0.997766},"labels":[],"label_agreement":null},{"id":"W3100839216","doi":"10.1111/jocd.13830","title":"Hair loss treatment information on Facebook: Content analysis and comparison with other online sources","year":2020,"lang":"en","type":"article","venue":"Journal of Cosmetic Dermatology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mediprobe Research (Canada); University of Toronto","funders":"","keywords":"Hair loss; Minoxidil; Social media; Internet privacy; Hair removal; Medicine; Advertising; Dermatology; Computer science; World Wide Web; Business","score_opus":0.15604805695430296,"score_gpt":0.3930510444691446,"score_spread":0.2370029875148416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3100839216","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9581441,0.00015270547,0.001560073,0.039100975,0.0003167604,0.00041288917,0.000004619845,0.000013215546,0.00029462602],"genre_scores_gemma":[0.99708366,0.0001403661,0.00087662286,0.0016959159,0.00016934496,0.000021153077,0.0000029601297,0.0000042488605,0.000005731751],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99869204,0.000287794,0.00048747752,0.00006728326,0.00029522044,0.00017018005],"domain_scores_gemma":[0.9981573,0.00071275694,0.0006310963,0.000053628362,0.0002133596,0.00023180737],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017141055,0.00008897962,0.00043023142,0.0002071771,0.00014811968,0.0000386926,0.00009777812,0.0000759909,0.000054238786],"category_scores_gemma":[0.0004814154,0.000064835636,0.0000649194,0.00035407292,0.00021208965,0.00017245284,0.000006194119,0.00012741434,0.000012937661],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032970193,0.00017192656,0.8531491,0.000030132207,0.0005266217,0.000011980873,0.115352616,0.00024201606,0.000008491418,0.0011672641,0.00031091121,0.028699221],"study_design_scores_gemma":[0.0038416511,0.002653897,0.37468687,0.00008359842,0.0016371238,0.00010504996,0.08796798,0.0012499907,0.0006089492,0.00024826676,0.5265652,0.000351412],"about_ca_topic_score_codex":0.00062118866,"about_ca_topic_score_gemma":0.0009960298,"teacher_disagreement_score":0.5262543,"about_ca_system_score_codex":0.00015346786,"about_ca_system_score_gemma":0.00031907338,"threshold_uncertainty_score":0.26439208},"labels":[],"label_agreement":null},{"id":"W3107622944","doi":"10.1002/aet2.10553","title":"LIMEs and LEMONs: Critically Examining the Effect of a Blog Post on Junior Faculty Learners","year":2020,"lang":"en","type":"article","venue":"AEM Education and Training","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Society for Academic Emergency Medicine","keywords":"Demographics; Active listening; Accreditation; Test (biology); Wilcoxon signed-rank test; Randomized controlled trial; Medical education; Graduate medical education; Medicine; Psychology; Family medicine; Curriculum; Pedagogy","score_opus":0.16611360836202124,"score_gpt":0.43075658946276074,"score_spread":0.26464298110073947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3107622944","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94346696,0.00024092742,0.000002740977,0.051599395,0.0006709391,0.00041099967,0.0000020902228,0.000028303388,0.0035776515],"genre_scores_gemma":[0.9970262,0.000055456756,0.00024410312,0.0020929922,0.00043463297,0.00010964337,0.0000062559393,0.0000073198007,0.00002341043],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9990496,0.00031754893,0.00014494026,0.00015733101,0.00016812235,0.00016242634],"domain_scores_gemma":[0.9967536,0.00287346,0.00006879645,0.000054877997,0.00008158385,0.00016773539],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006949066,0.00007039762,0.00012473579,0.000034472803,0.00040277225,0.00004792624,0.00007611783,0.00005828494,0.000025857722],"category_scores_gemma":[0.0076843076,0.000055727774,0.000016875589,0.00019318434,0.00030239782,0.00008099563,0.0000109260745,0.00013982403,0.0000039114166],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021586455,0.000022930762,0.026991758,0.00006453065,0.000010250657,1.5844442e-7,0.4448575,4.4702296e-7,0.000112445225,0.0092341,0.00018503625,0.51849926],"study_design_scores_gemma":[0.00048469694,0.0011270599,0.3424022,0.00017792825,0.00007376877,0.000002202857,0.6343671,0.000033922388,0.00017131076,0.00030723907,0.02065584,0.00019673152],"about_ca_topic_score_codex":0.0008301824,"about_ca_topic_score_gemma":0.00007985096,"teacher_disagreement_score":0.5183025,"about_ca_system_score_codex":0.000022109598,"about_ca_system_score_gemma":0.00043427927,"threshold_uncertainty_score":0.91993886},"labels":[],"label_agreement":null},{"id":"W3108266045","doi":"10.5703/1288284317191","title":"Anticipating the Future of Biomedical Communications","year":2020,"lang":"en","type":"article","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Purdue Pharma (Canada)","funders":"","keywords":"Publishing; Scientific communication; Computer science; National library; World Wide Web; Scholarly communication; Data science; Library science; Political science","score_opus":0.25912537532789753,"score_gpt":0.4861295570423364,"score_spread":0.22700418171443887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3108266045","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.114991575,0.0005589705,0.00021676837,0.8636503,0.0017361261,0.0005624591,0.0000019858314,0.00006322157,0.018218575],"genre_scores_gemma":[0.9942793,0.00025662055,0.0022880582,0.001618419,0.001485926,0.000059133017,0.0000022972679,0.0000024954857,0.000007710573],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992783,0.00023463581,0.00013671172,0.00004607228,0.00020515251,0.00009914149],"domain_scores_gemma":[0.99825734,0.0013606118,0.0000655061,0.00015218351,0.000067830195,0.00009654261],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043598813,0.000021849382,0.00005357816,0.000009232265,0.00038061716,0.000008146657,0.00039890103,0.000044156364,0.00019640055],"category_scores_gemma":[0.001708811,0.00001542926,0.000018717274,0.0004196462,0.00045523435,0.000036391128,0.000040154704,0.00010020969,0.000018121846],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000026406674,0.00006847845,0.026852941,0.000026178539,0.000008137817,7.229027e-8,0.49584138,1.3949416e-7,0.0000934506,0.26021355,0.008526927,0.20836608],"study_design_scores_gemma":[0.000059728718,0.00002339052,0.011427851,0.0000074025775,0.000008011957,3.6108883e-8,0.12710679,0.00025248624,0.000023309223,0.0006505602,0.8604001,0.0000403588],"about_ca_topic_score_codex":0.0022016598,"about_ca_topic_score_gemma":0.00075973896,"teacher_disagreement_score":0.8792878,"about_ca_system_score_codex":0.000018165678,"about_ca_system_score_gemma":0.00026794767,"threshold_uncertainty_score":0.33282658},"labels":[],"label_agreement":null},{"id":"W3108309696","doi":"10.1186/s41927-020-00163-2","title":"Insights on mental health when living with rheumatoid arthritis: a descriptive qualitative study of threads on the Reddit website","year":2020,"lang":"en","type":"article","venue":"BMC Rheumatology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Arthritis Research Centre of Canada; Centre for Advancing Health Outcomes; University of British Columbia Hospital; Research Canada; University of British Columbia","funders":"Canadian Institutes of Health Research; Michael Smith Health Research BC; Arthritis Society","keywords":"Mental health; Rheumatoid arthritis; Descriptive research; Qualitative research; Descriptive statistics; Psychology; Computer science; Medicine; Sociology; Psychiatry; Mathematics; Internal medicine; Statistics; Social science","score_opus":0.14066470546899462,"score_gpt":0.38442079781345606,"score_spread":0.24375609234446144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3108309696","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9753835,0.00059437484,0.000050197043,0.019041609,0.0010710309,0.0027508785,0.000009326754,0.0000865082,0.0010125323],"genre_scores_gemma":[0.9974041,0.00066380197,0.00028557633,0.000856844,0.00006133932,0.00069128757,0.0000049029245,0.000024029307,0.000008111783],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99366385,0.0042564385,0.0005827561,0.0004227141,0.00064907625,0.0004251525],"domain_scores_gemma":[0.9917483,0.007016629,0.000600739,0.00023767316,0.00015313012,0.0002435605],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001075927,0.0001924981,0.0005647864,0.00010231351,0.0009714869,0.0000316874,0.0003404452,0.000108290966,0.000115141185],"category_scores_gemma":[0.0041367766,0.00014440014,0.0000478184,0.000524183,0.0005556216,0.00013588993,0.00004613534,0.00032772694,0.000077380144],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014422779,0.00039919163,0.018814405,0.000031305728,0.000040160925,6.205229e-7,0.9215413,0.0000025915633,0.0000016623907,0.056106955,0.0022904852,0.0006271388],"study_design_scores_gemma":[0.0006968952,0.002707565,0.009305811,0.0006678255,0.0000034208872,0.000001908798,0.98389095,0.000018587141,0.000009591035,0.0011916528,0.0013461505,0.00015964967],"about_ca_topic_score_codex":0.0138623975,"about_ca_topic_score_gemma":0.033340864,"teacher_disagreement_score":0.06234969,"about_ca_system_score_codex":0.0002965387,"about_ca_system_score_gemma":0.0011378707,"threshold_uncertainty_score":0.9927044},"labels":[],"label_agreement":null},{"id":"W3108413948","doi":"10.2196/23178","title":"Using a Twitter Chat to Rapidly Identify Barriers and Policy Solutions for Metastatic Breast Cancer Care: Qualitative Study","year":2020,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"California Breast Cancer Research Program","keywords":"Breast cancer; Medicine; Metastatic breast cancer; Social media; Health care; Legislation; Family medicine; Cancer; Psychology; Nursing; Internal medicine; Political science","score_opus":0.25409041511766267,"score_gpt":0.5246229080082847,"score_spread":0.27053249289062203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3108413948","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6949133,0.0011424212,0.0004986203,0.2976236,0.000751997,0.004781082,0.00019009647,0.000057638023,0.000041199033],"genre_scores_gemma":[0.9839045,0.00021228658,0.00038766034,0.011851895,0.0010886701,0.0025158215,0.000010655182,0.000018331562,0.000010206193],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99641806,0.0015856058,0.00037194483,0.00040317347,0.00033892214,0.0008822896],"domain_scores_gemma":[0.99621654,0.0010682563,0.00017550032,0.000104126986,0.00036054527,0.0020750554],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0026565427,0.00013726664,0.00035049298,0.00014585558,0.0015451255,0.00017489688,0.00012555411,0.00005268187,0.000024062329],"category_scores_gemma":[0.0042770216,0.00014268761,0.00003189546,0.00097108627,0.00018494918,0.0002551797,0.000048576527,0.00012542619,0.0000018664838],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002763218,0.000029459225,0.058146123,0.00022178759,0.000019186511,1.9575548e-7,0.9276014,8.810781e-7,0.000001971024,0.0009609844,0.0014896698,0.011500714],"study_design_scores_gemma":[0.0006888814,0.00021331848,0.08965305,0.000014012031,0.000002366237,7.171449e-7,0.8524322,0.000061912,4.999672e-8,0.000119280834,0.056619894,0.00019430743],"about_ca_topic_score_codex":0.030726578,"about_ca_topic_score_gemma":0.0114776725,"teacher_disagreement_score":0.28899112,"about_ca_system_score_codex":0.0005994757,"about_ca_system_score_gemma":0.006710235,"threshold_uncertainty_score":0.9997547},"labels":[],"label_agreement":null},{"id":"W3108837300","doi":"10.1093/ehjci/ehaa946.3511","title":"The assessment of the accuracy and credibility of cardiovascular health information on social media platforms","year":2020,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Credibility; Social media; Medicine; Public health; Population; Sample (material); Information Dissemination; Promotion (chess); Environmental health; World Wide Web; Pathology","score_opus":0.224850465475841,"score_gpt":0.42491339973851244,"score_spread":0.20006293426267144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3108837300","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9407224,0.00045559282,0.00007210407,0.053191498,0.0027888848,0.0006964832,0.000008406102,0.000014695378,0.0020498992],"genre_scores_gemma":[0.9970644,0.00075131614,0.00014385776,0.0006390234,0.0013904258,0.000004101301,8.4977637e-7,0.00000539971,6.1453073e-7],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9973422,0.001129792,0.0004513716,0.00006701827,0.00081738015,0.00019223626],"domain_scores_gemma":[0.99753594,0.0015646148,0.0004378598,0.00011908636,0.0001738302,0.00016869316],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0061013224,0.00005850276,0.0001740854,0.000021850805,0.0013451882,0.000059069815,0.00023387784,0.00002621985,0.00001159251],"category_scores_gemma":[0.007907838,0.00003555784,0.00013868509,0.00023019176,0.0003021787,0.00026222502,0.00004609959,0.00038376465,0.000003096458],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006312222,0.00007661005,0.09186836,0.0001779198,0.00014410481,6.2961783e-7,0.4852065,0.000121947574,0.000014912387,0.010167478,0.016602546,0.39555585],"study_design_scores_gemma":[0.0001955009,0.000058913225,0.83795625,0.000028887898,0.000010469654,0.0000013252431,0.010867312,0.000023060567,0.000009122204,0.00018180732,0.1506307,0.000036666046],"about_ca_topic_score_codex":0.00012800474,"about_ca_topic_score_gemma":0.000028866449,"teacher_disagreement_score":0.74608785,"about_ca_system_score_codex":0.00012897098,"about_ca_system_score_gemma":0.0008882478,"threshold_uncertainty_score":0.99995494},"labels":[],"label_agreement":null},{"id":"W3109632365","doi":"10.2196/25070","title":"Documenting Social Media Engagement as Scholarship: A New Model for Assessing Academic Accomplishment for the Health Professions","year":2020,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":56,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fleming College","funders":"National Cancer Institute; Reseau canadien de recherche respiratoire","keywords":"Social media; Scholarship; Health professions; Psychology; Sociology; Public relations; Health care; Medical education; Computer science; World Wide Web; Medicine; Political science","score_opus":0.712179093232255,"score_gpt":0.6594926242673186,"score_spread":0.05268646896493645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3109632365","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06364361,0.0014590323,0.040672727,0.8876559,0.0036938728,0.0027151273,0.00000333141,0.000022502467,0.00013385956],"genre_scores_gemma":[0.9692523,0.0012320677,0.004348585,0.005729864,0.018546795,0.0005796067,0.0000048365837,0.000033042455,0.00027290604],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9915911,0.0018406603,0.0009754093,0.00022813697,0.004482836,0.00088184094],"domain_scores_gemma":[0.9711193,0.025341302,0.0007063392,0.000104520186,0.0010954943,0.0016330824],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.04219037,0.00010539602,0.00032053766,0.00014420257,0.0016053647,0.0003346108,0.0015780587,0.00030578914,0.0002744091],"category_scores_gemma":[0.12628677,0.0000757294,0.00017206941,0.00044719392,0.00033798997,0.00048672518,0.00024509564,0.0033848523,0.000008816098],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021374316,0.000105215906,0.0007380107,0.0001886376,0.00007125459,0.0000019928618,0.45292497,0.0000069511857,0.000022676757,0.023565508,0.23962808,0.28253296],"study_design_scores_gemma":[0.004162073,0.0007652718,0.0024411243,0.002348721,0.0000971451,0.0000060625384,0.28231922,0.034677662,0.00009270513,0.073247634,0.5994867,0.00035565125],"about_ca_topic_score_codex":0.00078263565,"about_ca_topic_score_gemma":0.00043091053,"teacher_disagreement_score":0.9056087,"about_ca_system_score_codex":0.000939448,"about_ca_system_score_gemma":0.013427564,"threshold_uncertainty_score":0.9996944},"labels":[],"label_agreement":null},{"id":"W3109826360","doi":"10.1016/j.annonc.2020.10.426","title":"434P Pan-Canadian evidence-based, consensus-driven cancer treatment protocols/information for use at the point of care by medical oncologists? Is there a need?","year":2020,"lang":"en","type":"article","venue":"Annals of Oncology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Protocol (science); Dosing; Usability; Family medicine; Point of care; MEDLINE; Alternative medicine; Nursing; Internal medicine; Pathology","score_opus":0.43217686092690294,"score_gpt":0.5259137053317239,"score_spread":0.09373684440482094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3109826360","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31673202,0.0010500943,0.000009622583,0.65682584,0.0005922528,0.02358787,0.00044149728,0.000022168686,0.00073862064],"genre_scores_gemma":[0.9299087,0.0016850212,0.00033162354,0.02666465,0.0005305574,0.040779304,0.00004780842,0.000013858904,0.000038478567],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99806696,0.0005128262,0.0004914398,0.00015744353,0.00039873677,0.00037260915],"domain_scores_gemma":[0.9935234,0.0046514347,0.0005041265,0.0001499198,0.00076906895,0.00040200795],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006742191,0.00011079082,0.0003464396,0.00005131264,0.00031510502,0.00001601545,0.0002809351,0.00032950702,0.000588103],"category_scores_gemma":[0.0068673594,0.00008344723,0.00012103024,0.00024738372,0.0006915117,0.00016403213,0.000021712069,0.000105420906,0.00001397863],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00086411077,0.00018171722,0.07327592,0.00038631784,0.000095306874,0.0000029025043,0.20688994,0.000035875855,0.00003788353,0.00071441557,0.25792465,0.45959097],"study_design_scores_gemma":[0.00069264096,0.0030535797,0.0039244955,0.00014013832,0.00003151452,2.676931e-7,0.01784478,0.000117500414,0.0009123117,0.000042052718,0.973149,0.000091728776],"about_ca_topic_score_codex":0.4151687,"about_ca_topic_score_gemma":0.46568534,"teacher_disagreement_score":0.7152243,"about_ca_system_score_codex":0.0011821939,"about_ca_system_score_gemma":0.012472707,"threshold_uncertainty_score":0.9931257},"labels":[],"label_agreement":null},{"id":"W3110135895","doi":"10.1097/der.0000000000000646","title":"YouTube as a Source of Information on Contact Dermatitis","year":2020,"lang":"en","type":"article","venue":"Dermatitis","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences","keywords":"Contact dermatitis; MEDLINE; Allergic contact dermatitis; Social media; Patch testing","score_opus":0.05059489962188611,"score_gpt":0.3366678880857498,"score_spread":0.2860729884638637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3110135895","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74156195,0.000106416555,0.0013967074,0.16384192,0.002697854,0.0018679062,0.000034469518,0.00028570747,0.088207066],"genre_scores_gemma":[0.97372764,0.0001293111,0.00026762602,0.025269682,0.00041947706,0.00013474154,0.000029861681,0.000007983198,0.000013676034],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985736,0.00020890016,0.00038708682,0.000086831424,0.0005116823,0.00023190143],"domain_scores_gemma":[0.99855894,0.00067533524,0.00025314817,0.00010647184,0.00016734612,0.0002387541],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020492444,0.00008642828,0.00017634238,0.00007572592,0.00025894024,0.000057228666,0.00019218678,0.00010926771,0.0004942119],"category_scores_gemma":[0.00425045,0.00009774342,0.00005343625,0.00038672533,0.00009349106,0.00069191935,0.000017364484,0.00013129912,0.00086583284],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006737128,0.00005496729,0.026453255,0.00029854526,0.000025805783,0.0000026169953,0.71821576,0.000024977433,0.00001600356,0.055090714,0.07997727,0.11983334],"study_design_scores_gemma":[0.00033713834,0.000112660244,0.121181436,0.000078492245,0.000012597816,0.0000014557431,0.016637636,0.00013124743,0.0006053173,0.0005056312,0.8602464,0.00014999347],"about_ca_topic_score_codex":0.01153589,"about_ca_topic_score_gemma":0.00031560712,"teacher_disagreement_score":0.78026915,"about_ca_system_score_codex":0.00012176933,"about_ca_system_score_gemma":0.0003642902,"threshold_uncertainty_score":0.9999121},"labels":[],"label_agreement":null},{"id":"W3110447881","doi":"10.1093/ehjci/ehaa946.3458","title":"Transitioning a randomized controlled trial to a digital registry – experience from the TAILOR-PCI digital follow-up study on onboarding, engagement and geofencing consent rate","year":2020,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"St. Michael's Hospital; Ottawa Heart Institute","funders":"","keywords":"Conventional PCI; Medicine; Onboarding; Randomized controlled trial; Informed consent; Digital health; Percutaneous coronary intervention; mHealth; Clinical trial; Session (web analytics); Family medicine; Medical education; Medical physics; Psychological intervention; Surgery; Nursing; Alternative medicine; Internal medicine; Health care; World Wide Web; Computer science; Psychology","score_opus":0.19565142443113384,"score_gpt":0.39173218274698873,"score_spread":0.1960807583158549,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3110447881","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96454257,0.000099213685,0.00038570396,0.023236949,0.003818917,0.0057056895,0.000007882784,0.00005922256,0.002143871],"genre_scores_gemma":[0.99302953,0.000030901054,0.00006190971,0.0021122892,0.0043990994,0.00027459668,0.0000022461024,0.000024928528,0.00006446644],"study_design_codex":"qualitative","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99283105,0.00495787,0.00073234446,0.00034423865,0.0007344267,0.0004000846],"domain_scores_gemma":[0.98967516,0.009171012,0.000322626,0.00014691145,0.00012075646,0.0005635317],"candidate_categories":["metaresearch","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.005767286,0.0001881677,0.00066681136,0.000049392795,0.001843491,0.0016198586,0.0002684205,0.000031572898,0.00007657958],"category_scores_gemma":[0.03327028,0.00013649394,0.00024557783,0.00022078428,0.00024945507,0.000385858,0.00005884472,0.0005497649,0.000059842627],"study_design_candidate":"randomized_trial","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.30899402,0.00016463904,0.0038954834,0.0000033207818,0.00014542683,0.00004970509,0.68262637,0.000020763142,0.00005822228,0.00008505236,0.0019846803,0.0019723135],"study_design_scores_gemma":[0.71729493,0.00088281464,0.004183892,0.00017166662,0.00010766721,0.000006924645,0.25964352,0.000037476915,0.000005770236,0.00005463053,0.017327297,0.00028341703],"about_ca_topic_score_codex":0.00017933779,"about_ca_topic_score_gemma":0.000030649942,"teacher_disagreement_score":0.42298284,"about_ca_system_score_codex":0.00012947238,"about_ca_system_score_gemma":0.00045197486,"threshold_uncertainty_score":0.999456},"labels":[],"label_agreement":null},{"id":"W3110613041","doi":"10.1093/cvr/cvaa333","title":"Cardiovascular Research and social media: connecting with researchers, advancing science","year":2020,"lang":"en","type":"article","venue":"Cardiovascular Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph; Dalhousie University","funders":"","keywords":"Social media; Medicine; Sociology; Computer science; World Wide Web","score_opus":0.4793744810093829,"score_gpt":0.49943923829102504,"score_spread":0.020064757281642143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3110613041","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9176983,0.030890683,0.0004731787,0.028073084,0.0012833908,0.0056541082,0.000010185044,0.00035771664,0.0155593045],"genre_scores_gemma":[0.99142855,0.0017708818,0.001014112,0.00005876515,0.004942729,0.0006868575,0.0000058589517,0.0000770286,0.000015211824],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9770826,0.0060172407,0.00035189357,0.0014428351,0.012122717,0.0029826753],"domain_scores_gemma":[0.98435766,0.007979543,0.00004924425,0.00084477325,0.0052374494,0.0015313299],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.08349396,0.00021412926,0.000710466,0.00083160313,0.009601406,0.00073272054,0.0013419639,0.00028784014,0.000059371112],"category_scores_gemma":[0.07118517,0.00021496286,0.00035367694,0.008365755,0.008757132,0.00081780145,0.0007195285,0.0026828458,0.00010188842],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026961346,0.00011770227,0.0049855504,0.0007187336,0.0012908446,0.00032434668,0.5785499,0.00010660547,0.000608191,0.020740172,0.0016170985,0.39067122],"study_design_scores_gemma":[0.0013392123,0.00032184852,0.0051969294,0.00014280251,0.00008961877,0.000015888312,0.32538852,0.00007803618,0.00078798813,0.0013950453,0.66470975,0.00053437613],"about_ca_topic_score_codex":0.0066899187,"about_ca_topic_score_gemma":0.0006830505,"teacher_disagreement_score":0.6630926,"about_ca_system_score_codex":0.0015575754,"about_ca_system_score_gemma":0.005201218,"threshold_uncertainty_score":0.9999246},"labels":[],"label_agreement":null},{"id":"W3111496071","doi":"10.1016/j.accpm.2020.11.001","title":"A communication strategy based on Twitter improves article citation rate and impact factor of medical journals","year":2020,"lang":"en","type":"article","venue":"Anaesthesia Critical Care & Pain Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Impact factor; Citation; Factor (programming language); Social media; Data science; Library science; World Wide Web; Law","score_opus":0.17325914001540987,"score_gpt":0.47291894363601145,"score_spread":0.2996598036206016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3111496071","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6886899,0.0014045202,0.0006582838,0.30853215,0.00007407678,0.00042826385,0.0000015449516,0.00003629213,0.0001749523],"genre_scores_gemma":[0.9825567,0.00034155598,0.00020048636,0.016307954,0.0005117989,0.00005772203,0.000009393394,0.000013814203,5.821381e-7],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9955479,0.0024339545,0.00044448406,0.00020104443,0.0010675553,0.00030507735],"domain_scores_gemma":[0.9919991,0.0065209945,0.00011531254,0.00016628465,0.0004517284,0.00074656185],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0038032578,0.00012356266,0.0002961369,0.0000939375,0.00025185398,0.000039047434,0.00023731498,0.00019313114,0.00051641103],"category_scores_gemma":[0.03820041,0.000100851954,0.000050169023,0.00044528086,0.000902355,0.00014147988,0.000010633451,0.00034392078,0.0000049216624],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029796042,0.00026576154,0.12066573,0.0007624314,0.000028957305,0.000028452912,0.2742029,0.0000111436275,0.001690931,0.016029947,0.003370909,0.5826449],"study_design_scores_gemma":[0.002449309,0.0065295394,0.73247796,0.0015839655,0.00015574752,0.0000014212189,0.23243684,0.012424081,0.00038145913,0.0056833173,0.005321989,0.0005543701],"about_ca_topic_score_codex":0.0028559375,"about_ca_topic_score_gemma":0.00020556878,"teacher_disagreement_score":0.61181223,"about_ca_system_score_codex":0.00012010389,"about_ca_system_score_gemma":0.0005933374,"threshold_uncertainty_score":0.96990126},"labels":[],"label_agreement":null},{"id":"W3111525374","doi":"10.3148/cjdpr-2020-035","title":"Opportunities for Qualitative Analysis of Social Media Platforms in Dietetic Research and Practice","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Dietetic Practice and Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Carleton University; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Social media; Qualitative research; Data collection; Focus group; Public relations; Qualitative property; Qualitative analysis; Content analysis; Sociology; Psychology; Data science; Computer science; Political science; World Wide Web; Social science","score_opus":0.7704093932039267,"score_gpt":0.6227833858414035,"score_spread":0.14762600736252318,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3111525374","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6159994,0.0034842824,0.000015246628,0.3758045,0.00038786154,0.0009265356,0.000050075094,0.0000029231226,0.0033291692],"genre_scores_gemma":[0.99469715,0.0033340196,0.0009970473,0.00026974812,0.0005938893,0.000063225605,0.0000050694607,0.000012231233,0.000027632821],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99401134,0.00317591,0.00058979663,0.00019411836,0.0013456076,0.00068321597],"domain_scores_gemma":[0.8784955,0.11416429,0.00045574142,0.00009791522,0.0053228247,0.001463707],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.033776786,0.00008309799,0.0004071006,0.0014803761,0.0009403728,0.00015372552,0.0002783599,0.00017339327,0.000050146005],"category_scores_gemma":[0.30683064,0.00007982159,0.000057684676,0.0025299734,0.002049969,0.0009097613,0.000033216646,0.0009959497,0.000001018686],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043563484,0.00008118104,0.00084722386,0.0001559523,0.00029447794,0.000052176078,0.96601313,8.260117e-7,0.000020008001,0.021007575,0.0017987425,0.009293063],"study_design_scores_gemma":[0.00034332418,0.00057513564,0.0035987315,0.00006629865,0.0002146659,0.0000026358407,0.9385595,0.000024426896,0.000008513396,0.0033775542,0.05315011,0.0000791152],"about_ca_topic_score_codex":0.03188929,"about_ca_topic_score_gemma":0.078966595,"teacher_disagreement_score":0.37869775,"about_ca_system_score_codex":0.0003565014,"about_ca_system_score_gemma":0.0076582995,"threshold_uncertainty_score":0.99796736},"labels":[],"label_agreement":null},{"id":"W3111698072","doi":"10.1093/geroni/igaa057.328","title":"#Dementia: An Evaluation of the Worldwide Dementia Twitter Network","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Influencer marketing; Dementia; Social media; Conversation; Health care; Analytics; Social network (sociolinguistics); Psychology; Internet privacy; Disease; Medicine; Computer science; World Wide Web; Business; Political science; Data science; Communication","score_opus":0.21243989826044987,"score_gpt":0.4351859688487707,"score_spread":0.22274607058832083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3111698072","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9653074,0.000102169564,0.00031746505,0.027552139,0.0028006183,0.0008940767,3.965379e-7,0.000026584024,0.0029991101],"genre_scores_gemma":[0.9955124,0.0000030262115,0.0007346815,0.0024102223,0.0011490214,0.0001753546,0.000006365071,0.0000064499645,0.0000024637088],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979899,0.00057847257,0.00043659538,0.00013767289,0.0006711606,0.00018618569],"domain_scores_gemma":[0.99877256,0.0002171528,0.0002991721,0.00010775173,0.0005747388,0.000028611928],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038686176,0.00004946839,0.0000756919,0.00007688414,0.00023511033,0.000028660534,0.0001849064,0.00004623627,0.00013234217],"category_scores_gemma":[0.002852767,0.000048515052,0.000012342959,0.0037400837,0.000074283394,0.00023254761,0.000025510528,0.00012845763,0.0000050839403],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000029109547,0.00002019966,0.89557385,0.000012966458,0.0000116520105,4.05318e-8,0.05223613,0.00099637,0.00015042379,0.011231779,0.00093711953,0.038826574],"study_design_scores_gemma":[0.0003426789,0.000012210656,0.96476686,0.00007034767,0.000049760416,3.0448483e-8,0.0072953003,0.0025252872,0.00022959251,0.009586861,0.015020076,0.000101017875],"about_ca_topic_score_codex":0.0009840721,"about_ca_topic_score_gemma":0.00084932044,"teacher_disagreement_score":0.069193,"about_ca_system_score_codex":0.00014148078,"about_ca_system_score_gemma":0.00047950813,"threshold_uncertainty_score":0.34152344},"labels":[],"label_agreement":null},{"id":"W3112354894","doi":"10.2196/20649","title":"Public Response to a Social Media Tobacco Prevention Campaign: Content Analysis","year":2020,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Cancer Institute; Center for Tobacco Products; National Institutes of Health","keywords":"Public health; Environmental health; Social media; Content analysis; Tobacco use; Computer science; Medicine; Sociology; World Wide Web; Population; Social science","score_opus":0.33326048457982893,"score_gpt":0.42700160528399467,"score_spread":0.09374112070416574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3112354894","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5676629,0.00026813766,0.0003887456,0.42908886,0.00076083856,0.0013641594,0.000028292727,0.0001454945,0.00029258494],"genre_scores_gemma":[0.98632675,0.00016200957,0.0002115803,0.010624889,0.0015436347,0.0010054538,0.000062457075,0.000015755808,0.00004745107],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99374527,0.0033753656,0.0006088833,0.0005074995,0.00075938925,0.0010035872],"domain_scores_gemma":[0.9939074,0.0024514708,0.00030207375,0.00017037401,0.00045251375,0.0027161548],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00635566,0.00015978,0.0005182077,0.00030903818,0.0011454576,0.00026588683,0.0002835768,0.00017570317,0.00015699732],"category_scores_gemma":[0.02689193,0.00017199376,0.000118817545,0.003636496,0.00017692013,0.00031708227,0.000056537527,0.00023222149,0.000041357078],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023612984,0.000116058574,0.58261776,0.000058554408,0.00006843992,0.0000012678049,0.24649702,3.1725145e-7,0.0000065540758,0.0036304402,0.007413013,0.15935446],"study_design_scores_gemma":[0.00029551683,0.00012574544,0.59226054,0.0000026548198,0.0000018206587,1.5608167e-7,0.02065927,0.000015079675,9.304501e-8,0.000051036095,0.3864255,0.00016261518],"about_ca_topic_score_codex":0.0011285217,"about_ca_topic_score_gemma":0.013541706,"teacher_disagreement_score":0.41866386,"about_ca_system_score_codex":0.00052044727,"about_ca_system_score_gemma":0.004347069,"threshold_uncertainty_score":0.98130494},"labels":[],"label_agreement":null},{"id":"W3112384793","doi":"10.2196/24562","title":"How Health Care Workers Wield Influence Through Twitter Hashtags: Retrospective Cross-sectional Study of the Gun Violence and COVID-19 Public Health Crises","year":2020,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":51,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development","keywords":"Categorization; Vocabulary; Health care; Public health; Social media; Medicine; Psychology; Computer science; Nursing; Artificial intelligence; Political science; Linguistics; World Wide Web","score_opus":0.1803248424776079,"score_gpt":0.442688258240073,"score_spread":0.26236341576246514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3112384793","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6454623,0.0039313035,0.000094177805,0.346151,0.00087020214,0.0032911503,0.000048866976,0.0000985112,0.00005251619],"genre_scores_gemma":[0.94887346,0.0024325792,0.00009682245,0.047243766,0.00060849293,0.0006932775,0.00001702548,0.000021522614,0.000013058395],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99305487,0.0028291864,0.0008716622,0.000851038,0.0011642479,0.001228984],"domain_scores_gemma":[0.9942161,0.0013142652,0.0010390609,0.00038448413,0.0006269899,0.0024191348],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.003690631,0.00026242694,0.00064745144,0.000097782504,0.003068157,0.00050078,0.00050322857,0.00017758252,0.00001970607],"category_scores_gemma":[0.012842843,0.00022929344,0.00006228568,0.0016771771,0.0010017134,0.00073599373,0.00014614963,0.0006320394,0.0000013623916],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021465996,0.00008656281,0.75993776,0.00040551345,0.0000100034185,2.4901928e-7,0.23275809,0.0000018042059,7.2532146e-8,0.00039264892,0.0018993368,0.0044864975],"study_design_scores_gemma":[0.00056766294,0.00058168307,0.81218094,0.000031455475,2.917804e-7,0.0000012983826,0.12094425,0.0000050053904,3.5762305e-8,0.00010647823,0.06543119,0.00014972803],"about_ca_topic_score_codex":0.042298872,"about_ca_topic_score_gemma":0.02254269,"teacher_disagreement_score":0.30341116,"about_ca_system_score_codex":0.0015509519,"about_ca_system_score_gemma":0.017017936,"threshold_uncertainty_score":0.99822974},"labels":[],"label_agreement":null},{"id":"W3112462010","doi":"10.2196/16927","title":"Facebook-Based Social Marketing to Reduce Smoking in Australia’s First Nations Communities: An Analysis of Reach, Shares, and Likes","year":2020,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Health and Medical Research Council; Medical Research Council","keywords":"Social media; Tobacco control; Advertising; Content analysis; Appeal; Promotion (chess); Smoking prevalence; Health promotion; Social marketing; Service (business); Medicine; Business; Public health; Political science; Marketing; Sociology; Nursing; Politics","score_opus":0.43307076739828326,"score_gpt":0.5582863894637764,"score_spread":0.12521562206549314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3112462010","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93674076,0.00006540803,0.000050388408,0.06213369,0.00023772659,0.00036134938,0.0000069850007,0.0000061059095,0.00039760442],"genre_scores_gemma":[0.9986908,0.00016528527,0.00016304116,0.00021486497,0.0006813537,0.000048724836,0.0000055695514,0.0000073075803,0.000023045191],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9934409,0.0028382856,0.0006793036,0.00012368862,0.00257051,0.0003473065],"domain_scores_gemma":[0.98814875,0.010152294,0.00024067733,0.00008454831,0.00068693503,0.0006868058],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.016711477,0.00006902955,0.00033775027,0.0010285462,0.00030535797,0.00009764193,0.00079324585,0.00020435179,0.0015496357],"category_scores_gemma":[0.036863107,0.00006820785,0.00007710191,0.0018548311,0.00052219874,0.00016182175,0.00010631309,0.0011223108,0.0000020459456],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044462708,0.0003304766,0.21709627,0.00031175045,0.00022727712,0.000032747008,0.7559462,0.0000699625,0.000045964596,0.0023427021,0.005687292,0.017464692],"study_design_scores_gemma":[0.0014588722,0.00094688,0.43552494,0.0024232368,0.00019145878,0.0000026134712,0.48759714,0.009085854,0.00016082736,0.00023989483,0.06205009,0.0003181765],"about_ca_topic_score_codex":0.060907274,"about_ca_topic_score_gemma":0.124306776,"teacher_disagreement_score":0.2683491,"about_ca_system_score_codex":0.00042978855,"about_ca_system_score_gemma":0.0010508234,"threshold_uncertainty_score":0.99936306},"labels":[],"label_agreement":null},{"id":"W3113204572","doi":"10.2196/17598","title":"Twitter as a Mental Health Support System for Students and Professionals in the Medical Field","year":2020,"lang":"en","type":"article","venue":"JMIR Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mental health; Field (mathematics); Social media; Conversation; Medical education; Health professionals; Psychology; Social support; Microblogging; Public relations; Health care; Computer science; World Wide Web; Medicine; Psychiatry; Political science; Social psychology","score_opus":0.09389558887640158,"score_gpt":0.5549767867449699,"score_spread":0.46108119786856827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3113204572","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38111493,0.000106105064,0.0000116471065,0.6126266,0.0030274813,0.002655772,0.0000011346507,0.000023677821,0.00043262832],"genre_scores_gemma":[0.8915182,0.00006803678,0.00005724963,0.101769015,0.0025404282,0.0039449725,0.00003249232,0.000007396805,0.0000622113],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9967802,0.00058370194,0.00036934164,0.00021643515,0.0017661488,0.000284143],"domain_scores_gemma":[0.99760514,0.0014032477,0.00012357235,0.00008153772,0.000059206697,0.0007272964],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0030126267,0.00007443002,0.0001579878,0.000040334155,0.00035875276,0.000039303384,0.00038126262,0.00020538276,0.0005631964],"category_scores_gemma":[0.009792421,0.000056391913,0.000026948252,0.00026220517,0.000113523136,0.00008787414,0.000034492954,0.00028917068,0.000026376734],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005321358,0.000667966,0.03806525,0.00040931956,0.000006292583,0.0000014756611,0.6154062,3.1776912e-9,3.6087246e-7,0.0056289746,0.27562088,0.06414007],"study_design_scores_gemma":[0.0011708167,0.00045674504,0.052132525,0.00079907745,0.000007968454,0.000010213688,0.51581967,0.00004305684,0.0000039663596,0.00041267322,0.42896304,0.00018027004],"about_ca_topic_score_codex":0.0018796569,"about_ca_topic_score_gemma":0.000481745,"teacher_disagreement_score":0.51085764,"about_ca_system_score_codex":0.00022334208,"about_ca_system_score_gemma":0.008422554,"threshold_uncertainty_score":0.9985485},"labels":[],"label_agreement":null},{"id":"W3113258583","doi":"10.1139/facets-2020-0026","title":"SciSpends: an exploratory survey investigating nonreimbursed expenses in biological sciences","year":2020,"lang":"en","type":"article","venue":"FACETS","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Simon Fraser University; British Columbia Institute of Technology; Memorial University of Newfoundland","funders":"","keywords":"Operating expense; Exploratory research; Descriptive statistics; Inclusion (mineral); Business; Position (finance); Descriptive research; Psychology; Actuarial science; Marketing; Accounting; Finance; Social psychology; Sociology; Statistics; Social science","score_opus":0.6863921306470774,"score_gpt":0.49572569320704907,"score_spread":0.1906664374400283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3113258583","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99144816,0.00015317995,0.000008476178,0.0052940478,0.0012751399,0.0005400343,0.0000053133817,0.000107957014,0.0011677133],"genre_scores_gemma":[0.9970664,0.000037582835,0.00074649684,0.0014069569,0.0005684378,0.00015379151,0.000010963382,0.000007018158,0.0000023753012],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99673337,0.0017981853,0.00026364526,0.00037416804,0.0004005871,0.00043003663],"domain_scores_gemma":[0.99758834,0.001732404,0.000109372275,0.00008886331,0.000077250996,0.0004037769],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0030942746,0.000096318545,0.000179525,0.00006973098,0.00056747266,0.0000924559,0.0003947171,0.00013091223,0.00016330571],"category_scores_gemma":[0.02066888,0.000094383446,0.000019022169,0.0010784484,0.0007519362,0.000443251,0.000043102813,0.000185419,0.00009335787],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005471537,0.000039353108,0.85513926,0.0000053917383,9.908249e-7,0.0000013812486,0.1400939,0.000009450022,0.0005073125,0.0012679134,0.00029900632,0.0026305465],"study_design_scores_gemma":[0.00024278223,0.00023534344,0.89900523,0.000036951566,0.0000015407038,1.3491935e-7,0.09508128,0.00013701606,0.0005314832,0.0011474204,0.003307265,0.00027354478],"about_ca_topic_score_codex":0.006724313,"about_ca_topic_score_gemma":0.012174592,"teacher_disagreement_score":0.04501262,"about_ca_system_score_codex":0.000106346975,"about_ca_system_score_gemma":0.0009527094,"threshold_uncertainty_score":0.99988997},"labels":[],"label_agreement":null},{"id":"W3113573403","doi":"10.2196/21266","title":"Use of #SaludTues Tweetchats for the Dissemination of Culturally Relevant Information on Latino Health Equity: Exploratory Case Study","year":2020,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Health equity; Information Dissemination; Equity (law); Social media; Population; Internet privacy; Exploratory research; Psychology; Public relations; Public health; World Wide Web; Medicine; Political science; Sociology; Computer science; Environmental health; Nursing","score_opus":0.2691179472065588,"score_gpt":0.46144602551103037,"score_spread":0.19232807830447157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3113573403","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8723735,0.0002842868,0.00022264739,0.12063898,0.0006985332,0.005622129,0.00006534281,0.000054097516,0.000040430914],"genre_scores_gemma":[0.995872,0.0006445377,0.00014480836,0.0023114597,0.00023859856,0.00074697024,0.000030728836,0.00000707913,0.000003811435],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9974333,0.00081311545,0.00072036363,0.00016163134,0.00050135737,0.0003702222],"domain_scores_gemma":[0.9938032,0.0042882217,0.0007865004,0.00015191267,0.0005032391,0.00046690588],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0037040776,0.00009963394,0.00030655842,0.00006629301,0.00064999243,0.00007994991,0.00013217164,0.00006217669,0.0000038570647],"category_scores_gemma":[0.01087233,0.000077248485,0.00003407641,0.00051661674,0.0001371967,0.00067022885,0.000034018678,0.00012717178,9.352613e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059575777,0.00014817624,0.09578104,0.00061687035,0.0000118229555,3.9443964e-7,0.56501544,0.000003354247,0.0000012274141,0.0023695012,0.004322659,0.33166996],"study_design_scores_gemma":[0.00077488634,0.0030441897,0.25328168,0.000101049875,0.0000023004968,0.0000025945249,0.5716232,0.00076660817,0.0000025327702,0.00007519456,0.17006572,0.0002600746],"about_ca_topic_score_codex":0.00520016,"about_ca_topic_score_gemma":0.0040707765,"teacher_disagreement_score":0.3314099,"about_ca_system_score_codex":0.0001972098,"about_ca_system_score_gemma":0.0019846668,"threshold_uncertainty_score":0.99745953},"labels":[],"label_agreement":null},{"id":"W3114178403","doi":"10.2196/24681","title":"Public Perspectives on Anti-Diabetic Drugs: Exploratory Analysis of Twitter Posts","year":2020,"lang":"en","type":"article","venue":"JMIR Diabetes","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"U.S. National Library of Medicine; National Institutes of Health; National Institute for Health and Care Research","keywords":"Exploratory analysis; Social media; Exploratory research; Internet privacy; Business; Sociology; Computer science; World Wide Web; Data science; Social science","score_opus":0.1243247562882562,"score_gpt":0.3715332571105199,"score_spread":0.24720850082226367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3114178403","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9688974,0.00039123153,0.0000010685617,0.027355276,0.00054880383,0.0006593897,0.0000100961315,0.00010063153,0.0020361256],"genre_scores_gemma":[0.99723166,0.00006993637,0.000049772745,0.0014587075,0.0006829263,0.0004692241,0.000011373966,0.00001607704,0.0000103402945],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997962,0.00044766595,0.00027640528,0.0003350622,0.0005480657,0.00043079403],"domain_scores_gemma":[0.99767315,0.0013139527,0.00020061206,0.00020309688,0.00029066068,0.00031851316],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004958559,0.0001236407,0.00037689903,0.00034720488,0.00023053018,0.00006058429,0.00029309973,0.000117985284,0.00041925168],"category_scores_gemma":[0.0027623333,0.00012806039,0.00016091828,0.0027208868,0.00035432412,0.00025562567,0.000029121604,0.00016104135,0.00008482761],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000034729048,0.00017193894,0.5122665,0.000043506545,0.00023066158,2.4072577e-7,0.48030925,0.00000393998,0.00033366983,0.0022879865,0.0012827677,0.0030660774],"study_design_scores_gemma":[0.00027596272,0.0002099369,0.72371614,0.00004456101,0.00029423324,2.9625422e-9,0.26197997,0.00013455855,0.00094222935,0.0003052579,0.01173992,0.0003572341],"about_ca_topic_score_codex":0.00009923981,"about_ca_topic_score_gemma":0.00003432849,"teacher_disagreement_score":0.21832927,"about_ca_system_score_codex":0.0001715719,"about_ca_system_score_gemma":0.00030568434,"threshold_uncertainty_score":0.5222151},"labels":[],"label_agreement":null},{"id":"W3116724179","doi":"10.1101/2020.12.22.20248712","title":"Content analysis and characterization of medical tweets during the early Covid-19 pandemic","year":2020,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan; Ottawa Hospital; University of British Columbia; McMaster University; University of Ottawa","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Content analysis; Public health; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Social media; 2019-20 coronavirus outbreak; Psychology; Public relations; Political science; Medicine; Sociology; Computer science; Nursing; World Wide Web; Pathology; Social science; Disease; Infectious disease (medical specialty)","score_opus":0.24633460208043165,"score_gpt":0.42760392000612274,"score_spread":0.1812693179256911,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3116724179","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9576492,0.00013931381,0.00035287804,0.038952902,0.0018560746,0.0009264766,0.000022792525,0.00006653889,0.000033835626],"genre_scores_gemma":[0.9961235,0.0019758607,0.000015910377,0.00052035565,0.0009720655,0.00032427817,0.000037516078,0.0000107045635,0.000019803354],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99693096,0.0008667082,0.0004835128,0.00034755268,0.0011480199,0.0002232604],"domain_scores_gemma":[0.9973289,0.0012856432,0.0005063911,0.00023630523,0.0001290163,0.0005137411],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0024083466,0.0001242502,0.00039526817,0.00014587848,0.00035605254,0.000058072037,0.00051314215,0.00039449765,0.00020594621],"category_scores_gemma":[0.011033065,0.0001031728,0.00011367579,0.0006815019,0.00047600895,0.00005100904,0.00023342721,0.00051549583,0.0000042707093],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009154997,0.000013242567,0.93850064,0.00016828018,0.00011236857,0.0000015233312,0.059707962,7.005591e-7,0.0004433932,0.00023479493,0.0000022230345,0.0008057369],"study_design_scores_gemma":[0.000105927385,0.000007375803,0.9964376,0.00003629581,0.00019889431,2.502188e-7,0.0013399444,0.00004165509,0.00003192891,0.00022063665,0.0014891214,0.00009033388],"about_ca_topic_score_codex":0.023579802,"about_ca_topic_score_gemma":0.004216091,"teacher_disagreement_score":0.058368016,"about_ca_system_score_codex":0.00025713604,"about_ca_system_score_gemma":0.0013422725,"threshold_uncertainty_score":0.9972974},"labels":[],"label_agreement":null},{"id":"W3117057013","doi":"10.1177/0003134820972979","title":"Social Media in Surgery","year":2020,"lang":"en","type":"article","venue":"The American Surgeon","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Mentorship; Social media; Outreach; Public relations; Online community; Power (physics); Business; Internet privacy; Medical education; Sociology; Political science; Medicine; World Wide Web; Computer science","score_opus":0.19469677881822312,"score_gpt":0.4028405368494426,"score_spread":0.20814375803121948,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3117057013","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8778404,0.00005782303,0.000002713466,0.119277686,0.0010758977,0.0002308029,0.0000014510965,0.00007096923,0.0014422764],"genre_scores_gemma":[0.9946125,0.00018935159,0.000015387124,0.0027517835,0.002295536,0.00011630329,0.0000032192424,0.000011094252,0.0000048011325],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9980921,0.0008059546,0.00021382891,0.0001463732,0.00036700422,0.00037470384],"domain_scores_gemma":[0.98954827,0.009987188,0.00019204675,0.00007956133,0.000043333926,0.00014959736],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0013122077,0.000067867695,0.00024588668,0.00005239282,0.00031725597,0.000022176178,0.00020342747,0.000031332427,0.00011304319],"category_scores_gemma":[0.009530142,0.000059932234,0.00006367222,0.0014747569,0.00072681025,0.00006936331,0.000020884354,0.0001774073,0.00010552541],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056876765,0.000034384506,0.30114564,0.000008418377,0.000005729118,0.0000045900883,0.397443,8.509875e-7,0.00001806031,0.002721728,0.020686166,0.27787456],"study_design_scores_gemma":[0.00006133897,0.000009806923,0.7425984,0.0000075138055,0.00000676894,1.3038063e-7,0.05795964,0.000007383548,0.000014961022,0.0007738221,0.19839972,0.00016046844],"about_ca_topic_score_codex":0.018635983,"about_ca_topic_score_gemma":0.006362531,"teacher_disagreement_score":0.4414528,"about_ca_system_score_codex":0.00012389758,"about_ca_system_score_gemma":0.00052167807,"threshold_uncertainty_score":0.99881303},"labels":[],"label_agreement":null},{"id":"W3118742707","doi":"10.1016/j.invent.2021.100362","title":"Recruiting participants for an international mHealth study via Facebook Ads: Experiences from the Untire App RCT","year":2021,"lang":"en","type":"article","venue":"Internet Interventions","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Horizon 2020; European Commission","keywords":"mHealth; Context (archaeology); Randomized controlled trial; Psychological intervention; Social media; Intervention (counseling); Psychology; Scale (ratio); Medicine; Advertising; Nursing; Computer science; Business; World Wide Web; Surgery","score_opus":0.5178198365397401,"score_gpt":0.5542257583082134,"score_spread":0.03640592176847335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3118742707","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9714772,0.00020842787,0.0035053566,0.0040399656,0.016280163,0.002829361,0.00005341328,0.00013480135,0.0014712776],"genre_scores_gemma":[0.98732865,0.00002872134,0.00040728727,0.000329383,0.0019821234,0.008895816,0.00009206852,0.000019452258,0.00091647817],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99704385,0.0009712422,0.0006648716,0.0004350272,0.00043302999,0.00045200333],"domain_scores_gemma":[0.99684227,0.0019304313,0.00030078305,0.000309677,0.00040851423,0.00020830508],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001503752,0.0001328487,0.00019971274,0.000055229943,0.00065446907,0.00030848902,0.00074045296,0.000087062544,0.0026670904],"category_scores_gemma":[0.0044775205,0.00012190411,0.0002254954,0.0002223106,0.00021600384,0.00045091345,0.00010321218,0.00020572304,0.00008671762],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004015955,0.0013694585,0.09630065,0.000027807477,0.00017465636,0.000003827458,0.8165697,0.0000028312486,0.00003818121,0.0041048285,0.0036604223,0.07770748],"study_design_scores_gemma":[0.0006246524,0.00041310996,0.06037748,0.0004556774,0.000110706365,0.0000012919244,0.8430269,0.00055010087,0.00021069743,0.0033909143,0.09057529,0.00026317843],"about_ca_topic_score_codex":0.020677648,"about_ca_topic_score_gemma":0.07371711,"teacher_disagreement_score":0.08691487,"about_ca_system_score_codex":0.00031549172,"about_ca_system_score_gemma":0.00038927747,"threshold_uncertainty_score":0.9982446},"labels":[],"label_agreement":null},{"id":"W3120434065","doi":"10.5811/westjem.2020.10.49135","title":"Residents’ Perceptions of Effective Features of Educational Podcasts","year":2021,"lang":"en","type":"article","venue":"Western Journal of Emergency Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Perception; Medical education; Psychology; Mathematics education; Computer science; Medicine","score_opus":0.08115077679297705,"score_gpt":0.46439888367929855,"score_spread":0.3832481068863215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3120434065","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9533641,0.003901984,0.000036040965,0.021964932,0.01759897,0.00026196652,0.000003877293,0.0000025248569,0.0028656307],"genre_scores_gemma":[0.9918585,0.0025931462,0.00020674134,0.00004114586,0.0045232796,0.000016989186,0.000004510048,0.00000874524,0.0007469516],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99763626,0.00050292636,0.0008287755,0.00009798291,0.0007712027,0.00016285482],"domain_scores_gemma":[0.99579716,0.0013546767,0.00085273053,0.00012279197,0.0016879368,0.00018470178],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011297881,0.00007877271,0.00032960458,0.00017974756,0.0001198907,0.0000018488776,0.00020276537,0.000078859906,0.004423122],"category_scores_gemma":[0.010657331,0.00006957094,0.00010847867,0.00056305266,0.0002437137,0.00016837128,0.000015592981,0.00020048297,0.00000474402],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037708312,0.00023885925,0.8947864,0.00014813736,0.000068419016,0.000002090518,0.08585757,0.0000033081826,0.003587015,0.001781475,0.009159968,0.0043290504],"study_design_scores_gemma":[0.00027778128,0.00019364773,0.98009545,0.00041167656,0.00007674838,0.0000082313845,0.014764693,1.0472367e-7,0.00026707572,0.0019028035,0.0019523693,0.000049441544],"about_ca_topic_score_codex":0.0018805412,"about_ca_topic_score_gemma":0.001974613,"teacher_disagreement_score":0.08530903,"about_ca_system_score_codex":0.000112192676,"about_ca_system_score_gemma":0.0010948769,"threshold_uncertainty_score":0.9976763},"labels":[],"label_agreement":null},{"id":"W3120680097","doi":"10.1371/journal.pone.0245483","title":"#Caremongering: A community-led social movement to address health and social needs during COVID-19","year":2021,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Impact; Public Health Ontario; McMaster University","funders":"McMaster University","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Pandemic; Medicine; Virology; Outbreak; Internal medicine","score_opus":0.2972212996784618,"score_gpt":0.4205997960932641,"score_spread":0.12337849641480231,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3120680097","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8799907,0.00018013029,0.000006661715,0.11723448,0.0004517571,0.0010412806,0.000017411796,0.00013628576,0.00094126846],"genre_scores_gemma":[0.98366714,0.0001599598,0.0005194809,0.01270816,0.002043775,0.0006244181,0.000033601253,0.000027167927,0.0002163102],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9967262,0.0014304089,0.0003216176,0.00020394361,0.00072910794,0.0005887366],"domain_scores_gemma":[0.9979587,0.0007996393,0.00014986332,0.00015438706,0.00021726933,0.0007201298],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0012268178,0.00012568533,0.00035562785,0.00013661577,0.005139248,0.0001191976,0.00021908016,0.0001414736,0.00013834257],"category_scores_gemma":[0.0036065679,0.00017291444,0.00004441313,0.0007334833,0.000190373,0.00011582011,0.00016587297,0.00042483956,0.000016189659],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000398696,0.0009454243,0.019028278,0.00081896357,0.00007650773,0.0000028314032,0.97189116,3.5407692e-7,0.0011686537,0.0033529543,0.0006550404,0.0020199714],"study_design_scores_gemma":[0.0018720534,0.0002181382,0.12519178,0.00026352814,0.00009362932,6.7085426e-7,0.84994715,0.000005564239,0.0016362884,0.002540331,0.017528234,0.0007026425],"about_ca_topic_score_codex":0.0143350335,"about_ca_topic_score_gemma":0.010889608,"teacher_disagreement_score":0.12194401,"about_ca_system_score_codex":0.0014717622,"about_ca_system_score_gemma":0.00232899,"threshold_uncertainty_score":0.9961559},"labels":[],"label_agreement":null},{"id":"W3120907538","doi":"10.1093/ofid/ofaa439.445","title":"135. Impact of #idjclub, a Synchronous Twitter Journal Club, as a Novel Infectious Disease Education Platform","year":2020,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Social media; Medicine; Journal club; Medical education; Club; Likert scale; Family medicine; Psychology; World Wide Web; Computer science","score_opus":0.060546791001660175,"score_gpt":0.41141454513613657,"score_spread":0.3508677541344764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3120907538","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9629048,0.0006268834,0.00018873932,0.007431246,0.004259906,0.0034717817,0.00007592088,0.0001715096,0.020869212],"genre_scores_gemma":[0.9942651,0.00026002264,0.000050126357,0.00263879,0.0018454873,0.0007665314,0.00004654976,0.000053084994,0.00007435285],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973304,0.00023278403,0.000625835,0.0004185139,0.00066492177,0.00072751736],"domain_scores_gemma":[0.995824,0.0006608363,0.00068758964,0.0003009783,0.00060185837,0.0019247832],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00038951027,0.00029700136,0.00046314567,0.00021349781,0.0013612831,0.00059316977,0.0006916074,0.00015444876,0.0014440151],"category_scores_gemma":[0.0071713827,0.00029128007,0.00038256464,0.0009590365,0.0003331139,0.0014892585,0.00019957885,0.0003548332,0.00019081209],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031437472,0.002097543,0.9289787,0.00012045834,0.000173896,0.0000067441892,0.017067535,0.00013689099,0.0000352371,0.00511266,0.018849494,0.027106503],"study_design_scores_gemma":[0.0044191675,0.002828164,0.8796695,0.0005037318,0.0007278084,0.000061452054,0.017763691,0.00017429618,0.000033632845,0.037792176,0.054542027,0.0014843638],"about_ca_topic_score_codex":0.024751473,"about_ca_topic_score_gemma":0.0010119883,"teacher_disagreement_score":0.04930917,"about_ca_system_score_codex":0.0014158249,"about_ca_system_score_gemma":0.013116137,"threshold_uncertainty_score":0.9999539},"labels":[],"label_agreement":null},{"id":"W3120964901","doi":"10.2196/24429","title":"General Audience Engagement With Antismoking Public Health Messages Across Multiple Social Media Sites: Comparative Analysis","year":2021,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Cancer Institute","keywords":"Social media; Health communication; Health promotion; Health literacy; Psychology; Harm; Dissemination; Information Dissemination; Advertising; Public health; Health education; Internet privacy; Medicine; Social psychology; World Wide Web; Computer science; Health care; Political science; Business","score_opus":0.24559898558544735,"score_gpt":0.45403693122712757,"score_spread":0.20843794564168022,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3120964901","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88707316,0.002340899,0.0006571545,0.1070239,0.0009821168,0.001146928,0.00009197237,0.00016977127,0.0005140966],"genre_scores_gemma":[0.99167097,0.0016943262,0.0010942273,0.0034996595,0.0009983239,0.00065707724,0.00031601323,0.00001658787,0.000052818887],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99136466,0.0040971744,0.0007315476,0.0007847592,0.001082351,0.0019394843],"domain_scores_gemma":[0.99347353,0.003215985,0.0006617557,0.00029001903,0.00074192253,0.0016168006],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0077626663,0.00026344828,0.00091926096,0.00021769758,0.0043908926,0.0005260423,0.00030535753,0.00015378381,0.0000894241],"category_scores_gemma":[0.004000961,0.00025989328,0.00009862805,0.0038818172,0.0006520739,0.00053304544,0.00010461191,0.00046822632,0.0000058399933],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007639757,0.00012955323,0.6576053,0.00008110475,0.00007279899,0.0000026939,0.30582002,0.0000020100367,0.0000010497386,0.0019957956,0.0010033477,0.03327872],"study_design_scores_gemma":[0.00049554545,0.00005930187,0.7502871,0.000008791543,0.0000017466148,0.0000011570278,0.08732099,0.00015144091,4.4707656e-7,0.000024474288,0.16140434,0.0002446546],"about_ca_topic_score_codex":0.0037187191,"about_ca_topic_score_gemma":0.12512176,"teacher_disagreement_score":0.21849902,"about_ca_system_score_codex":0.0008769143,"about_ca_system_score_gemma":0.00829493,"threshold_uncertainty_score":0.99998534},"labels":[],"label_agreement":null},{"id":"W3121363127","doi":"10.1186/s13756-021-00891-1","title":"Enhancing engagement beyond the conference walls: analysis of Twitter use at #ICPIC2019 infection prevention and control conference","year":2021,"lang":"en","type":"article","venue":"Antimicrobial Resistance and Infection Control","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Health Services","funders":"Faculté de Médecine, Université de Genève; Université de Genève; Public Health England; Imperial College London; National Institute for Health and Care Research; National Institute for Health Research Health Protection Research Unit","keywords":"Categorization; Social media; Health care; Public health; Social network analysis; Diversity (politics); Public engagement; Content analysis; Medicine; Medical education; Public relations; Psychology; Sociology; Nursing; Political science; Computer science; World Wide Web; Social science","score_opus":0.05528497233403573,"score_gpt":0.34310426746623957,"score_spread":0.28781929513220383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121363127","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98201644,0.00021802606,0.011206837,0.003822388,0.001165332,0.0009389992,0.000020815474,0.00003557229,0.0005755787],"genre_scores_gemma":[0.9952546,0.0028398405,0.0000810035,0.00086182327,0.00017733504,0.00013329195,0.000020785881,0.000008933644,0.00062238413],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975503,0.0010579223,0.00047022032,0.00035512116,0.0002706634,0.00029578933],"domain_scores_gemma":[0.9970053,0.0015897006,0.0004040737,0.00020269386,0.00069895893,0.00009926861],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013007502,0.00015054451,0.0003968415,0.0001595541,0.00096618914,0.00020950603,0.00006030352,0.00015724104,0.00019983517],"category_scores_gemma":[0.001759823,0.0001402318,0.00012276786,0.000662256,0.0003456585,0.0004654127,0.000031203504,0.00019929497,0.000004272425],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044352142,0.00032692117,0.8180085,0.00033698193,0.0015456816,0.000003533776,0.030021375,0.00009237355,0.118847474,0.019335182,0.0017955878,0.00924286],"study_design_scores_gemma":[0.0018881866,0.000086799555,0.96056837,0.00018457063,0.0017103546,0.000001558558,0.000775401,0.00027383148,0.0049808077,0.00069827976,0.028514354,0.00031746214],"about_ca_topic_score_codex":0.0054071005,"about_ca_topic_score_gemma":0.09370319,"teacher_disagreement_score":0.14255989,"about_ca_system_score_codex":0.00018170458,"about_ca_system_score_gemma":0.00038166813,"threshold_uncertainty_score":0.92283434},"labels":[],"label_agreement":null},{"id":"W3121931826","doi":"10.2196/22854","title":"Comparison of Facebook, Google Ads, and Reddit for the Recruitment of People Who Considered but Did Not Obtain Abortion Care in the United States: Cross-sectional Survey","year":2021,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Abortion; Social media; Advertising; Cross-sectional study; Medicine; Family medicine; Pregnancy; Business; World Wide Web; Computer science","score_opus":0.5310690832596415,"score_gpt":0.6000207916607324,"score_spread":0.06895170840109088,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121931826","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99244946,0.00024723896,0.000047607362,0.0016568478,0.00029157416,0.0047664614,0.00029414622,0.000005859219,0.00024077577],"genre_scores_gemma":[0.9953899,0.0002654288,0.000031551728,0.000034980876,0.00006549319,0.003915479,0.00025450112,0.0000057979933,0.000036883786],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99516994,0.0029691877,0.00047521983,0.00015009307,0.0009057342,0.0003298058],"domain_scores_gemma":[0.978004,0.019332426,0.00020867458,0.00016051489,0.0022348757,0.000059525115],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0067063696,0.00006871504,0.0002115308,0.0001445021,0.00078544574,0.000081087725,0.0002083855,0.00009863164,0.00005431499],"category_scores_gemma":[0.006010375,0.000050076666,0.000036292582,0.0011362573,0.00064625306,0.00015036653,0.000053484462,0.0003167671,0.0000019718889],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013860922,0.00010087005,0.43205094,0.00016075348,0.000012386599,9.28432e-8,0.5613419,0.000044820736,0.00002887419,0.0029736287,0.00035855378,0.0027885844],"study_design_scores_gemma":[0.00028541492,0.00015623528,0.6916122,0.00002973348,0.0000015193951,1.1721048e-7,0.30098745,0.00040756655,0.00062116963,0.00035039955,0.005513248,0.000034967838],"about_ca_topic_score_codex":0.01886536,"about_ca_topic_score_gemma":0.036867257,"teacher_disagreement_score":0.26035443,"about_ca_system_score_codex":0.0003760067,"about_ca_system_score_gemma":0.0012643734,"threshold_uncertainty_score":0.9876681},"labels":[],"label_agreement":null},{"id":"W3122140315","doi":"10.1016/j.anplas.2020.06.004","title":"Impact des groupes de patientes Facebook dans le processus décisionnel chirurgical : l’exemple du rappel des implants macro-texturés Biocell®","year":2021,"lang":"fr","type":"article","venue":"Annales de Chirurgie Plastique Esthétique","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Montreal Children's Hospital; Université de Montréal","funders":"","keywords":"Medicine; Medical diagnosis; General surgery; Implant; Family medicine; Dentistry; Surgery","score_opus":0.05153770221574514,"score_gpt":0.34785906604245287,"score_spread":0.2963213638267077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122140315","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9672387,0.016063077,0.0035174284,0.0054855724,0.0025227421,0.0017521263,0.0003775319,0.00028529338,0.0027575328],"genre_scores_gemma":[0.9607987,0.029402671,0.00459688,0.00045874424,0.0021606423,0.001239046,0.00022386199,0.00015586175,0.00096363947],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9919147,0.0024440368,0.0011194294,0.0011432978,0.00075465493,0.0026238936],"domain_scores_gemma":[0.99115545,0.0051749037,0.0005721815,0.0004927469,0.00094267935,0.0016620568],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0018585391,0.00088364404,0.0009462196,0.0002608896,0.0025672095,0.0004204922,0.00085551303,0.0011059634,0.000795795],"category_scores_gemma":[0.0067287413,0.0009320904,0.0005603375,0.0016157982,0.0028168424,0.0010324176,0.00024803152,0.0011512644,0.00025955524],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048144558,0.0031707957,0.55823135,0.0016089649,0.00036489707,0.001028566,0.29741508,0.000754884,0.0020153865,0.016391207,0.0066909883,0.111846395],"study_design_scores_gemma":[0.0023776304,0.0010836853,0.7562069,0.003014916,0.00027415433,0.0018948081,0.038555946,0.0014940632,0.018688941,0.07425918,0.09980859,0.0023411827],"about_ca_topic_score_codex":0.01718198,"about_ca_topic_score_gemma":0.027253887,"teacher_disagreement_score":0.25885913,"about_ca_system_score_codex":0.002037976,"about_ca_system_score_gemma":0.008658072,"threshold_uncertainty_score":0.99989694},"labels":[],"label_agreement":null},{"id":"W3122844033","doi":"10.2196/19022","title":"Facebook Ads Manager as a Recruitment Tool for a Health and Safety Survey of Farm Mothers: Pilot Study","year":2021,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute for Occupational Safety and Health; Centers for Disease Control and Prevention; Marshfield Clinic Research Institute","keywords":"Social media; Demographics; Incentive; Population; Advertising; Business; Marketing; Internet privacy; Medicine; Environmental health; Demography; Computer science; World Wide Web","score_opus":0.5116990476994316,"score_gpt":0.5888722550259191,"score_spread":0.07717320732648747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122844033","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9649809,0.0003475876,0.00010170757,0.0064289337,0.0006294194,0.023341479,0.00008009475,0.000031565665,0.0040582935],"genre_scores_gemma":[0.9866366,0.0005817729,0.00017971917,0.00018486744,0.00011030378,0.011626841,0.000027729242,0.000015904507,0.0006362731],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9936678,0.0041010478,0.0004315041,0.0002459008,0.0009562704,0.0005975226],"domain_scores_gemma":[0.9930356,0.005303214,0.00015404307,0.00020543106,0.0010460522,0.0002556431],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011547756,0.000090052796,0.00027719935,0.00016026122,0.0008815708,0.00007023279,0.00018731329,0.00004926338,0.00012630393],"category_scores_gemma":[0.004961159,0.000088181616,0.000026417585,0.00082168815,0.00031996044,0.00018971876,0.00010150077,0.00025125948,0.000025927255],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006792474,0.0016161874,0.03383673,0.0004297942,0.00006894719,0.0000010288733,0.7991064,4.136947e-7,0.000015098459,0.0055945106,0.0022821426,0.15636945],"study_design_scores_gemma":[0.0016471925,0.006516853,0.5801497,0.00014427226,0.000004116182,4.495955e-7,0.339619,0.000022508475,0.000068206915,0.0015718162,0.0700872,0.0001686677],"about_ca_topic_score_codex":0.017385514,"about_ca_topic_score_gemma":0.012784551,"teacher_disagreement_score":0.546313,"about_ca_system_score_codex":0.00074639014,"about_ca_system_score_gemma":0.002884321,"threshold_uncertainty_score":0.9891578},"labels":[],"label_agreement":null},{"id":"W3123253879","doi":"","title":"Health Data and Privacy in the Digital Era","year":2018,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Internet privacy; Social media; World Wide Web; Personally identifiable information; Information privacy; Privacy policy; Business; Service provider; Service (business); Computer science; Computer security","score_opus":0.09227595687145354,"score_gpt":0.3952907893590043,"score_spread":0.3030148324875508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123253879","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8785157,0.0007812742,0.0000150033175,0.095065,0.0027717382,0.0013340183,0.000038284972,0.00006971115,0.021409249],"genre_scores_gemma":[0.99290854,0.00015806803,0.0003706549,0.0037697812,0.002627542,0.00007155594,0.000026869266,0.000008146924,0.000058871068],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984685,0.0003264993,0.00021753706,0.00026170636,0.0003505069,0.00037521266],"domain_scores_gemma":[0.9982757,0.0008775987,0.00008998688,0.0005002036,0.000044887547,0.00021163913],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018234294,0.00007049262,0.00012169033,0.000029613715,0.0007223125,0.00026319677,0.00070439075,0.00006621045,0.00008162052],"category_scores_gemma":[0.0035858671,0.000058848735,0.000010876291,0.0003501841,0.00050899823,0.0006168755,0.00011649839,0.00022982144,0.00016123],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002359737,0.00022137635,0.29825816,0.00006216093,0.000009804861,0.0000029896844,0.21602546,7.5333205e-8,0.0000026934113,0.18842521,0.043251317,0.25371715],"study_design_scores_gemma":[0.00015040213,0.000052767242,0.13386045,0.000030312252,0.0000018552928,8.977441e-7,0.0065746377,0.0000065952177,9.947922e-7,0.0040361043,0.85520375,0.000081224636],"about_ca_topic_score_codex":0.032006282,"about_ca_topic_score_gemma":0.046214357,"teacher_disagreement_score":0.8119525,"about_ca_system_score_codex":0.00013449849,"about_ca_system_score_gemma":0.00072715495,"threshold_uncertainty_score":0.9744397},"labels":[],"label_agreement":null},{"id":"W3123681287","doi":"10.21203/rs.3.rs-121024/v1","title":"Barriers and Facilitators to Implement E-learning in Continuing Medical Education: Evidence From the China-gates Foundation Tuberculosis (TB) Control Program","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Centers for Disease Control and Prevention; McGill University","keywords":"Foundation (evidence); China; Tuberculosis; Continuing medical education; Control (management); Continuing education; Tuberculosis control; Medicine; Medical education; Political science; Computer science; Artificial intelligence; Law; Pathology","score_opus":0.10842707397868251,"score_gpt":0.5141582136849271,"score_spread":0.4057311397062446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123681287","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7419852,0.0017311798,0.00003809582,0.24640146,0.0014653342,0.008142128,0.00001949235,0.00010201675,0.00011508298],"genre_scores_gemma":[0.98313487,0.0018935634,0.00034929835,0.00026671754,0.0018375682,0.012412155,0.00006874596,0.000022702015,0.000014395514],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9895504,0.005574144,0.0005789939,0.0007855563,0.0026985963,0.00081232545],"domain_scores_gemma":[0.9870916,0.010576644,0.00015497301,0.00031985217,0.0006765832,0.0011803557],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0108443685,0.00020459683,0.0003633475,0.00021201005,0.001079687,0.00059922185,0.0007637103,0.0003695067,0.00091424584],"category_scores_gemma":[0.1723841,0.00018432195,0.000075045966,0.0010117698,0.0004663331,0.00021411033,0.00050480396,0.002216564,0.000046086294],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040379455,0.000034780212,0.46937433,0.00019399961,0.00002107963,0.000001501409,0.20936507,0.0000114849445,0.0000039355305,0.0006691255,0.00090046885,0.31938383],"study_design_scores_gemma":[0.0003223496,0.00023204206,0.7462725,0.0039190208,0.000024029485,1.9517397e-7,0.17491496,0.0007923385,0.0000062863096,0.00343435,0.0697775,0.0003044359],"about_ca_topic_score_codex":0.14323226,"about_ca_topic_score_gemma":0.028422058,"teacher_disagreement_score":0.3190794,"about_ca_system_score_codex":0.0014232367,"about_ca_system_score_gemma":0.0077999285,"threshold_uncertainty_score":0.99999905},"labels":[],"label_agreement":null},{"id":"W3123774137","doi":"10.1093/annweh/wxaa123","title":"Twitter Analytics to Inform Provisional Guidance for COVID-19 Challenges in the Meatpacking Industry","year":2020,"lang":"en","type":"article","venue":"Annals of Work Exposures and Health","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; St. Michael's Hospital; University of Alberta","funders":"Workers' Compensation Board – Alberta","keywords":"Social media; Analytics; Public relations; Social media analytics; Coronavirus disease 2019 (COVID-19); Pandemic; Accountability; 2019-20 coronavirus outbreak; Business; Data science; Computer science; Political science; World Wide Web; Medicine","score_opus":0.7083912236672328,"score_gpt":0.5488431916441404,"score_spread":0.15954803202309242,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123774137","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.119214386,0.0032242595,0.000044474447,0.875692,0.00019515434,0.001321862,0.0000055032215,0.00001235828,0.0002899898],"genre_scores_gemma":[0.9087382,0.0026573807,0.000760938,0.08666378,0.00091358623,0.00024682182,0.0000029696391,0.0000067126043,0.0000096055655],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986228,0.0001661656,0.0003680965,0.00016519015,0.00034136447,0.0003363914],"domain_scores_gemma":[0.99804837,0.0011399493,0.0001854335,0.00009326755,0.000117136005,0.00041583288],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030194295,0.00007184495,0.00019404465,0.0000580612,0.00039045044,0.000028966568,0.00019736658,0.00012919946,0.000011410319],"category_scores_gemma":[0.002894419,0.00005846527,0.00003243501,0.0005102967,0.00008162991,0.00007532948,0.000022097687,0.00019711301,0.0000011534835],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010174413,0.00006297851,0.20292021,0.0005520252,0.000009917026,5.22988e-7,0.59893006,0.00004613037,3.244416e-7,0.028274955,0.07381192,0.09528923],"study_design_scores_gemma":[0.00022059857,0.00048184663,0.2975248,0.00014936847,0.0000029976093,1.5714171e-7,0.060149703,0.000008405773,0.0000031290122,0.003300155,0.63804966,0.000109170775],"about_ca_topic_score_codex":0.001709693,"about_ca_topic_score_gemma":0.0022075577,"teacher_disagreement_score":0.78952384,"about_ca_system_score_codex":0.000051771574,"about_ca_system_score_gemma":0.0010688853,"threshold_uncertainty_score":0.3465099},"labels":[],"label_agreement":null},{"id":"W3124832577","doi":"","title":"Curating for Engagement: Identifying the Nature and Impact of Organizational Marketing Strategies on Pinterest","year":2016,"lang":"en","type":"article","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Social media; Influencer marketing; Business; Word of mouth; Customer engagement; Set (abstract data type); Marketing; Rebranding; Social media marketing; Public relations; Advertising; Digital marketing; Political science; Marketing management; Relationship marketing; World Wide Web; Computer science","score_opus":0.1137304280370214,"score_gpt":0.46030625628445027,"score_spread":0.3465758282474289,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124832577","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98902726,0.00008030098,0.00059253996,0.005190225,0.0009235071,0.00068306056,0.00000556806,0.000027394775,0.003470117],"genre_scores_gemma":[0.998848,0.000057717916,0.0004320916,0.000051227224,0.00049800595,0.000053572327,0.0000012999908,0.0000062141858,0.000051862764],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99921745,0.0002534899,0.00013374891,0.000093366594,0.00016486419,0.00013705676],"domain_scores_gemma":[0.99212414,0.0075077736,0.00011228035,0.000053813284,0.00016762222,0.000034383746],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0016186661,0.000045221906,0.00005688416,0.000030899035,0.00053086755,0.00006696165,0.000095174895,0.00006038535,0.00019461398],"category_scores_gemma":[0.012069634,0.000024388968,0.000023533117,0.00013977669,0.000110066016,0.00019378655,0.000015141999,0.00007642638,0.0000014986728],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007742661,0.000060554816,0.24967313,0.00014900147,0.00006380589,1.3263146e-7,0.07776786,0.0000039974534,0.0037820297,0.61118776,0.0024396228,0.054794673],"study_design_scores_gemma":[0.00044999857,0.00011490432,0.8633457,0.00041883756,0.000020813395,3.6568858e-7,0.112314664,0.000041901883,0.00058896537,0.02023702,0.0022860563,0.00018079385],"about_ca_topic_score_codex":0.00042378678,"about_ca_topic_score_gemma":0.00045318858,"teacher_disagreement_score":0.61367255,"about_ca_system_score_codex":0.000094909556,"about_ca_system_score_gemma":0.0003148005,"threshold_uncertainty_score":0.9962521},"labels":[],"label_agreement":null},{"id":"W3125115054","doi":"10.2196/26392","title":"Promoting Mask Use on TikTok: Descriptive, Cross-sectional Study","year":2021,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":114,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Cross-sectional study; Environmental health; Medicine; Statistics; Mathematics","score_opus":0.20289037413570982,"score_gpt":0.4371526979679373,"score_spread":0.2342623238322275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125115054","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97907823,0.00020886303,0.000008776237,0.014452025,0.0031687205,0.0017293956,0.000012054149,0.00012348109,0.0012184612],"genre_scores_gemma":[0.995941,0.00015680863,0.00011484904,0.001588168,0.0009968504,0.00071711896,0.000027240823,0.000015665944,0.00044230933],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99599785,0.0016706843,0.0004508411,0.00047956922,0.00064196007,0.000759113],"domain_scores_gemma":[0.9965764,0.0016921278,0.00019738449,0.0002065598,0.0004557544,0.00087175774],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0038831823,0.00012360953,0.0002364329,0.0000906289,0.0015330231,0.0005343353,0.00012767843,0.00012134126,0.00009805321],"category_scores_gemma":[0.0105104465,0.00013286434,0.000034400942,0.00072923437,0.000174961,0.00039836747,0.00003743061,0.0003033652,0.000025396155],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009894574,0.00028951414,0.92455155,0.0000387655,0.000005653752,0.0000028353902,0.05929011,1.2100992e-7,7.100064e-7,0.0013237939,0.0003276039,0.014159448],"study_design_scores_gemma":[0.00027086373,0.0001383571,0.8679764,0.0000057435295,1.0239492e-7,0.0000014690112,0.008525278,0.000010930684,1.7937505e-7,0.00006364642,0.12290614,0.000100841484],"about_ca_topic_score_codex":0.004149777,"about_ca_topic_score_gemma":0.0076759914,"teacher_disagreement_score":0.12257853,"about_ca_system_score_codex":0.0005488938,"about_ca_system_score_gemma":0.004284683,"threshold_uncertainty_score":0.9997668},"labels":[],"label_agreement":null},{"id":"W3125452294","doi":"","title":"","year":2017,"lang":"fr","type":"article","venue":"PubMed","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Summit Pacific College","funders":"","keywords":"Computer science; World Wide Web; Data science; Medicine","score_opus":0.30219929995266603,"score_gpt":0.41891459868059955,"score_spread":0.11671529872793351,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125452294","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4676977,0.0053695147,0.0000058618907,0.38608935,0.12773803,0.005137751,0.000008075797,0.00006367031,0.007890017],"genre_scores_gemma":[0.88812196,0.0039012039,0.000213158,0.0011533465,0.025185721,0.07677031,0.0000021702826,0.0000368127,0.0046152966],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99345344,0.0011904101,0.000679657,0.0007096474,0.0011082743,0.0028585389],"domain_scores_gemma":[0.9912849,0.003545732,0.0013830726,0.0014944593,0.000387221,0.0019046023],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.0064104632,0.00030589546,0.0004818833,0.00008953288,0.011641511,0.0012515737,0.0022903353,0.0006566658,0.00006401445],"category_scores_gemma":[0.06850607,0.00039355576,0.00020440796,0.00033731107,0.0057459604,0.0033555746,0.0002365844,0.0005840455,0.00008302766],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014338961,0.00015755297,0.31372166,0.00006889377,0.000022354028,0.0000054205725,0.03287407,5.2524047e-7,1.280124e-7,0.039373565,0.00071328663,0.6130482],"study_design_scores_gemma":[0.00036823406,0.000011150949,0.63763636,0.000029317192,0.000054666314,0.0000010407502,0.0032132936,0.0000030826193,0.000014881412,0.008120189,0.35030165,0.00024609364],"about_ca_topic_score_codex":0.20200509,"about_ca_topic_score_gemma":0.034644783,"teacher_disagreement_score":0.6128021,"about_ca_system_score_codex":0.0017680678,"about_ca_system_score_gemma":0.00076915766,"threshold_uncertainty_score":0.99985164},"labels":[],"label_agreement":null},{"id":"W3125781934","doi":"10.1055/s-0040-1722269","title":"Validity and Usefulness of YouTube Videos Related to Endoscopic Transsphenoidal Surgery for Patient Information","year":2021,"lang":"en","type":"article","venue":"Journal of Neurological Surgery Part B Skull Base","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Intraclass correlation; Checklist; Medicine; Popularity; Demographics; Psychometrics; Psychology; Clinical psychology; Social psychology; Demography","score_opus":0.14130226363433968,"score_gpt":0.3364139678942974,"score_spread":0.19511170425995772,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125781934","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98181546,0.00010721336,0.00015481493,0.011642207,0.0057304585,0.00047798868,0.000025702708,0.000016791624,0.00002934383],"genre_scores_gemma":[0.9974811,0.00028365827,0.0002486633,0.0015651819,0.00032312592,0.00007925647,0.000008715783,0.0000073224264,0.0000029584423],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966484,0.001091774,0.0012316265,0.00014710372,0.0005380267,0.00034309996],"domain_scores_gemma":[0.9828499,0.015179757,0.0007025128,0.00010893777,0.00075852993,0.00040034307],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0027893567,0.00011821551,0.00053778605,0.00016538169,0.0002391656,0.00004515936,0.00008891514,0.00018045497,0.00014857182],"category_scores_gemma":[0.02885166,0.00010396743,0.00024151341,0.00050784537,0.00013026923,0.0005200245,0.000021015881,0.00024098679,0.0000032434343],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015910019,0.001006894,0.8218943,0.00037518246,0.00006334724,0.00014873015,0.025323907,0.00021717219,0.00035682548,0.00093551003,0.016572343,0.13151482],"study_design_scores_gemma":[0.00092805905,0.0013663762,0.6026105,0.00031412693,0.00018338946,0.000068409434,0.0033781256,0.000057715133,0.004680786,0.0025728953,0.38333026,0.00050932955],"about_ca_topic_score_codex":0.00006545362,"about_ca_topic_score_gemma":0.000026827924,"teacher_disagreement_score":0.3667579,"about_ca_system_score_codex":0.000053410415,"about_ca_system_score_gemma":0.0007778782,"threshold_uncertainty_score":0.97932875},"labels":[],"label_agreement":null},{"id":"W3125804658","doi":"10.2196/24473","title":"Predicting Cardiovascular Risk Using Social Media Data: Performance Evaluation of Machine-Learning Models","year":2021,"lang":"en","type":"article","venue":"JMIR Cardio","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Atherosclerotic cardiovascular disease; Cohort; Medicine; Artificial intelligence; Framingham Risk Score; Social media; Medical record; Predictive power; Machine learning; Emergency department; Disease; Internal medicine; Computer science; World Wide Web; Nursing","score_opus":0.30984860190076824,"score_gpt":0.4209840949848513,"score_spread":0.11113549308408305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125804658","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9885046,0.0040222034,0.00027653182,0.00007764346,0.0033749384,0.0007880192,0.000046782654,0.0000683303,0.00284098],"genre_scores_gemma":[0.9945467,0.00076548266,0.00068997045,0.000006826295,0.003679388,0.00017546953,0.000109574066,0.000022566046,0.0000039993183],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99417317,0.0026138963,0.00035879505,0.00038286432,0.0021203,0.00035094653],"domain_scores_gemma":[0.9973641,0.00083643297,0.0002743061,0.0004369132,0.0009843595,0.000103890015],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008911224,0.00011346749,0.00038020522,0.00007509209,0.001046242,0.000045225577,0.00028552255,0.0001864159,0.000034578967],"category_scores_gemma":[0.007646004,0.00013658502,0.00020654962,0.00065531785,0.00015379374,0.0006423244,0.00012737435,0.000376468,0.0000041085473],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017844222,0.00006577353,0.32767254,0.0001598271,0.0005702435,0.0000029815492,0.24031045,0.067804866,0.00004673491,0.00028179682,0.00010148614,0.36296543],"study_design_scores_gemma":[0.0015393757,0.000024196926,0.17452006,0.00020758921,0.0022694224,0.0000058645996,0.05719126,0.74409455,0.00020219412,0.0007752484,0.018555107,0.00061511353],"about_ca_topic_score_codex":0.0041875755,"about_ca_topic_score_gemma":0.0007099188,"teacher_disagreement_score":0.6762897,"about_ca_system_score_codex":0.00051565695,"about_ca_system_score_gemma":0.001993839,"threshold_uncertainty_score":0.91535336},"labels":[],"label_agreement":null},{"id":"W3125907335","doi":"10.2196/26200","title":"Instagram Content Addressing Pruritic Urticarial Papules and Plaques of Pregnancy: Observational Study","year":2021,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Testimonial; Social media; Observational study; Thematic analysis; Intervention (counseling); Psychology; Space (punctuation); Content analysis; Family medicine; Health care; Witness; Medicine; Nursing; Qualitative research; Advertising; Sociology; World Wide Web; Computer science; Political science","score_opus":0.4979695218731236,"score_gpt":0.4823590172852147,"score_spread":0.015610504587908913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125907335","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9903045,0.0010906532,0.000011945171,0.0056023896,0.001375728,0.0011275253,0.00000455704,0.000037076614,0.00044558846],"genre_scores_gemma":[0.99830335,0.0001071862,0.0004591442,0.00019619304,0.00019839127,0.0007045882,0.000010471692,0.000006612391,0.000014076456],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99838346,0.00062288606,0.00033700815,0.00018227685,0.0002484253,0.00022594555],"domain_scores_gemma":[0.9981211,0.0012516188,0.00013059951,0.00010960986,0.00029567178,0.00009141771],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015335208,0.000069855276,0.000233786,0.000044698692,0.0002700061,0.000029664965,0.00008755826,0.00012576579,0.000051231396],"category_scores_gemma":[0.0024781546,0.0000757753,0.000024467703,0.00019667715,0.00034254647,0.00014532007,0.000038478458,0.000106471765,0.0000028374845],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009418014,0.0003035866,0.9152934,0.00009623649,0.000026011709,0.00002406935,0.053720437,1.5137887e-7,0.00014488907,0.023970693,0.00013415261,0.0062769866],"study_design_scores_gemma":[0.0006266088,0.000036218713,0.96554524,0.00015316515,0.000032222008,0.000012098577,0.026248997,0.000012619761,0.0003058992,0.003028674,0.0038925384,0.000105735686],"about_ca_topic_score_codex":0.00092936907,"about_ca_topic_score_gemma":0.0026547594,"teacher_disagreement_score":0.050251853,"about_ca_system_score_codex":0.0000622465,"about_ca_system_score_gemma":0.0009908315,"threshold_uncertainty_score":0.3090027},"labels":[],"label_agreement":null},{"id":"W3126481881","doi":"10.2196/19239","title":"Interplay of Support, Comparison, and Surveillance in Social Media Weight Management Interventions: Qualitative Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"University of Nottingham Ningbo China; Natural Science Foundation of Ningbo; Federation for the Humanities and Social Sciences","keywords":"Social media; Psychological intervention; Qualitative research; Weight management; Psychology; Social support; Applied psychology; Internet privacy; Computer science; Medicine; Social psychology; Nursing; Weight loss; Sociology; World Wide Web","score_opus":0.19512398160907626,"score_gpt":0.551755292987062,"score_spread":0.35663131137798576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3126481881","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9883033,0.0020213346,0.00001756797,0.0057990076,0.0014336613,0.0014007591,0.000021529057,0.00002541814,0.0009774416],"genre_scores_gemma":[0.9965925,0.002150761,0.0002779634,0.00016878433,0.00030903524,0.00042823234,0.000024692099,0.000009936798,0.0000380809],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9957719,0.0021804804,0.0008830773,0.00033570625,0.0003852153,0.00044363353],"domain_scores_gemma":[0.99730706,0.0017388454,0.00039749703,0.00011271179,0.00015667097,0.00028723516],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035763213,0.00011581283,0.00046529865,0.00018841056,0.00042179634,0.000026210872,0.000105647494,0.00009469563,0.00007928785],"category_scores_gemma":[0.0007047863,0.00012777641,0.00003917104,0.00063445215,0.00027141446,0.00011347192,0.0000629083,0.00024294789,0.0000031139166],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049851227,0.0006687014,0.1808229,0.0015842993,0.00001295125,0.0000049407176,0.7757608,3.7935752e-8,1.657267e-7,0.011080991,0.000988006,0.029026337],"study_design_scores_gemma":[0.0006301673,0.00011264857,0.5260809,0.00008498453,0.000011208885,4.1924824e-7,0.47003686,0.0000021455091,4.6234317e-7,0.0010872396,0.0018763032,0.000076665616],"about_ca_topic_score_codex":0.0018313074,"about_ca_topic_score_gemma":0.041993935,"teacher_disagreement_score":0.345258,"about_ca_system_score_codex":0.00024608066,"about_ca_system_score_gemma":0.0006259478,"threshold_uncertainty_score":0.9754872},"labels":[],"label_agreement":null},{"id":"W3127184847","doi":"10.2196/24737","title":"Risks and Benefits of Using Social Media in Dermatology: Cross-sectional Questionnaire Study","year":2021,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Social media; Optimism; Medicine; Cross-sectional study; Cohort; Family medicine; Perception; Computer-assisted web interviewing; Psychology; Social psychology","score_opus":0.22013949125231727,"score_gpt":0.4786274045747285,"score_spread":0.2584879133224113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3127184847","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99469036,0.0006567546,0.000005662839,0.0015761108,0.0023279707,0.00056783075,0.0000050816616,0.000033733093,0.00013652378],"genre_scores_gemma":[0.9991446,0.00005279775,0.00012655684,0.00007329544,0.00034457934,0.00023988067,0.0000063555503,0.000010006101,0.000001898956],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977281,0.00090939034,0.00048336407,0.0002694171,0.00027193793,0.00033776383],"domain_scores_gemma":[0.9981637,0.0011564281,0.00019938542,0.00009241112,0.00029526156,0.00009279251],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033189304,0.000098473,0.00032306384,0.00016760507,0.0004687704,0.000028278731,0.000114283655,0.00035574884,0.000047810707],"category_scores_gemma":[0.0023169653,0.00012247382,0.000033794273,0.0005266275,0.0005782165,0.00016250183,0.000055587705,0.0002370212,0.0000049715823],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011491384,0.0001589293,0.93186504,0.000041459032,0.00000809713,0.000025824495,0.061854307,0.0000057563375,0.000009023912,0.0051504057,0.000019200526,0.00085047295],"study_design_scores_gemma":[0.00049409363,0.000005637501,0.98673403,0.000016683152,0.000007861873,0.000098083525,0.010968458,0.000022414764,0.00005812645,0.0013239736,0.00017712089,0.000093505805],"about_ca_topic_score_codex":0.002312727,"about_ca_topic_score_gemma":0.023555594,"teacher_disagreement_score":0.054869007,"about_ca_system_score_codex":0.00020148641,"about_ca_system_score_gemma":0.0009883664,"threshold_uncertainty_score":0.994262},"labels":[],"label_agreement":null},{"id":"W3127813584","doi":"10.1016/j.athoracsur.2020.11.074","title":"The Global Role and Impact of Social Media","year":2021,"lang":"en","type":"letter","venue":"The Annals of Thoracic Surgery","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Social media; Media coverage; Middle East; Public relations; Psychology; Medicine; Political science; Medical education; Media studies; Family medicine; Sociology","score_opus":0.26670520977454476,"score_gpt":0.49685997931841785,"score_spread":0.2301547695438731,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3127813584","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25500855,0.008253095,2.7455945e-7,0.72999895,0.005056112,0.00034258002,0.0001094306,0.00002025423,0.0012107823],"genre_scores_gemma":[0.77563167,0.027960371,0.00003537,0.12217485,0.0728047,0.0005672357,0.00035472275,0.00013307852,0.00033802295],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9954609,0.0023034129,0.0005469945,0.00020164493,0.0009242215,0.0005627989],"domain_scores_gemma":[0.9634217,0.034728993,0.00086206535,0.00032304018,0.0005785236,0.00008566555],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0051078354,0.00017972443,0.0005840863,0.000062890525,0.00071647397,0.00007103721,0.00046303458,0.0005479912,0.00011537651],"category_scores_gemma":[0.017727518,0.000116303,0.00047938313,0.000681543,0.0013022773,0.00008775868,0.000081929,0.00058547664,0.0000050732765],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004511044,0.000020796573,0.008111339,0.000108473476,0.00014076562,0.000004374776,0.018761879,1.3496741e-7,0.000001362348,0.00020148058,0.8521059,0.120498374],"study_design_scores_gemma":[0.000021404243,0.000017540653,0.0643086,0.00022908323,0.00011549856,0.0000026661044,0.010742899,0.0000011933271,0.00008195357,0.014210913,0.90997386,0.00029436775],"about_ca_topic_score_codex":0.0062930286,"about_ca_topic_score_gemma":0.0008262683,"teacher_disagreement_score":0.6078241,"about_ca_system_score_codex":0.00010961777,"about_ca_system_score_gemma":0.0023533043,"threshold_uncertainty_score":0.9905466},"labels":[],"label_agreement":null},{"id":"W3128370769","doi":"10.36834/cmej.71139","title":"Development of a medical education podcast in obstetrics and gynecology","year":2021,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Obstetrics and gynaecology; Medical education; Reading (process); Statement (logic); Resource (disambiguation); Medicine; Computer science; Pregnancy; Political science","score_opus":0.05369358366393823,"score_gpt":0.40125051573072484,"score_spread":0.3475569320667866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3128370769","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78237236,0.00389287,0.000016782611,0.18510757,0.02445973,0.0002921208,8.7496807e-7,0.0000071624518,0.0038505532],"genre_scores_gemma":[0.9532078,0.005332595,0.00830835,0.028954161,0.0035614257,0.00026110106,0.000033021148,0.000026008467,0.00031556404],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971171,0.00046004038,0.000600477,0.00016825458,0.0012589684,0.0003951397],"domain_scores_gemma":[0.9870395,0.0026574493,0.00022768237,0.00012365961,0.0008486708,0.009103035],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0028951508,0.000074602816,0.00018030501,0.00045574873,0.00039387442,0.000048582056,0.0002708917,0.0004332162,0.012922477],"category_scores_gemma":[0.4487921,0.00008871196,0.000023621646,0.00092211994,0.00026476357,0.00012415055,0.000018543136,0.00062844076,0.000013609265],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[8.522433e-7,0.0002123611,0.014492311,0.000026969712,0.0000051600578,0.000013594681,0.04526812,5.0220272e-8,8.762912e-7,0.008904349,0.0058564264,0.92521894],"study_design_scores_gemma":[0.00022402866,0.000008570871,0.055149537,0.00023922994,0.0000056732697,0.00008279831,0.052795745,0.000010540626,0.00000486799,0.0008310275,0.8905445,0.00010349914],"about_ca_topic_score_codex":0.031650584,"about_ca_topic_score_gemma":0.51625466,"teacher_disagreement_score":0.9251154,"about_ca_system_score_codex":0.0017015603,"about_ca_system_score_gemma":0.57470155,"threshold_uncertainty_score":0.9879798},"labels":[],"label_agreement":null},{"id":"W3130774923","doi":"10.36834/cmej.72073","title":"Re: Development of a medical education podcast in obstetrics and gynecology","year":2021,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Obstetrics and gynaecology; Obstetrics; Gynecology; Computer science; Medical education; Medicine; Pregnancy; Biology; Genetics","score_opus":0.05512193733691263,"score_gpt":0.40203979464785966,"score_spread":0.34691785731094704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3130774923","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6554423,0.0049525383,0.000020079677,0.30629146,0.027959062,0.00034908144,0.0000010492918,0.000008595722,0.0049758293],"genre_scores_gemma":[0.9621152,0.0041494933,0.0040743435,0.02634006,0.0028045839,0.00020272125,0.000026762746,0.00002068434,0.00026610406],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99690276,0.00055262196,0.00063710613,0.00018063918,0.0013157056,0.0004111659],"domain_scores_gemma":[0.9858678,0.0034123366,0.00025759003,0.00014294671,0.00093723345,0.009382086],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003206644,0.000078808014,0.00018958694,0.0004659183,0.00041756552,0.000051857085,0.00028658006,0.0004634129,0.014639566],"category_scores_gemma":[0.48784834,0.000093650444,0.00002477408,0.001012261,0.00028060414,0.00013008027,0.000019607638,0.0006751379,0.000013539386],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000010757069,0.00022155294,0.022994205,0.000031010277,0.000005694352,0.000015548803,0.050238285,6.3864725e-8,4.7292556e-7,0.0052765263,0.0111091565,0.9101064],"study_design_scores_gemma":[0.00025523503,0.00001180089,0.05943111,0.00028622203,0.0000066798834,0.000054687232,0.07654055,0.0000108963395,0.000005519818,0.001037426,0.8622417,0.00011820572],"about_ca_topic_score_codex":0.034503087,"about_ca_topic_score_gemma":0.61220735,"teacher_disagreement_score":0.9099882,"about_ca_system_score_codex":0.0018308628,"about_ca_system_score_gemma":0.5587379,"threshold_uncertainty_score":0.9862612},"labels":[],"label_agreement":null},{"id":"W3133489225","doi":"10.2196/16518","title":"Smartphone Users’ Persuasion Knowledge in the Context of Consumer mHealth Apps: Qualitative Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Persuasion; Internet privacy; Credibility; Psychology; Computer science; Psychological intervention; Social psychology","score_opus":0.25698428390305866,"score_gpt":0.5358280118592877,"score_spread":0.2788437279562291,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3133489225","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9728583,0.0074880472,0.0000042721344,0.013632058,0.0018659845,0.0030234193,0.00001817277,0.000032802287,0.0010769557],"genre_scores_gemma":[0.99219054,0.0048813964,0.00009976585,0.0015319767,0.0004278784,0.0007859035,0.000017454895,0.00001710658,0.00004795233],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9907263,0.0065292805,0.0008832073,0.00045919025,0.0006230155,0.00077901245],"domain_scores_gemma":[0.99162954,0.006691795,0.0004408961,0.000327715,0.0004045926,0.0005054658],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007524755,0.00018032598,0.00053408154,0.00018200617,0.00094822457,0.00003625074,0.00023929926,0.00017714038,0.000051882413],"category_scores_gemma":[0.0021766473,0.00015487285,0.000050871524,0.0013445546,0.00047737418,0.00015869831,0.00003897051,0.00053472375,0.000020831194],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007944707,0.0011180368,0.04032161,0.0005809255,0.0000068306067,0.0000027301821,0.9244269,5.0494368e-8,0.0000015771005,0.005931456,0.0010549282,0.026475484],"study_design_scores_gemma":[0.0010130976,0.00031650427,0.16146842,0.000083611885,0.000023324255,0.0000010343513,0.82393765,0.0000038037351,0.000002445205,0.00032349146,0.012720458,0.00010614634],"about_ca_topic_score_codex":0.030251298,"about_ca_topic_score_gemma":0.06581823,"teacher_disagreement_score":0.121146806,"about_ca_system_score_codex":0.0004924801,"about_ca_system_score_gemma":0.0057401583,"threshold_uncertainty_score":0.99989635},"labels":[],"label_agreement":null},{"id":"W3133672681","doi":"10.1007/s00423-021-02135-7","title":"Social media in surgery: evolving role in research communication and beyond","year":2021,"lang":"en","type":"review","venue":"Langenbeck s Archives of Surgery","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":56,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"Haukeland Universitetssjukehus; Universitetet i Bergen","keywords":"Presentation (obstetrics); Altmetrics; Social media; Diversity (politics); Public relations; Medicine; Hierarchy; Data science; Computer science; Sociology; World Wide Web; Surgery; Political science","score_opus":0.48038811250097213,"score_gpt":0.5084187788927411,"score_spread":0.028030666391768988,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3133672681","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0038037016,0.99081755,1.1440305e-7,0.0007560694,0.0007997738,0.0007227145,0.000019414387,0.00001793573,0.0030627353],"genre_scores_gemma":[0.0027995438,0.9954204,0.00013815209,0.000009058061,0.0006770236,0.0006804073,0.0002241672,0.000037078025,0.000014184479],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9908817,0.006449181,0.0010057619,0.00037347613,0.000644368,0.00064550765],"domain_scores_gemma":[0.86846787,0.13059962,0.00039662624,0.00029488665,0.00010632962,0.00013469523],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.007266723,0.00019170875,0.0017322311,0.0015274996,0.00031702427,0.00005895545,0.0003522641,0.0003572499,0.00006000117],"category_scores_gemma":[0.027879627,0.00021418066,0.0002550573,0.0017859548,0.00084545795,0.00016674036,0.00020074572,0.0009073218,0.0000051136017],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003291483,0.00007534796,0.014276031,0.0026280591,0.000013202593,0.000006173731,0.07124881,1.623182e-8,1.4366843e-7,0.0012228256,0.0007818421,0.90974426],"study_design_scores_gemma":[0.000064130414,0.00000281701,0.033158287,0.016322793,0.000041887168,0.0000012466967,0.020503048,0.0000019542886,3.9488305e-7,0.0038010697,0.92573845,0.00036392664],"about_ca_topic_score_codex":0.009976505,"about_ca_topic_score_gemma":0.036002327,"teacher_disagreement_score":0.9249566,"about_ca_system_score_codex":0.0002667149,"about_ca_system_score_gemma":0.0032738429,"threshold_uncertainty_score":0.9966161},"labels":[],"label_agreement":null},{"id":"W3133732315","doi":"10.1177/1751143721999949","title":"Assessing on-line medical education resources: A primer for acute care medical professionals and others","year":2021,"lang":"en","type":"article","venue":"Journal of the Intensive Care Society","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan; University of Alberta; University of British Columbia","funders":"","keywords":"Medicine; The Internet; Medical education; Social media; Disinformation; Quality (philosophy); Public relations; Internet privacy; World Wide Web","score_opus":0.08849384916555776,"score_gpt":0.49587742089452064,"score_spread":0.4073835717289629,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3133732315","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74883074,0.004386504,0.00008285299,0.23381911,0.012029519,0.00056957995,0.00000585842,0.000010794969,0.00026507585],"genre_scores_gemma":[0.895716,0.0013351659,0.003024899,0.090299316,0.009175981,0.0001425704,0.000012373997,0.00004412234,0.00024957393],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99722487,0.0004855021,0.00041793002,0.00016239777,0.0014735581,0.0002357522],"domain_scores_gemma":[0.98754066,0.0022412383,0.0004961356,0.00013253809,0.009217955,0.0003714435],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0011930497,0.00010211311,0.00026209964,0.000026152016,0.0007418303,0.00007645319,0.00031241882,0.00034575674,0.000096231895],"category_scores_gemma":[0.052981514,0.00007038667,0.00031109113,0.00024965388,0.00041654264,0.00015664213,0.00006628332,0.0006381406,7.600616e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048492464,0.00011368703,0.007383204,0.0001814979,0.0002479178,0.0000071968125,0.8390224,0.0000016093963,0.00007232984,0.0006486723,0.08206966,0.07020335],"study_design_scores_gemma":[0.00042158845,0.0000618793,0.002960027,0.0014894762,0.00012249418,0.000023677265,0.9303324,0.000014691644,0.0002355718,0.0003257513,0.063922755,0.00008968344],"about_ca_topic_score_codex":0.00015094617,"about_ca_topic_score_gemma":0.00017703247,"teacher_disagreement_score":0.14688529,"about_ca_system_score_codex":0.0006403941,"about_ca_system_score_gemma":0.014028151,"threshold_uncertainty_score":0.9915614},"labels":[],"label_agreement":null},{"id":"W3134574705","doi":"10.1186/s13223-021-00528-3","title":"Content analysis of promotional material for asthma-related products and therapies on Instagram","year":2021,"lang":"en","type":"letter","venue":"Allergy Asthma and Clinical Immunology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Content analysis; Medicine; Asthma; Social media; Inclusion (mineral); Family medicine; Psychology; Internal medicine; Political science","score_opus":0.1474543495148445,"score_gpt":0.40005524870507947,"score_spread":0.252600899190235,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3134574705","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5636904,0.0014624267,0.0000045911606,0.4259428,0.007636843,0.0010370859,0.000079108075,0.000030164194,0.000116533716],"genre_scores_gemma":[0.55379874,0.07338744,0.003679076,0.30069506,0.039386705,0.0063218744,0.014647205,0.00036289118,0.0077210166],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.996365,0.0013404941,0.000985244,0.0006322843,0.0002706622,0.00040627908],"domain_scores_gemma":[0.99449456,0.0040097455,0.00064293906,0.00025547273,0.0005313912,0.00006589461],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0011830692,0.00021985339,0.00095988443,0.00022476152,0.00029892696,0.000045352743,0.00019832731,0.0015669608,0.0003242995],"category_scores_gemma":[0.003944821,0.00020558934,0.00022682239,0.00042738876,0.001465607,0.0000620193,0.000060723094,0.00078110304,0.0000025558002],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030128148,0.0045083263,0.02372591,0.00088408415,0.08643816,0.00010802357,0.063829884,0.0000035895916,0.00062534295,0.10305953,0.16266505,0.5511393],"study_design_scores_gemma":[0.0006802774,0.00091839524,0.16029517,0.00006871915,0.00024236501,0.0000015881674,0.0013191564,0.000005678191,0.000014689424,0.0007799699,0.835437,0.00023697106],"about_ca_topic_score_codex":0.0013537384,"about_ca_topic_score_gemma":0.0009940886,"teacher_disagreement_score":0.67277193,"about_ca_system_score_codex":0.00006371687,"about_ca_system_score_gemma":0.0005742503,"threshold_uncertainty_score":0.9997292},"labels":[],"label_agreement":null},{"id":"W3134617575","doi":"10.1002/rth2.12478","title":"Harnessing Twitter to empower scientific engagement and communication: The ISTH 2020 virtual congress experience","year":2021,"lang":"en","type":"article","venue":"Research and Practice in Thrombosis and Haemostasis","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Lawrence College; Queen's University","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Social media; Globe; Public relations; Community engagement; Political science; Public engagement; Medicine","score_opus":0.49546548617915964,"score_gpt":0.5684783408791722,"score_spread":0.07301285470001251,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3134617575","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80426234,0.0038061505,0.0000062770823,0.18825676,0.0005618517,0.0006221919,0.0000034067803,0.000008243901,0.0024727662],"genre_scores_gemma":[0.9811815,0.016314033,0.00088957226,0.00096261466,0.00013949702,0.00033286752,0.000004302627,0.000007358635,0.00016825792],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9951886,0.0032042807,0.00019961182,0.0003500471,0.0006694077,0.0003880614],"domain_scores_gemma":[0.9846773,0.0141812125,0.00006405324,0.00030012548,0.00052967086,0.00024764967],"candidate_categories":["metaresearch","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.008976397,0.00007476213,0.00013350794,0.000081757185,0.0033677453,0.0013663594,0.00019904299,0.00006704534,0.00016467879],"category_scores_gemma":[0.018322237,0.00006422214,0.0000103806315,0.000971232,0.0015736767,0.0006467907,0.00032035875,0.00043985207,0.000007842387],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007081227,0.00021366074,0.023378978,0.00003907757,0.000022336086,0.000008201295,0.8469037,3.993097e-7,0.00025362373,0.007719678,0.014796901,0.10659265],"study_design_scores_gemma":[0.00017790557,0.000053958196,0.03861125,0.000101271864,0.000008421409,0.0000033597387,0.46191427,0.0000072154717,0.00019221807,0.00061648566,0.49821767,0.00009595775],"about_ca_topic_score_codex":0.0039975126,"about_ca_topic_score_gemma":0.0030321628,"teacher_disagreement_score":0.4834208,"about_ca_system_score_codex":0.00009652433,"about_ca_system_score_gemma":0.00049042783,"threshold_uncertainty_score":0.9996703},"labels":[],"label_agreement":null},{"id":"W3134680231","doi":"10.7759/cureus.13594","title":"Content Analysis and Characterization of Medical Tweets During the Early Covid-19 Pandemic","year":2021,"lang":"en","type":"article","venue":"Cureus","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; University of Saskatchewan; University of Ottawa; Canadian Association of Nurses in Oncology; University of British Columbia","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Social media; Medicine; Content analysis; Public health; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Public relations; Medical education; Nursing; Pathology; World Wide Web; Sociology; Political science; Disease; Computer science; Social science","score_opus":0.2088737278601454,"score_gpt":0.43392797512684605,"score_spread":0.22505424726670065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3134680231","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9869302,0.00031873028,0.0001332274,0.011534715,0.0007851046,0.00019920117,0.000004962494,0.000020792353,0.000073074174],"genre_scores_gemma":[0.99761945,0.0015160645,0.000011283742,0.00035628187,0.00037155478,0.00005692864,0.000011409562,0.0000030095277,0.000053990458],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987631,0.0003217127,0.0001841103,0.000119301396,0.0004814729,0.00013029137],"domain_scores_gemma":[0.99873495,0.000718269,0.000114880066,0.00010767891,0.00011327944,0.00021095936],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008751251,0.000038662067,0.00012270601,0.000032890544,0.00029747107,0.000026072616,0.00012367361,0.00010376784,0.00036347087],"category_scores_gemma":[0.0060416665,0.000032206746,0.000036307003,0.00055525766,0.00020296701,0.000072022915,0.0000292924,0.00008621588,0.0000019390284],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000027610783,0.000017803917,0.9556385,0.000019384735,0.000046016074,0.0000013400886,0.04072275,1.150851e-7,0.0013503232,0.0008388862,0.0000039500596,0.0013581553],"study_design_scores_gemma":[0.000099641526,0.0000047827907,0.9919627,0.000007293766,0.00006625178,6.9149786e-7,0.0041745966,0.0000075980947,0.000112019035,0.00008131231,0.0034480798,0.00003505782],"about_ca_topic_score_codex":0.011970516,"about_ca_topic_score_gemma":0.010559367,"teacher_disagreement_score":0.036548156,"about_ca_system_score_codex":0.00015866748,"about_ca_system_score_gemma":0.000702644,"threshold_uncertainty_score":0.9946089},"labels":[],"label_agreement":null},{"id":"W3135491589","doi":"10.2196/22281","title":"Social Media Terms and Conditions and Informed Consent From Children: Ethical Analysis","year":2021,"lang":"en","type":"article","venue":"JMIR Pediatrics and Parenting","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Social media; Internet privacy; Thematic analysis; Informed consent; Psychology; Android (operating system); Phone; Mental health; Process (computing); Mobile phone; Public relations; Computer science; Qualitative research; World Wide Web; Political science; Sociology; Medicine; Social science; Psychiatry","score_opus":0.09101417506945259,"score_gpt":0.42110631284302247,"score_spread":0.3300921377735699,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3135491589","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9940501,0.00059143925,0.000008802376,0.0040470264,0.00054409506,0.00022246652,0.00007073993,0.000028441924,0.00043693042],"genre_scores_gemma":[0.99489737,0.0023148528,0.00016591318,0.0002536035,0.0020512643,0.00008103432,0.00022034167,0.000005506189,0.000010093504],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988153,0.00018276594,0.00025036986,0.00022796074,0.00027879086,0.0002448234],"domain_scores_gemma":[0.9939527,0.00552669,0.00015174862,0.000056091514,0.00010141163,0.00021138632],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036584455,0.00008437225,0.00019821337,0.00011629621,0.0010190498,0.00018678389,0.0000446923,0.0002591779,0.000094740644],"category_scores_gemma":[0.0044102618,0.00009373456,0.00004251132,0.0006572196,0.0002723022,0.00009034211,0.000056825786,0.00028055365,0.0000017538905],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000001541623,0.000016671389,0.9441275,0.000023379556,0.000033718563,0.0000013292763,0.050307572,1.1165201e-7,0.0000021030908,0.0016647546,0.00051557407,0.0033057672],"study_design_scores_gemma":[0.00017604638,0.0000037913044,0.9897553,0.0000068816184,0.000233216,5.3759163e-7,0.006536966,0.000013433705,0.0000016597007,0.0016448421,0.0015144633,0.00011286853],"about_ca_topic_score_codex":0.001603957,"about_ca_topic_score_gemma":0.011361491,"teacher_disagreement_score":0.045627814,"about_ca_system_score_codex":0.000034253513,"about_ca_system_score_gemma":0.0005281677,"threshold_uncertainty_score":0.78378105},"labels":[],"label_agreement":null},{"id":"W3136461000","doi":"10.1002/rth2.12493","title":"Innovation via social media – The importance of Twitter to science","year":2021,"lang":"en","type":"editorial","venue":"Research and Practice in Thrombosis and Haemostasis","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Social media; Timeline; Scopus; Microblogging; World Wide Web; Craft; Sociology; Media studies; Computer science; Political science; History","score_opus":0.4104210836944791,"score_gpt":0.5731212822388871,"score_spread":0.16270019854440804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3136461000","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21493465,0.0035353918,0.000008872649,0.21734264,0.55327535,0.0032218166,0.00010295537,0.000025957235,0.0075523863],"genre_scores_gemma":[0.15327038,0.043569524,0.0012698756,0.0008971813,0.7994454,0.0013159239,0.00011030916,0.000063094674,0.00005834886],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99364007,0.0015945351,0.000520917,0.0005294426,0.0030351458,0.00067989045],"domain_scores_gemma":[0.9305697,0.06426959,0.00038779853,0.00028009815,0.0042825574,0.00021025023],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.02405028,0.00013829365,0.0003618703,0.00056633516,0.0016791493,0.00038631135,0.00044462425,0.00043659666,0.000070315284],"category_scores_gemma":[0.22629999,0.00012084743,0.000021820895,0.0055219564,0.00257987,0.00061597023,0.00026572007,0.0012578602,0.000003379147],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009925712,0.00014473281,0.001684257,0.0001449005,0.000025103804,0.0000026184596,0.19026542,4.0730573e-8,0.00008154811,0.0038803646,0.75161254,0.05205921],"study_design_scores_gemma":[0.00019401258,0.00008322056,0.009640927,0.00014546835,0.000023474957,3.458142e-7,0.0663471,5.9983915e-7,0.000066163855,0.0028359543,0.92050123,0.00016148525],"about_ca_topic_score_codex":0.009569004,"about_ca_topic_score_gemma":0.008210575,"teacher_disagreement_score":0.24617004,"about_ca_system_score_codex":0.00041823063,"about_ca_system_score_gemma":0.004716176,"threshold_uncertainty_score":0.99962056},"labels":[],"label_agreement":null},{"id":"W3136574895","doi":"10.1007/s13187-021-01996-2","title":"Quality of Glioblastoma Multiforme (GBM) Resources Available on the Internet","year":2021,"lang":"en","type":"article","venue":"Journal of Cancer Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Cancer Agency; University of British Columbia","funders":"University of British Columbia","keywords":"Glioblastoma; Medicine; The Internet; Quality (philosophy); Oncology; Cancer research; World Wide Web; Computer science","score_opus":0.106437358449125,"score_gpt":0.48185213045149305,"score_spread":0.37541477200236806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3136574895","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95894206,0.0017904053,0.0000064284623,0.02473283,0.008465405,0.00019752733,0.0000019955078,0.0000047970047,0.0058585573],"genre_scores_gemma":[0.99438936,0.00075029215,0.00019871816,0.0006241831,0.0025706326,0.000060316335,5.8039205e-7,0.0000069298208,0.0013990048],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981117,0.00055706286,0.0005106072,0.00008643905,0.00058775494,0.00014640664],"domain_scores_gemma":[0.9961606,0.001599393,0.00090828474,0.00013389924,0.0010964551,0.00010134721],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018550213,0.000058343674,0.00016594355,0.00007947025,0.0001515857,0.00004086713,0.00021741189,0.000068134716,0.0014637982],"category_scores_gemma":[0.0054312097,0.000045152752,0.00008004821,0.00041366255,0.00013371062,0.00016717317,0.000010939531,0.00020764026,0.000020491523],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036816686,0.0011092961,0.32426885,0.00018975255,0.00010965191,8.073173e-7,0.28833538,0.000022770473,0.0014501713,0.02203011,0.12487425,0.23724079],"study_design_scores_gemma":[0.0002586855,0.00014463258,0.24029285,0.00044077655,0.00003326846,0.0000019067568,0.061780147,0.0000062153886,0.008136398,0.0018370164,0.68694973,0.000118396245],"about_ca_topic_score_codex":0.0075272964,"about_ca_topic_score_gemma":0.00517071,"teacher_disagreement_score":0.5620755,"about_ca_system_score_codex":0.00052956835,"about_ca_system_score_gemma":0.0043347045,"threshold_uncertainty_score":0.999449},"labels":[],"label_agreement":null},{"id":"W3137892094","doi":"10.2196/25892","title":"Social Media and Medical Education in the Context of the COVID-19 Pandemic: Scoping Review","year":2021,"lang":"en","type":"article","venue":"JMIR Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":203,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Social media; Curriculum; Public relations; Context (archaeology); Health care; Medical education; Inclusion (mineral); Psychology; Medicine; Political science; Sociology; Pedagogy; Social science","score_opus":0.15152732989187082,"score_gpt":0.5334928385621124,"score_spread":0.3819655086702416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3137892094","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24113935,0.030752141,0.0000062299177,0.71591127,0.0073868996,0.0030529546,0.0000018750645,0.000032959095,0.0017163157],"genre_scores_gemma":[0.82078445,0.036962863,0.000051427098,0.1341776,0.0045467922,0.003332827,0.000058695477,0.000017116332,0.00006824503],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9948063,0.0022607883,0.0005998273,0.00025403078,0.001816401,0.0002626458],"domain_scores_gemma":[0.99313843,0.0053752232,0.00034011214,0.00025476768,0.00032532736,0.00056610914],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0049751704,0.00010127483,0.00026398085,0.000056314828,0.0004772369,0.000028337805,0.00048389676,0.00032336713,0.0011789764],"category_scores_gemma":[0.1534474,0.00007288815,0.00006350476,0.00095405686,0.00083525875,0.000118828684,0.00005462603,0.0004994061,0.0000065016957],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007439331,0.0008438698,0.10386553,0.003060599,0.0000063698003,9.006218e-7,0.2682182,8.195564e-9,0.0000020573568,0.034416065,0.061167154,0.5284118],"study_design_scores_gemma":[0.0013075371,0.000033024782,0.23027144,0.039566126,0.00012310651,0.000092106326,0.28434575,0.000008409727,0.000009840145,0.016797155,0.4268992,0.00054631033],"about_ca_topic_score_codex":0.0027181094,"about_ca_topic_score_gemma":0.02615293,"teacher_disagreement_score":0.5817337,"about_ca_system_score_codex":0.00041265058,"about_ca_system_score_gemma":0.08957148,"threshold_uncertainty_score":0.9997341},"labels":[],"label_agreement":null},{"id":"W3138728463","doi":"10.2196/25229","title":"Use of Twitter in Neurology: Boon or Bane?","year":2021,"lang":"en","type":"review","venue":"Journal of Medical Internet Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Medical Research Council; Cumming School of Medicine, University of Calgary; Muscular Dystrophy Association","keywords":"Social media; Field (mathematics); Internet privacy; Neurology; Engineering ethics; Medicine; Data science; World Wide Web; Computer science; Engineering; Psychiatry","score_opus":0.7357630226478571,"score_gpt":0.6555674691346423,"score_spread":0.08019555351321483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3138728463","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002115793,0.97729427,0.0000051312004,0.014030209,0.0055557666,0.00076608226,0.0000018228261,0.000003888679,0.00022702925],"genre_scores_gemma":[0.00013149626,0.9956484,0.00007238149,0.00021168042,0.0032349755,0.00007998173,0.0000032597552,0.00002470375,0.0005931509],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9825906,0.009765616,0.001788794,0.00025090377,0.004952629,0.0006514485],"domain_scores_gemma":[0.9679201,0.029294835,0.00080723915,0.00023818096,0.0010249963,0.00071462756],"candidate_categories":["metaresearch","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.023179239,0.00015502739,0.0016151649,0.0009928977,0.000055368902,0.00008988587,0.0014612415,0.0012049776,0.0047127274],"category_scores_gemma":[0.12868544,0.00010834575,0.00032906476,0.0014623324,0.0009623477,0.00016561494,0.00025575538,0.0051743523,0.00003442016],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004812228,0.00024255076,0.00041638076,0.0029607823,0.000059231807,0.0008069711,0.0076011308,3.224371e-8,3.2301504e-8,0.00044445056,0.054050084,0.93337023],"study_design_scores_gemma":[0.00012300884,0.00025976053,0.000069910646,0.017932864,0.00003371134,0.00007307875,0.0005854393,0.0000024970502,2.9829684e-7,0.00004637669,0.9808014,0.00007164526],"about_ca_topic_score_codex":0.009544007,"about_ca_topic_score_gemma":0.004157658,"teacher_disagreement_score":0.9332986,"about_ca_system_score_codex":0.0005986673,"about_ca_system_score_gemma":0.01432175,"threshold_uncertainty_score":0.99712074},"labels":[],"label_agreement":null},{"id":"W3138960080","doi":"10.4103/ija.ija_1039_20","title":"Introduction of anaesthesia podcasts in our system - A pressing priority for the betterment of clinical practice","year":2021,"lang":"en","type":"article","venue":"Indian Journal of Anaesthesia","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Popularity; Medical education; Audit; Panel discussion; Multimedia; Computer science; Psychology","score_opus":0.0855592744715633,"score_gpt":0.44485775331459865,"score_spread":0.35929847884303534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3138960080","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9117373,0.00095771527,0.000112333815,0.08383413,0.0026957,0.0006112814,0.0000017344106,0.0000047592785,0.000045026558],"genre_scores_gemma":[0.9893537,0.00046353033,0.006190338,0.000131933,0.0038192817,0.000023590756,8.1439634e-7,0.000010992838,0.0000057913962],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.996047,0.0015376367,0.0014056319,0.00015142064,0.00061129656,0.00024701533],"domain_scores_gemma":[0.9949992,0.0013835804,0.0022586416,0.00020965925,0.0010059271,0.00014304806],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.008638536,0.00008749059,0.00045433445,0.00014141915,0.00018618483,0.000037144488,0.00028690425,0.0001587764,0.000004290864],"category_scores_gemma":[0.012305315,0.00007351122,0.00017982048,0.0005005372,0.00015361344,0.00037605118,0.00001245674,0.00035713654,8.385438e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006126207,0.0010133027,0.23960546,0.000604265,0.00017677995,0.00024049796,0.12342399,0.00009063122,0.000104450264,0.0060325074,0.002312972,0.62578255],"study_design_scores_gemma":[0.0013857891,0.0010104496,0.66840553,0.0009139855,0.0002840724,0.00019834486,0.21622293,0.0000463294,0.0005021208,0.00034467084,0.11047435,0.0002114261],"about_ca_topic_score_codex":0.0008736246,"about_ca_topic_score_gemma":0.00033357047,"teacher_disagreement_score":0.6255711,"about_ca_system_score_codex":0.00027339155,"about_ca_system_score_gemma":0.0025997942,"threshold_uncertainty_score":0.9960145},"labels":[],"label_agreement":null},{"id":"W3139794867","doi":"10.1186/s12889-021-10716-w","title":"Exploring the extent of digital food and beverage related content associated with a family-friendly event: a case study","year":2021,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Food marketing; Social media; Content analysis; Medicine; Biostatistics; Social marketing; Public health; Advertising; Environmental health; Marketing; Food science; Business; Sociology","score_opus":0.3501394564178535,"score_gpt":0.38897765941941964,"score_spread":0.03883820300156615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3139794867","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9879186,0.0005047757,0.000067301626,0.008102719,0.0010461255,0.0020175253,0.000021287187,0.0000696763,0.00025195265],"genre_scores_gemma":[0.9988425,0.00012016949,0.000051928622,0.00013875899,0.000109867506,0.00066085346,0.000011659443,0.000017419732,0.000046835892],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9964623,0.0013900972,0.00057545956,0.00031728495,0.00067554985,0.0005793098],"domain_scores_gemma":[0.99634236,0.0020887428,0.0003886483,0.0002569858,0.00047283462,0.00045041626],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032616819,0.00012456106,0.0003044961,0.00008489452,0.00091983913,0.00016342994,0.00014065324,0.00005583314,0.0000094985635],"category_scores_gemma":[0.008213339,0.00009730688,0.000045395813,0.001143051,0.00021053465,0.0005793833,0.00006289972,0.00024586316,0.0000014480706],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001553232,0.001545642,0.4530184,0.00008177195,0.00012866897,0.00010257395,0.50343937,0.0000021793508,0.0000013405543,0.0043074447,0.000066743756,0.037290297],"study_design_scores_gemma":[0.0008798405,0.00071573426,0.4197785,0.00006692412,0.000013347062,0.0000389841,0.5769252,0.000011423577,8.2039617e-7,0.000076543554,0.0013764469,0.00011625005],"about_ca_topic_score_codex":0.011825114,"about_ca_topic_score_gemma":0.027647981,"teacher_disagreement_score":0.07348579,"about_ca_system_score_codex":0.0006301654,"about_ca_system_score_gemma":0.005047787,"threshold_uncertainty_score":0.9947552},"labels":[{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":true,"confidence":"high"},{"model":"opus","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":true,"confidence":"high"}],"label_agreement":"agree"},{"id":"W3140072468","doi":"10.1007/s11764-021-01034-6","title":"Developing a global cancer survivorship community: the Journal of Cancer Survivorship Social Media Site @jcansurv","year":2021,"lang":"en","type":"editorial","venue":"Journal of Cancer Survivorship","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"National Center for Advancing Translational Sciences","keywords":"Cancer survivorship; Survivorship curve; Public health; Health informatics; Cancer; Medicine; Cancer imaging; Gerontology; Nursing; Internal medicine","score_opus":0.1596916044182559,"score_gpt":0.45442906174775055,"score_spread":0.29473745732949463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3140072468","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24998316,0.03516047,0.000060025883,0.013812505,0.6991993,0.00072661525,0.00073645636,0.000041964486,0.00027947978],"genre_scores_gemma":[0.106537625,0.0542378,0.00016947085,0.0005776784,0.83773243,0.00029275558,0.00007175792,0.00021470936,0.0001657828],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.96232486,0.022296326,0.004296836,0.00056461385,0.008342192,0.0021751684],"domain_scores_gemma":[0.92828715,0.045990508,0.010279012,0.00075033825,0.013567218,0.0011257714],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaresearch","research_integrity"],"category_scores_codex":[0.03568952,0.0011854661,0.0032183887,0.00065450347,0.0032201516,0.0007323273,0.0046084933,0.002923698,0.0008179607],"category_scores_gemma":[0.042308837,0.0010178641,0.0011974209,0.00413926,0.0016488355,0.0010509483,0.00035755226,0.009423454,0.00000935947],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0015222732,0.00038652247,0.2415314,0.0015754249,0.002069772,0.000085811946,0.2518871,0.00008113315,0.0000163761,0.00091721414,0.473247,0.02667998],"study_design_scores_gemma":[0.0022508763,0.00022665954,0.07215397,0.005684859,0.0023620124,0.00001558369,0.05239451,0.0000025893135,0.00006912096,0.0032093376,0.85979307,0.0018374413],"about_ca_topic_score_codex":0.80171055,"about_ca_topic_score_gemma":0.9812017,"teacher_disagreement_score":0.38654605,"about_ca_system_score_codex":0.011567666,"about_ca_system_score_gemma":0.058692988,"threshold_uncertainty_score":0.99922717},"labels":[],"label_agreement":null},{"id":"W3144091001","doi":"10.36834/cmej.71155","title":"Instagram as a virtual art display for medical students","year":2021,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences","keywords":"Humanities; Coronavirus disease 2019 (COVID-19); Art; Medicine","score_opus":0.03443573298378177,"score_gpt":0.4445901466171327,"score_spread":0.4101544136333509,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3144091001","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27255574,0.0006639176,0.0002138594,0.6563516,0.05653329,0.00097362866,0.000010607753,0.000038790142,0.012658554],"genre_scores_gemma":[0.6619412,0.0030265437,0.0014189798,0.2654508,0.050995313,0.0018646292,0.00023267874,0.00010015311,0.014969703],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9949141,0.0005089474,0.0005080036,0.00024064883,0.0031248978,0.0007033829],"domain_scores_gemma":[0.97796375,0.0012661098,0.00015605953,0.00016478148,0.0008270322,0.019622248],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0040203715,0.00011540577,0.00019871208,0.00020350252,0.0012896162,0.0003122446,0.00077777234,0.0004781517,0.051005475],"category_scores_gemma":[0.2580605,0.00012325551,0.00009968577,0.00053123204,0.0003408346,0.00020652443,0.0000230432,0.0007907704,0.00032030424],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000929929,0.00040435244,0.010990043,0.000019644838,0.00003846846,0.000080519625,0.02161283,2.2496712e-7,5.31762e-7,0.070442155,0.4993232,0.39707875],"study_design_scores_gemma":[0.0003866105,0.00004998384,0.004616694,0.00015571315,0.000015921769,0.00013271911,0.014748276,0.000009262333,0.0000018073506,0.00205574,0.97769666,0.0001306092],"about_ca_topic_score_codex":0.027914586,"about_ca_topic_score_gemma":0.36616725,"teacher_disagreement_score":0.47837347,"about_ca_system_score_codex":0.0014861334,"about_ca_system_score_gemma":0.35787588,"threshold_uncertainty_score":0.9918816},"labels":[],"label_agreement":null},{"id":"W3144821003","doi":"10.2196/25208","title":"Comparative Success of Recruitment Strategies for an Exercise Intervention Trial Among Women With Polycystic Ovary Syndrome: Observational Study","year":2021,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Health Services; University of Calgary","funders":"Cumming School of Medicine, University of Calgary; Canadian Society of Endocrinology and Metabolism; Alberta Health Services","keywords":"Polycystic ovary; Medicine; Referral; Observational study; Family medicine; Randomized controlled trial; Newspaper; Physical therapy; Advertising; Obesity; Internal medicine","score_opus":0.6299050369357366,"score_gpt":0.6020103155281701,"score_spread":0.027894721407566547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3144821003","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99349225,0.00020787281,0.0003495927,0.0014666413,0.0018067922,0.0025564565,0.0000033076383,0.000006190757,0.000110918656],"genre_scores_gemma":[0.9976495,0.000068918314,0.00023504891,0.000013248833,0.0007489475,0.0011435833,0.0000073430847,0.000009164534,0.00012426008],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9923527,0.0023446353,0.0008960394,0.00019620018,0.0038124826,0.0003979052],"domain_scores_gemma":[0.9928623,0.0036433085,0.00047947004,0.00013644269,0.0023453915,0.00053308596],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014857536,0.000091205664,0.00047558526,0.0002492318,0.0001693091,0.0001570665,0.0006413506,0.00015197598,0.0008444566],"category_scores_gemma":[0.00503771,0.00007315694,0.00007376421,0.0006231827,0.0006242758,0.0005943681,0.00007112583,0.00068256294,0.0000015583869],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.10273121,0.018890448,0.079895854,0.0006675105,0.0009761845,0.00040928234,0.7443955,0.000028734274,0.00004647249,0.005148536,0.0050763693,0.041733894],"study_design_scores_gemma":[0.019736359,0.018351834,0.27628767,0.0017899948,0.00006915085,0.000022302294,0.6783191,0.00023587125,0.00011165132,0.0037184968,0.0011934167,0.00016415911],"about_ca_topic_score_codex":0.0043224706,"about_ca_topic_score_gemma":0.0052582733,"teacher_disagreement_score":0.19639182,"about_ca_system_score_codex":0.0006230734,"about_ca_system_score_gemma":0.005149381,"threshold_uncertainty_score":0.9246208},"labels":[],"label_agreement":null},{"id":"W3145872355","doi":"10.1093/femsmc/xtab001","title":"Young scientist perspective—microbiology trainees and social media: making science go viral during a pandemic","year":2021,"lang":"en","type":"article","venue":"FEMS Microbes","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lawson Health Research Institute; Western University","funders":"","keywords":"Pandemic; Perspective (graphical); Coronavirus disease 2019 (COVID-19); Social media; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Sociology; Virology; Medicine; Infectious disease (medical specialty); Computer science; World Wide Web; Pathology","score_opus":0.05395489036216029,"score_gpt":0.37498184308523796,"score_spread":0.3210269527230777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3145872355","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9886395,0.0012012846,0.000009422785,0.002912819,0.0055269627,0.00029010593,0.000019848327,0.00010191244,0.0012981491],"genre_scores_gemma":[0.9974166,0.00014662069,0.0004846683,0.000114648064,0.0016215268,0.000055490535,0.0000060179905,0.000014128835,0.00014028561],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9980079,0.00022577294,0.00023654917,0.000551293,0.00024849814,0.00073001324],"domain_scores_gemma":[0.9987905,0.00044996766,0.00012373624,0.000114735936,0.000404234,0.000116851785],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0010622612,0.00013551995,0.00022321175,0.00019381534,0.0027476433,0.00025442586,0.00029912754,0.00015980299,0.00009631522],"category_scores_gemma":[0.0031099555,0.00015452967,0.000053369822,0.00086732657,0.002954535,0.00035078582,0.00013761243,0.00025194648,0.000023543553],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009214272,0.000057462785,0.038425863,0.00003574575,0.000010632298,0.000011698012,0.46794987,1.9836023e-7,0.47751027,0.012918765,0.00021728034,0.0028530017],"study_design_scores_gemma":[0.0012255727,0.000036546826,0.51196116,0.00019106166,0.000068106296,0.00022966949,0.44222,0.0000053999065,0.017774533,0.0056464993,0.019718861,0.00092262035],"about_ca_topic_score_codex":0.001129834,"about_ca_topic_score_gemma":0.009360855,"teacher_disagreement_score":0.47353527,"about_ca_system_score_codex":0.00091187964,"about_ca_system_score_gemma":0.0015135444,"threshold_uncertainty_score":0.99975884},"labels":[],"label_agreement":null},{"id":"W3149184798","doi":"10.2196/25114","title":"Comparison of Intercom and Megaphone Hashtags Using Four Years of Tweets From the Top 44 Schools of Nursing: Thematic Analysis","year":2021,"lang":"en","type":"article","venue":"JMIR Nursing","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Anschutz Medical Campus, University of Colorado; University of California, Los Angeles; University of Missouri-Kansas City; Georgetown University; Arizona State University; University of Missouri; George Washington University; University of Washington; University of Rochester; Emory University; Rush University; Wayne State University; University of Illinois at Urbana-Champaign; University of Connecticut; Ohio State University; University of Cincinnati; University of Pittsburgh; Washington State University; York University; Florida Atlantic University; University of Miami; Universidad del Atlántico; Purdue University","keywords":"Thematic analysis; Period (music); Social media; Psychology; Sociology; Qualitative research; Computer science; World Wide Web; Social science","score_opus":0.257008381564273,"score_gpt":0.5103469185525259,"score_spread":0.25333853698825287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3149184798","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9951605,0.0010797905,0.00035777336,0.0018369693,0.00091173296,0.00039584088,0.0000079796455,0.0000093690805,0.0002400073],"genre_scores_gemma":[0.9964845,0.000017253808,0.0032781938,0.000016315307,0.00017448523,0.000011657659,0.000005370764,0.000008137963,0.0000040769446],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9983303,0.00041010557,0.0004731566,0.00015972581,0.00044674324,0.00017997474],"domain_scores_gemma":[0.99737686,0.0016535064,0.00046888902,0.00023419654,0.00019223898,0.00007429613],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005130146,0.000072582734,0.0004478612,0.00011301349,0.0001537066,0.000029311974,0.0001761661,0.00009713802,0.000056756187],"category_scores_gemma":[0.0012024834,0.000071149276,0.00010260073,0.0011601773,0.00044174498,0.0001112854,0.000015771837,0.00014659594,5.1368795e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026590442,0.00044566565,0.4036074,0.000057848305,0.00018070721,4.136081e-7,0.4933574,0.000039321778,0.0047042686,0.00062982395,0.00019245029,0.096758135],"study_design_scores_gemma":[0.0002772318,0.00003325697,0.7024923,0.0021523207,0.00067893334,3.4648858e-7,0.28412253,0.0009912727,0.004614965,0.004436569,0.00007442207,0.00012582625],"about_ca_topic_score_codex":0.0027169415,"about_ca_topic_score_gemma":0.0002834384,"teacher_disagreement_score":0.29888493,"about_ca_system_score_codex":0.0001921586,"about_ca_system_score_gemma":0.00030466335,"threshold_uncertainty_score":0.4107221},"labels":[],"label_agreement":null},{"id":"W3151165382","doi":"10.1007/s43678-020-00069-5","title":"Infographics, podcasts, and blogs: a multi-channel, asynchronous, digital faculty experience to improve clinical teaching (MAX FacDev)","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Clinical Oncology Group; McMaster University","funders":"","keywords":"Attendance; Library science; Asynchronous communication; Medical education; Medicine; Political science; Sociology; Computer science; Telecommunications","score_opus":0.27874438842931093,"score_gpt":0.49862518953035,"score_spread":0.21988080110103908,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3151165382","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92103106,0.003165537,0.0008543533,0.024185102,0.04922931,0.0005069105,0.00003198384,0.000015223921,0.0009805259],"genre_scores_gemma":[0.9919794,0.0010064594,0.00064560823,0.00057443854,0.0055316654,0.00002667084,0.000010466896,0.000018585019,0.00020666112],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.997309,0.00028491026,0.0011139218,0.00026723533,0.00044723562,0.0005776397],"domain_scores_gemma":[0.99555427,0.00045284806,0.00040066114,0.00016841514,0.000643533,0.0027802736],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0018798311,0.00015811843,0.0004033492,0.0002735266,0.00066920754,0.00004000856,0.00030753072,0.0001772788,0.00041131262],"category_scores_gemma":[0.03781812,0.00014888018,0.0001033889,0.000587135,0.00047319455,0.00040863463,0.000022573688,0.00061412045,0.000007266695],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018112076,0.0001208983,0.5076736,0.000051172698,0.000094103336,0.00014516016,0.38285592,0.0000033937388,0.00005637738,0.001054893,0.020092348,0.087834015],"study_design_scores_gemma":[0.0009824559,0.0007060427,0.16844487,0.0003917708,0.000071609466,0.000021568438,0.16925335,0.00002291555,0.000009934702,0.000686312,0.659008,0.00040113588],"about_ca_topic_score_codex":0.050824486,"about_ca_topic_score_gemma":0.15565641,"teacher_disagreement_score":0.6389157,"about_ca_system_score_codex":0.00025113052,"about_ca_system_score_gemma":0.0038344113,"threshold_uncertainty_score":0.9702867},"labels":[],"label_agreement":null},{"id":"W3152652748","doi":"10.1177/08465371211006420","title":"Tweeting Bias in Diagnostic Test Accuracy Research: Does Title or Conclusion Positivity Influence Dissemination?","year":2021,"lang":"en","type":"article","venue":"Canadian Association of Radiologists Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Confounding; Publication bias; Test (biology); Diagnostic accuracy; Internal medicine; Meta-analysis","score_opus":0.14575925923909375,"score_gpt":0.46408417886233505,"score_spread":0.3183249196232413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3152652748","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9655484,0.00028208547,0.0000059226586,0.021814926,0.0021636034,0.00030543286,0.000032163185,0.0000124279895,0.009835048],"genre_scores_gemma":[0.9970702,0.0012161891,0.00014301273,0.000111206944,0.0005725462,0.00001929018,0.000007745871,0.000005309246,0.00085452717],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977636,0.0010965731,0.00029206555,0.00010597082,0.00039551745,0.0003463129],"domain_scores_gemma":[0.9349401,0.063500114,0.00032776527,0.00007396483,0.00088572176,0.00027236447],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.005126685,0.000047027457,0.00012517975,0.00019308999,0.0005186132,0.00007075778,0.0001438012,0.00015645732,0.0004507701],"category_scores_gemma":[0.6104869,0.000041799325,0.000027191592,0.0006424558,0.00012048906,0.00016279798,0.0000142580675,0.00038448197,0.000032780288],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000022398697,0.00003159425,0.9591025,0.00001218621,0.000005997705,0.00005134639,0.008590355,0.000007471278,0.00010050388,0.0010119202,0.012422997,0.018660903],"study_design_scores_gemma":[0.00015546629,0.000028578066,0.8819082,0.00022828107,0.0000062757185,0.000007693588,0.004333447,0.00001157816,0.00013604513,0.0016046878,0.11147683,0.00010295561],"about_ca_topic_score_codex":0.035806708,"about_ca_topic_score_gemma":0.3596999,"teacher_disagreement_score":0.6053602,"about_ca_system_score_codex":0.0034359514,"about_ca_system_score_gemma":0.004660944,"threshold_uncertainty_score":0.97061396},"labels":[],"label_agreement":null},{"id":"W3152812623","doi":"10.1101/2021.04.19.21255561","title":"Clarivate listed nursing journals in 2020: what they publish and how they measure use of social media","year":2021,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Publication; Citation; Social media; Bibliometrics; Publishing; Impact factor; Citation analysis; Library science; Computer science; Medicine; World Wide Web; Political science","score_opus":0.21911744988370657,"score_gpt":0.3988774893310524,"score_spread":0.1797600394473458,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3152812623","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9355197,0.003734353,0.0000066587436,0.044763613,0.014705975,0.0009795008,0.000014621073,0.00004699761,0.00022856647],"genre_scores_gemma":[0.98898673,0.007372903,0.0003807802,0.00012459379,0.0028484925,0.00017732495,0.00004020071,0.000041187664,0.000027815884],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9940544,0.0027941184,0.0006100975,0.00056734896,0.0013638792,0.0006101767],"domain_scores_gemma":[0.9940724,0.003420501,0.0008846189,0.00033462403,0.0009660705,0.0003217836],"candidate_categories":["metaresearch","metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.004901429,0.00027633432,0.0007618262,0.0003139621,0.00043230221,0.0020655757,0.0005492572,0.0010843411,0.00010559832],"category_scores_gemma":[0.03176566,0.00029379825,0.00015938193,0.0005869674,0.00048086606,0.0015697593,0.00019148544,0.0016077831,0.000001244703],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029115208,0.000180504,0.19127043,0.00021906824,0.000056193297,0.000016084421,0.7232634,0.0000054786983,0.00022221514,0.0008211528,0.00055738667,0.083358996],"study_design_scores_gemma":[0.0003506969,0.000011270104,0.8935189,0.0029195715,0.00009185716,0.0000019200359,0.09335751,0.0000137307425,0.00005651545,0.0057537416,0.0035035505,0.00042072608],"about_ca_topic_score_codex":0.004167445,"about_ca_topic_score_gemma":0.043632388,"teacher_disagreement_score":0.70224845,"about_ca_system_score_codex":0.0006260275,"about_ca_system_score_gemma":0.0022480607,"threshold_uncertainty_score":0.9999514},"labels":[],"label_agreement":null},{"id":"W3153071742","doi":"10.2196/25213","title":"Planning Engaging, Remote, Synchronous Didactics in the COVID-19 Pandemic Era","year":2021,"lang":"en","type":"article","venue":"JMIR Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Accreditation; Curriculum; Coronavirus disease 2019 (COVID-19); Pandemic; Set (abstract data type); Medical education; Pedagogy; Computer science; Sociology; Medicine","score_opus":0.11908559765220209,"score_gpt":0.4966164117033439,"score_spread":0.37753081405114186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3153071742","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78032094,0.0014801916,0.0002488918,0.19552033,0.009411222,0.0011883242,9.293838e-7,0.000115888164,0.011713286],"genre_scores_gemma":[0.97126365,0.0004621311,0.00045340825,0.023380745,0.0036768252,0.00055302074,0.000041404608,0.000012292999,0.00015649782],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99658525,0.0014931954,0.00031912272,0.000254533,0.0009810494,0.00036683984],"domain_scores_gemma":[0.99407387,0.0048976582,0.00013337322,0.00023661164,0.00012575567,0.000532755],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0032814208,0.00008967601,0.00013416228,0.000084153864,0.0006170933,0.00007445282,0.00033819885,0.00026525802,0.0008686741],"category_scores_gemma":[0.066234656,0.000081750564,0.000035425415,0.00077668554,0.00025104175,0.00011538382,0.000022066968,0.00079719897,0.000038549013],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000075969306,0.00044858843,0.2109596,0.000092565075,0.0000050819576,0.000015168666,0.5365077,0.0000031908032,0.0000038015523,0.004728469,0.026404334,0.22082387],"study_design_scores_gemma":[0.00024701242,0.00001661692,0.08867653,0.000117322816,0.00001021833,0.00003046894,0.14142019,0.00006788593,0.0000012859497,0.004075245,0.765194,0.00014321264],"about_ca_topic_score_codex":0.009224972,"about_ca_topic_score_gemma":0.004233328,"teacher_disagreement_score":0.7387897,"about_ca_system_score_codex":0.0011211432,"about_ca_system_score_gemma":0.024406515,"threshold_uncertainty_score":0.9973727},"labels":[],"label_agreement":null},{"id":"W3153138121","doi":"10.2196/22983","title":"Characterization and Comparison of the Utilization of Facebook Groups Between Public Medical Professionals and Technical Communities to Facilitate Idea Sharing and Crowdsourcing During the COVID-19 Pandemic: Cross-sectional Observational Study","year":2021,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Layperson; Social media; Observational study; Social distance; Focus group; Pandemic; Coronavirus disease 2019 (COVID-19); Crowdsourcing; Psychology; Medical education; Internet privacy; Medicine; Computer science; Business; World Wide Web; Political science; Disease; Marketing","score_opus":0.726946619778272,"score_gpt":0.5961034221899657,"score_spread":0.13084319758830631,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3153138121","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9928407,0.000048451657,0.00019821622,0.0046462906,0.00012057683,0.0020528205,0.00003692193,0.000015834925,0.00004020093],"genre_scores_gemma":[0.9989712,0.000042575975,0.00001269203,0.00005883577,0.000082774066,0.00075159624,0.000037019654,0.000005415424,0.000037874317],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99577284,0.0019196776,0.00051812944,0.00015508274,0.0013912111,0.00024305972],"domain_scores_gemma":[0.9939169,0.00481674,0.000191487,0.00014530757,0.0007310969,0.00019843942],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0064978683,0.00007349633,0.00018999592,0.00013058863,0.0021799277,0.00012582075,0.00027182134,0.00012339323,0.00005528818],"category_scores_gemma":[0.0071146847,0.00005383236,0.000018942193,0.00065986783,0.0011018392,0.000408479,0.000570513,0.0004917397,5.017821e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014477209,0.00006911271,0.8084006,0.00014461043,0.000009450932,4.6649262e-8,0.18904918,0.0000010389033,0.0002307452,0.0015146838,0.00000610905,0.0005599434],"study_design_scores_gemma":[0.00023927086,0.000042564832,0.9232421,0.00006293634,0.00000217278,0.0000015373954,0.07536568,0.00009266919,0.000051118375,0.00043455936,0.00042103144,0.000044347533],"about_ca_topic_score_codex":0.0009269786,"about_ca_topic_score_gemma":0.0025271606,"teacher_disagreement_score":0.11484151,"about_ca_system_score_codex":0.00023809743,"about_ca_system_score_gemma":0.00081356376,"threshold_uncertainty_score":0.9991191},"labels":[],"label_agreement":null},{"id":"W3153822422","doi":"10.2196/28805","title":"Analysis of Cyberincivility in Posts by Health Professions Students: Descriptive Twitter Data Mining Study","year":2021,"lang":"en","type":"article","venue":"JMIR Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Descriptive statistics; Coursework; Social media; Pharmacy; Medical education; Psychology; Descriptive research; Medicine; Nursing; Computer science; Sociology; World Wide Web","score_opus":0.15944140974699825,"score_gpt":0.5456550077944058,"score_spread":0.3862135980474075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3153822422","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96965027,0.0003521079,0.000016772608,0.025498776,0.0026486467,0.0015912523,0.000014990229,0.000020755573,0.0002064015],"genre_scores_gemma":[0.9967258,0.00010181736,0.00020237104,0.0012537171,0.0002780632,0.00089338486,0.00042385684,0.000007822209,0.000113191854],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99502045,0.0020018716,0.0006708006,0.0004616658,0.0015172694,0.00032791874],"domain_scores_gemma":[0.99736106,0.0010019179,0.0003038716,0.0005650637,0.00032272117,0.00044535316],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0040538902,0.000093072325,0.0003682641,0.0002365594,0.00024454168,0.000029160372,0.00063190405,0.00014269898,0.0007073153],"category_scores_gemma":[0.015011523,0.00009738425,0.000036693393,0.0028916935,0.00017109966,0.00023298188,0.00017648378,0.00028352646,0.0000046587916],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000056341755,0.0036634218,0.68313354,0.000020999161,0.000051681756,5.223135e-7,0.28847238,6.5132234e-8,0.0000018168082,0.000021233454,0.005109467,0.019519234],"study_design_scores_gemma":[0.00015763572,0.000028573693,0.67885584,0.000090919675,0.00004822846,6.965225e-8,0.31795081,0.00001968572,9.350741e-7,0.000017034052,0.0027747098,0.00005555563],"about_ca_topic_score_codex":0.029634908,"about_ca_topic_score_gemma":0.061607603,"teacher_disagreement_score":0.031972695,"about_ca_system_score_codex":0.000794191,"about_ca_system_score_gemma":0.013146905,"threshold_uncertainty_score":0.9932855},"labels":[],"label_agreement":null},{"id":"W3154252347","doi":"10.2196/24199","title":"Social Media Content of Idiopathic Pulmonary Fibrosis Groups and Pages on Facebook: Cross-sectional Analysis","year":2021,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Calgary; University of Toronto; University of British Columbia","funders":"","keywords":"Guideline; Social media; Misinformation; Idiopathic pulmonary fibrosis; Focus group; Content analysis; Medicine; Internet privacy; World Wide Web; Computer science; Pathology; Business; Internal medicine","score_opus":0.18708898601610244,"score_gpt":0.4037183093165048,"score_spread":0.21662932330040238,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3154252347","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9740352,0.0022093034,0.000016572207,0.021276018,0.00097387587,0.00063809025,0.00004744745,0.00004885845,0.00075462385],"genre_scores_gemma":[0.9960231,0.0020246564,0.000036649602,0.0005923832,0.0008032733,0.0003874714,0.000068769696,0.000009451711,0.00005421074],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99674183,0.0011675206,0.00054174406,0.0004008909,0.000612138,0.00053587893],"domain_scores_gemma":[0.99653023,0.001974508,0.0003191093,0.00013269516,0.00043475453,0.00060868496],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030838782,0.0001258064,0.00046315038,0.00017944888,0.0009645471,0.00012854095,0.000105354615,0.00019874334,0.000063917345],"category_scores_gemma":[0.004200962,0.00013277314,0.000091646085,0.0010027585,0.00048781763,0.00015555658,0.00003734199,0.00022185745,0.0000030608596],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023407101,0.000079242265,0.95496243,0.00013629271,0.000032116284,0.0000012461987,0.015818523,1.9463754e-7,0.000013026092,0.0044112136,0.00010988488,0.024412433],"study_design_scores_gemma":[0.00018330048,0.0000417642,0.98325896,0.0000071457453,0.0000014218386,0.0000011191039,0.004537301,0.000015938218,0.0000014044273,0.00021435347,0.011630416,0.00010684877],"about_ca_topic_score_codex":0.0007636474,"about_ca_topic_score_gemma":0.0033969413,"teacher_disagreement_score":0.028296566,"about_ca_system_score_codex":0.00020780507,"about_ca_system_score_gemma":0.0018013758,"threshold_uncertainty_score":0.7418614},"labels":[],"label_agreement":null},{"id":"W3154657052","doi":"10.1016/j.ecns.2021.03.006","title":"Using Social Media and Snowball Sampling as an Alternative Recruitment Strategy for Research","year":2021,"lang":"en","type":"article","venue":"Clinical Simulation in Nursing","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":403,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"MacEwan University","funders":"","keywords":"Snowball sampling; Social media; Psychology; Pandemic; Sampling (signal processing); Coronavirus disease 2019 (COVID-19); Perception; Process (computing); Medical education; Medicine; Computer science","score_opus":0.9089548233768578,"score_gpt":0.7370835837977652,"score_spread":0.17187123957909267,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3154657052","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98863095,0.00016135201,0.0019752798,0.0026829557,0.0041759764,0.0014639628,0.0000042055117,0.000028069395,0.0008772352],"genre_scores_gemma":[0.9905648,0.00007263279,0.004798324,0.00008038821,0.004311025,0.00012736964,0.000021802636,0.00001575274,0.00000790169],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99612755,0.001936767,0.0006008231,0.0004084512,0.0004818471,0.0004445895],"domain_scores_gemma":[0.9747339,0.024089644,0.00015666785,0.000098505385,0.00068709435,0.00023419473],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0059172753,0.00007917045,0.0002236172,0.000108130334,0.0009783638,0.00013299326,0.00010458531,0.00027179442,0.00004943551],"category_scores_gemma":[0.021533258,0.000097323726,0.000046803056,0.00049891055,0.0005198147,0.00028604397,0.00001813103,0.00036241655,0.0000027052486],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016236478,0.0005306774,0.022952976,0.000029996292,0.0000101735895,0.0000024592741,0.15431319,0.006989451,0.00002996971,0.06794201,0.000019374045,0.7470174],"study_design_scores_gemma":[0.0020679065,0.00023406859,0.1478923,0.00057479023,0.000037823353,6.253687e-7,0.08964707,0.085540116,0.00004304289,0.66827244,0.0053073717,0.0003824312],"about_ca_topic_score_codex":0.00057839334,"about_ca_topic_score_gemma":0.00093397946,"teacher_disagreement_score":0.7466349,"about_ca_system_score_codex":0.00073969056,"about_ca_system_score_gemma":0.0010015912,"threshold_uncertainty_score":0.98670876},"labels":[],"label_agreement":null},{"id":"W3154822074","doi":"10.1503/cmaj.1095935","title":"Time to embrace Dr. Google?","year":2021,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Worry; World Wide Web; Health professionals; Internet privacy; Computer science; Data science; Medicine; Health care; Psychiatry; Political science; Anxiety","score_opus":0.028916257160864565,"score_gpt":0.343873807503318,"score_spread":0.31495755034245343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3154822074","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.096715726,0.0002528279,0.00002540931,0.8200251,0.010413798,0.00033209744,0.000013219616,0.000048288544,0.07217352],"genre_scores_gemma":[0.27100366,0.0016204381,0.0034790102,0.41327295,0.1437886,0.00058552565,0.00009720793,0.00021157831,0.16594103],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959493,0.00080206455,0.00036057318,0.00016664389,0.0019814086,0.0007400018],"domain_scores_gemma":[0.9928995,0.0013767184,0.00015593308,0.00009436529,0.0010280096,0.0044455137],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003969314,0.000079552,0.00017359588,0.00014200436,0.0010995624,0.00018785911,0.0002814862,0.00044276248,0.045419857],"category_scores_gemma":[0.06267252,0.00009414268,0.00007189622,0.00083553407,0.000060187096,0.00017104301,0.000013939251,0.0007128814,0.005872143],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0000018792975,0.000032065826,0.01503255,0.00000402887,0.000032933014,0.00017684037,0.016881082,0.000002649109,0.000009656351,0.0015347856,0.8663707,0.09992086],"study_design_scores_gemma":[0.00013298752,0.0000100257075,0.013281755,0.000033208144,0.000007384049,0.000019046785,0.0032732715,0.000011089355,0.0000058174696,0.00024866193,0.98287404,0.000102718564],"about_ca_topic_score_codex":0.016874043,"about_ca_topic_score_gemma":0.23565921,"teacher_disagreement_score":0.40675217,"about_ca_system_score_codex":0.0039988044,"about_ca_system_score_gemma":0.026824508,"threshold_uncertainty_score":0.99982464},"labels":[],"label_agreement":null},{"id":"W3155009531","doi":"10.2106/jbjs.20.01738","title":"What’s Important: How Social Media Can Foster Connectedness","year":2021,"lang":"en","type":"article","venue":"Journal of Bone and Joint Surgery","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social connectedness; Social media; Sociology; Psychology; Social psychology; Computer science; World Wide Web","score_opus":0.15004611176057966,"score_gpt":0.34139692404632027,"score_spread":0.1913508122857406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3155009531","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8576311,0.0038863583,0.0000027723618,0.11412491,0.024191665,0.000073810734,0.0000027764636,0.000009553306,0.000077085504],"genre_scores_gemma":[0.9845623,0.008537065,0.00006277294,0.00082612515,0.005927863,0.0000099810395,0.0000044488893,0.000012482126,0.000056961628],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9979506,0.00040170667,0.0007091427,0.00011216926,0.00053245074,0.00029393777],"domain_scores_gemma":[0.9938964,0.004268876,0.00086690375,0.000060699695,0.0006297844,0.0002773097],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0029277923,0.000085589265,0.0005570603,0.00018414677,0.0003814191,0.000227103,0.000023815692,0.00014122858,0.00013758066],"category_scores_gemma":[0.013959526,0.000082930834,0.00020169509,0.00033711907,0.00017437304,0.00056650094,0.000018936411,0.0002442356,0.0000013386068],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010259748,0.00036282532,0.17934452,0.00031054037,0.00016406996,0.00121247,0.4913176,1.14276915e-7,0.0012459714,0.0028689313,0.13701396,0.18605642],"study_design_scores_gemma":[0.00064592995,0.00003919836,0.46642593,0.0007293818,0.00013829746,0.00024496467,0.31015718,0.0000014534982,0.0010508558,0.0062205307,0.21387096,0.0004753291],"about_ca_topic_score_codex":0.00014355105,"about_ca_topic_score_gemma":0.002196109,"teacher_disagreement_score":0.28708142,"about_ca_system_score_codex":0.00012401883,"about_ca_system_score_gemma":0.0020487092,"threshold_uncertainty_score":0.9943463},"labels":[],"label_agreement":null},{"id":"W3156176985","doi":"10.2196/26666","title":"Characterization of an Open-Access Medical News Platform’s Readership During the COVID-19 Pandemic: Retrospective Observational Study","year":2021,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Audience measurement; Observational study; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Internet privacy; World Wide Web; Computer science; Virology; Advertising; Business; Infectious disease (medical specialty)","score_opus":0.7478272902630348,"score_gpt":0.6365061185188512,"score_spread":0.11132117174418366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3156176985","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9186543,0.000057761572,0.00009758859,0.07835906,0.0017872994,0.0007882445,0.0000036487058,0.000009607779,0.00024247312],"genre_scores_gemma":[0.99469167,0.00064209173,0.000032008717,0.0011370421,0.0031166254,0.00010153887,0.000012786063,0.0000131010065,0.00025316002],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98568577,0.0040499005,0.0010294649,0.00026341729,0.008526448,0.00044498924],"domain_scores_gemma":[0.9898687,0.0055872486,0.00061104004,0.00027325645,0.002205128,0.0014546049],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.031036379,0.00009318669,0.000359727,0.00021124285,0.00045872128,0.00044033033,0.003572803,0.00032897023,0.0053733713],"category_scores_gemma":[0.14545067,0.00006803262,0.000059652084,0.0012267572,0.0008362013,0.0012343394,0.00071560626,0.001893469,0.0000054041443],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029702907,0.0010037108,0.90574706,0.00007093968,0.00007769644,0.00017813085,0.08280137,5.066764e-7,0.0002608043,0.0027980579,0.0012915967,0.0054730973],"study_design_scores_gemma":[0.0014986978,0.00052175025,0.91010445,0.00025869452,0.00001607112,0.00010801048,0.0677382,0.00008492008,0.00018004594,0.0022349404,0.017145546,0.00010868558],"about_ca_topic_score_codex":0.018468136,"about_ca_topic_score_gemma":0.03210915,"teacher_disagreement_score":0.11441429,"about_ca_system_score_codex":0.0013407206,"about_ca_system_score_gemma":0.01478062,"threshold_uncertainty_score":0.99775195},"labels":[],"label_agreement":null},{"id":"W3156584032","doi":"10.2196/24108","title":"Using Social Media for Qualitative Health Research in Danish Women of Reproductive Age: Online Focus Group Study on Facebook","year":2021,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Region Sjælland","keywords":"Danish; Focus group; Social media; Qualitative research; Reproductive health; Psychology; Focus (optics); Sociology; Gender studies; Demography; World Wide Web; Social science; Computer science; Anthropology; Population","score_opus":0.7589351893585833,"score_gpt":0.685598634070619,"score_spread":0.07333655528796423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3156584032","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9794069,0.000104137405,0.000030102558,0.008410936,0.0008002004,0.009852075,0.00013479652,0.000026561367,0.001234291],"genre_scores_gemma":[0.99050415,0.00006166027,0.0005242972,0.000033101413,0.0012087376,0.007527384,0.000049597413,0.000032138832,0.00005890908],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.97326887,0.020295657,0.00087738666,0.0006558057,0.0032034134,0.0016988971],"domain_scores_gemma":[0.9739886,0.022056442,0.00030012798,0.000349612,0.0029777875,0.00032740957],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.045732226,0.0001580495,0.0005976952,0.0009152023,0.0019163756,0.000090987654,0.0004731518,0.00018409223,0.00006314077],"category_scores_gemma":[0.022174561,0.00016880668,0.000072921524,0.0039174273,0.0014443884,0.00046546393,0.00021411767,0.0014456001,0.00001505443],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027625356,0.002287639,0.00042932853,0.00017649149,0.000028255361,0.0000051883585,0.9631547,7.3412366e-7,0.00008639616,0.011994225,0.0008110029,0.020749833],"study_design_scores_gemma":[0.0010101075,0.0011960285,0.023943411,0.00013998429,0.000001426058,1.7910901e-7,0.9432377,0.000009233855,0.0001382462,0.02738874,0.0028094326,0.00012547807],"about_ca_topic_score_codex":0.0068794233,"about_ca_topic_score_gemma":0.017686453,"teacher_disagreement_score":0.023557665,"about_ca_system_score_codex":0.005561823,"about_ca_system_score_gemma":0.0049121114,"threshold_uncertainty_score":0.99973387},"labels":[],"label_agreement":null},{"id":"W3156870451","doi":"10.1213/ane.0000000000005602","title":"Dissemination of Anesthesia Information During the Coronavirus Disease 2019 Pandemic Through Twitter: An Infodemiology Study","year":2021,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SickKids Foundation; Mental Health Research Canada; Hospital for Sick Children","funders":"","keywords":"Medicine; Social media; Pandemic; Anesthesiology; Specialty; Coronavirus disease 2019 (COVID-19); Hyperlink; Inclusion (mineral); Family medicine; Medical education; World Wide Web; Disease; Web page; Anesthesia; Psychology; Internal medicine; Computer science","score_opus":0.07460614934222505,"score_gpt":0.40967526925373837,"score_spread":0.33506911991151334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3156870451","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9910003,0.00043683167,0.000029390507,0.0069493796,0.00020692407,0.0011697642,0.0000014416728,0.000090832276,0.00011514235],"genre_scores_gemma":[0.997992,0.0005179424,0.00008394447,0.0005926341,0.00032710537,0.00032907975,0.00005693102,0.000015562468,0.000084812054],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99671894,0.0013659105,0.00062727975,0.00025819338,0.00062383316,0.00040583385],"domain_scores_gemma":[0.9971156,0.0013105429,0.0004588228,0.0004901403,0.00042926028,0.00019561098],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013544301,0.0001761705,0.00030299975,0.0000878578,0.00071191596,0.000074593125,0.0004068212,0.0001576374,0.00012060506],"category_scores_gemma":[0.0014477934,0.00015505408,0.00008577585,0.00072040525,0.0003121786,0.0011828886,0.00002135891,0.00021683374,0.000042516425],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006548731,0.00023407352,0.9011406,0.0000392961,0.000016023241,0.000051082825,0.091478996,0.000020246576,0.000027530627,0.002650442,0.00016666105,0.0041095586],"study_design_scores_gemma":[0.00017926225,0.00007610445,0.9598428,0.000038025915,0.00006486441,0.000045069257,0.031351496,0.000020420417,0.000026739632,0.00054593425,0.0076478007,0.00016150567],"about_ca_topic_score_codex":0.004781264,"about_ca_topic_score_gemma":0.0006801524,"teacher_disagreement_score":0.0601275,"about_ca_system_score_codex":0.00023084217,"about_ca_system_score_gemma":0.0007497784,"threshold_uncertainty_score":0.72278726},"labels":[],"label_agreement":null},{"id":"W3157262711","doi":"10.1016/j.annemergmed.2021.02.030","title":"Maximizing the Morning Commute: A Randomized Trial Assessing the Effect of Driving on Podcast Knowledge Acquisition and Retention","year":2021,"lang":"en","type":"article","venue":"Annals of Emergency Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Emergency Medicine Foundation","keywords":"Medicine; Active listening; Randomized controlled trial; Recall; Test (biology); Curriculum; Physical therapy; Family medicine; Psychology; Internal medicine; Pedagogy","score_opus":0.2441518077502987,"score_gpt":0.5127492827997852,"score_spread":0.26859747504948644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3157262711","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95636433,0.004672833,0.00009255961,0.024106901,0.00845913,0.0014874808,7.271897e-7,0.000015810752,0.0048002335],"genre_scores_gemma":[0.9948357,0.002920804,0.000021307489,0.00007332074,0.0018943364,0.00018527756,0.000008068793,0.000009176703,0.000052043295],"study_design_codex":"qualitative","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99431777,0.0041631763,0.0006778418,0.0001569685,0.00046863037,0.00021560979],"domain_scores_gemma":[0.98778164,0.010942054,0.00058145804,0.00021468548,0.0004112425,0.00006890107],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.011893118,0.00010519023,0.00047816715,0.00007204999,0.0006619812,0.000009736362,0.00015653347,0.000081119484,0.00026900775],"category_scores_gemma":[0.025517134,0.00006058355,0.0001392543,0.00058069726,0.0004894589,0.00012524375,0.000034564368,0.00020163944,0.0000012053036],"study_design_candidate":"randomized_trial","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.100584015,0.00066477037,0.046062447,0.0018887722,0.00085697835,0.0000057540583,0.568368,0.000041603285,0.01303128,0.029866116,0.018992217,0.219638],"study_design_scores_gemma":[0.68722796,0.0050266813,0.12039206,0.011036101,0.0022031686,0.000005865138,0.11922168,0.0019820055,0.017123416,0.016611673,0.018161116,0.0010082799],"about_ca_topic_score_codex":0.0008673185,"about_ca_topic_score_gemma":0.00012204342,"teacher_disagreement_score":0.58664393,"about_ca_system_score_codex":0.000022289181,"about_ca_system_score_gemma":0.00013759645,"threshold_uncertainty_score":0.98269135},"labels":[],"label_agreement":null},{"id":"W3157401163","doi":"10.1212/wnl.96.15_supplement.4317","title":"Educating trainees through social media – the Resident and Fellow Section Social Media Initiative. (4317)","year":2021,"lang":"en","type":"article","venue":"Neurology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Section (typography); Social media; Psychology; Medical education; Sociology; Medicine; Political science; Business; Advertising","score_opus":0.1675100667248076,"score_gpt":0.40083334353277905,"score_spread":0.23332327680797146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3157401163","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8510664,0.00029333023,0.0000075346743,0.1281196,0.014897551,0.0003031299,0.0000063031966,0.000071555914,0.0052346014],"genre_scores_gemma":[0.97615916,0.0003516299,0.00007041931,0.0046385108,0.018479813,0.00024602006,0.000017694541,0.00002192594,0.000014839437],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9966208,0.0018414038,0.00029756303,0.0003501216,0.00040949418,0.00048062982],"domain_scores_gemma":[0.9900938,0.0093007125,0.00019802351,0.00009641719,0.00022091526,0.00009008484],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0008166557,0.00013117667,0.00023224241,0.00004682697,0.002034619,0.000072205075,0.00018059296,0.00032871377,0.00027244847],"category_scores_gemma":[0.011285658,0.00012692582,0.00006165061,0.0005081845,0.00083883817,0.00018819926,0.000057303496,0.0005767205,0.000013652499],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003372778,0.000052702606,0.004239814,0.00001596095,0.000014386469,0.000009019433,0.9591079,3.0492845e-7,0.0001361471,0.017608095,0.005600795,0.013181174],"study_design_scores_gemma":[0.0006273713,0.000094641604,0.671819,0.000009455014,0.000081181184,0.000021965287,0.14226983,0.0000063846887,0.0001616768,0.04556009,0.13902117,0.00032726547],"about_ca_topic_score_codex":0.001686727,"about_ca_topic_score_gemma":0.035501815,"teacher_disagreement_score":0.816838,"about_ca_system_score_codex":0.00009311405,"about_ca_system_score_gemma":0.0010622643,"threshold_uncertainty_score":0.9992646},"labels":[],"label_agreement":null},{"id":"W3157498499","doi":"10.1002/msc.1561","title":"Impact of the COVID‐19 pandemic on recruitment to clinical research studies in rheumatology","year":2021,"lang":"en","type":"article","venue":"Musculoskeletal Care","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Infection and Immunity","funders":"Versus Arthritis; Medical Research Council; National Institute for Health and Care Research","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Pandemic; Rheumatology; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Internal medicine; Virology; Family medicine; Outbreak; Disease","score_opus":0.7332181387710736,"score_gpt":0.6767267481899482,"score_spread":0.0564913905811254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3157498499","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9846684,0.0011129281,3.7202096e-7,0.007824564,0.003951884,0.0016414726,0.000007966255,0.000018574548,0.0007738574],"genre_scores_gemma":[0.99773836,0.0010396505,0.0000350117,0.00017572587,0.00020001574,0.00075629813,0.0000041082317,0.00000858198,0.000042258765],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99392575,0.00423111,0.00043469752,0.00031629793,0.0006484665,0.0004436652],"domain_scores_gemma":[0.9914813,0.007177422,0.00009074651,0.00033911955,0.00063614367,0.00027525506],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0036889387,0.00008429645,0.00030740458,0.0001130945,0.0004280548,0.000010998244,0.0002957889,0.00017589935,0.00008520428],"category_scores_gemma":[0.06327072,0.00006269036,0.00020701952,0.0011961284,0.00071772205,0.000033591543,0.00014338444,0.00046525602,0.00003199177],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021023927,0.00007480716,0.8846712,0.00013408293,0.00001902556,0.0000025968861,0.09915082,0.000009531803,0.0000045390902,0.0011287619,0.0011926474,0.01359094],"study_design_scores_gemma":[0.00032672568,0.00036666356,0.85333365,0.00014378279,0.0000072792513,0.0000013514641,0.12510101,2.6822892e-7,0.000004357818,0.00090140343,0.019719904,0.00009358111],"about_ca_topic_score_codex":0.011552509,"about_ca_topic_score_gemma":0.040568616,"teacher_disagreement_score":0.059581775,"about_ca_system_score_codex":0.0023118085,"about_ca_system_score_gemma":0.003644742,"threshold_uncertainty_score":0.9950296},"labels":[],"label_agreement":null},{"id":"W3157822582","doi":"10.1016/j.anrea.2021.04.012","title":"Quel impact de la présence sur les réseaux sociaux pour un journal médical ? L’exemple de l’équipe dédiée d’Anaesthesia Critical Care and Pain Medicine","year":2021,"lang":"fr","type":"article","venue":"Anesthésie & Réanimation","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Humanities; Context (archaeology); Political science; Art; Geography","score_opus":0.06811791663541188,"score_gpt":0.4193582373242371,"score_spread":0.3512403206888252,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3157822582","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79075986,0.027866146,0.0016391267,0.17727038,0.0012030479,0.00035986112,0.0000066815214,0.0000662798,0.00082864094],"genre_scores_gemma":[0.9834692,0.005658066,0.005201676,0.0012249537,0.004212247,0.00008592654,0.00003175835,0.000047705,0.000068468755],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9907806,0.0062326305,0.00066496007,0.0004178206,0.0008806477,0.0010233693],"domain_scores_gemma":[0.9894993,0.008017338,0.00031529847,0.00019283695,0.0010705381,0.00090474496],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0061894646,0.00030899368,0.00046113762,0.00012298084,0.0015500248,0.00027378678,0.0002579308,0.000727558,0.00065488234],"category_scores_gemma":[0.03263962,0.0003271011,0.00015442973,0.000741616,0.0015997387,0.0006235113,0.000036585614,0.0009002966,0.0000290664],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049174047,0.0004811199,0.35223457,0.0011437584,0.0000627552,0.00090397836,0.21975197,0.00004134572,0.00064900855,0.08626506,0.019249573,0.3191677],"study_design_scores_gemma":[0.0010582663,0.0008180883,0.77420336,0.0013072228,0.0003922113,0.0028454992,0.119090624,0.0030270999,0.00012806008,0.066339135,0.0300953,0.0006951243],"about_ca_topic_score_codex":0.030421184,"about_ca_topic_score_gemma":0.0011776601,"teacher_disagreement_score":0.42196882,"about_ca_system_score_codex":0.0019296309,"about_ca_system_score_gemma":0.006336949,"threshold_uncertainty_score":0.9999181},"labels":[],"label_agreement":null},{"id":"W3158420330","doi":"10.18438/eblip29890","title":"Nigerian Medical Libraries Face Challenges With High Hopes for the Future","year":2021,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medical library; Demographics; Thematic analysis; Library science; Medical education; Medicine; Psychology; Family medicine; Sociology; Qualitative research; Computer science; Social science","score_opus":0.043529807187464714,"score_gpt":0.3324916459427805,"score_spread":0.2889618387553158,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3158420330","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014953105,0.013725213,0.0013821757,0.97927004,0.0016275402,0.00079435593,0.0000067376186,0.00010244922,0.0015961749],"genre_scores_gemma":[0.18251556,0.3078444,0.03574156,0.4603067,0.009996196,0.0029564477,0.0001895366,0.000043923123,0.0004056763],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99838644,0.00050773105,0.00024137697,0.00012373776,0.0005379016,0.00020278878],"domain_scores_gemma":[0.9794467,0.01981751,0.0002367876,0.00017192947,0.00014089794,0.00018616188],"candidate_categories":["metaresearch","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0010729668,0.00008851377,0.00010535727,0.000042386746,0.00093900674,0.0005565323,0.00022638566,0.00014668208,0.0004416486],"category_scores_gemma":[0.015427931,0.00006316266,0.000021807145,0.00037906933,0.00023022815,0.11051601,0.000037396792,0.00021292576,0.000012577782],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020937322,0.000031632157,0.0002127805,0.00015714564,0.000016007825,0.0000014757179,0.018095974,0.000007861032,3.1808187e-7,0.84708935,0.0041484884,0.1300296],"study_design_scores_gemma":[0.00017428605,0.000063719985,0.0063991453,0.00014840373,0.0000209359,0.0000036052122,0.061959784,0.00007229238,0.00011063188,0.00034513406,0.9306134,0.00008863715],"about_ca_topic_score_codex":0.00006642555,"about_ca_topic_score_gemma":0.000011406157,"teacher_disagreement_score":0.9264649,"about_ca_system_score_codex":0.00001365196,"about_ca_system_score_gemma":0.0027752647,"threshold_uncertainty_score":0.99286556},"labels":[],"label_agreement":null},{"id":"W3158545998","doi":"10.2196/29823","title":"Addendum to the Acknowledgments: Comparison of Intercom and Megaphone Hashtags Using Four Years of Tweets From the Top 44 Schools of Nursing: Thematic Analysis","year":2021,"lang":"en","type":"erratum","venue":"JMIR Nursing","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"George Washington University","keywords":"Addendum; Thematic analysis; Library science; Nursing; Medicine; Sociology; Computer science; Political science; Qualitative research; Social science; Law","score_opus":0.20837530740493077,"score_gpt":0.48143092856538516,"score_spread":0.2730556211604544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3158545998","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9209957,0.011286881,0.00046185442,0.008725506,0.052280117,0.003494155,0.00013636192,0.000031837717,0.002587549],"genre_scores_gemma":[0.99363184,0.0001418331,0.0017309658,0.00006830744,0.0037434415,0.000119495846,0.00008706169,0.00004388344,0.00043315993],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99646026,0.00091155927,0.0009075544,0.00035989506,0.0009998502,0.0003608916],"domain_scores_gemma":[0.99559873,0.0020155648,0.0011755889,0.0006090988,0.00045635868,0.00014465423],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010286137,0.00021309558,0.001036374,0.00029249425,0.00034370096,0.00009017292,0.00071956473,0.00037941342,0.00013772797],"category_scores_gemma":[0.002718917,0.00017610975,0.00025069664,0.0020857807,0.00062744017,0.000120788594,0.000066281114,0.0006740139,0.000002570791],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047187114,0.0006245117,0.016824313,0.0002194968,0.0007544536,5.452251e-7,0.6763897,0.000027264927,0.0002079115,0.00015722698,0.20892587,0.09582151],"study_design_scores_gemma":[0.00059841666,0.00017184415,0.16929522,0.03094121,0.00507622,5.5003477e-7,0.76752555,0.0010224582,0.0004632294,0.002322586,0.021876823,0.00070588326],"about_ca_topic_score_codex":0.004383665,"about_ca_topic_score_gemma":0.0017874846,"teacher_disagreement_score":0.18704906,"about_ca_system_score_codex":0.0006158232,"about_ca_system_score_gemma":0.0009230314,"threshold_uncertainty_score":0.7181547},"labels":[],"label_agreement":null},{"id":"W3159269002","doi":"10.1016/j.crbiot.2021.04.004","title":"Impacts of biomedical hashtag-based Twitter campaign: #DHPSP utilization for promotion of open innovation in digital health, patient safety, and personalized medicine","year":2021,"lang":"en","type":"article","venue":"Current Research in Biotechnology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Social media; Analytics; Digital health; Stakeholder; Health care; Promotion (chess); Internet privacy; World Wide Web; Medical education; Medicine; Business; Public relations; Computer science; Political science; Data science","score_opus":0.4545382906795881,"score_gpt":0.5697331015464389,"score_spread":0.11519481086685074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3159269002","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8842264,0.0015828604,0.0012976228,0.1083723,0.0007757688,0.003652068,0.000034684348,0.000017886987,0.00004041905],"genre_scores_gemma":[0.99768436,0.001215822,0.00035105104,0.00003950048,0.00007613954,0.0003722725,0.00025060907,0.000008010519,0.000002228711],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973633,0.0004945358,0.000807951,0.00030480846,0.0005897496,0.00043963507],"domain_scores_gemma":[0.9975032,0.0011836939,0.00029868635,0.00016300373,0.000757673,0.00009370612],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004195749,0.00007832089,0.00033069134,0.0012187017,0.00013344717,0.0000207885,0.00024408424,0.00027987987,0.000042793974],"category_scores_gemma":[0.018026233,0.000076428805,0.000015120864,0.0042442153,0.001548822,0.0001685956,0.00011879368,0.00035503594,5.544951e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032529264,0.0013676805,0.07438476,0.0013425912,0.000007482282,0.000001613183,0.029728573,8.721173e-7,0.0013615317,0.06667003,0.0007080967,0.8241015],"study_design_scores_gemma":[0.025704505,0.0125637725,0.18399917,0.015118226,0.000024670038,0.000008195391,0.14976723,0.0028093231,0.02533157,0.16875961,0.41482002,0.0010937115],"about_ca_topic_score_codex":0.0025436769,"about_ca_topic_score_gemma":0.0016170971,"teacher_disagreement_score":0.82300776,"about_ca_system_score_codex":0.00058409583,"about_ca_system_score_gemma":0.0026435053,"threshold_uncertainty_score":0.99024534},"labels":[],"label_agreement":null},{"id":"W3160141634","doi":"10.2196/23242","title":"Using Social Media for the Prevention of Pediatric Burn Injuries: Pilot Design and Usability Study","year":2021,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Children's National Hospital","keywords":"Social media; Medicine; Headline; Usability; Injury prevention; Medical emergency; Occupational safety and health; Burn injury; Poison control; Advertising; Surgery; Computer science; Business","score_opus":0.5163017539966755,"score_gpt":0.5884026197656712,"score_spread":0.07210086576899566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3160141634","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99165505,0.00023563014,0.0018200398,0.0010918793,0.00074561854,0.0043419185,0.000008116817,0.000012658639,0.00008907779],"genre_scores_gemma":[0.9965522,0.00013002552,0.00064062345,0.0000050267577,0.001021393,0.0016311043,0.0000023609455,0.0000073534943,0.000009860693],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9950532,0.0031389163,0.00032951607,0.00016726863,0.00093070633,0.00038043232],"domain_scores_gemma":[0.98080724,0.017597152,0.00014759829,0.00012100721,0.0012411139,0.00008585971],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.010464334,0.00006515457,0.00016735746,0.000112185335,0.0018187582,0.00007194797,0.0001905764,0.000069688664,0.000044529435],"category_scores_gemma":[0.010368752,0.00005383021,0.000039457424,0.0011591696,0.00058213336,0.00032764653,0.000089076464,0.0002587892,0.0000021370408],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014394408,0.0008855872,0.018935524,0.00019601948,0.000027503009,1.6910977e-7,0.9577237,0.0000023584935,0.000055338354,0.0030097365,0.0004881013,0.018532043],"study_design_scores_gemma":[0.00094637135,0.00101142,0.339015,0.000023999359,0.00005253133,2.0160799e-7,0.6332766,0.0003325976,0.0002766029,0.02413415,0.0007825442,0.00014799733],"about_ca_topic_score_codex":0.0006547497,"about_ca_topic_score_gemma":0.0006864161,"teacher_disagreement_score":0.3244471,"about_ca_system_score_codex":0.00031003784,"about_ca_system_score_gemma":0.0016981947,"threshold_uncertainty_score":0.9994807},"labels":[],"label_agreement":null},{"id":"W3160359275","doi":"10.1177/22925503211011947","title":"Impact of Before and After Photographs on Parents of Children With Cleft Lip","year":2021,"lang":"en","type":"article","venue":"Plastic Surgery","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Thematic analysis; Context (archaeology); Intervention (counseling); Social media; Psychology; Medicine; Qualitative research; Psychiatry; Sociology; Social science","score_opus":0.03259603268732464,"score_gpt":0.32924454279718907,"score_spread":0.2966485101098644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3160359275","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9977256,0.000050221537,0.000002049098,0.00003275547,0.0019619062,0.00013214344,0.000028214314,0.000010037108,0.000057046236],"genre_scores_gemma":[0.99962586,0.00007763222,0.000027324546,0.000007063765,0.00018905067,0.000052068226,0.000012032225,0.000007549181,0.0000014065689],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99908936,0.00011884662,0.00018352647,0.00013145375,0.00028582918,0.00019096158],"domain_scores_gemma":[0.98948973,0.0100471955,0.00013067925,0.000091593574,0.000120216144,0.00012058762],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023404633,0.00006827679,0.00020376703,0.00009759511,0.000059535847,0.00000892632,0.00003613845,0.00006054874,0.00012968839],"category_scores_gemma":[0.007929831,0.000057225712,0.000064666805,0.00038817804,0.00020506223,0.00005257164,0.000008960346,0.00006223238,0.0000019069597],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049264174,0.00009425911,0.99029225,0.000020476396,0.00003577143,0.0000012112996,0.0064200717,0.0000011606573,0.0000053433528,0.000013327915,0.00005060759,0.0030162313],"study_design_scores_gemma":[0.00007433846,0.000060640166,0.9988717,0.00012850683,0.000019291438,7.448069e-7,0.0006942929,0.0000011048087,0.00005480386,0.000029400204,0.000015746127,0.000049430302],"about_ca_topic_score_codex":0.0026312934,"about_ca_topic_score_gemma":0.0014857173,"teacher_disagreement_score":0.0099283485,"about_ca_system_score_codex":0.000041350984,"about_ca_system_score_gemma":0.0006230389,"threshold_uncertainty_score":0.9493321},"labels":[],"label_agreement":null},{"id":"W3160402603","doi":"10.1093/pm/pnab157","title":"The Effectiveness of Social Media in the Dissemination of Knowledge About Pain in Dementia","year":2021,"lang":"en","type":"article","venue":"Pain Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"Alzheimer Society; Saskatchewan Health Research Foundation; AGE-WELL; University of Regina; International Association for the Study of Pain","keywords":"Social media; Dissemination; Dementia; Information Dissemination; Stakeholder; Medicine; Public relations; Psychology; Medical education; Nursing; Political science; World Wide Web; Computer science","score_opus":0.03806555931946366,"score_gpt":0.4139481463886538,"score_spread":0.37588258706919014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3160402603","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9640679,0.008810836,0.00022646741,0.018763794,0.002330345,0.0013153589,0.0000016516988,0.000011520213,0.0044721803],"genre_scores_gemma":[0.9985656,0.00045848783,0.000017645809,0.00006672715,0.000564317,0.00030557674,0.000010964131,0.0000049612886,0.0000057322272],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.98436326,0.014407828,0.00040504444,0.00012160022,0.00048288133,0.0002193804],"domain_scores_gemma":[0.91060746,0.08888312,0.00015381991,0.000107985295,0.00021690519,0.00003068575],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.058883764,0.000060876395,0.00020478021,0.00007480172,0.00019029854,0.0000050208705,0.00022689743,0.00008263164,0.00004685214],"category_scores_gemma":[0.11974871,0.00004051492,0.000027927128,0.0011408685,0.0005313549,0.00003657522,0.000012861607,0.00015350444,8.5386085e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003635761,0.0001710243,0.17713742,0.00040921304,0.000012140704,0.000001662226,0.57429725,4.741092e-7,0.0006112732,0.029795961,0.0010793643,0.21644783],"study_design_scores_gemma":[0.00027400613,0.000039049548,0.8698623,0.00068855466,0.000016072678,5.4938514e-8,0.11931504,0.000029857027,0.00014987525,0.0040169056,0.0055626826,0.000045572895],"about_ca_topic_score_codex":0.0012565053,"about_ca_topic_score_gemma":0.022857636,"teacher_disagreement_score":0.6927249,"about_ca_system_score_codex":0.00013782633,"about_ca_system_score_gemma":0.00037456505,"threshold_uncertainty_score":0.99497265},"labels":[],"label_agreement":null},{"id":"W3160578368","doi":"10.2196/28656","title":"Social Media as a Platform for Recruitment to a National Survey During the COVID-19 Pandemic: Feasibility and Cost Analysis","year":2021,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Preprint; Social media; Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Public relations; Psychology; Internet privacy; Political science; Medicine; Computer science; World Wide Web; Virology","score_opus":0.7724129734265128,"score_gpt":0.6434873760247881,"score_spread":0.1289255974017247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3160578368","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9786661,0.00007639064,0.00007658369,0.014682431,0.00031478133,0.0051339124,0.00022739507,0.000029946932,0.0007924361],"genre_scores_gemma":[0.9892565,0.000118652504,0.00006067031,0.00038131958,0.00047948965,0.009469514,0.00012171711,0.0000074158447,0.00010470896],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99517006,0.001983837,0.00031421916,0.00029776027,0.0016341639,0.00059997087],"domain_scores_gemma":[0.97487307,0.022616336,0.00009803992,0.00013240811,0.0017976315,0.0004825407],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.016165182,0.000089600646,0.00021798458,0.00027275507,0.0032539407,0.00018227923,0.00025546117,0.00013370304,0.00017819784],"category_scores_gemma":[0.05307,0.00007516872,0.000085039035,0.0028833635,0.0004932354,0.0002708388,0.00013929354,0.00034152425,0.000023114751],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025291627,0.00015168478,0.27465966,0.00010146802,0.0001304215,7.482195e-7,0.705598,0.0000044032795,0.000010765113,0.008428012,0.0039607356,0.0067011863],"study_design_scores_gemma":[0.0005482371,0.00004338698,0.8680481,0.000006602489,0.000014703193,0.0000010007226,0.06524838,0.00003865576,0.000016075172,0.008230637,0.057688836,0.00011544838],"about_ca_topic_score_codex":0.004570743,"about_ca_topic_score_gemma":0.10217449,"teacher_disagreement_score":0.6403496,"about_ca_system_score_codex":0.0037750532,"about_ca_system_score_gemma":0.0039748764,"threshold_uncertainty_score":0.9980437},"labels":[],"label_agreement":null},{"id":"W3160858755","doi":"10.2196/med20.2039","title":"ePatients on YouTube: Analysis of Four Experiences From the Patients' Perspective","year":2012,"lang":"en","type":"article","venue":"Medicine 2 0","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Phenomenon; Internet privacy; Health professionals; Health care; Psychology; Online video; Medicine; Advertising; Business; Multimedia; Computer science; Political science","score_opus":0.12221446295396396,"score_gpt":0.42832713506446657,"score_spread":0.30611267211050264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3160858755","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9810539,0.00029603892,0.000008583243,0.0052349954,0.005543931,0.00044636853,0.000007864952,0.00001642642,0.0073919054],"genre_scores_gemma":[0.99719054,0.000045165103,0.00002951111,0.00055447646,0.0019442851,0.0001936418,0.000015429594,0.000004731157,0.00002222701],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9982256,0.00037049997,0.00023127686,0.00013653906,0.0007755194,0.00026056098],"domain_scores_gemma":[0.9964229,0.002778656,0.000197971,0.00018759217,0.0002644716,0.00014840823],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00070386904,0.00007475582,0.00021844072,0.000116016716,0.00031031852,0.0000048851675,0.00023063923,0.00005629097,0.0009451743],"category_scores_gemma":[0.00952051,0.00004706924,0.000057572473,0.0011658045,0.0005112694,0.00010991009,0.000014641317,0.00009727923,0.000016790917],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000061199366,0.000058547423,0.47912195,5.1716114e-7,0.000042751235,1.943e-8,0.51627403,2.829987e-7,5.4923856e-7,0.001523519,0.00065284653,0.0023188593],"study_design_scores_gemma":[0.000110533205,0.00006662934,0.64201015,0.00001409342,0.00016531964,2.432197e-9,0.35285458,0.0000035978694,0.00000623995,0.00012923747,0.004602951,0.000036629055],"about_ca_topic_score_codex":0.06902566,"about_ca_topic_score_gemma":0.0017497676,"teacher_disagreement_score":0.16341946,"about_ca_system_score_codex":0.00023610509,"about_ca_system_score_gemma":0.00008736804,"threshold_uncertainty_score":0.9999681},"labels":[],"label_agreement":null},{"id":"W3161031345","doi":"","title":"Development of a medical education podcast in obstetrics and gynecology La production d’une baladodiffusion éducative en obstétrique et gynécologie","year":2021,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Gynecology; Obstetrics and gynaecology; Medicine; Obstetrics; Biology; Pregnancy","score_opus":0.051940736324465775,"score_gpt":0.40363855165398776,"score_spread":0.351697815329522,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3161031345","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70568043,0.0015753455,0.000023585368,0.2697889,0.019553322,0.00051023206,0.0000011129241,0.000012223929,0.0028548483],"genre_scores_gemma":[0.9673939,0.011462081,0.0063577667,0.011455963,0.002498704,0.0004677223,0.00005143234,0.000028157408,0.00028430476],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99521744,0.001991526,0.0007576628,0.0003101129,0.0012684044,0.00045487247],"domain_scores_gemma":[0.9802141,0.0100433165,0.00055620004,0.00024748247,0.001621081,0.00731781],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0060315435,0.00013133843,0.00026829567,0.0006103185,0.00048343235,0.00006629459,0.00032234963,0.00070869055,0.0034498083],"category_scores_gemma":[0.61538637,0.0001478979,0.000035826346,0.0014450876,0.00039841962,0.00023608915,0.00003767776,0.0011460328,0.000009329654],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000035781825,0.00061530794,0.009145347,0.00005392782,0.00001034674,0.000016601616,0.15355206,4.8470804e-7,0.000009533182,0.0083053885,0.0054884404,0.82279897],"study_design_scores_gemma":[0.00036554175,0.000027255266,0.14773011,0.0004961402,0.000013857037,0.00018220604,0.15298484,0.000014870833,0.000028446962,0.0018292577,0.69612265,0.00020480891],"about_ca_topic_score_codex":0.029428741,"about_ca_topic_score_gemma":0.40066564,"teacher_disagreement_score":0.82259417,"about_ca_system_score_codex":0.003377869,"about_ca_system_score_gemma":0.5021543,"threshold_uncertainty_score":0.9974612},"labels":[],"label_agreement":null},{"id":"W3162852728","doi":"10.2196/25077","title":"Establishing and Facilitating Large-Scale Manuscript Collaborations via Social Media: Novel Method and Tools for Replication","year":2021,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Reseau canadien de recherche respiratoire","keywords":"Social media; Transgender; Scholarship; Queer; Scale (ratio); Lesbian; Specialty; Public relations; Residence; Sociology; Psychology; Medical education; Political science; Medicine; World Wide Web; Gender studies; Computer science; Family medicine","score_opus":0.364927572744306,"score_gpt":0.5516106886800558,"score_spread":0.18668311593574982,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3162852728","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.55317646,0.0017212121,0.2528046,0.18707003,0.0035647028,0.0010158962,0.00004264902,0.00002201153,0.00058242475],"genre_scores_gemma":[0.8590987,0.0017428949,0.12575257,0.00094500114,0.011421115,0.0005188354,0.000049104376,0.000041828574,0.0004300046],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9955093,0.0011962607,0.00057415036,0.00025226784,0.002052403,0.00041557016],"domain_scores_gemma":[0.96416485,0.031863086,0.00026607796,0.00012832155,0.0029931543,0.00058451074],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.026516365,0.0000682533,0.00024832826,0.00017147612,0.00061139726,0.00054813386,0.0002937498,0.00028732355,0.00015275854],"category_scores_gemma":[0.22002271,0.000066373825,0.000045821478,0.0006169269,0.0003593351,0.0007428726,0.00011899154,0.00081958197,0.0000012513041],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000081719634,0.0002933741,0.001662702,0.00021790227,0.000055672193,0.000014060732,0.422596,4.6531022e-7,0.001961218,0.027293326,0.020077031,0.5257465],"study_design_scores_gemma":[0.00227535,0.00025642177,0.012440989,0.00046617215,0.000057191053,0.000087350105,0.55362236,0.003730964,0.0008719055,0.017266529,0.40867466,0.00025011395],"about_ca_topic_score_codex":0.0006175344,"about_ca_topic_score_gemma":0.004833564,"teacher_disagreement_score":0.5254964,"about_ca_system_score_codex":0.00028789206,"about_ca_system_score_gemma":0.0019561579,"threshold_uncertainty_score":0.91900957},"labels":[],"label_agreement":null},{"id":"W3163357642","doi":"10.2196/27528","title":"Implications of Age on Social Media Utilization in Health Care Practice Development: Cross-sectional Survey Study","year":2021,"lang":"en","type":"article","venue":"JMIR Human Factors","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Texas Tech University Health Sciences Center","keywords":"Social media; Cross-sectional study; Health care; Population; Medical education; Exploratory research; Medicine; Family medicine; Psychology; Environmental health; Sociology; Political science","score_opus":0.4467821592969845,"score_gpt":0.5557592857401707,"score_spread":0.10897712644318625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3163357642","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9957011,0.00004506132,0.000002580243,0.0002987522,0.001242324,0.0011967135,0.00003400255,0.00004159208,0.0014379267],"genre_scores_gemma":[0.998619,0.000010086825,0.000046727575,0.00007740558,0.00029020204,0.0003927675,0.0005239862,0.000014557216,0.000025220834],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99663305,0.001460039,0.0006084473,0.00031274097,0.0006836299,0.00030210492],"domain_scores_gemma":[0.99576205,0.0028504203,0.0004006604,0.00014252563,0.0007194325,0.00012490404],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015624582,0.00010682583,0.00020590497,0.00018620808,0.0012040111,0.00007628672,0.00018125077,0.00013982174,0.00016317153],"category_scores_gemma":[0.0069587464,0.00012737473,0.000034083674,0.001016884,0.00014365172,0.00021524634,0.000029368493,0.00022401872,0.000008135751],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000065056984,0.00041368205,0.658994,0.000019908573,0.0000054295865,3.902309e-7,0.3378222,0.0000010493573,0.0000031998277,0.0015424362,0.000046364323,0.0011448123],"study_design_scores_gemma":[0.00022132421,0.000030670875,0.91525364,0.000008775148,0.0000013950468,4.57251e-8,0.07962852,2.813887e-8,0.000019537385,0.000073099065,0.0046760137,0.000086939806],"about_ca_topic_score_codex":0.0058483835,"about_ca_topic_score_gemma":0.13316451,"teacher_disagreement_score":0.25819367,"about_ca_system_score_codex":0.0013804325,"about_ca_system_score_gemma":0.0025099658,"threshold_uncertainty_score":0.9260402},"labels":[],"label_agreement":null},{"id":"W3163669804","doi":"","title":"Re: “Development of a medical education podcast in obstetrics and gynecology” Ré : « La production d’une baladodiffusion éducative en obstétrique et gynécologie »","year":2021,"lang":"fr","type":"article","venue":"Canadian Medical Education Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Gynecology; Obstetrics and gynaecology; Medicine; Obstetrics; Biology; Pregnancy","score_opus":0.054384213285435336,"score_gpt":0.39519310144097725,"score_spread":0.3408088881555419,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3163669804","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39599782,0.013076967,0.000018627696,0.53236884,0.055258006,0.0006448614,0.0000035533035,0.000010182021,0.0026211557],"genre_scores_gemma":[0.8699361,0.07924108,0.0070414776,0.032091457,0.008181089,0.00083005213,0.00013543369,0.00007723878,0.0024660632],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9910944,0.0042318045,0.0013951649,0.00055399415,0.0019342089,0.00079043105],"domain_scores_gemma":[0.9627577,0.0196534,0.0012422736,0.00046568396,0.0026932266,0.013187724],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0089266915,0.00026835388,0.00049889705,0.0008078783,0.000653923,0.00010787916,0.0005058571,0.0015689769,0.009722254],"category_scores_gemma":[0.6360122,0.00031879713,0.00007680631,0.0029100396,0.0010179835,0.0004441632,0.00007384407,0.0024446992,0.000026101603],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0000054803754,0.0013105244,0.008926373,0.00019601427,0.000024691928,0.000036812184,0.1717146,0.0000012549738,0.0000034715995,0.007364233,0.022134533,0.78828204],"study_design_scores_gemma":[0.00045102142,0.000056292836,0.1036108,0.0016283428,0.000037857106,0.0002586471,0.17218168,0.00003886493,0.00001990506,0.0023676408,0.7190527,0.00029628116],"about_ca_topic_score_codex":0.048755586,"about_ca_topic_score_gemma":0.4614983,"teacher_disagreement_score":0.78798574,"about_ca_system_score_codex":0.007077131,"about_ca_system_score_gemma":0.57996696,"threshold_uncertainty_score":0.9999264},"labels":[],"label_agreement":null},{"id":"W3163896530","doi":"10.1016/j.ijcha.2021.100776","title":"The impact of Twitter promotion on future citation rates: The #TweetTheJournal study","year":2021,"lang":"en","type":"article","venue":"IJC Heart & Vasculature","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Montreal Heart Institute","funders":"","keywords":"Citation; Medicine; Promotion (chess); Citation impact; Data science; Internet privacy; World Wide Web; Political science; Computer science","score_opus":0.1125124245073199,"score_gpt":0.46308207610762014,"score_spread":0.35056965160030024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3163896530","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9516545,0.00050357234,0.0000034506654,0.04234927,0.0037185198,0.0013715585,0.0000019291865,0.000023380997,0.00037382444],"genre_scores_gemma":[0.9952027,0.00013571509,0.000038400434,0.0002476054,0.0041262237,0.00015956564,0.0000053732197,0.000013539463,0.000070837435],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9966284,0.0017365818,0.00026936407,0.00019416424,0.00085451297,0.0003169886],"domain_scores_gemma":[0.99742526,0.0013605815,0.0001536429,0.00034689665,0.00060602865,0.00010759405],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0025104878,0.000115439354,0.00016825787,0.00004015794,0.0013509125,0.00014894591,0.00019533432,0.00016248644,0.000117505515],"category_scores_gemma":[0.0021881633,0.00006276449,0.00022367126,0.00079364376,0.00014147241,0.00013803339,0.000016062919,0.0005840305,0.000022153483],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010776177,0.0014739628,0.29436237,0.000037240854,0.00039199917,0.000007351834,0.6277504,0.00020515684,0.00070536265,0.0019768672,0.041054726,0.031926792],"study_design_scores_gemma":[0.00022187087,0.00018836319,0.9358088,0.000032982523,0.000028547933,0.0000023673915,0.05005117,0.000008315331,0.00006301218,0.0010456574,0.012474896,0.00007404987],"about_ca_topic_score_codex":0.0011406088,"about_ca_topic_score_gemma":0.0009858493,"teacher_disagreement_score":0.6414464,"about_ca_system_score_codex":0.0002444497,"about_ca_system_score_gemma":0.0009145527,"threshold_uncertainty_score":0.9999492},"labels":[],"label_agreement":null},{"id":"W3164687856","doi":"10.1136/annrheumdis-2021-eular.2344","title":"POS0299 SOCIOECONOMIC BACKGROUND IS ASSOCIATED WITH DISCORDANCE BETWEEN HEALTH LITERACY OF PEOPLE WITH RMDs AND ASSESSMENT OF HEALTH LITERACY BY THEIR TREATING HEALTH PROFESSIONAL","year":2021,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Research Canada; Centre for Social Innovation; Vancouver Native Health Society; University of British Columbia","funders":"","keywords":"Medicine; Health literacy; Socioeconomic status; Family medicine; Health care; Literacy; Physical therapy; Internal medicine; Gerontology; Population; Environmental health","score_opus":0.08660357392167137,"score_gpt":0.4519826319248873,"score_spread":0.3653790580032159,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3164687856","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92762846,0.005483138,0.000059411588,0.06455976,0.00023622107,0.0011715151,0.00080969324,0.00001746831,0.000034307945],"genre_scores_gemma":[0.99505436,0.0024707455,0.0007791376,0.0012614236,0.000050414168,0.00013192401,0.00016260603,0.00002413174,0.000065250664],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9955213,0.001915887,0.00111228,0.0003172995,0.00062187127,0.0005113756],"domain_scores_gemma":[0.9926854,0.0033282393,0.0028643769,0.00034329714,0.00045254274,0.00032616677],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017710583,0.00020434558,0.0010122575,0.00006400953,0.0007394078,0.000056549452,0.00027648782,0.000051930903,0.00006592274],"category_scores_gemma":[0.0005080314,0.0001423398,0.00010937138,0.00048661785,0.00042294874,0.00042314248,0.00007186568,0.00017353176,3.3988164e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026789327,0.0007139974,0.7531616,0.0017872973,0.00020707227,8.0362014e-8,0.10500494,0.000003672351,8.716673e-7,0.0006719571,0.0018214794,0.13660023],"study_design_scores_gemma":[0.00048571284,0.00038482054,0.974203,0.0046904944,0.0000257478,4.0590922e-7,0.018578647,0.00006471907,0.00001949181,0.0012741464,0.0001368287,0.00013598693],"about_ca_topic_score_codex":0.0121207265,"about_ca_topic_score_gemma":0.0010507765,"teacher_disagreement_score":0.22104138,"about_ca_system_score_codex":0.0002919394,"about_ca_system_score_gemma":0.008759851,"threshold_uncertainty_score":0.99685955},"labels":[],"label_agreement":null},{"id":"W3164742078","doi":"10.1016/j.jadohealth.2021.04.021","title":"Feasibility and Cost of Using Instagram to Recruit Adolescents to a Remote Intervention","year":2021,"lang":"en","type":"article","venue":"Journal of Adolescent Health","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; University of Wisconsin-Madison","keywords":"Generalizability theory; Medicine; Intervention (counseling); Descriptive statistics; Demographics; Social media; Family medicine; Demography; Psychology; Nursing; Computer science","score_opus":0.3087597082076712,"score_gpt":0.5112969334734857,"score_spread":0.20253722526581452,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3164742078","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9770994,0.0008677369,0.003251945,0.012857625,0.004396056,0.0014862674,0.000005407404,0.000008544113,0.000027005377],"genre_scores_gemma":[0.9892171,0.0006777704,0.007608063,0.0015909333,0.00088301755,0.0000025399681,8.0426935e-7,0.000011167892,0.000008630612],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9969879,0.00091364636,0.00093961344,0.0001845051,0.0006192655,0.00035510949],"domain_scores_gemma":[0.9972354,0.00012979023,0.0007563738,0.00015378749,0.0008698891,0.00085475214],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028422528,0.000092368384,0.000377458,0.00019627763,0.00023203698,0.000037604495,0.00015179433,0.00008249603,0.000016343129],"category_scores_gemma":[0.004422733,0.00009945591,0.00009705455,0.0007121164,0.0000661172,0.00015479095,0.000053591768,0.00030407155,0.0000025547324],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033310984,0.0009201267,0.43472087,0.0012214178,0.000014550101,0.0000055208907,0.04246545,0.00003095243,0.00037897917,0.00016246481,0.0010459147,0.51870066],"study_design_scores_gemma":[0.0009983771,0.00038217203,0.9573414,0.0071879383,0.00002275137,0.000016762022,0.015505871,0.00002835504,0.0001759442,0.00028098805,0.017907895,0.00015159992],"about_ca_topic_score_codex":0.003594953,"about_ca_topic_score_gemma":0.003982166,"teacher_disagreement_score":0.5226205,"about_ca_system_score_codex":0.0017647987,"about_ca_system_score_gemma":0.0023538258,"threshold_uncertainty_score":0.5434518},"labels":[],"label_agreement":null},{"id":"W3165187742","doi":"10.1002/14651858.cd012932.pub2","title":"Behavioural interventions delivered through interactive social media for health behaviour change, health outcomes, and health equity in the adult population","year":2021,"lang":"en","type":"review","venue":"Cochrane Database of Systematic Reviews","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":126,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Agency of Canada; Ottawa Hospital; Canadian Agency for Drugs and Technologies in Health; Bruyère; University of Ottawa","funders":"","keywords":"CINAHL; PsycINFO; Psychological intervention; Social media; Public health; MEDLINE; Population; Medicine; Health communication; Health equity; Behavior change methods; Psychology; Gerontology; Nursing; Environmental health; World Wide Web; Computer science; Political science","score_opus":0.6993470443695566,"score_gpt":0.6194782792615667,"score_spread":0.0798687651079899,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3165187742","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000016427472,0.94907814,0.00014465887,0.006654824,0.002854473,0.039244466,0.0019746425,0.000024735089,0.000007639982],"genre_scores_gemma":[0.00018112842,0.9668368,0.0013771014,0.0007943324,0.00059258443,0.022763636,0.0074030226,0.00004720545,0.0000041491626],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9779563,0.013452327,0.006035021,0.0006997304,0.0010582678,0.0007983609],"domain_scores_gemma":[0.9833283,0.006291985,0.008853286,0.0008081716,0.00043707353,0.0002811762],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.023365708,0.0005494093,0.007528549,0.00027035785,0.0009390913,0.00011704258,0.00081397296,0.0002530384,0.00002658585],"category_scores_gemma":[0.015184682,0.00039923112,0.0011199114,0.0010013119,0.00017908266,0.00051668024,0.00017661303,0.00061426737,0.0000071967347],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000018368844,0.00024737537,0.00021725126,0.77528846,0.00003437664,7.145183e-7,0.0653471,2.122513e-9,7.5216755e-10,0.0031588036,0.001632644,0.15407144],"study_design_scores_gemma":[0.00040928967,0.00011811778,0.0016983283,0.96136326,0.00064941397,0.000010621166,0.02284027,8.60136e-7,3.9148547e-9,0.000059965765,0.012500691,0.00034915304],"about_ca_topic_score_codex":0.05951047,"about_ca_topic_score_gemma":0.08274868,"teacher_disagreement_score":0.18607482,"about_ca_system_score_codex":0.0025158527,"about_ca_system_score_gemma":0.0023851686,"threshold_uncertainty_score":0.999846},"labels":[],"label_agreement":null},{"id":"W3165715486","doi":"10.53986/ibjm.2020.0036","title":"Physician Roles and Responsibilities in the Context of a Pandemic in Resource-Limited Areas: Impact of Social Media","year":2020,"lang":"en","type":"article","venue":"Iberoamerican Journal of Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Montfort Hospital; Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Public relations; Pandemic; Social media; Context (archaeology); Health care; Public health; Political science; Promotion (chess); Health promotion; Medicine; Disease; Psychology; Coronavirus disease 2019 (COVID-19); Nursing; Politics; Infectious disease (medical specialty)","score_opus":0.0858381714381626,"score_gpt":0.3934518826602416,"score_spread":0.30761371122207903,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3165715486","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96292937,0.0011530812,0.0000016624634,0.035232536,0.0001456998,0.00024607385,0.00000487993,0.0000032927674,0.00028343237],"genre_scores_gemma":[0.99746984,0.0003399158,0.000025515457,0.0010826472,0.0010650216,0.000008030467,0.0000011779395,0.0000070198557,8.3427227e-7],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99684906,0.0014252629,0.0007658302,0.00009692134,0.0006545884,0.00020830869],"domain_scores_gemma":[0.99213386,0.0065707667,0.00088480394,0.000069446774,0.00020065614,0.00014049906],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0029033385,0.00009357147,0.00059288944,0.00022184028,0.000055834364,0.0000043757386,0.00026170223,0.00006422508,0.000027137548],"category_scores_gemma":[0.0152950995,0.000062617684,0.00007241123,0.0010206013,0.0017524215,0.00008937625,0.000012600525,0.00035930437,1.8056805e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005347128,0.000056457786,0.104741685,0.00002598993,0.000019060686,0.0000048452594,0.84133416,0.0000020119626,0.0004852232,0.00018507724,0.00073766854,0.051873103],"study_design_scores_gemma":[0.0010295305,0.0005558344,0.42394972,0.00020054304,0.000023748476,0.0000023960686,0.57280326,0.000005336831,0.000014810635,0.00042065184,0.00094882795,0.00004534421],"about_ca_topic_score_codex":0.003049108,"about_ca_topic_score_gemma":0.0014680129,"teacher_disagreement_score":0.31920803,"about_ca_system_score_codex":0.00015610595,"about_ca_system_score_gemma":0.0007587441,"threshold_uncertainty_score":0.9929995},"labels":[],"label_agreement":null},{"id":"W3165818196","doi":"10.1371/journal.pone.0252472","title":"Building a community of practice through social media using the hashtag #neoEBM","year":2021,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"National Health and Medical Research Council","keywords":"Social media; Computer science; Data science; World Wide Web","score_opus":0.49497817732668775,"score_gpt":0.4729551054213606,"score_spread":0.022023071905327152,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3165818196","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97271335,0.00045437567,0.00007242716,0.020685438,0.00097391556,0.00040154785,0.000006122027,0.000040023435,0.0046527875],"genre_scores_gemma":[0.9665384,0.00025453416,0.030313348,0.0007224656,0.0020638015,0.000076027034,0.0000041478825,0.000014628268,0.000012622311],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9962763,0.0023786712,0.0002486495,0.000101785954,0.00073062815,0.00026395364],"domain_scores_gemma":[0.9859062,0.012867047,0.0002800817,0.00021263215,0.00067540933,0.000058653095],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0018967781,0.00006647217,0.00019701326,0.000020021904,0.0017704049,0.000043317817,0.0002785032,0.0001205035,0.000108106346],"category_scores_gemma":[0.048086792,0.00006552895,0.000044509172,0.0006457221,0.00042915385,0.00031304723,0.00007602837,0.00049174053,0.000005871571],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016826458,0.0017914772,0.002083947,0.00012079616,0.00012743342,0.0000018736354,0.9380566,9.090597e-7,0.00624863,0.04793033,0.00018459404,0.0034365717],"study_design_scores_gemma":[0.00072734477,0.00006221949,0.017407456,0.0006342243,0.0010106962,0.0000027154415,0.88162744,0.000065906854,0.028046524,0.037764862,0.03216613,0.00048450654],"about_ca_topic_score_codex":0.014256042,"about_ca_topic_score_gemma":0.003975813,"teacher_disagreement_score":0.056429196,"about_ca_system_score_codex":0.00025761317,"about_ca_system_score_gemma":0.001131691,"threshold_uncertainty_score":0.9995292},"labels":[],"label_agreement":null},{"id":"W3167237895","doi":"10.36834/cmej.72347","title":"Resident-as-teacher to provide multidisciplinary online medical education on Instagram","year":2021,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Queen's University; University of British Columbia","funders":"","keywords":"Multidisciplinary approach; Medical education; Computer science; World Wide Web; Medicine; Mathematics education; Psychology; Sociology; Social science","score_opus":0.048915017654365296,"score_gpt":0.4405771189844299,"score_spread":0.3916621013300646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3167237895","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4032177,0.0005555054,0.000008454401,0.5591346,0.022817178,0.0006553545,0.000004211397,0.000037373837,0.013569619],"genre_scores_gemma":[0.5934419,0.0019441025,0.0030703032,0.32305506,0.055158354,0.001215814,0.0003027289,0.00013391842,0.021677827],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9942572,0.0010741414,0.0007023539,0.00042422517,0.002715922,0.00082616345],"domain_scores_gemma":[0.97285414,0.000646163,0.00021041596,0.00033607995,0.0013002797,0.024652913],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0027001293,0.00018963865,0.00024835474,0.0005416759,0.0014083663,0.00021279098,0.0006734253,0.00060973293,0.069296785],"category_scores_gemma":[0.28844422,0.00020338505,0.000097431264,0.0011483456,0.00028411468,0.0002694352,0.000037972062,0.0015683535,0.0005641236],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017150054,0.0009962905,0.0076108775,0.000025664905,0.000015991278,0.00006645253,0.039961465,0.0000012125856,0.0000019811253,0.0092329085,0.35236067,0.58970934],"study_design_scores_gemma":[0.00024301227,0.00007952856,0.02626323,0.00062450377,0.00001611742,0.00013803889,0.054477014,0.000014505469,0.000006426416,0.0020827313,0.91581416,0.00024074047],"about_ca_topic_score_codex":0.15636964,"about_ca_topic_score_gemma":0.6010516,"teacher_disagreement_score":0.5894686,"about_ca_system_score_codex":0.0033650154,"about_ca_system_score_gemma":0.5500198,"threshold_uncertainty_score":0.99989164},"labels":[],"label_agreement":null},{"id":"W3167431990","doi":"10.2196/19005","title":"Clinical Trials in Social Media: Content Analysis of YouTube Videos in Arabic Language (Preprint)","year":2020,"lang":"en","type":"article","venue":"Interactive Journal of Medical Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Clinical trial; Upload; The Internet; Social media; Medicine; Content analysis; Arabic; Health care; Medical education; Psychology; World Wide Web; Computer science; Pathology","score_opus":0.732295053308727,"score_gpt":0.6880420645951415,"score_spread":0.04425298871358552,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3167431990","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9258557,0.00032314824,0.000079553065,0.07126204,0.0014679297,0.00055377826,0.000005804529,0.0000040182704,0.00044801403],"genre_scores_gemma":[0.99544376,0.0010063609,0.0000613177,0.00032530984,0.0031049259,0.000045177545,0.0000018795051,0.000007886911,0.0000033956665],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.966707,0.02425685,0.003353386,0.00026679895,0.0049138004,0.00050220214],"domain_scores_gemma":[0.7364331,0.2568393,0.0022209187,0.0002091362,0.0026916054,0.0016059699],"candidate_categories":["metaresearch","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.12674603,0.000091480215,0.0014981343,0.0012503954,0.000087547895,0.00003708196,0.0008954946,0.00039042215,0.0019675384],"category_scores_gemma":[0.7516914,0.00007537855,0.00050960435,0.003274643,0.0007758409,0.00026813825,0.00013400019,0.003173991,0.000015968297],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015369302,0.0008013175,0.27542531,0.000043320633,0.00046349244,0.00021925171,0.4939667,0.000004964531,0.00019975414,0.0008747466,0.0011506996,0.22531351],"study_design_scores_gemma":[0.0022487359,0.00031195386,0.66367394,0.0004630284,0.00012750433,0.0000010268327,0.32925513,0.000413371,0.0001403362,0.00062755845,0.0026287402,0.000108693],"about_ca_topic_score_codex":0.0072331363,"about_ca_topic_score_gemma":0.011924963,"teacher_disagreement_score":0.62494534,"about_ca_system_score_codex":0.0007192132,"about_ca_system_score_gemma":0.0033403665,"threshold_uncertainty_score":0.9993778},"labels":[],"label_agreement":null},{"id":"W3168329986","doi":"10.1093/asj/sjab253","title":"Using Big Data to Assess Legitimacy of Plastic Surgery Information on Social Media","year":2021,"lang":"en","type":"article","venue":"Aesthetic Surgery Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Centrality; Plastic surgery; Medicine; Social media; Percentile; Legitimacy; Metric (unit); Social network (sociolinguistics); Decile; Surgery; Medical education; Computer science; Marketing; Statistics; World Wide Web; Mathematics; Political science","score_opus":0.6158810304703645,"score_gpt":0.4512100615173155,"score_spread":0.16467096895304895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3168329986","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9648153,0.0000814676,0.00036761694,0.0038471085,0.030415593,0.00015784375,0.000023431308,0.000025084524,0.00026654627],"genre_scores_gemma":[0.99663365,0.00023547701,0.00032466737,0.00023597223,0.0024769832,0.000017263632,0.000056613455,0.000017032231,0.0000023190662],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9964968,0.0008985712,0.0008282164,0.00016874819,0.0011251076,0.00048257815],"domain_scores_gemma":[0.97950554,0.018532054,0.00062343513,0.00027660062,0.00070150703,0.00036087199],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004297663,0.00012568927,0.00039667793,0.00042678977,0.00076716376,0.00018949341,0.00030183265,0.00013609101,0.00013705682],"category_scores_gemma":[0.019545479,0.000137468,0.00015428418,0.0010501886,0.00016722186,0.0007890818,0.000064279906,0.0003086145,0.00004350215],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005352308,0.00016105788,0.037502497,0.000033891673,0.00002218125,0.000029348983,0.022334343,0.000041070572,0.000016002146,0.0006281238,0.026477009,0.91270095],"study_design_scores_gemma":[0.0011769691,0.00006914821,0.46999863,0.0028921056,0.00036690512,0.0022666452,0.09544901,0.00031177167,0.0007846493,0.0033782031,0.42108005,0.0022258963],"about_ca_topic_score_codex":0.00035792554,"about_ca_topic_score_gemma":0.00018416047,"teacher_disagreement_score":0.9104751,"about_ca_system_score_codex":0.00031795778,"about_ca_system_score_gemma":0.006020986,"threshold_uncertainty_score":0.99961394},"labels":[],"label_agreement":null},{"id":"W3168847653","doi":"10.2196/27448","title":"Evaluation of a Social Media Campaign in Saskatchewan to Promote Healthy Eating During the COVID-19 Pandemic: Social Media Analysis and Qualitative Interview Study","year":2021,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Saskatchewan","funders":"Saskatchewan Health Research Foundation","keywords":"Social media; Pandemic; Hoarding (animal behavior); Qualitative research; Coronavirus disease 2019 (COVID-19); Advertising; Psychology; Medicine; Sociology; Political science; Business","score_opus":0.5644101573999198,"score_gpt":0.6402515528193651,"score_spread":0.07584139541944523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3168847653","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.958667,0.00059397036,0.00009749525,0.03898594,0.0006909093,0.0009137198,0.000005036914,0.0000064289106,0.000039498733],"genre_scores_gemma":[0.99765784,0.00016544024,0.00009426843,0.0002543255,0.0016177486,0.00018476232,0.0000029507266,0.000011011809,0.000011658414],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.953722,0.033689816,0.0015093624,0.00032738564,0.010149823,0.00060160726],"domain_scores_gemma":[0.9679999,0.026075082,0.00079313637,0.0001652141,0.0039117537,0.0010549297],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.16034782,0.0001202448,0.0006563237,0.00075932685,0.00046327256,0.00009650477,0.00070438546,0.00025627232,0.0009238365],"category_scores_gemma":[0.22479384,0.000094107876,0.0001477517,0.0033854567,0.00070381997,0.00014918455,0.00025457522,0.0015733646,0.0000025521138],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010296601,0.0003177732,0.04217488,0.000096583986,0.0002112928,0.000020017736,0.90180767,0.0000012084669,0.00001615809,0.00008763227,0.00021664046,0.054947156],"study_design_scores_gemma":[0.001054268,0.00015577597,0.13925286,0.00014265237,0.00016550068,0.0000056093486,0.85753745,0.000079499434,0.000009499702,0.0011059401,0.0004160454,0.00007487481],"about_ca_topic_score_codex":0.011789625,"about_ca_topic_score_gemma":0.39238206,"teacher_disagreement_score":0.38059244,"about_ca_system_score_codex":0.0024196145,"about_ca_system_score_gemma":0.01024887,"threshold_uncertainty_score":0.99998945},"labels":[],"label_agreement":null},{"id":"W3169460902","doi":"10.2196/29904","title":"The Role of Providers and Influencers in the Use of Social Media as Solace for Psoriasis: Qualitative and Quantitative Study","year":2021,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psoriasis; Influencer marketing; Popularity; Social media; Qualitative research; Psychology; Medicine; Social psychology; Dermatology; Sociology; World Wide Web; Business","score_opus":0.1698952093004777,"score_gpt":0.4860793640428817,"score_spread":0.316184154742404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3169460902","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98684865,0.00057592936,0.0000026511918,0.010489963,0.00028787105,0.0017256044,0.00000609167,0.000004663736,0.00005856327],"genre_scores_gemma":[0.99829847,0.00009833939,0.00023658233,0.00012087966,0.00003756263,0.0011999466,0.0000015157049,0.0000043818995,0.0000023361508],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99696535,0.0022158236,0.00030030875,0.00013550174,0.00019699449,0.000186045],"domain_scores_gemma":[0.9759784,0.02344536,0.00022629378,0.00007173062,0.00024787014,0.000030376115],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00090018543,0.000060617713,0.00020875748,0.00004451827,0.00035342475,0.000027090653,0.000108060645,0.00009043536,0.000001953912],"category_scores_gemma":[0.011809173,0.000044920536,0.000022327125,0.00028693487,0.0009350159,0.00014978599,0.000023092027,0.00010149978,3.454204e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006341536,0.00005891692,0.02259576,0.000029478539,0.00001846252,7.0131296e-7,0.90509593,2.5827762e-7,0.000017139822,0.06988923,0.00012232731,0.0021083693],"study_design_scores_gemma":[0.00035380252,0.000060349703,0.04842525,0.000008436392,0.000016264461,0.0000012961028,0.93132675,0.0000107295045,0.000055212982,0.014046269,0.00565297,0.00004266683],"about_ca_topic_score_codex":0.0024865097,"about_ca_topic_score_gemma":0.020474797,"teacher_disagreement_score":0.055842966,"about_ca_system_score_codex":0.000040111157,"about_ca_system_score_gemma":0.0006576052,"threshold_uncertainty_score":0.997399},"labels":[],"label_agreement":null},{"id":"W3169643740","doi":"10.2196/25285","title":"A Web-Based Social Network Tool (GENIE) for Supporting Self-management Among High Users of the Health Care System: Feasibility and Usability Study","year":2021,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Western University; McMaster University","funders":"Health Canada; University of Southampton; Government of Ontario; Ontario Ministry of Health and Long-Term Care; McMaster University","keywords":"Focus group; Usability; Health care; Context (archaeology); Nursing; Psychology; Medical education; Medicine; Computer science; Business","score_opus":0.1225498543534592,"score_gpt":0.4915785967538517,"score_spread":0.36902874240039246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3169643740","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98528177,0.00007662342,0.000020424905,0.0022944983,0.0009438169,0.010968333,0.000035785684,0.000052953892,0.00032580053],"genre_scores_gemma":[0.995748,0.000009077861,0.0003361935,0.000035940742,0.00036251338,0.003477976,0.000010751492,0.000011458211,0.000008102546],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9923961,0.0044863936,0.0006463021,0.00034504596,0.0013053797,0.0008207905],"domain_scores_gemma":[0.99537146,0.0025473805,0.0003601031,0.00031572653,0.0012467182,0.00015861739],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.011091126,0.000110892164,0.00032862558,0.00006757743,0.003160693,0.0000921577,0.00031085,0.000100002355,0.000013467813],"category_scores_gemma":[0.0015110306,0.00009507147,0.00009917646,0.0012884614,0.0005600786,0.00021656262,0.00018477057,0.0003429327,0.000001268178],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000069383896,0.0003914785,0.55509794,0.0026627108,0.000037966467,4.527428e-7,0.4318012,0.0000050380436,4.742659e-7,0.0036946482,0.0008795626,0.0053591747],"study_design_scores_gemma":[0.0006857142,0.00017687741,0.6204774,0.00007355864,0.000010567638,3.9095656e-8,0.3775417,0.00008887847,0.000008203735,0.00020320078,0.00066869176,0.00006519042],"about_ca_topic_score_codex":0.0040828143,"about_ca_topic_score_gemma":0.0100312475,"teacher_disagreement_score":0.06537948,"about_ca_system_score_codex":0.0027248156,"about_ca_system_score_gemma":0.0031198128,"threshold_uncertainty_score":0.99813706},"labels":[],"label_agreement":null},{"id":"W3169774095","doi":"10.12688/f1000research.52894.1","title":"Quality of information in news media reports about the effects of health interventions: Systematic review and meta-analyses","year":2021,"lang":"en","type":"preprint","venue":"F1000Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Meta-analysis; Psychological intervention; Systematic review; Medicine; MEDLINE; Biology; Pathology; Psychiatry","score_opus":0.5960978007912586,"score_gpt":0.6347022029935973,"score_spread":0.03860440220233863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3169774095","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04701289,0.90561223,0.00022743482,0.020629838,0.0021738955,0.023984106,0.000033620738,0.00003109041,0.0002948708],"genre_scores_gemma":[0.7034695,0.2781034,0.0009860976,0.00077466975,0.00016154264,0.016168952,0.00023134821,0.00002701404,0.000077467645],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9794445,0.014788587,0.0034808794,0.0002538371,0.0017103951,0.00032182148],"domain_scores_gemma":[0.9808063,0.013940276,0.003227594,0.000819788,0.0010667408,0.00013933082],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.033411134,0.00014215591,0.0022051313,0.0003132062,0.00016808386,0.00007906081,0.00042932382,0.00017976551,0.00010539683],"category_scores_gemma":[0.17286335,0.00009985353,0.00045420174,0.0009416318,0.0003891325,0.00023890716,0.00034143066,0.0005901946,0.0000017149582],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000017965759,0.00007273341,0.0015656211,0.94869053,0.0004842714,7.8179505e-7,0.047294416,0.0000017805994,0.0000011401327,0.0005286549,0.0002936892,0.0010646008],"study_design_scores_gemma":[0.00059364253,0.00024967405,0.28487477,0.5332636,0.019511085,0.000005886175,0.14489137,0.000019542193,0.00014821839,0.014881213,0.000654059,0.0009069038],"about_ca_topic_score_codex":0.12141712,"about_ca_topic_score_gemma":0.017894484,"teacher_disagreement_score":0.6564566,"about_ca_system_score_codex":0.00034897873,"about_ca_system_score_gemma":0.002750489,"threshold_uncertainty_score":0.9985542},"labels":[],"label_agreement":null},{"id":"W3171106861","doi":"10.2196/28147","title":"Use of Social Media for Cancer Prevention Through Neighborhood Social Cohesion: Protocol for a Feasibility Study","year":2021,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Cancer Institute; Cancer Research UK","keywords":"Socioeconomic status; Cohesion (chemistry); Psychology; Data collection; Community-based participatory research; Gerontology; Applied psychology; Medical education; Medicine; Environmental health; Sociology; Population; Participatory action research","score_opus":0.8593734566529417,"score_gpt":0.7278406839481367,"score_spread":0.131532772704805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3171106861","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0032766315,9.822307e-7,0.000102310165,0.003438037,0.00013074181,0.9926827,0.00009262732,0.00006279647,0.00021317755],"genre_scores_gemma":[0.0035743995,3.0302027e-7,0.0010781769,0.000029654651,0.0032339955,0.9917809,0.000019822683,0.000040504914,0.00024224707],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99264234,0.0032347075,0.0007530506,0.0006478093,0.0017685015,0.00095357577],"domain_scores_gemma":[0.98908854,0.006052824,0.0003975676,0.00029517233,0.0039891796,0.00017673874],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0054575494,0.00017596343,0.00047134748,0.00010079148,0.0022152816,0.00021314454,0.00043273825,0.00034780195,0.00042960374],"category_scores_gemma":[0.015374679,0.00018150923,0.00023460899,0.0012201931,0.00057858287,0.0006182376,0.00012847356,0.0004122386,0.000004119],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007922222,0.026188802,0.07534388,0.00847264,0.00016288756,0.0000039089077,0.61917317,8.728419e-7,0.001146817,0.052639626,0.07463144,0.13431376],"study_design_scores_gemma":[0.007165624,0.0017397479,0.07517701,0.00070685137,0.0000151713875,1.18338626e-7,0.03323101,0.000009949869,0.0013480238,0.029502602,0.8507736,0.00033029917],"about_ca_topic_score_codex":0.0005876294,"about_ca_topic_score_gemma":0.007122374,"teacher_disagreement_score":0.7761422,"about_ca_system_score_codex":0.0009826461,"about_ca_system_score_gemma":0.0072379657,"threshold_uncertainty_score":0.9990837},"labels":[],"label_agreement":null},{"id":"W3171564741","doi":"","title":"Samantha Adams Festschrift: Sam Adams and the Social Construction of Technology and Health—Implications for Biomedical Informatics","year":2019,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Informatics; Health informatics; Engineering ethics; Social constructionism; Constructionism; Sociology; Health Administration Informatics; Business informatics; Intersection (aeronautics); Data science; Epistemology; Social science; Computer science; Medicine; Engineering; Public health; Nursing","score_opus":0.0312970225122468,"score_gpt":0.3821457536079099,"score_spread":0.3508487310956631,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3171564741","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78244513,0.0026881294,0.0031889253,0.2082976,0.0013308072,0.0017936355,0.000008418565,0.00003386049,0.00021349479],"genre_scores_gemma":[0.9907018,0.0071261786,0.0012355291,0.00019944154,0.0005785349,0.00012459583,0.0000044982157,0.00000861715,0.000020832293],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99823326,0.00012620489,0.00044096017,0.00008711644,0.00020177386,0.00091068447],"domain_scores_gemma":[0.9985918,0.0005943906,0.0004927258,0.000077505734,0.00015469984,0.00008892377],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036673283,0.00007473102,0.00022562085,0.00018387263,0.0010674723,0.000030439314,0.00016614643,0.00017211429,0.000005557185],"category_scores_gemma":[0.0007356713,0.000059878603,0.000041116873,0.00044862527,0.0011819798,0.00014705851,0.000022519751,0.0006757592,0.0000014123269],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021237958,0.00001560068,0.011764011,0.00002662295,0.000021342543,2.912963e-9,0.010328965,7.170716e-8,0.000003902556,0.7889966,0.00005036734,0.1887713],"study_design_scores_gemma":[0.00256129,0.0005280888,0.022471853,0.000053311745,0.00004607777,0.00008590011,0.16883735,0.00004598871,0.0000040093287,0.7670059,0.03821195,0.00014828616],"about_ca_topic_score_codex":0.0006496805,"about_ca_topic_score_gemma":0.0015198177,"teacher_disagreement_score":0.20825665,"about_ca_system_score_codex":0.0004078259,"about_ca_system_score_gemma":0.004973631,"threshold_uncertainty_score":0.88230073},"labels":[],"label_agreement":null},{"id":"W3171738954","doi":"10.2196/29157","title":"Creation of a Student-Run Medical Education Podcast: Tutorial","year":2021,"lang":"en","type":"article","venue":"JMIR Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medical education; Publishing; Session (web analytics); Psychology; Computer science; Medicine; World Wide Web; Political science","score_opus":0.04140637447111004,"score_gpt":0.4874824895528783,"score_spread":0.44607611508176825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3171738954","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84960836,0.00101418,0.000059156882,0.072510175,0.05311751,0.0015518463,0.0000026633513,0.0001145856,0.022021495],"genre_scores_gemma":[0.9720679,0.0008027362,0.00068836025,0.0030272796,0.019768564,0.0023310785,0.00022667342,0.000030278992,0.0010571259],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9943119,0.0008870964,0.00074633333,0.0003975711,0.0032646584,0.00039242493],"domain_scores_gemma":[0.9958707,0.0011106179,0.00035501632,0.0003344953,0.0012256078,0.0011035498],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019526096,0.00014932065,0.00029493423,0.00017657332,0.00035551807,0.000059346625,0.0004370556,0.00062133576,0.008339048],"category_scores_gemma":[0.04093876,0.00016522454,0.000099305405,0.0011063726,0.00044661728,0.0003012887,0.000055745273,0.0004238009,0.00009519255],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003438815,0.0057114717,0.06912543,0.00018810942,0.000030004292,0.000002647796,0.09066946,1.7556458e-7,0.00004680127,0.0930058,0.039076794,0.7021089],"study_design_scores_gemma":[0.0010039674,0.00011037127,0.26240164,0.0009435036,0.00007524955,0.000016081574,0.064059734,0.000032867836,0.00018747941,0.00591907,0.66483307,0.00041698123],"about_ca_topic_score_codex":0.003827535,"about_ca_topic_score_gemma":0.0019086535,"teacher_disagreement_score":0.7016919,"about_ca_system_score_codex":0.0006882343,"about_ca_system_score_gemma":0.07976928,"threshold_uncertainty_score":0.9925675},"labels":[],"label_agreement":null},{"id":"W3172753441","doi":"10.1503/cjs.003020","title":"Predatory publishing solicitation: a review of a single surgeon’s inbox and implications for information technology resources at an organizational level","year":2021,"lang":"en","type":"review","venue":"Canadian Journal of Surgery","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Confusion; Publishing; Public relations; Health care; Internet privacy; Law; Computer science; Psychology","score_opus":0.28059403416755063,"score_gpt":0.397667035336071,"score_spread":0.11707300116852037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3172753441","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00036443665,0.9891463,0.000035484394,0.007299095,0.0018764085,0.0008229972,0.00035154654,0.000009267408,0.0000944917],"genre_scores_gemma":[0.00013773964,0.99774283,0.0005235085,0.00028019206,0.0006817968,0.00017995895,0.00041960904,0.00002189211,0.000012459853],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99742776,0.00041754445,0.0014308305,0.00013666457,0.00027487843,0.0003123005],"domain_scores_gemma":[0.98903006,0.004808757,0.0023088886,0.00018547222,0.003079965,0.00058688014],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0033242472,0.00014786237,0.0010362944,0.0013541519,0.0005323677,0.00019834402,0.00029789723,0.00042889317,0.00009056217],"category_scores_gemma":[0.055956397,0.00015929739,0.0001979723,0.0017782188,0.0002767768,0.0015058535,0.000018719433,0.00025447473,8.845567e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000012683103,0.000021122,0.0059448318,0.028150657,0.000076736535,0.000001438571,0.0065549617,1.8082486e-7,2.0468086e-7,0.0045630042,0.023256466,0.93142915],"study_design_scores_gemma":[0.000030678944,0.000011849275,0.00085128436,0.024493016,0.0001373042,0.000041134495,0.0010453659,4.719615e-8,2.0870533e-7,0.00025989013,0.9730056,0.00012365147],"about_ca_topic_score_codex":0.0027191327,"about_ca_topic_score_gemma":0.016811477,"teacher_disagreement_score":0.9497491,"about_ca_system_score_codex":0.0011825974,"about_ca_system_score_gemma":0.02362251,"threshold_uncertainty_score":0.9819127},"labels":[],"label_agreement":null},{"id":"W3173772358","doi":"10.1080/00909882.2021.1934513","title":"Spanning communication boundaries to address health inequalities: the role of community connectors and social media","year":2021,"lang":"en","type":"article","venue":"Journal of Applied Communication Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Public relations; Health care; Social media; Face (sociological concept); Qualitative research; Health promotion; Sociology; Business; Political science; Social science","score_opus":0.3490149070704479,"score_gpt":0.5165263667235142,"score_spread":0.16751145965306624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3173772358","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8927789,0.004992332,0.000014562475,0.095582806,0.00024281438,0.00072878756,0.000010117671,0.000015469726,0.00563422],"genre_scores_gemma":[0.99575484,0.002188286,0.001246447,0.00041417108,0.00023204368,0.00012226218,0.000018644447,0.0000136071785,0.000009713827],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98923504,0.008339819,0.0008027872,0.00007784646,0.0011896295,0.00035485055],"domain_scores_gemma":[0.9749278,0.021139687,0.00071381294,0.00074296986,0.0022873671,0.00018840864],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.021403521,0.00008556445,0.00034399287,0.0002291224,0.0058031194,0.00028374285,0.0013742362,0.000119790726,0.000053323904],"category_scores_gemma":[0.008512861,0.00007910881,0.000050295097,0.0010115106,0.0020260066,0.00017759396,0.0004886394,0.0016319875,0.0000036348565],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006238419,0.00011346412,0.00057678,0.0000440208,0.000023899154,6.70471e-8,0.7465663,0.000003030092,0.00019186294,0.21938959,0.001494958,0.031533666],"study_design_scores_gemma":[0.00024748742,0.000049629372,0.010100718,0.000106688116,0.000008347966,0.0000012955196,0.77336234,0.000002705935,0.00063505553,0.03593662,0.1794779,0.00007123383],"about_ca_topic_score_codex":0.0093223555,"about_ca_topic_score_gemma":0.011627633,"teacher_disagreement_score":0.18345296,"about_ca_system_score_codex":0.00048017153,"about_ca_system_score_gemma":0.003572631,"threshold_uncertainty_score":0.9998388},"labels":[],"label_agreement":null},{"id":"W3174592256","doi":"10.1016/j.jvs.2020.11.055","title":"Advancing academia through social media: Opportunities in vascular surgery","year":2021,"lang":"en","type":"letter","venue":"Journal of Vascular Surgery","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Université de Montréal","funders":"","keywords":"Scopus; Social media; Medicine; Randomized controlled trial; Citation; Library science; MEDLINE; Surgery; Political science","score_opus":0.19078139736742017,"score_gpt":0.37141129471410944,"score_spread":0.18062989734668927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3174592256","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07333177,0.033320762,0.0000705236,0.8237969,0.06828225,0.00063341943,0.000019204204,0.00007255309,0.00047256125],"genre_scores_gemma":[0.008879911,0.2753393,0.0012220717,0.4142778,0.29853216,0.00051923934,0.00053520314,0.0005522018,0.00014210439],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98669726,0.0048382804,0.0026953865,0.0004853919,0.0037759854,0.0015077259],"domain_scores_gemma":[0.95197827,0.043393146,0.0026912098,0.00036724462,0.0012393898,0.00033076046],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0155959455,0.00051681785,0.0026332212,0.0012735258,0.00063704955,0.00018432339,0.00060559064,0.0038735322,0.00052463193],"category_scores_gemma":[0.046263155,0.0005693626,0.0025587217,0.0014345804,0.0005199936,0.001160197,0.00008262455,0.0077237287,0.000014332031],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008914583,0.00007659376,0.0064286217,0.0005230445,0.0003285129,0.002285439,0.02942614,0.0000033605081,0.0000019935976,0.000058756086,0.9450802,0.0157784],"study_design_scores_gemma":[0.00014539361,0.0000051330776,0.0058432575,0.0012941342,0.00022605536,0.000020781481,0.012202459,3.424832e-7,0.0000070388105,0.00077507045,0.9789538,0.0005265451],"about_ca_topic_score_codex":0.0018033049,"about_ca_topic_score_gemma":0.00089709024,"teacher_disagreement_score":0.40951917,"about_ca_system_score_codex":0.0019120298,"about_ca_system_score_gemma":0.014004583,"threshold_uncertainty_score":0.9996758},"labels":[],"label_agreement":null},{"id":"W3175422033","doi":"10.1096/fasebj.27.1_supplement.675.1","title":"The role of social media in recruiting for clinical trials in pregnancy","year":2013,"lang":"en","type":"article","venue":"The FASEB Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Attrition; Social media; Patient recruitment; Medicine; Clinical trial; Family medicine; Test (biology); Demography; Internal medicine; Political science","score_opus":0.4433533207871898,"score_gpt":0.535635540755864,"score_spread":0.09228221996867414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3175422033","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97777236,0.0015222052,0.0000078554085,0.013573391,0.004313151,0.0017806515,0.0000023126977,0.00000603873,0.0010220109],"genre_scores_gemma":[0.9941695,0.0013150368,0.00014469594,0.000049974024,0.0038167224,0.0004794578,5.6951825e-7,0.0000072958474,0.000016797187],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99295914,0.0050430316,0.0012464314,0.00007943966,0.00032052715,0.0003514506],"domain_scores_gemma":[0.93278897,0.06577364,0.0010247966,0.000091445196,0.00021351145,0.00010764084],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.032841545,0.000054827025,0.0003045445,0.00005485911,0.000707037,0.00007248843,0.0003727089,0.00012385081,0.000080625],"category_scores_gemma":[0.1035894,0.000033226977,0.00014267299,0.0002514901,0.00031250008,0.00013811755,0.000016929314,0.00044550304,0.0000073427746],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045743855,0.000066205735,0.05663717,0.000006508197,0.000009956641,2.5432254e-7,0.19630913,7.4199625e-7,0.00018810703,0.008128635,0.00050245546,0.73810506],"study_design_scores_gemma":[0.0021457507,0.00009804725,0.29958662,0.00046297058,0.00004028251,0.0000017414759,0.430309,0.0001294157,0.0005939468,0.2494183,0.017018516,0.00019540769],"about_ca_topic_score_codex":0.0009017156,"about_ca_topic_score_gemma":0.0045368336,"teacher_disagreement_score":0.7379097,"about_ca_system_score_codex":0.00014485477,"about_ca_system_score_gemma":0.0007650839,"threshold_uncertainty_score":0.9958932},"labels":[],"label_agreement":null},{"id":"W3175744941","doi":"10.1016/j.jflm.2021.102206","title":"A social media primer for reluctant forensic pathologists","year":2021,"lang":"en","type":"review","venue":"Journal of Forensic and Legal Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Saint John Regional Hospital","funders":"","keywords":"Confidentiality; Social media; Internet privacy; Forensic science; Public relations; Psychology; Medicine; Business; Political science; Law; Computer science","score_opus":0.22009065345229725,"score_gpt":0.47512164210324354,"score_spread":0.2550309886509463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3175744941","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00015900831,0.9776145,0.000059307207,0.0070609655,0.013505928,0.0011424066,0.000012469151,0.00001598122,0.00042941465],"genre_scores_gemma":[0.00009333545,0.9726255,0.0013831112,0.0002111485,0.02541713,0.00012530084,0.00003627433,0.000042658336,0.00006553897],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962702,0.0005695232,0.001480111,0.00028572397,0.000878617,0.0005158574],"domain_scores_gemma":[0.99128264,0.0057535768,0.0014678749,0.00014098904,0.0009561823,0.00039870557],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0032132105,0.00032999075,0.0026447105,0.0003133793,0.00050389377,0.000042225376,0.00027690403,0.00060709775,0.000066705],"category_scores_gemma":[0.022827106,0.00023363522,0.0004835378,0.000545529,0.0013609874,0.00016937681,0.000033711738,0.0008266923,0.0000018859253],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015750988,0.000026286783,0.000007179092,0.0018303774,0.00008824496,0.00006735013,0.010346921,4.620127e-9,1.5114554e-7,0.01768893,0.0173322,0.9525966],"study_design_scores_gemma":[0.0004956977,0.00023784352,0.000043672506,0.008525897,0.0012802947,0.00018943383,0.0035070975,1.3583733e-7,3.1026931e-7,0.0010503541,0.9844693,0.00019994147],"about_ca_topic_score_codex":0.00030461533,"about_ca_topic_score_gemma":0.00029056284,"teacher_disagreement_score":0.9671371,"about_ca_system_score_codex":0.00040868,"about_ca_system_score_gemma":0.0031672684,"threshold_uncertainty_score":0.985404},"labels":[],"label_agreement":null},{"id":"W3177732883","doi":"10.1249/01.mss.0000764896.53759.1d","title":"Factors Influencing Engagement Rate Of A Daily Twitter Campaign To Disseminate Exercise Oncology Literature","year":2021,"lang":"en","type":"article","venue":"Medicine & Science in Sports & Exercise","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Victoria; University of British Columbia","funders":"","keywords":"Thursday; Medicine; Impact factor; Publishing; Public engagement; Dissemination; Medical education; Political science; Public relations","score_opus":0.06491659208408913,"score_gpt":0.40020762024255624,"score_spread":0.3352910281584671,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3177732883","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9856883,0.00034586512,0.000009637013,0.005056986,0.005920733,0.0014499003,0.000002353938,0.00006125409,0.001464923],"genre_scores_gemma":[0.99679965,0.0009320089,0.0005557131,0.00060287525,0.0003805884,0.0003546185,0.000010328788,0.000016942358,0.0003472666],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9958512,0.00032255662,0.00085124094,0.0007306238,0.001328046,0.00091632095],"domain_scores_gemma":[0.9966691,0.00093479385,0.00035253185,0.00050941494,0.0008361567,0.00069801306],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007636139,0.00024647365,0.0007085956,0.00070878945,0.0005888234,0.000059470098,0.00067399035,0.0001720658,0.0005607551],"category_scores_gemma":[0.0074672867,0.0002089624,0.000059873862,0.005727225,0.0014502316,0.0005483465,0.0001474695,0.00046095415,0.000008940839],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019404708,0.00010037485,0.44254178,0.00006166935,2.603912e-7,0.000077495446,0.5239355,0.000011514963,0.00062531885,0.000033415094,0.0006972594,0.031896],"study_design_scores_gemma":[0.00022276798,0.0000726701,0.8219914,0.0021492061,0.00002959084,8.854074e-7,0.16628985,0.0000060971274,0.00039037943,0.00042281454,0.008224438,0.00019992406],"about_ca_topic_score_codex":0.004113632,"about_ca_topic_score_gemma":0.0007599714,"teacher_disagreement_score":0.3794496,"about_ca_system_score_codex":0.0009073505,"about_ca_system_score_gemma":0.0029870162,"threshold_uncertainty_score":0.8939579},"labels":[],"label_agreement":null},{"id":"W3178925000","doi":"10.2106/jbjs.20.01893","title":"Physician-Rating Websites and Social Media Usage: A Global Survey of Academic Orthopaedic Surgeons","year":2021,"lang":"en","type":"article","venue":"Journal of Bone and Joint Surgery","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Social media; The Internet; Social media marketing; Service (business)","score_opus":0.14297386264964126,"score_gpt":0.37225004783209537,"score_spread":0.2292761851824541,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3178925000","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98801476,0.005335295,0.000011736294,0.0035489937,0.0028602765,0.00007195477,0.000020309455,0.0000072444836,0.00012944252],"genre_scores_gemma":[0.9943147,0.004105159,0.000117406846,0.00020043874,0.0012381871,0.0000039597267,0.0000064647916,0.0000072780454,0.000006430901],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969743,0.0010054111,0.0010263541,0.00012688065,0.00058224826,0.00028483407],"domain_scores_gemma":[0.9874134,0.010483572,0.0011826892,0.000049813138,0.00067478913,0.00019574777],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.007364778,0.000096544936,0.000710932,0.00013380594,0.00033295967,0.00003774155,0.000026667398,0.00016743374,0.000038975995],"category_scores_gemma":[0.026182018,0.00009722946,0.0001630451,0.00062715914,0.00031211786,0.00030000927,0.000033205255,0.00034017675,0.0000012976387],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026663083,0.000052913783,0.94941014,0.000094868476,0.000029587949,0.00002445034,0.010196711,2.2087735e-7,0.00022195093,0.00023809103,0.0033530183,0.036351357],"study_design_scores_gemma":[0.00013679928,0.000010386931,0.99074316,0.00017700726,0.000034415974,0.00001772906,0.00630873,0.0000023201678,0.000054481665,0.00063223776,0.001791136,0.00009159183],"about_ca_topic_score_codex":0.001684093,"about_ca_topic_score_gemma":0.0032477116,"teacher_disagreement_score":0.041332997,"about_ca_system_score_codex":0.000087523804,"about_ca_system_score_gemma":0.0019747978,"threshold_uncertainty_score":0.98202085},"labels":[],"label_agreement":null},{"id":"W3179381476","doi":"10.7759/cureus.16350","title":"A Study to See the Effect of Social Media Usage Among Healthcare Providers","year":2021,"lang":"en","type":"article","venue":"Cureus","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social media; Medicine; Health care; Quarter (Canadian coin); Quality (philosophy); Family medicine; Sample (material); Health professionals; Nursing; Medical education","score_opus":0.08957567026870986,"score_gpt":0.4309738569607146,"score_spread":0.3413981866920047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3179381476","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97652555,0.0002675017,0.0000017873117,0.01523805,0.0045007877,0.0023426698,0.000004905136,0.000041431344,0.0010773169],"genre_scores_gemma":[0.9974866,0.00001309373,0.000025527974,0.00017527313,0.0015221634,0.0007141539,0.0000032461032,0.00001189254,0.000048036633],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99680835,0.0018143515,0.0002381139,0.0002150322,0.00059113896,0.00033299826],"domain_scores_gemma":[0.99556357,0.0037442828,0.00011980561,0.00019814786,0.00019944055,0.00017473762],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0018113434,0.000089087254,0.00021948775,0.000028191007,0.00068142946,0.0000412987,0.0002759193,0.000084075895,0.000116904994],"category_scores_gemma":[0.01235349,0.0000716739,0.000060857703,0.000684645,0.00021056135,0.00010157203,0.000056114844,0.00017852029,0.000023653096],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013254978,0.000084905296,0.27349225,0.000041433235,0.000017078415,0.0000043397804,0.7145198,4.1182687e-7,0.000010369793,0.0006305233,0.0018108594,0.009374812],"study_design_scores_gemma":[0.0002966549,0.00028595582,0.68091977,0.000025698007,0.000044738525,2.2253532e-7,0.3095633,5.5015335e-7,0.00021561036,0.00021199528,0.008317943,0.00011757414],"about_ca_topic_score_codex":0.013154213,"about_ca_topic_score_gemma":0.11968239,"teacher_disagreement_score":0.40742752,"about_ca_system_score_codex":0.00029015154,"about_ca_system_score_gemma":0.0007953139,"threshold_uncertainty_score":0.9959659},"labels":[],"label_agreement":null},{"id":"W3179793958","doi":"10.22456/2177-0018.114115","title":"Um ano de e-mails não solicitados: o modus operandi de revistas e editoras predatórias","year":2021,"lang":"en","type":"article","venue":"Revista da Faculdade de Odontologia de Porto Alegre","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Directory; Impact factor; Citation; Checklist; MEDLINE; Library science; Reputation; Science Citation Index; National library; Medicine; Family medicine; Psychology; Political science; Computer science; Law","score_opus":0.09404306616182286,"score_gpt":0.40723679073151187,"score_spread":0.313193724569689,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3179793958","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9508387,0.011414613,0.0029359595,0.019312885,0.005181598,0.0025916242,0.00021151626,0.00062991894,0.0068831863],"genre_scores_gemma":[0.95401853,0.0052304207,0.019939557,0.0038234473,0.013258744,0.001423423,0.00038128227,0.00014134121,0.0017832731],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9929955,0.0022132476,0.00095291395,0.0008742673,0.0008478584,0.002116231],"domain_scores_gemma":[0.9954335,0.0015305444,0.00050499255,0.0008027253,0.0005605547,0.001167645],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0038996572,0.00045855626,0.0008733047,0.00014211379,0.0010245318,0.0007589216,0.00094407,0.0009546437,0.0008130627],"category_scores_gemma":[0.017703716,0.0005050397,0.00031457824,0.0009800566,0.00047558482,0.000445155,0.00013474471,0.0009292939,0.000115987954],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014864455,0.00064279133,0.6952851,0.0012840542,0.00027150637,0.001270056,0.07132042,0.000054533597,0.0032236604,0.03303989,0.1603621,0.033097293],"study_design_scores_gemma":[0.000718837,0.000101394624,0.116104126,0.0005126788,0.00026425053,0.00016421896,0.010959761,0.0001253066,0.0005791535,0.00085696764,0.8687589,0.0008544027],"about_ca_topic_score_codex":0.0095209675,"about_ca_topic_score_gemma":0.002322184,"teacher_disagreement_score":0.7083968,"about_ca_system_score_codex":0.0030718984,"about_ca_system_score_gemma":0.006712694,"threshold_uncertainty_score":0.9997401},"labels":[],"label_agreement":null},{"id":"W3182308038","doi":"10.7759/cureus.16240","title":"What Are the Real-World Podcast-Listening Habits of Medical Professionals?","year":2021,"lang":"en","type":"article","venue":"Cureus","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; University of Saskatchewan","funders":"","keywords":"Medicine; Active listening; Social media; Medical education; Health professionals; Observational study; Continuing medical education; Family medicine; Health care; Continuing education; Psychology","score_opus":0.13151126543656225,"score_gpt":0.4678251713331634,"score_spread":0.33631390589660115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3182308038","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6412871,0.005349092,0.0000079902175,0.29963985,0.036673617,0.00083526876,0.0000049219443,0.000071211696,0.01613095],"genre_scores_gemma":[0.98596936,0.0053703478,0.00023128178,0.0018038512,0.004134943,0.0003052486,0.000014624262,0.000017542809,0.0021528206],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9975662,0.0006005734,0.00025985288,0.00016164615,0.0011537381,0.00025794117],"domain_scores_gemma":[0.99655867,0.0025161556,0.00019912657,0.00020944746,0.0003318836,0.00018473281],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015710145,0.000063145766,0.00015213799,0.000024063975,0.00048965006,0.000056699504,0.0003534382,0.00014617403,0.001126482],"category_scores_gemma":[0.009277655,0.00004875789,0.00005207199,0.00056197844,0.00029035646,0.0002590125,0.000077926285,0.00024324669,0.00002178405],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018816077,0.00059878227,0.30226305,0.00023935201,0.00006300101,0.000040686577,0.37307802,0.0000014973319,0.00006175756,0.19318768,0.038722098,0.09172527],"study_design_scores_gemma":[0.00024868405,0.00001909415,0.24326926,0.00124731,0.000031975724,0.0000018914925,0.38765997,0.000023657145,0.00033519077,0.0043643094,0.3626074,0.0001912775],"about_ca_topic_score_codex":0.0060190074,"about_ca_topic_score_gemma":0.052725166,"teacher_disagreement_score":0.34468225,"about_ca_system_score_codex":0.00015791382,"about_ca_system_score_gemma":0.0019820447,"threshold_uncertainty_score":0.9997866},"labels":[],"label_agreement":null},{"id":"W3182959678","doi":"10.1007/s10912-021-09699-x","title":"Medical Technologies Past and Present: How History Helps to Understand the Digital Era","year":2021,"lang":"en","type":"article","venue":"Journal of Medical Humanities","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":25,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; McGill University Health Centre","funders":"Branco Weiss Fellowship – Society in Science","keywords":"History of medicine; Rhetoric; Digital era; Attribution; Medical history; Modern medicine; Aesthetics; Psychology; History; Medicine; Sociology; Engineering ethics; Social psychology; Traditional medicine; The Internet; Engineering; Philosophy; Computer science; Classics; Surgery","score_opus":0.15686256940335905,"score_gpt":0.3651820992735021,"score_spread":0.20831952987014304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3182959678","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22201519,0.016260784,0.00019191505,0.7467178,0.007721017,0.00026940688,0.000002602737,0.00006316247,0.006758148],"genre_scores_gemma":[0.985482,0.005099018,0.000102581784,0.0022433694,0.0062263855,0.000022561671,0.0000010683042,0.000014191097,0.00080886204],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963616,0.00023010802,0.00030663735,0.000105787345,0.0027286585,0.0002671691],"domain_scores_gemma":[0.9964409,0.0026635127,0.00017734131,0.00010531669,0.00028394954,0.00032898487],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0018144153,0.00008167767,0.00020901652,0.00009774531,0.00040471947,0.0001816604,0.0005008743,0.00023533663,0.00065905007],"category_scores_gemma":[0.02431666,0.0000578721,0.000056379446,0.00014219811,0.0016656966,0.00024749123,0.0001232083,0.00068842195,0.0000043953],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030985746,0.00019983496,0.003051915,0.00011408024,0.000087738896,0.0003431304,0.27423286,1.836503e-7,0.000002195306,0.14143805,0.2281965,0.35230252],"study_design_scores_gemma":[0.00015608914,0.000058380243,0.0012714617,0.00014783294,0.00001114224,0.000046779445,0.28046778,0.000001786542,0.0000042661472,0.0033117572,0.7144647,0.000058037218],"about_ca_topic_score_codex":0.00014049887,"about_ca_topic_score_gemma":0.00091590814,"teacher_disagreement_score":0.7634668,"about_ca_system_score_codex":0.000499958,"about_ca_system_score_gemma":0.0027434903,"threshold_uncertainty_score":0.9839019},"labels":[],"label_agreement":null},{"id":"W3184040181","doi":"10.3171/2020.11.jns203226","title":"Guidelines for optimal utilization of social media for brain tumor stakeholders","year":2021,"lang":"en","type":"article","venue":"Journal of neurosurgery","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University of Calgary","funders":"","keywords":"Popularity; Social media; Neurooncology; Thematic analysis; Qualitative research; Thematic map; Media campaign","score_opus":0.5909426907560966,"score_gpt":0.4865639846567802,"score_spread":0.10437870609931643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3184040181","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90970474,0.0004097129,0.0037285895,0.06379808,0.021476315,0.0007205388,0.000058395723,0.000018040844,0.00008559803],"genre_scores_gemma":[0.9451711,0.000657934,0.022377236,0.0060232743,0.025107337,0.00028370507,0.000046700665,0.00010184175,0.000230837],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99794555,0.00026395242,0.0009206079,0.00011649058,0.0004944584,0.00025894947],"domain_scores_gemma":[0.98570114,0.009838279,0.0010061543,0.00006176505,0.0032627175,0.00012996764],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0024432533,0.00007914413,0.00032884933,0.00017172955,0.00027731125,0.000035991496,0.0001290207,0.00008381775,0.000039708815],"category_scores_gemma":[0.1002506,0.000083688195,0.00026628922,0.0004637619,0.00012589873,0.00022507607,0.000009416551,0.000097156364,3.3034982e-7],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00085875095,0.0007748922,0.014574037,0.00076381274,0.000116623945,0.000039207156,0.08603228,0.0002504503,0.013505193,0.013486783,0.691135,0.17846301],"study_design_scores_gemma":[0.0014542015,0.000199946,0.02897613,0.00016201101,0.00012318627,0.000020410545,0.03395075,0.00020092686,0.005204538,0.002764774,0.9266556,0.0002875225],"about_ca_topic_score_codex":0.000015996715,"about_ca_topic_score_gemma":0.00007204128,"teacher_disagreement_score":0.23552065,"about_ca_system_score_codex":0.00008873893,"about_ca_system_score_gemma":0.0021345236,"threshold_uncertainty_score":0.90732837},"labels":[],"label_agreement":null},{"id":"W3184493144","doi":"10.1503/cjs.019019","title":"Evaluating the efficacy of self-study videos for the surgery clerkship rotation: an innovative project in undergraduate surgical education","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"University of Ottawa","keywords":"Medicine; Clinical clerkship; Curriculum; Likert scale; Medical education; Standardization; Medical physics; Multimedia; Computer science; Psychology","score_opus":0.3542138055448045,"score_gpt":0.48600230160631314,"score_spread":0.1317884960615086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3184493144","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9737822,0.00073484814,0.0000060823445,0.017679622,0.0064737196,0.0012350556,0.000003451747,0.0000051601046,0.00007987272],"genre_scores_gemma":[0.99763054,0.00008963744,0.00014509493,0.00016477366,0.0016891927,0.0002463691,0.0000071847167,0.00001407326,0.000013135973],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99583924,0.0022438748,0.00091120653,0.00015134453,0.00049289817,0.00036142778],"domain_scores_gemma":[0.9486325,0.047760412,0.0008473926,0.00019862197,0.0023189993,0.00024208138],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.012482492,0.00009745274,0.0003236731,0.00041251827,0.0006679897,0.00010138888,0.00021322895,0.00007986821,0.000028474671],"category_scores_gemma":[0.039220452,0.00007370188,0.00012925944,0.0025101008,0.00018839148,0.000312564,0.000005892985,0.0002921632,6.035887e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000610368,0.0003184467,0.7708582,0.000041548206,0.000065383116,0.000017367516,0.113381304,0.000048373055,0.0000036084025,0.0013980623,0.001817266,0.1119894],"study_design_scores_gemma":[0.00032678802,0.00009106131,0.86087173,0.00022542504,0.00006454713,0.000018674938,0.12599003,0.00005484826,0.000023129516,0.00086051744,0.0113218045,0.00015143557],"about_ca_topic_score_codex":0.043648724,"about_ca_topic_score_gemma":0.13345559,"teacher_disagreement_score":0.11183796,"about_ca_system_score_codex":0.0006174132,"about_ca_system_score_gemma":0.06469011,"threshold_uncertainty_score":0.9688726},"labels":[],"label_agreement":null},{"id":"W3184547593","doi":"10.2196/32105","title":"Assessment and Evaluation of Social Engagement in Dermatology Residency Programs on Instagram: Cross-sectional Study","year":2021,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Cross-sectional study; Medical education; Social media; Medicine; Family medicine; Psychology; Dermatology; Computer science; World Wide Web; Pathology","score_opus":0.24657252169648108,"score_gpt":0.5462362693073095,"score_spread":0.2996637476108284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3184547593","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9894749,0.00009290527,0.0000034120062,0.0034539206,0.0015197528,0.0026649567,0.0000014867938,0.000030889783,0.0027577728],"genre_scores_gemma":[0.9965937,0.00002266034,0.00015175487,0.000095833144,0.0001450113,0.0029519005,0.00002131285,0.000008940219,0.000008894696],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99400014,0.0038942995,0.00059452734,0.00034415768,0.0008212093,0.00034568412],"domain_scores_gemma":[0.9980864,0.0009197012,0.00023843448,0.0001347899,0.0005482293,0.00007245486],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020294744,0.00010657531,0.0002873517,0.00018631261,0.00047534448,0.000045871526,0.0001221489,0.00024995935,0.00014487574],"category_scores_gemma":[0.0010598584,0.00012402811,0.00003610162,0.0005094052,0.00034053196,0.00012623047,0.000055287055,0.00031664793,0.0000075122703],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014949425,0.0007146717,0.9361871,0.000045034496,0.00001615527,0.000018517325,0.031227361,0.0000025677596,0.000010896339,0.025888612,0.000046345525,0.0058277915],"study_design_scores_gemma":[0.0010487647,0.000061784245,0.97933674,0.000010176154,0.000015432193,0.000015342195,0.015247729,0.00004564209,0.000028385477,0.003035959,0.0010631899,0.00009085198],"about_ca_topic_score_codex":0.0010340856,"about_ca_topic_score_gemma":0.009031903,"teacher_disagreement_score":0.043149646,"about_ca_system_score_codex":0.0006461317,"about_ca_system_score_gemma":0.0028851193,"threshold_uncertainty_score":0.5118078},"labels":[],"label_agreement":null},{"id":"W3184721371","doi":"","title":"Interview with a Trailblazer: Jessica Dunkley, MD","year":2015,"lang":"en","type":"article","venue":"TigerPrints (Clemson University)","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Gerontology; Psychology; Medicine","score_opus":0.2136214523012909,"score_gpt":0.34357121023766335,"score_spread":0.12994975793637245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3184721371","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6318718,0.00019509697,0.0008356702,0.018893985,0.0029356065,0.0014921426,0.000006208569,0.00045536898,0.3433141],"genre_scores_gemma":[0.99288464,0.00034640735,0.0010218357,0.0003675283,0.00056542957,0.000015267797,0.0000048534775,0.000024053747,0.0047700033],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99830115,0.00045365174,0.00012765486,0.00028127225,0.00043226275,0.0004039898],"domain_scores_gemma":[0.9985569,0.00028675393,0.00012434593,0.00022912025,0.00024682822,0.00055604556],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00072150433,0.00011888033,0.0001896706,0.00020521731,0.00034843772,0.00004334198,0.0004444696,0.00012287097,0.00044483933],"category_scores_gemma":[0.00047662188,0.00012785569,0.000048567555,0.0009791938,0.00036570823,0.00035949025,0.000063281674,0.00019529185,0.00045729644],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000357867,0.00074088527,0.06632262,0.00014149315,0.00013823324,0.00021613756,0.2811298,0.000014359197,0.000061401784,0.18108323,0.027604625,0.44218937],"study_design_scores_gemma":[0.00046486777,0.000075370684,0.0054587647,0.00007352647,0.000024912497,0.0000011607334,0.020742636,0.0000047349345,0.000031896583,0.00040704853,0.9725314,0.00018367826],"about_ca_topic_score_codex":0.0032150587,"about_ca_topic_score_gemma":0.0035609168,"teacher_disagreement_score":0.9449268,"about_ca_system_score_codex":0.0007116094,"about_ca_system_score_gemma":0.0011741705,"threshold_uncertainty_score":0.5877773},"labels":[],"label_agreement":null},{"id":"W3185060882","doi":"10.1177/17151635211029985","title":"A Twitter analysis of World Pharmacists Day 2020 images: Sending the wrong messages","year":2021,"lang":"en","type":"article","venue":"Canadian Pharmacists Journal / Revue des Pharmaciens du Canada","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science; Internet privacy; Social media; World Wide Web; Advertising; Business","score_opus":0.0941065663438481,"score_gpt":0.3792862125606528,"score_spread":0.2851796462168047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3185060882","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9540433,0.0047470042,0.00016924454,0.006432815,0.02232698,0.0012725166,0.0006771529,0.000060980612,0.010269965],"genre_scores_gemma":[0.98392224,0.007876634,0.00014676919,0.003184517,0.0030518093,0.000092398215,0.00004901351,0.000048162274,0.0016284699],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9942983,0.0016156941,0.0009817092,0.0005067166,0.0011432765,0.0014543113],"domain_scores_gemma":[0.99303174,0.0020782968,0.0006561477,0.00037292673,0.001396947,0.002463948],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0030322555,0.00035485835,0.00065312395,0.000834305,0.0027087976,0.00038082595,0.0010465239,0.00008345255,0.0042995582],"category_scores_gemma":[0.002578406,0.0003533881,0.00038693575,0.006717003,0.0006993131,0.00051856943,0.00006149666,0.0009864541,0.00001015105],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00012752107,0.00027184034,0.16393137,0.0005820057,0.0067450805,0.06926,0.17523384,0.003320588,0.0049999654,0.00080479454,0.31930143,0.25542158],"study_design_scores_gemma":[0.0034504712,0.000037319376,0.0044026044,0.00014876567,0.008335392,0.0392858,0.0048728334,0.0035781187,0.015082559,0.0004385465,0.9177837,0.0025839084],"about_ca_topic_score_codex":0.11065116,"about_ca_topic_score_gemma":0.5698426,"teacher_disagreement_score":0.59848225,"about_ca_system_score_codex":0.0044827834,"about_ca_system_score_gemma":0.014752517,"threshold_uncertainty_score":0.9998918},"labels":[],"label_agreement":null},{"id":"W3185208879","doi":"10.2196/24005","title":"Evaluation of the Acceptability of a Proposed, Instagram-Based, Randomized Controlled Trial for People With Asthma: Survey Study","year":2021,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Asthma; Randomized controlled trial; Social media; Family medicine; Photovoice; Gerontology","score_opus":0.23237347012902107,"score_gpt":0.5424245566633279,"score_spread":0.3100510865343068,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3185208879","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9342012,0.00005046225,0.00007202265,0.00089447317,0.0008543165,0.062944174,0.000023957577,0.000008075599,0.00095132424],"genre_scores_gemma":[0.9719935,0.0000055231963,0.00006459378,0.0000046046243,0.00011612698,0.027780471,0.000012135078,0.000007947119,0.000015065132],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9523717,0.04183575,0.00083447795,0.00022032087,0.0043548485,0.00038290373],"domain_scores_gemma":[0.95553315,0.030660756,0.000571282,0.00034433053,0.012803647,0.00008686615],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.11357707,0.00009461764,0.00090819487,0.00013402544,0.00063727825,0.000044729528,0.0003195116,0.0000927557,0.00028346817],"category_scores_gemma":[0.11256777,0.000056144265,0.0002086956,0.0017922065,0.0008846817,0.00021164173,0.00005252963,0.00026636172,0.0000012422267],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.7286965,0.0030776758,0.017148819,0.00014870297,0.00015541828,3.5450345e-8,0.23867849,0.00002172402,0.0000035378253,0.0007138653,0.00006122023,0.011293981],"study_design_scores_gemma":[0.7767333,0.0008150568,0.15902743,0.000020325415,0.00006441891,2.5615629e-8,0.061478075,0.00080979243,0.00018380248,0.0007748263,0.000033428256,0.00005957453],"about_ca_topic_score_codex":0.008171899,"about_ca_topic_score_gemma":0.04945399,"teacher_disagreement_score":0.1772004,"about_ca_system_score_codex":0.00055603386,"about_ca_system_score_gemma":0.012848913,"threshold_uncertainty_score":0.99843276},"labels":[],"label_agreement":null},{"id":"W3186752400","doi":"10.1108/lhs-06-2020-0040","title":"Physician leaders’ cross-boundary use of social media: what are the implications in the current COVID-19 environment?","year":2021,"lang":"en","type":"review","venue":"Leadership in health services","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Treasury Board of Canada Secretariat; Dalhousie University","funders":"","keywords":"Stakeholder; Health care; Social media; Public relations; Public health; Boundary (topology); Psychology; Confusion; Medicine; Medical education; Family medicine; Nursing; Political science","score_opus":0.6360399399741925,"score_gpt":0.5328952492606195,"score_spread":0.10314469071357302,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3186752400","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00012997072,0.8899657,0.0000017451674,0.10257861,0.0030633868,0.004127772,0.000084993,0.000031346437,0.000016456872],"genre_scores_gemma":[0.00068028085,0.98112744,0.00002088643,0.012158172,0.0021966884,0.003430149,0.0003303136,0.000048769554,0.000007320881],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9882864,0.007035626,0.0016860497,0.00071744056,0.0010789947,0.0011955019],"domain_scores_gemma":[0.9783533,0.018481702,0.0020666698,0.0007098118,0.00008980236,0.0002986997],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0049049314,0.00043309023,0.0014820388,0.0002947128,0.0016472504,0.0005230711,0.0016434296,0.0005201132,0.000053906846],"category_scores_gemma":[0.0013175379,0.00033340926,0.00034863348,0.0022016524,0.0016555366,0.0008252519,0.00009349673,0.001835615,0.00003549193],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000028586805,0.00019056286,0.001478739,0.05452022,0.0000136458975,0.000001144275,0.44927385,0.000003977986,2.9020193e-9,0.0024272224,0.00011358344,0.4919742],"study_design_scores_gemma":[0.00008740466,0.000007568893,0.004503353,0.010807885,0.000040516585,5.0450006e-7,0.30536687,5.4875994e-7,6.7529276e-9,0.00035087692,0.678662,0.00017247592],"about_ca_topic_score_codex":0.010769436,"about_ca_topic_score_gemma":0.06769153,"teacher_disagreement_score":0.6785484,"about_ca_system_score_codex":0.0023154519,"about_ca_system_score_gemma":0.0070668324,"threshold_uncertainty_score":0.9999118},"labels":[],"label_agreement":null},{"id":"W3186796850","doi":"10.2196/26759","title":"Social Media and mHealth Technology for Cancer Screening: Systematic Review and Meta-analysis","year":2021,"lang":"en","type":"review","venue":"Journal of Medical Internet Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":108,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; Cancer Care Ontario; Sunnybrook Health Science Centre; Toronto Metropolitan University; University of Toronto; St. Michael's Hospital","funders":"Canadian Institutes of Health Research","keywords":"Psychological intervention; Medicine; CINAHL; mHealth; Meta-analysis; MEDLINE; PsycINFO; Odds ratio; Cancer screening; Systematic review; Social media; Family medicine; Randomized controlled trial; Cancer; Internal medicine; Nursing; World Wide Web","score_opus":0.6974042721219537,"score_gpt":0.6698901849804071,"score_spread":0.027514087141546573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3186796850","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000019020889,0.9125644,0.000074080024,0.08434764,0.00044966722,0.0025215521,0.000017343773,0.0000078471985,0.00001559464],"genre_scores_gemma":[0.000012988116,0.9958028,0.00023666007,0.00024937524,0.0013794428,0.0021082656,0.000008278525,0.000025645852,0.0001764991],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9875718,0.0056533194,0.0021055616,0.0003819848,0.0036395446,0.00064778834],"domain_scores_gemma":[0.9728467,0.022268526,0.0016621948,0.00021237663,0.0021341802,0.00087602914],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03885921,0.00023858092,0.007534131,0.0012973684,0.00034169486,0.0001383008,0.0011028874,0.0010458997,0.0008583018],"category_scores_gemma":[0.102358595,0.00015953179,0.0012549971,0.0027248322,0.0011038578,0.00009232939,0.0002326595,0.002402452,0.0000021532976],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000030113729,0.000058912134,0.0000047474878,0.7743844,0.046574593,0.000026556445,0.004927512,2.6879645e-9,1.1953664e-9,0.0046718284,0.010539793,0.15880868],"study_design_scores_gemma":[0.00008161068,0.00005012247,7.6982434e-7,0.05971054,0.32641134,0.000029669236,0.0017137167,0.0000015458572,1.8186316e-8,0.00024608508,0.6116337,0.00012084928],"about_ca_topic_score_codex":0.0010846808,"about_ca_topic_score_gemma":0.0028896728,"teacher_disagreement_score":0.7146738,"about_ca_system_score_codex":0.000505109,"about_ca_system_score_gemma":0.0055592656,"threshold_uncertainty_score":0.999899},"labels":[],"label_agreement":null},{"id":"W3187196373","doi":"10.2196/33922","title":"Correction: Precision Public Health Campaign: Delivering Persuasive Messages to Relevant Segments Through Targeted Advertisements on Social Media","year":2021,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Social media; Advertising; Persuasive technology; Psychology; Public health; Internet privacy; Public relations; Political science; Computer science; Persuasion; World Wide Web; Business; Social psychology; Medicine","score_opus":0.3099589652387038,"score_gpt":0.5252353188038046,"score_spread":0.21527635356510078,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3187196373","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9103185,0.0004997903,0.0005282715,0.05436668,0.016764326,0.004642478,0.000063726045,0.0002162589,0.012599948],"genre_scores_gemma":[0.9938938,0.0010284155,0.0004207002,0.00069313834,0.0014214955,0.002122066,0.000090654714,0.000032055672,0.00029768125],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99115777,0.003425755,0.0005312317,0.00048571863,0.0030098995,0.0013896527],"domain_scores_gemma":[0.9928613,0.0042710565,0.00020029848,0.0002419839,0.0017868417,0.00063852296],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0041578403,0.00018310326,0.00033041375,0.00034059436,0.0037995907,0.00023042293,0.00041474946,0.00019917756,0.00063230825],"category_scores_gemma":[0.011632571,0.00019113142,0.00008955087,0.002574532,0.00028524606,0.0009489581,0.00023170437,0.0008390899,0.00045354667],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005918603,0.000338245,0.0007253407,0.000057078378,0.000027915308,0.000004772059,0.7955932,0.0000027137726,0.00005348608,0.0010928219,0.05734248,0.14470275],"study_design_scores_gemma":[0.0010483813,0.0006642359,0.15062597,0.00053411385,0.000005289382,0.000001920671,0.61048675,0.00007047243,0.0012538854,0.0011693015,0.23368865,0.00045103452],"about_ca_topic_score_codex":0.00182241,"about_ca_topic_score_gemma":0.0023118453,"teacher_disagreement_score":0.18510649,"about_ca_system_score_codex":0.00437498,"about_ca_system_score_gemma":0.0033567592,"threshold_uncertainty_score":0.99944705},"labels":[],"label_agreement":null},{"id":"W3187306072","doi":"10.1148/radiol.2021204655","title":"Relationship between Twitter and Radiology Journal Citations","year":2021,"lang":"en","type":"article","venue":"Radiology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton; Western University","funders":"","keywords":"Medicine; Social media; Library science; Citation; Family medicine; Political science; Law","score_opus":0.24441705467170852,"score_gpt":0.45061840246613866,"score_spread":0.20620134779443014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3187306072","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95045793,0.0011701572,0.00048773378,0.041285012,0.0038107345,0.00017037032,0.000001944601,0.000028239256,0.0025879045],"genre_scores_gemma":[0.9933175,0.00021544381,0.0020851167,0.00058543275,0.0034987053,0.000051791503,0.000014768227,0.000006886264,0.00022435887],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978934,0.00133971,0.00023070947,0.00015149936,0.00009630274,0.00028836136],"domain_scores_gemma":[0.9917913,0.007684482,0.000102486345,0.00008724995,0.00014744585,0.00018702146],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0009559195,0.000055980734,0.00016405924,0.000090453505,0.000800801,0.000029654764,0.00008635335,0.00022420532,0.00017118579],"category_scores_gemma":[0.012568222,0.00006110742,0.00003006177,0.00027116455,0.000403171,0.00009863691,0.000012864884,0.00031876986,0.00003894473],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000014214495,0.0000057154634,0.9438534,0.0000035398778,0.000007780434,0.0000051419506,0.018678678,6.2084564e-7,0.000009197868,0.03146935,0.0038053254,0.002159872],"study_design_scores_gemma":[0.00013979801,0.0000218505,0.9021406,0.0000034230852,0.000017331671,0.00009149981,0.0033499794,7.337279e-7,0.0000023753062,0.032863032,0.0613101,0.000059276234],"about_ca_topic_score_codex":0.00015073566,"about_ca_topic_score_gemma":0.00020134563,"teacher_disagreement_score":0.057504773,"about_ca_system_score_codex":0.00015050749,"about_ca_system_score_gemma":0.0007225951,"threshold_uncertainty_score":0.99574935},"labels":[],"label_agreement":null},{"id":"W3191749973","doi":"10.2196/18483","title":"Using Social Media as a Research Tool for a Bespoke Web-Based Platform for Stakeholders of Children With Congenital Anomalies: Development Study","year":2021,"lang":"en","type":"article","venue":"JMIR Pediatrics and Parenting","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Ulster University; European Commission","keywords":"Bespoke; Social media; Stakeholder; Coproduction; Creativity; Stakeholder engagement; Public relations; Psychology; Medical education; Business; Medicine; Political science; World Wide Web; Advertising; Computer science","score_opus":0.3740908541588067,"score_gpt":0.45708632365491836,"score_spread":0.08299546949611164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3191749973","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99557436,0.0001485906,0.000087184315,0.00011744875,0.00051330857,0.0034363503,0.000049100567,0.000020852085,0.000052823725],"genre_scores_gemma":[0.99313366,0.00001315032,0.003993762,0.000014239081,0.0013096733,0.0014478115,0.000055119493,0.000021097092,0.000011507834],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99800336,0.000136827,0.00037431967,0.0002963326,0.0006762924,0.0005128861],"domain_scores_gemma":[0.9951698,0.0035469742,0.00022049055,0.000077079116,0.0008718845,0.00011376892],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0022147135,0.00011038748,0.00022447333,0.00018378599,0.0015149955,0.000119584496,0.000117517404,0.000113529364,0.0000147741175],"category_scores_gemma":[0.003027895,0.00011533645,0.0000456584,0.0007202659,0.0001463905,0.00012628283,0.000035811026,0.0001344668,3.937777e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000102875194,0.0003331142,0.83932513,0.00017376406,0.00004572294,0.000001014659,0.14841063,0.0000023707369,0.00001722997,0.000342902,0.00008516765,0.011160062],"study_design_scores_gemma":[0.0057423217,0.0005375074,0.6094882,0.00006833465,0.00025352777,0.0000012582144,0.37765545,0.00019958883,0.00024923994,0.0003350066,0.00481396,0.00065564073],"about_ca_topic_score_codex":0.0004883872,"about_ca_topic_score_gemma":0.0042024674,"teacher_disagreement_score":0.22983697,"about_ca_system_score_codex":0.00017329761,"about_ca_system_score_gemma":0.0045913816,"threshold_uncertainty_score":0.9997849},"labels":[],"label_agreement":null},{"id":"W3191780243","doi":"10.1007/s10072-021-05549-9","title":"Neurology podcast utilization during the COVID-19 pandemic","year":2021,"lang":"en","type":"article","venue":"Neurological Sciences","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; University of Manitoba","funders":"National Cancer Institute","keywords":"Coronavirus disease 2019 (COVID-19); Download; Neurology; Pandemic; Neuroradiology; Medicine; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Neurosurgery; Retrospective cohort study; Pediatric Neurology; Family medicine; Psychology; Internal medicine; Pediatrics; Disease; Psychiatry; World Wide Web; Infectious disease (medical specialty); Computer science","score_opus":0.42847141330254257,"score_gpt":0.47711184704994447,"score_spread":0.0486404337474019,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3191780243","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8794396,0.00022223128,0.00003204282,0.11326322,0.0028474804,0.00034639833,0.000001249173,0.00014675071,0.0037010126],"genre_scores_gemma":[0.97671396,0.0005455189,0.000046407757,0.02172008,0.0007664605,0.0001235286,0.0000013006871,0.0000036099575,0.00007913904],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996553,0.001713747,0.0002093533,0.00044572828,0.0005661626,0.00051202375],"domain_scores_gemma":[0.99521995,0.004153245,0.00010845918,0.0001461263,0.00008222991,0.00028998483],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0017560534,0.00008460123,0.00011731178,0.000041295014,0.0029529955,0.000118630924,0.0005129739,0.00015967446,0.000705411],"category_scores_gemma":[0.021838702,0.00005796569,0.000045774494,0.001275889,0.0018777136,0.00014791374,0.00009459453,0.0002919124,0.000043361848],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012407172,0.000036381625,0.97681296,0.000005103735,9.2115977e-7,0.000017452061,0.0032991935,0.00007616537,0.00008188612,0.015713198,0.00019148318,0.0037528612],"study_design_scores_gemma":[0.00011260132,0.00013060833,0.68195355,8.8229774e-7,0.0000047232743,0.00004095251,0.00087927375,0.00006427389,0.000010890112,0.005070333,0.31164122,0.00009070261],"about_ca_topic_score_codex":0.0007436363,"about_ca_topic_score_gemma":0.0036256867,"teacher_disagreement_score":0.31144974,"about_ca_system_score_codex":0.000054145134,"about_ca_system_score_gemma":0.00092683104,"threshold_uncertainty_score":0.998345},"labels":[],"label_agreement":null},{"id":"W3192352967","doi":"10.2196/28495","title":"Rates of Assessment of Social Media Use in Psychiatric Interviews Prior to and During COVID-19: Needs Assessment Survey","year":2021,"lang":"en","type":"article","venue":"JMIR Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Complementary and Integrative Health","keywords":"Social distance; Social media; Mental health; Psychology; Psychiatry; Interpersonal communication; Sociocultural evolution; Pandemic; Medicine; Coronavirus disease 2019 (COVID-19); Social psychology; Sociology; Political science","score_opus":0.12482996654472381,"score_gpt":0.5269305763520823,"score_spread":0.4021006098073585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3192352967","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9731463,0.00015341546,0.0000521012,0.021861969,0.0035986858,0.00095547637,0.00000974085,0.000013453176,0.00020881263],"genre_scores_gemma":[0.99602246,0.0002774005,0.0015665414,0.0007518358,0.00061673834,0.00066348165,0.00006188156,0.0000107693695,0.000028904331],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962733,0.001583124,0.00072024006,0.0002451904,0.0009180189,0.00026016412],"domain_scores_gemma":[0.995268,0.0032456827,0.00032518976,0.00015003374,0.0003714302,0.00063969626],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003358264,0.0001030525,0.00033420825,0.00035913876,0.00019723753,0.000033382294,0.00019063421,0.0002099603,0.00058476673],"category_scores_gemma":[0.029094102,0.00011145656,0.0000437664,0.0018129295,0.00020998745,0.0001724417,0.00006265275,0.0002523635,0.0000014283934],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015998798,0.0008385675,0.84741646,0.0003132509,0.000007951318,4.6998153e-7,0.1284576,4.6242133e-7,0.00004617484,0.0041798665,0.0012126989,0.017510504],"study_design_scores_gemma":[0.00034121145,0.000022944514,0.9672635,0.00008393016,0.000008622902,4.7232692e-7,0.028855588,0.000008976958,0.000017337296,0.00023708472,0.00307135,0.00008895945],"about_ca_topic_score_codex":0.010562954,"about_ca_topic_score_gemma":0.03670272,"teacher_disagreement_score":0.119847074,"about_ca_system_score_codex":0.0007240897,"about_ca_system_score_gemma":0.01895205,"threshold_uncertainty_score":0.9960258},"labels":[],"label_agreement":null},{"id":"W3194152616","doi":"10.2196/mhealth.9122","title":"BatstonePublic Perception of Artificial Intelligence in Medical Care: A Social Media Content Analysis (Preprint)","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Social media; Perception; Psychology; Content analysis; Internet privacy; mHealth; Content (measure theory); Computer science; Multimedia; Applied psychology; World Wide Web; Sociology; Psychological intervention; Psychiatry","score_opus":0.28307362245365464,"score_gpt":0.501696094370103,"score_spread":0.21862247191644835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3194152616","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9753848,0.00025732018,0.0001681518,0.020852186,0.0017097684,0.001017099,0.000011107168,0.00003514946,0.0005644682],"genre_scores_gemma":[0.99650466,0.0014470648,0.00025511582,0.00024369382,0.0011879515,0.00032914875,0.000018946288,0.000009758623,0.0000036563144],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9964868,0.00062613137,0.00086056715,0.0004138514,0.0009696687,0.00064298825],"domain_scores_gemma":[0.99699837,0.0010046177,0.0006556493,0.00031009712,0.0002955829,0.00073571026],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003514648,0.00013206807,0.00050205167,0.00040660804,0.0014735602,0.000076436765,0.00044756723,0.00035624584,0.00031647392],"category_scores_gemma":[0.0064268094,0.00013986632,0.00009552322,0.00060642447,0.0009034007,0.00023515153,0.00007206341,0.00043349352,0.000010925067],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006522643,0.00013550412,0.16810317,0.00027932425,0.000011680802,0.0000014239629,0.27577126,4.9845085e-7,0.0000023165285,0.017592879,0.000027553255,0.53800917],"study_design_scores_gemma":[0.00013285034,0.000044664765,0.91691434,0.000035916644,0.00004950196,2.8623228e-7,0.081071034,0.00014674767,0.0000017670868,0.0011601809,0.00033891844,0.0001037746],"about_ca_topic_score_codex":0.04863139,"about_ca_topic_score_gemma":0.11250089,"teacher_disagreement_score":0.7488112,"about_ca_system_score_codex":0.00063393835,"about_ca_system_score_gemma":0.0027463264,"threshold_uncertainty_score":0.9998264},"labels":[],"label_agreement":null},{"id":"W3196237643","doi":"10.4300/jgme-d-21-00590","title":"Infographics and Visual Abstracts","year":2021,"lang":"en","type":"article","venue":"Journal of Graduate Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Infographic; Dissemination; Computer science; Process (computing); Multimedia; Workload; Information Dissemination; World Wide Web; Data science","score_opus":0.10891769588236848,"score_gpt":0.4686383952012664,"score_spread":0.3597206993188979,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3196237643","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90838754,0.001044639,0.000037151876,0.07862987,0.010372035,0.00010917052,1.7789176e-7,0.000008463788,0.0014109206],"genre_scores_gemma":[0.9891735,0.0050364556,0.00071094336,0.0015013253,0.003499701,0.000012944992,0.0000031292195,0.0000066439143,0.000055372228],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9978428,0.0003132315,0.00047616655,0.00008221763,0.0011107575,0.000174854],"domain_scores_gemma":[0.996902,0.0010441012,0.0003743078,0.00004780768,0.00097251544,0.00065927586],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0023797555,0.00005707401,0.00014780207,0.00013325426,0.00022268516,0.000057104855,0.000095334515,0.00014327196,0.00017711954],"category_scores_gemma":[0.040049013,0.000054609696,0.000050614082,0.0004755254,0.00025173443,0.00024247836,0.0000121159055,0.00040061507,0.000005973204],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019034978,0.00086789636,0.05447034,0.000082604274,0.000041053052,0.00002134196,0.040794913,4.3958926e-7,0.00003284249,0.008446199,0.012283269,0.88294005],"study_design_scores_gemma":[0.00048359117,0.00013105645,0.6483217,0.0004113878,0.00008477332,0.0001362158,0.03975747,0.000016929209,0.00013165895,0.012758563,0.29757774,0.00018893227],"about_ca_topic_score_codex":0.0005365272,"about_ca_topic_score_gemma":0.00046328185,"teacher_disagreement_score":0.8827511,"about_ca_system_score_codex":0.000115441435,"about_ca_system_score_gemma":0.012038084,"threshold_uncertainty_score":0.99356276},"labels":[],"label_agreement":null},{"id":"W3196261481","doi":"10.2196/30237","title":"Using the Think-Aloud Method to Assess the Feasibility and Acceptability of Network Canvas Among Black Men Who Have Sex With Men and Transgender Persons: Qualitative Analysis","year":2021,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Drug Abuse; National Institute of Mental Health","keywords":"Transgender; Social network (sociolinguistics); Think aloud protocol; Thematic analysis; Psychology; Applied psychology; Usability; Social psychology; Qualitative research; Medical education; Developmental psychology; Computer science; Social media; Medicine; World Wide Web; Sociology","score_opus":0.46770098413477673,"score_gpt":0.6074361235382243,"score_spread":0.13973513940344756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3196261481","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97851926,0.00021893797,0.0048947497,0.0052620955,0.000025186775,0.0028875195,0.000031965024,0.000010865706,0.008149395],"genre_scores_gemma":[0.99714106,0.00006659437,0.0022192653,0.000047128546,0.00013509224,0.00024915155,0.000004139881,0.000009429335,0.00012813532],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9819295,0.015493921,0.00035805503,0.00037369048,0.0012611742,0.0005836894],"domain_scores_gemma":[0.9842488,0.013931546,0.0001620118,0.00037023475,0.0010416489,0.0002457504],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.023344286,0.0001323638,0.0003965128,0.00010833716,0.001744474,0.00018312817,0.0003000414,0.00011440617,0.00011630453],"category_scores_gemma":[0.0020640981,0.00008022381,0.0000677662,0.0027071214,0.0022865357,0.00042373617,0.00012969515,0.00058123143,4.7347663e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043138527,0.000042054777,0.10325201,0.00007148207,0.0002106173,2.6794115e-7,0.8931193,0.00010173916,0.0000048861484,0.00080257474,0.00037261835,0.0019793205],"study_design_scores_gemma":[0.000108464366,0.000055770204,0.3309559,0.00001343593,0.000058945592,1.750461e-7,0.66283417,0.004389868,0.000055806777,0.0014000442,0.00006258418,0.000064864835],"about_ca_topic_score_codex":0.028050704,"about_ca_topic_score_gemma":0.02513665,"teacher_disagreement_score":0.23028514,"about_ca_system_score_codex":0.00054152525,"about_ca_system_score_gemma":0.0011199742,"threshold_uncertainty_score":0.9995551},"labels":[],"label_agreement":null},{"id":"W3196427230","doi":"10.2196/31657","title":"Comparing Social Media and In-Person Recruitment: Lessons Learned From Recruiting Substance-Using, Sexual and Gender Minority Adolescents and Young Adults for a Randomized Control Trial","year":2021,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Sexual minority; Population; Men who have sex with men; Young adult; Intervention (counseling); Randomized controlled trial; Sexual orientation; Medicine; Transgender; Social media; Gerontology; Psychology; Human immunodeficiency virus (HIV); Family medicine; Environmental health; Social psychology; Psychiatry","score_opus":0.41262509958074955,"score_gpt":0.4428410063351689,"score_spread":0.03021590675441932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3196427230","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97647685,0.005167164,0.00006033882,0.011652325,0.0015381412,0.0049472023,0.00005618003,0.000038331604,0.000063477724],"genre_scores_gemma":[0.9945294,0.0021495544,0.00023541546,0.00036816092,0.001295109,0.0013478374,0.00005340577,0.000014939334,0.0000061686683],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9954495,0.0023186642,0.00055210287,0.00059566664,0.00033144603,0.0007526391],"domain_scores_gemma":[0.9949945,0.0037317302,0.00036540232,0.00009325624,0.00019776654,0.000617295],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0044902493,0.00018423215,0.00089001935,0.00009297838,0.0010200936,0.00021081034,0.00007010688,0.00021435776,0.0000048466086],"category_scores_gemma":[0.006756977,0.00020123739,0.000036168847,0.00026948447,0.00038691366,0.00022444595,0.00002284142,0.00027436268,1.4270914e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.029459983,0.0001153744,0.66318786,0.0005649907,0.000029972583,0.0000019553231,0.22653142,6.08492e-8,0.000004805988,0.00069839566,0.000066270884,0.079338916],"study_design_scores_gemma":[0.43661052,0.00006964891,0.49731022,0.00009543333,0.000010174536,0.0000025002676,0.061313264,0.0014116053,2.5601838e-7,0.0009695321,0.001796586,0.00041027024],"about_ca_topic_score_codex":0.005290503,"about_ca_topic_score_gemma":0.05425903,"teacher_disagreement_score":0.40715054,"about_ca_system_score_codex":0.0002559471,"about_ca_system_score_gemma":0.0012717919,"threshold_uncertainty_score":0.9629983},"labels":[],"label_agreement":null},{"id":"W3196833043","doi":"10.2196/25405","title":"Collecting Social Media Information in a Substance Use Intervention Trial With Adolescent Girls With Lifetime Substance Use History: Observational Study","year":2021,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Drug Abuse","keywords":"Social media; Intervention (counseling); Observational study; Ethnic group; Substance use; Psychology; Medicine; Clinical psychology; Psychiatry; Political science","score_opus":0.4842181437074459,"score_gpt":0.4956721521227352,"score_spread":0.011454008415289263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3196833043","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9928387,0.000054056753,0.0000923906,0.0010884597,0.0011408393,0.004490844,0.000016253965,0.000056544464,0.00022191842],"genre_scores_gemma":[0.9955906,0.00003078295,0.0002745871,0.00006121614,0.0004890981,0.0033263667,0.0000915664,0.000018539902,0.00011723628],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99302155,0.0027069494,0.0007041196,0.0002905735,0.00253899,0.0007378155],"domain_scores_gemma":[0.99253935,0.0041097407,0.00042210586,0.00019487648,0.0025406785,0.00019324169],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0042768936,0.0001726006,0.00032201974,0.00045900623,0.0009905385,0.00038275207,0.00026409203,0.00015591607,0.00012220994],"category_scores_gemma":[0.0050645173,0.0001650628,0.00005427339,0.0028552234,0.0004484035,0.004988826,0.00003779148,0.0008938146,0.000027357948],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007575552,0.001423656,0.20502548,0.00010128174,0.000029551758,0.00001038472,0.77911115,0.00000919586,0.0000040994682,0.0015535658,0.002541498,0.0026146132],"study_design_scores_gemma":[0.014032087,0.000570204,0.83490103,0.00038325918,0.000009122339,8.61036e-7,0.1398845,0.00007167219,0.000018903698,0.00008293506,0.009798913,0.00024651093],"about_ca_topic_score_codex":0.0036220024,"about_ca_topic_score_gemma":0.0893416,"teacher_disagreement_score":0.6392266,"about_ca_system_score_codex":0.00542473,"about_ca_system_score_gemma":0.003172078,"threshold_uncertainty_score":0.9983933},"labels":[],"label_agreement":null},{"id":"W3197302122","doi":"10.7861/clinmed.2021-0357","title":"The public’s attitude towards doctors’ use of Twitter and perceived professionalism: an exploratory study","year":2021,"lang":"en","type":"article","venue":"Clinical Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Newborn Screening Ontario","funders":"","keywords":"Medicine; Exploratory research; Social media; Public opinion; Medical education; World Wide Web","score_opus":0.6212768336476426,"score_gpt":0.5791792218614059,"score_spread":0.04209761178623672,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3197302122","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9123914,0.00046195873,0.000003534949,0.077672966,0.008511802,0.0007849185,0.0000010521347,0.000028313649,0.0001440043],"genre_scores_gemma":[0.99406713,0.000957449,0.00010328137,0.0018635419,0.0025910325,0.00020389126,0.00000615348,0.000010463167,0.0001970708],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9950348,0.002966249,0.0007508152,0.0003017832,0.0006811057,0.0002652224],"domain_scores_gemma":[0.98864335,0.009705849,0.00022592348,0.00035789082,0.00070178194,0.000365193],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.005387414,0.00009200586,0.00032467328,0.000033260494,0.00055364135,0.00003844906,0.00022118536,0.00014594685,0.00020490868],"category_scores_gemma":[0.054536305,0.00005861996,0.000037281075,0.00032264096,0.001565538,0.00026297086,0.00008269503,0.00034467006,0.0000052006953],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033573393,0.00075570284,0.7738159,0.000020907666,0.000036187877,0.000012261503,0.1722251,2.188175e-8,0.000023855686,0.0016368355,0.004117081,0.04732263],"study_design_scores_gemma":[0.0004857073,0.00028832888,0.78460014,0.00006159286,0.000028207975,4.3832617e-7,0.13116792,0.000001955616,0.000001242493,0.00041833997,0.08288661,0.000059534665],"about_ca_topic_score_codex":0.0008173706,"about_ca_topic_score_gemma":0.004857096,"teacher_disagreement_score":0.08167567,"about_ca_system_score_codex":0.000057333684,"about_ca_system_score_gemma":0.0012537916,"threshold_uncertainty_score":0.95342773},"labels":[],"label_agreement":null},{"id":"W3197916859","doi":"10.1007/s13671-021-00341-6","title":"Social Media for Marketing and Business Promotion in Dermatology","year":2021,"lang":"en","type":"article","venue":"Current Dermatology Reports","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"Pfizer Pharmaceuticals","keywords":"Social media; Influencer marketing; Medicine; Promotion (chess); Social media optimization; Social marketing; The Internet; Public relations; Dermatology; Marketing; Business; Relationship marketing; Marketing management; Political science; Pathology","score_opus":0.130618929763085,"score_gpt":0.4246440094300811,"score_spread":0.2940250796669961,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3197916859","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96209997,0.0028133218,0.00009990284,0.022226494,0.011355456,0.0009001798,0.000001789646,0.00006731956,0.0004355776],"genre_scores_gemma":[0.99759734,0.0004520456,0.00031896235,0.000049252805,0.00064759154,0.00084694946,0.00007032067,0.00001306897,0.0000044764865],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977422,0.0007134295,0.0005488237,0.00035750456,0.00018004885,0.00045801466],"domain_scores_gemma":[0.9967764,0.0023009225,0.00030518576,0.000103916536,0.00040652946,0.0001070439],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00082496356,0.00010759255,0.00032262417,0.00012339922,0.00046781226,0.0000308049,0.000058346974,0.00025627323,0.000026820702],"category_scores_gemma":[0.018189557,0.00013097071,0.000035892455,0.0004949684,0.00030879295,0.00015086791,0.00003759699,0.0001757691,0.000001974607],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001679893,0.00019707637,0.88752776,0.00056076376,0.000008318537,0.0003435403,0.029777255,1.3302636e-7,0.000025065483,0.005576986,0.0025350717,0.07343124],"study_design_scores_gemma":[0.00068774953,0.00000374534,0.77893144,0.0001915633,0.00005262828,0.0025566728,0.0059835818,0.000030476547,0.00023533622,0.02241376,0.18850723,0.000405822],"about_ca_topic_score_codex":0.000058103888,"about_ca_topic_score_gemma":0.001806246,"teacher_disagreement_score":0.18597217,"about_ca_system_score_codex":0.00011727585,"about_ca_system_score_gemma":0.0010461033,"threshold_uncertainty_score":0.99008065},"labels":[],"label_agreement":null},{"id":"W3199213966","doi":"10.2196/29748","title":"Integration of Web Analytics Into Graduate Medical Education: Usability Study","year":2021,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Analytics; Session (web analytics); Usability; Page view; Web analytics; World Wide Web; Computer science; Web page; Web development; Static web page; Data science; Web application security","score_opus":0.3391550663324153,"score_gpt":0.6017190590364238,"score_spread":0.26256399270400843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3199213966","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9750593,0.0000732288,0.00003628762,0.01408435,0.0017687762,0.0013775852,0.000002225961,0.000024053783,0.007574236],"genre_scores_gemma":[0.9979509,0.00015168333,0.00021363638,0.00005281332,0.00051592407,0.0009794596,0.000015978696,0.000006521069,0.000113051756],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9928884,0.0032124908,0.00050353084,0.00021514286,0.0028164603,0.00036399587],"domain_scores_gemma":[0.9929883,0.0028485265,0.00012670828,0.00029688323,0.0033935944,0.0003459897],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.008624729,0.00007599947,0.0002029899,0.0002297665,0.0006868602,0.00006339113,0.00034924844,0.00013453756,0.0007145679],"category_scores_gemma":[0.029375061,0.00007237725,0.00005221353,0.0024637177,0.000805564,0.00041223675,0.00010965016,0.0006414594,0.000066185115],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023315966,0.0032266655,0.050882652,0.0001378052,0.000023640883,0.0000015292667,0.7585615,3.0863276e-7,0.00005360975,0.0192038,0.0056209834,0.16226417],"study_design_scores_gemma":[0.0003479028,0.00032094822,0.29812294,0.0001380115,0.000008464688,7.035786e-7,0.67491436,0.0003069492,0.00037923735,0.013806868,0.011522849,0.00013075255],"about_ca_topic_score_codex":0.0058707125,"about_ca_topic_score_gemma":0.015150183,"teacher_disagreement_score":0.24724028,"about_ca_system_score_codex":0.00082438166,"about_ca_system_score_gemma":0.014745396,"threshold_uncertainty_score":0.9908401},"labels":[],"label_agreement":null},{"id":"W3199620946","doi":"10.1186/s12931-021-01843-4","title":"The opportunities and challenges of social media in interstitial lung disease: a viewpoint","year":2021,"lang":"en","type":"review","venue":"Respiratory Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Misinformation; Social media; Internet privacy; Public relations; Interstitial lung disease; Health care; Medicine; Business; Political science; Computer science; World Wide Web","score_opus":0.7930972029960787,"score_gpt":0.5911479371032714,"score_spread":0.20194926589280726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3199620946","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00005153412,0.98950857,1.0341463e-7,0.0057614916,0.0013965623,0.0015944955,0.000023945182,0.000014382012,0.0016488978],"genre_scores_gemma":[0.00006699373,0.9956859,0.0000021591386,0.000020279138,0.0022330617,0.0019174383,0.000008508708,0.00003124628,0.00003444861],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9877427,0.009022791,0.0007233453,0.0003856238,0.0014277613,0.0006977748],"domain_scores_gemma":[0.9789126,0.019648932,0.00026144847,0.00029403542,0.0005158907,0.00036707567],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.012009442,0.00018492981,0.00090074755,0.0004389818,0.000964511,0.00011182889,0.0005869734,0.0003664581,0.00007818129],"category_scores_gemma":[0.021097079,0.00015163062,0.0001717451,0.00075112586,0.0021880153,0.000103565595,0.00025717038,0.0010042355,0.000006585692],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000070833544,0.00003102823,0.000008995439,0.008205646,0.000018743083,0.00001849521,0.024319338,2.435038e-9,1.2235179e-8,0.07790714,0.0006542898,0.88882923],"study_design_scores_gemma":[0.00005846417,0.000013700064,0.00011608158,0.0053775096,0.00003303082,2.0190777e-7,0.028939258,2.498593e-7,3.4789856e-8,0.00027320854,0.9650724,0.00011586548],"about_ca_topic_score_codex":0.00024628823,"about_ca_topic_score_gemma":0.0052249627,"teacher_disagreement_score":0.9644181,"about_ca_system_score_codex":0.0007786676,"about_ca_system_score_gemma":0.010131865,"threshold_uncertainty_score":0.99547976},"labels":[],"label_agreement":null},{"id":"W3199715624","doi":"10.1007/s40596-021-01538-4","title":"Utilization of Moderate-Duration Summary Podcasts Compared to Long-Duration Podcasts for Psychiatry Education by Canadian Pre-clerkship Medical Students","year":2021,"lang":"en","type":"article","venue":"Academic Psychiatry","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Duration (music); Medicine; Medical education; Family medicine; Psychology","score_opus":0.07521002613228024,"score_gpt":0.4416553394002265,"score_spread":0.36644531326794627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3199715624","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8684943,0.0033538765,0.0023466118,0.08892895,0.032441486,0.0034860214,0.000102943115,0.000096108095,0.0007497233],"genre_scores_gemma":[0.98306286,0.0007163618,0.0030088213,0.006352349,0.004143372,0.0011462519,0.0011774566,0.00005382155,0.00033869167],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99547553,0.00057910103,0.00115344,0.000596,0.0015236895,0.0006722197],"domain_scores_gemma":[0.9969024,0.0004651617,0.0004958923,0.00031905159,0.0007480513,0.0010694214],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0019059705,0.00023840037,0.00034568235,0.0002944036,0.0007946534,0.00009589613,0.0007156232,0.00085217616,0.00017931212],"category_scores_gemma":[0.0037157228,0.00029992923,0.00009360873,0.0011571663,0.00012133534,0.00050651893,0.00004331566,0.00050607446,0.000023974275],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001471963,0.00048198362,0.77858436,0.00024360101,0.000047342288,2.1176926e-7,0.013430654,0.000022067456,0.000076577344,0.012125715,0.1749851,0.0198552],"study_design_scores_gemma":[0.002397513,0.00023228356,0.88088864,0.0017975727,0.00021833801,0.000011105084,0.020324081,0.0012781967,0.000510489,0.01828118,0.07282711,0.0012335174],"about_ca_topic_score_codex":0.039994765,"about_ca_topic_score_gemma":0.33196968,"teacher_disagreement_score":0.29197493,"about_ca_system_score_codex":0.0007702416,"about_ca_system_score_gemma":0.019339668,"threshold_uncertainty_score":0.9999453},"labels":[],"label_agreement":null},{"id":"W3200551488","doi":"10.2196/31791","title":"Impact of the COVID-19 Pandemic on a Physician Group’s WhatsApp Chat: Qualitative Content Analysis","year":2021,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Social media; Coronavirus disease 2019 (COVID-19); Pandemic; Promotion (chess); Medicine; Health care; Family medicine; Political science; World Wide Web; Computer science","score_opus":0.5400736247275972,"score_gpt":0.6268061638589595,"score_spread":0.08673253913136225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3200551488","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9870816,0.00011739921,0.000069325724,0.0074200956,0.00042099148,0.00138309,0.00006349996,0.00002584132,0.0034181501],"genre_scores_gemma":[0.99812007,0.00016284989,0.00001417342,0.00037014848,0.00022342388,0.00095681864,0.00002419259,0.000008339872,0.00011998421],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99013823,0.006920882,0.00037048268,0.00024083671,0.001715474,0.0006141024],"domain_scores_gemma":[0.98870575,0.009208031,0.00026562152,0.00035135073,0.0011109887,0.00035826478],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0060198014,0.00011188773,0.00032842872,0.00033415738,0.0011369762,0.00007486627,0.0004295502,0.000121912606,0.00021307128],"category_scores_gemma":[0.009547467,0.000078871155,0.0003704297,0.005039154,0.0010312984,0.00033128948,0.00009902408,0.0005814328,0.0000492527],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059122853,0.0003473802,0.056978922,0.000053007578,0.0002854881,6.8892626e-7,0.92170686,0.000012860522,0.00012398526,0.014609092,0.001153275,0.00466934],"study_design_scores_gemma":[0.0004065361,0.0003079815,0.42015433,0.000053795167,0.000034772627,2.309569e-7,0.5696209,0.00004893188,0.00007161135,0.0046774433,0.0044967206,0.00012670433],"about_ca_topic_score_codex":0.01962438,"about_ca_topic_score_gemma":0.009028571,"teacher_disagreement_score":0.36317542,"about_ca_system_score_codex":0.0026081163,"about_ca_system_score_gemma":0.0029372727,"threshold_uncertainty_score":0.9987955},"labels":[],"label_agreement":null},{"id":"W3200557289","doi":"10.2196/29958","title":"Using Patient-Generated Health Data From Twitter to Identify, Engage, and Recruit Cancer Survivors in Clinical Trials in Los Angeles County: Evaluation of a Feasibility Study","year":2021,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"USC Norris Comprehensive Cancer Center; National Institutes of Health; Southern California Clinical and Translational Science Institute; National Center for Advancing Translational Sciences; University of Southern California","keywords":"Cancer; Medicine; Social media; Clinical trial; Colorectal cancer; Breast cancer; Lung cancer; Family medicine; Cancer survivor; Prostate cancer; Gerontology; Oncology; Internal medicine; World Wide Web","score_opus":0.9229272852342361,"score_gpt":0.748581104089987,"score_spread":0.17434618114424905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3200557289","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98890954,0.00070073904,0.00000781848,0.0011299934,0.0010821692,0.007574154,0.00055180455,0.000006412391,0.000037373204],"genre_scores_gemma":[0.9981223,0.00023016862,0.0001244079,0.00007332208,0.00023891439,0.0010854687,0.00011549467,0.000008562723,0.0000014049691],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.8988587,0.09497869,0.0022062585,0.0006508206,0.0027017572,0.0006037689],"domain_scores_gemma":[0.98294854,0.014186948,0.0004578593,0.00046568533,0.0017011501,0.000239844],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.15424706,0.000090977526,0.00061147043,0.0003197593,0.00032699836,0.0000911459,0.00028787498,0.00012682464,0.00013845961],"category_scores_gemma":[0.06912568,0.000089566835,0.00002819523,0.0020482622,0.00021903838,0.0005353516,0.0002699075,0.00061281107,0.0000018885958],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000116264026,0.0008924648,0.71041954,0.00005525021,0.000015614518,8.9179997e-7,0.24457473,0.000008736454,0.00006271886,0.00000536944,0.0009668554,0.042881567],"study_design_scores_gemma":[0.0008700075,0.0001235871,0.8374934,0.00019557544,0.0000073623883,3.104093e-8,0.15941362,0.0011869977,0.00004171428,0.00035251727,0.00024605027,0.000069108835],"about_ca_topic_score_codex":0.24413206,"about_ca_topic_score_gemma":0.6719504,"teacher_disagreement_score":0.42781833,"about_ca_system_score_codex":0.0016819269,"about_ca_system_score_gemma":0.006059435,"threshold_uncertainty_score":0.99957526},"labels":[],"label_agreement":null},{"id":"W3200993721","doi":"10.36834/cmej.72490","title":"Systems to support scholarly social media: a qualitative exploration of enablers and barriers to new scholarship in academic medicine","year":2021,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of British Columbia; McMaster University","funders":"","keywords":"Social media; Snowball sampling; Grounded theory; Rigour; Scholarship; Sociology; Public relations; Knowledge management; Qualitative research; Medicine; Computer science; Social science; World Wide Web; Political science","score_opus":0.2209555870674816,"score_gpt":0.48474161092959617,"score_spread":0.2637860238621146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3200993721","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4586611,0.0012079619,0.00014502107,0.5244256,0.013490805,0.00081239705,0.0000069464877,0.000013084679,0.0012370276],"genre_scores_gemma":[0.9635766,0.0006188447,0.00062124955,0.025885785,0.008720496,0.00021001106,0.000023452407,0.00002694105,0.00031658268],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9952569,0.0016296549,0.00079560286,0.0002612993,0.0015016344,0.0005548977],"domain_scores_gemma":[0.9782702,0.0013391217,0.00023150431,0.000103832324,0.0012499365,0.018805437],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007996883,0.00012228164,0.0003266906,0.0008448492,0.00058419484,0.00013989897,0.00032799895,0.00043074408,0.0042336634],"category_scores_gemma":[0.42711702,0.00013620689,0.000028596602,0.001789125,0.00027769525,0.0012188859,0.0000169223,0.001213699,0.000024052177],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011241519,0.000011626135,0.0029203522,0.000027668957,0.000008675228,0.000009942695,0.89698654,0.0000014518395,0.00002162124,0.01306556,0.04485759,0.042077743],"study_design_scores_gemma":[0.00040002025,0.00006355783,0.0067251623,0.0005279051,0.000016170266,0.000017877754,0.8171027,9.832644e-7,0.00000837786,0.004958473,0.17002085,0.00015798151],"about_ca_topic_score_codex":0.103426926,"about_ca_topic_score_gemma":0.35350603,"teacher_disagreement_score":0.50491554,"about_ca_system_score_codex":0.0018540483,"about_ca_system_score_gemma":0.2300684,"threshold_uncertainty_score":0.9966766},"labels":[],"label_agreement":null},{"id":"W3201374360","doi":"10.2196/30607","title":"Using Instagram to Enhance a Hematology and Oncology Teaching Module During the COVID-19 Pandemic: Cross-sectional Study","year":2021,"lang":"en","type":"article","venue":"JMIR Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medical education; Curriculum; Coronavirus disease 2019 (COVID-19); Pandemic; Higher education; Internal medicine; Medicine; Oncology; Psychology; Family medicine; Disease; Pedagogy; Political science","score_opus":0.13895684065446792,"score_gpt":0.5646598304630918,"score_spread":0.42570298980862387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3201374360","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96977204,0.00017530732,0.00020301667,0.02274803,0.0051692086,0.0013899123,9.869423e-7,0.00006463908,0.00047686114],"genre_scores_gemma":[0.99145764,0.000035259163,0.00054387643,0.0044280663,0.0019276716,0.0014567355,0.0000054202333,0.000010061501,0.00013526421],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968692,0.0013744235,0.00038625541,0.00038175253,0.0006555503,0.0003328201],"domain_scores_gemma":[0.9968716,0.0019028998,0.00014627592,0.00017667585,0.00019205778,0.0007104739],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0028030474,0.00009294238,0.00017567837,0.00008306288,0.0016413088,0.000087202265,0.00020691854,0.0002566442,0.00033978955],"category_scores_gemma":[0.034805976,0.000084875275,0.000027559774,0.00040316812,0.00033952988,0.00014149217,0.00008458032,0.0005320471,0.000012149023],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001624514,0.00060407806,0.8849096,0.00003872538,0.000008157138,0.000002874785,0.09699982,0.000004018272,0.000046737714,0.002641854,0.00018407646,0.014543836],"study_design_scores_gemma":[0.00030919941,0.00006685062,0.8582455,0.000026677737,0.000010292636,0.00010553765,0.05449256,0.00004019435,0.000012860438,0.0010729013,0.085465565,0.00015183949],"about_ca_topic_score_codex":0.008709897,"about_ca_topic_score_gemma":0.009629068,"teacher_disagreement_score":0.08528149,"about_ca_system_score_codex":0.001625066,"about_ca_system_score_gemma":0.012398604,"threshold_uncertainty_score":0.9996584},"labels":[],"label_agreement":null},{"id":"W3201633123","doi":"10.2196/24448","title":"Twitter Use by Academic Nuclear Medicine Programs: Pilot Content Analysis Study","year":2021,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Social media; CLARITY; Certification; Medical education; Value (mathematics); Medicine; Psychology; Political science; Computer science; World Wide Web; Chemistry","score_opus":0.5964418900137128,"score_gpt":0.5847054565151121,"score_spread":0.011736433498600762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3201633123","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9749666,0.00019702184,0.000011467867,0.019605638,0.00068201264,0.0027501334,0.0000055845385,0.0000735527,0.0017079951],"genre_scores_gemma":[0.9962738,0.00031744078,0.000030798503,0.0003335856,0.00051171985,0.0017093096,0.00004274598,0.000016769387,0.0007638211],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99267495,0.003388161,0.0004949909,0.00033631353,0.002271177,0.0008344375],"domain_scores_gemma":[0.9948503,0.0027495946,0.00014213713,0.00030325682,0.001518901,0.00043580396],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005484452,0.00012117698,0.0003433534,0.00040951822,0.0011690866,0.0001485392,0.00041468276,0.00013466249,0.0007893487],"category_scores_gemma":[0.005030813,0.000105118415,0.000068264584,0.0046661412,0.00091441337,0.00068378565,0.00013793023,0.0010909401,0.00020831691],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005534286,0.0010767037,0.21083084,0.000033536893,0.00025449484,0.0000063446346,0.73578215,1.5133688e-7,0.00013471516,0.0011740163,0.041748937,0.008902799],"study_design_scores_gemma":[0.00069588673,0.0011318325,0.2739039,0.00006265922,0.00007380458,3.4015585e-7,0.5807425,0.000030711402,0.000022576854,0.00025397056,0.14292088,0.00016093942],"about_ca_topic_score_codex":0.015849043,"about_ca_topic_score_gemma":0.0022216327,"teacher_disagreement_score":0.15503964,"about_ca_system_score_codex":0.0007683242,"about_ca_system_score_gemma":0.0005008163,"threshold_uncertainty_score":0.9907045},"labels":[],"label_agreement":null},{"id":"W3201729893","doi":"10.1111/1756-185x.14196","title":"Online academic community in the Asia‐Pacific countries: The paragon of a metamorphic world","year":2021,"lang":"en","type":"editorial","venue":"International Journal of Rheumatic Diseases","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Outreach; Enthusiasm; Social media; Quarter (Canadian coin); League; Globe; Asia pacific; Pandemic; Medicine; Public relations; Coronavirus disease 2019 (COVID-19); Political science; Media studies; Geography; Business; Sociology; Psychology; Internal medicine","score_opus":0.08217956176842257,"score_gpt":0.4352350635664432,"score_spread":0.35305550179802064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3201729893","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.066093005,0.010087177,0.000011985697,0.025922835,0.89618707,0.00076127634,0.0005018335,0.000011208954,0.0004235927],"genre_scores_gemma":[0.3988277,0.025498709,0.00009600289,0.00032824467,0.5744324,0.00020441502,0.00035474455,0.000040322004,0.00021751173],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9904014,0.0038536557,0.0014875018,0.00012075104,0.0038777264,0.00025896472],"domain_scores_gemma":[0.9509234,0.043208703,0.00320304,0.00032782607,0.0022053758,0.00013164949],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0053979605,0.00019907595,0.00058615714,0.00040973842,0.00032485355,0.00016741376,0.0029855296,0.00027132532,0.00022197202],"category_scores_gemma":[0.066582054,0.00013098204,0.00029695043,0.0006350952,0.0007067663,0.0002944728,0.00009005865,0.002523026,0.0000050605468],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013861916,0.0009236873,0.0055492306,0.0002459964,0.00039786246,0.000022710992,0.06946746,0.000033849137,4.403987e-7,0.002240145,0.9162694,0.0047105676],"study_design_scores_gemma":[0.00059989037,0.00006390807,0.013653856,0.0037569473,0.00030722842,0.000005780794,0.09027371,0.000011361576,0.0000012497209,0.006083352,0.8850621,0.00018062367],"about_ca_topic_score_codex":0.0051755123,"about_ca_topic_score_gemma":0.005359957,"teacher_disagreement_score":0.3327347,"about_ca_system_score_codex":0.00065109355,"about_ca_system_score_gemma":0.0056022676,"threshold_uncertainty_score":0.9997782},"labels":[],"label_agreement":null},{"id":"W3202177491","doi":"10.46743/1540-580x/2021.2059","title":"The Impact of #365Papers: A Daily Scientific Twitter Campaign to Disseminate Exercise Oncology Literature","year":2021,"lang":"en","type":"article","venue":"Internet Journal of Allied Health Sciences and Practice","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria; University of British Columbia","funders":"Canadian Centre for Applied Research in Cancer Control","keywords":"Thursday; Analytics; Impact factor; Publishing; Public engagement; Medicine; Medical education; Library science; Public relations; Political science; Data science; Computer science","score_opus":0.11583593756156706,"score_gpt":0.5183291082668592,"score_spread":0.4024931707052921,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3202177491","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81684464,0.020569373,0.000058975584,0.15140566,0.0072303666,0.0006483525,0.000004727559,0.000010186162,0.0032276837],"genre_scores_gemma":[0.97925156,0.013510771,0.0046597556,0.001468048,0.0006737191,0.000020830319,0.0000010743099,0.000007615144,0.00040664925],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965778,0.001296654,0.00067974266,0.00023020036,0.0007426775,0.00047290305],"domain_scores_gemma":[0.98837036,0.008466269,0.0011743814,0.00013846347,0.0013118575,0.0005386559],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.014030859,0.0001019657,0.00030024393,0.00015559257,0.0010153236,0.000622959,0.00048285763,0.00009057921,0.0000652517],"category_scores_gemma":[0.013173799,0.00006549911,0.000093838775,0.0012766989,0.0009198687,0.00078597455,0.000060714654,0.0004008904,0.0000053390872],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007366959,0.00035228048,0.005975302,0.00009526787,0.00006287303,0.000045169294,0.79899776,0.00004284738,0.00033778086,0.0030480747,0.053906433,0.13639952],"study_design_scores_gemma":[0.00054362614,0.003171887,0.02732993,0.0017494385,0.00006345746,0.00035157448,0.22548929,0.000073647614,0.00014215344,0.0021162224,0.7387121,0.00025670195],"about_ca_topic_score_codex":0.0029019942,"about_ca_topic_score_gemma":0.00095977564,"teacher_disagreement_score":0.68480563,"about_ca_system_score_codex":0.00037544864,"about_ca_system_score_gemma":0.0062930575,"threshold_uncertainty_score":0.99934036},"labels":[],"label_agreement":null},{"id":"W3202535322","doi":"10.2196/29390","title":"Discussion of Weight Loss Surgery in Instagram Posts: Successive Sampling Study","year":2021,"lang":"en","type":"article","venue":"JMIR Perioperative Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Social media; Upload; Weight Loss Surgery; The Internet; Medicine; Health care; Descriptive statistics; Medical advice; Psychology; Weight loss; Family medicine; Nursing; World Wide Web; Political science; Obesity; Computer science","score_opus":0.14000655965850217,"score_gpt":0.4728530491595473,"score_spread":0.3328464895010451,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3202535322","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9690963,0.0005286941,0.00003357201,0.02439165,0.0030136746,0.0016234327,0.000004393501,0.000027724698,0.0012805552],"genre_scores_gemma":[0.9971395,0.00031586015,0.000074603515,0.00019679796,0.0012463501,0.00075353944,0.000027887325,0.000014701375,0.00023076142],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99684757,0.0011240529,0.0006409204,0.00034991943,0.0006862176,0.00035131373],"domain_scores_gemma":[0.9962305,0.0026045542,0.00021024907,0.00020783317,0.00056465506,0.00018219872],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014409253,0.00015203602,0.00055716623,0.00021321418,0.0003597089,0.000020074282,0.00015517016,0.00010751544,0.0009151702],"category_scores_gemma":[0.009755974,0.00010168688,0.000046797857,0.0014650816,0.0006130325,0.0002520902,0.000044759072,0.00027901516,0.000006882294],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030681087,0.0004685369,0.608511,0.000043561686,0.000010667862,0.00003386252,0.3780097,0.0000014897004,0.0004194531,0.0011967267,0.00008730867,0.011187063],"study_design_scores_gemma":[0.00078742905,0.00017680183,0.628316,0.00053157355,0.000013581725,0.0000010014338,0.3572458,0.0000059751846,0.00022700221,0.00009214458,0.012434566,0.00016815719],"about_ca_topic_score_codex":0.0069175595,"about_ca_topic_score_gemma":0.01700491,"teacher_disagreement_score":0.028043194,"about_ca_system_score_codex":0.00039955255,"about_ca_system_score_gemma":0.0014219403,"threshold_uncertainty_score":0.99999815},"labels":[],"label_agreement":null},{"id":"W3203413511","doi":"10.2196/29486","title":"Evaluating Applicant Perceptions of the Impact of Social Media on the 2020-2021 Residency Application Cycle Occurring During the COVID-19 Pandemic: Survey Study","year":2021,"lang":"en","type":"article","venue":"JMIR Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Social media; Pandemic; Medical education; Coronavirus disease 2019 (COVID-19); Family medicine; Psychology; Medicine; Perception; Political science","score_opus":0.16527549512143866,"score_gpt":0.5468491037860203,"score_spread":0.38157360866458157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3203413511","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.980991,0.00007089453,0.000016103671,0.014758308,0.0012064497,0.0026903437,0.0000174673,0.000022747628,0.00022668726],"genre_scores_gemma":[0.99482656,0.00005677733,0.000015166098,0.00036907324,0.0018153008,0.0028577666,0.000023220487,0.000014562311,0.00002159427],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9927466,0.004144258,0.00065709464,0.00033809894,0.0017998583,0.00031410513],"domain_scores_gemma":[0.98792905,0.009914762,0.00064553967,0.0005800854,0.00063565077,0.0002949287],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0076357997,0.0001370069,0.00024144328,0.000053300977,0.0016155328,0.000036962952,0.00070647127,0.00018586127,0.0013235238],"category_scores_gemma":[0.066216685,0.000082538805,0.00015258459,0.0015679655,0.0006166652,0.000081322476,0.00010649688,0.00054957904,0.000013062588],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028943938,0.00091037765,0.7515271,0.000042227657,0.000027631575,1.088124e-7,0.22759944,0.000027468297,0.0002818077,0.001188824,0.0012751642,0.017090945],"study_design_scores_gemma":[0.00019692499,0.000026999478,0.9086377,0.000036681606,0.000024125613,0.0000012884718,0.08974655,0.00006331559,0.000010918989,0.0009737803,0.00020611846,0.00007559158],"about_ca_topic_score_codex":0.021627571,"about_ca_topic_score_gemma":0.020939788,"teacher_disagreement_score":0.15711063,"about_ca_system_score_codex":0.0010780266,"about_ca_system_score_gemma":0.017284751,"threshold_uncertainty_score":0.9996842},"labels":[],"label_agreement":null},{"id":"W3204612080","doi":"10.2196/21142","title":"Recruiting Participants for Population Health Intervention Research: Effectiveness and Costs of Recruitment Methods for a Cohort Study","year":2021,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University; Université de Montréal; Memorial University of Newfoundland; Centre Hospitalier de l’Université de Montréal; Public Health Agency of Canada","funders":"Canadian Institutes of Health Research; Université de Montréal; Government of Canada; Public Health Agency; Public Health Agency of Canada","keywords":"Snowball sampling; Social media; Psychological intervention; Population; Cohort; Medicine; Psychology; Family medicine; Gerontology; Medical education; Nursing; Environmental health; Computer science; World Wide Web","score_opus":0.760921589929367,"score_gpt":0.7286866847926144,"score_spread":0.032234905136752534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3204612080","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97223914,0.0014811868,0.009049051,0.008458351,0.001848659,0.0068821516,0.0000024907079,0.0000054903808,0.00003350276],"genre_scores_gemma":[0.99191046,0.00060580816,0.004380644,0.000028765613,0.00083107274,0.0021874453,0.00000536845,0.000014206575,0.00003622085],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9719041,0.022991687,0.0011449617,0.0002829798,0.0029615646,0.000714681],"domain_scores_gemma":[0.9559486,0.039225772,0.0004491845,0.00013460044,0.0036263764,0.0006154986],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.21332939,0.00006992494,0.00046365111,0.0003618484,0.00036120295,0.00008386026,0.0003315375,0.00016672463,0.0000761707],"category_scores_gemma":[0.17779335,0.00006338915,0.0001074322,0.0006167625,0.0003238822,0.00014814892,0.00011918402,0.0007442299,4.9692017e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048364926,0.0010323182,0.18299428,0.0005401829,0.00013141362,0.000004658467,0.028874101,4.6344033e-7,0.000055068103,0.005565028,0.00074613077,0.7795727],"study_design_scores_gemma":[0.0059711724,0.010570284,0.7659332,0.008973577,0.00009193407,0.000017224684,0.1648413,0.0014716343,0.0018457804,0.019125033,0.02093121,0.00022766454],"about_ca_topic_score_codex":0.011833709,"about_ca_topic_score_gemma":0.0041698315,"teacher_disagreement_score":0.77934504,"about_ca_system_score_codex":0.0013605165,"about_ca_system_score_gemma":0.00207691,"threshold_uncertainty_score":0.99474657},"labels":[],"label_agreement":null},{"id":"W3204869428","doi":"10.1016/j.annonc.2021.08.1151","title":"638P Evaluating the contribution of virtual peer-led support to comprehensive prostate cancer (PCa) care: The AnCan experience","year":2021,"lang":"en","type":"article","venue":"Annals of Oncology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Daiichi Sankyo Europe; Astellas Pharma; Eisai; AstraZeneca; Invitae; Bayer Fund; Pharmacyclics; Genentech; GlaxoSmithKline; UroGen Pharma; Advanced Accelerator Applications; Menarini Silicon Biosystems; Ipsen; Clovis Oncology; Sanofi Genzyme; Foundation Medicine; Sierra Oncology; Taiho Pharmaceutical; Vertex Pharmaceuticals; Boston Scientific Corporation; U.S. Department of Defense; Sanofi; Amgen; Pfizer; Janssen Pharmaceuticals; Memorial Sloan-Kettering Cancer Center","keywords":"Medicine; Prostate cancer; Peer support; Disease; Family medicine; Cancer; Internal medicine; Nursing","score_opus":0.2849659946352303,"score_gpt":0.5697113648586218,"score_spread":0.2847453702233915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3204869428","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8889522,0.0006177554,0.000005613225,0.10551481,0.0028945936,0.0010720537,0.000019946461,0.000009705525,0.00091334776],"genre_scores_gemma":[0.9950892,0.00039042425,0.000069372596,0.0029801962,0.00047947478,0.0008720912,0.000012499626,0.0000058189944,0.000100944606],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973354,0.0011476228,0.00038375912,0.00018804117,0.00059839623,0.0003468142],"domain_scores_gemma":[0.99228257,0.0028638637,0.00036408717,0.00019668965,0.0041934946,0.000099295255],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0014609707,0.000075993,0.0002625386,0.000027831187,0.00046049064,0.000013678684,0.0002662179,0.000104908315,0.00018053495],"category_scores_gemma":[0.0093369,0.00005640408,0.00005885442,0.0005128064,0.0005966012,0.00007494509,0.000064645894,0.00014596462,0.000005628426],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013733687,0.000092324975,0.02156607,0.000018750563,0.00003130728,0.0000022596048,0.76753366,0.0000812271,0.0038715482,0.0068436805,0.0042789285,0.1955429],"study_design_scores_gemma":[0.00049441314,0.001738211,0.102245554,0.00004937737,0.000035835536,0.0000015166902,0.42907503,0.000018584531,0.014850888,0.0005098563,0.45084915,0.00013158408],"about_ca_topic_score_codex":0.008674788,"about_ca_topic_score_gemma":0.011283043,"teacher_disagreement_score":0.44657022,"about_ca_system_score_codex":0.00019605564,"about_ca_system_score_gemma":0.004146429,"threshold_uncertainty_score":0.9990079},"labels":[],"label_agreement":null},{"id":"W3204961421","doi":"10.2196/22313","title":"Precision Public Health Campaign: Delivering Persuasive Messages to Relevant Segments Through Targeted Advertisements on Social Media","year":2021,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Target audience; Social media; Public health; Social marketing; Process (computing); Health communication; Population; Advertising campaign; Advertising; Digital media; Population health; Digital advertising; Computer science; Public relations; Business; Medicine; Political science; World Wide Web; Social media marketing; Environmental health","score_opus":0.34280357224564334,"score_gpt":0.5372954881646607,"score_spread":0.19449191591901732,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3204961421","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93678826,0.00041548142,0.0002383398,0.04935347,0.003546161,0.0035508822,0.000071382776,0.00012939592,0.0059066145],"genre_scores_gemma":[0.99414593,0.0010723192,0.0006959692,0.0007829132,0.0009990735,0.0020634704,0.00009257102,0.00003274416,0.00011503491],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9904301,0.003632352,0.0005495169,0.0004939031,0.0033044943,0.0015896435],"domain_scores_gemma":[0.99336016,0.0038242312,0.00019489405,0.0002629815,0.001648724,0.00070901675],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0047749667,0.00018797365,0.00034821377,0.0003466628,0.0033897543,0.00022800824,0.00050425756,0.00019849247,0.0005483715],"category_scores_gemma":[0.010817081,0.00019257698,0.000091002745,0.002364077,0.00030653834,0.00095333747,0.00028671915,0.0007737295,0.00048785078],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051576884,0.0003524127,0.000695266,0.000082087005,0.000029367202,0.0000057234015,0.86333716,0.0000014449535,0.00009287157,0.0028681431,0.01739818,0.11508575],"study_design_scores_gemma":[0.0012966404,0.0006505989,0.16183755,0.00051984243,0.000005433204,0.000001060894,0.62397325,0.00003021902,0.0013411005,0.0027643046,0.20706907,0.00051092694],"about_ca_topic_score_codex":0.0016528029,"about_ca_topic_score_gemma":0.0017987669,"teacher_disagreement_score":0.23936391,"about_ca_system_score_codex":0.00393452,"about_ca_system_score_gemma":0.0034129214,"threshold_uncertainty_score":0.9998892},"labels":[],"label_agreement":null},{"id":"W3205056274","doi":"10.2196/31411","title":"Facebook Support Groups for Pediatric Rare Diseases: Cross-Sectional Study to Investigate Opportunities, Limitations, and Privacy Concerns","year":2021,"lang":"en","type":"article","venue":"JMIR Pediatrics and Parenting","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Universität zu Köln","keywords":"Support group; Social media; Perspective (graphical); Family medicine; Social support; Cross-sectional study; Psychology; Health professionals; Disease; Medicine; Internet privacy; Health care; Psychiatry; Social psychology; World Wide Web","score_opus":0.2937487350196013,"score_gpt":0.43388609478946505,"score_spread":0.14013735976986375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3205056274","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9929957,0.0004675896,0.000028368488,0.00078089297,0.0021865629,0.0030183657,0.00017028568,0.00006542203,0.0002868419],"genre_scores_gemma":[0.9909452,0.00096715795,0.00033672425,0.00025124248,0.0044397237,0.0025056629,0.00018379196,0.00002111391,0.00034936971],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981726,0.00019819543,0.00043317903,0.0004020886,0.0004036496,0.0003902993],"domain_scores_gemma":[0.9964415,0.0022262235,0.00021015442,0.00011659214,0.0004540272,0.0005514939],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007825251,0.00013341231,0.00018120062,0.00014901716,0.0013295753,0.00043208047,0.00011553708,0.000085142005,0.00007002867],"category_scores_gemma":[0.004596458,0.00016002529,0.000044354216,0.00044203302,0.0000934848,0.0002793489,0.00010336778,0.00012457903,0.000005892919],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007244835,0.000111278554,0.96106887,0.00013867648,0.0000057027682,0.0000039146457,0.03470672,0.000002036554,4.465077e-7,0.0008456372,0.0011881173,0.0019213421],"study_design_scores_gemma":[0.00037088527,0.00009384097,0.9450494,0.0000042310558,0.000060574028,6.269192e-7,0.024160312,0.000010542144,5.0022635e-7,0.00064063777,0.029418226,0.00019022878],"about_ca_topic_score_codex":0.0002979981,"about_ca_topic_score_gemma":0.00040464848,"teacher_disagreement_score":0.028230108,"about_ca_system_score_codex":0.00009877219,"about_ca_system_score_gemma":0.0015345473,"threshold_uncertainty_score":0.99997056},"labels":[],"label_agreement":null},{"id":"W3205251412","doi":"10.2196/25654","title":"Audience of Academic Otolaryngology on Twitter: Cross-sectional Study","year":2021,"lang":"en","type":"article","venue":"JMIR Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Accreditation; Social media; Otorhinolaryngology; Health care; Medical education; Categorization; Medicine; Family medicine; Psychology; Computer science; World Wide Web; Political science","score_opus":0.09008203587002475,"score_gpt":0.5046970380489549,"score_spread":0.4146150021789302,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3205251412","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97466743,0.00012099841,0.0000082702845,0.009482186,0.01163983,0.0009401711,9.758866e-7,0.000039716284,0.0031004464],"genre_scores_gemma":[0.99406296,0.000088213776,0.00006835408,0.0016297381,0.002536077,0.0013149165,0.000014810376,0.000008244298,0.00027668863],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970629,0.00062540756,0.00047376208,0.00031831753,0.0012426652,0.00027690796],"domain_scores_gemma":[0.99741894,0.0013685917,0.00020569057,0.00019366242,0.0004578592,0.0003552511],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015608387,0.00008180917,0.00016168521,0.00010342431,0.00032607652,0.00001965062,0.00029312936,0.0003409957,0.0018099352],"category_scores_gemma":[0.020482277,0.000087362365,0.0000445903,0.00065152795,0.00044972784,0.00013486127,0.0000337108,0.00053305115,0.00009405194],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014165691,0.0010742622,0.9479144,0.000022580578,0.0000057193533,0.0000011625493,0.035612095,3.113443e-7,0.00002313206,0.0047087776,0.0013086884,0.009314667],"study_design_scores_gemma":[0.0001960125,0.000089483314,0.9760023,0.000039679435,0.000004282986,0.0000024255246,0.009417872,0.0000032065489,0.000049169244,0.0010414621,0.013082922,0.0000712033],"about_ca_topic_score_codex":0.0015001951,"about_ca_topic_score_gemma":0.0003984697,"teacher_disagreement_score":0.028087845,"about_ca_system_score_codex":0.00033715667,"about_ca_system_score_gemma":0.009511946,"threshold_uncertainty_score":0.99910253},"labels":[],"label_agreement":null},{"id":"W3205498171","doi":"10.7759/cureus.18871","title":"An Analysis of the #CovidPain Tweet Chat During the First Wave of the COVID-19 Pandemic in 2020","year":2021,"lang":"en","type":"article","venue":"Cureus","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; Université du Québec à Trois-Rivières; University of Toronto; Toronto General Hospital; Institute for Work & Health; Toronto Rehabilitation Institute","funders":"Canadian Pain Society","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Medicine; Telemedicine; Social media; Sentiment analysis; Psychological intervention; Narrative; Health care; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Nursing; World Wide Web; Computer science; Artificial intelligence","score_opus":0.1152030639667939,"score_gpt":0.41057429853477895,"score_spread":0.29537123456798503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3205498171","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9753906,0.0006043042,0.0000040137024,0.022136882,0.0011835931,0.00043600128,0.0000130969765,0.0000105672125,0.00022092141],"genre_scores_gemma":[0.998364,0.00032541953,0.000010050523,0.0009048334,0.00026962598,0.000081905164,0.000002276134,0.0000049528044,0.00003695959],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99798805,0.0009754108,0.00027357452,0.00016333902,0.00039921625,0.00020043158],"domain_scores_gemma":[0.99727,0.0018499703,0.00023411344,0.00047563706,0.00009032844,0.000079941216],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001530095,0.00006291218,0.00018098418,0.0000349922,0.0004989607,0.00001690271,0.00050421566,0.000097961194,0.00015756444],"category_scores_gemma":[0.0077486136,0.000037362548,0.0001257723,0.0021898109,0.00036422437,0.00006830723,0.000070363836,0.00016464284,8.205159e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000032275382,0.000039869657,0.8838291,0.00002227692,0.000033358658,3.6656257e-7,0.11494334,0.00019015046,0.00010063854,0.00060102576,0.000094591705,0.00014205939],"study_design_scores_gemma":[0.000100310564,0.000005564366,0.95853835,0.000014126507,0.000102375576,3.1660235e-7,0.030470563,0.0001340122,0.0001379929,0.00054565823,0.009900227,0.00005051804],"about_ca_topic_score_codex":0.025345841,"about_ca_topic_score_gemma":0.26902723,"teacher_disagreement_score":0.2436814,"about_ca_system_score_codex":0.0005120869,"about_ca_system_score_gemma":0.0010778734,"threshold_uncertainty_score":0.9811445},"labels":[],"label_agreement":null},{"id":"W3205584228","doi":"10.2196/29857","title":"Health Care Professional and Caregiver Attitudes Toward and Usage of Medical Podcasting: Questionnaire Study","year":2021,"lang":"en","type":"article","venue":"JMIR Pediatrics and Parenting","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Social media; Credibility; Health care; Medical education; Psychology; Medicine; Nursing; Family medicine","score_opus":0.08854032238288355,"score_gpt":0.44978107677533286,"score_spread":0.3612407543924493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3205584228","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98458165,0.00949222,0.0000069870903,0.0039402214,0.0013526307,0.00054111925,0.000005040773,0.000019000572,0.000061119754],"genre_scores_gemma":[0.99706256,0.0016787044,0.000114199145,0.000065500586,0.0009737404,0.000078029974,0.00000693239,0.000006368585,0.000013932293],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982879,0.00035607585,0.0002653302,0.00023778027,0.00063185807,0.00022105462],"domain_scores_gemma":[0.99865776,0.0006284366,0.00017810015,0.000057922516,0.00021262512,0.0002651361],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009974577,0.00007618713,0.00018867786,0.000058748552,0.00061688485,0.000055092263,0.00006349937,0.00010602789,0.000018256022],"category_scores_gemma":[0.0020074404,0.00007676392,0.000015018634,0.00027446315,0.00012975514,0.000088027184,0.00011120623,0.00017902844,2.3895393e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000017175314,0.00006595003,0.7929293,0.00043957945,0.000002760136,0.0000031127004,0.17750868,5.7386146e-8,2.0187736e-7,0.00029977318,0.00007902104,0.028669829],"study_design_scores_gemma":[0.00020854003,0.0000479693,0.8959556,0.00012270219,0.000012302785,0.0000015284475,0.10273807,0.00000718964,3.9464234e-7,0.00003518392,0.00079762784,0.00007285237],"about_ca_topic_score_codex":0.0036202807,"about_ca_topic_score_gemma":0.0037236763,"teacher_disagreement_score":0.10302632,"about_ca_system_score_codex":0.000053286705,"about_ca_system_score_gemma":0.0013435052,"threshold_uncertainty_score":0.54728055},"labels":[],"label_agreement":null},{"id":"W3206087945","doi":"10.12688/f1000research.73439.1","title":"Reframing organizations in the digital age: A qualitative study exploring institutional social media adoption","year":2021,"lang":"en","type":"preprint","venue":"F1000Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; McMaster University","funders":"Türkiye Bilimsel ve Teknolojik Araştırma Kurumu; Physicians' Services Incorporated Foundation; Government of Ontario; McMaster University","keywords":"Qualitative research; Public relations; Social media; Sociology; Psychology; Political science; Social science; Law","score_opus":0.5172397228863809,"score_gpt":0.5498026369636986,"score_spread":0.032562914077317706,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3206087945","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98283535,0.00016150535,0.00008722297,0.0058960486,0.0044643986,0.0031071678,0.00004651031,0.00008823572,0.0033135551],"genre_scores_gemma":[0.9906336,0.0001885935,0.00018755741,0.000037206104,0.0035295384,0.004808143,0.0005437715,0.000029623896,0.00004197461],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9914365,0.0043015038,0.0005763831,0.0005268564,0.002555095,0.0006037032],"domain_scores_gemma":[0.99044347,0.007935552,0.00017543438,0.00030847464,0.0009882385,0.00014881928],"candidate_categories":["metaresearch","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.006793251,0.00018137232,0.00029221486,0.00039989402,0.0018474092,0.0011241912,0.0009124069,0.0003010021,0.000189937],"category_scores_gemma":[0.048917435,0.00017936277,0.000066625995,0.002735831,0.00070853153,0.00052109826,0.00051909994,0.0018015571,0.00004746717],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008387284,0.00046652782,0.004562751,0.000049301423,0.000018132994,0.000036513364,0.9763574,0.000019635701,0.0000018074908,0.010039974,0.00014681942,0.008292753],"study_design_scores_gemma":[0.00017695331,0.0000183369,0.08674012,0.000086491425,0.00001100089,3.2587235e-7,0.90734863,0.0000072518947,0.0000010361605,0.0020483201,0.0034006,0.00016095373],"about_ca_topic_score_codex":0.009289678,"about_ca_topic_score_gemma":0.021471055,"teacher_disagreement_score":0.08217737,"about_ca_system_score_codex":0.001587106,"about_ca_system_score_gemma":0.0054782294,"threshold_uncertainty_score":0.99991274},"labels":[],"label_agreement":null},{"id":"W3206298171","doi":"10.5430/jnep.v12n2p59","title":"The self-selected use of social media for the pre-registration student nurse journey: An interpretative phenomenological analysis","year":2021,"lang":"en","type":"article","venue":"Journal of Nursing Education and Practice","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Interpretative phenomenological analysis; Social media; Phenomenon; Empowerment; Psychology; Relation (database); Psychological resilience; Lived experience; Nursing; Pedagogy; Medical education; Sociology; Medicine; Social psychology; Qualitative research; Social science; Political science; Psychotherapist; Epistemology","score_opus":0.24564309908346663,"score_gpt":0.5479495436942704,"score_spread":0.3023064446108038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3206298171","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77816755,0.002835584,0.002819643,0.20242156,0.011338844,0.0009354818,0.0000052975115,0.00001922715,0.0014568162],"genre_scores_gemma":[0.9917939,0.0010658447,0.005178219,0.0002475946,0.0016080586,0.000045303506,0.0000061723085,0.0000061402466,0.000048811184],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99686617,0.001983042,0.00046167528,0.00010161992,0.0004420987,0.00014538743],"domain_scores_gemma":[0.9706706,0.02506168,0.0012953915,0.00009435354,0.002770735,0.00010726872],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.003059668,0.00006553041,0.00016808943,0.000083850035,0.0014431297,0.00025447804,0.00015871598,0.00008201253,0.000018012293],"category_scores_gemma":[0.038783755,0.00004465751,0.00007410689,0.0008232497,0.0002691468,0.00079531834,0.0000051646452,0.000254027,1.7140486e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025551292,0.0013397324,0.0007123544,0.0000056199074,0.00032895515,2.172349e-7,0.8753934,0.000009228813,0.00004806677,0.0145540545,0.001527176,0.10582572],"study_design_scores_gemma":[0.00020074342,0.00016475924,0.15819305,0.000038607035,0.0017874712,0.000022692195,0.7792512,0.00009874938,0.000020130032,0.0015638793,0.05858633,0.00007234761],"about_ca_topic_score_codex":0.00009328884,"about_ca_topic_score_gemma":0.00042019578,"teacher_disagreement_score":0.21362631,"about_ca_system_score_codex":0.00034203392,"about_ca_system_score_gemma":0.0027682297,"threshold_uncertainty_score":0.9998568},"labels":[],"label_agreement":null},{"id":"W3207073112","doi":"10.2196/25552","title":"Using Social Media to Understand Web-Based Social Factors Concerning Obesity: Systematic Review","year":2021,"lang":"en","type":"review","venue":"JMIR Public Health and Surveillance","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Social media; Dieting; Obesity; Psychology; Medicine; World Wide Web; Weight loss; Computer science","score_opus":0.43847364725482063,"score_gpt":0.49241518451069616,"score_spread":0.05394153725587553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3207073112","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000121330995,0.9795159,0.00004914949,0.008200516,0.003046001,0.008595204,0.00011759446,0.00016280923,0.0001915142],"genre_scores_gemma":[0.0002852491,0.9934739,0.0000880743,0.0023756605,0.0021171952,0.0012618488,0.00030163807,0.000076783086,0.000019684965],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.98621196,0.008449349,0.0017912666,0.00079606846,0.0012796159,0.0014717346],"domain_scores_gemma":[0.98897415,0.006990019,0.0016667412,0.0003005638,0.0005014791,0.0015670354],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.007662794,0.0005539674,0.0048753098,0.00032051667,0.0027444803,0.00036842015,0.0004931283,0.00065846235,0.00009145446],"category_scores_gemma":[0.018373298,0.00053077855,0.00042491007,0.0023787334,0.00033193413,0.00017599438,0.00008236311,0.00072423194,0.000015475702],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[9.509867e-7,0.000053691467,0.0004103541,0.8921179,0.000053049815,0.0000028164357,0.03637827,1.305524e-8,2.899801e-9,0.0013065338,0.0032393045,0.06643708],"study_design_scores_gemma":[0.00014608991,0.000019969222,0.00006247844,0.09344564,0.000044109027,0.0000016481652,0.011122486,0.000002097049,6.8403666e-10,0.000008850777,0.8946137,0.00053294364],"about_ca_topic_score_codex":0.00069461646,"about_ca_topic_score_gemma":0.0025445125,"teacher_disagreement_score":0.8913744,"about_ca_system_score_codex":0.0033689053,"about_ca_system_score_gemma":0.03083669,"threshold_uncertainty_score":0.9997144},"labels":[],"label_agreement":null},{"id":"W3207562549","doi":"10.36834/cmej.72639","title":"Engaging medical education scholars with a Twitter conference on professionalism and professional identity formation","year":2021,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Library science; Political science; Social media; Humanities; Art; Computer science","score_opus":0.08858053864386237,"score_gpt":0.45041328576804107,"score_spread":0.3618327471241787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3207562549","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5629121,0.00067247736,0.000059728525,0.4149478,0.015086819,0.00053569477,0.0000020247585,0.000023693474,0.005759656],"genre_scores_gemma":[0.92851037,0.00057324127,0.00070608273,0.06522111,0.003645825,0.0003535083,0.00005611558,0.000018084842,0.0009156841],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9952834,0.0011505994,0.00042947795,0.0002606926,0.0023948539,0.00048092514],"domain_scores_gemma":[0.99076647,0.00043597544,0.00023049547,0.0001491626,0.0014552879,0.0069626295],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0030719384,0.00013718706,0.0001800461,0.0003106438,0.0019122105,0.00030119898,0.0003058673,0.00038822737,0.017643796],"category_scores_gemma":[0.049585454,0.00012411669,0.000033338085,0.000556483,0.00034676652,0.0011340132,0.00002253092,0.0015999449,0.000048189922],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004434283,0.0010084192,0.021809075,0.00018731257,0.00004250153,0.00006888172,0.14766373,4.7205734e-7,0.000011862019,0.1616796,0.15081231,0.5166715],"study_design_scores_gemma":[0.0011458914,0.000083061954,0.088117406,0.0053549455,0.000053454947,0.0009634952,0.19823143,0.00012250729,0.000026170652,0.018620882,0.68668073,0.00060002436],"about_ca_topic_score_codex":0.011481833,"about_ca_topic_score_gemma":0.10368616,"teacher_disagreement_score":0.5358684,"about_ca_system_score_codex":0.0010907371,"about_ca_system_score_gemma":0.32010412,"threshold_uncertainty_score":0.99938715},"labels":[],"label_agreement":null},{"id":"W3207575995","doi":"10.36834/cmej.73530","title":"Response to “Resident-as-teacher to provide multidisciplinary online medical education on Instagram”","year":2021,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Multidisciplinary approach; Medical education; Computer science; Data science; Medicine; Sociology; Social science","score_opus":0.0464293623583313,"score_gpt":0.44052140591589334,"score_spread":0.39409204355756206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3207575995","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.482773,0.00019105873,0.000010591608,0.50036067,0.013645206,0.0006128286,0.000004386346,0.000025581712,0.0023766535],"genre_scores_gemma":[0.5822859,0.00038501818,0.0030147552,0.37572527,0.02343037,0.0011334707,0.00011307516,0.00009965833,0.013812524],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99309105,0.001970167,0.000730633,0.00047749848,0.0028299883,0.00090066984],"domain_scores_gemma":[0.96477807,0.0011962219,0.00017967931,0.00038672585,0.0013996676,0.032059617],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004860314,0.00020625765,0.0002655658,0.00078403583,0.0013520432,0.00023159779,0.00074823643,0.0005551462,0.043411393],"category_scores_gemma":[0.43395606,0.00022407228,0.00009527305,0.0015215081,0.00021273515,0.00023624505,0.00005083824,0.0013350312,0.0008722952],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000162943,0.0010768849,0.0052388874,0.000019917046,0.000017202547,0.0000983488,0.080592625,0.0000032634932,0.00001378264,0.0034581174,0.41150635,0.49781168],"study_design_scores_gemma":[0.00025244532,0.00014225401,0.042584088,0.0006054419,0.000012536487,0.00011697747,0.05795741,0.000008184124,0.000011601307,0.0008086104,0.8972482,0.00025223504],"about_ca_topic_score_codex":0.115366004,"about_ca_topic_score_gemma":0.5012915,"teacher_disagreement_score":0.53383017,"about_ca_system_score_codex":0.0043417723,"about_ca_system_score_gemma":0.5381719,"threshold_uncertainty_score":0.9999481},"labels":[],"label_agreement":null},{"id":"W3208518800","doi":"10.7759/cureus.19150","title":"Characteristics Assessment of Online YouTube Videos on Radiotherapy for Lung Cancer","year":2021,"lang":"en","type":"article","venue":"Cureus","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; Canadian Association of Nurses in Oncology; University of British Columbia","funders":"","keywords":"Medicine; Lung cancer; Radiation therapy; Descriptive statistics; Cancer; Medical physics; Misinformation; Surgery; Internal medicine; Statistics","score_opus":0.11005883360768771,"score_gpt":0.5075322551664903,"score_spread":0.39747342155880255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3208518800","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95527947,0.0023799401,0.0014752236,0.020699898,0.017169831,0.001657692,0.0002786573,0.000051265408,0.0010079966],"genre_scores_gemma":[0.94586015,0.013171271,0.023766614,0.0025356908,0.011983816,0.0018375723,0.00019564267,0.000052960397,0.0005962721],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991035,0.00011355788,0.00020415794,0.0001430472,0.00023968527,0.00019604508],"domain_scores_gemma":[0.9984374,0.0008939795,0.00014232314,0.00013451114,0.00030467176,0.00008711949],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029014054,0.00006090281,0.00016586093,0.00001950098,0.00016774467,0.000016516191,0.000110082554,0.00008691765,0.00034104052],"category_scores_gemma":[0.00135221,0.00006456129,0.00004828563,0.00015831596,0.00006403489,0.000054800228,0.0000063883504,0.000077949415,3.4784128e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007685708,0.0019184657,0.6225749,0.00061725517,0.0002539632,0.0000040615364,0.10525818,0.000038564347,0.0039700717,0.0548158,0.01294914,0.19752273],"study_design_scores_gemma":[0.0008485744,0.00019257148,0.64716965,0.00024449854,0.00009380309,2.390397e-7,0.0061727515,0.0015306651,0.0008743188,0.00042727403,0.34213668,0.00030894054],"about_ca_topic_score_codex":0.0018667934,"about_ca_topic_score_gemma":0.002122372,"teacher_disagreement_score":0.32918754,"about_ca_system_score_codex":0.0006031106,"about_ca_system_score_gemma":0.0017424084,"threshold_uncertainty_score":0.37341547},"labels":[],"label_agreement":null},{"id":"W3208631643","doi":"10.2196/25230","title":"Social Media and the Transformation of the Physician-Patient Relationship: Viewpoint","year":2021,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":96,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"University of Alberta","keywords":"Social media; Health care; Social determinants of health; Health promotion; Public relations; The Internet; Psychology; Internet privacy; Health communication; Information seeking behavior; Social psychology; Political science; World Wide Web; Computer science","score_opus":0.23493519241272443,"score_gpt":0.5113901789930518,"score_spread":0.2764549865803274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3208631643","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6499137,0.0012257602,0.00006282298,0.34361154,0.002086955,0.00031879105,9.221917e-7,0.000002621799,0.0027768356],"genre_scores_gemma":[0.99744207,0.0007573846,0.000024109351,0.00038260262,0.0013332919,0.000023382392,5.577469e-7,0.000004162906,0.000032446056],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9922389,0.0034245471,0.0005653984,0.00006731411,0.0034942064,0.00020964336],"domain_scores_gemma":[0.9873311,0.011074999,0.00029181436,0.00008692015,0.0010468126,0.00016833632],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.011868185,0.000044075685,0.00018083265,0.00007286887,0.000358128,0.000047395322,0.00043869336,0.00014827354,0.00019779998],"category_scores_gemma":[0.0432454,0.000024604815,0.00010949533,0.000594994,0.001564508,0.00013536269,0.000072153765,0.0011451143,0.0000041420367],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009955561,0.00012876421,0.0013485368,0.00006346541,0.000031700296,0.000004078679,0.58326983,3.9730185e-7,0.000013570824,0.28634638,0.008950765,0.11974298],"study_design_scores_gemma":[0.0047177817,0.0002594493,0.13362029,0.0018818021,0.00012181624,0.000057477406,0.34999886,0.0004949132,0.0021068861,0.2233528,0.28315225,0.00023566444],"about_ca_topic_score_codex":0.00060264656,"about_ca_topic_score_gemma":0.0012718483,"teacher_disagreement_score":0.3475283,"about_ca_system_score_codex":0.00018053611,"about_ca_system_score_gemma":0.0017078384,"threshold_uncertainty_score":0.96481377},"labels":[],"label_agreement":null},{"id":"W3209184235","doi":"10.2196/30681","title":"Videos With the Hashtag #vaping on TikTok and Implications for Informed Decision-making by Adolescents: Descriptive Study","year":2021,"lang":"en","type":"article","venue":"JMIR Pediatrics and Parenting","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Relevance (law); Content analysis; Psychology; Coding (social sciences); Public service; Dance; Advertising; Internet privacy; Computer science; Public relations; Sociology; Art; Political science; Visual arts; Business","score_opus":0.0743232669232552,"score_gpt":0.40961683348166905,"score_spread":0.33529356655841386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3209184235","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99417746,0.0005482774,0.0006272767,0.0018995409,0.00051476667,0.0019848242,0.000014836672,0.000027104705,0.00020591925],"genre_scores_gemma":[0.997368,0.00025662134,0.00044386962,0.00024743372,0.00064482563,0.0010073413,0.0000065712,0.000011093948,0.000014256006],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989756,0.00009273903,0.00020201768,0.0002332724,0.00022199262,0.0002744316],"domain_scores_gemma":[0.99590427,0.0034450865,0.00018351007,0.00011451598,0.00025594077,0.00009668629],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00054086745,0.00009027646,0.00011508489,0.000054855915,0.0016019723,0.00023132616,0.000097475415,0.000057265694,0.000004064693],"category_scores_gemma":[0.0027521702,0.00007202606,0.000020384372,0.0004600154,0.00007022578,0.00015281519,0.00004108149,0.00013126348,8.8438674e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020384288,0.00011599171,0.84156317,0.000056500365,0.0000074460986,2.868402e-7,0.06847607,0.0000013727816,0.000003113853,0.00053537055,0.0016386803,0.08758162],"study_design_scores_gemma":[0.0005489725,0.00014178961,0.8480388,0.00019035202,0.00006987217,7.895689e-7,0.1325572,0.000025822805,0.000001741786,0.0005930889,0.01762409,0.00020746115],"about_ca_topic_score_codex":0.00018163495,"about_ca_topic_score_gemma":0.0015491416,"teacher_disagreement_score":0.08737416,"about_ca_system_score_codex":0.00010043288,"about_ca_system_score_gemma":0.0004118006,"threshold_uncertainty_score":0.9996978},"labels":[],"label_agreement":null},{"id":"W3209492902","doi":"10.51731/cjht.2021.180","title":"Celebrating Medical Librarians During Canadian Library Month","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Health Technologies","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Library science; Work (physics); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Medical library; Political science; Public relations; Medicine; Engineering; Computer science; Virology","score_opus":0.05334930675110122,"score_gpt":0.3290886376424987,"score_spread":0.27573933089139746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3209492902","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30365652,0.04202321,0.000013626457,0.6419298,0.0062574577,0.00043873108,0.000019498782,0.0002244397,0.005436677],"genre_scores_gemma":[0.9942452,0.0020952192,0.0011424584,0.0020157322,0.00034010166,0.000028347113,0.0000052542778,0.00002576413,0.000101925405],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971424,0.00041837714,0.00071950466,0.0001784801,0.00046409536,0.0010771562],"domain_scores_gemma":[0.99751306,0.00053841947,0.00039745733,0.00021655273,0.00019687213,0.0011376236],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0012233085,0.00011832927,0.00033607433,0.0007264169,0.0018091763,0.00017922923,0.0007081572,0.00044564478,0.00077079167],"category_scores_gemma":[0.017100865,0.00012965147,0.00007123251,0.0011933888,0.00044074006,0.00064811145,0.000025586303,0.0008799458,0.000013548128],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003918132,0.000025072422,0.15948452,0.00018322302,0.000034634526,0.0014016144,0.031818014,0.0000042918414,0.0000037929947,0.031414624,0.016650416,0.75897586],"study_design_scores_gemma":[0.00026539993,0.00006539865,0.0631088,0.0005357463,0.0000068145114,0.00012612296,0.09424027,0.0000040895334,0.00019578928,0.0061056153,0.8351131,0.00023285914],"about_ca_topic_score_codex":0.6569957,"about_ca_topic_score_gemma":0.9304945,"teacher_disagreement_score":0.81846267,"about_ca_system_score_codex":0.0012715134,"about_ca_system_score_gemma":0.13498288,"threshold_uncertainty_score":0.9994903},"labels":[],"label_agreement":null},{"id":"W3209639669","doi":"10.32920/ryerson.14662596.v1","title":"Creating conversation: how Bell Let's Talk produces engaging mental health content on Twitter","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University; Professional Engineers Ontario","funders":"","keywords":"Conversation; Mental health; Content (measure theory); Social media; Content analysis; Psychology; Action (physics); Stigma (botany); Public engagement; Internet privacy; Media studies; Public relations; Sociology; Computer science; Political science; World Wide Web; Communication; Psychiatry; Social science","score_opus":0.2690193106114305,"score_gpt":0.41484332836522836,"score_spread":0.14582401775379789,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3209639669","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.59484726,0.00071625557,0.000073108735,0.37166774,0.022231845,0.0038766877,0.000009991123,0.00021758938,0.0063595087],"genre_scores_gemma":[0.98397166,0.0007630977,0.002103712,0.005295797,0.0050679133,0.0009671109,0.00024303052,0.000036272882,0.0015514372],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9957464,0.0013137478,0.0004672516,0.00081059523,0.0010299707,0.00063207047],"domain_scores_gemma":[0.99713075,0.0011656599,0.0006213058,0.00037807206,0.00035819344,0.0003460371],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0024730996,0.00027594503,0.0004732229,0.00013147251,0.0014932181,0.00050260517,0.0003274308,0.00028601155,0.00059121876],"category_scores_gemma":[0.0033056415,0.00029286332,0.00013443083,0.00024258069,0.00024290163,0.00021548592,0.00019710413,0.00092295744,0.000023927862],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014871574,0.00021765084,0.021618923,0.000490823,0.00007373535,0.0000036693768,0.9298052,0.0000101095675,0.00005980205,0.0017050656,0.008140586,0.037859548],"study_design_scores_gemma":[0.00065456127,0.00016416064,0.0250868,0.001673644,0.000040784173,0.0000018481286,0.8713433,0.00008851735,0.0011374122,0.00028050813,0.09860004,0.00092841865],"about_ca_topic_score_codex":0.061073776,"about_ca_topic_score_gemma":0.0062478166,"teacher_disagreement_score":0.38912436,"about_ca_system_score_codex":0.0020854126,"about_ca_system_score_gemma":0.0032756343,"threshold_uncertainty_score":0.9999524},"labels":[],"label_agreement":null},{"id":"W3210688059","doi":"10.2196/30315","title":"Examining TikTok’s Potential for Community-Engaged Digital Knowledge Mobilization With Equity-Seeking Groups","year":2021,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":87,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; York University","funders":"","keywords":"Public relations; Social media; Population; Health equity; Analytics; Health care; Internet privacy; Political science; Business; Medicine; Environmental health; Computer science; Data science","score_opus":0.4213826592548798,"score_gpt":0.5438865667711398,"score_spread":0.12250390751626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3210688059","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9638474,0.0006118071,0.019622803,0.0073642577,0.003412373,0.00058118167,0.000002675279,0.00002252014,0.0045349784],"genre_scores_gemma":[0.9954614,0.00022624624,0.0004649279,0.00007199502,0.003269163,0.000070548915,0.000012557886,0.000020507934,0.00040263412],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9864562,0.009174073,0.00057904865,0.00015036286,0.003070424,0.0005698788],"domain_scores_gemma":[0.96883386,0.027064325,0.000267766,0.00017376758,0.0029502208,0.00071006024],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.049456432,0.0000897401,0.00026972027,0.0002549231,0.0015089875,0.00042957286,0.00089586247,0.00026970677,0.00043136269],"category_scores_gemma":[0.13242328,0.00007708753,0.00007679864,0.0007072782,0.0006681781,0.00046247066,0.00030178265,0.0048980364,0.000012585145],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00056901923,0.0021447288,0.014240658,0.00054660137,0.00026897306,0.00022280954,0.5276954,0.000011277841,0.00057416846,0.007910889,0.017117135,0.4286983],"study_design_scores_gemma":[0.0043686437,0.0031967212,0.008765632,0.003710118,0.000097910444,0.00023596853,0.8572286,0.0025787666,0.00094299804,0.007910381,0.110512726,0.00045157725],"about_ca_topic_score_codex":0.0006798047,"about_ca_topic_score_gemma":0.0022175224,"teacher_disagreement_score":0.42824674,"about_ca_system_score_codex":0.0006490295,"about_ca_system_score_gemma":0.0042421846,"threshold_uncertainty_score":0.9997909},"labels":[],"label_agreement":null},{"id":"W3210997243","doi":"10.2196/29980","title":"Experiences of Blogging About Visible and Long-term Skin Conditions: Interpretative Phenomenological Analysis","year":2021,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Interpretative phenomenological analysis; Feeling; Psychosocial; Psychology; Isolation (microbiology); Distress; Qualitative research; Social isolation; Social support; Quality of life (healthcare); Social psychology; Clinical psychology; Psychotherapist; Sociology","score_opus":0.04865973695437009,"score_gpt":0.4273145267271351,"score_spread":0.378654789772765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3210997243","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9942315,0.0012406453,0.0002077115,0.001654337,0.00061590463,0.00032582207,0.0000031692027,0.000034269702,0.0016866256],"genre_scores_gemma":[0.9982604,0.00031313364,0.00026783155,0.00021640459,0.000072435854,0.0008276704,0.000017520735,0.0000036811825,0.000020959145],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9984821,0.0005540165,0.00030620684,0.0002390403,0.00015605372,0.00026256908],"domain_scores_gemma":[0.9979974,0.0014407865,0.00018098882,0.000116289164,0.00016116309,0.00010338793],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015544752,0.000077774246,0.00033464568,0.00018080948,0.0002821432,0.000028082402,0.00012823784,0.00015034023,0.00072771363],"category_scores_gemma":[0.0008695827,0.00007992236,0.00006208417,0.00085556216,0.00096245244,0.00013779764,0.0000457861,0.00011000691,0.000008206782],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006730701,0.00008053554,0.30326563,0.00004550111,0.000121747464,0.000024015639,0.68158567,0.0000013719485,0.0000446137,0.012578207,0.000055857075,0.002190153],"study_design_scores_gemma":[0.0002832081,0.000044908084,0.47521865,0.00005213278,0.000166266,0.000029809215,0.51905197,0.000083843646,0.00096002355,0.002998514,0.00089525233,0.000215429],"about_ca_topic_score_codex":0.00016115121,"about_ca_topic_score_gemma":0.00069209264,"teacher_disagreement_score":0.17195305,"about_ca_system_score_codex":0.00007361573,"about_ca_system_score_gemma":0.00030949208,"threshold_uncertainty_score":0.7967954},"labels":[],"label_agreement":null},{"id":"W3211945479","doi":"10.21203/rs.3.rs-1048743/v1","title":"How is Social Media Used in the Context of Complementary and Alternative Medicine? A Scoping Review","year":2021,"lang":"en","type":"review","venue":"Research Square","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"McMaster University","keywords":"CINAHL; Social media; PsycINFO; Context (archaeology); Misinformation; Medical education; MEDLINE; Psychology; Medicine; World Wide Web; Political science; Psychological intervention; Computer science; Nursing","score_opus":0.6740073498421503,"score_gpt":0.6446464367285103,"score_spread":0.029360913113639975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3211945479","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000022175633,0.9594286,3.0721404e-7,0.032256477,0.00063646113,0.0073355758,0.000065308566,0.000006782797,0.0002483025],"genre_scores_gemma":[0.00015955658,0.99509877,0.00001305533,0.00029245822,0.00198753,0.0022925416,0.00012756759,0.000019981077,0.000008514493],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9863378,0.009631034,0.0006934081,0.00039748766,0.0023563968,0.0005839143],"domain_scores_gemma":[0.97065854,0.027869495,0.00041412062,0.00025579552,0.00065545115,0.00014658236],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.010018661,0.0001946518,0.0016305909,0.0003139176,0.00057389605,0.00007329213,0.00068225013,0.00020030935,0.0003473029],"category_scores_gemma":[0.021291057,0.00014006507,0.00016273894,0.0020155956,0.0013634355,0.00012129937,0.00013535217,0.00095524266,0.000004469839],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[9.641121e-7,0.0000310269,0.00007209611,0.1255269,0.000024559618,0.0000071351287,0.18967709,1.6303443e-10,1.694272e-8,0.0029053215,0.0056252065,0.6761297],"study_design_scores_gemma":[0.000116176605,0.000028066832,0.000029533538,0.35815263,0.000056603287,6.1661257e-7,0.10055396,5.1587218e-8,7.3505376e-8,0.000116747855,0.5408605,0.00008507467],"about_ca_topic_score_codex":0.008885344,"about_ca_topic_score_gemma":0.01773082,"teacher_disagreement_score":0.6760446,"about_ca_system_score_codex":0.00053189206,"about_ca_system_score_gemma":0.003378029,"threshold_uncertainty_score":0.9977146},"labels":[],"label_agreement":null},{"id":"W3212033605","doi":"10.1182/blood-2021-153165","title":"Development and Evaluation of a Library of TikToks to Support Recruitment of Committed Hematopoietic Stem Cell Donors from Needed Demographic Groups","year":2021,"lang":"en","type":"article","venue":"Blood","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal; The Scarborough Hospital; University of British Columbia; Western University; University of Toronto; Toronto Metropolitan University; Brock University; McMaster University; University of Alberta; Simon Fraser University; Stem Cell Network; University of Regina","funders":"","keywords":"Donation; Stakeholder; Social media; Medicine; Public relations; Political science; World Wide Web; Computer science; Law","score_opus":0.16287251388208482,"score_gpt":0.3620652015594348,"score_spread":0.19919268767734996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3212033605","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9963509,0.00052317325,0.000004735491,0.0005547751,0.0004153051,0.0012555524,0.000011434445,0.000014886363,0.00086925586],"genre_scores_gemma":[0.9951154,0.0000941381,0.0042945254,0.00005889855,0.000055795575,0.00032899165,0.000029649847,0.000009065137,0.000013510639],"study_design_codex":"qualitative","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99819505,0.00040994785,0.0004744391,0.00016564033,0.0006064889,0.00014840906],"domain_scores_gemma":[0.9986701,0.0005402716,0.00026995124,0.00015398308,0.00023540533,0.00013027039],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00089350017,0.000072575196,0.00023746694,0.00010692132,0.00008011551,0.0000095585765,0.00011326961,0.00009232171,0.00011641375],"category_scores_gemma":[0.00016620404,0.00008121802,0.00003475047,0.0006110428,0.00008545519,0.00008066162,0.000047647325,0.00005274178,0.0000017584493],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030532985,0.0014815712,0.43646115,0.00043208807,0.00011884378,0.0000015967981,0.5061573,0.0000021485544,0.0063221618,0.0014254028,0.00021446412,0.04735274],"study_design_scores_gemma":[0.0023159683,0.00020550746,0.34882608,0.0003554677,0.0004305246,6.7203786e-7,0.16292793,0.000008363109,0.48037064,0.0017204166,0.002580769,0.00025767522],"about_ca_topic_score_codex":0.0010459287,"about_ca_topic_score_gemma":0.0007300751,"teacher_disagreement_score":0.47404847,"about_ca_system_score_codex":0.00003471257,"about_ca_system_score_gemma":0.0014009712,"threshold_uncertainty_score":0.3311975},"labels":[],"label_agreement":null},{"id":"W3212735149","doi":"10.1016/j.jogc.2021.08.004","title":"A Novel, Asynchronous Urogynaecology Online Curriculum Developed in Response to COVID-19: Is There an Unexpected Upside to Remote Learning Platforms?","year":2021,"lang":"en","type":"letter","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Asynchronous communication; Asynchronous learning; Computer science; Online learning; Curriculum; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Psychology; World Wide Web; Virology; Medicine; Mathematics education; Telecommunications; Synchronous learning; Teaching method; Pedagogy","score_opus":0.061158142761688156,"score_gpt":0.353324740476438,"score_spread":0.29216659771474984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3212735149","genre_codex":"empirical","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6161136,0.0010781116,0.00008209249,0.3532274,0.028639138,0.00074866915,0.000037069658,0.000012039423,0.00006185261],"genre_scores_gemma":[0.18969157,0.0005699486,0.010939434,0.79549974,0.0025065842,0.00008577805,0.00011243533,0.00012219138,0.00047234018],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99505144,0.0012182789,0.0012510358,0.00053372263,0.0009120918,0.0010334552],"domain_scores_gemma":[0.9732787,0.022956805,0.0010811767,0.00023475317,0.0011421108,0.0013064401],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0021173067,0.00034469375,0.0010127777,0.0013114515,0.00062390213,0.00009230017,0.0006654334,0.0013161395,0.0008175255],"category_scores_gemma":[0.20551983,0.00035860916,0.00007975802,0.0026380543,0.00013930525,0.00015082874,0.00012447657,0.0030869823,0.0000024600206],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00015880402,0.00067316357,0.24424137,0.00042563246,0.00043052586,0.041401703,0.11203689,0.0011617922,0.000033954617,0.00007577155,0.4008527,0.19850767],"study_design_scores_gemma":[0.0009018023,0.00058193255,0.1686756,0.000022652668,0.000043227898,0.000046171805,0.012789561,0.000019863817,0.0000010366516,0.00007054023,0.8164788,0.00036884117],"about_ca_topic_score_codex":0.4261556,"about_ca_topic_score_gemma":0.83968776,"teacher_disagreement_score":0.4422723,"about_ca_system_score_codex":0.016699957,"about_ca_system_score_gemma":0.06281004,"threshold_uncertainty_score":0.9999804},"labels":[],"label_agreement":null},{"id":"W3213263350","doi":"10.1177/08445621211053113","title":"A Qualitative Exploration of the Teaching- and Learning-Related Content Nursing Students Share to Social Media","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Nursing Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Social media; Content analysis; Nurse education; Artifact (error); Psychology; Coding (social sciences); Nursing; Medical education; Pedagogy; Sociology; Medicine; Computer science; World Wide Web","score_opus":0.6075363009578926,"score_gpt":0.6047474493930596,"score_spread":0.002788851564832995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3213263350","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9351522,0.00053903245,0.000014346718,0.06010983,0.002568544,0.00034292496,0.000005221809,0.0000031041122,0.0012648342],"genre_scores_gemma":[0.9990334,0.000018348355,0.00016027452,0.00004172653,0.000582356,0.0000120872555,0.0000021693959,0.000011017945,0.00013860078],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9915807,0.0063225403,0.0003707178,0.00012414096,0.0011750007,0.00042685276],"domain_scores_gemma":[0.9938305,0.0034269542,0.00021134665,0.00007178968,0.0018124408,0.00064697483],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.008109969,0.00006132155,0.00018109362,0.0003252199,0.0023566408,0.00015193711,0.00031166797,0.000112486065,0.000044508368],"category_scores_gemma":[0.053369172,0.00005723318,0.000052372092,0.0008255511,0.0007903036,0.00027246593,0.000011265627,0.0012818219,0.0000026808937],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012572646,0.000048633043,0.0027001037,0.000006858913,0.000009308858,0.000005010901,0.9185622,0.0000028168674,0.00010486154,0.0033265299,0.0017590419,0.073462084],"study_design_scores_gemma":[0.0002283736,0.000079741534,0.06980931,0.0016182011,0.000014405968,0.0000042792008,0.91931444,0.0000020066025,0.000047961326,0.0076323487,0.0011901131,0.000058818176],"about_ca_topic_score_codex":0.00818803,"about_ca_topic_score_gemma":0.02515701,"teacher_disagreement_score":0.07340326,"about_ca_system_score_codex":0.0021453667,"about_ca_system_score_gemma":0.0053713517,"threshold_uncertainty_score":0.99894214},"labels":[],"label_agreement":null},{"id":"W3214264274","doi":"10.33137/utjph.v2i2.36994","title":"The Use of Email and Secure Messaging between Residents and Patients at St. Michael’s Family Medicine Residency Program","year":2021,"lang":"en","type":"article","venue":"University of Toronto Journal of Public Health","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"","keywords":"Confidentiality; Family medicine; Medicine; Electronic mail; Residency training; Cross-sectional study; Text messaging; Medical education; Internet privacy; Continuing education","score_opus":0.18522840566958704,"score_gpt":0.3806766449925004,"score_spread":0.1954482393229134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3214264274","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95901155,0.0059885164,0.000018129793,0.03373316,0.00053859846,0.0003729864,0.000010778491,0.0000064484493,0.00031984592],"genre_scores_gemma":[0.96868527,0.02827874,0.0023090078,0.00016234996,0.000315167,5.3808645e-7,0.000007745961,0.000008643725,0.00023254823],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99732524,0.001169414,0.0004159888,0.00012024769,0.0006813003,0.0002878166],"domain_scores_gemma":[0.9959354,0.0014941317,0.00095362327,0.000112797075,0.0010374205,0.0004666463],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028458938,0.00006967492,0.00031044724,0.000054153552,0.0007896289,0.000025783096,0.0001961616,0.00008102552,0.000042131403],"category_scores_gemma":[0.0028129604,0.000062755396,0.0000364097,0.00013748,0.0005336888,0.00064913556,0.00009102977,0.00014538429,1.07933936e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018864908,0.00006987873,0.7945482,0.0001158389,0.00004809192,0.0000028547133,0.11727297,8.592273e-8,0.0000030255223,0.000914686,0.006961582,0.08004392],"study_design_scores_gemma":[0.0004811721,0.00023343902,0.82467777,0.00017130372,0.000021194805,8.617388e-7,0.05889083,9.2615244e-7,6.068899e-7,0.00011358157,0.11536874,0.000039582348],"about_ca_topic_score_codex":0.13412158,"about_ca_topic_score_gemma":0.12766005,"teacher_disagreement_score":0.10840716,"about_ca_system_score_codex":0.00084842835,"about_ca_system_score_gemma":0.0023012895,"threshold_uncertainty_score":0.88825786},"labels":[],"label_agreement":null},{"id":"W3215564773","doi":"10.2196/31911","title":"Elements That Underpin the Design, Development, and Evaluation of Social Media Health Interventions: Protocol for a Scoping Review","year":2021,"lang":"en","type":"review","venue":"JMIR Research Protocols","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Al Jalila Foundation; Pfizer","keywords":"Psychological intervention; Social media; PsycINFO; Dissemination; Public relations; Public health; Psychology; Medicine; Internet privacy; Computer science; MEDLINE; World Wide Web; Political science; Nursing","score_opus":0.9643416779761209,"score_gpt":0.8078953758889701,"score_spread":0.15644630208715082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3215564773","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[6.952062e-9,0.36386296,0.00006465135,0.0010161841,0.000038403625,0.63495207,0.0000070376827,0.000015310561,0.000043354412],"genre_scores_gemma":[4.5343747e-9,0.30450204,0.00096335745,0.000033394197,0.0003658977,0.69404733,0.000040058298,0.00003119743,0.000016685475],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9715909,0.021961968,0.0018647665,0.0005743541,0.0031412751,0.00086673576],"domain_scores_gemma":[0.9862686,0.009489471,0.0017232526,0.0003456435,0.0019560268,0.00021701044],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.071659304,0.00026488677,0.0014411798,0.0002871555,0.0019867376,0.00019545668,0.00072416576,0.0002920382,0.00028184007],"category_scores_gemma":[0.020348018,0.00020376021,0.0003180505,0.0013814078,0.0005155475,0.00018885892,0.0002116034,0.00065854855,0.000008661324],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000062289078,0.00012311536,0.0000017611216,0.32327563,0.000023899494,6.277796e-8,0.005537351,3.5284136e-9,5.9876992e-9,0.00041259572,0.0042813737,0.66633797],"study_design_scores_gemma":[0.00031129032,0.000058598307,0.000004163996,0.46573925,0.000018236871,1.9768491e-7,0.0006274296,2.4134533e-7,6.042062e-7,0.00017222724,0.53298247,0.00008531226],"about_ca_topic_score_codex":0.000054949258,"about_ca_topic_score_gemma":0.0009329206,"teacher_disagreement_score":0.6662527,"about_ca_system_score_codex":0.0018917493,"about_ca_system_score_gemma":0.03974896,"threshold_uncertainty_score":0.9993125},"labels":[],"label_agreement":null},{"id":"W3216183184","doi":"","title":"Do online health communities enhance patient–physician relationship? An assessment of the impact of social support and patient empowerment","year":2018,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Empowerment; Psychology; Online participation; Patient Empowerment; Social support; Public relations; Internet privacy; Knowledge management; Business; Social psychology; The Internet; World Wide Web; Computer science; Political science","score_opus":0.12442542178119613,"score_gpt":0.5129205310956463,"score_spread":0.38849510931445014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3216183184","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98849624,0.000053662978,2.5323322e-7,0.0013354394,0.0010308267,0.0022303641,0.00027818434,0.000011104759,0.0065639084],"genre_scores_gemma":[0.9971375,0.0017129763,0.00034328888,0.000074328294,0.0002857075,0.0002954328,0.00011129657,0.00002618911,0.0000132927335],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99470985,0.0028114766,0.0009614959,0.00034613916,0.0005886424,0.0005824258],"domain_scores_gemma":[0.995966,0.0016752481,0.0010780167,0.0006673259,0.00041338382,0.0001999967],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002522141,0.00018977634,0.0005238366,0.00024458574,0.00087720354,0.00005893359,0.00058712804,0.00029788847,0.000055031363],"category_scores_gemma":[0.00077850913,0.00017819829,0.00015238623,0.00023208276,0.0016538952,0.00013232134,0.00056870846,0.0011952916,3.8234774e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004839893,0.0011535063,0.28886172,0.0002375405,0.000068794885,2.0684742e-7,0.44713,0.0002975257,0.000009255223,0.0016364706,0.00012986932,0.2604267],"study_design_scores_gemma":[0.00015255727,0.00083574513,0.8530658,0.00027344056,0.0000059915997,1.6116137e-7,0.14169627,0.00018836031,0.000015515474,0.002287598,0.0012895074,0.00018905585],"about_ca_topic_score_codex":0.017544428,"about_ca_topic_score_gemma":0.011465136,"teacher_disagreement_score":0.5642041,"about_ca_system_score_codex":0.003224313,"about_ca_system_score_gemma":0.0076031615,"threshold_uncertainty_score":0.9980228},"labels":[],"label_agreement":null},{"id":"W3216331654","doi":"10.1186/s12889-021-12165-x","title":"Understanding how young African adults interact with peer-generated sexual health information on Facebook and uncovering strategies for successful organic engagement","year":2021,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Reproductive health; Biostatistics; Public health; Social media; Medicine; Health communication; Thematic analysis; Reproductive medicine; Scholarship; Peer group; Social psychology; Psychology; Population; Qualitative research; Sociology; Pregnancy; Environmental health; Nursing","score_opus":0.2502979212759404,"score_gpt":0.38711008814271786,"score_spread":0.13681216686677744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3216331654","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7217868,0.0001514524,0.0677478,0.19680582,0.003779593,0.0068032164,0.00008829315,0.00033311188,0.0025038864],"genre_scores_gemma":[0.9957069,0.00012382475,0.0015166085,0.0013495559,0.00041993018,0.00059220934,0.00020190678,0.000020514743,0.00006854657],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9968619,0.0009164103,0.0004201086,0.00030845628,0.0006938289,0.0007993209],"domain_scores_gemma":[0.9972475,0.0010742063,0.0004592578,0.00017124604,0.00048456388,0.00056323444],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003717852,0.00016992402,0.00028409652,0.00019371751,0.0016105263,0.00095878507,0.00013812626,0.000087301494,0.000046643876],"category_scores_gemma":[0.0027595272,0.0001685343,0.00002081666,0.0007151644,0.00010158953,0.0015600937,0.00003292197,0.00026641192,0.0000037915581],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00022168498,0.00022843906,0.036093943,0.002270708,0.00006522737,0.0000012438371,0.8281723,0.0000831425,0.000012448191,0.085666776,0.00587677,0.041307267],"study_design_scores_gemma":[0.0010783026,0.00088263495,0.009592658,0.00016967033,0.000004999401,0.0000025728027,0.91856414,0.0004001582,0.000009782757,0.00031226713,0.06872544,0.00025739928],"about_ca_topic_score_codex":0.008782434,"about_ca_topic_score_gemma":0.09055957,"teacher_disagreement_score":0.2739201,"about_ca_system_score_codex":0.0038478777,"about_ca_system_score_gemma":0.018390542,"threshold_uncertainty_score":0.99997616},"labels":[],"label_agreement":null},{"id":"W3216372912","doi":"10.2196/29768","title":"A Pipeline to Understand Emerging Illness Via Social Media Data Analysis: Case Study on Breast Implant Illness","year":2021,"lang":"en","type":"article","venue":"JMIR Medical Informatics","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Social media; Pipeline (software); Mental illness; Construct (python library); Computer science; Mental health; Data science; Medicine; Psychology; Psychiatry; World Wide Web","score_opus":0.12961298866462365,"score_gpt":0.44950192582367166,"score_spread":0.319888937159048,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3216372912","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96736425,0.00002416447,0.0070578796,0.016916273,0.0056185564,0.001679942,0.00022125112,0.00016710449,0.00095056376],"genre_scores_gemma":[0.9942349,0.000022765047,0.00026489815,0.0025774469,0.002335591,0.00022188322,0.0003055258,0.000018085419,0.00001889728],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9949152,0.0005248679,0.0010599104,0.00030220835,0.0025196658,0.0006781624],"domain_scores_gemma":[0.9952987,0.0022736972,0.000295579,0.0006567063,0.00046918308,0.0010061733],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003017781,0.000214635,0.000537528,0.00032124916,0.0013790674,0.00015561248,0.0007817389,0.0002906039,0.0005637456],"category_scores_gemma":[0.0053724553,0.00020428063,0.000085741085,0.0030769904,0.0002462394,0.00044025213,0.00034598334,0.0005222892,0.00007537857],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023001374,0.0004961666,0.0007930501,0.000058539765,0.0001522078,0.00059942005,0.8819029,0.000004206934,2.2909809e-7,0.00043956246,0.01182562,0.10370515],"study_design_scores_gemma":[0.0005897217,0.00003436715,0.0013280343,0.000041201285,0.0002679021,0.00018689474,0.9842095,0.0011903847,0.0000021684666,0.00009584445,0.011729692,0.00032430145],"about_ca_topic_score_codex":0.0026154572,"about_ca_topic_score_gemma":0.03363538,"teacher_disagreement_score":0.10338085,"about_ca_system_score_codex":0.00042340238,"about_ca_system_score_gemma":0.0017335559,"threshold_uncertainty_score":0.999921},"labels":[],"label_agreement":null},{"id":"W3216657573","doi":"10.1097/phm.0000000000001926","title":"Development and Implementation of an International Virtual Didactic Series for Physical Medicine and Rehabilitation Graduate Medical Education During COVID-19","year":2021,"lang":"en","type":"article","venue":"American Journal of Physical Medicine & Rehabilitation","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Audience measurement; Graduate medical education; Coronavirus disease 2019 (COVID-19); MEDLINE; Rehabilitation; Discussion board; Association (psychology); Academic medicine; Academic year","score_opus":0.04549192022178957,"score_gpt":0.4708746603237885,"score_spread":0.42538274010199895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3216657573","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92848414,0.000055148343,0.0001935712,0.06960631,0.0010332215,0.00058515073,0.000003134459,0.0000146147,0.000024729874],"genre_scores_gemma":[0.98743564,0.000036693746,0.009595696,0.00033093832,0.0023703803,0.00017900857,0.00003102312,0.000016025517,0.00000459472],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9966516,0.00070024387,0.00083014136,0.00029365523,0.001311891,0.00021246975],"domain_scores_gemma":[0.98756117,0.009425458,0.00092982495,0.00012274699,0.0013462128,0.0006145982],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0021587096,0.00015298097,0.0005264901,0.0002949434,0.00030949907,0.000016947131,0.00014538373,0.00004775126,0.00003545391],"category_scores_gemma":[0.052446574,0.00013618659,0.00006609404,0.0005238536,0.0020763995,0.00077832636,0.000025464673,0.00019856363,2.894613e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023106548,0.00032951587,0.0064665386,0.00019503201,0.000037819038,8.597397e-7,0.3794886,0.000003482191,0.0006226057,0.020249603,0.000040933017,0.592334],"study_design_scores_gemma":[0.0022219508,0.020674663,0.19302909,0.0005402118,0.00014029471,0.000024654919,0.76381207,0.00010209901,0.00015430656,0.013848741,0.005245327,0.00020657947],"about_ca_topic_score_codex":0.0012104741,"about_ca_topic_score_gemma":0.0006671386,"teacher_disagreement_score":0.5921274,"about_ca_system_score_codex":0.00048748872,"about_ca_system_score_gemma":0.0030227671,"threshold_uncertainty_score":0.95553505},"labels":[],"label_agreement":null},{"id":"W3216930759","doi":"10.1387/zer.22667","title":"Online Reputation Management in Canadian Hospitals","year":2021,"lang":"en","type":"article","venue":"Zer - Revista de Estudios de Comunicación","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Reputation; Publishing; Business; Social media; Dissemination; Public relations; Reputation management; Key (lock); Health information; Advertising; Health care; Political science; World Wide Web; Computer science","score_opus":0.05375935472152516,"score_gpt":0.3875165808550587,"score_spread":0.33375722613353354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3216930759","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.961288,0.0030965032,0.000026103366,0.025453031,0.0008312915,0.000994457,0.000009781269,0.000058853828,0.008242032],"genre_scores_gemma":[0.9896874,0.004024605,0.004004165,0.0013544913,0.00035368768,0.00027859944,0.000048511167,0.000019529141,0.00022903284],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977145,0.0006906743,0.00034487157,0.00027474717,0.00028840464,0.000686779],"domain_scores_gemma":[0.9983622,0.0005362206,0.000101535144,0.0003940231,0.00016379353,0.00044227284],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015905182,0.00010698075,0.00021176017,0.0001403881,0.00036661688,0.00011803993,0.00032617926,0.00012790418,0.00012704998],"category_scores_gemma":[0.0036523538,0.00013627487,0.000054441334,0.0009521149,0.0001131969,0.00012674753,0.00006377258,0.00023922783,0.000041144136],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007047994,0.0003260819,0.6338271,0.00014082043,0.0000600337,0.0003189276,0.039447285,0.000029991525,0.000008691093,0.23059168,0.0038158325,0.091426514],"study_design_scores_gemma":[0.0002103371,0.000013562878,0.5220903,0.00012574537,0.000027904325,0.0000027090682,0.009456734,0.000036881695,0.0000043861032,0.0010850079,0.46678445,0.00016195142],"about_ca_topic_score_codex":0.22133055,"about_ca_topic_score_gemma":0.5675827,"teacher_disagreement_score":0.46296862,"about_ca_system_score_codex":0.002653013,"about_ca_system_score_gemma":0.002106099,"threshold_uncertainty_score":0.78385466},"labels":[],"label_agreement":null},{"id":"W360650851","doi":"10.1212/wnl.84.14_supplement.p4.195","title":"A Randomized-Controlled Trial Comparing Efficacy and User Satisfaction of Audio Podcasts Versus a Traditional Lecture on Multiple Sclerosis in Family Medicine Resident Education (P4.195)","year":2015,"lang":"en","type":"article","venue":"Neurology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Bible College; University of Calgary","funders":"","keywords":"Randomized controlled trial; Multiple sclerosis; Medicine; Patient satisfaction; Alternative medicine; Medical education; Physical therapy; Family medicine; Psychology; Multimedia; Medical physics; Internal medicine; Computer science; Psychiatry; Nursing; Pathology","score_opus":0.2778326573560235,"score_gpt":0.3924312616477477,"score_spread":0.1145986042917242,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W360650851","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97395605,0.00032195324,0.000009911957,0.009032131,0.011847345,0.004066126,9.2484726e-7,0.000024488942,0.00074107083],"genre_scores_gemma":[0.9964104,0.00016180932,0.000044332977,0.00053266744,0.0017185097,0.0011124762,0.000007188883,0.0000095989435,0.0000029878256],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9965664,0.0019885201,0.0005396841,0.00025316392,0.00043120098,0.00022100996],"domain_scores_gemma":[0.98594993,0.013311308,0.00033906277,0.000105019295,0.00014021259,0.00015448224],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001918366,0.000115037314,0.00073776854,0.00026890135,0.0001283621,0.000011400451,0.00008214146,0.00019280074,0.000023382494],"category_scores_gemma":[0.024210894,0.000103754755,0.000055290642,0.00022042722,0.0003946583,0.00009504917,0.000010205255,0.00027652315,0.000003788565],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9660226,0.00018878643,0.011831869,0.000007928805,0.00002090913,5.0906e-7,0.017050903,0.0001063628,0.00007240639,0.0016316436,0.00037893618,0.002687113],"study_design_scores_gemma":[0.72026896,0.0009795451,0.27720627,0.000030177898,0.000046907855,4.744257e-7,0.00032521176,0.00009819951,0.0000038055107,0.0006715409,0.0003057707,0.000063102554],"about_ca_topic_score_codex":0.03472897,"about_ca_topic_score_gemma":0.018457834,"teacher_disagreement_score":0.2653744,"about_ca_system_score_codex":0.00016310331,"about_ca_system_score_gemma":0.00081593334,"threshold_uncertainty_score":0.99945277},"labels":[],"label_agreement":null},{"id":"W388546716","doi":"","title":"Re: The Internet's Impact on the Practice of Psychiatry/Response: The Internet's Impact on the Practice of Psychiatry","year":2004,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"The Internet; Psychiatry; Psychology; Medicine; World Wide Web; Computer science","score_opus":0.04017172143916517,"score_gpt":0.3979844864674779,"score_spread":0.3578127650283127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W388546716","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38063788,0.002317119,0.000012853218,0.5947,0.016218508,0.0011554069,0.000026024694,0.000009729863,0.004922504],"genre_scores_gemma":[0.9781444,0.00022864592,0.00060809933,0.016187586,0.0046054143,0.000057892645,0.000001259347,0.000060760005,0.00010591652],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9896434,0.006185605,0.0013640883,0.0003030152,0.0015750675,0.0009288566],"domain_scores_gemma":[0.9771548,0.01643092,0.0035677787,0.0013143553,0.00089378183,0.000638387],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.017789125,0.00043834167,0.00048681546,0.0002780893,0.0017322265,0.00035135972,0.0034675885,0.00030030706,0.00061767607],"category_scores_gemma":[0.019216064,0.00017984197,0.00072261126,0.0015036139,0.0016896434,0.0005321158,0.00004720796,0.0026765454,0.000068078276],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00534387,0.0007444112,0.05416064,0.000050226965,0.0013038156,0.0000070694064,0.15904567,0.00076427456,0.000005632968,0.5323774,0.24419376,0.0020032472],"study_design_scores_gemma":[0.0020432288,0.0054471055,0.2522421,0.0020894369,0.0014244635,0.00037798844,0.4479586,0.000035096382,0.000054928278,0.15544173,0.13206838,0.0008169879],"about_ca_topic_score_codex":0.27028203,"about_ca_topic_score_gemma":0.49201512,"teacher_disagreement_score":0.5975065,"about_ca_system_score_codex":0.0014033288,"about_ca_system_score_gemma":0.029412081,"threshold_uncertainty_score":0.9996243},"labels":[],"label_agreement":null},{"id":"W4200196642","doi":"10.12688/f1000research.73439.2","title":"Reframing organizations in the digital age: A qualitative study exploring institutional social media adoption involving emergency physicians and other researchers","year":2021,"lang":"en","type":"preprint","venue":"F1000Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; McMaster University","funders":"Türkiye Bilimsel ve Teknolojik Araştırma Kurumu; Physicians' Services Incorporated Foundation; Government of Ontario; McMaster University","keywords":"Betweenness centrality; Mentorship; Social network analysis; Public relations; Social media; Sociology; Knowledge management; Centrality; Medicine; Political science; Medical education; Computer science","score_opus":0.5342914023676433,"score_gpt":0.5399134317527238,"score_spread":0.005622029385080496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200196642","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9888583,0.0005137623,0.000044100285,0.0038405121,0.0021281217,0.002632765,0.000049742077,0.000062914805,0.0018697754],"genre_scores_gemma":[0.9934369,0.0007050567,0.0001352598,0.000036743386,0.0024289358,0.0030071065,0.00015234105,0.00004203198,0.000055665892],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9910895,0.0047368975,0.00055775594,0.0005906441,0.0023312727,0.000693892],"domain_scores_gemma":[0.99387974,0.0046602576,0.0001798831,0.00028679572,0.00084072235,0.00015262087],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.007328142,0.00019496473,0.00029123464,0.00042168162,0.0019586557,0.0007703534,0.00071964756,0.0002589204,0.00016659232],"category_scores_gemma":[0.035034277,0.00019833178,0.000056682144,0.002635704,0.0008775631,0.00055738114,0.00058339094,0.0017974759,0.000014451351],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010393264,0.00036908378,0.019092867,0.00008630592,0.000025096877,0.000013764997,0.9658622,0.000011432882,0.00001053915,0.006340304,0.00014407202,0.008033902],"study_design_scores_gemma":[0.00015659575,0.000022128752,0.09679683,0.00013075108,0.000010473734,1.635167e-7,0.8983915,0.000019424298,0.0000012799064,0.0025152133,0.0017838991,0.00017173222],"about_ca_topic_score_codex":0.016063195,"about_ca_topic_score_gemma":0.038720306,"teacher_disagreement_score":0.07770397,"about_ca_system_score_codex":0.0010594897,"about_ca_system_score_gemma":0.0023006664,"threshold_uncertainty_score":0.99934065},"labels":[],"label_agreement":null},{"id":"W4200239034","doi":"10.1136/bmjebm-2021-111850","title":"Users' Guides to the Medical Literature series on social media (part 2): how to appraise studies using data from platforms","year":2021,"lang":"en","type":"article","venue":"BMJ evidence-based medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Impact; Université de Montréal","funders":"","keywords":"Series (stratigraphy); Social media; Data science; Computer science; World Wide Web; Information retrieval; Geology","score_opus":0.64309403782733,"score_gpt":0.5438279267303098,"score_spread":0.09926611109702022,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200239034","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19577633,0.009285205,0.00019949023,0.77453595,0.017982585,0.0018945229,0.00011391474,0.00011645941,0.00009556179],"genre_scores_gemma":[0.5461551,0.014684841,0.018727792,0.15081418,0.26332706,0.0037376382,0.0014984885,0.0002319345,0.00082297256],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99349797,0.0008360172,0.00069496554,0.0008393913,0.0034064504,0.0007252171],"domain_scores_gemma":[0.9697146,0.026350176,0.00033921492,0.0012619628,0.0013062585,0.0010278291],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0072135204,0.0003153873,0.00068514084,0.0001785272,0.0014031644,0.00017059606,0.0014108842,0.0003324189,0.0005821879],"category_scores_gemma":[0.34629515,0.0002122637,0.00007206599,0.0021283946,0.0009159776,0.00078822597,0.00033230416,0.0005587315,0.000066245026],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041758336,0.00010545672,0.0029051173,0.0001981872,0.00012092105,0.00021389392,0.2661308,0.000019320416,0.00011835399,0.0022611748,0.69760805,0.029901117],"study_design_scores_gemma":[0.000980814,0.0002683267,0.009163463,0.01623545,0.00026720288,0.000008951142,0.2094912,0.00008136846,0.00034766537,0.0014649465,0.7610567,0.0006338917],"about_ca_topic_score_codex":0.0017542042,"about_ca_topic_score_gemma":0.020005945,"teacher_disagreement_score":0.6237218,"about_ca_system_score_codex":0.0005187217,"about_ca_system_score_gemma":0.0043059248,"threshold_uncertainty_score":0.9998969},"labels":[{"model":"gemma","categories":["metaresearch"],"domain":"methods","study_design":"not_applicable","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["metaresearch"],"domain":"evaluation","study_design":"not_applicable","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"agree"},{"id":"W4200294250","doi":"10.1136/bmjebm-2021-111817","title":"Users' Guides to the Medical Literature series on social media (part 1): how to interpret healthcare information available on platforms","year":2021,"lang":"en","type":"article","venue":"BMJ evidence-based medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Impact; Université de Montréal","funders":"","keywords":"Social media; Health care; Medical information; Data science; Internet privacy; Computer science; Public relations; World Wide Web; Knowledge management; Political science","score_opus":0.20942782448776642,"score_gpt":0.434394690256741,"score_spread":0.22496686576897457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200294250","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.041521695,0.0010085145,0.00010561343,0.9397186,0.013668647,0.0025570828,0.0000371548,0.00015074085,0.001231948],"genre_scores_gemma":[0.62822,0.0032872004,0.0012877611,0.3153249,0.044871252,0.00520304,0.00047085606,0.00007776519,0.0012571787],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9941326,0.0006749054,0.0007532372,0.00042656908,0.0032684589,0.0007442747],"domain_scores_gemma":[0.98737687,0.0095317215,0.00023821738,0.0005307341,0.0012660399,0.0010564328],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0057498286,0.00028468051,0.00047875015,0.00030608755,0.0011335739,0.00021983703,0.00067723554,0.000417699,0.0014528998],"category_scores_gemma":[0.18680772,0.0001973295,0.00009247343,0.0021122273,0.00039277683,0.0010062504,0.000074701726,0.0007138345,0.00057884003],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00049973646,0.000047550315,0.00096145575,0.00023154187,0.000015103918,0.000030359322,0.20439842,0.000008353196,0.0000075026164,0.01079488,0.7264316,0.056573465],"study_design_scores_gemma":[0.0005718278,0.00078968174,0.0043672444,0.011472818,0.000030483976,0.00000702715,0.048037045,0.000013948716,0.00035643877,0.0005849106,0.93343323,0.00033535252],"about_ca_topic_score_codex":0.0011727628,"about_ca_topic_score_gemma":0.008668172,"teacher_disagreement_score":0.6243937,"about_ca_system_score_codex":0.0008248908,"about_ca_system_score_gemma":0.004542502,"threshold_uncertainty_score":0.9994599},"labels":[{"model":"gemma","categories":["metaresearch"],"domain":"methods","study_design":"not_applicable","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W4200317397","doi":"10.1016/j.ekir.2021.11.039","title":"Challenges and Opportunities of a Virtual Nephrology Meeting: The ISN World Congress of Nephrology 2021","year":2021,"lang":"en","type":"editorial","venue":"Kidney International Reports","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Delegate; Exhibition; Pandemic; Library science; Medical education; Internal medicine; Computer science; Disease","score_opus":0.0929443282070777,"score_gpt":0.3786227660429964,"score_spread":0.2856784378359187,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200317397","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0028489195,0.004448556,0.0000014895506,0.046970658,0.9138629,0.00055518677,0.000091151676,0.000017332115,0.031203851],"genre_scores_gemma":[0.016531367,0.052692372,0.00013097117,0.0012395382,0.92217827,0.00061458716,0.0006266505,0.000051670497,0.00593455],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99595356,0.0007466518,0.0010664099,0.00045843722,0.0014633032,0.0003116452],"domain_scores_gemma":[0.98863894,0.0066446536,0.0020752274,0.00036621123,0.0020137988,0.0002611677],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0026916508,0.0002110409,0.0005924931,0.00028079926,0.00017780805,0.00003533879,0.00042190994,0.0006649701,0.0007235561],"category_scores_gemma":[0.033606254,0.00019759462,0.0001247511,0.00014062747,0.0014031768,0.00012397679,0.0001916545,0.00054989796,0.000001232678],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003133292,0.000074743206,0.00024742435,0.00008092604,0.00022293057,0.00008067607,0.013323962,5.266128e-7,0.000022421495,0.020231381,0.95585907,0.009824602],"study_design_scores_gemma":[0.00013259672,0.00005694881,0.00046523495,0.00024328842,0.00007471201,0.000010266731,0.005476403,0.0000015268483,0.000025098178,0.001276758,0.99210465,0.00013253556],"about_ca_topic_score_codex":0.0048896256,"about_ca_topic_score_gemma":0.0062447763,"teacher_disagreement_score":0.048243817,"about_ca_system_score_codex":0.00018141056,"about_ca_system_score_gemma":0.0061815334,"threshold_uncertainty_score":0.9994525},"labels":[],"label_agreement":null},{"id":"W4200407787","doi":"10.1177/22925503211064382","title":"Entering the Misinformation Age: Quality and Reliability of YouTube for Patient Information on Liposuction","year":2021,"lang":"en","type":"article","venue":"Plastic Surgery","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Misinformation; Reliability (semiconductor); Liposuction; Quality (philosophy); Medicine; Psychology; Computer science; Surgery; Computer security; Physics","score_opus":0.10767188110317112,"score_gpt":0.36880899798115546,"score_spread":0.26113711687798435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200407787","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98533773,0.00001822372,0.0006964945,0.0014153088,0.011972109,0.00034475123,0.000012998289,0.000021891308,0.00018048949],"genre_scores_gemma":[0.9993069,0.000060237453,0.00013294726,0.00007433312,0.00021382654,0.00016657694,0.000041566716,0.000002414856,0.0000011800087],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99883276,0.00022863275,0.00044697121,0.00007124406,0.00028475552,0.00013560905],"domain_scores_gemma":[0.9611272,0.03809771,0.00027790954,0.00010685836,0.0003374589,0.00005284163],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0014899077,0.000050019215,0.00012208876,0.000050265357,0.0002894129,0.00004215515,0.00003179466,0.00006011279,0.000014165122],"category_scores_gemma":[0.101739064,0.00004260246,0.000044867025,0.00018930777,0.00010068665,0.00042687522,0.00001152293,0.000059860755,0.0000032271505],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042131467,0.0002610413,0.19562645,0.0014033071,0.000029736586,4.203126e-7,0.30976132,0.0004928049,0.000099274526,0.008835247,0.002598214,0.48047087],"study_design_scores_gemma":[0.0001919021,0.000057156234,0.9165063,0.0001586476,0.000024840932,7.3810065e-7,0.030338502,0.00031421776,0.0007931336,0.00075358653,0.050707467,0.0001535379],"about_ca_topic_score_codex":0.0007933843,"about_ca_topic_score_gemma":0.000098749886,"teacher_disagreement_score":0.7208798,"about_ca_system_score_codex":0.00013053541,"about_ca_system_score_gemma":0.00026766688,"threshold_uncertainty_score":0.90582734},"labels":[],"label_agreement":null},{"id":"W4200426369","doi":"10.1093/ofid/ofab466.1169","title":"974. The Use of Social Media for Medical Education During the COVID-19 Pandemic; A Vision to the Future","year":2021,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network","funders":"","keywords":"Pandemic; Social media; Coronavirus disease 2019 (COVID-19); Medicine; Latin Americans; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Social distance; Medical education; Family medicine; Public relations; Political science; Pathology; Law; Infectious disease (medical specialty)","score_opus":0.0839831416457278,"score_gpt":0.441463150344798,"score_spread":0.3574800086990702,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200426369","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4241442,0.00050931383,0.00013902347,0.5592499,0.009857731,0.0054820785,0.00011774052,0.000071383794,0.00042863563],"genre_scores_gemma":[0.9578027,0.0002618995,0.00005118791,0.031780045,0.004691955,0.0051263045,0.00004726799,0.000024203515,0.00021445016],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99756855,0.0008188024,0.00029776216,0.0002607014,0.00068520685,0.0003690015],"domain_scores_gemma":[0.99263847,0.0059794374,0.00017214603,0.00031172577,0.00038644776,0.00051174854],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0011412351,0.00011132928,0.0001771587,0.000045825018,0.003366533,0.00033947633,0.0007523582,0.00012583242,0.00040682996],"category_scores_gemma":[0.043899205,0.000066017565,0.0001159713,0.0008403329,0.00025050895,0.00024632362,0.0002716977,0.00016221579,0.000019063167],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018290654,0.0006494975,0.32791376,0.00012610736,0.000060373117,9.385466e-7,0.14976504,0.00004725634,0.000010885402,0.039781608,0.3733012,0.10816042],"study_design_scores_gemma":[0.00023795127,0.000027964614,0.10793161,0.000024075065,0.000045477635,0.0000026403743,0.029606069,0.000004134854,0.0000038118944,0.0025021217,0.8595179,0.000096283606],"about_ca_topic_score_codex":0.0046183197,"about_ca_topic_score_gemma":0.1031217,"teacher_disagreement_score":0.53365844,"about_ca_system_score_codex":0.00048137511,"about_ca_system_score_gemma":0.00699983,"threshold_uncertainty_score":0.99862957},"labels":[],"label_agreement":null},{"id":"W4200469222","doi":"10.1108/ijhg-03-2021-0032","title":"A critical analysis of the social media policies in Ontario's healthcare system","year":2021,"lang":"en","type":"article","venue":"International Journal of Health Governance","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Health care; Public relations; Social media; Unintended consequences; Business; Quality (philosophy); Originality; Internet privacy; Qualitative research; Political science; Sociology; Computer science","score_opus":0.10295559347297431,"score_gpt":0.4588061371306908,"score_spread":0.3558505436577165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200469222","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77801955,0.0017255452,0.000040004084,0.2051689,0.014307357,0.00016071272,0.000046547626,0.000006145278,0.0005252165],"genre_scores_gemma":[0.9974995,0.0002990159,0.00021277356,0.0010235831,0.00092410867,0.000012885241,0.0000023973755,0.0000058914193,0.000019834979],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9959344,0.00090524607,0.0011120248,0.00012335548,0.0016304587,0.0002945149],"domain_scores_gemma":[0.9946354,0.0021223647,0.0013379963,0.00010354232,0.0016746406,0.00012607587],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001963269,0.00007677938,0.0004436331,0.00016219237,0.00024786653,0.000037462596,0.00055845606,0.0000938712,0.000087409695],"category_scores_gemma":[0.0083796065,0.00006864961,0.00022689036,0.0010297521,0.0002185037,0.00020161776,0.000047383775,0.0004266009,0.0000010691047],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000046151523,0.00017778836,0.5376771,0.00007847528,0.00018107529,0.000021376769,0.20913035,0.000036728532,0.00000675939,0.24279785,0.00057311973,0.009273235],"study_design_scores_gemma":[0.00019971284,0.0000126726645,0.9717335,0.00031213483,0.000037190926,0.000006867775,0.016682174,0.000009541857,0.000011752331,0.0004749884,0.010470227,0.000049238934],"about_ca_topic_score_codex":0.33830613,"about_ca_topic_score_gemma":0.827222,"teacher_disagreement_score":0.48891586,"about_ca_system_score_codex":0.004732825,"about_ca_system_score_gemma":0.009639243,"threshold_uncertainty_score":0.99997324},"labels":[],"label_agreement":null},{"id":"W4200486786","doi":"10.1016/j.eujim.2021.102028","title":"The Society for Integrative Oncology Practice Recommendations for online consultation and treatment","year":2021,"lang":"en","type":"article","venue":"European Journal of Integrative Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Alternative medicine; Integrative medicine; Family medicine; Pathology","score_opus":0.21128634467080104,"score_gpt":0.5122133721551154,"score_spread":0.3009270274843144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200486786","genre_codex":"commentary","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010090399,0.0052212127,0.035385814,0.93444854,0.007419593,0.001976641,0.000058346817,0.000016124812,0.005383302],"genre_scores_gemma":[0.12223607,0.13820642,0.67807734,0.018893398,0.033199765,0.0011330452,0.0005158488,0.00015626161,0.007581851],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.997199,0.0017610344,0.00056333287,0.00012598107,0.00017820703,0.00017245785],"domain_scores_gemma":[0.9603545,0.034762103,0.00081230426,0.000065406246,0.0038655514,0.00014010769],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0040923287,0.00011548638,0.0002768094,0.000039088558,0.00086103124,0.000032992204,0.00011090301,0.00003356943,0.000022806027],"category_scores_gemma":[0.08597315,0.000059034326,0.00014838924,0.0002272783,0.0006247003,0.00018058605,0.000008696884,0.00021928335,8.4660024e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020487986,0.00016775784,0.000028805463,0.0000058828814,0.00022167187,0.000003504795,0.32846335,3.3244586e-7,0.00011491768,0.0155220525,0.037704922,0.61756194],"study_design_scores_gemma":[0.0010971153,0.0014608677,0.0001555471,0.00009949297,0.00011956043,0.000009566286,0.38717544,0.00001506499,0.000046721256,0.0005430401,0.60924447,0.000033115015],"about_ca_topic_score_codex":0.00014002198,"about_ca_topic_score_gemma":0.0016343506,"teacher_disagreement_score":0.9155552,"about_ca_system_score_codex":0.0006211652,"about_ca_system_score_gemma":0.0013432225,"threshold_uncertainty_score":0.9217261},"labels":[],"label_agreement":null},{"id":"W4200520963","doi":"10.25282/ted.981886","title":"Exploring differences in perceptions around Social Media Competencies: An Expert vs. Frontline User Study","year":2021,"lang":"en","type":"article","venue":"Tıp Eğitimi Dünyası","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan; University of British Columbia; McMaster University","funders":"","keywords":"Social media; Curriculum; Knowledge translation; Medical education; Dissemination; Medicine; Psychology; Pedagogy; World Wide Web; Knowledge management; Computer science","score_opus":0.47786112629472927,"score_gpt":0.43252220943691905,"score_spread":0.04533891685781022,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200520963","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9876157,0.0001700888,0.000029411722,0.0043698107,0.0057835476,0.00078002195,0.000011762013,0.00016766952,0.0010719956],"genre_scores_gemma":[0.99196637,0.0004893599,0.00080091227,0.00034969434,0.004697136,0.001558276,0.000038189268,0.000029474839,0.00007061982],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99633086,0.0011330585,0.0005078966,0.0005126079,0.0008373758,0.0006781809],"domain_scores_gemma":[0.9972882,0.0017460195,0.0001192669,0.00026684089,0.0002757232,0.00030391078],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009024615,0.00020547092,0.0004359383,0.00017240849,0.0011457914,0.00017887598,0.00038911914,0.0001506955,0.0014233011],"category_scores_gemma":[0.0024745713,0.00022983695,0.00007635018,0.00082810386,0.000351351,0.000919028,0.00007041834,0.00036625742,0.00008189167],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021370462,0.00096716615,0.20251423,0.000010561012,0.000012778444,0.000016508573,0.7878038,0.0000025375316,0.000055045926,0.0019044663,0.00021484461,0.006476637],"study_design_scores_gemma":[0.00033829216,0.0000561276,0.49229497,0.000022330763,0.000011189186,3.8959445e-7,0.5039304,0.000024415762,0.000006368434,0.00030264223,0.002828942,0.00018398011],"about_ca_topic_score_codex":0.015928479,"about_ca_topic_score_gemma":0.11342123,"teacher_disagreement_score":0.28978074,"about_ca_system_score_codex":0.00059362873,"about_ca_system_score_gemma":0.0009012683,"threshold_uncertainty_score":0.99948955},"labels":[],"label_agreement":null},{"id":"W4200598728","doi":"10.1177/00469580211059305","title":"Using Social Media as a Survey Recruitment Strategy for Post-Secondary Students During the COVID-19 Pandemic","year":2021,"lang":"en","type":"article","venue":"INQUIRY The Journal of Health Care Organization Provision and Financing","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Public Health Ontario; University of Toronto; Simon Fraser University","funders":"","keywords":"Social media; Pandemic; Descriptive statistics; Health literacy; Psychology; Context (archaeology); Population; Coronavirus disease 2019 (COVID-19); Literacy; Survey data collection; Medical education; Analytics; Media literacy; Public relations; Political science; Medicine; Pedagogy; Geography; Computer science; Environmental health; Health care; World Wide Web","score_opus":0.37691972863497125,"score_gpt":0.5049703171499552,"score_spread":0.12805058851498397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200598728","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9792268,0.0034789916,0.0011016349,0.011310268,0.0035901167,0.0012560809,0.000016152086,0.000016849892,0.0000031054003],"genre_scores_gemma":[0.99330574,0.0019665598,0.00013905781,0.0034070862,0.0011090738,0.000017714414,0.00002285093,0.000022669034,0.000009273739],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99607444,0.0021211514,0.00073734944,0.00015120684,0.00061159104,0.00030423814],"domain_scores_gemma":[0.99392605,0.0030262966,0.0009577442,0.00010431036,0.0017817635,0.00020380894],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.006548212,0.00010752511,0.00025910742,0.000083774714,0.0035065473,0.00013258163,0.0002591256,0.00015795391,0.00004851389],"category_scores_gemma":[0.019173829,0.000077992045,0.000038564252,0.00064798625,0.00017116885,0.0002277199,0.000067078356,0.0003898828,0.0000010058101],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000112630754,0.000057637506,0.17126758,0.00033200718,0.00002132366,0.0000034686957,0.7891531,0.0000572894,0.00018437394,0.00024571532,0.00057748,0.037987377],"study_design_scores_gemma":[0.0012295383,0.00017258088,0.5844666,0.000116791125,0.00004033756,0.00009075623,0.4019895,0.0000041657763,0.000066215354,0.00030563114,0.01135958,0.00015833219],"about_ca_topic_score_codex":0.0019661342,"about_ca_topic_score_gemma":0.0039108573,"teacher_disagreement_score":0.413199,"about_ca_system_score_codex":0.001332705,"about_ca_system_score_gemma":0.011185956,"threshold_uncertainty_score":0.99779075},"labels":[],"label_agreement":null},{"id":"W4200605497","doi":"10.1177/15248399211064640","title":"The Paradoxical Relationship Between Health Promotion and the Social Media Industry","year":2021,"lang":"en","type":"article","venue":"Health Promotion Practice","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Scholarship; Public relations; Social media; Health promotion; Mental health; Promotion (chess); Health policy; Public health; Political science; Business; Psychology; Medicine; Nursing; Psychiatry","score_opus":0.38054474203954486,"score_gpt":0.5302345278774239,"score_spread":0.149689785837879,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200605497","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.060470417,0.0014186995,0.0002577395,0.9310333,0.0032954018,0.0022508204,0.000008268654,0.000108544395,0.0011567826],"genre_scores_gemma":[0.9891727,0.0017001173,0.00064204825,0.0028434617,0.004645058,0.00076801225,0.000049181075,0.00002301057,0.00015641296],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9834589,0.013690846,0.00079730956,0.00036534478,0.0009890058,0.0006986001],"domain_scores_gemma":[0.96114707,0.036561232,0.0010781307,0.00025771675,0.00049930863,0.00045652897],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.018574001,0.00013806732,0.00029188275,0.000048336344,0.00935292,0.00025830133,0.00019851176,0.00041655265,0.000042899374],"category_scores_gemma":[0.091174036,0.000104993866,0.000053587086,0.0009581214,0.0008360459,0.00066268304,0.000054997254,0.0017491429,0.000041919713],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006714977,0.0004181137,0.051030643,0.00017011938,0.000026325893,0.0000020148968,0.2555738,2.9714536e-7,1.7504506e-7,0.50739384,0.0065406593,0.17877688],"study_design_scores_gemma":[0.0014091401,0.00019287983,0.6090597,0.0001242426,0.000057329,0.000023438704,0.09138798,0.000013674191,0.0000021573114,0.03741019,0.26009452,0.00022475075],"about_ca_topic_score_codex":0.0020065994,"about_ca_topic_score_gemma":0.0027156214,"teacher_disagreement_score":0.9287023,"about_ca_system_score_codex":0.0007733992,"about_ca_system_score_gemma":0.005895508,"threshold_uncertainty_score":0.9997401},"labels":[],"label_agreement":null},{"id":"W4200613965","doi":"10.1097/der.0000000000000816","title":"Contact Dermatitis and TikTok: A Cross-sectional Analysis of Trending Content","year":2021,"lang":"en","type":"article","venue":"Dermatitis","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Contact dermatitis; Content (measure theory); Allergic contact dermatitis; MEDLINE","score_opus":0.14180227513126092,"score_gpt":0.4103073994307635,"score_spread":0.2685051242995026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200613965","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.990039,0.0006347924,0.00017108346,0.0032937126,0.0014718052,0.0002013669,0.00006608679,0.00003395324,0.004088208],"genre_scores_gemma":[0.9978061,0.00052134536,0.00038255448,0.0008169766,0.00019589145,0.000092927985,0.00006935179,0.0000058466617,0.000109039545],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99861616,0.00024927873,0.0003799104,0.00016580844,0.00037100917,0.000217846],"domain_scores_gemma":[0.9981213,0.0011287641,0.00018889646,0.00010939923,0.0003081608,0.000143445],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034456878,0.000071384275,0.00025405252,0.00019417821,0.00038618353,0.000107049964,0.00007724232,0.0001001331,0.00089553074],"category_scores_gemma":[0.0016788006,0.00008470094,0.00010199899,0.0009402511,0.00017374055,0.00024323529,0.000021892121,0.00008333756,0.000008840794],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[5.052617e-7,0.000026250185,0.971654,0.000031280793,0.00015845815,0.000005383786,0.015983537,0.0000042904344,0.00005470575,0.008364061,0.0004486645,0.0032688673],"study_design_scores_gemma":[0.00016090907,0.000006683499,0.98016566,0.000017791535,0.00010172604,0.000003857783,0.0026257427,0.00007290955,0.0002843012,0.00017421159,0.016308332,0.00007788117],"about_ca_topic_score_codex":0.009253869,"about_ca_topic_score_gemma":0.011331659,"teacher_disagreement_score":0.015859667,"about_ca_system_score_codex":0.00016681248,"about_ca_system_score_gemma":0.00029939043,"threshold_uncertainty_score":0.9973436},"labels":[],"label_agreement":null},{"id":"W4205099072","doi":"10.2196/preprints.31423","title":"Peer Review of “The Exchange of Informational Support in Online Health Communities at the Onset of the COVID-19 Pandemic: Content Analysis” (Preprint)","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Preprint; Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Internet privacy; Peer review; Political science; Computer science; Virology; World Wide Web; Medicine","score_opus":0.4945532912641936,"score_gpt":0.5009780107407844,"score_spread":0.00642471947659079,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205099072","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7449054,0.006436136,0.00002183465,0.24039187,0.001958034,0.004567764,0.00066450675,0.000016142612,0.0010382952],"genre_scores_gemma":[0.9194528,0.059501212,0.00014823847,0.017891912,0.00012450019,0.0006083222,0.0009981353,0.000010414245,0.001264463],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99277866,0.0033991286,0.0016437501,0.00015075303,0.0017853929,0.00024231964],"domain_scores_gemma":[0.99053115,0.0043839077,0.0023333377,0.0010768303,0.0015577851,0.00011697865],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.012334075,0.00014688756,0.00075802027,0.00012586304,0.0003524657,0.000015973063,0.0012695999,0.0001915183,0.0021173353],"category_scores_gemma":[0.017443819,0.00008589535,0.00043175416,0.001092216,0.0010165657,0.00006339578,0.0011669573,0.000646909,0.000001116675],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000833263,0.00014521022,0.69760156,0.0074354107,0.00014695167,3.7340797e-8,0.28704605,0.00014814851,4.20685e-7,0.0006459848,0.0057736672,0.0010482274],"study_design_scores_gemma":[0.0002567598,0.000023197847,0.6830495,0.0033662054,0.00026938488,0.0000017169787,0.2578794,0.000033895005,0.000012238677,0.00034904567,0.054593664,0.00016496096],"about_ca_topic_score_codex":0.27184188,"about_ca_topic_score_gemma":0.5480583,"teacher_disagreement_score":0.2762164,"about_ca_system_score_codex":0.0013077906,"about_ca_system_score_gemma":0.011004009,"threshold_uncertainty_score":0.99879485},"labels":[],"label_agreement":null},{"id":"W4205109469","doi":"10.11114/jets.v10i2.5443","title":"Commentary and Opinions: The Utilization of Social Media by Medical Residency Programs During COVID-19 Pandemic and Beyond","year":2022,"lang":"en","type":"article","venue":"Journal of Education and Training Studies","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Social media; Medical education; Coronavirus disease 2019 (COVID-19); Pandemic; Psychology; Medical school; Public relations; Medicine; Political science","score_opus":0.29298792327280987,"score_gpt":0.49795653901126374,"score_spread":0.20496861573845387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205109469","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8201197,0.014462686,0.0000025362046,0.16315413,0.0019602117,0.00023872274,0.0000043329724,0.0000067823566,0.00005092377],"genre_scores_gemma":[0.9887794,0.008695686,0.00008705886,0.0016974963,0.0006244634,0.00009463672,0.00000749413,0.0000046375917,0.00000909667],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9984836,0.0004852959,0.00035221427,0.00008523827,0.0004739414,0.000119706856],"domain_scores_gemma":[0.9969388,0.0023556268,0.00039273294,0.000029663184,0.00013151424,0.00015161675],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0023971305,0.00005767898,0.00017286169,0.00008161152,0.0017507332,0.000020927175,0.00008756312,0.000038058646,0.000028531113],"category_scores_gemma":[0.0060403864,0.000047408474,0.000019735517,0.00020711738,0.00064325804,0.000111390415,0.000045802044,0.00021221417,2.4223784e-8],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001888159,0.00009039611,0.108945206,0.00006270649,0.00004428085,2.7222646e-7,0.80920416,9.978007e-8,0.0000030053031,0.0026903956,0.007723116,0.071217485],"study_design_scores_gemma":[0.00037348454,0.00006827942,0.08370319,0.00003843046,0.000038449765,0.000023411716,0.8722948,0.0000010635049,7.363035e-7,0.0046663084,0.038739413,0.000052467967],"about_ca_topic_score_codex":0.00023574653,"about_ca_topic_score_gemma":0.0004918659,"teacher_disagreement_score":0.16865975,"about_ca_system_score_codex":0.0001641842,"about_ca_system_score_gemma":0.0012005531,"threshold_uncertainty_score":0.99954885},"labels":[],"label_agreement":null},{"id":"W4205166610","doi":"10.2196/31533","title":"Use of Social Networks in the Context of the Dietitian’s Practice in Brazil and Changes During the COVID-19 Pandemic: Exploratory Study","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Pandemic; Social network (sociolinguistics); Context (archaeology); Exploratory research; Social media; Medicine; Coronavirus disease 2019 (COVID-19); Perception; Medical education; Public relations; Psychology; Nursing; Sociology; Political science; Social science","score_opus":0.37488036285018594,"score_gpt":0.5471085494006764,"score_spread":0.1722281865504905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205166610","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96600276,0.00023230728,4.5129545e-7,0.030187434,0.00029795265,0.0030993763,0.000010787053,0.0000053201247,0.00016360472],"genre_scores_gemma":[0.99537057,0.00029457692,8.592797e-7,0.00061768416,0.00013577037,0.003561657,9.1567057e-7,0.000005448377,0.000012514617],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98592603,0.012123208,0.00027401352,0.00012087065,0.0012073759,0.00034852905],"domain_scores_gemma":[0.98374057,0.015634915,0.0002272659,0.00015923571,0.0001897717,0.000048237343],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.013368165,0.00005857849,0.00013858941,0.00013319044,0.0018174427,0.000043369386,0.000493321,0.000050281094,0.00002949216],"category_scores_gemma":[0.007833969,0.0000364394,0.000022647693,0.001511622,0.00089390704,0.00036587007,0.00030771282,0.0009569748,4.89247e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000095194824,0.0002239164,0.12387464,0.000036246598,0.0000060694156,8.01109e-7,0.8724001,0.000009853793,0.0000039109077,0.0010066709,0.00056780176,0.0017748019],"study_design_scores_gemma":[0.00025949828,0.000098069846,0.26457056,0.000007838051,0.0000018411725,5.1374155e-7,0.71658045,0.000014754619,0.0000015729795,0.00009679681,0.01833951,0.000028592538],"about_ca_topic_score_codex":0.011531097,"about_ca_topic_score_gemma":0.058634527,"teacher_disagreement_score":0.15581965,"about_ca_system_score_codex":0.00064406067,"about_ca_system_score_gemma":0.00070295186,"threshold_uncertainty_score":0.99948204},"labels":[],"label_agreement":null},{"id":"W4205197977","doi":"10.18357/otessac.2021.1.1.52","title":"Graphic Narratives of Open Scholarship","year":2021,"lang":"en","type":"article","venue":"The Open/Technology in Education Society and Scholarship Association Conference","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Brock University","funders":"","keywords":"Scholarship; Citizen journalism; Metaphor; Narrative; Digital scholarship; Value (mathematics); Sociology; Participatory culture; Scholarly communication; Engaged scholarship; Media studies; Public relations; Computer science; Political science; World Wide Web; Art","score_opus":0.147408373421926,"score_gpt":0.4478647675889256,"score_spread":0.30045639416699965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205197977","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83381146,0.0014632493,0.000018002645,0.15677713,0.0015913566,0.001523105,0.000007154819,0.000040163195,0.0047683674],"genre_scores_gemma":[0.99130285,0.0029724496,0.0026541692,0.0011685588,0.00012584498,0.0009908377,0.000018580855,0.000012491563,0.0007542005],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99646056,0.0017091355,0.0005360605,0.00043376043,0.0004563358,0.0004041484],"domain_scores_gemma":[0.995798,0.0015080414,0.0006898213,0.0004174925,0.0014764818,0.000110168236],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00730556,0.00014833873,0.00035747603,0.00012430076,0.0012714546,0.000709141,0.0017760507,0.0006191401,0.00021339928],"category_scores_gemma":[0.013017279,0.00015069201,0.000063980915,0.0025480029,0.0005631263,0.0016550171,0.00048504965,0.0010223933,0.000011006288],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000071039417,0.0002217177,0.5448898,0.000017808674,0.00003183349,1.5442698e-7,0.05839603,2.303854e-7,0.00040316407,0.3828305,0.00038485185,0.012816781],"study_design_scores_gemma":[0.00047072023,0.000025792782,0.43274078,0.00019073082,0.00002381294,0.0000013258366,0.22387378,0.0000021519052,0.00081075926,0.3211555,0.020492688,0.0002119516],"about_ca_topic_score_codex":0.0012198203,"about_ca_topic_score_gemma":0.004722385,"teacher_disagreement_score":0.16547775,"about_ca_system_score_codex":0.000643612,"about_ca_system_score_gemma":0.005989339,"threshold_uncertainty_score":0.99964577},"labels":[],"label_agreement":null},{"id":"W4205309855","doi":"10.1097/acm.0b013e31829f9773","title":"In Reply","year":2013,"lang":"en","type":"letter","venue":"Academic Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"NOSM University; University of Calgary; University of Alberta","funders":"","keywords":"Monetization; Social media; Public relations; Health care; Divergence (linguistics); Sociology; Political science; Psychology; Advertising; Business; Computer science; World Wide Web; Economics","score_opus":0.17812175380614073,"score_gpt":0.4641550930446487,"score_spread":0.28603333923850793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205309855","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014301697,0.0018689667,0.0000022037566,0.9537436,0.021999972,0.0016301756,0.0000010793229,0.000072273215,0.01925159],"genre_scores_gemma":[0.00034001988,0.0042161257,0.000020302841,0.87004966,0.111176744,0.0010800771,0.000044624878,0.000032468808,0.013039984],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99651444,0.0006509306,0.000677972,0.0004046998,0.0010200265,0.0007319553],"domain_scores_gemma":[0.99429333,0.004757134,0.00036424398,0.00029156354,0.00011803406,0.00017566934],"candidate_categories":["metaresearch","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0021965234,0.00019174053,0.00047727098,0.0003497606,0.00014917074,0.000006194913,0.0006305325,0.0021130864,0.0038771653],"category_scores_gemma":[0.019479511,0.00017688335,0.000028147924,0.00064224296,0.0007185726,0.00018509271,0.000028028377,0.0058129537,0.0007558145],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[7.2448626e-7,7.5416796e-7,0.0009735433,0.000059092403,0.0000028428876,0.000017162745,0.058120355,9.90847e-9,0.0000013639797,0.0005263343,0.9386704,0.0016273942],"study_design_scores_gemma":[0.00015782274,0.000019105266,0.0004821769,0.00040745208,0.000015087995,0.0000012590053,0.0031325887,5.6283693e-7,7.2024176e-7,0.007529341,0.988104,0.0001499076],"about_ca_topic_score_codex":0.07096431,"about_ca_topic_score_gemma":0.0002222977,"teacher_disagreement_score":0.089176774,"about_ca_system_score_codex":0.00071097905,"about_ca_system_score_gemma":0.00084247696,"threshold_uncertainty_score":0.9991824},"labels":[],"label_agreement":null},{"id":"W4205359828","doi":"10.2196/preprints.26666","title":"Characterization of an Open-Access Medical News Platform’s Readership During the COVID-19 Pandemic: Retrospective Observational Study (Preprint)","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Audience measurement; Pandemic; Observational study; Coronavirus disease 2019 (COVID-19); Medicine; Demographics; Family medicine; Psychology; Advertising; Business; Demography; Sociology","score_opus":0.641726810599625,"score_gpt":0.539159298420788,"score_spread":0.10256751217883697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205359828","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94439524,0.0000072459625,0.00025843817,0.04141801,0.0034871676,0.009215445,0.000043287437,0.0002068692,0.00096828013],"genre_scores_gemma":[0.9909176,0.00020921037,0.00014350342,0.0028866383,0.0025059108,0.0029541652,0.0002670172,0.000032457297,0.00008347979],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9941311,0.0015073372,0.0010056245,0.0009133496,0.0020503174,0.00039230843],"domain_scores_gemma":[0.9948009,0.0021634079,0.0010946007,0.0006717441,0.00047153165,0.0007977877],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0047257137,0.00025772688,0.0005696713,0.00010994224,0.00097093993,0.00062083086,0.004160335,0.00057950267,0.0018575347],"category_scores_gemma":[0.036764424,0.00022258663,0.00007396305,0.0007372796,0.0004464177,0.0011781328,0.0023160966,0.001133209,0.0000111706795],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000096779084,0.00029660974,0.8561347,0.00016533071,0.00004790949,0.0000023146204,0.13908434,0.000011426687,0.000111868154,0.003280317,0.00005758965,0.0007108334],"study_design_scores_gemma":[0.00044121404,0.00007524411,0.95429116,0.00005644139,0.000029612314,9.2277156e-7,0.036137193,0.000047496946,0.00003520509,0.007597382,0.0010550033,0.00023309755],"about_ca_topic_score_codex":0.11301695,"about_ca_topic_score_gemma":0.09300099,"teacher_disagreement_score":0.10294714,"about_ca_system_score_codex":0.0019033648,"about_ca_system_score_gemma":0.011288285,"threshold_uncertainty_score":0.9990549},"labels":[],"label_agreement":null},{"id":"W4205422766","doi":"10.2196/35274","title":"Investigating #covidnurse Messages on TikTok: Descriptive Study","year":2022,"lang":"en","type":"article","venue":"JMIR Nursing","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Feeling; Social media; Coronavirus disease 2019 (COVID-19); Psychology; Entertainment; Content analysis; Content (measure theory); Social psychology; Medicine; Nursing; Sociology; Computer science; Art; Visual arts; Internal medicine; World Wide Web","score_opus":0.19813954067598336,"score_gpt":0.4755502199496607,"score_spread":0.27741067927367735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205422766","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9645674,0.000058257036,0.000004107263,0.008548469,0.0078067724,0.002537136,0.0000028035456,0.00017008086,0.016304959],"genre_scores_gemma":[0.9960984,0.0000017243801,0.00019261919,0.00041839326,0.0009334692,0.00211734,0.0000037223654,0.00002010337,0.00021423287],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9970162,0.0012877939,0.00020859366,0.00028489044,0.00079987297,0.00040267082],"domain_scores_gemma":[0.99849576,0.00092541805,0.00015476448,0.00016826326,0.000064334025,0.00019144514],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001307169,0.0001003476,0.00014293814,0.00013592259,0.0030814689,0.00007025946,0.00025590835,0.000044576173,0.00023564561],"category_scores_gemma":[0.0017436533,0.00012231276,0.0000357863,0.0007443479,0.0002731687,0.00016206333,0.000028932525,0.00041273984,0.000026312491],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013495193,0.00078604755,0.05965866,0.000005640369,0.0000071105674,0.0000027948,0.8776959,0.00003646841,0.000044079534,0.0051324177,0.004127434,0.05248996],"study_design_scores_gemma":[0.0003313116,0.00043630967,0.13786885,0.00008078089,0.000019173327,5.7072765e-7,0.8363201,0.0000281431,0.00002715394,0.0042786016,0.020404242,0.00020476509],"about_ca_topic_score_codex":0.0028522417,"about_ca_topic_score_gemma":0.00024857995,"teacher_disagreement_score":0.07821019,"about_ca_system_score_codex":0.0020790035,"about_ca_system_score_gemma":0.0006409418,"threshold_uncertainty_score":0.9982164},"labels":[],"label_agreement":null},{"id":"W4205480829","doi":"10.1249/jsr.0000000000000511","title":"Web Alert","year":2018,"lang":"en","type":"article","venue":"Current Sports Medicine Reports","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Skepticism; Medical education; Resource (disambiguation); Internet privacy; Computer science","score_opus":0.1260349710535996,"score_gpt":0.4579999251346863,"score_spread":0.3319649540810867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205480829","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7223352,0.0041643446,0.000055117398,0.017506398,0.15221322,0.0018545488,8.1092884e-7,0.00044634193,0.10142403],"genre_scores_gemma":[0.9738033,0.0014273048,0.000068553905,0.00023573182,0.023826458,0.00019340083,0.000018784363,0.000020360434,0.00040615068],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970726,0.000102112404,0.0006742666,0.00040445424,0.0012203342,0.0005262493],"domain_scores_gemma":[0.9978174,0.00028921917,0.00050296565,0.0004118146,0.0004660878,0.00051250524],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002433045,0.00014706321,0.0002823217,0.00016887033,0.00058780704,0.000012910602,0.00013304989,0.00011241605,0.0031632779],"category_scores_gemma":[0.005852935,0.00013254247,0.00004971022,0.0006412427,0.0011963069,0.00015855177,0.000023808057,0.00020766507,0.00006061922],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000057780453,0.0000984189,0.44709173,0.000043492797,0.0000058250976,0.00008299552,0.029763527,4.215047e-8,0.000016971497,0.002080484,0.107305646,0.4135051],"study_design_scores_gemma":[0.00009338318,0.000034638415,0.10826411,0.0002720797,0.00002453576,0.000019407878,0.0014610923,0.000001965445,0.000012775405,0.0015969494,0.88809246,0.00012657653],"about_ca_topic_score_codex":0.001564451,"about_ca_topic_score_gemma":0.00040393593,"teacher_disagreement_score":0.7807868,"about_ca_system_score_codex":0.00024193336,"about_ca_system_score_gemma":0.0013422731,"threshold_uncertainty_score":0.99774796},"labels":[],"label_agreement":null},{"id":"W4205628634","doi":"10.2196/32423","title":"Linking Individual-Level Facebook Posts With Psychological and Health Data in an Epidemiological Cohort: Feasibility Study","year":2021,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Cancer Institute; National Institute on Aging; National Institutes of Health; Lee Kum Sheung Center for Health and Happiness, Harvard T.H. Chan School of Public Health; Harvard T.H. Chan School of Public Health","keywords":"Cohort; Social media; Download; Cohort study; Medicine; Internet privacy; Psychology; Computer science; World Wide Web","score_opus":0.7854841178868952,"score_gpt":0.6598853309141867,"score_spread":0.12559878697270854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205628634","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9844363,0.00013591646,0.000025689043,0.008316222,0.0002300148,0.006021986,0.000051065213,0.000039108454,0.00074371306],"genre_scores_gemma":[0.9970667,0.00017855142,0.0007000641,0.00030741142,0.00019470006,0.0013859405,0.0001477402,0.000008084752,0.000010838651],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98601997,0.010515985,0.0005231382,0.00072344794,0.0013177297,0.0008997198],"domain_scores_gemma":[0.9939116,0.004359555,0.00014780743,0.0006460425,0.00045276646,0.00048221613],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.033384666,0.00012733226,0.0004011189,0.00016263987,0.0010581759,0.00015448907,0.00067851046,0.0001866742,0.00010106803],"category_scores_gemma":[0.0055528027,0.0000990718,0.000014714402,0.0011058634,0.000835882,0.00075047195,0.00047095833,0.0012130573,0.000020659616],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040584237,0.0010935587,0.83993965,0.000029239542,0.000006810767,0.000007825233,0.1320837,2.0031328e-7,8.20534e-7,0.0006239739,0.00018133191,0.025992295],"study_design_scores_gemma":[0.00046950497,0.0010508149,0.9227849,0.00005837349,0.00000166157,0.0000020646637,0.073571704,0.000020912074,8.638357e-7,0.001540327,0.00040324757,0.00009558561],"about_ca_topic_score_codex":0.003007017,"about_ca_topic_score_gemma":0.026959056,"teacher_disagreement_score":0.082845286,"about_ca_system_score_codex":0.0006060737,"about_ca_system_score_gemma":0.001407735,"threshold_uncertainty_score":0.9953339},"labels":[],"label_agreement":null},{"id":"W4205693508","doi":"10.2196/31759","title":"Using Facebook Advertisements for Women’s Health Research: Methodology and Outcomes of an Observational Study","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"East Carolina University","keywords":"Respondent; Headline; Advertising; Limiting; Social media; Diversity (politics); Observational study; Psychology; Medicine; Business; Political science; Engineering","score_opus":0.9339973804147731,"score_gpt":0.7221672708004179,"score_spread":0.21183010961435522,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205693508","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9863745,0.000049543603,0.00007177465,0.0036286328,0.0005928309,0.009019403,0.000055467644,0.000015670705,0.00019219246],"genre_scores_gemma":[0.9755868,0.00002067293,0.00207047,0.00010035881,0.000115994524,0.021923335,0.000014419446,0.000013367703,0.000154635],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9797488,0.016314747,0.0004772391,0.0002594046,0.002236278,0.000963546],"domain_scores_gemma":[0.9865992,0.011824876,0.00017930436,0.00017851856,0.0009188348,0.0002992396],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.050725788,0.000073663454,0.00029583264,0.00056478154,0.0038916548,0.000036843332,0.00038100863,0.000047649693,0.00024777025],"category_scores_gemma":[0.0058397995,0.000076695986,0.000026379455,0.0009722611,0.00058002945,0.0004245102,0.00029035652,0.00055396114,0.0000022342751],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012408652,0.000683839,0.08891771,0.00010608039,0.000030361422,2.482343e-7,0.87981224,0.000008235883,0.00003116353,0.006479259,0.00045610013,0.02335068],"study_design_scores_gemma":[0.0005969449,0.0018612976,0.349752,0.0000069129023,0.0000010421985,1.8303521e-7,0.6251596,0.00019640508,0.000009980113,0.008658097,0.013697157,0.000060355924],"about_ca_topic_score_codex":0.008395445,"about_ca_topic_score_gemma":0.0013753849,"teacher_disagreement_score":0.26083428,"about_ca_system_score_codex":0.0025617979,"about_ca_system_score_gemma":0.0027099398,"threshold_uncertainty_score":0.99820775},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["metaresearch"],"domain":"methods","study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W4205765388","doi":"10.2196/preprints.27448","title":"Evaluation of a Social Media Campaign in Saskatchewan to Promote Healthy Eating During the COVID-19 Pandemic: Social Media Analysis and Qualitative Interview Study (Preprint)","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social media; Pandemic; Hoarding (animal behavior); Coronavirus disease 2019 (COVID-19); Qualitative research; Advertising; Psychology; Political science; Medicine; Sociology; Business; Social science","score_opus":0.3751635394163115,"score_gpt":0.5396357040309826,"score_spread":0.16447216461467112,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205765388","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98242533,0.0003113871,0.0002220754,0.007616466,0.0015091428,0.007692061,0.00003770334,0.00008223714,0.00010358129],"genre_scores_gemma":[0.9929612,0.00009759843,0.0005929252,0.00033176324,0.0010847818,0.0048396266,0.0000575284,0.000028568029,0.0000059799117],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.96706134,0.026145654,0.0017763748,0.001146702,0.0031983657,0.00067155785],"domain_scores_gemma":[0.98232204,0.013907593,0.0013386719,0.0004147454,0.0015538629,0.00046308196],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.059268765,0.00036537513,0.001287354,0.0006715782,0.0011360375,0.00017641248,0.0006518343,0.0005261993,0.00047449055],"category_scores_gemma":[0.07507701,0.0003433446,0.00027443358,0.0029415598,0.0004468785,0.00014851191,0.00073173275,0.001037018,0.0000025189731],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000035182173,0.0002442596,0.09947512,0.00038620934,0.00033146076,8.41494e-7,0.8716431,0.00005754464,0.000009741683,0.00004729048,0.000008723293,0.027760517],"study_design_scores_gemma":[0.00045473184,0.000023722725,0.31429237,0.000075539276,0.00059891347,1.4428066e-7,0.6829852,0.000042034542,0.0000033473355,0.0013004567,0.000014574585,0.00020896259],"about_ca_topic_score_codex":0.0896985,"about_ca_topic_score_gemma":0.87307805,"teacher_disagreement_score":0.78337955,"about_ca_system_score_codex":0.0046709306,"about_ca_system_score_gemma":0.011316144,"threshold_uncertainty_score":0.99990183},"labels":[],"label_agreement":null},{"id":"W4205872473","doi":"10.2196/preprints.32633","title":"Questions to the Article: A Global Overview of COVID-19 Research in the Pediatric Field (Preprint)","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Library science; Subject (documents); Preprint; Grey literature; Dashboard; Computer science; Data science; Geography; Regional science; MEDLINE; Political science; World Wide Web; Medicine; Law; Pathology","score_opus":0.4876813619385074,"score_gpt":0.599519542538301,"score_spread":0.11183818059979356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205872473","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5948668,0.0022665951,0.0002017506,0.38759777,0.002912949,0.003890626,0.00000896082,0.000034217846,0.008220339],"genre_scores_gemma":[0.9874346,0.0040158513,0.00043294762,0.0040930533,0.001458707,0.0025239831,0.0000030918561,0.000004870822,0.000032878943],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9931423,0.0044970014,0.00042212696,0.00036550243,0.0011536075,0.0004194481],"domain_scores_gemma":[0.98366594,0.014761232,0.00012010646,0.0007725619,0.0004254635,0.0002546738],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.011657281,0.00009110877,0.00018873495,0.0001017618,0.00050896354,0.00015328912,0.0011701328,0.00027103274,0.00055382156],"category_scores_gemma":[0.059042666,0.00006406281,0.00008309022,0.0026271513,0.00016412581,0.00004658005,0.000564683,0.0008516918,0.00004985419],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015633575,0.0003466103,0.47465065,0.0007875643,0.000011727577,0.000005979049,0.3414617,0.00040718133,8.282128e-7,0.14670551,0.020346278,0.015260352],"study_design_scores_gemma":[0.00020500815,0.00009585445,0.5285007,0.0003232519,0.000056229284,0.0000021427938,0.29656747,0.000035489953,0.000010541703,0.0992596,0.07460668,0.00033707576],"about_ca_topic_score_codex":0.3140412,"about_ca_topic_score_gemma":0.23424485,"teacher_disagreement_score":0.3925678,"about_ca_system_score_codex":0.00089826656,"about_ca_system_score_gemma":0.009892788,"threshold_uncertainty_score":0.9957202},"labels":[],"label_agreement":null},{"id":"W4205888413","doi":"10.2196/26419","title":"Use of Social Media for Implementing Diagnoses, Consultation, Training, and Case Reporting Among Medical Professionals to Improve Patient Care: Case Study of WeChat Groups Across Health Care Settings","year":2021,"lang":"en","type":"article","venue":"JMIR Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Southern Medical University; Norges Forskningsråd; Universitetet i Oslo; Sun Yat-sen University","keywords":"Thematic analysis; Health care; Social media; Resource (disambiguation); Medical education; Nursing; Qualitative research; Medicine; Psychology; Computer science","score_opus":0.10060006363773091,"score_gpt":0.5064676414014991,"score_spread":0.40586757776376825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205888413","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98326415,0.0003194991,0.000015583888,0.007925888,0.0035932004,0.004769179,0.000070241666,0.000034769135,0.00000747796],"genre_scores_gemma":[0.99227023,0.000017262548,0.0009158649,0.0008572408,0.0011715412,0.0045654904,0.00017254325,0.000025425628,0.0000043787754],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9942995,0.00084775547,0.0021301499,0.00052056066,0.001596586,0.0006054831],"domain_scores_gemma":[0.98809046,0.006150045,0.0024673431,0.00018544465,0.0021984652,0.00090826256],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.003629868,0.00016837091,0.00053539744,0.00010584329,0.0013359624,0.000052512205,0.00011766767,0.00030116443,0.000096009855],"category_scores_gemma":[0.14762877,0.00017702514,0.000070391376,0.0006389123,0.00031753784,0.00024177053,0.00011817053,0.00031616163,2.3224582e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009016937,0.0004955753,0.017958913,0.0004222778,0.000013866609,0.000099924546,0.6727431,4.8374947e-8,0.0000023873506,0.0001276399,0.00089582964,0.30723143],"study_design_scores_gemma":[0.0006626612,0.00024208348,0.009613308,0.00033826762,0.000028611708,0.00013076441,0.9854994,0.0000068182962,0.00004655813,0.000022661718,0.003265262,0.00014362071],"about_ca_topic_score_codex":0.022181505,"about_ca_topic_score_gemma":0.100510865,"teacher_disagreement_score":0.3127563,"about_ca_system_score_codex":0.00045505256,"about_ca_system_score_gemma":0.01395368,"threshold_uncertainty_score":0.9999642},"labels":[],"label_agreement":null},{"id":"W4205899923","doi":"10.1007/s13187-022-02133-3","title":"Navigating Radiation Therapy During COVID-19 Using YouTube as a Source of Information","year":2022,"lang":"en","type":"article","venue":"Journal of Cancer Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Cancer Agency; University of Toronto; Princess Margaret Cancer Centre; Dalhousie University; University of British Columbia","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Medicine; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Betacoronavirus; Pandemic; MEDLINE; Medical emergency; Virology; Internal medicine; Outbreak","score_opus":0.06704850053930453,"score_gpt":0.4983295654128729,"score_spread":0.4312810648735683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205899923","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9829386,0.0019474139,0.00016559687,0.0072196433,0.0071290815,0.00048726366,0.0000022094864,0.000011574184,0.000098647455],"genre_scores_gemma":[0.99596304,0.00090001314,0.00037960472,0.00077216525,0.0018207872,0.00013839387,0.0000053467593,0.000008434588,0.00001220539],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9980107,0.0004068874,0.0005983747,0.000063250984,0.00075882144,0.00016194182],"domain_scores_gemma":[0.99718386,0.00034336708,0.0017474265,0.000076868426,0.00046335638,0.00018512475],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015382634,0.00006427711,0.00014450544,0.00015880073,0.0009404431,0.00004169607,0.00018473777,0.000048200287,0.0003644788],"category_scores_gemma":[0.0024334495,0.0000729555,0.00006499494,0.00068013516,0.000060484417,0.0008994554,0.000014294216,0.0003095996,0.0000010364025],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012745372,0.00012658793,0.15757252,0.000082921404,0.000024919962,1.2590189e-7,0.46360108,0.0058691534,0.0005626099,0.00042358824,0.00024151048,0.3713675],"study_design_scores_gemma":[0.002050404,0.00034165249,0.15210041,0.00026110918,0.00010227684,0.00003864459,0.47724527,0.0003447542,0.0019393257,0.0027201157,0.36245418,0.00040185527],"about_ca_topic_score_codex":0.035813436,"about_ca_topic_score_gemma":0.00011779118,"teacher_disagreement_score":0.37096566,"about_ca_system_score_codex":0.0030737675,"about_ca_system_score_gemma":0.01079732,"threshold_uncertainty_score":0.9948105},"labels":[],"label_agreement":null},{"id":"W4206045431","doi":"10.2196/30973","title":"Use of Live Community Events on Facebook to Share Health and Clinical Research Information With a Minnesota Statewide Community: Exploratory Study","year":2021,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Cancer Institute; National Institutes of Health","keywords":"Community engagement; Social media; Analytics; Exploratory research; Public health; Social media analytics; Public engagement; Psychology; Mental health; Public relations; Medical education; Medicine; Political science; Sociology; Nursing; Computer science; World Wide Web; Data science; Psychiatry","score_opus":0.6995861005164525,"score_gpt":0.6301132855702383,"score_spread":0.06947281494621427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206045431","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98775995,0.00002279793,0.0000067709234,0.004357906,0.00022999615,0.006943071,0.000082622406,0.000029756327,0.00056711485],"genre_scores_gemma":[0.9963058,0.0003215732,0.00013584444,0.00034816403,0.000072238014,0.0026720548,0.00008304257,0.000014766993,0.00004651792],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.94906646,0.046675283,0.0007826418,0.00016532667,0.0024925382,0.0008177347],"domain_scores_gemma":[0.97125304,0.023033964,0.00023819426,0.0006850818,0.00401154,0.00077820447],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.032029446,0.00013144272,0.00038616968,0.0005929922,0.0042212387,0.00018927628,0.00052804744,0.00013217461,0.00005702109],"category_scores_gemma":[0.019158404,0.000122021855,0.00003472276,0.0019934874,0.00086442597,0.0018753238,0.0006000818,0.0035260553,0.00016580446],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033604866,0.001645936,0.057337597,0.00023015337,0.000033441236,0.0000010632875,0.912611,0.0000012250464,8.197587e-7,0.00031883665,0.004250777,0.0232331],"study_design_scores_gemma":[0.0005270568,0.004669978,0.19648106,0.00040600702,0.0000018934603,3.1352548e-7,0.78284633,0.00000725567,0.000015470698,0.0002491131,0.014705381,0.00009013712],"about_ca_topic_score_codex":0.025565298,"about_ca_topic_score_gemma":0.039394386,"teacher_disagreement_score":0.13914347,"about_ca_system_score_codex":0.0010379303,"about_ca_system_score_gemma":0.0044271955,"threshold_uncertainty_score":0.99877286},"labels":[],"label_agreement":null},{"id":"W4206127145","doi":"10.2196/preprints.27171","title":"Communicating Guideline Recommendations Using Graphic Narrative Versus Text-Based Broadcast Screensavers: Design and Implementation Study (Preprint)","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Subspecialty; Medical prescription; Guideline; Medicine; Odds; Odds ratio; Narrative; Family medicine; Quarter (Canadian coin); Nursing; Internal medicine; History","score_opus":0.36764887629234494,"score_gpt":0.5289053906620759,"score_spread":0.16125651436973093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206127145","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9311141,0.0003626884,0.035673358,0.01376083,0.005657129,0.012511395,0.000021386577,0.00027191345,0.0006272408],"genre_scores_gemma":[0.7871022,0.00030829234,0.210342,0.00022858776,0.0003792547,0.0013119533,0.00028950017,0.000033111155,0.000005057172],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9927507,0.0044835564,0.0010393992,0.0007052507,0.00058801676,0.00043305507],"domain_scores_gemma":[0.9914134,0.0058732354,0.0008063843,0.00071195216,0.0009548149,0.0002401718],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0050857137,0.00029039884,0.00041973934,0.0002878184,0.002176249,0.00041754308,0.0004941486,0.0002745403,0.0009229071],"category_scores_gemma":[0.0041443254,0.00035625458,0.00009234931,0.0006841026,0.00028592072,0.00028843095,0.000519169,0.0007052082,0.0000029401256],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013059037,0.0007814664,0.031543043,0.00011007126,0.00031259566,0.0000023274727,0.83620065,0.0033810956,0.00008907022,0.00070565636,0.00092314597,0.1258203],"study_design_scores_gemma":[0.0013261616,0.00015031162,0.0032103006,0.00019408515,0.0001487045,2.2519639e-7,0.98873585,0.0044014608,0.00006140819,0.00021265265,0.001157019,0.00040178662],"about_ca_topic_score_codex":0.10301092,"about_ca_topic_score_gemma":0.055047,"teacher_disagreement_score":0.17466864,"about_ca_system_score_codex":0.00096230244,"about_ca_system_score_gemma":0.0035882893,"threshold_uncertainty_score":0.9999904},"labels":[],"label_agreement":null},{"id":"W4206395903","doi":"10.2196/preprints.32421","title":"Correction: The State of Evidence in Patient Portals: Umbrella Review (Preprint)","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; University of Victoria","funders":"","keywords":"Preprint; State (computer science); Computer science; World Wide Web; Programming language","score_opus":0.33535584439853605,"score_gpt":0.47752235938795873,"score_spread":0.14216651498942268,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206395903","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6150999,0.21958074,0.000087424996,0.05122518,0.07190844,0.013612293,0.0000062433833,0.0001426145,0.028337182],"genre_scores_gemma":[0.5243478,0.47058207,0.00026308734,0.0013440797,0.00042180574,0.002289664,0.0000093546005,0.000017078977,0.0007250839],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99608374,0.0015527112,0.0008994111,0.0004261009,0.0007666372,0.00027143254],"domain_scores_gemma":[0.9926298,0.0053815464,0.0007095741,0.0006031351,0.0005717836,0.000104119106],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003770357,0.00014137458,0.00042697057,0.00005997398,0.00014397193,0.00004792954,0.00047087678,0.00015346588,0.00097398815],"category_scores_gemma":[0.027636578,0.00010503496,0.00013440847,0.00064970413,0.00024176216,0.00009790007,0.00031152234,0.0006611404,0.00002033229],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011545805,0.00023219152,0.026109343,0.0069047217,0.00003396336,0.000010221887,0.21590045,0.00038188242,0.0000064312303,0.00023800983,0.02016347,0.73000777],"study_design_scores_gemma":[0.00030408252,0.00024267248,0.34092024,0.32825553,0.00032422662,0.000010675833,0.13770139,0.00030866364,0.0014660695,0.008467927,0.17991385,0.002084673],"about_ca_topic_score_codex":0.07269212,"about_ca_topic_score_gemma":0.048340544,"teacher_disagreement_score":0.7279231,"about_ca_system_score_codex":0.00050196104,"about_ca_system_score_gemma":0.0042959824,"threshold_uncertainty_score":0.99993926},"labels":[],"label_agreement":null},{"id":"W4206588542","doi":"10.2196/29821","title":"Using Social Media to Engage Knowledge Users in Health Research Priority Setting: Scoping Review","year":2021,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; McMaster University; Institute for Clinical Evaluative Sciences; SickKids Foundation; Hospital for Sick Children","funders":"","keywords":"Social media; Snowball sampling; Thematic analysis; Public relations; Psychology; Medical education; Internet privacy; World Wide Web; Medicine; Qualitative research; Computer science; Sociology; Political science","score_opus":0.7255261288264006,"score_gpt":0.6886862546665209,"score_spread":0.03683987415987966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206588542","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48128965,0.06760139,0.00012746014,0.43800566,0.008143586,0.0027790924,0.0000025674678,0.000024014718,0.002026567],"genre_scores_gemma":[0.8323428,0.13239661,0.006052519,0.0044312524,0.023951588,0.00032384036,0.000008026026,0.00010741868,0.0003859177],"study_design_codex":"qualitative","study_design_gemma":"systematic_review","domain_scores_codex":[0.9633731,0.024721188,0.0016373452,0.0003679301,0.008375263,0.0015251652],"domain_scores_gemma":[0.9537714,0.037192754,0.0004792484,0.00030107293,0.005517752,0.002737742],"candidate_categories":["metaresearch","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.16917735,0.000114323026,0.0006594498,0.0008428867,0.0007480791,0.00016252683,0.0012376389,0.00035535655,0.0014260827],"category_scores_gemma":[0.3370323,0.000112815076,0.00012399677,0.0037768602,0.00075269415,0.00023951387,0.0004663712,0.005333007,0.00006107696],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010690458,0.0010454692,0.00824758,0.0117870495,0.0000444688,0.00058988755,0.6091392,0.0000010016306,0.00007134409,0.006597643,0.11151416,0.2508553],"study_design_scores_gemma":[0.0022288186,0.00064807496,0.01683152,0.4529095,0.00002214573,0.00011646898,0.18713291,0.00022104893,0.00026061243,0.0031603798,0.33585253,0.0006159763],"about_ca_topic_score_codex":0.005631,"about_ca_topic_score_gemma":0.030066404,"teacher_disagreement_score":0.44112244,"about_ca_system_score_codex":0.0035953994,"about_ca_system_score_gemma":0.038784645,"threshold_uncertainty_score":0.99948674},"labels":[],"label_agreement":null},{"id":"W4206601971","doi":"10.1007/978-3-030-84740-1_23","title":"Modernizing Continuing Professional Development Using Social Media","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; McMaster University","funders":"","keywords":"Social media; Continuing professional development; Political science; Professional development; Engineering ethics; Public relations; Medical education; Medicine; Engineering; Law","score_opus":0.27609613199616523,"score_gpt":0.4200782729179143,"score_spread":0.14398214092174905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206601971","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008924473,0.00046786814,0.000052258118,0.0020158219,0.04458727,0.0019642503,0.0000143347725,0.0002995244,0.9416742],"genre_scores_gemma":[0.04300602,0.00043070372,0.017622648,0.0010746594,0.033549637,0.0017274865,0.0004524673,0.0004228724,0.9017135],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99700576,0.00015961421,0.00052771514,0.00038664252,0.0014198691,0.00050038507],"domain_scores_gemma":[0.9974089,0.0016546173,0.0004435055,0.0000992284,0.00020269335,0.00019102504],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012710397,0.00023510456,0.00037043297,0.00018679976,0.002412001,0.000053182786,0.0003188585,0.00047131328,0.009991966],"category_scores_gemma":[0.00091820856,0.00027431158,0.00009715658,0.000074129755,0.00023027157,0.00015987689,0.00016231436,0.00071842526,0.000070262715],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010384617,0.000028183447,0.00011908826,0.000050637536,0.000032875432,0.0000047963836,0.43119654,0.0000013277995,0.0000059928625,0.46981597,0.0024009189,0.09633327],"study_design_scores_gemma":[0.000102304926,0.000002808524,0.00019457848,0.00011624269,0.000025475782,4.046971e-7,0.008474586,0.00000896821,0.0000030066988,0.0068211695,0.9838968,0.0003536508],"about_ca_topic_score_codex":0.0006356254,"about_ca_topic_score_gemma":0.0021461446,"teacher_disagreement_score":0.98149586,"about_ca_system_score_codex":0.0022140716,"about_ca_system_score_gemma":0.003729654,"threshold_uncertainty_score":0.9999709},"labels":[],"label_agreement":null},{"id":"W4206622691","doi":"10.2196/preprints.29377","title":"Strategies for improving recruitment of pregnant women to clinical research: An evaluation of social media versus traditional offline methods in Vancouver, Canada (Preprint)","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social media; Demography; Medicine; Demographics; Psychology; Political science; Sociology","score_opus":0.8505388037601124,"score_gpt":0.648121487383284,"score_spread":0.20241731637682836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206622691","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.948391,0.00014409347,0.0010120304,0.0015450339,0.03733146,0.010091009,0.00013838144,0.000022357448,0.0013246072],"genre_scores_gemma":[0.9218707,0.000090875044,0.060333394,0.000028304183,0.0024132486,0.015055799,0.0001681301,0.000026381977,0.000013171575],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9866305,0.007858611,0.0015377933,0.0007263414,0.0026297797,0.00061697577],"domain_scores_gemma":[0.96646994,0.028615803,0.00066961726,0.00038348933,0.003501201,0.0003599638],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.047007445,0.00017330758,0.00069312635,0.0002664083,0.00023400816,0.00005118827,0.0005567288,0.000489872,0.00037317775],"category_scores_gemma":[0.06291607,0.00019628809,0.000118137345,0.00057566573,0.00034418824,0.0001821648,0.00021887118,0.0006754519,1.8204797e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00068275526,0.0010693053,0.000604662,0.00096267526,0.00011216961,7.974989e-7,0.4422911,0.0009942868,0.00019121566,0.02176022,0.0012472551,0.53008354],"study_design_scores_gemma":[0.002264848,0.0005425784,0.037880287,0.00041867307,0.00009517298,3.377059e-8,0.9216286,0.0015671962,0.00062764715,0.03238856,0.0021709825,0.0004154121],"about_ca_topic_score_codex":0.6181579,"about_ca_topic_score_gemma":0.9875109,"teacher_disagreement_score":0.52966815,"about_ca_system_score_codex":0.0061205653,"about_ca_system_score_gemma":0.08832467,"threshold_uncertainty_score":0.9976948},"labels":[],"label_agreement":null},{"id":"W4206739017","doi":"10.2196/preprints.21991","title":"#Caremongering: A community-led social movement to address health and social needs during COVID-19 (Preprint)","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University; Toronto Public Health","funders":"","keywords":"Social media; Social distance; Coronavirus disease 2019 (COVID-19); Nonprobability sampling; Population; Pandemic; Demography; Psychology; Geography; Sociology; Political science; Medicine; Law","score_opus":0.2425726601634896,"score_gpt":0.4616972037999463,"score_spread":0.21912454363645667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206739017","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7027809,0.00011942988,0.00020446698,0.28266844,0.00385572,0.0058676517,0.00005814704,0.0006439939,0.0038012806],"genre_scores_gemma":[0.9645116,0.0002636588,0.00074603915,0.026806444,0.004539283,0.0028044067,0.00010550263,0.00007407513,0.00014899185],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99299175,0.00324005,0.00090704707,0.0007006289,0.0011056563,0.001054897],"domain_scores_gemma":[0.9950782,0.0016720515,0.00060183264,0.00041802347,0.00024372182,0.0019861462],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0032397243,0.00043903533,0.0009287663,0.00037932803,0.007227545,0.00039645712,0.0010498798,0.0006666781,0.00028813444],"category_scores_gemma":[0.006194901,0.00057179335,0.0001954833,0.0007262774,0.00045670578,0.00011975419,0.0021971301,0.0021517596,0.00004026171],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00008963247,0.00013885353,0.0070200805,0.0023116712,0.000067982604,0.0000020598293,0.9725287,0.000014829761,0.000042493066,0.008383859,0.0043359417,0.0050639063],"study_design_scores_gemma":[0.0012903743,0.00017715301,0.074887626,0.00024101793,0.000055130502,6.58265e-7,0.84413517,0.0000142568215,0.000060647035,0.014006388,0.06382215,0.0013094503],"about_ca_topic_score_codex":0.1525494,"about_ca_topic_score_gemma":0.03123632,"teacher_disagreement_score":0.26173073,"about_ca_system_score_codex":0.004596388,"about_ca_system_score_gemma":0.008581538,"threshold_uncertainty_score":0.99967337},"labels":[],"label_agreement":null},{"id":"W4206842764","doi":"10.3389/fpubh.2021.715403","title":"Systematic Review on Information Technology Approaches to Evaluate the Impact of Public Health Campaigns: Real Cases and Possible Directions","year":2022,"lang":"en","type":"review","venue":"Frontiers in Public Health","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Athabasca University","funders":"Ministério da Saúde","keywords":"Public health; Environmental health; Public relations; Population; Epidemiology; Enforcement; Business; Medicine; Political science; Advertising; Nursing","score_opus":0.44330903204569927,"score_gpt":0.4779532231591942,"score_spread":0.034644191113494927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206842764","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000020328413,0.94190025,0.00008455871,0.035757154,0.0027250045,0.018735617,0.000116698626,0.000115462724,0.00054495037],"genre_scores_gemma":[0.000075728654,0.98459095,0.0004583796,0.0007584445,0.00015682117,0.013727033,0.0001803654,0.000033077755,0.000019219344],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98328745,0.011141489,0.0026890587,0.00047572242,0.0010932381,0.0013130173],"domain_scores_gemma":[0.992778,0.0032171672,0.002234907,0.0008026076,0.00017674129,0.0007905499],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.028501483,0.00038915014,0.0030350469,0.002219086,0.0014308809,0.0001572939,0.0008537642,0.00031304546,0.000044432472],"category_scores_gemma":[0.03616493,0.00027867634,0.00028539653,0.0070031416,0.00033865342,0.00053228356,0.0001248612,0.000942275,0.000008464832],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[9.488197e-7,0.00009592278,0.00021188344,0.26678205,0.00008627942,2.1378217e-7,0.017396105,3.2698685e-7,3.8002913e-11,0.0028816264,0.0062417537,0.7063029],"study_design_scores_gemma":[0.000107536405,0.00056468404,0.00018445993,0.081896,0.000101876256,0.000016909291,0.02778191,0.000008738771,7.3568196e-10,0.00021409857,0.88883173,0.00029205752],"about_ca_topic_score_codex":0.018849202,"about_ca_topic_score_gemma":0.0010911446,"teacher_disagreement_score":0.88259,"about_ca_system_score_codex":0.010248947,"about_ca_system_score_gemma":0.030369628,"threshold_uncertainty_score":0.99996656},"labels":[],"label_agreement":null},{"id":"W4206932251","doi":"10.1097/lgt.0000000000000654","title":"Learning on the Go: Assessing Knowledge Gained From Medical Podcasts Created for Vulvovaginal Disease Education","year":2022,"lang":"en","type":"article","venue":"Journal of Lower Genital Tract Disease","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Vulvovaginal Candidiasis; Vulva; Resource (disambiguation); Health care; Disease; MEDLINE; Continuing medical education","score_opus":0.07895017167082814,"score_gpt":0.42465748290496175,"score_spread":0.3457073112341336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206932251","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9579556,0.0011113473,0.00006454211,0.029735155,0.009447966,0.0007689597,0.000039085364,0.000029513389,0.0008478125],"genre_scores_gemma":[0.9926145,0.000040267554,0.00008437736,0.00072764297,0.005899111,0.00032727988,0.000039896015,0.000028376642,0.00023853107],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.996386,0.0012224615,0.0005052853,0.0002031164,0.0013295006,0.00035366637],"domain_scores_gemma":[0.9923889,0.005207432,0.0005338663,0.0001534481,0.00044617304,0.0012701546],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0021843729,0.00014592698,0.00020144985,0.0001562071,0.0017114717,0.0001741388,0.00046737818,0.000057586494,0.0015421616],"category_scores_gemma":[0.020427652,0.00012244281,0.0002381741,0.0004081927,0.00016394329,0.00039378798,0.000038812064,0.0007423633,0.000018843675],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011489439,0.031765684,0.28083134,0.00032450244,0.00042525528,0.0008801859,0.12513575,0.0005945775,0.0002652667,0.009987777,0.055312887,0.48298734],"study_design_scores_gemma":[0.0018025987,0.0009903386,0.6783146,0.0004664396,0.00061673817,0.000012728271,0.052721143,0.00095832656,0.000008646755,0.008682224,0.25482914,0.0005970614],"about_ca_topic_score_codex":0.00014936458,"about_ca_topic_score_gemma":0.000014741115,"teacher_disagreement_score":0.48239028,"about_ca_system_score_codex":0.00073074445,"about_ca_system_score_gemma":0.009964146,"threshold_uncertainty_score":0.9995882},"labels":[],"label_agreement":null},{"id":"W4207069047","doi":"10.21203/rs.3.rs-1156196/v1","title":"Navigating personal and professional development through social media: a cross-sectional survey of ophthalmologists","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland; University of Calgary; Dalhousie University","funders":"","keywords":"Cross-sectional study; Social media; Psychology; Medical education; Optometry; Medicine; Computer science; World Wide Web","score_opus":0.5238116918085434,"score_gpt":0.6146979527203301,"score_spread":0.09088626091178675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4207069047","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98827326,0.0007473209,0.0000020814043,0.000838853,0.0073856274,0.001817866,0.00029119014,0.000040567305,0.0006032117],"genre_scores_gemma":[0.9940475,0.00012726846,0.00057883305,0.00001235757,0.0015621979,0.0028354994,0.00071362057,0.000028653876,0.0000940317],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9884903,0.0053339596,0.00065365125,0.0006977694,0.0040004826,0.0008238249],"domain_scores_gemma":[0.9836345,0.013669916,0.0003850579,0.00015196494,0.0019371929,0.000221385],"candidate_categories":["metaresearch","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01634116,0.0001914375,0.00038559464,0.00010892834,0.003959652,0.00014276174,0.0005737187,0.00064834696,0.0015451087],"category_scores_gemma":[0.028347464,0.00021156078,0.00008143208,0.0008068973,0.0018875801,0.00013435468,0.0013968738,0.0035884224,0.0000085485535],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057011817,0.0001600353,0.78549767,0.00054426136,0.000022023525,0.000005293858,0.21013772,0.0000018124739,0.0000021275182,0.0005682093,0.0001604652,0.0028433355],"study_design_scores_gemma":[0.00016984786,0.00003066122,0.9772692,0.00018181157,0.000001665159,0.0000013667994,0.018817116,0.000005541132,0.0000063557495,0.0018455413,0.0014978377,0.00017306772],"about_ca_topic_score_codex":0.029033434,"about_ca_topic_score_gemma":0.003861918,"teacher_disagreement_score":0.19177149,"about_ca_system_score_codex":0.0018505865,"about_ca_system_score_gemma":0.012162086,"threshold_uncertainty_score":0.9993676},"labels":[],"label_agreement":null},{"id":"W4210252983","doi":"10.2196/preprints.12225","title":"How Do Publicly Available Allergy-Specific Web-Based Training Programs Conform to the Established Criteria for the Reporting, Methods, and Content of Evidence-Based (Digital) Health Information and Education: Thematic Content Evaluation (Preprint)","year":2018,"lang":"en","type":"preprint","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Checklist; Health care; Medicine; Medical education; Web application; World Wide Web; Computer science; Psychology","score_opus":0.6544705043876892,"score_gpt":0.49878736187266615,"score_spread":0.15568314251502302,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210252983","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2326689,0.012898789,0.114396624,0.51251215,0.019049376,0.10457062,0.00008227148,0.0004481796,0.0033730762],"genre_scores_gemma":[0.8649876,0.0012961202,0.09111116,0.0033835722,0.0014024226,0.03706902,0.00032752432,0.000052781383,0.00036977426],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99410063,0.0011050485,0.002333641,0.00062729575,0.0012651269,0.0005682813],"domain_scores_gemma":[0.9812757,0.0075424286,0.0050340453,0.0009580231,0.004815564,0.00037428745],"candidate_categories":["metaresearch","scholarly_communication"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03763861,0.00032258188,0.0006579056,0.00024674676,0.0010541173,0.003239035,0.0005943839,0.0002649656,0.0001568586],"category_scores_gemma":[0.077856146,0.00020046745,0.00014693424,0.00047262426,0.0006268348,0.0014345469,0.00016342146,0.00030919115,0.000003618951],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008405235,0.00009287185,0.0017297836,0.0010040369,0.000054552947,1.4991754e-8,0.073011145,0.000014029793,0.000014222241,0.0027147501,0.0070002032,0.91428035],"study_design_scores_gemma":[0.0018058912,0.00089863973,0.013275688,0.0066861506,0.00019313335,0.0000037081031,0.61547387,0.020270942,0.0002381061,0.006438737,0.33380687,0.00090827706],"about_ca_topic_score_codex":0.0059800707,"about_ca_topic_score_gemma":0.0024538313,"teacher_disagreement_score":0.91337204,"about_ca_system_score_codex":0.0007582813,"about_ca_system_score_gemma":0.0152473925,"threshold_uncertainty_score":0.9977957},"labels":[],"label_agreement":null},{"id":"W4210299298","doi":"10.2196/preprints.14021","title":"Using Facebook Advertising to Recruit Representative Samples: Feasibility Assessment of a Cross-Sectional Survey (Preprint)","year":2019,"lang":"en","type":"preprint","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Public Health Ontario; University of Toronto; Memorial University of Newfoundland","funders":"","keywords":"Sample (material); Representativeness heuristic; Population; Cross-sectional study; Sample size determination; Advertising; Psychology; Medicine; Demography; Statistics; Environmental health; Mathematics; Social psychology; Business; Sociology","score_opus":0.6075694597722843,"score_gpt":0.5997399738582367,"score_spread":0.00782948591404753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210299298","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9472838,0.000025470394,0.018570881,0.0002001648,0.01091814,0.012846394,0.00017960445,0.000104837,0.009870683],"genre_scores_gemma":[0.9675892,0.00004558758,0.030080132,0.000092226015,0.00059777725,0.001085581,0.00008559271,0.00003330766,0.00039060615],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99224484,0.0032329028,0.0012183089,0.0013026482,0.0014208729,0.0005804345],"domain_scores_gemma":[0.98729265,0.008628228,0.00089375477,0.00094521994,0.0018735528,0.00036660448],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009762231,0.0002886755,0.00067699794,0.00023787204,0.00050407613,0.0002378739,0.0007176585,0.0005986107,0.0017758174],"category_scores_gemma":[0.02483294,0.00033573085,0.00022340665,0.0004943154,0.00050274417,0.0002375529,0.00080325647,0.0007601295,0.0000441478],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000044588247,0.000113384245,0.9734375,0.00020312506,0.000043561275,1.72602e-7,0.019846281,0.005114301,0.00013301235,0.00060736295,0.00007059991,0.00038610297],"study_design_scores_gemma":[0.00016661876,0.000030698233,0.9933978,0.00017007683,0.000010899651,2.1149565e-7,0.003297285,0.00018388606,0.000133296,0.0019601693,0.00035767697,0.00029143045],"about_ca_topic_score_codex":0.24580878,"about_ca_topic_score_gemma":0.027009828,"teacher_disagreement_score":0.21879895,"about_ca_system_score_codex":0.004438774,"about_ca_system_score_gemma":0.010080131,"threshold_uncertainty_score":0.99990946},"labels":[],"label_agreement":null},{"id":"W4210311172","doi":"10.2196/preprints.17741","title":"Online Impact and Presence of a Specialized Social Media Team for the Journal of Neurosurgery: Descriptive Analysis (Preprint)","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Social media; Publishing; Altmetrics; Psychology; Medicine; Advertising; Library science; Computer science; Political science; World Wide Web; Business","score_opus":0.20372054307091894,"score_gpt":0.44036618455240745,"score_spread":0.2366456414814885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210311172","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9707575,0.00077174784,0.0037935865,0.013580965,0.007491563,0.0030301276,0.00030471172,0.000032737422,0.00023708555],"genre_scores_gemma":[0.9913228,0.0022245727,0.0016809263,0.000057648314,0.004559726,0.000108356726,0.000017830862,0.00001742389,0.00001071312],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99657184,0.0010435198,0.0009499452,0.00028465173,0.00083594467,0.00031408324],"domain_scores_gemma":[0.9760224,0.020622045,0.0017348015,0.00021838251,0.0011449301,0.00025739087],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0033570698,0.00019543778,0.0009075836,0.00033967805,0.00035268173,0.00007600034,0.00066049397,0.00029489244,0.00018438614],"category_scores_gemma":[0.048928764,0.00014442301,0.00060560484,0.0011343238,0.00072352996,0.0001123888,0.00024439002,0.0005834426,4.3604496e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008478582,0.0004454957,0.08292739,0.0003134613,0.0021458415,0.0000013720457,0.8754786,0.0002603412,0.00024361475,0.0018068912,0.009630514,0.025898594],"study_design_scores_gemma":[0.0007560688,0.00016564771,0.83181435,0.00012579447,0.0037823692,9.937065e-7,0.14140627,0.00095812,0.00017433775,0.016702633,0.0037120155,0.0004013827],"about_ca_topic_score_codex":0.009508976,"about_ca_topic_score_gemma":0.01046301,"teacher_disagreement_score":0.748887,"about_ca_system_score_codex":0.00029679228,"about_ca_system_score_gemma":0.0036826478,"threshold_uncertainty_score":0.99708676},"labels":[],"label_agreement":null},{"id":"W4210317152","doi":"10.1016/j.bjps.2022.01.039","title":"Usage trends, perceptions and ethical views regarding social media: A survey of Canadian plastic surgeons","year":2022,"lang":"en","type":"letter","venue":"Journal of Plastic Reconstructive & Aesthetic Surgery","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University Health Centre; McGill University","funders":"","keywords":"Perception; Social media; Psychology; Medicine; Medical education; Ethical issues; Survey instrument; Public relations; Applied psychology; Engineering ethics; Political science; Engineering; Law","score_opus":0.15083373471053896,"score_gpt":0.3513107233179908,"score_spread":0.20047698860745183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210317152","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6936499,0.00063802983,0.00002236377,0.23383039,0.069227,0.00051936705,0.0009850722,0.000030232495,0.0010976488],"genre_scores_gemma":[0.96908253,0.004033106,0.00041469172,0.013431669,0.012050804,0.0002985315,0.0003484366,0.0002501821,0.00009004528],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9884128,0.0064785583,0.002034582,0.0004557433,0.0016383335,0.0009799864],"domain_scores_gemma":[0.88062334,0.11462064,0.0027519811,0.0002010545,0.0011288585,0.00067411887],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.008933808,0.0004227875,0.0018326219,0.00439647,0.0012831676,0.000106840256,0.00043442805,0.0016312882,0.00245935],"category_scores_gemma":[0.06348823,0.00044360384,0.00064448983,0.00237669,0.002081751,0.000181199,0.00005098806,0.005663923,0.0000074073364],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012034709,0.000047140617,0.14091901,0.00012364551,0.00019572816,0.00028192787,0.030191807,0.0000035797218,9.686635e-7,0.00019201427,0.7698365,0.058087338],"study_design_scores_gemma":[0.0003884231,0.00011036342,0.57377386,0.00055003655,0.0004581482,0.0008133567,0.009508085,0.000004121498,2.6591115e-7,0.00041717093,0.41328993,0.0006862213],"about_ca_topic_score_codex":0.11945473,"about_ca_topic_score_gemma":0.25788853,"teacher_disagreement_score":0.43285486,"about_ca_system_score_codex":0.0015224599,"about_ca_system_score_gemma":0.010819031,"threshold_uncertainty_score":0.9998016},"labels":[],"label_agreement":null},{"id":"W4210342222","doi":"10.1097/der.0000000000000830","title":"TikTok as a Source of Dermatologic Information on Atopic Dermatitis","year":2022,"lang":"en","type":"article","venue":"Dermatitis","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Atopic dermatitis; MEDLINE; Respiratory Hypersensitivity; Allergic dermatitis; Dermatologic agents","score_opus":0.03817672939523925,"score_gpt":0.3318360675977163,"score_spread":0.293659338202477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210342222","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9058338,0.0001649796,0.00023946581,0.040092584,0.0036150755,0.0013995084,0.000025573414,0.00020463314,0.048424374],"genre_scores_gemma":[0.9847256,0.00010748755,0.00020291888,0.0137735475,0.00014308775,0.000894218,0.000051406143,0.000008943679,0.00009280517],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977938,0.0005585909,0.0004551327,0.000108081906,0.0007675239,0.00031685072],"domain_scores_gemma":[0.99838203,0.00083082926,0.0003488525,0.00019475658,0.00011653348,0.00012698726],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00042112515,0.00010035893,0.00019470319,0.00020825844,0.0010418566,0.00004333063,0.00031163814,0.000081908714,0.001610427],"category_scores_gemma":[0.0013841008,0.000121088946,0.000065635286,0.000571606,0.00015713769,0.00047356193,0.00006645895,0.00022629053,0.00033798648],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000047867306,0.00025854708,0.09194473,0.00034440123,0.000041233696,0.000013001104,0.3911364,0.00030442476,0.000003931115,0.14854684,0.18014364,0.18725806],"study_design_scores_gemma":[0.00022764633,0.00005880644,0.094176814,0.00002129609,0.000008782202,0.000016287679,0.015242683,0.0000687225,0.00013607011,0.002341396,0.8875708,0.00013069058],"about_ca_topic_score_codex":0.008988117,"about_ca_topic_score_gemma":0.00029558502,"teacher_disagreement_score":0.70742714,"about_ca_system_score_codex":0.00035433433,"about_ca_system_score_gemma":0.00047175924,"threshold_uncertainty_score":0.9993022},"labels":[],"label_agreement":null},{"id":"W4210354172","doi":"10.2196/preprints.9922","title":"What Is Being Used and Who Is Using It: Barriers to the Adoption of Smartphone Patient Experience Surveys (Preprint)","year":2018,"lang":"en","type":"preprint","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University; University of Waterloo","funders":"","keywords":"Agency (philosophy); Context (archaeology); Preprint; Internet privacy; Health care; Service (business); Survey data collection; Psychology; Quality (philosophy); Perception; Reliability (semiconductor); Applied psychology; Business; Computer science; World Wide Web; Marketing; Political science; Geography","score_opus":0.11630902115060289,"score_gpt":0.4063259641512085,"score_spread":0.2900169430006056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210354172","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.974897,0.00013190457,0.00066615676,0.009915438,0.011400221,0.0026129668,0.000016751796,0.000038070953,0.00032147183],"genre_scores_gemma":[0.99453264,0.0010734252,0.0014445592,0.0017459353,0.00066801417,0.0004626914,0.0000063839,0.000020299463,0.00004606433],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99626833,0.0012797827,0.00056996517,0.0006269101,0.0008245481,0.0004304674],"domain_scores_gemma":[0.99684536,0.0011648952,0.00043408573,0.0005719814,0.0005308496,0.00045282612],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003701514,0.00020650763,0.0003398484,0.000118796386,0.00083103875,0.0002987517,0.0004436823,0.00034574143,0.0007468847],"category_scores_gemma":[0.004242522,0.00018483108,0.00007908435,0.0004210089,0.0005739081,0.00037485198,0.00049992354,0.00027697918,0.000017178325],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000067332,0.00001573128,0.060973197,0.00006991849,0.000013356726,1.226637e-7,0.9239009,0.000023507764,0.000055436438,0.0000758539,0.0007594256,0.014105839],"study_design_scores_gemma":[0.00025102918,0.00014856501,0.12858309,0.0019823601,0.00006490308,5.8333444e-7,0.8374158,0.0006854979,0.0076736663,0.0022553443,0.020077756,0.00086137664],"about_ca_topic_score_codex":0.043014657,"about_ca_topic_score_gemma":0.007110127,"teacher_disagreement_score":0.08648504,"about_ca_system_score_codex":0.00048773317,"about_ca_system_score_gemma":0.0014353178,"threshold_uncertainty_score":0.963358},"labels":[],"label_agreement":null},{"id":"W4210657163","doi":"10.2196/31943","title":"The Dermatologist on Social Media: When the Pros Outweigh the Cons. Comment on “Risks and Benefits of Using Social Media in Dermatology: Cross-sectional Questionnaire Study”","year":2022,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"cons; Social media; Cross-sectional study; Dermatology; Medicine; Psychology; Political science; Computer science; Pathology; Law","score_opus":0.23514378066567293,"score_gpt":0.4498330644345049,"score_spread":0.21468928376883195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210657163","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8639948,0.00038140477,0.0000011474133,0.1293713,0.0037123826,0.0023424267,0.000029220811,0.000047115187,0.000120252895],"genre_scores_gemma":[0.9939893,0.000056399018,0.00000731371,0.0020801872,0.0005492345,0.003282126,0.0000121902685,0.000021262726,0.000001984875],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99306786,0.0041791443,0.0008095556,0.00037894622,0.0009077958,0.0006567207],"domain_scores_gemma":[0.98781645,0.0110670235,0.0006054893,0.00023914568,0.00019083214,0.000081080834],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0016507135,0.0002280883,0.0004453848,0.00014919731,0.007601025,0.00010149714,0.0007369059,0.00029610857,0.000037028578],"category_scores_gemma":[0.0026408725,0.00015626838,0.00008862234,0.0004876212,0.0031015181,0.000094342424,0.0002509474,0.0010519546,0.000006063149],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014596745,0.00032737624,0.7306815,0.000022342265,0.000033879274,0.000012993757,0.2065244,0.000026788059,6.860297e-7,0.057067137,0.0035067732,0.0016501776],"study_design_scores_gemma":[0.00093745114,0.000036364603,0.9163718,0.000012658647,0.000024895051,0.000092026836,0.06845893,0.000052703737,0.000013818816,0.0056394315,0.008185881,0.00017400483],"about_ca_topic_score_codex":0.0017878925,"about_ca_topic_score_gemma":0.012084961,"teacher_disagreement_score":0.18569036,"about_ca_system_score_codex":0.0006013618,"about_ca_system_score_gemma":0.0008268711,"threshold_uncertainty_score":0.9996115},"labels":[],"label_agreement":null},{"id":"W4210670212","doi":"10.2196/preprints.13687","title":"Health Researchers’ Use of Social Media: Scoping Review (Preprint)","year":2019,"lang":"en","type":"preprint","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; University of Ottawa; Kellogg's (Canada); Dalhousie University; University of Toronto; SickKids Foundation; Public Health Ontario; Ottawa Hospital; Izaak Walton Killam Health Centre","funders":"","keywords":"CINAHL; Social media; PsycINFO; Inclusion (mineral); MEDLINE; Preprint; Web of science; Medicine; Medical education; Psychology; Library science; Public relations; World Wide Web; Political science; Computer science; Social psychology","score_opus":0.6308650886423168,"score_gpt":0.5714364079146346,"score_spread":0.05942868072768226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210670212","genre_codex":"commentary","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06862762,0.1537549,0.0005765799,0.5800316,0.07112378,0.089728035,0.00017707267,0.0010637771,0.034916632],"genre_scores_gemma":[0.13382998,0.8323094,0.01004008,0.00743229,0.008965789,0.0058714924,0.00030801285,0.0001806932,0.0010622665],"study_design_codex":"qualitative","study_design_gemma":"systematic_review","domain_scores_codex":[0.993103,0.0028426927,0.0011284254,0.0006207873,0.0015541167,0.00075096026],"domain_scores_gemma":[0.986015,0.011081657,0.001114081,0.0006223371,0.00077100244,0.00039587528],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008165467,0.00021015672,0.0010982974,0.00018266456,0.000434906,0.00008174097,0.00072221446,0.00054684805,0.0013576455],"category_scores_gemma":[0.051694572,0.00023060475,0.000233074,0.0005310213,0.00050425506,0.0001914636,0.00060296466,0.0011055574,0.00015709848],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035872123,0.00036717934,0.017361587,0.21540351,0.000112229165,0.0000015916607,0.490557,0.000021704305,0.0000033974509,0.030148216,0.08969688,0.15629084],"study_design_scores_gemma":[0.0009800505,0.00017479577,0.09718093,0.74479717,0.00018741425,8.64742e-7,0.03654536,0.000022418102,0.00007106166,0.010521094,0.107136,0.0023828342],"about_ca_topic_score_codex":0.04149872,"about_ca_topic_score_gemma":0.028188108,"teacher_disagreement_score":0.6785545,"about_ca_system_score_codex":0.001270147,"about_ca_system_score_gemma":0.02215684,"threshold_uncertainty_score":0.99955523},"labels":[],"label_agreement":null},{"id":"W4210708632","doi":"10.3389/ti.2021.10181","title":"Insights From Transplant Professionals on the Use of Social Media: Implications and Responsibilities","year":2022,"lang":"en","type":"article","venue":"Transplant International","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Society of Nephrology; McGill University Health Centre","funders":"","keywords":"Medicine; Social media; Social responsibility; Health professionals; Public relations; Health care; Law","score_opus":0.20863532975006396,"score_gpt":0.39149790748355334,"score_spread":0.18286257773348938,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210708632","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9478344,0.0000492227,0.00002120598,0.04684298,0.0023209988,0.0005192866,0.0016795715,0.00002862337,0.0007037189],"genre_scores_gemma":[0.99771565,0.00009110355,0.000077727826,0.0006369313,0.0004273044,0.00071590353,0.00025023762,0.000007899797,0.00007724062],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9981179,0.00063932285,0.00027496886,0.00017876251,0.00065912056,0.00012987448],"domain_scores_gemma":[0.98890823,0.010727905,0.00011974381,0.000093058734,0.00009669179,0.000054356617],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032818937,0.00007642607,0.00011362991,0.000100568024,0.0010029814,0.000024814999,0.00029014863,0.000055566597,0.00086109276],"category_scores_gemma":[0.0004928768,0.0000630914,0.000046928304,0.00015365893,0.00026438097,0.00012213779,0.000016401396,0.00023567567,0.000003910808],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025864656,0.00019567032,0.0065909484,0.0000067275346,0.00004375939,0.000001462995,0.3478932,0.000008148769,0.00060059846,0.64196336,0.0014339096,0.0010035314],"study_design_scores_gemma":[0.000707905,0.00007410671,0.74855304,0.00011061076,0.00007359369,0.0000030284073,0.03724884,0.000073938325,0.00050124014,0.041978918,0.17036174,0.00031303332],"about_ca_topic_score_codex":0.0015104444,"about_ca_topic_score_gemma":0.001537519,"teacher_disagreement_score":0.7419621,"about_ca_system_score_codex":0.00013193216,"about_ca_system_score_gemma":0.00033324433,"threshold_uncertainty_score":0.9428362},"labels":[],"label_agreement":null},{"id":"W4210724223","doi":"10.2196/preprints.10852","title":"Consumers� Gender Difference in Communicating with Doctors on Social Media: Survey Study (Preprint)","year":2018,"lang":"en","type":"preprint","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Moderation; Social media; Preprint; Psychology; Social psychology; Health communication; Information seeking; Advertising; Business; Political science","score_opus":0.4152880494121206,"score_gpt":0.4724087178178761,"score_spread":0.05712066840575547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210724223","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98217124,0.000041149236,0.0000089735295,0.0008023006,0.0042390474,0.004212697,0.00001763841,0.00017013162,0.00833685],"genre_scores_gemma":[0.9967561,0.00014340646,0.0003645782,0.00011282018,0.0007766993,0.0017283675,0.000050741342,0.000039925217,0.0000274121],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99112755,0.005509297,0.0007165667,0.00081605755,0.0011464559,0.0006840982],"domain_scores_gemma":[0.9804996,0.017345041,0.00055750937,0.0008628985,0.00049261184,0.00024231557],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0065047215,0.00035059993,0.0006597711,0.00024292333,0.00090833235,0.00016618357,0.0013851793,0.00056973984,0.00041080362],"category_scores_gemma":[0.014710342,0.0003281418,0.000060308812,0.0005918646,0.0010301465,0.00006538892,0.00066857785,0.0015893567,0.00007723808],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042693777,0.0004723405,0.71133363,0.000032201777,0.00002968093,0.0000011681557,0.28383866,0.0000017386411,3.3004332e-7,0.0004155482,0.00011245229,0.0037195773],"study_design_scores_gemma":[0.00036526157,0.000052660944,0.92915016,0.00010116078,0.000018114342,5.7029713e-8,0.06898556,0.0000041608346,0.0000033694698,0.00090832467,0.00008207988,0.00032907564],"about_ca_topic_score_codex":0.18595536,"about_ca_topic_score_gemma":0.60425377,"teacher_disagreement_score":0.4182984,"about_ca_system_score_codex":0.0011547118,"about_ca_system_score_gemma":0.00275792,"threshold_uncertainty_score":0.9999171},"labels":[],"label_agreement":null},{"id":"W4210811992","doi":"10.2196/preprints.9230","title":"Users, Uses, and Effects of Social Media in Dietetic Practice: Scoping Review of the Quantitative and Qualitative Evidence (Preprint)","year":2017,"lang":"en","type":"preprint","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Social media; Preprint; Knowledge translation; Psychological intervention; Psychology; Intervention (counseling); Medicine; Medical education; World Wide Web; Computer science; Knowledge management; Nursing","score_opus":0.34641431848811616,"score_gpt":0.5848610601790903,"score_spread":0.23844674169097418,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210811992","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6569404,0.27265337,0.000031755193,0.04638271,0.005685777,0.016416524,0.000015212316,0.000033448257,0.0018407668],"genre_scores_gemma":[0.66891056,0.32688025,0.002850861,0.00024031078,0.00018348247,0.000909142,0.0000017624782,0.000015011305,0.000008622474],"study_design_codex":"qualitative","study_design_gemma":"systematic_review","domain_scores_codex":[0.9929901,0.0049825483,0.00068754976,0.00040606348,0.0007046999,0.00022907356],"domain_scores_gemma":[0.9190762,0.07791764,0.0019477155,0.00035526327,0.0006146803,0.00008851381],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0077385567,0.00016752741,0.00072598964,0.00008107027,0.00033560896,0.000044917415,0.00044103718,0.000258762,0.00001701013],"category_scores_gemma":[0.36226714,0.00014072946,0.00007204217,0.00021200551,0.0016034724,0.0003490736,0.0006674651,0.00050353236,9.58949e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024523948,0.00006259536,0.0048905625,0.097369604,0.00003384111,5.5474453e-7,0.87880945,1.7381667e-7,0.000015802743,0.01525694,0.00008648155,0.0034494665],"study_design_scores_gemma":[0.00030210317,0.00008023145,0.11964357,0.71184427,0.00027604235,2.9095423e-7,0.1534903,0.0000029206233,0.00023170211,0.013702994,0.000074078416,0.00035152875],"about_ca_topic_score_codex":0.014742361,"about_ca_topic_score_gemma":0.0161747,"teacher_disagreement_score":0.72531915,"about_ca_system_score_codex":0.00019686444,"about_ca_system_score_gemma":0.0027058914,"threshold_uncertainty_score":0.99181855},"labels":[],"label_agreement":null},{"id":"W4210855386","doi":"10.1007/s11739-022-02939-5","title":"High social media attention scores are not reflective of study quality: an altmetrics-based content analysis","year":2022,"lang":"en","type":"article","venue":"Internal and Emergency Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Altmetrics; Medicine; Social media; Quality (philosophy); MEDLINE; Medical physics; Data science; World Wide Web","score_opus":0.44007854574841143,"score_gpt":0.5160582151629255,"score_spread":0.07597966941451406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210855386","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9866734,0.00023640374,0.00009920742,0.004679205,0.007581446,0.00054177525,0.000033101205,0.000028242843,0.0001272256],"genre_scores_gemma":[0.99788904,0.00008918207,0.000023362927,0.00009594322,0.0014979803,0.0002802702,0.00003446397,0.000008483362,0.00008128747],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99618846,0.0012658393,0.00075460476,0.0003045984,0.0012521608,0.00023435212],"domain_scores_gemma":[0.997783,0.00081009156,0.0006429722,0.00012372358,0.00046524152,0.00017496987],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0029953122,0.00011434644,0.00045913717,0.0005905616,0.0006833308,0.000004995286,0.00024446982,0.00004692839,0.0028697634],"category_scores_gemma":[0.0039769844,0.000104678606,0.00009949621,0.0020361838,0.00024766504,0.00008911531,0.000045740682,0.00022132356,0.000001310298],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002438093,0.00060743396,0.88036376,0.00002552368,0.00024073734,0.000002308083,0.1120211,0.0000069026096,0.00025332402,0.0010490369,0.0003118899,0.0048741833],"study_design_scores_gemma":[0.00057455903,0.00053968903,0.8574229,0.000011306615,0.00034158566,7.098832e-8,0.14033435,0.00002196109,0.000016784477,0.0003579083,0.0002868644,0.00009203757],"about_ca_topic_score_codex":0.13529743,"about_ca_topic_score_gemma":0.04390124,"teacher_disagreement_score":0.0913962,"about_ca_system_score_codex":0.0002587437,"about_ca_system_score_gemma":0.00012318119,"threshold_uncertainty_score":0.99804175},"labels":[],"label_agreement":null},{"id":"W4210862014","doi":"10.2196/34073","title":"The Experiences of Patients With Adjuvant and Metastatic Melanoma Using Disease-Specific Social Media Communities in the Advent of Novel Therapies (Excite Project): Social Media Listening Study","year":2022,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Active listening; Quality of life (healthcare); Social media; Adjuvant; Disease; Adjuvant therapy; Melanoma; Qualitative research; Family medicine; Internal medicine; Oncology; Cancer; Psychology; Nursing; Psychotherapist","score_opus":0.18356409763956613,"score_gpt":0.40732372024431773,"score_spread":0.2237596226047516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210862014","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9946911,0.0015612856,0.0000011753982,0.000512816,0.0010303755,0.002109768,0.00006520189,0.000008854833,0.000019465439],"genre_scores_gemma":[0.9943068,0.000117547264,0.000036263336,0.000032498596,0.00028763068,0.005194749,0.000010257898,0.000012937817,0.0000013044687],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9968452,0.0012801478,0.00037207655,0.00013843563,0.0010897153,0.00027446426],"domain_scores_gemma":[0.9963065,0.0029502865,0.00043095794,0.00011983908,0.00015625586,0.000036190315],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0012111166,0.000116668874,0.00025766986,0.00009035596,0.0019763578,0.000045697965,0.00040477945,0.000022477298,0.00004716762],"category_scores_gemma":[0.00019957412,0.00007597785,0.000040857365,0.00063212804,0.0010725975,0.00013953917,0.00008164029,0.00021010575,3.254751e-8],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001744506,0.00036819355,0.0909343,0.000021414487,0.000022861826,3.8925614e-7,0.9023667,0.0000039695988,0.000001383733,0.00047450024,0.000027919114,0.0056038983],"study_design_scores_gemma":[0.00045681928,0.000050671257,0.3362665,0.000015573556,0.00002004718,3.7123186e-8,0.66203725,0.000010204349,4.2549942e-7,0.000049201877,0.001031499,0.000061801555],"about_ca_topic_score_codex":0.0052603306,"about_ca_topic_score_gemma":0.020474672,"teacher_disagreement_score":0.2453322,"about_ca_system_score_codex":0.00023981625,"about_ca_system_score_gemma":0.0006740361,"threshold_uncertainty_score":0.99932295},"labels":[],"label_agreement":null},{"id":"W4211030126","doi":"10.1016/j.eururo.2022.01.041","title":"Optimal Dissemination of Scientific Manuscripts via Social Media: A Prospective Trial Comparing Visual Abstracts Versus Key Figures in Consecutive Original Manuscripts Published in European Urology","year":2022,"lang":"en","type":"article","venue":"European Urology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Sinai Hospital; University of Toronto","funders":"National Cancer Institute","keywords":"Medicine; Social media; Confidence interval; Internal medicine; World Wide Web; Computer science","score_opus":0.0812901057274066,"score_gpt":0.3637975165716652,"score_spread":0.2825074108442586,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4211030126","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94751376,0.00009276784,0.000011754398,0.002105552,0.015685698,0.0015175662,0.000018156288,0.000076987526,0.03297777],"genre_scores_gemma":[0.99810165,0.000006178311,0.00007264402,0.000095151874,0.0012556441,0.00024433728,0.000112683665,0.000045145785,0.00006655557],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.98911107,0.007418183,0.0010095364,0.0008022831,0.0007808581,0.0008780842],"domain_scores_gemma":[0.9956693,0.003040042,0.0006892174,0.0002005655,0.0002283277,0.00017253395],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0073598856,0.00023770926,0.000502424,0.0008710901,0.00093846547,0.00011455937,0.0007140787,0.00011522941,0.0004351959],"category_scores_gemma":[0.009669609,0.00029884613,0.00008940575,0.0013454908,0.0013402095,0.00036012518,0.0002898444,0.0010742473,0.00006948775],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.06567268,0.004298317,0.10032504,0.00009592439,0.00012345068,0.0010780109,0.7872981,0.0011316343,0.0012790192,0.016800243,0.012347769,0.009549809],"study_design_scores_gemma":[0.017651176,0.0014917841,0.94277066,0.000013505712,0.000055069704,0.000008805921,0.014166599,0.00017685645,0.000042606025,0.00050635205,0.022664284,0.00045231232],"about_ca_topic_score_codex":0.0009950207,"about_ca_topic_score_gemma":0.004632745,"teacher_disagreement_score":0.8424456,"about_ca_system_score_codex":0.00074426987,"about_ca_system_score_gemma":0.0006118172,"threshold_uncertainty_score":0.99994636},"labels":[],"label_agreement":null},{"id":"W4211181319","doi":"10.2196/34466","title":"Contrasting Social Media Use Between Young Adults With Inflammatory Bowel Disease and Type 1 Diabetes: Cross-sectional Study","year":2022,"lang":"en","type":"article","venue":"JMIR Pediatrics and Parenting","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Inflammatory bowel disease; Social media; Disease; Young adult; Cross-sectional study; Diabetes mellitus; Outpatient clinic; Internal medicine; Pathology","score_opus":0.06449238656847289,"score_gpt":0.35430006789601015,"score_spread":0.28980768132753726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4211181319","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99661875,0.0002899814,9.505098e-7,0.00008513839,0.001797277,0.0010587723,0.00005827085,0.000063540225,0.000027302807],"genre_scores_gemma":[0.99516386,0.00004049866,0.000019182065,0.000019725843,0.004163496,0.0005087849,0.000053786614,0.000018634166,0.000012023851],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99799186,0.00030323648,0.00031445362,0.0003179053,0.0006778121,0.0003947558],"domain_scores_gemma":[0.9968819,0.0023297023,0.00026808132,0.00006391581,0.00019054198,0.00026586207],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001152765,0.00011894607,0.00014577272,0.00011344186,0.0030432374,0.00029028638,0.00010546471,0.0000572037,0.000036013033],"category_scores_gemma":[0.0021418831,0.00013060661,0.00002292895,0.00042380238,0.00015118999,0.00028847659,0.000107018575,0.00030326267,0.0000010089088],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037273585,0.000054832715,0.9487854,0.00005506909,0.000010256833,0.000002698836,0.04983905,0.0000022625754,2.4719313e-7,0.00005009443,0.000040891417,0.0011218784],"study_design_scores_gemma":[0.00042397575,0.000052773674,0.9888867,0.000005903531,0.000043388503,1.2115733e-7,0.010030097,0.00002650963,3.692736e-8,0.00005623184,0.0003213115,0.00015295575],"about_ca_topic_score_codex":0.0003722976,"about_ca_topic_score_gemma":0.0005612035,"teacher_disagreement_score":0.04010125,"about_ca_system_score_codex":0.00012327476,"about_ca_system_score_gemma":0.00041750635,"threshold_uncertainty_score":0.99825466},"labels":[],"label_agreement":null},{"id":"W4211188253","doi":"10.2196/31739","title":"Developing Reporting Guidelines for Social Media Research (RESOME) by Using a Modified Delphi Method: Protocol for Guideline Development","year":2022,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Cancer Care Ontario","funders":"","keywords":"Protocol (science); Guideline; Delphi method; Social media; Delphi; Medical education; Computer science; Psychology; Medicine; World Wide Web; Alternative medicine","score_opus":0.9513883983318744,"score_gpt":0.7878931432523422,"score_spread":0.16349525507953222,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4211188253","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00018908152,0.000003833119,0.019369943,0.016857455,0.00016905244,0.9629026,0.000046364006,0.00016416839,0.00029748716],"genre_scores_gemma":[0.000018111454,1.732296e-7,0.2734895,0.00018208622,0.0027864883,0.72318435,0.000063772044,0.00008795022,0.00018755805],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9806772,0.00584378,0.0039282236,0.0011859986,0.0054714903,0.0028932963],"domain_scores_gemma":[0.9715891,0.013354524,0.0016541593,0.00044704016,0.012453799,0.0005014054],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.12415359,0.00029884596,0.00062602415,0.00087430386,0.014454835,0.00039366834,0.0014825315,0.0003390185,0.00023101852],"category_scores_gemma":[0.14524864,0.00032344356,0.00017733772,0.002973635,0.000515869,0.0003464308,0.0008068283,0.0013247159,0.000005462304],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0017330796,0.00073347014,0.0003187337,0.001992762,0.000051220137,0.000006364534,0.10522036,0.00009037275,0.0019290121,0.013992059,0.5655414,0.30839118],"study_design_scores_gemma":[0.0018588741,0.00020902266,0.000034243865,0.00039455772,0.0000018397575,0.0000015330164,0.02488408,0.0012814145,0.0009836452,0.009059252,0.96093327,0.0003582869],"about_ca_topic_score_codex":0.0013484334,"about_ca_topic_score_gemma":0.00063546165,"teacher_disagreement_score":0.39539188,"about_ca_system_score_codex":0.004927788,"about_ca_system_score_gemma":0.021396747,"threshold_uncertainty_score":0.99992174},"labels":[],"label_agreement":null},{"id":"W4211221405","doi":"10.1093/cid/ciac051","title":"Go V.I.R.A.L.: Social Media Engagement Strategies in Infectious Diseases","year":2022,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; Hotel Dieu Shaver Health and Rehabilitation Centre","funders":"","keywords":"Social media; Empathy; Medicine; Health professionals; Acronym; Health care; World Wide Web; Computer science","score_opus":0.1634575636177909,"score_gpt":0.47692699999305727,"score_spread":0.31346943637526636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4211221405","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9663301,0.0008042415,0.000013263868,0.0022412168,0.017237453,0.001571727,0.00013787053,0.0006711765,0.010992958],"genre_scores_gemma":[0.9904469,0.00048551595,0.0000042914558,0.0009245327,0.004736731,0.003238623,0.00009019994,0.000039017865,0.000034178607],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99248415,0.004251014,0.00096408697,0.00060235604,0.00093259994,0.0007657951],"domain_scores_gemma":[0.98645085,0.0121466555,0.00039318923,0.00026764936,0.00016025337,0.00058137224],"candidate_categories":["metaresearch","metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0020178254,0.00024073663,0.0005429949,0.00027911743,0.0026430024,0.00019358541,0.0004186349,0.00017180092,0.0021601333],"category_scores_gemma":[0.017598467,0.00028776965,0.00032653366,0.0012506513,0.0008802256,0.0004127777,0.00024186091,0.0008912378,0.00011177152],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003359489,0.0023392031,0.9146341,0.000041859905,0.000039439412,0.00002131821,0.015356949,0.00008625461,4.5506354e-7,0.03476868,0.0069060535,0.025772065],"study_design_scores_gemma":[0.001088089,0.00018424437,0.8725629,0.000013208759,0.00010198396,4.0809925e-7,0.02443242,0.000010288544,1.443442e-7,0.036356583,0.0649047,0.00034507306],"about_ca_topic_score_codex":0.0021085863,"about_ca_topic_score_gemma":0.007874826,"teacher_disagreement_score":0.057998642,"about_ca_system_score_codex":0.001158419,"about_ca_system_score_gemma":0.0028167425,"threshold_uncertainty_score":0.99995744},"labels":[],"label_agreement":null},{"id":"W4211248058","doi":"10.1002/jmrs.569","title":"Five years of #MedRadJClub: An impact evaluation of an established twitter journal club","year":2022,"lang":"en","type":"article","venue":"Journal of Medical Radiation Sciences","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Translational Research in Oncology; University of Alberta","funders":"","keywords":"Journal club; Library science; Club; Computer science; World Wide Web; Medicine","score_opus":0.20191894582058273,"score_gpt":0.5361491199565092,"score_spread":0.33423017413592643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4211248058","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98708767,0.00049762597,0.000058766782,0.006208793,0.0056830505,0.00028299217,0.0000046670875,0.000004572456,0.00017189355],"genre_scores_gemma":[0.9973056,0.00024887038,0.00042734336,0.00019675781,0.0017957713,0.000013921127,0.0000025823986,0.0000055148266,0.000003645468],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9850587,0.00339613,0.0010178859,0.00014170152,0.010103289,0.00028226548],"domain_scores_gemma":[0.99400854,0.0020360707,0.0020624052,0.00011318101,0.0011323751,0.0006474494],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.051898833,0.0000735244,0.00029191395,0.0005833564,0.00063633604,0.0000888011,0.0010521285,0.00010703524,0.0028170303],"category_scores_gemma":[0.031227132,0.000064762025,0.00012416129,0.0014181933,0.0007103994,0.0014680094,0.000034728815,0.00051588856,9.983138e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012332725,0.0008515003,0.059447527,0.00001600545,0.000052256,0.00001056002,0.24149364,0.007501126,0.00017533381,0.0008621819,0.0041860174,0.6852805],"study_design_scores_gemma":[0.0026695346,0.0040582637,0.7364329,0.0001134714,0.00018167478,0.00012338179,0.21741004,0.01667443,0.0001197988,0.01210914,0.009839102,0.00026824937],"about_ca_topic_score_codex":0.0018973637,"about_ca_topic_score_gemma":0.00020401619,"teacher_disagreement_score":0.6850123,"about_ca_system_score_codex":0.0006815764,"about_ca_system_score_gemma":0.01221369,"threshold_uncertainty_score":0.99809456},"labels":[],"label_agreement":null},{"id":"W4212827333","doi":"10.1093/cid/ciac108","title":"Educational Impact of #IDJClub, a Twitter-Based Infectious Diseases Journal Club","year":2022,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Journal club; Social media; Medicine; Club; Medical education; Download; Family medicine; World Wide Web","score_opus":0.12045782216936488,"score_gpt":0.5052552715354702,"score_spread":0.3847974493661054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4212827333","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98072094,0.0008910557,0.00006226854,0.0029366906,0.012759173,0.0010351568,0.00017145931,0.00017456242,0.0012486958],"genre_scores_gemma":[0.99304175,0.00020253076,0.000013322414,0.0008815531,0.0048108147,0.00087553554,0.000072015275,0.000036350004,0.00006613542],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9943107,0.0026328892,0.0010900751,0.00039938762,0.0009807403,0.0005862606],"domain_scores_gemma":[0.9866922,0.010347009,0.00093734765,0.00034269775,0.0005680588,0.0011126691],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014423662,0.00022342744,0.0005348825,0.0003327725,0.002196107,0.00011746745,0.00043698773,0.00013156729,0.005457832],"category_scores_gemma":[0.021402095,0.00022990402,0.0009105756,0.001086121,0.00090145774,0.00026259554,0.00010242984,0.00069705484,0.00004624865],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000061472274,0.0035983173,0.972294,0.000031824147,0.00010129634,0.0000040441755,0.001190687,0.0005522631,0.0000015433392,0.0006609972,0.0148338135,0.0066697714],"study_design_scores_gemma":[0.001168315,0.0010527123,0.97347116,0.000030036661,0.0002000546,0.0000046127047,0.0007539953,0.000052668303,5.3159056e-7,0.013036902,0.009964918,0.00026407096],"about_ca_topic_score_codex":0.0025702263,"about_ca_topic_score_gemma":0.00024416743,"teacher_disagreement_score":0.01995973,"about_ca_system_score_codex":0.001529041,"about_ca_system_score_gemma":0.010682152,"threshold_uncertainty_score":0.9991029},"labels":[],"label_agreement":null},{"id":"W4212829094","doi":"10.2196/preprints.25230","title":"Social Media and the Transformation of the Physician-Patient Relationship: Viewpoint (Preprint)","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Social media; Health care; Social determinants of health; Public relations; The Internet; Health promotion; Psychology; Internet privacy; Information seeking behavior; Protected health information; Political science; HRHIS; World Wide Web; Computer science","score_opus":0.12636362486232924,"score_gpt":0.3781949212720922,"score_spread":0.251831296409763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4212829094","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4384183,0.00053939637,0.0003598306,0.50067973,0.009204779,0.008399109,0.00002812495,0.00013591687,0.04223478],"genre_scores_gemma":[0.9967467,0.00028796017,0.00011486998,0.00096272083,0.0010333714,0.0008236966,0.000010984584,0.000011588281,0.000008100706],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9969218,0.0013447528,0.0005782548,0.0002381955,0.0007234882,0.0001935031],"domain_scores_gemma":[0.9939777,0.00494571,0.000571009,0.00023221104,0.0001965559,0.00007676147],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013623284,0.00014069096,0.00030786265,0.000036158443,0.00089028844,0.000055929613,0.00041613315,0.00027547716,0.00004077473],"category_scores_gemma":[0.0069650593,0.00009043319,0.00018905546,0.00034003975,0.0010173995,0.000099481345,0.00019895783,0.00071071356,0.0000117403215],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020341513,0.000019923536,0.0005836284,0.00012884047,0.000013538923,1.7268682e-8,0.6182393,0.000010105423,0.0000026469886,0.36337227,0.0004169461,0.017192466],"study_design_scores_gemma":[0.000786937,0.000015752255,0.1472498,0.00026707188,0.00018895084,1.5974598e-7,0.09575212,0.00020183116,0.00029629326,0.7432423,0.011666695,0.0003320435],"about_ca_topic_score_codex":0.002826376,"about_ca_topic_score_gemma":0.0028037769,"teacher_disagreement_score":0.5583284,"about_ca_system_score_codex":0.00021015937,"about_ca_system_score_gemma":0.00096149964,"threshold_uncertainty_score":0.833833},"labels":[],"label_agreement":null},{"id":"W4212838220","doi":"10.1111/nae2.33","title":"Social media and journals: Suggested best practices for nursing editors, authors, readers","year":2022,"lang":"en","type":"article","venue":"Nurse author & editor","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Misinformation; Social media; Public relations; Health care; Conversation; Psychology; Medical education; Medicine; Political science","score_opus":0.23181880684043035,"score_gpt":0.4990258363361294,"score_spread":0.2672070294956991,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4212838220","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.045388807,0.0013877153,0.0000434207,0.20753859,0.74173903,0.002413478,0.00012942828,0.0002623759,0.001097127],"genre_scores_gemma":[0.123261444,0.00010570806,0.0018921784,0.00020023613,0.87082535,0.0026800511,0.000093043294,0.00009024817,0.0008517212],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9954304,0.0011995843,0.0005129267,0.0004888632,0.0015338929,0.0008343267],"domain_scores_gemma":[0.9902206,0.0075745657,0.0010836885,0.00016883608,0.00042517693,0.0005270994],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.004427691,0.00021049676,0.0003425337,0.0002519913,0.0051196828,0.00026098892,0.00042157763,0.00035831568,0.0003384059],"category_scores_gemma":[0.026801808,0.00025096763,0.00010660865,0.0007224894,0.0006358955,0.0006503551,0.000031399435,0.0008495649,0.000012599159],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008090141,0.00023606674,0.000729904,0.000024226718,0.00001813089,0.0000017228576,0.24317706,5.7443316e-7,0.000046616013,0.0015699419,0.70829827,0.045816567],"study_design_scores_gemma":[0.00033955913,0.000104010745,0.001597535,0.00004610402,0.0001098879,0.000002310628,0.23150408,0.00001880806,0.000011044404,0.002205784,0.7638371,0.00022380878],"about_ca_topic_score_codex":0.0015989136,"about_ca_topic_score_gemma":0.00045085303,"teacher_disagreement_score":0.20733836,"about_ca_system_score_codex":0.0010370043,"about_ca_system_score_gemma":0.0016324397,"threshold_uncertainty_score":0.9999943},"labels":[],"label_agreement":null},{"id":"W4212904988","doi":"10.1007/s12630-022-02215-2","title":"The use of social media among Canadian anesthesiology training programs: a historical cohort study","year":2022,"lang":"en","type":"letter","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Hospital for Sick Children; University of Ottawa","funders":"Hospital for Sick Children","keywords":"Anesthesiology; Training (meteorology); Social media; Cohort; Medical education; Psychology; Medicine; Computer science; Geography; World Wide Web; Internal medicine; Anesthesia","score_opus":0.10522147140388892,"score_gpt":0.2956445565692225,"score_spread":0.19042308516533357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4212904988","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.62627685,0.0008455405,2.5914275e-7,0.36118546,0.0093991645,0.002072749,0.000017696966,0.000018762616,0.00018351442],"genre_scores_gemma":[0.9152416,0.00052853744,0.0002651935,0.022311995,0.057783376,0.00091945706,0.0001752122,0.0006373306,0.0021373169],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98623514,0.004782111,0.0026339123,0.00056779693,0.0025911557,0.0031898879],"domain_scores_gemma":[0.983919,0.0048611243,0.0038333884,0.0005251734,0.0022461738,0.004615094],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.009433977,0.0007246171,0.001898132,0.0023750323,0.0073382305,0.0007824582,0.0028992083,0.0015292281,0.00064503244],"category_scores_gemma":[0.009291369,0.000669875,0.0007454315,0.0017581233,0.0019232645,0.0006386873,0.00002065941,0.00738957,0.0000059281933],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000049349997,0.000046653808,0.14416061,0.000030522602,0.00026636207,0.27767107,0.1454175,0.000011032878,2.853451e-8,0.00012691504,0.42479694,0.0074230162],"study_design_scores_gemma":[0.00029796505,0.0007746334,0.05512771,0.000084013416,0.00037054828,0.093402684,0.026337253,8.942065e-7,2.8549191e-8,0.00013266045,0.8229497,0.00052191044],"about_ca_topic_score_codex":0.914104,"about_ca_topic_score_gemma":0.98216134,"teacher_disagreement_score":0.39815277,"about_ca_system_score_codex":0.023600794,"about_ca_system_score_gemma":0.08690674,"threshold_uncertainty_score":0.999767},"labels":[],"label_agreement":null},{"id":"W4213183709","doi":"10.1186/s12889-022-12732-w","title":"Using Facebook to promote the uptake of colorectal cancer screening","year":2022,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; Cancer Care Ontario; Toronto Metropolitan University; University of Toronto; Sunnybrook Health Science Centre; Institute for Work & Health; St. Michael's Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Biostatistics; Colorectal cancer; Public health; Epidemiology; Colorectal cancer screening; Environmental health; Internal medicine; Oncology; Cancer; Colonoscopy; Pathology","score_opus":0.35051571907389195,"score_gpt":0.4767201950919242,"score_spread":0.12620447601803225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4213183709","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92563665,0.00027957547,0.00076645636,0.06450894,0.0034641924,0.0043661646,0.000032511012,0.00006467189,0.00088081614],"genre_scores_gemma":[0.979769,0.000040567083,0.012428391,0.0027402153,0.0009601051,0.0039110696,0.0000063737652,0.000025135423,0.000119148375],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971031,0.000954508,0.00039011074,0.00019926333,0.0007345584,0.0006184491],"domain_scores_gemma":[0.99862427,0.00043980585,0.00027739597,0.00014128341,0.0001397814,0.000377464],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0061072647,0.00007023404,0.00017084474,0.00010692877,0.0022178595,0.00004171989,0.0003759097,0.00003630929,0.0006654819],"category_scores_gemma":[0.002222132,0.00006588702,0.000041739262,0.0010918865,0.00011533151,0.000109943976,0.00009967155,0.00022357909,0.000004364844],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003184071,0.00015123635,0.06986805,0.00010533209,0.000018498647,2.9034837e-7,0.46609157,0.0004959037,0.000084796884,0.011998732,0.0040042745,0.4471495],"study_design_scores_gemma":[0.00012520526,0.00008868766,0.062524244,0.00001582696,0.0000029312364,6.0165536e-7,0.036461424,0.000409804,0.000008010225,0.00008165328,0.90019655,0.00008505724],"about_ca_topic_score_codex":0.06499188,"about_ca_topic_score_gemma":0.013752144,"teacher_disagreement_score":0.89619225,"about_ca_system_score_codex":0.0014324934,"about_ca_system_score_gemma":0.01268271,"threshold_uncertainty_score":0.99908113},"labels":[],"label_agreement":null},{"id":"W4213417183","doi":"10.1177/07067437221082854","title":"TikTok and Attention-Deficit/Hyperactivity Disorder: A Cross-Sectional Study of Social Media Content Quality","year":2022,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":326,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children; University of Toronto; University of British Columbia; SickKids Foundation; Centre for Addiction and Mental Health","funders":"","keywords":"Social media; Misinformation; Upload; Health care; Internet privacy; Quality (philosophy); Medicine; Psychology; Mental health; Medical education; Psychiatry; Computer science; World Wide Web","score_opus":0.13092774257410955,"score_gpt":0.4074443836425444,"score_spread":0.2765166410684349,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4213417183","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97404516,0.00034861834,0.000001774816,0.012518534,0.0124444775,0.0004092579,0.00003681562,0.0000038438166,0.00019152212],"genre_scores_gemma":[0.9984448,0.000006809091,0.000047174635,0.000081602295,0.0013423094,0.00004350569,0.0000018869783,0.000008153024,0.00002375634],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99717,0.0012283799,0.00054911076,0.000109096036,0.0007033366,0.00024012382],"domain_scores_gemma":[0.9977612,0.00090013,0.0006745375,0.000090786954,0.00030248024,0.0002708572],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0038687377,0.00007248559,0.00019523593,0.00014039397,0.0032392489,0.00006627101,0.0002965535,0.00005540986,0.00034182306],"category_scores_gemma":[0.0013201972,0.00006663165,0.00008686707,0.00032859357,0.00039194772,0.00013552509,0.000018611006,0.0004914811,0.0000012806206],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003411234,0.00015815915,0.95584863,0.000007285277,0.000032178163,6.532942e-7,0.0320359,0.0000055597807,0.0000018320534,0.011143303,0.00010915726,0.0006232519],"study_design_scores_gemma":[0.00046259217,0.00009731697,0.87821543,0.0000027582385,0.000020765927,0.0000051918605,0.11769082,4.5202532e-7,2.8044653e-8,0.0022617753,0.0011865398,0.00005630707],"about_ca_topic_score_codex":0.32878444,"about_ca_topic_score_gemma":0.92260194,"teacher_disagreement_score":0.59381753,"about_ca_system_score_codex":0.0004695565,"about_ca_system_score_gemma":0.005382105,"threshold_uncertainty_score":0.9980584},"labels":[],"label_agreement":null},{"id":"W4214594445","doi":"10.15766/mep_2374-8265.9002","title":"Surgery 101 Podcast: Episodes 31–40","year":2011,"lang":"en","type":"article","venue":"MedEdPORTAL","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; White (mutation); Library science; General surgery; Computer science","score_opus":0.27334949303961453,"score_gpt":0.3930835816617764,"score_spread":0.1197340886221619,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4214594445","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88280076,0.00018640266,0.000011874914,0.0013716886,0.010421583,0.00045296783,0.0000030250962,0.00016409931,0.10458762],"genre_scores_gemma":[0.99586546,0.00009273981,0.00054486323,0.0002460282,0.001963463,0.00027830515,0.000010449792,0.00001739102,0.0009812921],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99835205,0.0001749117,0.00031264505,0.00021911901,0.0004351893,0.0005060838],"domain_scores_gemma":[0.99824715,0.0009953477,0.0001580249,0.00018171746,0.00010791852,0.0003098389],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013166022,0.00010171109,0.00019515434,0.00010720339,0.0004428429,0.00002517217,0.00018717215,0.0001450723,0.003097877],"category_scores_gemma":[0.0035113527,0.000107914064,0.00009072427,0.00039792343,0.00031702293,0.00023297803,0.000018141796,0.00013841853,0.00058379053],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022539403,0.00019532052,0.77510065,0.000029100593,0.000018489363,0.000034367247,0.11469975,4.4300407e-8,0.00001393495,0.011219298,0.030277835,0.068388656],"study_design_scores_gemma":[0.00009992374,0.000028799084,0.7654159,0.000036740345,0.000024741996,0.0000037157838,0.016701039,0.0000018520611,0.00034447646,0.0051058554,0.21191229,0.00032468367],"about_ca_topic_score_codex":0.02012948,"about_ca_topic_score_gemma":0.006013581,"teacher_disagreement_score":0.18163446,"about_ca_system_score_codex":0.00013285296,"about_ca_system_score_gemma":0.0009015014,"threshold_uncertainty_score":0.9978134},"labels":[],"label_agreement":null},{"id":"W4214616193","doi":"10.2196/30320","title":"Segmenting Clinicians’ Usage Patterns of a Digital Health Tool in Resource-Limited Settings: Clickstream Data Analysis and Survey Study","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Clickstream; Demographics; Usage data; Computer science; Resource (disambiguation); SAFER; Medicine; World Wide Web; The Internet; Demography; Web server","score_opus":0.3156729795437003,"score_gpt":0.5482356535710978,"score_spread":0.2325626740273975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4214616193","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99430996,0.00005073975,0.00001664979,0.0019212683,0.00014410564,0.0025253873,0.0007868512,0.00001972353,0.00022533994],"genre_scores_gemma":[0.99854857,0.0000482966,0.000022925711,0.00006339248,0.00007852035,0.0006513362,0.0005463705,0.00001059773,0.000030012268],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98778987,0.008348187,0.0008701758,0.00044219953,0.0018068642,0.00074268377],"domain_scores_gemma":[0.9897306,0.00898216,0.0004061328,0.00051995844,0.00021848823,0.00014268358],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.034215096,0.00009618002,0.00038883393,0.00095782784,0.0012811429,0.00014662214,0.0007505284,0.000048367387,0.000081333426],"category_scores_gemma":[0.0068053016,0.00010461573,0.000038550643,0.004906498,0.00021991844,0.00064150774,0.0010203107,0.000753097,0.0000029384412],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003220081,0.0005003951,0.72581047,0.00004203259,0.00004630098,9.0143766e-7,0.24572493,0.000002307606,1.6993017e-7,0.000013602386,0.00036173177,0.027464975],"study_design_scores_gemma":[0.00026450626,0.00028550957,0.68759733,0.000018057366,0.0000060734433,7.87709e-8,0.30986878,0.00018386614,3.5385182e-7,0.000026376565,0.0016883594,0.000060716604],"about_ca_topic_score_codex":0.04132705,"about_ca_topic_score_gemma":0.030871155,"teacher_disagreement_score":0.06414386,"about_ca_system_score_codex":0.0006031186,"about_ca_system_score_gemma":0.00082944875,"threshold_uncertainty_score":0.9944788},"labels":[],"label_agreement":null},{"id":"W4214709350","doi":"10.21203/rs.3.rs-29632/v1","title":"Insights on mental health when living with r/Rheumatoid r/Thritis: A descriptive qualitative study of Reddit threads","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Arthritis Research Centre of Canada; University of British Columbia","funders":"","keywords":"Mental health; Descriptive research; Qualitative research; Psychology; Descriptive statistics; Sociology; Medicine; Psychiatry; Social science; Mathematics; Statistics","score_opus":0.3403066424080842,"score_gpt":0.5355343254284363,"score_spread":0.19522768302035204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4214709350","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96256363,0.0023462726,0.000020532283,0.015724592,0.0018341173,0.0140324,0.00013549987,0.00014797461,0.0031949934],"genre_scores_gemma":[0.9927137,0.0019293762,0.00045809103,0.00006559741,0.0006731176,0.003987747,0.00006502071,0.00006222258,0.00004512785],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.97972625,0.0131581705,0.00075745623,0.0009974907,0.004420487,0.0009401406],"domain_scores_gemma":[0.98938847,0.007271037,0.00059732824,0.0005606772,0.0014461026,0.000736388],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0058581373,0.0003134867,0.0008399003,0.0005811235,0.0016306795,0.00017973663,0.0008293937,0.0003240713,0.00013288317],"category_scores_gemma":[0.009484048,0.00030000432,0.00009402511,0.0012765386,0.00089684996,0.00020802292,0.0005497507,0.0023455943,0.000043128835],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014327563,0.0011727585,0.0023598038,0.00068857835,0.00009830048,0.000004898893,0.9838559,0.0000035052965,0.0000025108154,0.0055565084,0.0032490955,0.0028648814],"study_design_scores_gemma":[0.00043701567,0.004053282,0.010177804,0.006026743,0.0000055142154,1.8186464e-7,0.97111523,0.000008474176,0.0000073694396,0.006557985,0.0013631512,0.00024722295],"about_ca_topic_score_codex":0.14543223,"about_ca_topic_score_gemma":0.058479168,"teacher_disagreement_score":0.08695306,"about_ca_system_score_codex":0.0033799384,"about_ca_system_score_gemma":0.008109148,"threshold_uncertainty_score":0.999956},"labels":[],"label_agreement":null},{"id":"W4214756072","doi":"10.15766/mep_2374-8265.9653","title":"Surgery 101 Podcast: Episodes 111–120","year":2013,"lang":"en","type":"article","venue":"MedEdPORTAL","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"White (mutation); Medicine; Library science; Psychology; Dentistry; Medical education; Computer science","score_opus":0.1304206445477524,"score_gpt":0.3843762873893166,"score_spread":0.25395564284156424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4214756072","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9473601,0.00020076869,0.0000123455575,0.011369893,0.009172464,0.00083557435,0.0000022570991,0.00017519803,0.030871376],"genre_scores_gemma":[0.9940111,0.00009776824,0.0003934584,0.00047314298,0.0028468121,0.0007906833,0.000015968444,0.00001942603,0.001351638],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99812675,0.00021676047,0.0003338186,0.00022554913,0.00053390523,0.00056321477],"domain_scores_gemma":[0.9972823,0.0018474056,0.0001544285,0.00018315951,0.00016731414,0.00036536896],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00095852773,0.00010818107,0.00020838607,0.00010353048,0.0004901585,0.000085178894,0.00018058097,0.00014391128,0.0077848947],"category_scores_gemma":[0.0042441236,0.00011170548,0.000089571506,0.0004184262,0.00028504865,0.0003812275,0.000019181392,0.0001498531,0.0022215853],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000046681284,0.00013746812,0.70788395,0.0000368445,0.000017444721,0.000010618327,0.0327635,3.8763008e-7,0.00006810273,0.004804268,0.12369354,0.1305792],"study_design_scores_gemma":[0.00011733454,0.000028105413,0.6369394,0.000043643042,0.000017900667,0.0000034326522,0.016680567,0.000009542263,0.0002137541,0.0055466755,0.34000885,0.00039076692],"about_ca_topic_score_codex":0.03737244,"about_ca_topic_score_gemma":0.004366882,"teacher_disagreement_score":0.2163153,"about_ca_system_score_codex":0.00015169586,"about_ca_system_score_gemma":0.0006934063,"threshold_uncertainty_score":0.9985553},"labels":[],"label_agreement":null},{"id":"W4214936786","doi":"10.1016/j.nedt.2022.105322","title":"Digital professionalism on social media: The opinions of undergraduate nursing students","year":2022,"lang":"en","type":"article","venue":"Nurse Education Today","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"University of Edinburgh; Florence Nightingale Foundation","keywords":"Bachelor; Social media; Nursing; Psychology; Nurse education; Descriptive statistics; Medical education; Medicine; Political science","score_opus":0.12153886082123863,"score_gpt":0.4772342452113231,"score_spread":0.3556953843900845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4214936786","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48562405,0.00020749868,0.000005222785,0.42695695,0.0602081,0.0019194346,0.000067699184,0.000083280625,0.024927773],"genre_scores_gemma":[0.99493563,0.000013576655,0.000020590358,0.00042564987,0.0019644918,0.0012686596,0.00012341958,0.000015949476,0.001232023],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99732697,0.00065804616,0.00028347285,0.00019212448,0.0012773209,0.0002620606],"domain_scores_gemma":[0.99737436,0.0019183311,0.00027866106,0.00016924855,0.00017152517,0.00008786946],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007676902,0.00009033899,0.00012507486,0.00011153216,0.0024614332,0.000059731152,0.00050917745,0.0000623827,0.00030564575],"category_scores_gemma":[0.0017937461,0.00008233471,0.00006495543,0.0006604676,0.0003768596,0.00016092169,0.00002682822,0.00032366463,0.000032000313],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028476077,0.0024118978,0.00648878,0.000010007336,0.000014305023,1.075011e-7,0.340345,0.000004398369,0.00000613523,0.34963197,0.09140508,0.20965385],"study_design_scores_gemma":[0.00032591826,0.00005504553,0.21372063,0.00010659857,0.000030367111,7.8536965e-7,0.45264918,0.0000019867541,0.000021489497,0.06310056,0.2697798,0.00020762905],"about_ca_topic_score_codex":0.00022416345,"about_ca_topic_score_gemma":0.000039407438,"teacher_disagreement_score":0.5093116,"about_ca_system_score_codex":0.0008026811,"about_ca_system_score_gemma":0.0027350634,"threshold_uncertainty_score":0.99883723},"labels":[],"label_agreement":null},{"id":"W4220699243","doi":"10.2196/31135","title":"Examining the Influence on Perceptions of Endometriosis via Analysis of Social Media Posts: Cross-sectional Study","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Social media; Perception; Psychology; Influencer marketing; Advertising; World Wide Web; Internet privacy; Medicine; Computer science; Business; Marketing","score_opus":0.253633985702243,"score_gpt":0.547026661964398,"score_spread":0.293392676262155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220699243","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9966904,0.000011828282,0.0000040112186,0.0003491746,0.00050724053,0.0012352004,0.00009098364,0.0000142599865,0.0010968874],"genre_scores_gemma":[0.9974382,0.000012335312,0.000007770384,0.000018007431,0.00018091823,0.0023011023,0.000019358906,0.0000065259946,0.000015816833],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9923778,0.0033180416,0.00052624557,0.00018836885,0.003203264,0.00038626412],"domain_scores_gemma":[0.97804284,0.020302003,0.00029150257,0.00018889326,0.0010906787,0.00008406629],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009712266,0.00007275734,0.00024128312,0.0014466149,0.0034732989,0.00004900409,0.0006081235,0.00005997273,0.0013307539],"category_scores_gemma":[0.008859273,0.00006369753,0.00011440564,0.009450887,0.0010533989,0.00026116797,0.00020214735,0.00070056296,0.000013538656],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004052707,0.00039433409,0.5066655,0.0000075589624,0.000105136474,1.290888e-7,0.49008214,0.00009082415,0.00005399317,0.0010009122,0.0000464262,0.001512482],"study_design_scores_gemma":[0.00013982743,0.00027637213,0.7327088,0.0000018784942,0.000018625598,5.7258234e-8,0.26648688,0.00002630513,0.000006406319,0.00011937764,0.00017825142,0.000037197053],"about_ca_topic_score_codex":0.0045541045,"about_ca_topic_score_gemma":0.0012969769,"teacher_disagreement_score":0.22604328,"about_ca_system_score_codex":0.0009908576,"about_ca_system_score_gemma":0.0005707831,"threshold_uncertainty_score":0.9995822},"labels":[],"label_agreement":null},{"id":"W4220732997","doi":"10.2196/36218","title":"Investigating Turf Burn–Related Videos on TikTok: Cross-sectional Study","year":2022,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Athletes; Medicine; Social media; Misinformation; Football; Health care; Burn injury; Physical therapy; Surgery; Computer security","score_opus":0.10573222153523892,"score_gpt":0.44762862017421445,"score_spread":0.34189639863897553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220732997","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98101276,0.000041435884,9.3797973e-7,0.004923548,0.0075445287,0.0019162488,0.000004731264,0.00019501452,0.004360816],"genre_scores_gemma":[0.99456805,0.0000023173782,0.000039505616,0.0010106501,0.00040131353,0.0037542142,0.000016823902,0.00001728278,0.00018982902],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966669,0.0014521723,0.0004638403,0.0003348138,0.0006381529,0.00044412937],"domain_scores_gemma":[0.9975671,0.0017297285,0.0002443823,0.00017861529,0.00010229266,0.00017784906],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008503618,0.000110611196,0.00019444132,0.00016726836,0.002520365,0.00005716864,0.000327756,0.00015097982,0.00111203],"category_scores_gemma":[0.0019204976,0.00013160896,0.00005084164,0.0007020795,0.00034849942,0.00011754496,0.000093147515,0.00062931865,0.0001965272],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008244662,0.00019728819,0.93455666,0.000008289623,0.000013059929,0.000013646456,0.056915138,0.00007410104,0.00001254318,0.006555376,0.0012964467,0.00034921448],"study_design_scores_gemma":[0.0004964109,0.00013021407,0.944969,0.0000033866916,0.0000053552894,0.000035944988,0.016004048,0.00006824911,0.000011916471,0.0038646574,0.034255147,0.00015568925],"about_ca_topic_score_codex":0.002804075,"about_ca_topic_score_gemma":0.00043448136,"teacher_disagreement_score":0.040911093,"about_ca_system_score_codex":0.0006824561,"about_ca_system_score_gemma":0.00078968285,"threshold_uncertainty_score":0.9998011},"labels":[],"label_agreement":null},{"id":"W4220747402","doi":"10.2196/31388","title":"Twitter Conversations About Pancreatic Cancer by Health Care Providers and the General Public: Thematic Analysis","year":2022,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Pancreatic cancer; Public health; Health care; Thematic analysis; Social media; Medicine; Odds; Family medicine; Cancer; Psychology; Nursing; Logistic regression; World Wide Web; Sociology; Political science; Qualitative research; Internal medicine; Computer science","score_opus":0.06483709303625515,"score_gpt":0.4234109821512204,"score_spread":0.35857388911496524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220747402","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6583952,0.019086907,0.00003282795,0.3143871,0.0022422376,0.0046269875,0.00013524777,0.00008217716,0.0010113377],"genre_scores_gemma":[0.9572425,0.0015498586,0.000059136517,0.008823727,0.00061403675,0.03068399,0.00004037967,0.000016118844,0.00097027636],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99767625,0.000864416,0.0002645627,0.00024903961,0.00055264035,0.00039307596],"domain_scores_gemma":[0.99862707,0.00062069856,0.00027059982,0.00018687398,0.00012173873,0.00017299484],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00071451446,0.00010114233,0.00027561272,0.000110024084,0.0020599114,0.000113904774,0.0002165394,0.000039410425,0.0016733361],"category_scores_gemma":[0.00021566669,0.000081274426,0.00008385764,0.0012141857,0.0004161654,0.00014301603,0.00004387085,0.00020448491,0.0000022730042],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023746898,0.000036732137,0.14549077,0.00011613716,0.00030326942,1.602938e-7,0.7653664,0.00007058334,0.0000020051446,0.0040168394,0.068545476,0.01602792],"study_design_scores_gemma":[0.0013408506,0.000043146087,0.0502323,0.00002866315,0.0004871772,2.5971937e-7,0.33401698,0.0006060906,0.0000025737895,0.00048909825,0.6124275,0.0003253797],"about_ca_topic_score_codex":0.18461284,"about_ca_topic_score_gemma":0.041268755,"teacher_disagreement_score":0.543882,"about_ca_system_score_codex":0.0017020806,"about_ca_system_score_gemma":0.00218919,"threshold_uncertainty_score":0.99923927},"labels":[],"label_agreement":null},{"id":"W4220762044","doi":"10.1200/op.21.00761","title":"Social Media and Professional Development for Oncology Professionals.","year":2022,"lang":"en","type":"article","venue":"PubMed","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"National Cancer Institute","keywords":"Social media; Professional development; Promotion (chess); Public relations; Health professionals; Government (linguistics); Health care; Professional association; Medical education; Medicine; Political science","score_opus":0.21139405263989874,"score_gpt":0.4466101413822921,"score_spread":0.23521608874239336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220762044","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8284215,0.00029747546,0.0000070936576,0.12769929,0.032919552,0.0077626416,0.000017983337,0.00010864963,0.0027658592],"genre_scores_gemma":[0.8429705,0.0000075020853,0.0005711277,0.0009196729,0.0019648944,0.15248017,0.00003538952,0.00001213156,0.0010386119],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99827,0.00045507262,0.00020381947,0.00018205552,0.00045527157,0.00043382603],"domain_scores_gemma":[0.99675137,0.0028311245,0.0001292321,0.000035270466,0.00008585714,0.00016714737],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002555081,0.000059235477,0.00012658787,0.00006837861,0.0029168595,0.00001184884,0.00014361097,0.00008657318,0.00011729398],"category_scores_gemma":[0.0027840598,0.00006246208,0.000021649152,0.00020071169,0.00014403618,0.00006741418,0.000097888806,0.00017836998,0.0000019146653],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052636366,0.00022503317,0.004149,0.000023391443,0.0000083747655,4.2554814e-7,0.2178571,6.118501e-8,7.446452e-7,0.017465442,0.02796056,0.73225725],"study_design_scores_gemma":[0.00025117057,0.0000054171446,0.27190697,0.0000011099274,0.0000039677243,2.295448e-7,0.01781209,4.611468e-7,0.0000047924805,0.0026902524,0.70725876,0.000064798645],"about_ca_topic_score_codex":0.00006347449,"about_ca_topic_score_gemma":0.0004730784,"teacher_disagreement_score":0.73219246,"about_ca_system_score_codex":0.0008056966,"about_ca_system_score_gemma":0.0018551976,"threshold_uncertainty_score":0.9983812},"labels":[],"label_agreement":null},{"id":"W4220765603","doi":"10.1186/s12968-021-00837-x","title":"Social media to enhance engagement and science dissemination during in-person and virtual medical conferences: the SCMR 2020 and 2021 experiences: a report of the SCMR social media task force","year":2022,"lang":"en","type":"review","venue":"Journal of Cardiovascular Magnetic Resonance","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Social media; Dissemination; Public relations; Pandemic; Coronavirus disease 2019 (COVID-19); Social distance; Medicine; Medical education; Engineering ethics; Political science; Disease; Engineering; Pathology; Infectious disease (medical specialty)","score_opus":0.06434131220507561,"score_gpt":0.38417717516771116,"score_spread":0.31983586296263555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220765603","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09533097,0.899979,0.0000054167144,0.0010114505,0.0023129338,0.0011885734,0.0000066796615,0.0000041378753,0.00016083996],"genre_scores_gemma":[0.06839473,0.92915756,0.0000654521,0.000019335574,0.0018298154,0.00049544283,0.0000014168236,0.000018768827,0.000017500908],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9912837,0.0021978023,0.0011781541,0.0005579436,0.0042940336,0.00048836134],"domain_scores_gemma":[0.99410903,0.00395684,0.0010049917,0.0002946996,0.0003414613,0.0002929484],"candidate_categories":["metaresearch","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.013933638,0.0002851221,0.0013730697,0.00023562365,0.0015538073,0.00015465262,0.0009914776,0.0002435342,0.0000994086],"category_scores_gemma":[0.027922884,0.000199925,0.00042130295,0.0016992493,0.002774656,0.00025452187,0.00034443397,0.0009980026,3.1689822e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009413254,0.000018382429,0.00004846839,0.00041547473,0.000035877452,0.00004315542,0.19647396,1.3311733e-7,0.0000013028905,0.00020631622,0.0000527254,0.8026948],"study_design_scores_gemma":[0.00032233534,0.000094231844,0.012411338,0.0037420066,0.00048569503,0.0002408747,0.13634974,0.0000036307301,0.000006658568,0.00010321815,0.84589106,0.00034923392],"about_ca_topic_score_codex":0.00019920753,"about_ca_topic_score_gemma":0.0003781434,"teacher_disagreement_score":0.8458383,"about_ca_system_score_codex":0.00045662044,"about_ca_system_score_gemma":0.004024164,"threshold_uncertainty_score":0.9999392},"labels":[],"label_agreement":null},{"id":"W4220841160","doi":"10.2196/33934","title":"Leveraging Machine Learning to Understand How Emotions Influence Equity Related Education: Quasi-Experimental Study","year":2022,"lang":"en","type":"article","venue":"JMIR Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Western University","funders":"Academic Medical Organization of Southwestern Ontario","keywords":"Sentiment analysis; Population; Social media; Psychology; Equity (law); Computer science; Social psychology; Artificial intelligence; Political science; Medicine; World Wide Web","score_opus":0.08095600913243678,"score_gpt":0.4631642513418503,"score_spread":0.3822082422094135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220841160","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9171247,0.00029164462,0.000029047944,0.06820929,0.008889176,0.0028786142,0.0000013699113,0.00017141763,0.0024047357],"genre_scores_gemma":[0.9919921,0.000017417502,0.000117962794,0.0018476668,0.0009114217,0.0038145743,0.000055754066,0.00002423707,0.0012188724],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99537593,0.0014731514,0.00038006317,0.000452318,0.0018736265,0.00044488817],"domain_scores_gemma":[0.99796355,0.0005544698,0.00021365324,0.00024875015,0.00021906708,0.0008005275],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0023976532,0.00015065107,0.00019359756,0.00027205757,0.002970467,0.00013353885,0.00050306175,0.000110756155,0.0030015518],"category_scores_gemma":[0.007400351,0.00018341462,0.000049672577,0.0015418599,0.00017292025,0.0003237744,0.00022015042,0.00083356403,0.0000515135],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030711253,0.012663352,0.061470244,0.00002744617,0.00001970886,0.0000013636683,0.8653439,0.00004531682,0.000023032075,0.006887588,0.006230317,0.04725697],"study_design_scores_gemma":[0.00034879832,0.0008857787,0.046354223,0.00004822961,0.000017721828,0.0000054156308,0.87227505,0.00008711742,0.0000047602493,0.0010264463,0.07868143,0.00026504646],"about_ca_topic_score_codex":0.007976343,"about_ca_topic_score_gemma":0.0006857019,"teacher_disagreement_score":0.07486739,"about_ca_system_score_codex":0.003058972,"about_ca_system_score_gemma":0.0126187345,"threshold_uncertainty_score":0.9986296},"labels":[],"label_agreement":null},{"id":"W4220962629","doi":"10.2196/29891","title":"Social Media for ImpLementing Evidence (SMILE): Conceptual Framework","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Social media; Popularity; Knowledge translation; Context (archaeology); Conceptual framework; Knowledge management; Public relations; Health care; Process (computing); Psychology; Computer science; Sociology; Social psychology; Political science; World Wide Web","score_opus":0.47183760931308094,"score_gpt":0.6080554840900952,"score_spread":0.1362178747770143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220962629","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9431147,0.0006590372,0.00053829333,0.03520238,0.0065490697,0.008162577,0.0001436395,0.00019157132,0.005438748],"genre_scores_gemma":[0.9789317,0.00005588265,0.00045227096,0.00014638585,0.00294339,0.017362319,0.000025654934,0.000018595112,0.00006379828],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99351895,0.0023306555,0.00037446458,0.0002578164,0.0022193284,0.0012987641],"domain_scores_gemma":[0.969375,0.029378995,0.00017836632,0.00014150662,0.0007132013,0.00021292227],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.011553626,0.00009503128,0.00018659611,0.00023545192,0.009071206,0.0001140333,0.0006805024,0.00010798268,0.0016790979],"category_scores_gemma":[0.016398685,0.000108769316,0.00008954014,0.0014393793,0.0009378495,0.00056016806,0.00035787665,0.0010179186,0.000057739584],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044884997,0.000058894333,0.0011579429,0.0000368127,0.000007552486,3.669162e-7,0.77407825,3.2479852e-7,0.000009150016,0.17312005,0.027176902,0.024308836],"study_design_scores_gemma":[0.00020643043,0.00016435617,0.005094524,0.00003588793,0.000003173773,1.8985061e-7,0.5732969,0.00002357599,0.000031130934,0.029540086,0.39147216,0.00013156152],"about_ca_topic_score_codex":0.0007976426,"about_ca_topic_score_gemma":0.0004204827,"teacher_disagreement_score":0.36429527,"about_ca_system_score_codex":0.0015186532,"about_ca_system_score_gemma":0.0017079229,"threshold_uncertainty_score":0.9992335},"labels":[],"label_agreement":null},{"id":"W4221113459","doi":"10.1016/j.annemergmed.2022.02.016","title":"Identifying Social Media Competencies for Health Professionals: An International Modified Delphi Study to Determine Consensus for Curricular Design","year":2022,"lang":"en","type":"article","venue":"Annals of Emergency Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; University of Saskatchewan; McMaster University","funders":"Türkiye Bilimsel ve Teknolojik Araştırma Kurumu; Physicians' Services Incorporated Foundation","keywords":"Inclusion (mineral); Delphi method; Medicine; Curriculum; Social media; Medical education; Delphi; Health care; Health professionals; Nursing; Psychology; Pedagogy; Social psychology","score_opus":0.6803165635240168,"score_gpt":0.5895935908848857,"score_spread":0.0907229726391311,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4221113459","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8515852,0.0006234008,0.004071038,0.101062715,0.032843325,0.0095071355,0.0001631253,0.00007418134,0.00006988405],"genre_scores_gemma":[0.98614407,0.00014812646,0.00249658,0.001242643,0.003970205,0.0057719722,0.00012036004,0.00003016412,0.000075872566],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.995865,0.0010512149,0.0010405169,0.00037086417,0.0011612227,0.00051121786],"domain_scores_gemma":[0.9949076,0.0028073392,0.00063013996,0.00016699932,0.0011727143,0.00031519568],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0077656964,0.00015231555,0.0004481732,0.0002936459,0.0016859694,0.000005507456,0.00057177676,0.000044629473,0.0005325025],"category_scores_gemma":[0.013402051,0.00015366368,0.00010581106,0.0006013052,0.00011922301,0.000120500095,0.00007355402,0.00013582944,9.163991e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005423468,0.0019315162,0.004383935,0.00016632344,0.00011880134,0.0000011752695,0.8718864,0.0001036174,0.00021839778,0.008084766,0.09898221,0.013580549],"study_design_scores_gemma":[0.003076846,0.0056400765,0.04240257,0.00018633202,0.00012993657,9.25024e-7,0.85453683,0.0013897762,0.000101042366,0.015085016,0.07678981,0.00066083996],"about_ca_topic_score_codex":0.0023370876,"about_ca_topic_score_gemma":0.0015530279,"teacher_disagreement_score":0.13455889,"about_ca_system_score_codex":0.00014518587,"about_ca_system_score_gemma":0.00079460035,"threshold_uncertainty_score":0.9996137},"labels":[],"label_agreement":null},{"id":"W4223549133","doi":"10.1016/j.annemergmed.2022.02.008","title":"Gender Distribution of Emergency Medicine Podcast Speakers","year":2022,"lang":"en","type":"article","venue":"Annals of Emergency Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact; McMaster University","funders":"Centers for Disease Control and Prevention; Society for Academic Emergency Medicine","keywords":"Medicine; Confidence interval; Odds ratio; Demography; Family medicine; Internal medicine","score_opus":0.42755583868479874,"score_gpt":0.5126122775148908,"score_spread":0.08505643883009206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4223549133","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7631382,0.01224018,0.00017705883,0.09134889,0.08575311,0.0018246986,0.00013389913,0.00009227086,0.045291718],"genre_scores_gemma":[0.9822125,0.012546016,0.000013850065,0.00012898941,0.0038265642,0.00022351243,0.00022847361,0.000021606758,0.00079848105],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9954424,0.0006317501,0.0014633235,0.00031073726,0.0016300105,0.0005218021],"domain_scores_gemma":[0.99709076,0.00041956597,0.0009470025,0.00034468714,0.0008887739,0.00030918926],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0037522516,0.0001746525,0.0004886287,0.00019922802,0.0005835093,4.3989104e-7,0.00047615782,0.00008779921,0.053475223],"category_scores_gemma":[0.009103897,0.00016785087,0.00013766946,0.0019866438,0.0004386855,0.00013231253,0.000071754344,0.00026088735,0.000009414774],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010665665,0.0004167102,0.099010706,0.00032945967,0.000119578304,0.000001597131,0.12836295,0.000025769994,0.0009544344,0.03625621,0.72898805,0.0054278737],"study_design_scores_gemma":[0.0005213538,0.0010142413,0.19602892,0.00009267554,0.00012485906,5.2060426e-7,0.07335879,0.000019802092,0.00013017078,0.01149682,0.7169231,0.0002887135],"about_ca_topic_score_codex":0.020410983,"about_ca_topic_score_gemma":0.00055124646,"teacher_disagreement_score":0.21907434,"about_ca_system_score_codex":0.000102734746,"about_ca_system_score_gemma":0.00036993902,"threshold_uncertainty_score":0.99924284},"labels":[],"label_agreement":null},{"id":"W4223913840","doi":"10.4300/jgme-d-22-00112.1","title":"Capturing and Articulating Visual Media as Scholarship","year":2022,"lang":"en","type":"article","venue":"Journal of Graduate Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Scholarship; Infographic; Accreditation; Promotion (chess); Social media; Scholarly communication; Computer science; Public relations; Sociology; Medical education; Medicine; World Wide Web; Political science; Publishing; Politics","score_opus":0.13631480121209094,"score_gpt":0.4595609127830508,"score_spread":0.32324611157095984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4223913840","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93673694,0.0006811985,0.000012273667,0.051606476,0.010365202,0.00019709923,2.4204442e-7,0.000013337452,0.00038723333],"genre_scores_gemma":[0.99504685,0.00022528775,0.00040374137,0.0011281621,0.003101134,0.000061782484,0.000002454906,0.000010141408,0.000020430985],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99645275,0.0007966749,0.0004872131,0.00011054704,0.0019139858,0.0002388084],"domain_scores_gemma":[0.997028,0.0014709467,0.00046892642,0.00005794837,0.00030998563,0.0006641791],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.005289084,0.000068721805,0.00016016467,0.00019012425,0.0008431831,0.000055813227,0.00017650523,0.00006779954,0.0005861173],"category_scores_gemma":[0.045348223,0.00006954714,0.000046524434,0.00041147036,0.0001749948,0.00029763562,0.000044580935,0.0007740658,0.0000065733157],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000058956666,0.0007362618,0.08382455,0.0000534892,0.00003081657,0.000019313991,0.25398323,0.0000075116745,0.00007067819,0.012128666,0.0022800947,0.6468064],"study_design_scores_gemma":[0.0013184579,0.000533079,0.5460859,0.00044498948,0.00015066899,0.00039731333,0.29586253,0.00020341775,0.00012156444,0.0659999,0.08838315,0.0004990086],"about_ca_topic_score_codex":0.0011807268,"about_ca_topic_score_gemma":0.00014014864,"teacher_disagreement_score":0.6463074,"about_ca_system_score_codex":0.00048170195,"about_ca_system_score_gemma":0.0061289137,"threshold_uncertainty_score":0.9995054},"labels":[],"label_agreement":null},{"id":"W4223918817","doi":"10.1200/op.21.00761","title":"Social Media and Professional Development for Oncology Professionals","year":2022,"lang":"en","type":"review","venue":"JCO Oncology Practice","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"National Cancer Institute","keywords":"Social media; Promotion (chess); Professional development; Health professionals; Government (linguistics); Public relations; Health care; Medical education; Professional association; Medicine; Political science","score_opus":0.5188442039961055,"score_gpt":0.6434764785622016,"score_spread":0.12463227456609605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4223918817","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000010218133,0.9038292,0.0000039974725,0.03779345,0.0401315,0.007906708,0.000029479022,0.0001004658,0.010194948],"genre_scores_gemma":[0.0000012233045,0.95191056,0.006576489,0.0015738877,0.005722874,0.032774888,0.00029758248,0.00006015471,0.0010823667],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9888148,0.007872874,0.0011000371,0.00066368876,0.0007833094,0.0007653319],"domain_scores_gemma":[0.86856526,0.1285569,0.0021111858,0.00014168452,0.00032150964,0.00030346622],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.010193651,0.00033794396,0.0016464867,0.0002632606,0.0039240643,0.000035605528,0.000520461,0.0016637236,0.0008509064],"category_scores_gemma":[0.06376879,0.00032426976,0.00017757078,0.00054765644,0.00051151065,0.00034929023,0.00031701708,0.0016852098,0.0000661616],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000056073834,0.000689327,0.0000022944828,0.0018297252,0.00009340571,0.000009230554,0.08082314,2.8991782e-9,1.09638165e-8,0.008789485,0.033294473,0.87441283],"study_design_scores_gemma":[0.00036405286,0.000119151424,0.000018015107,0.0003680291,0.0005380206,0.000020261958,0.02508167,8.479768e-8,2.52798e-8,0.0004077189,0.9727731,0.00030988036],"about_ca_topic_score_codex":0.00013291613,"about_ca_topic_score_gemma":0.00083323586,"teacher_disagreement_score":0.93947864,"about_ca_system_score_codex":0.005452538,"about_ca_system_score_gemma":0.049568158,"threshold_uncertainty_score":0.99992096},"labels":[],"label_agreement":null},{"id":"W4224257789","doi":"10.1109/iciptm54933.2022.9754157","title":"Deep learning Based Patient-Friendly Clinical Expert Recommendation Framework","year":2022,"lang":"en","type":"article","venue":"2022 2nd International Conference on Innovative Practices in Technology and Management (ICIPTM)","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Algonquin College","funders":"","keywords":"Computer science; Recommender system; The Internet; Service (business); Deep learning; Artificial intelligence; Quality (philosophy); Similarity (geometry); Big data; Test (biology); Service quality; World Wide Web; Information retrieval; Machine learning; Data mining","score_opus":0.18052023103211917,"score_gpt":0.49241401141372293,"score_spread":0.31189378038160376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224257789","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3553342,0.00028378773,0.011281597,0.33222124,0.022695135,0.0039721807,0.000018563736,0.00053351076,0.2736598],"genre_scores_gemma":[0.9885697,0.0015479713,0.004263194,0.002572518,0.00018311008,0.0025900025,0.000073624324,0.000013487424,0.00018644112],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971779,0.0009584489,0.0005613284,0.0005033857,0.0005040589,0.00029489273],"domain_scores_gemma":[0.9968448,0.0015588823,0.0010545168,0.00016337863,0.00033346252,0.000044960696],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0023574834,0.00013782251,0.00018236772,0.0010901864,0.0008350536,0.00007564757,0.0004907356,0.00017914468,0.003597725],"category_scores_gemma":[0.00843671,0.0001652483,0.000024199631,0.002063426,0.00036062123,0.00040346236,0.00035773386,0.001456524,0.000015715823],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013326295,0.00031402576,0.03134119,0.000007680013,0.0000427691,0.0000060341645,0.00459696,0.000018144456,0.0000043217024,0.66690177,0.0005100557,0.2961238],"study_design_scores_gemma":[0.0005893025,0.00070498127,0.0060162023,0.00006498977,0.000010818847,8.656623e-7,0.13865305,0.003076155,0.000019070585,0.034682613,0.81591433,0.00026762512],"about_ca_topic_score_codex":0.00030664526,"about_ca_topic_score_gemma":0.00017972082,"teacher_disagreement_score":0.8154043,"about_ca_system_score_codex":0.00044615616,"about_ca_system_score_gemma":0.00015752683,"threshold_uncertainty_score":0.99991566},"labels":[],"label_agreement":null},{"id":"W4224305720","doi":"10.2196/30885","title":"US Black Maternal Health Advocacy Topics and Trends on Twitter: Temporal Infoveillance Study","year":2022,"lang":"en","type":"article","venue":"JMIR Infodemiology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Social media; Public health; Influencer marketing; Context (archaeology); Health care; Pandemic; Medicine; Public relations; Political science; Nursing; Coronavirus disease 2019 (COVID-19); Geography; Disease; Business; Infectious disease (medical specialty)","score_opus":0.11493774419351475,"score_gpt":0.4611991327426846,"score_spread":0.3462613885491698,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224305720","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9672005,0.00006190625,0.000002130177,0.026580162,0.0026780802,0.0009870072,0.0000052432356,0.00008213577,0.002402808],"genre_scores_gemma":[0.99100083,0.000049843507,0.00012470069,0.0064996714,0.00075909705,0.0011863814,0.0000088739735,0.0000094190045,0.00036117758],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973409,0.0012109336,0.00041927648,0.00027825736,0.0002906608,0.000459937],"domain_scores_gemma":[0.9987232,0.00055858295,0.00028926315,0.00019767172,0.000035638026,0.00019566435],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014413928,0.00011533292,0.00029760605,0.00014370077,0.00074938283,0.00002037575,0.00024903877,0.00008297261,0.00022361375],"category_scores_gemma":[0.00040761748,0.00012210092,0.00003129851,0.00030888643,0.00024281851,0.000059703034,0.00013768564,0.0004115015,0.000014463393],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003893658,0.00010589572,0.89495975,0.00000990228,0.0000051536276,0.000001935336,0.08434096,0.000038757167,2.1022619e-7,0.0017406307,0.0031399499,0.015617898],"study_design_scores_gemma":[0.00032685438,0.0007245903,0.8254814,0.0000032731102,0.000001737145,0.0000014793621,0.011495978,0.00002917153,1.2511225e-7,0.0005444671,0.16129732,0.00009361598],"about_ca_topic_score_codex":0.015273199,"about_ca_topic_score_gemma":0.0017222597,"teacher_disagreement_score":0.15815736,"about_ca_system_score_codex":0.00041995823,"about_ca_system_score_gemma":0.0004670495,"threshold_uncertainty_score":0.9912842},"labels":[],"label_agreement":null},{"id":"W4224989338","doi":"10.5435/jaaos-d-22-00089","title":"Instagram Use Among Orthopaedic Surgery Residency Programs","year":2022,"lang":"en","type":"article","venue":"Journal of the American Academy of Orthopaedic Surgeons","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Object Research Systems (Canada)","funders":"","keywords":"Medicine; Social media; Content analysis; Medical education; Family medicine; World Wide Web","score_opus":0.09328427117978463,"score_gpt":0.3652169529774083,"score_spread":0.27193268179762364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224989338","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9708371,0.00043474685,0.0000064708506,0.022681562,0.0050735353,0.0007602199,0.000010547232,0.000041280666,0.00015452699],"genre_scores_gemma":[0.99626774,0.0013498514,0.00022957452,0.00087908504,0.00090981706,0.00015625107,0.0000017425164,0.000036378417,0.00016956925],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9915751,0.0033802313,0.0015141373,0.00024126956,0.0025716352,0.0007175995],"domain_scores_gemma":[0.9863036,0.007759857,0.004915855,0.00024272176,0.00027795715,0.0004999664],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.008917095,0.00020106597,0.0007740907,0.000575723,0.0013029636,0.000048471724,0.0009963647,0.000095541225,0.00022212535],"category_scores_gemma":[0.0148434425,0.00016968366,0.0010061488,0.0037025101,0.0023816156,0.0005413774,0.00021911557,0.0016146277,0.0000024311946],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009231239,0.00018499306,0.9254296,0.000017145236,0.000062530686,0.000008608958,0.00441601,0.00002203047,0.000011878638,0.00039560717,0.006895562,0.062463727],"study_design_scores_gemma":[0.00015319797,0.000105010484,0.8698759,0.00009942578,0.000088861365,0.000023253655,0.008499901,0.0000030014212,0.000010702302,0.00044137368,0.12053678,0.0001625846],"about_ca_topic_score_codex":0.011726367,"about_ca_topic_score_gemma":0.00068414863,"teacher_disagreement_score":0.11364122,"about_ca_system_score_codex":0.0005402225,"about_ca_system_score_gemma":0.0033629322,"threshold_uncertainty_score":0.9999972},"labels":[],"label_agreement":null},{"id":"W4224990317","doi":"10.7759/cureus.23361","title":"Medical Education Blog and Podcast Utilization During the COVID-19 Pandemic","year":2022,"lang":"en","type":"article","venue":"Cureus","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; University of Calgary; McMaster University; University of Winnipeg; University of Manitoba","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Medicine; Social media; Declaration; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Knowledge translation; 2019-20 coronavirus outbreak; Advertising; World Wide Web; Internal medicine; Infectious disease (medical specialty); Virology; Disease; Business; Political science; Computer science","score_opus":0.20924636914402267,"score_gpt":0.47158726530184597,"score_spread":0.2623408961578233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224990317","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94542027,0.0023646771,0.00002449948,0.04275145,0.0060797427,0.00076850917,0.0000037428856,0.00009954716,0.0024875607],"genre_scores_gemma":[0.99364144,0.0009481146,0.000019499204,0.003177506,0.0011556074,0.0007670798,0.000012141933,0.0000072386765,0.0002713613],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984573,0.0005450347,0.00013860996,0.00014827248,0.00052975,0.00018101049],"domain_scores_gemma":[0.99872595,0.0007590118,0.00008373355,0.00011190224,0.000042656582,0.00027676407],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00139368,0.00004786541,0.00005988268,0.000032378073,0.0021351534,0.000028144286,0.00021025274,0.00006395177,0.00166617],"category_scores_gemma":[0.007852839,0.00004430782,0.000014820452,0.00031381214,0.0002162968,0.00007761148,0.0000668016,0.00019187578,0.0000055163],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014345886,0.00015420534,0.79531044,0.000046431687,0.0000079408355,0.0000011422113,0.14422177,0.000008153898,0.000016510665,0.032112934,0.0059410473,0.022165075],"study_design_scores_gemma":[0.00018393566,0.000021355558,0.09904563,0.0000053008885,0.00001222604,0.000020917576,0.058505245,0.000041500116,0.0000013543364,0.0042907842,0.83777,0.000101777354],"about_ca_topic_score_codex":0.012031822,"about_ca_topic_score_gemma":0.006522976,"teacher_disagreement_score":0.83182895,"about_ca_system_score_codex":0.00081692694,"about_ca_system_score_gemma":0.0035619545,"threshold_uncertainty_score":0.9992464},"labels":[],"label_agreement":null},{"id":"W4225011984","doi":"10.2196/34042","title":"Digital Health and Learning in Speech-Language Pathology, Phoniatrics, and Otolaryngology: Survey Study for Designing a Digital Learning Toolbox App","year":2022,"lang":"en","type":"article","venue":"JMIR Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Toolbox; Otorhinolaryngology; Computer science; Medicine; Multimedia; Natural language processing; Surgery","score_opus":0.03841720442266309,"score_gpt":0.40432450563412237,"score_spread":0.36590730121145926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225011984","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9901319,0.0010137092,0.000065301654,0.0043240758,0.0014592212,0.002738854,0.0000070600963,0.00008614955,0.00017373869],"genre_scores_gemma":[0.9960329,0.00006297477,0.00017814021,0.00047445635,0.00050913857,0.0023412933,0.00018392412,0.000020374342,0.00019681896],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965413,0.0016720376,0.00039706766,0.00040637483,0.0005402479,0.0004429407],"domain_scores_gemma":[0.99518484,0.003980191,0.00023725258,0.00008252749,0.000078665136,0.0004365347],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.005403017,0.00011857341,0.00026233957,0.0002337466,0.0012174762,0.00014981226,0.00015683818,0.00012239837,0.000047546815],"category_scores_gemma":[0.041381475,0.0001383533,0.000022261995,0.00060936424,0.00021842263,0.00032804988,0.00008738186,0.00087161234,0.0000023294324],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026846781,0.00035879936,0.57825935,0.000028086642,0.0000029750342,0.0000022432346,0.15539263,0.0000010551709,6.0334537e-7,0.00003236903,0.00017935025,0.2657157],"study_design_scores_gemma":[0.0007762879,0.0007834381,0.5690347,0.000029737686,0.0000050329836,0.00001446149,0.41696912,0.00013508036,2.2754243e-7,0.00012539138,0.011939922,0.00018658984],"about_ca_topic_score_codex":0.0040953704,"about_ca_topic_score_gemma":0.0013681594,"teacher_disagreement_score":0.2655291,"about_ca_system_score_codex":0.00046145558,"about_ca_system_score_gemma":0.0043191295,"threshold_uncertainty_score":0.9666934},"labels":[],"label_agreement":null},{"id":"W4225166221","doi":"10.2196/35698","title":"Digital Scientific Platform for Independent Content in Neurology: Rigorous Quality Guideline Development and Implementation","year":2022,"lang":"en","type":"article","venue":"Interactive Journal of Medical Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Relevance (law); Quality (philosophy); Credibility; Reliability (semiconductor); Computer science; Guideline; The Internet; Scientific literature; Value (mathematics); Content validity; Medical education; Health care; Data science; Medicine; World Wide Web; Pathology","score_opus":0.4609589273471988,"score_gpt":0.6180138451538199,"score_spread":0.15705491780662106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225166221","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.961313,0.00014775428,0.0001662095,0.034332637,0.0029765484,0.0008652729,0.000009118839,0.0000032488883,0.00018622502],"genre_scores_gemma":[0.998723,0.000038285678,0.00018478093,0.0002726723,0.00040846647,0.00030347938,0.0000107929945,0.0000061488117,0.000052373838],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9936064,0.00092555344,0.0009175832,0.00018284259,0.0039526667,0.00041494155],"domain_scores_gemma":[0.9897145,0.008282642,0.00036489408,0.00006535567,0.0011846434,0.00038797315],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.033976957,0.000056159963,0.00018287501,0.00046999627,0.00082070305,0.00015230749,0.00040768267,0.00006943316,0.0005956005],"category_scores_gemma":[0.028335236,0.000052258212,0.000037893486,0.00037921488,0.00036136186,0.00033125438,0.00020329694,0.0011275314,0.0000021853018],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008064355,0.00039078994,0.034169182,0.000021440621,0.000026904974,0.0000344919,0.09057124,0.0000016750585,0.000042597036,0.002127798,0.004841626,0.86696583],"study_design_scores_gemma":[0.0018366491,0.000625101,0.059510306,0.00003999371,0.0000029454848,0.000021358015,0.18877812,0.000048753074,0.0001128338,0.0025575752,0.74638003,0.00008632686],"about_ca_topic_score_codex":0.0031741678,"about_ca_topic_score_gemma":0.0068604937,"teacher_disagreement_score":0.86687946,"about_ca_system_score_codex":0.0012376787,"about_ca_system_score_gemma":0.004471443,"threshold_uncertainty_score":0.99472404},"labels":[],"label_agreement":null},{"id":"W4225515422","doi":"10.2196/35244","title":"Understanding Online and Offline Social Networks in Illness Management of Older Patients With Asthma and Chronic Obstructive Pulmonary Disease: Mixed Methods Study Using Quantitative Social Network Assessment and Qualitative Analysis","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Programme Grants for Applied Research; National Institute for Health and Care Research; Barts Charity; Queen Mary University of London","keywords":"Thematic analysis; Social network (sociolinguistics); Social support; Self-management; Social network analysis; Psychological intervention; Psychology; Medicine; Qualitative research; Social media; Gerontology; Nursing; Social psychology; World Wide Web; Computer science; Sociology","score_opus":0.2816784481458451,"score_gpt":0.587262887319251,"score_spread":0.30558443917340594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225515422","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99040157,0.0003084458,0.005399702,0.00034611963,0.0002118504,0.003189521,0.000071840936,0.000011068914,0.00005990752],"genre_scores_gemma":[0.9961744,0.00006859258,0.002541201,0.000005845428,0.000113422335,0.0010028104,0.00007273461,0.000017117707,0.000003866867],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.98797476,0.009305173,0.00046372137,0.00040243854,0.0012512585,0.0006026298],"domain_scores_gemma":[0.99617094,0.0028877142,0.00035854275,0.000087605404,0.00033967453,0.00015550376],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0067519224,0.00017092028,0.00047593412,0.0005346927,0.0030022038,0.00006628431,0.00014948034,0.000062771374,0.000022803575],"category_scores_gemma":[0.00008987869,0.00016986976,0.000041157036,0.0035970437,0.001083611,0.00040843376,0.00041839184,0.0006078948,3.569341e-8],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004477892,0.0010111387,0.18667789,0.00022387822,0.0005776306,0.0000051193897,0.77528703,0.00069186196,4.949994e-7,0.018537737,0.000012063154,0.01652737],"study_design_scores_gemma":[0.00052366726,0.00019626015,0.52697253,0.000026015005,0.00006457647,4.109944e-8,0.46524483,0.005319074,4.4872962e-8,0.0015429728,0.00000971287,0.00010025284],"about_ca_topic_score_codex":0.0010423199,"about_ca_topic_score_gemma":0.0012917803,"teacher_disagreement_score":0.34029466,"about_ca_system_score_codex":0.0025777323,"about_ca_system_score_gemma":0.00038227928,"threshold_uncertainty_score":0.9982957},"labels":[],"label_agreement":null},{"id":"W4225860173","doi":"10.2196/35930","title":"Understanding the Lived Experiences of Patients With Melanoma: Real-World Evidence Generated Through a European Social Media Listening Analysis","year":2022,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Novartis Pharmaceuticals Corporation","keywords":"Social media; Melanoma; Active listening; Medicine; Psychology; World Wide Web; Computer science; Psychotherapist","score_opus":0.28276934770243606,"score_gpt":0.42169754349674954,"score_spread":0.13892819579431348,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225860173","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9936589,0.00022805034,0.000056405548,0.001415196,0.0015620713,0.00075006956,0.000010660101,0.00004367292,0.0022749826],"genre_scores_gemma":[0.99703854,0.00009399442,0.00007056625,0.0001379738,0.00075280346,0.0018254282,0.000012923989,0.000014859845,0.000052910906],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99696493,0.0012330984,0.0002895616,0.00025495916,0.00095034204,0.00030712778],"domain_scores_gemma":[0.99787515,0.0013191317,0.00042914553,0.00013670594,0.00017641475,0.00006346493],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008595606,0.00010209312,0.00021846572,0.0001188997,0.0020803327,0.000050538372,0.00038616513,0.00002607994,0.00091135624],"category_scores_gemma":[0.00036913715,0.0000800397,0.000075196884,0.0031227989,0.00046740586,0.0002153879,0.00007168468,0.00018789546,0.0000011617858],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004987995,0.000034504606,0.1588003,0.0000074755894,0.00007091284,6.656182e-7,0.83939886,0.00008744296,0.0000034122784,0.00061251665,0.00047975566,0.00045423993],"study_design_scores_gemma":[0.00021956286,0.00004948269,0.3602234,0.000028708737,0.00018169075,2.01838e-8,0.6364281,0.00003811743,0.00000865184,0.00008890497,0.0025731942,0.00016014164],"about_ca_topic_score_codex":0.011691891,"about_ca_topic_score_gemma":0.021882428,"teacher_disagreement_score":0.20297077,"about_ca_system_score_codex":0.0012565173,"about_ca_system_score_gemma":0.0006276678,"threshold_uncertainty_score":0.9992188},"labels":[],"label_agreement":null},{"id":"W4225984732","doi":"10.12688/f1000research.52894.2","title":"Quality of information in news media reports about the effects of health interventions: Systematic review and meta-analyses","year":2022,"lang":"en","type":"preprint","venue":"F1000Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Meta-analysis; Psychological intervention; Systematic review; Medicine; MEDLINE; Biology; Internal medicine; Psychiatry","score_opus":0.6056738100428929,"score_gpt":0.6401948541313318,"score_spread":0.034521044088438924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225984732","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.030157082,0.89730436,0.00012921826,0.028580781,0.0031529653,0.03987614,0.000095570445,0.00004900596,0.0006548629],"genre_scores_gemma":[0.61087066,0.33282545,0.00089329894,0.0013223125,0.00022809932,0.05319641,0.00039569143,0.00004822467,0.00021983316],"study_design_codex":"systematic_review","study_design_gemma":"observational","domain_scores_codex":[0.97581095,0.01789292,0.0035906513,0.0002569901,0.0021099746,0.00033850933],"domain_scores_gemma":[0.9790221,0.015706671,0.0037085924,0.0008353266,0.0005971293,0.00013019129],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.043107882,0.0001392639,0.0020169066,0.00040338462,0.00026712503,0.000047592697,0.00056202937,0.00012601673,0.00030352498],"category_scores_gemma":[0.13891318,0.0000996535,0.0004294116,0.0009980121,0.00037471767,0.00019196687,0.00050080137,0.0007308078,0.00000194844],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000032450257,0.000080532016,0.0020793476,0.9473372,0.00045683523,5.686739e-7,0.047127172,0.000004256998,4.8430815e-7,0.0012793271,0.00068903837,0.0009419537],"study_design_scores_gemma":[0.0009892272,0.0006630853,0.38994777,0.32111987,0.028125929,0.000006601688,0.19652353,0.00003054704,0.000058244736,0.05596652,0.0051085413,0.0014601448],"about_ca_topic_score_codex":0.13002573,"about_ca_topic_score_gemma":0.008957558,"teacher_disagreement_score":0.62621737,"about_ca_system_score_codex":0.00051833305,"about_ca_system_score_gemma":0.0022979497,"threshold_uncertainty_score":0.9853218},"labels":[],"label_agreement":null},{"id":"W4226201580","doi":"10.1093/cid/ciac063","title":"#SoMe the Money! Value, Strategy, and Implementation of Social Media Engagement for Infectious Diseases Trainees, Clinicians, and Divisions","year":2022,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Social media; Medicine; Public relations; Value (mathematics); Political science; Computer science","score_opus":0.14325462248439869,"score_gpt":0.496980982229731,"score_spread":0.35372635974533234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4226201580","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9864306,0.00205665,0.000024257732,0.0039479006,0.0038846177,0.0026541376,0.0007563483,0.00012661783,0.00011886161],"genre_scores_gemma":[0.99257606,0.0017955964,0.0000074992445,0.0007021039,0.0024044302,0.002373572,0.00010892569,0.000022827782,0.0000089637],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961293,0.0018388566,0.0008204238,0.0003791734,0.0004633928,0.0003688644],"domain_scores_gemma":[0.98157716,0.017326325,0.00047174725,0.00015616255,0.00014598531,0.00032265135],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0020982185,0.00015776597,0.00038295722,0.000098374025,0.0028921461,0.00007917968,0.00017654404,0.000091237605,0.0001733854],"category_scores_gemma":[0.0080606425,0.00014598473,0.0002001526,0.0003447142,0.00090704154,0.0002038578,0.000143179,0.00030013258,0.0000012280153],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041448984,0.0009188639,0.75532526,0.00010119794,0.000119980665,8.4315957e-7,0.019784603,0.000019249195,0.000001579264,0.0788801,0.0042956374,0.14051123],"study_design_scores_gemma":[0.0013115354,0.000488408,0.9067623,0.000008228315,0.00035909083,2.5410333e-7,0.03595754,0.00002800019,4.812823e-7,0.03746995,0.017440142,0.00017404021],"about_ca_topic_score_codex":0.0012094767,"about_ca_topic_score_gemma":0.0015171819,"teacher_disagreement_score":0.15143706,"about_ca_system_score_codex":0.00015276838,"about_ca_system_score_gemma":0.00079104665,"threshold_uncertainty_score":0.99840593},"labels":[],"label_agreement":null},{"id":"W4226227483","doi":"10.2196/35035","title":"Using Social Media to Facilitate Communication About Women’s Testing: Tool Validation Study","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Ovarian Cancer Coalition; Stand Up To Cancer; Ovarian Cancer Research Alliance; Entertainment Industry Foundation; American Association for Cancer Research","keywords":"Outreach; Social media; Leverage (statistics); Social media analytics; Public relations; Psychology; Medical education; Internet privacy; World Wide Web; Computer science; Medicine; Political science","score_opus":0.6426664608749947,"score_gpt":0.5733507099919161,"score_spread":0.06931575088307862,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4226227483","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9907923,0.000018007355,0.000025263067,0.0020976823,0.0009313795,0.0037564056,0.00003293679,0.000083986,0.0022620903],"genre_scores_gemma":[0.98668754,0.000004992034,0.00033283385,0.000050982333,0.0003554697,0.012467137,0.000023470595,0.000015835325,0.00006171019],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9898013,0.006306685,0.00043288793,0.0002399828,0.0023848035,0.0008343519],"domain_scores_gemma":[0.9920498,0.00632406,0.0001588996,0.0002752486,0.0009708262,0.00022114285],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.013674547,0.00010227668,0.00018862038,0.00046907336,0.007428667,0.00017395294,0.000696482,0.00005954458,0.0004791095],"category_scores_gemma":[0.009261123,0.0001206209,0.000030152087,0.0029700322,0.00030150713,0.0005766584,0.00046749308,0.00078741263,0.00011051663],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038166032,0.00035917564,0.008380603,0.000017791692,0.000008104234,4.3940832e-7,0.96571326,0.00003135931,0.000051112875,0.0012665462,0.0013024297,0.02283102],"study_design_scores_gemma":[0.00034967164,0.0003197116,0.14572494,0.000013018336,0.0000029046764,2.8516973e-7,0.8266343,0.0001268177,0.00001421472,0.0029560341,0.023689942,0.00016814022],"about_ca_topic_score_codex":0.0049493317,"about_ca_topic_score_gemma":0.0005380751,"teacher_disagreement_score":0.13907893,"about_ca_system_score_codex":0.0051878802,"about_ca_system_score_gemma":0.0012908491,"threshold_uncertainty_score":0.9990843},"labels":[],"label_agreement":null},{"id":"W4226317373","doi":"10.2478/fon-2021-0043","title":"Clarivate listed nursing journals in 2020: what they publish and how they measure use of social media","year":2021,"lang":"en","type":"article","venue":"Frontiers of Nursing","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Publication; Citation; Bibliometrics; Impact factor; Publishing; Library science; Social media; Citation analysis; Computer science; Medicine; World Wide Web; Political science","score_opus":0.16764975698277892,"score_gpt":0.38812847426402414,"score_spread":0.2204787172812452,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4226317373","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90862024,0.011775659,0.0001155769,0.06138088,0.016889384,0.0005198222,0.000011187945,0.00002948775,0.00065778097],"genre_scores_gemma":[0.9932867,0.0017037573,0.0038671002,0.000062122075,0.0010051838,0.000013540428,0.000011823541,0.000021686865,0.000028063369],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9972114,0.0009725555,0.00037734737,0.00024733355,0.0007555887,0.00043577925],"domain_scores_gemma":[0.9977122,0.00088671176,0.00045575644,0.00013920103,0.0006223549,0.00018375808],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0014872327,0.00012569074,0.000433744,0.000217748,0.00036352922,0.0004461404,0.00018925969,0.0003160067,0.000015745542],"category_scores_gemma":[0.00961141,0.00014327896,0.000082520244,0.00062216714,0.00055449415,0.0020554394,0.000014284801,0.00036336586,2.1633214e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056715176,0.0002252405,0.033034787,0.000031336414,0.000028858947,0.000004304614,0.5835881,0.00000280034,0.00062439044,0.0010231024,0.01361508,0.36776528],"study_design_scores_gemma":[0.0008396305,0.00003267576,0.4045326,0.002980528,0.00012455037,0.0000044046706,0.56969786,0.00004788769,0.00049344887,0.01591552,0.005002688,0.0003281862],"about_ca_topic_score_codex":0.0004972205,"about_ca_topic_score_gemma":0.0019928094,"teacher_disagreement_score":0.3714978,"about_ca_system_score_codex":0.00060665543,"about_ca_system_score_gemma":0.00083626504,"threshold_uncertainty_score":0.9987311},"labels":[],"label_agreement":null},{"id":"W4226414611","doi":"10.2196/34935","title":"Patterns of Promotional Content by Dermatology Influencers on TikTok","year":2022,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Influencer marketing; Content (measure theory); Dermatology; Medicine; Advertising; Business; Mathematics; Marketing","score_opus":0.09592108139630372,"score_gpt":0.3876547511499023,"score_spread":0.29173366975359855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4226414611","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9691482,0.000098196986,0.00001583556,0.025707811,0.002605327,0.0011762386,0.000049400394,0.000058371537,0.001140604],"genre_scores_gemma":[0.995214,0.000026496184,0.000028618702,0.0015697952,0.00009012191,0.0029406387,0.000047953064,0.000011292759,0.00007112665],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99764204,0.00091425556,0.00038250405,0.0002223599,0.00044045583,0.00039836342],"domain_scores_gemma":[0.9983975,0.00094860094,0.0002662765,0.00015385619,0.00010593395,0.00012781017],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020933159,0.00009680288,0.00025747876,0.00013870189,0.0005521447,0.0000069896623,0.0003187152,0.00013023902,0.0010381364],"category_scores_gemma":[0.00045089662,0.00011211946,0.000055314853,0.00024767133,0.00025193326,0.0000733984,0.00006174292,0.00028367277,0.00004231741],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000067942645,0.00047479774,0.8591768,0.000110697605,0.00003510755,0.000032881115,0.041289914,0.000011688569,0.0003303401,0.069108576,0.026450545,0.0029107246],"study_design_scores_gemma":[0.0015298512,0.00033034198,0.21341173,0.000038617723,0.000026317839,0.00027135882,0.033281542,0.000044406854,0.001995974,0.002891033,0.74569553,0.00048325994],"about_ca_topic_score_codex":0.0021302893,"about_ca_topic_score_gemma":0.0002512023,"teacher_disagreement_score":0.719245,"about_ca_system_score_codex":0.00040711343,"about_ca_system_score_gemma":0.00066400686,"threshold_uncertainty_score":0.99987507},"labels":[],"label_agreement":null},{"id":"W4228996719","doi":"10.1177/08465371221096619","title":"Influences of the Social Media Continuum Model in Radiology: Theory and Reality","year":2022,"lang":"en","type":"review","venue":"Canadian Association of Radiologists Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Social media; Realm; Medicine; Thriving; Public relations; Radiology; Sociology; Computer science; Social science; Political science; World Wide Web","score_opus":0.17382712970463324,"score_gpt":0.42884100771409855,"score_spread":0.2550138780094653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4228996719","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004281653,0.98469055,0.0000029443927,0.002623732,0.00558817,0.0012001159,0.00028977284,0.000010337024,0.0013127481],"genre_scores_gemma":[0.005370434,0.9934216,0.00003282369,0.00009118935,0.00085774495,0.0001266506,0.000018448236,0.000015628464,0.000065490225],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9891065,0.008497586,0.001125084,0.0002147263,0.0005210234,0.00053507887],"domain_scores_gemma":[0.9848639,0.011420904,0.0030938177,0.00014172659,0.0002043225,0.00027536426],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.015406789,0.0001865451,0.0012585848,0.00041805892,0.00088528625,0.000029521363,0.00072214485,0.0007458307,0.000104671104],"category_scores_gemma":[0.052009,0.00015682059,0.00029057616,0.00074073445,0.00083201134,0.00010814628,0.000039669692,0.0012408737,5.4929296e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000014973639,0.0000376955,0.025766121,0.00095557387,0.00021958917,0.000005450196,0.08703348,0.00001320322,1.4207761e-7,0.030568108,0.009457342,0.8459283],"study_design_scores_gemma":[0.00022923035,0.000015257157,0.025418585,0.00052337814,0.000226543,0.000013122856,0.0044477065,0.0000021846135,3.87786e-8,0.012709076,0.9561959,0.00021900499],"about_ca_topic_score_codex":0.025394319,"about_ca_topic_score_gemma":0.3389864,"teacher_disagreement_score":0.94673854,"about_ca_system_score_codex":0.006040947,"about_ca_system_score_gemma":0.0133823855,"threshold_uncertainty_score":0.99777466},"labels":[],"label_agreement":null},{"id":"W4229036529","doi":"10.31235/osf.io/2rbt7","title":"“Doctors” or “Influencers”? Physicians’ Presentation of Self in Health Vlogs","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Influencer marketing; Presentation (obstetrics); Negotiation; Social media; Construct (python library); Face (sociological concept); Content (measure theory); Psychology; Content analysis; Service (business); Public relations; Social psychology; Sociology; Medicine; Political science; Computer science; Business; World Wide Web; Social science","score_opus":0.15372791495246288,"score_gpt":0.4895679922736677,"score_spread":0.3358400773212048,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229036529","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9249037,0.00057401514,0.000047619324,0.02830339,0.020097483,0.0076822415,0.00004182087,0.00029956558,0.018050194],"genre_scores_gemma":[0.9809906,0.0034705657,0.0058061723,0.0016129293,0.0021323739,0.004582742,0.00013549045,0.00005014905,0.001218981],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99625283,0.0012819079,0.0007735957,0.00040426632,0.00084482774,0.00044258204],"domain_scores_gemma":[0.9969648,0.0016910436,0.00078450906,0.00028908602,0.00013836508,0.00013218365],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019195582,0.00014693935,0.0004224273,0.00024464692,0.00028745108,0.000030640385,0.0004820657,0.00020880745,0.0018119165],"category_scores_gemma":[0.0019018229,0.0001586287,0.00008017531,0.0008374653,0.000165749,0.00013527705,0.00019706039,0.0006002154,0.000008509716],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055401186,0.000617223,0.17861788,0.0016326829,0.000035600882,0.0000018098128,0.7610439,0.0007875057,0.0000046733776,0.02295287,0.003815643,0.030434813],"study_design_scores_gemma":[0.0007876109,0.000346914,0.5679217,0.00068866124,0.00003642637,2.051841e-7,0.22736372,0.00022677582,0.000046713594,0.018032838,0.18378018,0.0007682348],"about_ca_topic_score_codex":0.24954441,"about_ca_topic_score_gemma":0.030484738,"teacher_disagreement_score":0.53368014,"about_ca_system_score_codex":0.0020508294,"about_ca_system_score_gemma":0.0062557575,"threshold_uncertainty_score":0.99937785},"labels":[],"label_agreement":null},{"id":"W4229442323","doi":"10.1177/20552076221095707","title":"Strategies for improving recruitment of pregnant women to clinical research: An evaluation of social media versus traditional offline methods","year":2022,"lang":"en","type":"article","venue":"Digital Health","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"Canadian Institutes of Health Research; Michael Smith Health Research BC; BC Children's Hospital","keywords":"Social media; Online and offline; Attribution; Psychology; Advertising; Medicine; Demography; Social psychology; Computer science; Business; Sociology","score_opus":0.9056916162719368,"score_gpt":0.68882073192317,"score_spread":0.2168708843487669,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229442323","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9761705,0.00018639657,0.0004285222,0.006245252,0.008003096,0.007000796,0.0006664436,0.000037388138,0.0012616229],"genre_scores_gemma":[0.9883464,0.0000129792,0.004151706,0.000054342778,0.0013271419,0.0058954447,0.00019211853,0.0000145106715,0.000005354813],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9927898,0.0037157985,0.0008094256,0.00029531826,0.0018606631,0.00052900764],"domain_scores_gemma":[0.9866238,0.0115917595,0.0004066659,0.00014191077,0.0008803813,0.00035543344],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.033935726,0.000073530355,0.00029884384,0.00018354546,0.0008215272,0.00004134438,0.0002680522,0.000067665795,0.000092819464],"category_scores_gemma":[0.014004499,0.00008365752,0.0000692679,0.00062836026,0.00029723856,0.00035574552,0.000055037548,0.00022554454,8.649332e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038801698,0.0005426667,0.00009375017,0.00009642507,0.000010307153,3.7463547e-8,0.20920946,0.000016607251,0.0000071325576,0.06740789,0.00024094217,0.7219868],"study_design_scores_gemma":[0.0026376306,0.007610816,0.022616697,0.000046780442,0.000022544968,1.8070774e-7,0.8594094,0.0006254453,0.00002914865,0.076351754,0.030423528,0.00022606853],"about_ca_topic_score_codex":0.0007219324,"about_ca_topic_score_gemma":0.0006557183,"teacher_disagreement_score":0.7217607,"about_ca_system_score_codex":0.002159612,"about_ca_system_score_gemma":0.01242159,"threshold_uncertainty_score":0.9947665},"labels":[],"label_agreement":null},{"id":"W4229603795","doi":"10.1163/9781848883390_014","title":"The Nike Brand Embodied as a Playful Experience","year":2016,"lang":"en","type":"book-chapter","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Internet privacy; Entertainment; Public relations; Health care; Nike; Promotion (chess); Advertising; Psychology; Sociology; Multimedia; Business; Political science; Computer science; Politics","score_opus":0.10211725699598927,"score_gpt":0.4032163986507459,"score_spread":0.3010991416547566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229603795","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00029765957,0.0005803954,0.0000069608045,0.011657556,0.010011601,0.0012595201,0.0000039942297,0.000113074486,0.9760692],"genre_scores_gemma":[0.0068433033,0.0028425343,0.000040410632,0.000743008,0.0043877917,0.00060042355,0.0000020526165,0.000036032077,0.98450446],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981136,0.00008442321,0.00031466087,0.000314415,0.0007254324,0.00044747192],"domain_scores_gemma":[0.9947834,0.0042089345,0.00023277811,0.0003315353,0.00018562526,0.000257708],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006573665,0.00018283528,0.00021012999,0.000047834736,0.0015897814,0.00011619799,0.00053437526,0.00042742616,0.0040189098],"category_scores_gemma":[0.002390247,0.000116365234,0.00009214873,0.000038146223,0.0010453513,0.0001170013,0.000044322012,0.0002322153,0.0018143537],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000100397065,0.0000031430625,0.000057841466,0.0000043684386,0.000007912269,9.4334047e-7,0.03268538,2.433143e-9,6.332346e-7,0.9148258,0.0050269384,0.047377],"study_design_scores_gemma":[0.00007356464,0.000016853966,0.000049565246,0.000060988754,0.000007330682,4.0139386e-7,0.0026485967,6.547787e-8,0.0000036372576,0.10149333,0.8954871,0.00015852398],"about_ca_topic_score_codex":0.002441365,"about_ca_topic_score_gemma":0.0061860424,"teacher_disagreement_score":0.8904602,"about_ca_system_score_codex":0.00035743212,"about_ca_system_score_gemma":0.0013097629,"threshold_uncertainty_score":0.99971},"labels":[],"label_agreement":null},{"id":"W4230362864","doi":"10.33589/10.4.112","title":"Cyberspace Chat…","year":2000,"lang":"en","type":"article","venue":"International Society of Hair Restoration Surgery","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cyberspace; Medicine; Internet privacy; History; The Internet; World Wide Web; Computer science","score_opus":0.10250431899624564,"score_gpt":0.39063709148257575,"score_spread":0.2881327724863301,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4230362864","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8882227,0.00026717543,0.00020683891,0.07240504,0.010267462,0.0005370802,0.000013977496,0.00016830358,0.02791143],"genre_scores_gemma":[0.9873451,0.0020370118,0.0021511237,0.0009016752,0.003059781,0.00022877255,0.00007246817,0.000018886398,0.004185194],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984314,0.00012778802,0.00033307172,0.00016596892,0.00074639614,0.00019541803],"domain_scores_gemma":[0.9971803,0.0020606518,0.00019907563,0.000117567324,0.000337839,0.00010456107],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010889164,0.00007699414,0.00014769754,0.000059128717,0.00028731622,0.00004137945,0.00017962712,0.0001301344,0.002043327],"category_scores_gemma":[0.0012722386,0.000091646,0.00020010368,0.0003218259,0.00026278407,0.00045182422,0.0000088415645,0.00010628941,0.00012943266],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000065826614,0.0002993262,0.10820008,0.000040320778,0.0001106777,0.0000012565164,0.08347698,0.0001367186,0.00021407669,0.011664333,0.6180719,0.17771846],"study_design_scores_gemma":[0.00008090865,0.000006077214,0.028042793,0.00003614424,0.000004252732,4.0067556e-7,0.0029267822,0.00009035558,0.00010638849,0.00047953986,0.96812093,0.00010543192],"about_ca_topic_score_codex":0.0047454285,"about_ca_topic_score_gemma":0.00027658002,"teacher_disagreement_score":0.350049,"about_ca_system_score_codex":0.00038687832,"about_ca_system_score_gemma":0.00066426926,"threshold_uncertainty_score":0.99886894},"labels":[],"label_agreement":null},{"id":"W4230376002","doi":"10.2196/preprints.27956","title":"Conversational Agent for Healthy Lifestyle Behavior Change: Web-Based Feasibility Study (Preprint)","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"","keywords":"Prediabetes; Psychological intervention; Behavior change; Medicine; Population; Intervention (counseling); Usability; Gerontology; Psychology; Diabetes mellitus; Type 2 diabetes; Nursing; Computer science; Environmental health","score_opus":0.31944972991140996,"score_gpt":0.483180153447163,"score_spread":0.163730423535753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4230376002","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9201594,0.00018283768,0.00018630571,0.015680602,0.021430396,0.041725136,0.000063644155,0.00028566865,0.00028603015],"genre_scores_gemma":[0.89768,0.000073973664,0.0028247503,0.0016477137,0.002977255,0.09443321,0.00025841294,0.00003414229,0.000070560396],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99497926,0.0014317989,0.00075135735,0.0011344108,0.0010778655,0.00062529265],"domain_scores_gemma":[0.99365246,0.0035552667,0.00048768392,0.00076580746,0.0010912167,0.0004475626],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0043644463,0.00028863782,0.00052365917,0.0001486914,0.0008393243,0.00020211072,0.00053339987,0.000545629,0.0013745966],"category_scores_gemma":[0.007547607,0.0003422361,0.0002622095,0.0003066097,0.00023384322,0.00013486677,0.0002482931,0.00057203905,0.00003428373],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006934386,0.0034195052,0.93007344,0.00055759196,0.000029799878,0.0000026262426,0.058386613,0.000012279859,0.0000029824155,0.00035702155,0.0007452789,0.006343512],"study_design_scores_gemma":[0.001415671,0.00028544597,0.9366362,0.00011117918,0.0001410892,1.2072387e-7,0.053509172,0.00013913593,0.000020021462,0.00021578529,0.0070608445,0.0004653364],"about_ca_topic_score_codex":0.040370934,"about_ca_topic_score_gemma":0.06304314,"teacher_disagreement_score":0.052708074,"about_ca_system_score_codex":0.0025977485,"about_ca_system_score_gemma":0.014003243,"threshold_uncertainty_score":0.99990296},"labels":[],"label_agreement":null},{"id":"W4230492414","doi":"10.5858/2010-0255-ed.1","title":"The Rise of the Social Pathologist: The Importance of Social Media to Pathology","year":2010,"lang":"en","type":"article","venue":"Archives of Pathology & Laboratory Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pathology; Anatomical pathology; Medicine; Human Pathology; Immunohistochemistry; Disease","score_opus":0.03940212144705835,"score_gpt":0.38240985943358186,"score_spread":0.3430077379865235,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4230492414","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.934026,0.00064459554,0.000013044231,0.056580465,0.0061655636,0.00084356713,0.000074778545,0.00002188534,0.001630111],"genre_scores_gemma":[0.99648434,0.0001692186,0.00027056423,0.0007446116,0.002063295,0.00022452042,0.0000036840247,0.000018227203,0.000021562837],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99547094,0.002319869,0.0008446676,0.00029120228,0.00057807757,0.0004952212],"domain_scores_gemma":[0.98857313,0.009326446,0.0010359267,0.0005441817,0.00040493155,0.00011540821],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0041796304,0.00017211413,0.0005179146,0.000099528275,0.0012677175,0.00000388516,0.0012907003,0.0002595862,0.00007126827],"category_scores_gemma":[0.024080517,0.00009485039,0.00011742497,0.00077999086,0.018960938,0.000046822202,0.00017098206,0.000722926,0.0000035208047],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000109777146,0.00011557682,0.113004304,0.000043672597,0.000023420118,0.000014740414,0.6846862,3.0168286e-7,0.049759753,0.1374107,0.0024901205,0.012341476],"study_design_scores_gemma":[0.00047028868,0.00013876951,0.90029126,0.000028068354,0.00007780904,0.0000042522233,0.05359486,9.0209966e-7,0.001154501,0.015695715,0.028424846,0.00011873602],"about_ca_topic_score_codex":0.00017057465,"about_ca_topic_score_gemma":0.005969401,"teacher_disagreement_score":0.78728694,"about_ca_system_score_codex":0.000029048497,"about_ca_system_score_gemma":0.0010593444,"threshold_uncertainty_score":0.98414004},"labels":[],"label_agreement":null},{"id":"W4230504288","doi":"10.1249/jsr.0b013e31817eba7a","title":"WEB ALERT","year":2008,"lang":"en","type":"article","venue":"Current Sports Medicine Reports","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Expansive; World Wide Web; Web site; The Internet; Medical library; MEDLINE; Medical education; Computer science; Nursing","score_opus":0.15757583265391814,"score_gpt":0.43696565650781394,"score_spread":0.27938982385389577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4230504288","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8715089,0.0069747022,0.000023896035,0.010343826,0.068403296,0.0014239204,6.0342916e-7,0.0003488259,0.040972006],"genre_scores_gemma":[0.9824975,0.007978962,0.00005817197,0.00016857657,0.008468216,0.00025218434,0.000026885838,0.000020715615,0.0005287643],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.996878,0.000101712896,0.00072002143,0.00038703825,0.0014044275,0.00050877576],"domain_scores_gemma":[0.9979524,0.0003472814,0.00049981556,0.00038008246,0.00027380246,0.0005465955],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016122803,0.00015442977,0.0003267778,0.00017332885,0.0007308037,0.0000054507536,0.00012131377,0.00011207333,0.0015317618],"category_scores_gemma":[0.0049704234,0.0001416868,0.00006400209,0.000602038,0.0008301771,0.00016794608,0.00001921785,0.0002663555,0.000027900538],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000036365386,0.00011338982,0.76783127,0.000039189872,0.0000046732785,0.0004631487,0.029630285,3.8069183e-7,0.0000074510967,0.00075226836,0.08515223,0.11600209],"study_design_scores_gemma":[0.00010244502,0.000014452677,0.22550023,0.00017252385,0.000016608557,0.00010675302,0.0009789071,0.0000012677191,0.0000045122624,0.0005090549,0.77246994,0.00012328567],"about_ca_topic_score_codex":0.0017468308,"about_ca_topic_score_gemma":0.0001246289,"teacher_disagreement_score":0.6873177,"about_ca_system_score_codex":0.00025848445,"about_ca_system_score_gemma":0.0018071622,"threshold_uncertainty_score":0.99938095},"labels":[],"label_agreement":null},{"id":"W4231012181","doi":"10.2196/preprints.11291","title":"Assessing the Impact of a Social Marketing Campaign on Program Outcomes for Users of an Internet-Based Testing Service for Sexually Transmitted and Blood-Borne Infections: Observational Study (Preprint)","year":2018,"lang":"en","type":"preprint","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"The Internet; Advertising; Test (biology); Internet privacy; Observational study; Business; Service (business); Phone; Service provider; World Wide Web; Computer science; Medicine; Marketing","score_opus":0.29033023326684637,"score_gpt":0.5112987558409876,"score_spread":0.22096852257414124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4231012181","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.981476,0.0000055867067,0.00066920783,0.0014041297,0.00077177223,0.01537668,0.00004802952,0.00014156234,0.000107001775],"genre_scores_gemma":[0.9703679,6.854556e-7,0.021825712,0.0001113563,0.00057334744,0.007013718,0.00006322296,0.000037876463,0.000006172195],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964708,0.0012445953,0.0008725547,0.00053407607,0.0004970944,0.00038084527],"domain_scores_gemma":[0.9726278,0.023986522,0.0010930157,0.00026124783,0.0019241114,0.0001072922],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.007445231,0.0002752045,0.0005486548,0.00016077331,0.0007227747,0.00023306042,0.00041755041,0.00031148875,0.000026653253],"category_scores_gemma":[0.020879801,0.00022054499,0.00019281979,0.00051263516,0.00028902094,0.00022302491,0.00007182455,0.00030847927,1.4520334e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014873948,0.0024927119,0.9088636,0.0009984302,0.00031076296,6.289903e-8,0.062974155,0.00027177532,0.000033216707,0.00012351586,0.000027149914,0.023755884],"study_design_scores_gemma":[0.0009051206,0.0011200684,0.9649073,0.00026716417,0.00021124026,9.349898e-8,0.025974268,0.0055514886,0.000039117233,0.00080479356,0.000015000943,0.00020436764],"about_ca_topic_score_codex":0.028251594,"about_ca_topic_score_gemma":0.008999965,"teacher_disagreement_score":0.05604368,"about_ca_system_score_codex":0.00028822385,"about_ca_system_score_gemma":0.0033746783,"threshold_uncertainty_score":0.98736775},"labels":[],"label_agreement":null},{"id":"W4231464820","doi":"10.2196/preprints.15586","title":"Social Media Strategies for Health Promotion by Nonprofit Organizations: Multiple Case Study Design (Preprint)","year":2019,"lang":"en","type":"preprint","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Social media; Public relations; Health promotion; Promotion (chess); Business; Health care; Process (computing); Political science; Computer science","score_opus":0.23103893998529274,"score_gpt":0.46240112917065834,"score_spread":0.2313621891853656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4231464820","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72903967,0.00030436876,0.15066308,0.022064958,0.020783776,0.07529482,0.00021597596,0.0011368167,0.00049652514],"genre_scores_gemma":[0.9805084,0.0001113771,0.006331858,0.00014327934,0.002540487,0.009869177,0.0002820025,0.000083345636,0.00013010143],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99478734,0.0018584973,0.0008995924,0.00094636175,0.0007710548,0.0007371499],"domain_scores_gemma":[0.9899475,0.0072502173,0.0008261359,0.000431586,0.0012445265,0.0003000338],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.004061796,0.00035385683,0.00063530693,0.00017375546,0.0019079436,0.0004313006,0.00051989424,0.0006474909,0.00022559802],"category_scores_gemma":[0.013486211,0.00039633818,0.000097685916,0.00062628754,0.00019593343,0.00032727254,0.00020176449,0.00057641324,0.000061391285],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034120156,0.0018504688,0.016054315,0.00071399607,0.00009011495,0.0000068145787,0.9444764,0.00031580348,0.000009424413,0.0027206037,0.025144959,0.008582951],"study_design_scores_gemma":[0.0013404045,0.00048829726,0.0020049524,0.000116970405,0.000100154306,0.0000054676984,0.98250383,0.00064460025,0.00004312889,0.009949759,0.001966322,0.0008360885],"about_ca_topic_score_codex":0.05031316,"about_ca_topic_score_gemma":0.057005532,"teacher_disagreement_score":0.2514687,"about_ca_system_score_codex":0.0015983019,"about_ca_system_score_gemma":0.014379094,"threshold_uncertainty_score":0.99984884},"labels":[],"label_agreement":null},{"id":"W4231869863","doi":"10.2196/preprints.12154","title":"Tailoring Facebook Advertisements to Reach Gay and Bisexual Men: Short Report (Preprint)","year":2018,"lang":"en","type":"preprint","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Advertising; Bivariate analysis; Psychology; Population; Demographics; Poisson regression; Demography; Social psychology; Medicine; Computer science; Business; Sociology","score_opus":0.21356992021673993,"score_gpt":0.4631384836564636,"score_spread":0.24956856343972367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4231869863","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75580806,0.000070803355,0.00038850578,0.004989225,0.014304535,0.008933193,0.000006948254,0.00037819677,0.21512055],"genre_scores_gemma":[0.967539,0.0004694227,0.0071407445,0.00046700987,0.006157534,0.00955677,0.00005589671,0.00007288254,0.008540732],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961882,0.00032169014,0.00074797764,0.0011021091,0.0009737488,0.00066623144],"domain_scores_gemma":[0.9973459,0.0005666302,0.00023119796,0.0007424583,0.00038756448,0.0007262048],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0031368756,0.0002865138,0.00041837458,0.00020027543,0.00062799675,0.00017825434,0.0005015351,0.00049836986,0.000956815],"category_scores_gemma":[0.005578903,0.00031984525,0.00006525716,0.00021587312,0.00029219335,0.00014874565,0.0009625875,0.00047171485,0.00024974725],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047796824,0.00018356994,0.673135,0.00041124207,0.00014311574,0.00003375418,0.17569011,0.0000128599695,0.0002549649,0.0015543259,0.03339648,0.11513678],"study_design_scores_gemma":[0.00026061825,0.0001660972,0.43148172,0.00063540734,0.000113707945,0.000009338347,0.027382175,0.000028674713,0.0012602692,0.005315522,0.5319108,0.0014356822],"about_ca_topic_score_codex":0.02348821,"about_ca_topic_score_gemma":0.0047633485,"teacher_disagreement_score":0.4985143,"about_ca_system_score_codex":0.0010104312,"about_ca_system_score_gemma":0.0017289295,"threshold_uncertainty_score":0.9999564},"labels":[],"label_agreement":null},{"id":"W4232171435","doi":"10.2196/23253","title":"Correction: Undergraduate Medical Students’ Search for Health Information Online: Explanatory Cross-Sectional Study","year":2020,"lang":"en","type":"erratum","venue":"JMIR Medical Informatics","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Cross-sectional study; Medical education; Computer science; Data science; Medicine; Information retrieval; Psychology","score_opus":0.10253922107173694,"score_gpt":0.49747443048651135,"score_spread":0.39493520941477445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232171435","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018248957,0.00040225356,0.003799579,0.09193772,0.83462065,0.02962788,0.0005956296,0.0015742839,0.019193025],"genre_scores_gemma":[0.061963763,0.031575266,0.00520007,0.26943073,0.3955268,0.06719493,0.08554507,0.0010488691,0.08251449],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98026407,0.000780187,0.0032085767,0.00031937315,0.014288535,0.0011392861],"domain_scores_gemma":[0.991511,0.0030566321,0.0013208721,0.00039113476,0.0010474555,0.002672892],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.008441425,0.00045903362,0.0008992102,0.00046312754,0.0018003114,0.00072061084,0.0022329758,0.0022210388,0.0008367719],"category_scores_gemma":[0.015466991,0.00046926353,0.00024686256,0.0010636395,0.0007554914,0.001258686,0.000367297,0.004461704,0.00035886548],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005214052,0.0005550926,0.034215204,0.00096358627,0.000091509966,0.0000024136136,0.091286115,0.0000016527783,4.697647e-10,0.0003340583,0.8530752,0.019423027],"study_design_scores_gemma":[0.0013269654,0.00056296284,0.04598156,0.00038250032,0.00001996402,0.0000060855623,0.048736412,0.0014809408,3.7246615e-8,0.000057876776,0.9010575,0.00038719564],"about_ca_topic_score_codex":0.0025818353,"about_ca_topic_score_gemma":0.0038527304,"teacher_disagreement_score":0.43909386,"about_ca_system_score_codex":0.0024052933,"about_ca_system_score_gemma":0.02986487,"threshold_uncertainty_score":0.9997759},"labels":[],"label_agreement":null},{"id":"W4233596013","doi":"10.13175/swjpcc057-15","title":"Medical image of the week: Kartagener syndrome","year":2015,"lang":"en","type":"article","venue":"Southwest Journal of Pulmonary and Critical Care","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Kartagener Syndrome; Medicine; Dermatology; Internal medicine; Primary ciliary dyskinesia","score_opus":0.07653965482612894,"score_gpt":0.38628980676033003,"score_spread":0.3097501519342011,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4233596013","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97124255,0.0029391174,0.000021212723,0.018093713,0.003986976,0.00014791824,0.000011160019,0.0000065195327,0.003550812],"genre_scores_gemma":[0.99868184,0.000034774177,0.00014942467,0.00017146418,0.0009350697,0.0000065150402,6.6633265e-7,0.0000065462,0.000013719258],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9979162,0.00046480354,0.00034566462,0.00008258129,0.0009764549,0.00021429367],"domain_scores_gemma":[0.9976163,0.0008938503,0.000111216956,0.000091894995,0.0007078116,0.0005789379],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0011631757,0.000066703724,0.00018749463,0.000042217885,0.00023014081,0.000022671138,0.00027275042,0.00014509505,0.0001139832],"category_scores_gemma":[0.010109072,0.000047230817,0.00008462906,0.00019992172,0.0010295063,0.00018597298,0.00004342759,0.0003144273,0.0000044215594],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016965251,0.0006650521,0.58660966,0.0006778949,0.000041305124,0.00084249786,0.31312042,0.0000012283862,0.00011748959,0.075543046,0.0012532632,0.020958506],"study_design_scores_gemma":[0.0006489464,0.0005742013,0.2967724,0.00055301894,0.00019062265,0.0007581527,0.6528691,0.000008609076,0.00009035424,0.029770521,0.017471908,0.00029218604],"about_ca_topic_score_codex":0.000319483,"about_ca_topic_score_gemma":0.00009436783,"teacher_disagreement_score":0.33974868,"about_ca_system_score_codex":0.00007265038,"about_ca_system_score_gemma":0.0012081001,"threshold_uncertainty_score":0.9982292},"labels":[],"label_agreement":null},{"id":"W4233670912","doi":"10.31219/osf.io/62g7z","title":"Barriers and Facilitators of Adherence to Social Distancing Recommendations among a Large International Sample of Adults Recruited in April 2020","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Social distance; Feeling; Psychological intervention; Distancing; Psychology; Public health; Social support; Social psychology; Medicine; Coronavirus disease 2019 (COVID-19); Nursing; Psychiatry","score_opus":0.09988263338612073,"score_gpt":0.41748203105120535,"score_spread":0.3175993976650846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4233670912","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97629243,0.00003243165,0.0012686151,0.014967666,0.0035770147,0.0018695683,0.0009884696,0.000039225666,0.0009645957],"genre_scores_gemma":[0.99474066,0.00013604359,0.0039641014,0.00011353848,0.00031205083,0.000577582,0.0001301199,0.000010485999,0.000015400878],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99782926,0.0003837492,0.00069632364,0.00038891172,0.00044498692,0.00025676526],"domain_scores_gemma":[0.99735326,0.0015259506,0.00040726486,0.00011271877,0.0003245616,0.00027627486],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0010285244,0.00013281101,0.00036274036,0.00017096747,0.00016761034,0.000027312304,0.00034739246,0.00025014568,0.0006097679],"category_scores_gemma":[0.01947689,0.00016237776,0.0000668548,0.00058631063,0.00020914762,0.000117278825,0.00026318055,0.00035492412,0.0000019149286],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007357205,0.00003975753,0.54327697,0.00024822788,0.000028702407,3.00596e-7,0.43669188,0.0000040437826,0.000017014008,0.0049703834,0.001375517,0.013273645],"study_design_scores_gemma":[0.0009821719,0.00013732663,0.5617192,0.0011618539,0.0000362457,5.0530954e-8,0.40676033,0.00041459018,0.00011397665,0.010722475,0.017370341,0.00058143353],"about_ca_topic_score_codex":0.06428019,"about_ca_topic_score_gemma":0.078382954,"teacher_disagreement_score":0.029931547,"about_ca_system_score_codex":0.00042514078,"about_ca_system_score_gemma":0.0009900972,"threshold_uncertainty_score":0.98878247},"labels":[],"label_agreement":null},{"id":"W4233911765","doi":"10.2196/preprints.16540","title":"Exploring the Characteristics and Behaviors of Nurses Who Have Attained Microcelebrity Status on Instagram: Content Analysis (Preprint)","year":2019,"lang":"en","type":"preprint","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Influencer marketing; Social media; Content analysis; Context (archaeology); Psychology; Narrative; Exploratory research; Nursing; Medicine; Sociology; World Wide Web; Computer science","score_opus":0.3066674914213212,"score_gpt":0.4121026025148485,"score_spread":0.10543511109352727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4233911765","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99003386,0.000074613694,0.00004083862,0.0016771329,0.004253254,0.0026483135,0.000084045234,0.00005507646,0.0011328632],"genre_scores_gemma":[0.9954243,0.0027752896,0.00013389255,0.00011027121,0.0003538695,0.0008290489,0.000056302157,0.000019144532,0.0002979021],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99715877,0.0005093712,0.0006714268,0.0005515552,0.000631344,0.0004775257],"domain_scores_gemma":[0.9956532,0.0022799259,0.0006991734,0.00061757315,0.00052139035,0.00022870644],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012125126,0.00024619565,0.0006922801,0.00026900024,0.00035805898,0.00013258244,0.00041303743,0.0002443492,0.0000937625],"category_scores_gemma":[0.0033052051,0.0002065078,0.00021508409,0.00037150522,0.0005070107,0.0001123661,0.00026274243,0.0006245616,0.000008363336],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031153457,0.00012972638,0.8833285,0.00014685061,0.00017252109,4.573912e-7,0.09707189,0.000020796744,0.00003161315,0.0013432589,0.000044251967,0.017679004],"study_design_scores_gemma":[0.0001085638,0.000041587467,0.95214826,0.00013467396,0.0004159474,3.5343167e-8,0.0454289,0.000036969177,0.00028214153,0.00012464014,0.00106996,0.0002083484],"about_ca_topic_score_codex":0.09763073,"about_ca_topic_score_gemma":0.012577734,"teacher_disagreement_score":0.085053,"about_ca_system_score_codex":0.0005311296,"about_ca_system_score_gemma":0.00093954324,"threshold_uncertainty_score":0.90837824},"labels":[],"label_agreement":null},{"id":"W4233946130","doi":"10.2196/26225","title":"Correction: Documenting Social Media Engagement as Scholarship: A New Model for Assessing Academic Accomplishment for the Health Professions","year":2020,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fleming College","funders":"Reseau canadien de recherche respiratoire","keywords":"Scholarship; Social media; Psychology; Health professions; Data science; Computer science; World Wide Web; Medical education; Sociology; Applied psychology; Health care; Medicine; Political science","score_opus":0.6580395612462179,"score_gpt":0.6430574579979362,"score_spread":0.014982103248281642,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4233946130","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.035688177,0.0013342828,0.06108959,0.8863232,0.012550776,0.0027663107,0.0000024628055,0.000029336852,0.00021582744],"genre_scores_gemma":[0.96340096,0.0012576708,0.0027839963,0.0052340264,0.025986161,0.0006454174,0.000005262337,0.00003402307,0.0006524725],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9923547,0.0017302044,0.000913803,0.00022211333,0.0040109535,0.0007682208],"domain_scores_gemma":[0.9701267,0.026521545,0.00068571354,0.00009487332,0.0011571512,0.0014140398],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.035538226,0.000101902035,0.0003004518,0.00014151917,0.0017918961,0.00033019425,0.0012675861,0.00029938418,0.00031306775],"category_scores_gemma":[0.1285673,0.0000749345,0.0001643781,0.0004920768,0.00031035984,0.00049396994,0.00019804385,0.0035102712,0.000008667495],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017829545,0.00007781243,0.0005867948,0.00009965517,0.000050166815,0.0000012745068,0.28552052,0.000009130557,0.000009835776,0.00699526,0.4440867,0.26238456],"study_design_scores_gemma":[0.0032084282,0.00076163985,0.002482718,0.0022620764,0.0000856744,0.000009688546,0.28070167,0.06526208,0.0000829416,0.03007836,0.6147601,0.00030459554],"about_ca_topic_score_codex":0.0008636809,"about_ca_topic_score_gemma":0.0005551758,"teacher_disagreement_score":0.9277128,"about_ca_system_score_codex":0.0010545166,"about_ca_system_score_gemma":0.01280164,"threshold_uncertainty_score":0.9995076},"labels":[],"label_agreement":null},{"id":"W4234236215","doi":"10.2196/preprints.20803","title":"Determination of Patient Sentiment and Emotion in Ophthalmology: Infoveillance Tutorial on Web-Based Health Forum Discussions (Preprint)","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Sentiment analysis; Social media; Computer science; World Wide Web; Subspecialty; Preprint; Psychology; Information retrieval; Natural language processing","score_opus":0.0615111235659722,"score_gpt":0.3954325490297612,"score_spread":0.333921425463789,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4234236215","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9359585,0.000053416126,0.0001704525,0.047576353,0.010447759,0.004089377,0.000026219817,0.000069286216,0.0016086529],"genre_scores_gemma":[0.9960877,0.00012291891,0.00221523,0.00035112858,0.00045579975,0.0006817204,0.00006160911,0.0000135588125,0.000010366658],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99708045,0.0008565386,0.00069525815,0.00049091614,0.0005396204,0.00033720504],"domain_scores_gemma":[0.99772245,0.0010338349,0.00065880746,0.00024475684,0.00011095443,0.00022920662],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00085050677,0.0001750803,0.00040428076,0.00020599329,0.00020542767,0.00003130886,0.00017206933,0.000335386,0.0000721125],"category_scores_gemma":[0.0024094346,0.00016964298,0.00006784898,0.0002531597,0.00016643315,0.00006126051,0.0001730469,0.00041867179,0.000006385786],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044572845,0.0016981391,0.45031714,0.0026518547,0.000030312392,0.000012544115,0.211969,0.0011231452,0.00015084827,0.023293395,0.0012969429,0.30701095],"study_design_scores_gemma":[0.0054783667,0.0036564106,0.8327526,0.0066147884,0.000058784917,0.0000034951565,0.068337694,0.010960521,0.0014510573,0.05174245,0.016792597,0.002151253],"about_ca_topic_score_codex":0.007917584,"about_ca_topic_score_gemma":0.0021251831,"teacher_disagreement_score":0.38243544,"about_ca_system_score_codex":0.0009697996,"about_ca_system_score_gemma":0.002298007,"threshold_uncertainty_score":0.99868876},"labels":[],"label_agreement":null},{"id":"W4234778574","doi":"10.1093/ibd/izy019.027","title":"P024 CROHN’S DISEASE MESSAGING ON TWITTER: WHO’S TALKING?","year":2018,"lang":"en","type":"article","venue":"Inflammatory Bowel Diseases","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social media; World Wide Web; Computer science; Dissemination; Medicine","score_opus":0.041355104936772864,"score_gpt":0.3549583554269288,"score_spread":0.3136032504901559,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4234778574","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9718307,0.0003789381,0.000009318562,0.004069615,0.005948226,0.0011144292,0.000030473248,0.0004555875,0.01616269],"genre_scores_gemma":[0.9902932,0.000082231854,0.000027788683,0.002037753,0.0061669433,0.00073051074,0.000012336498,0.00004502592,0.00060421106],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99717754,0.0004210042,0.0003646613,0.00046473162,0.00086682494,0.00070520805],"domain_scores_gemma":[0.9971562,0.0008622175,0.0001964935,0.00045834147,0.00024780896,0.0010789273],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00044551364,0.00022625676,0.00019511247,0.00018734449,0.0014022434,0.00020006967,0.0004321357,0.0001085387,0.00087587937],"category_scores_gemma":[0.0037936778,0.00024301728,0.000132193,0.0003051559,0.0009808899,0.00042026764,0.00005999778,0.00016919857,0.0008693324],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031053188,0.0002298818,0.91355824,0.00015388946,0.000031466294,0.00014846963,0.025634069,0.0000040030704,0.0000060256366,0.023248402,0.027536362,0.009138629],"study_design_scores_gemma":[0.0001907198,0.000026926935,0.8351973,0.00018691021,0.000042362208,1.2321951e-7,0.0020503295,0.00001739251,0.000010854816,0.0027876382,0.15922725,0.00026215456],"about_ca_topic_score_codex":0.0005394001,"about_ca_topic_score_gemma":0.00031512108,"teacher_disagreement_score":0.13169089,"about_ca_system_score_codex":0.0004562771,"about_ca_system_score_gemma":0.0013435975,"threshold_uncertainty_score":0.9999086},"labels":[],"label_agreement":null},{"id":"W4235315605","doi":"10.15353/cjo.80.261","title":"Mhealth","year":2018,"lang":"en","type":"article","venue":"Canadian journal of optometry/CJO. Canadian journal of optometry","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Internet privacy; mHealth; Patient portal; Health care; Digital health; World Wide Web; Business; Computer science; Political science","score_opus":0.0693365553255058,"score_gpt":0.44508288799470763,"score_spread":0.3757463326692018,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4235315605","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9443027,0.0042697033,0.00036203256,0.0143916495,0.028963478,0.00047572394,0.000065151806,0.00001133906,0.0071582547],"genre_scores_gemma":[0.982254,0.00040480605,0.0031442798,0.0013492279,0.012522871,0.0000063348393,0.0000032572298,0.000084145184,0.00023102282],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9929183,0.0008408719,0.002136028,0.00031925555,0.0015363827,0.0022491252],"domain_scores_gemma":[0.9775037,0.0013521858,0.0025046198,0.0004049188,0.0050746603,0.013159884],"candidate_categories":["metaresearch","metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0073103434,0.00041806398,0.0010562262,0.0088812,0.0021609329,0.00056118646,0.0020506824,0.0006204687,0.0036151714],"category_scores_gemma":[0.010787287,0.0004456819,0.00048006812,0.0067095184,0.0019025012,0.0013450627,0.000016361984,0.001701956,0.00016795685],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00002926105,0.000028118286,0.9521325,0.000050444905,0.00013972704,0.0003097248,0.014018228,0.000009005495,0.000009736403,0.00013079499,0.026796028,0.006346386],"study_design_scores_gemma":[0.00084375875,0.00051523274,0.7908301,0.00044104477,0.0001348361,0.00058333174,0.008915845,0.0000063199873,0.0000848968,0.000054590982,0.19712915,0.00046090875],"about_ca_topic_score_codex":0.09678,"about_ca_topic_score_gemma":0.086483955,"teacher_disagreement_score":0.17033312,"about_ca_system_score_codex":0.005831883,"about_ca_system_score_gemma":0.06585671,"threshold_uncertainty_score":0.9997995},"labels":[],"label_agreement":null},{"id":"W4235320681","doi":"10.2196/preprints.11534","title":"Digital Marketing to Promote Healthy Weight Gain Among Pregnant Women in Alberta: An Implementation Study (Preprint)","year":2018,"lang":"en","type":"preprint","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Advertising; Social media; Promotion (chess); Headline; Digital advertising; Online advertising; Digital media; Social marketing; Social media marketing; Digital marketing; Psychology; Business; Political science; Marketing; Computer science; The Internet; World Wide Web","score_opus":0.05910151996655554,"score_gpt":0.4227584660735192,"score_spread":0.36365694610696364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4235320681","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96785057,0.000011581639,0.000021783673,0.0028278145,0.004486104,0.017284375,0.0000114848435,0.0001444101,0.0073618717],"genre_scores_gemma":[0.98475724,0.000042224154,0.00055388483,0.000159337,0.0017903211,0.012117665,0.000058607933,0.00005059254,0.0004701399],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99344546,0.001962171,0.0010942498,0.0012222149,0.0009236503,0.0013522287],"domain_scores_gemma":[0.9959327,0.0016682058,0.00051067077,0.00065712555,0.0002926522,0.0009386261],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.009440796,0.0003328799,0.00051528454,0.00038055543,0.00052928436,0.000481516,0.00074327516,0.00032965408,0.0008852675],"category_scores_gemma":[0.0073972717,0.00036067114,0.00006007964,0.00064062764,0.00015046856,0.00061257987,0.00060722925,0.0005277252,0.00009664748],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000065290864,0.0004923997,0.5692939,0.0000916847,0.000014543018,0.0000012892498,0.3477114,0.000005177997,7.459719e-7,0.000040213185,0.00012350157,0.08215983],"study_design_scores_gemma":[0.0004581384,0.0005799397,0.80038327,0.00034209402,0.0000096366175,1.2021424e-7,0.19338804,0.00003453955,0.000010889879,0.0012420953,0.0030661586,0.00048506953],"about_ca_topic_score_codex":0.17004797,"about_ca_topic_score_gemma":0.44856596,"teacher_disagreement_score":0.27851796,"about_ca_system_score_codex":0.0040966496,"about_ca_system_score_gemma":0.002927534,"threshold_uncertainty_score":0.99988455},"labels":[],"label_agreement":null},{"id":"W4235489159","doi":"10.2196/jmir.2041","title":"Correction: Can Tweets Predict Citations? Metrics of Social Impact Based on Twitter and Correlation with Traditional Metrics of Scientific Impact","year":2012,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network","funders":"","keywords":"Section (typography); Computer science; Citation; Information retrieval; Disk formatting; Upload; Social media; The Internet; World Wide Web","score_opus":0.29438978094548907,"score_gpt":0.525112384700924,"score_spread":0.23072260375543496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4235489159","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9894215,0.00018262028,0.00086082687,0.0041010804,0.0041624885,0.00035893795,0.000017464281,0.000005316743,0.000889804],"genre_scores_gemma":[0.99809176,0.0000379345,0.00016150382,0.000033118296,0.0015655105,0.000016312059,0.000013707073,0.000010612882,0.00006956971],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9916238,0.0012822466,0.0006345208,0.0001317945,0.0058976524,0.00042997874],"domain_scores_gemma":[0.9864562,0.010133435,0.00058684224,0.00009217195,0.0020105103,0.00072080694],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.016412806,0.00009723417,0.00030379722,0.0018232374,0.0002859563,0.000081659775,0.00033196708,0.0002502063,0.0012449379],"category_scores_gemma":[0.029311942,0.000071175935,0.00012527494,0.00309936,0.0013652515,0.00032106583,0.000023545812,0.0010245745,0.000002563775],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00070178916,0.0014278238,0.82291496,0.00010864118,0.00016441621,0.000006473729,0.057441086,0.000059679678,0.000035607165,0.0011120549,0.091842644,0.024184817],"study_design_scores_gemma":[0.0011424074,0.0022821592,0.9794246,0.00040624558,0.000058354675,0.000021270045,0.0075554685,0.007057519,0.00019302599,0.00030366247,0.0014396268,0.00011565802],"about_ca_topic_score_codex":0.002592247,"about_ca_topic_score_gemma":0.00022024912,"teacher_disagreement_score":0.15650964,"about_ca_system_score_codex":0.0010106626,"about_ca_system_score_gemma":0.004005172,"threshold_uncertainty_score":0.99966806},"labels":[],"label_agreement":null},{"id":"W4236712539","doi":"10.26443/el.v18i1.59","title":"Editorial","year":2017,"lang":"en","type":"editorial","venue":"Education Libraries","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Political science","score_opus":0.05231902857143892,"score_gpt":0.40896505275109496,"score_spread":0.356646024179656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4236712539","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000011296242,0.0011334541,0.0000019010093,0.0057242666,0.9246215,0.0010429721,0.00004782861,0.00023372828,0.06718303],"genre_scores_gemma":[0.000016338789,0.0007086353,0.00041879044,0.00005899457,0.980595,0.0017862506,0.00076850044,0.00006091138,0.015586562],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965024,0.00042614667,0.00038448314,0.00046039987,0.0017195392,0.0005070037],"domain_scores_gemma":[0.9906434,0.0064856866,0.0007840506,0.00075456244,0.00095265097,0.0003796954],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0010226234,0.00025270914,0.00035985283,0.00019053856,0.0026847266,0.0014779241,0.001210857,0.002009985,0.0006353647],"category_scores_gemma":[0.08348847,0.0002995541,0.00010469252,0.00018549147,0.00085514557,0.0015781755,0.00007552479,0.0010125816,0.0003754263],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010398199,0.00007843421,0.00010251468,0.00006149929,0.0000108618015,6.4845274e-8,0.018295683,1.8375955e-8,9.2792945e-8,0.009536347,0.9600097,0.011894409],"study_design_scores_gemma":[0.00008000566,0.000016300672,0.00007051486,0.00011806267,0.00002966734,1.6246906e-8,0.0024312157,2.3133119e-8,0.0000020123573,0.009164831,0.9878078,0.00027952567],"about_ca_topic_score_codex":0.0116120465,"about_ca_topic_score_gemma":0.0010911931,"teacher_disagreement_score":0.08246585,"about_ca_system_score_codex":0.00050636765,"about_ca_system_score_gemma":0.06812791,"threshold_uncertainty_score":0.99994564},"labels":[],"label_agreement":null},{"id":"W4237363740","doi":"10.2196/preprints.16504","title":"Blended Learning Compared to Traditional Learning in Medical Education: Systematic Review and Meta-Analysis (Preprint)","year":2019,"lang":"en","type":"preprint","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hotel Dieu Hospital","funders":"","keywords":"Blended learning; Computer science; Educational technology; Artificial intelligence; Active learning (machine learning); Preprint; Machine learning; Psychology; Mathematics education; World Wide Web","score_opus":0.23916080607121734,"score_gpt":0.4503866267821038,"score_spread":0.21122582071088644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237363740","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.042575195,0.21659061,0.0022413104,0.59852767,0.010248711,0.07103655,0.00003194528,0.0011382613,0.05760971],"genre_scores_gemma":[0.96017987,0.010069821,0.0018516576,0.0060315044,0.0005683872,0.017372457,0.00024107567,0.000042363492,0.0036428622],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9922551,0.0038471043,0.0012485328,0.00077778497,0.0014923888,0.00037912646],"domain_scores_gemma":[0.9933131,0.0046718842,0.0006464019,0.0004107893,0.00038766107,0.00057018927],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0076433066,0.0002758948,0.002696652,0.00052724214,0.00031171594,0.00013607455,0.000561187,0.00040490399,0.008118683],"category_scores_gemma":[0.034502715,0.00025976545,0.0005347725,0.0012102675,0.00011980124,0.00010579728,0.0002255289,0.0013822597,0.00016354982],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000165468,0.0010354806,0.0407066,0.7048141,0.062090896,0.00000602988,0.14263357,0.011477898,4.3357963e-7,0.031944986,0.004493665,0.0007797859],"study_design_scores_gemma":[0.0005335572,0.00010973788,0.052196555,0.041702192,0.8335036,0.0000095443975,0.055212587,0.0026589627,0.000002090023,0.005808139,0.005352485,0.0029105174],"about_ca_topic_score_codex":0.008581264,"about_ca_topic_score_gemma":0.0073504704,"teacher_disagreement_score":0.9176047,"about_ca_system_score_codex":0.00064615457,"about_ca_system_score_gemma":0.008239408,"threshold_uncertainty_score":0.99998546},"labels":[],"label_agreement":null},{"id":"W4237664144","doi":"10.1093/ibd/izy393.016","title":"P013 UNREGULATED: MEDICAL COMPANIES USE SOCIAL MEDIA TO SELL ALTERNATIVE TREATMENTS FOR INFLAMMATORY BOWEL DISEASE","year":2019,"lang":"en","type":"article","venue":"Inflammatory Bowel Diseases","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social media; Inflammatory bowel disease; Disease; Medicine; Ulcerative colitis; Healthcare industry; Health care; Medical diagnosis; Family medicine; Computer science; World Wide Web; Pathology; Political science","score_opus":0.05332289584735241,"score_gpt":0.3525672032361363,"score_spread":0.2992443073887839,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237664144","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98296237,0.00029350963,0.000019770863,0.0031539444,0.0076723197,0.0047544604,0.0004975313,0.00042361097,0.00022248342],"genre_scores_gemma":[0.99014765,0.00016741696,0.00011555585,0.00094038487,0.0047412063,0.0031458852,0.00024484293,0.00010393901,0.00039313093],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99475276,0.000663351,0.0007890627,0.00076832605,0.0019363558,0.0010901634],"domain_scores_gemma":[0.9915227,0.0047596553,0.00037745934,0.00044977316,0.0005220628,0.0023683484],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00064468756,0.00045502072,0.00048292548,0.000301875,0.0010466662,0.00024633034,0.00077553606,0.00032855058,0.00091811764],"category_scores_gemma":[0.007994623,0.00048136656,0.0003223255,0.00030479574,0.00064402894,0.00095077534,0.00013582222,0.00023348158,0.000687648],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008311439,0.0005561152,0.9053939,0.0003519163,0.00027017348,0.00007299219,0.060047273,0.0001271087,0.00001402584,0.015407918,0.011237904,0.005689507],"study_design_scores_gemma":[0.0014171089,0.000039182174,0.9522436,0.000194823,0.00019777293,3.0819635e-7,0.004884635,0.0002288539,0.000013441832,0.0025068216,0.037711475,0.0005619598],"about_ca_topic_score_codex":0.00064527616,"about_ca_topic_score_gemma":0.0012208704,"teacher_disagreement_score":0.055162635,"about_ca_system_score_codex":0.0009773568,"about_ca_system_score_gemma":0.0030009986,"threshold_uncertainty_score":0.9999952},"labels":[],"label_agreement":null},{"id":"W4237681655","doi":"10.2196/preprints.21142","title":"Recruiting Participants for Population Health Intervention Research: Effectiveness and Costs of Recruitment Methods for a Cohort Study (Preprint)","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University; Université de Montréal; Memorial University of Newfoundland; Centre Hospitalier de l’Université de Montréal; Public Health Agency of Canada","funders":"","keywords":"Snowball sampling; Preprint; Social media; Psychological intervention; Population; Medicine; Psychology; Family medicine; Advertising; Gerontology; Business; Nursing; Environmental health; Computer science; World Wide Web","score_opus":0.7480365938616917,"score_gpt":0.6759585588087241,"score_spread":0.07207803505296762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237681655","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84045994,0.00033275614,0.0473535,0.0028668558,0.0034321405,0.10535358,0.00002467226,0.000093223825,0.00008334637],"genre_scores_gemma":[0.8794908,0.00016791113,0.035477728,0.000029878922,0.0004384213,0.08428714,0.000071635455,0.000029029774,0.0000074763643],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9844515,0.012427762,0.0010442395,0.000873372,0.0005684651,0.0006346982],"domain_scores_gemma":[0.9751812,0.022589836,0.0007588895,0.00029000078,0.0008667629,0.00031327704],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.05954017,0.0001694843,0.00072683475,0.00020249409,0.0006996092,0.00008666421,0.0002463749,0.00024015918,0.000012588986],"category_scores_gemma":[0.050593514,0.00018673585,0.00014139335,0.0003185547,0.00013878114,0.0000928105,0.00027944078,0.00037366815,6.301841e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025936213,0.00045475262,0.37574765,0.0025921373,0.00012295309,5.2678082e-8,0.05780285,0.000013173448,0.000024526906,0.007863285,0.00004425331,0.555075],"study_design_scores_gemma":[0.0010468664,0.0013652927,0.9074056,0.0018068134,0.000103108614,5.3742703e-8,0.045574177,0.00066993147,0.0002614517,0.040924955,0.00060253165,0.00023920172],"about_ca_topic_score_codex":0.07287974,"about_ca_topic_score_gemma":0.010110033,"teacher_disagreement_score":0.5548358,"about_ca_system_score_codex":0.0019314676,"about_ca_system_score_gemma":0.0010939148,"threshold_uncertainty_score":0.9684013},"labels":[],"label_agreement":null},{"id":"W4238419660","doi":"10.2196/preprints.12024","title":"Effects of Mock Facebook Workday Comments on Public Perception of Professional Credibility: A Field Study in Canada (Preprint)","year":2018,"lang":"en","type":"preprint","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo; University of Guelph; University of Calgary","funders":"","keywords":"Credibility; Psychology; Social psychology; Mediation; Test (biology); Public health; Applied psychology; Nursing; Medicine; Political science","score_opus":0.1080005885712182,"score_gpt":0.42134141893781496,"score_spread":0.31334083036659677,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238419660","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9738222,0.000010306198,0.0000077364375,0.0034438716,0.008620625,0.01076134,0.000004891404,0.000021054651,0.0033079688],"genre_scores_gemma":[0.9962322,0.000027717764,0.0000944066,0.00024710418,0.00033155386,0.0028852148,0.000008334444,0.000011255122,0.00016219361],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9956192,0.0017241891,0.00072486367,0.00047942807,0.0011018344,0.00035048812],"domain_scores_gemma":[0.99267226,0.0058532557,0.0005102908,0.00044051526,0.00035084263,0.00017280295],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0020732854,0.00017770326,0.00047899294,0.00017800558,0.00014513794,0.000016519416,0.00053972553,0.00031838464,0.00094620424],"category_scores_gemma":[0.008425952,0.00017535742,0.0000618109,0.00026580007,0.00013910152,0.00006407633,0.00035251555,0.0006170402,0.00000869571],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059432194,0.0012272919,0.91696185,0.0005830804,0.000027009444,6.7549945e-7,0.0678895,0.000007909933,0.000012407357,0.00007894809,0.002335461,0.010816472],"study_design_scores_gemma":[0.00039057934,0.00020571152,0.9521145,0.00066400226,0.0000147612145,1.555959e-8,0.044845924,0.000025832462,0.00016688384,0.0011417328,0.00027564302,0.0001543753],"about_ca_topic_score_codex":0.9764701,"about_ca_topic_score_gemma":0.97978663,"teacher_disagreement_score":0.035152722,"about_ca_system_score_codex":0.0026298764,"about_ca_system_score_gemma":0.01212089,"threshold_uncertainty_score":0.99996704},"labels":[],"label_agreement":null},{"id":"W4238467017","doi":"10.23999/j.dtomp.2019.8.1","title":"DTJournal: Instagram Stories Metrics","year":2019,"lang":"en","type":"article","venue":"Journal of Diagnostics and Treatment of Oral and Maxillofacial Pathology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Analytics; Social media; Quarter (Canadian coin); Advertising; Media studies; History; World Wide Web; Computer science; Sociology; Business; Data science","score_opus":0.08309684872014649,"score_gpt":0.3771208587073668,"score_spread":0.2940240099872203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238467017","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98992777,0.004202374,0.0000103116645,0.0017825817,0.0034167075,0.000287225,0.000009495424,0.000004266574,0.00035926932],"genre_scores_gemma":[0.93419975,0.064608805,0.0009266101,0.000046326724,0.00015417246,0.000007594424,0.0000013281573,0.0000062716927,0.000049137856],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990765,0.00009459573,0.00034063502,0.00009014425,0.00021739966,0.0001807355],"domain_scores_gemma":[0.99861443,0.0005276763,0.00038715018,0.000050733248,0.00025099196,0.00016902706],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003751582,0.00009257033,0.00035525791,0.00017578651,0.00014269013,0.00002457346,0.00005788345,0.00012005704,0.000023860504],"category_scores_gemma":[0.0015070053,0.000071350325,0.0000577715,0.00018780564,0.00024153637,0.00013190095,0.00001398284,0.000079972044,0.0000017835844],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049060305,0.00028816774,0.62229705,0.000014267214,0.000037921593,0.000045547764,0.0129241,9.972877e-7,0.000026155893,0.0081938915,0.000021467617,0.35610133],"study_design_scores_gemma":[0.002249792,0.005824659,0.57746595,0.000041135183,0.00022997294,0.000082841136,0.009448665,0.0000030303106,0.00011182806,0.0056821746,0.39866972,0.00019027016],"about_ca_topic_score_codex":0.0010418778,"about_ca_topic_score_gemma":0.00016463018,"teacher_disagreement_score":0.39864823,"about_ca_system_score_codex":0.00008669251,"about_ca_system_score_gemma":0.0002136551,"threshold_uncertainty_score":0.2909582},"labels":[],"label_agreement":null},{"id":"W4238811071","doi":"10.2196/preprints.15121","title":"Considerations for Health Researchers Using Social Media for Knowledge Translation: Multiple Case Study (Preprint)","year":2019,"lang":"en","type":"preprint","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University; Children's Hospital Research Institute of Manitoba; University of Manitoba; Izaak Walton Killam Health Centre; Dalhousie University; Mount Royal University; University of Calgary; Cochrane; University of Alberta","funders":"","keywords":"Social media; Knowledge translation; Preprint; Set (abstract data type); Best practice; Public relations; Computer science; Knowledge management; Psychology; Data science; World Wide Web; Political science","score_opus":0.7925221496094227,"score_gpt":0.595453463422332,"score_spread":0.19706868618709072,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238811071","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8124066,0.00095991214,0.01994783,0.03683325,0.030890089,0.096527204,0.00058784493,0.00048747045,0.0013597788],"genre_scores_gemma":[0.9551683,0.00004500107,0.029082682,0.00014962534,0.0049808556,0.010367833,0.00007815746,0.000062762156,0.00006475673],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99529004,0.0016260626,0.000897964,0.00082631217,0.0005369817,0.0008226208],"domain_scores_gemma":[0.9386519,0.058868647,0.00044981475,0.00037536435,0.0012633676,0.00039090044],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.007138915,0.00026526357,0.00063978264,0.0002643352,0.003294623,0.00025565203,0.0002707407,0.0005529491,0.0001572632],"category_scores_gemma":[0.035070192,0.0003152429,0.00025880296,0.00028051587,0.00029256812,0.00016438334,0.00011227939,0.0005819086,0.000011646224],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049744907,0.00057887955,0.003070408,0.0007265441,0.00008060257,0.0000030950287,0.97009206,0.0002144156,0.000002863649,0.0021261522,0.0032054083,0.019849833],"study_design_scores_gemma":[0.003525509,0.00025031084,0.0014177704,0.00016445293,0.00015349075,0.000007975229,0.9526168,0.008413312,0.000014802115,0.016794864,0.015811548,0.00082917686],"about_ca_topic_score_codex":0.03558155,"about_ca_topic_score_gemma":0.34492806,"teacher_disagreement_score":0.30934653,"about_ca_system_score_codex":0.0018293204,"about_ca_system_score_gemma":0.017934691,"threshold_uncertainty_score":0.99992996},"labels":[],"label_agreement":null},{"id":"W4238882252","doi":"10.26443/mjm.v5i1.575","title":"Abstracts from the Ninth European Students Conference of the Charité","year":2020,"lang":"en","type":"article","venue":"McGill Journal of Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Ninth; Medicine; Family medicine","score_opus":0.2694943247053949,"score_gpt":0.4169367626877864,"score_spread":0.14744243798239148,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238882252","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6698333,0.00034152108,0.0000071873174,0.31821024,0.004449471,0.0002922367,0.00000690281,0.000006299859,0.0068528587],"genre_scores_gemma":[0.98886675,0.0004155694,0.000034695895,0.007435556,0.003223538,0.0000017992813,4.2905774e-7,0.0000062945956,0.000015385074],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9975399,0.00066011,0.00051241793,0.00007227303,0.0010800848,0.00013525298],"domain_scores_gemma":[0.9972418,0.0013129445,0.00076626404,0.00010923501,0.00037639512,0.0001933767],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0022037788,0.00006146163,0.00019183721,0.000016054879,0.000311986,0.000010117918,0.00093971525,0.000033174616,0.0002535514],"category_scores_gemma":[0.011009723,0.000031449952,0.000046232068,0.00023626524,0.00041378345,0.000076451586,0.00004766782,0.00034808528,0.0000109881785],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015994166,0.00027190088,0.23958746,0.00006189466,0.0001972482,0.000038412043,0.56033564,0.000016897353,0.0038701217,0.005259945,0.0669624,0.12323816],"study_design_scores_gemma":[0.0006906203,0.00016699579,0.7432536,0.00036631452,0.00006749558,0.0000017053139,0.02209534,0.0000016189359,0.0001792996,0.00051122357,0.23261675,0.000049033202],"about_ca_topic_score_codex":0.002242036,"about_ca_topic_score_gemma":0.00020465381,"teacher_disagreement_score":0.5382403,"about_ca_system_score_codex":0.000052978787,"about_ca_system_score_gemma":0.00017372106,"threshold_uncertainty_score":0.99732095},"labels":[],"label_agreement":null},{"id":"W4239032910","doi":"10.2196/preprints.25070","title":"Documenting Social Media Engagement as Scholarship: A New Model for Assessing Academic Accomplishment for the Health Professions (Preprint)","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fleming College","funders":"","keywords":"Scholarship; Social media; Mentorship; Promotion (chess); Public relations; Scholarly communication; Altmetrics; Political science; Sociology; Medical education; Library science; Medicine; Computer science; Publishing; Politics","score_opus":0.5487710914919692,"score_gpt":0.5633071463695868,"score_spread":0.014536054877617555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239032910","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022492837,0.0012611048,0.22659303,0.68298113,0.024269575,0.040109325,0.00007617736,0.0007242895,0.0014925238],"genre_scores_gemma":[0.81643397,0.0016619443,0.10432178,0.011430618,0.022932883,0.04172221,0.0002989908,0.00018434488,0.0010132736],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9942134,0.001097794,0.00120879,0.001047269,0.0012120928,0.0012206587],"domain_scores_gemma":[0.9811637,0.015931986,0.001357447,0.0004154521,0.00043687102,0.0006945515],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.010422954,0.0003926443,0.00064745254,0.00012284468,0.006195984,0.0007508636,0.0015351315,0.0007754735,0.00011386071],"category_scores_gemma":[0.032239065,0.00034941503,0.00037879235,0.00032174797,0.00019029027,0.0004927345,0.0010271424,0.0027612501,0.000019721267],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006539019,0.00010173084,0.0010693419,0.0010133248,0.00012609611,1.06972884e-7,0.6839323,0.00037890137,0.000024664192,0.10628682,0.036653,0.17034835],"study_design_scores_gemma":[0.0013902497,0.00004944144,0.005361047,0.0013383786,0.00030614497,1.8255652e-7,0.18115728,0.013048685,0.00005326466,0.73034275,0.06593925,0.0010133067],"about_ca_topic_score_codex":0.0042051566,"about_ca_topic_score_gemma":0.0031768803,"teacher_disagreement_score":0.79394114,"about_ca_system_score_codex":0.0023757135,"about_ca_system_score_gemma":0.022773275,"threshold_uncertainty_score":0.9998958},"labels":[],"label_agreement":null},{"id":"W4239224622","doi":"10.2196/preprints.16927","title":"Facebook-Based Social Marketing to Reduce Smoking in Australia’s First Nations Communities: An Analysis of Reach, Shares, and Likes (Preprint)","year":2019,"lang":"en","type":"preprint","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Appeal; Tobacco control; Advertising; Promotion (chess); Social media; Medicine; Business; Political science; Public health; Nursing; Law; Politics","score_opus":0.2033043159678209,"score_gpt":0.44498025685244447,"score_spread":0.24167594088462357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239224622","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98641646,0.000028238714,0.00006688661,0.0032733309,0.0010766584,0.0032826322,0.00010931608,0.00008116022,0.0056652892],"genre_scores_gemma":[0.9966704,0.000115351635,0.0010942271,0.00009638272,0.0002613611,0.0013795054,0.00021614177,0.000020851752,0.00014578181],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99609584,0.0016682526,0.0007412895,0.00046232142,0.00060937327,0.00042292298],"domain_scores_gemma":[0.99036556,0.008085023,0.0004914241,0.0004957496,0.00036926827,0.00019298741],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004710933,0.0002219407,0.00063975283,0.0014076976,0.000774707,0.00016639709,0.0006701043,0.0005253448,0.00091290765],"category_scores_gemma":[0.0052205226,0.00027841047,0.00014279885,0.001221931,0.00027701183,0.00014474145,0.00031173625,0.00063166086,0.000005285306],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050032886,0.0001649027,0.5521218,0.00070439704,0.00017548373,3.8667451e-7,0.43539068,0.006301516,0.000011523591,0.0024707548,0.00016129242,0.0024472205],"study_design_scores_gemma":[0.0002216853,0.000026770518,0.82971334,0.0008000478,0.0002792536,3.457245e-8,0.16453609,0.0012914459,0.000036548918,0.00031748862,0.0023374965,0.00043979016],"about_ca_topic_score_codex":0.45170113,"about_ca_topic_score_gemma":0.7141725,"teacher_disagreement_score":0.27759156,"about_ca_system_score_codex":0.001029632,"about_ca_system_score_gemma":0.001254715,"threshold_uncertainty_score":0.9999668},"labels":[],"label_agreement":null},{"id":"W4239225770","doi":"10.1287/isre.1110.0356","title":"About Our Authors","year":2011,"lang":"en","type":"article","venue":"Information Systems Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science; Business; Data science; Knowledge management","score_opus":0.601740582933904,"score_gpt":0.5610435403900526,"score_spread":0.040697042543851425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239225770","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15133363,0.00030118873,0.00031749808,0.002695089,0.020871714,0.0047425916,0.000008930565,0.00033152293,0.81939787],"genre_scores_gemma":[0.99664354,0.000086399974,0.00012952923,0.00004885365,0.001000927,0.0012610912,0.000009008765,0.0000058947167,0.0008147467],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99657357,0.00096917467,0.0004208362,0.00008185297,0.0014205105,0.00053403137],"domain_scores_gemma":[0.99761206,0.00042529308,0.00012572033,0.00019785008,0.0012369157,0.00040215178],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0076642823,0.000054796135,0.00010020796,0.0004283326,0.0009573752,0.00021221655,0.00034369365,0.00018314319,0.0000882938],"category_scores_gemma":[0.007707773,0.00005517436,0.00002565279,0.00097425544,0.000118805816,0.0015164033,0.00003277579,0.00032140958,0.0035178175],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018504963,0.000024597512,0.015069122,0.00013150572,0.0000067713167,5.188856e-7,0.77862376,0.0000011090186,0.0000015196413,0.15181738,0.02400542,0.030299777],"study_design_scores_gemma":[0.000080146696,0.00002739939,0.00722574,0.0000435887,7.276638e-7,5.25258e-7,0.26588392,0.00003283666,0.000010235681,0.00023195105,0.72639877,0.00006416419],"about_ca_topic_score_codex":0.041963425,"about_ca_topic_score_gemma":0.00023493762,"teacher_disagreement_score":0.8453099,"about_ca_system_score_codex":0.0004532551,"about_ca_system_score_gemma":0.0013012502,"threshold_uncertainty_score":0.99725807},"labels":[],"label_agreement":null},{"id":"W4239449462","doi":"10.3109/0142159x.2010.505849","title":"eMedical Teacher","year":2010,"lang":"en","type":"article","venue":"Medical Teacher","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"NOSM University","funders":"","keywords":"Psychology; Medical education; Medicine","score_opus":0.08242028390045505,"score_gpt":0.44401379709465316,"score_spread":0.3615935131941981,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239449462","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6859598,0.00006777084,0.000059483627,0.066732965,0.014159454,0.00046255806,2.5407223e-7,0.00025343953,0.23230426],"genre_scores_gemma":[0.96665806,0.000053251424,0.0003785674,0.0010287319,0.01772081,0.00042340747,0.000006338676,0.000027939086,0.01370292],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968112,0.00043056722,0.00027967762,0.00025323738,0.001669212,0.000556075],"domain_scores_gemma":[0.99791956,0.00052253663,0.000064457796,0.00023573593,0.00007254797,0.0011851877],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004072711,0.00010230161,0.00016804412,0.000056098597,0.0004083895,0.000032254044,0.00048700822,0.0006677967,0.14718819],"category_scores_gemma":[0.045670316,0.000092947834,0.0000634242,0.00029430693,0.0010529445,0.0001020518,0.00004275089,0.0015413037,0.00089148903],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000102327895,0.0006548168,0.2930242,0.000017720331,0.000019174417,0.000019040874,0.05487755,1.0922558e-8,0.000028505643,0.033402715,0.14970572,0.4682403],"study_design_scores_gemma":[0.00020730343,0.00001329622,0.016963612,0.0000118862745,0.000007602095,0.000001655897,0.0017969889,0.00006705773,0.0000029262062,0.0013683214,0.9794376,0.00012176952],"about_ca_topic_score_codex":0.004814007,"about_ca_topic_score_gemma":0.0048165983,"teacher_disagreement_score":0.8297318,"about_ca_system_score_codex":0.000102741826,"about_ca_system_score_gemma":0.0014047041,"threshold_uncertainty_score":0.99988645},"labels":[],"label_agreement":null},{"id":"W4240261061","doi":"10.3109/0142159x.2011.575005","title":"eMedical Teacher","year":2011,"lang":"en","type":"article","venue":"Medical Teacher","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"NOSM University","funders":"","keywords":"Psychology; Medical education; Medicine; Mathematics education","score_opus":0.23881737278977827,"score_gpt":0.43807073976544614,"score_spread":0.19925336697566787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4240261061","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31983566,0.00024874715,0.00018701314,0.015622945,0.007047805,0.00057207723,2.3978242e-7,0.00031346298,0.65617204],"genre_scores_gemma":[0.9750065,0.00014708031,0.0005638342,0.0010517237,0.00785841,0.00052328233,0.0000045131683,0.000032230448,0.014812381],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968221,0.00066452794,0.0002946083,0.00024521071,0.0014204505,0.00055309915],"domain_scores_gemma":[0.9983772,0.00025468066,0.00006799948,0.00019922157,0.00006213899,0.0010387328],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0032563224,0.000102093436,0.00017264648,0.000057483943,0.00031838912,0.000013442206,0.00045843422,0.00047483202,0.18818834],"category_scores_gemma":[0.020611512,0.000092801485,0.00006410958,0.00029558808,0.0008678487,0.000107891094,0.00004336428,0.0006368825,0.0010188229],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019895258,0.00086343416,0.34053293,0.000019082241,0.000027830549,0.00003087824,0.24017689,3.4678391e-9,8.64995e-7,0.025135895,0.09212991,0.30106238],"study_design_scores_gemma":[0.00030602317,0.00004142052,0.04584529,0.000036302765,0.00001660146,0.000001710684,0.008069871,0.00004076598,0.0000036023487,0.003303323,0.94214356,0.00019151812],"about_ca_topic_score_codex":0.010316577,"about_ca_topic_score_gemma":0.0012567645,"teacher_disagreement_score":0.8500137,"about_ca_system_score_codex":0.00019407718,"about_ca_system_score_gemma":0.0010454429,"threshold_uncertainty_score":0.999759},"labels":[],"label_agreement":null},{"id":"W4240312928","doi":"10.2196/preprints.26586","title":"Computer-Mediated Communication in Adults With and Without Moderate-to-Severe Traumatic Brain Injury: Survey of Social Media Use (Preprint)","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Social media; Traumatic brain injury; Psychology; Usability; Social support; Clinical psychology; Psychiatry; Social psychology; Computer science; World Wide Web","score_opus":0.1635232246363007,"score_gpt":0.3937343078737748,"score_spread":0.23021108323747408,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4240312928","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9856732,0.000030287492,0.00032286945,0.008983455,0.0005827891,0.0038405317,0.00015680597,0.00012343981,0.0002866045],"genre_scores_gemma":[0.99124485,0.0001863013,0.00681323,0.00041965584,0.0001733457,0.00060896494,0.0005080661,0.000039853043,0.000005736696],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99450165,0.0029495407,0.0008396633,0.0006244502,0.0006943491,0.0003903311],"domain_scores_gemma":[0.98910844,0.008921312,0.0005902633,0.00044477088,0.0005846959,0.00035051972],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0026134786,0.0002936713,0.00081947725,0.00024235321,0.00025939828,0.00014775417,0.000630473,0.00053553947,0.000056463552],"category_scores_gemma":[0.011938621,0.00030588583,0.000040464136,0.00084231724,0.00046046573,0.00022942411,0.00045319952,0.00081567426,0.000011833363],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009314617,0.00021195125,0.34258237,0.0006065165,0.000047852536,4.8946856e-7,0.6449374,0.00013634727,0.0000035639714,0.0014812521,0.00077563815,0.00828516],"study_design_scores_gemma":[0.0007617798,0.00007078987,0.98792636,0.0008096304,0.000014323129,1.5265681e-7,0.007613951,0.001662119,0.0000061553683,0.0007125089,0.00006310937,0.0003591173],"about_ca_topic_score_codex":0.15974493,"about_ca_topic_score_gemma":0.44037434,"teacher_disagreement_score":0.645344,"about_ca_system_score_codex":0.00038545887,"about_ca_system_score_gemma":0.0019573455,"threshold_uncertainty_score":0.9999393},"labels":[],"label_agreement":null},{"id":"W4240360272","doi":"10.31219/osf.io/ptmcw","title":"Immune Boosting in the Time of COVID: Selling Immunity on Instagram","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Alberta Innovates; Government of Canada; Ministero dello Sviluppo Economico; Government of Alberta","keywords":"Boosting (machine learning); Coronavirus disease 2019 (COVID-19); Pandemic; Immune system; Herd immunity; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Business; Computer science; Medicine; Immunology; Artificial intelligence; Virology; Infectious disease (medical specialty); Vaccination; Disease","score_opus":0.19610618772979602,"score_gpt":0.43296165921143326,"score_spread":0.23685547148163724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4240360272","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8886815,0.0003584472,0.000075062155,0.043681785,0.0041443505,0.003547822,0.00001096043,0.0001407517,0.059359364],"genre_scores_gemma":[0.9971039,0.0002475508,0.0005265454,0.0009646472,0.00078772975,0.00028223044,0.00003277512,0.000013444875,0.000041169205],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9968542,0.0015289134,0.0005303014,0.00023435333,0.0005697261,0.0002825289],"domain_scores_gemma":[0.9926948,0.0063741133,0.00040017834,0.0003360935,0.000107062515,0.000087743116],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0037865264,0.00013430623,0.00031681583,0.00009733831,0.00036734395,0.000055546,0.000820999,0.00031072882,0.00018930344],"category_scores_gemma":[0.011431494,0.00011488259,0.00008701052,0.00051258673,0.00021583823,0.00004601829,0.00015307347,0.0011788994,0.00006218938],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004302093,0.00030883533,0.01008139,0.00047529623,0.000026809494,0.0000027183064,0.9415699,0.00032606136,0.00010291668,0.022296892,0.00055497745,0.024211148],"study_design_scores_gemma":[0.0011896349,0.00049682695,0.24866076,0.002639197,0.0001590542,8.129363e-7,0.539529,0.0023748141,0.00083584344,0.09310401,0.10915844,0.0018515867],"about_ca_topic_score_codex":0.096687265,"about_ca_topic_score_gemma":0.0025563077,"teacher_disagreement_score":0.40204093,"about_ca_system_score_codex":0.00037181488,"about_ca_system_score_gemma":0.0017251674,"threshold_uncertainty_score":0.9968956},"labels":[],"label_agreement":null},{"id":"W4240444969","doi":"10.2196/preprints.17729","title":"A Mobile Medical Knowledge Dissemination Platform (HeadToToe): Mixed Methods Study (Preprint)","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Computer science; Preprint; Quality (philosophy); World Wide Web; Task (project management); Multimedia; Information retrieval; Engineering","score_opus":0.15038746343167433,"score_gpt":0.5467106419479492,"score_spread":0.39632317851627485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4240444969","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7769929,0.0013623592,0.012470145,0.009314351,0.06466459,0.03258587,0.000019301484,0.0018271777,0.10076327],"genre_scores_gemma":[0.95992416,0.0005585284,0.013719482,0.00012991858,0.0043945885,0.02050357,0.000069753194,0.00006310625,0.0006369],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99291295,0.0027321975,0.0010158176,0.0010988581,0.0016056715,0.0006344809],"domain_scores_gemma":[0.98684037,0.010515378,0.00043987844,0.00064844,0.000490969,0.0010649486],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009923363,0.00036585217,0.0007361879,0.00021642755,0.000653125,0.0001832597,0.0013041908,0.0011115982,0.0030297136],"category_scores_gemma":[0.04579826,0.00037854104,0.00021031094,0.00074906414,0.0003452528,0.00016758357,0.0012048578,0.0015893051,0.00038352728],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015875383,0.0010762924,0.0051364508,0.00025567095,0.00006513728,0.0000043389205,0.45652118,0.00000199397,0.000010020673,0.0035586182,0.005695325,0.5276591],"study_design_scores_gemma":[0.0010314792,0.000899965,0.0819842,0.0010193748,0.00032885434,0.000001873981,0.67015666,0.0015367953,0.000623808,0.034799635,0.2056465,0.0019708483],"about_ca_topic_score_codex":0.009716791,"about_ca_topic_score_gemma":0.013157929,"teacher_disagreement_score":0.52568823,"about_ca_system_score_codex":0.0012775422,"about_ca_system_score_gemma":0.0058804136,"threshold_uncertainty_score":0.99986666},"labels":[],"label_agreement":null},{"id":"W4241410095","doi":"10.1186/s13722-021-00217-x","title":"Correction to: Proceedings of the Addiction Health Services Research (AHSR) 2020: Virtual Conference: Part 2","year":2021,"lang":"en","type":"article","venue":"Addiction Science & Clinical Practice","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Health psychology; Addiction; Public health; Journal of Public Health; Psychology; Library science; Psychiatry; Health policy; Medicine; Computer science; International health; Nursing","score_opus":0.2552503342783773,"score_gpt":0.580411105493676,"score_spread":0.32516077121529874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241410095","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5685465,0.000489045,0.00020137949,0.18830389,0.15428449,0.004494644,0.000029636169,0.00031894704,0.08333151],"genre_scores_gemma":[0.9886101,0.0019005635,0.00073800096,0.0035285454,0.0035646958,0.00029964597,0.0000049993046,0.000015129433,0.0013383165],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9924379,0.0016011543,0.0011303397,0.00080138544,0.0032912837,0.0007379262],"domain_scores_gemma":[0.97251475,0.0149139855,0.0011642196,0.00042290724,0.010153291,0.0008308426],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.030761926,0.00012193182,0.00028000437,0.00017203897,0.0034033265,0.00036381657,0.0007857189,0.0001933356,0.00040154145],"category_scores_gemma":[0.12699282,0.000111057096,0.000101336365,0.0071029835,0.0019743412,0.0025569429,0.00024254597,0.001203214,0.0001639892],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032777645,0.0018367227,0.030032437,0.000051110732,0.00005322518,0.0000018219924,0.1057338,0.000040799732,0.000703636,0.03178778,0.2548307,0.5746002],"study_design_scores_gemma":[0.00020457497,0.00040347586,0.118070655,0.00034550607,0.000028467892,0.0000066901475,0.08135913,0.00029828926,0.0002797869,0.0002019938,0.7986811,0.0001203208],"about_ca_topic_score_codex":0.0074417903,"about_ca_topic_score_gemma":0.002894277,"teacher_disagreement_score":0.5744799,"about_ca_system_score_codex":0.0008357271,"about_ca_system_score_gemma":0.010246719,"threshold_uncertainty_score":0.99916774},"labels":[],"label_agreement":null},{"id":"W4241687713","doi":"10.2196/preprints.20211","title":"Correction: Using Natural Language Processing to Examine the Uptake, Content, and Readability of Media Coverage of a Pan-Canadian Drug Safety Research Project: Cross-Sectional Observational Study (Preprint)","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Saskatchewan; Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Readability; Observational study; Preprint; Cross-sectional study; Computer science; Advertising; Medicine; World Wide Web; Business","score_opus":0.5562196362902866,"score_gpt":0.5194105895519462,"score_spread":0.0368090467383404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241687713","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98422307,0.00035116824,0.00003226448,0.0019568705,0.004977572,0.007149509,0.00008789476,0.000038683713,0.0011829819],"genre_scores_gemma":[0.9972452,0.00003691651,0.00065573404,0.00009544878,0.0010984186,0.0005835677,0.000051332398,0.000018762963,0.00021461089],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.994866,0.0014178624,0.0009826673,0.00071274344,0.0015835982,0.0004371315],"domain_scores_gemma":[0.9906509,0.005914742,0.00044004025,0.00037280747,0.0023438141,0.00027771632],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.008175891,0.0001928369,0.0004244333,0.00026756816,0.0010608516,0.00018009698,0.0005389047,0.00023256887,0.00011186745],"category_scores_gemma":[0.037136693,0.00016818978,0.00007436396,0.0012119741,0.00078538555,0.00020014094,0.0003952879,0.0011544304,0.0000017593962],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000119268865,0.00015764963,0.76951396,0.00019159708,0.000028771447,0.0000010217935,0.2153123,0.000044938333,0.000068048386,0.00014581527,0.00014137206,0.014275248],"study_design_scores_gemma":[0.0001233007,0.000044869776,0.91385776,0.000121337966,0.000012795323,7.157765e-7,0.084675655,0.00043635242,0.00005049932,0.00018670101,0.00036154067,0.00012847227],"about_ca_topic_score_codex":0.80653316,"about_ca_topic_score_gemma":0.7499371,"teacher_disagreement_score":0.1443438,"about_ca_system_score_codex":0.0014670551,"about_ca_system_score_gemma":0.013597072,"threshold_uncertainty_score":0.9919949},"labels":[],"label_agreement":null},{"id":"W4243083438","doi":"10.2139/ssrn.3158771","title":"The State of Social Media in Canada 2017","year":2018,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":56,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa; Toronto Metropolitan University","funders":"","keywords":"Social media; State (computer science); Political science; Media studies; Sociology; Computer science; Law","score_opus":0.03450282089457894,"score_gpt":0.3512738939648345,"score_spread":0.31677107307025554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4243083438","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9841158,0.00092646654,0.000011245486,0.008543513,0.004653889,0.00018493325,0.0000014652412,0.000004448777,0.0015582799],"genre_scores_gemma":[0.99487585,0.0029368466,0.0000061478754,0.000044282187,0.0020197656,0.000015023704,3.6135012e-7,0.000005980655,0.0000957356],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99720746,0.0003396614,0.0002705348,0.00007157156,0.0004820786,0.0016287027],"domain_scores_gemma":[0.9982721,0.0011570562,0.00023385056,0.000059933587,0.0001996987,0.000077331155],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038120376,0.000051967698,0.00010305785,0.000040878695,0.00092013815,0.000020632066,0.00033359486,0.000034009932,0.000023150105],"category_scores_gemma":[0.0023460633,0.000042526044,0.00002527256,0.0002906704,0.0003016652,0.00008376834,0.000011053623,0.0007553285,0.000005998374],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0000860952,0.00003857469,0.02813384,0.0000053359936,0.000047703143,0.0000016643764,0.19654758,0.0000013502611,0.000021922973,0.20011763,0.002887466,0.57211083],"study_design_scores_gemma":[0.0005583253,0.00010656616,0.14859448,0.000021347827,0.0000144287305,0.000007604866,0.19462872,0.0000109306975,0.00005512432,0.5664996,0.0892955,0.00020739011],"about_ca_topic_score_codex":0.8972991,"about_ca_topic_score_gemma":0.9998121,"teacher_disagreement_score":0.57190347,"about_ca_system_score_codex":0.0054831994,"about_ca_system_score_gemma":0.06832007,"threshold_uncertainty_score":0.9983346},"labels":[],"label_agreement":null},{"id":"W4243172335","doi":"10.5489/cuaj.2231","title":"Unmoderated Posters: Education","year":2014,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.03914648177675805,"score_gpt":0.32412847003157214,"score_spread":0.2849819882548141,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4243172335","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6403872,0.00017766243,0.00019361763,0.27852717,0.016995005,0.0006757372,0.0000055761866,0.000102406426,0.06293565],"genre_scores_gemma":[0.9849757,0.000059659767,0.0003198503,0.00975828,0.0043776813,0.000059759117,0.0000111729105,0.000008756701,0.00042916587],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99743277,0.0011291666,0.00028062065,0.00014515077,0.00042965778,0.00058260816],"domain_scores_gemma":[0.99684685,0.0010759598,0.00028513046,0.00007397978,0.0006270171,0.0010910878],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0025937103,0.000083136234,0.00013496674,0.00018448065,0.0013726677,0.00025533306,0.00021061634,0.0003254943,0.00076058635],"category_scores_gemma":[0.01746877,0.00008537345,0.000057651327,0.0003861089,0.00005827677,0.00023596315,0.0000050505005,0.00044120388,0.00022799325],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009168866,0.00007532106,0.77580965,0.0000031859909,0.000022308332,0.0000011630885,0.010010021,0.000015543823,0.000011816186,0.034744482,0.048520926,0.13077644],"study_design_scores_gemma":[0.00010902531,0.000041403997,0.2548754,0.0000055278315,0.000009974619,0.0000031392817,0.00095512875,0.000029536746,0.0000014804782,0.008627237,0.7352436,0.00009855703],"about_ca_topic_score_codex":0.03445802,"about_ca_topic_score_gemma":0.022156643,"teacher_disagreement_score":0.6867227,"about_ca_system_score_codex":0.003070958,"about_ca_system_score_gemma":0.0044088713,"threshold_uncertainty_score":0.9999274},"labels":[],"label_agreement":null},{"id":"W4243643431","doi":"10.2196/jmir.v20i2.9230","title":"Users, Uses, and Effects of Social Media in Dietetic Practice: Scoping Review of the Quantitative and Qualitative Evidence","year":2017,"lang":"en","type":"preprint","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Social media; Qualitative research; Psychology; Data science; Sociology; Computer science; Public relations; Political science; World Wide Web; Social science","score_opus":0.40627163720636034,"score_gpt":0.6057394344374335,"score_spread":0.19946779723107316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4243643431","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44581044,0.46676326,0.000023184182,0.06363186,0.0070625753,0.0149235185,0.000019249303,0.00002821938,0.0017376975],"genre_scores_gemma":[0.56755966,0.42771623,0.0031968532,0.0003490048,0.00026657383,0.00088103797,0.0000024561825,0.000016994738,0.000011178838],"study_design_codex":"qualitative","study_design_gemma":"systematic_review","domain_scores_codex":[0.9937047,0.0045507853,0.0005767875,0.00031108546,0.0006520497,0.00020463779],"domain_scores_gemma":[0.9304612,0.06644729,0.0022176763,0.00025334852,0.0005447644,0.00007567693],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0063471827,0.00014472308,0.0006565038,0.00007227071,0.00032330796,0.00003789874,0.00035130733,0.0002344018,0.000010834515],"category_scores_gemma":[0.34089348,0.00011840955,0.000058032376,0.00020585083,0.0015419767,0.0003243356,0.00041692497,0.00042835117,5.5979683e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019277712,0.00004897714,0.0030370192,0.08722529,0.0000274858,4.5514764e-7,0.8907119,5.3585797e-8,0.000007556956,0.015869431,0.00012677698,0.0029257496],"study_design_scores_gemma":[0.00029628378,0.00009006467,0.092550345,0.72650737,0.00033069027,2.350339e-7,0.16789272,0.000002709048,0.00010691068,0.011775424,0.000109506516,0.0003377482],"about_ca_topic_score_codex":0.013582521,"about_ca_topic_score_gemma":0.013381548,"teacher_disagreement_score":0.7228192,"about_ca_system_score_codex":0.0001595253,"about_ca_system_score_gemma":0.0022287136,"threshold_uncertainty_score":0.99298614},"labels":[],"label_agreement":null},{"id":"W4243866390","doi":"10.2196/preprints.29891","title":"Social Media for ImpLementing Evidence (SMILE): Conceptual Framework (Preprint)","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Social media; Popularity; Knowledge translation; Context (archaeology); Conceptual framework; Preprint; Public relations; Health care; Psychology; Knowledge management; Political science; Sociology; Computer science; Social psychology; World Wide Web; Social science","score_opus":0.3151987765542613,"score_gpt":0.5022170778708924,"score_spread":0.1870183013166311,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4243866390","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84269214,0.003393459,0.018764455,0.04657398,0.066939205,0.013085795,0.00007805057,0.00093789515,0.007535042],"genre_scores_gemma":[0.9366481,0.001017215,0.033772204,0.0007198058,0.020315262,0.0072582033,0.00011401231,0.000057640103,0.00009757947],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99511886,0.0008527301,0.0008511399,0.0009809346,0.0010584033,0.0011379255],"domain_scores_gemma":[0.9640312,0.033470765,0.0006601811,0.0004518158,0.001048664,0.00033734596],"candidate_categories":["metaresearch","metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004198979,0.00030794245,0.0006084859,0.000102733866,0.0016978573,0.0004326819,0.00092746684,0.0011586336,0.0028707683],"category_scores_gemma":[0.09332198,0.00037634914,0.00036291455,0.00037548368,0.00069338357,0.00025599886,0.00081546366,0.0010939152,0.000035378547],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019154202,0.00007483487,0.011055213,0.000421854,0.0000654293,0.0000015469517,0.793099,0.000004242141,0.000016840095,0.14490704,0.006420887,0.04391397],"study_design_scores_gemma":[0.00040205367,0.000040455074,0.022011008,0.0023661093,0.00022697647,3.6753934e-7,0.75329405,0.0000332482,0.000441983,0.111392535,0.10833764,0.0014535558],"about_ca_topic_score_codex":0.0072513735,"about_ca_topic_score_gemma":0.016854618,"teacher_disagreement_score":0.10191675,"about_ca_system_score_codex":0.0010226709,"about_ca_system_score_gemma":0.0067965062,"threshold_uncertainty_score":0.99986887},"labels":[],"label_agreement":null},{"id":"W4243917542","doi":"10.2196/preprints.10441","title":"Mitigation of Participant Loss to Follow-Up Using Facebook: All Our Families Longitudinal Pregnancy Cohort (Preprint)","year":2018,"lang":"en","type":"preprint","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Cohort; Social media; Generalizability theory; Psychology; Phone; Cohort study; Longitudinal study; Tracking (education); Internet privacy; Medicine; Family medicine; World Wide Web; Computer science; Developmental psychology","score_opus":0.2996518433243216,"score_gpt":0.46187363946517246,"score_spread":0.16222179614085086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4243917542","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9717085,0.00015082346,0.001110207,0.0023659677,0.014235084,0.007886671,0.000021052576,0.00015404227,0.002367693],"genre_scores_gemma":[0.9901636,0.00038900506,0.0049494854,0.00010773446,0.0013205733,0.0026838656,0.00002401332,0.00003612188,0.00032560178],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9959341,0.0005554673,0.0009384475,0.0008091269,0.0010205831,0.0007422427],"domain_scores_gemma":[0.9967767,0.00057544163,0.00064030633,0.0006470587,0.00091185333,0.00044865088],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0018136755,0.0003030442,0.0006394332,0.00021233362,0.00037345433,0.00009814693,0.0006029786,0.0005377552,0.00030331296],"category_scores_gemma":[0.00558264,0.00033360705,0.00019407154,0.00031650322,0.00031294613,0.00016064473,0.00044600072,0.0003519309,0.00015091998],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000395723,0.00013704202,0.8526659,0.0005584372,0.0001932358,0.0000023523112,0.13846307,0.0003059661,0.00025548702,0.0017351956,0.0007403565,0.0049034087],"study_design_scores_gemma":[0.0007612339,0.00024105952,0.89611626,0.0060936897,0.00085992704,0.000001597592,0.065661706,0.00036251816,0.009424377,0.012141183,0.0066837645,0.0016527035],"about_ca_topic_score_codex":0.044060715,"about_ca_topic_score_gemma":0.017428216,"teacher_disagreement_score":0.07280136,"about_ca_system_score_codex":0.0007615507,"about_ca_system_score_gemma":0.0030002876,"threshold_uncertainty_score":0.9999116},"labels":[],"label_agreement":null},{"id":"W4245134665","doi":"10.15766/mep_2374-8265.9164","title":"Surgery 101 Podcast: Episodes 61–70","year":2012,"lang":"en","type":"article","venue":"MedEdPORTAL","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Library science; White (mutation); Medicine; Psychology; Computer science","score_opus":0.1877946543038901,"score_gpt":0.4190835274315776,"score_spread":0.2312888731276875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4245134665","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9509033,0.00071130064,0.000012790994,0.004113029,0.017968073,0.00043050468,0.0000033148133,0.00014853597,0.025709162],"genre_scores_gemma":[0.99182844,0.00008131103,0.00022042009,0.00029607737,0.0066047795,0.0002542695,0.00001558474,0.000017867063,0.0006812243],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980325,0.0002440277,0.00029114113,0.00015247107,0.00053016015,0.00074970606],"domain_scores_gemma":[0.9972843,0.0018504758,0.00014713069,0.00016066611,0.000080756996,0.00047665762],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0020695818,0.000100774625,0.00019297036,0.00009594737,0.0006363771,0.000048050562,0.00013828329,0.00014611027,0.0022862607],"category_scores_gemma":[0.004885561,0.00010650802,0.00008821882,0.00040205792,0.0003131864,0.00041216053,0.000017885111,0.0001432666,0.0007272497],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000036735476,0.000106428124,0.9010014,0.000015741765,0.000007824183,0.0000024523415,0.038543284,7.641025e-8,0.000011881596,0.005960365,0.018954847,0.035392024],"study_design_scores_gemma":[0.00005705723,0.00000807144,0.48202798,0.000019691322,0.00001639151,0.0000027457202,0.008924922,0.0000010452495,0.0001556324,0.00056167546,0.50801826,0.00020654801],"about_ca_topic_score_codex":0.0072161914,"about_ca_topic_score_gemma":0.001939624,"teacher_disagreement_score":0.4890634,"about_ca_system_score_codex":0.0001773482,"about_ca_system_score_gemma":0.0006737578,"threshold_uncertainty_score":0.99939483},"labels":[],"label_agreement":null},{"id":"W4246150321","doi":"10.5489/cuaj.1434","title":"Unmoderated Posters: Education","year":2013,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.041682327192224575,"score_gpt":0.31960932771923223,"score_spread":0.27792700052700764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246150321","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7082064,0.00019627661,0.000021701333,0.25440818,0.008947273,0.0008857711,0.0000036327913,0.00006338957,0.027267378],"genre_scores_gemma":[0.9859601,0.000091461,0.00031862664,0.00969462,0.0029501445,0.00020822944,0.000011188598,0.000009009364,0.0007566162],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978048,0.0007009601,0.00029710372,0.00013999277,0.0004206449,0.0006364902],"domain_scores_gemma":[0.9967404,0.000729738,0.00027267457,0.00006907752,0.00095351244,0.0012345673],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011816354,0.000085830856,0.00012682802,0.00018883584,0.001278976,0.00041629255,0.00021198498,0.0003328404,0.0038987582],"category_scores_gemma":[0.008996981,0.00008570875,0.000057007357,0.00041824704,0.000059868657,0.00046118477,0.000005560124,0.00045579573,0.0008912881],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000032490452,0.00007205233,0.76484084,0.0000023237708,0.000023780485,0.0000014634305,0.009785348,0.000005575501,0.000019833024,0.007178997,0.13163987,0.08642668],"study_design_scores_gemma":[0.00010251925,0.00003360623,0.5408124,0.000005756953,0.000008933004,0.0000041055023,0.002830359,0.000015779822,0.0000017018956,0.010119193,0.44594878,0.00011688629],"about_ca_topic_score_codex":0.13559826,"about_ca_topic_score_gemma":0.017379712,"teacher_disagreement_score":0.3143089,"about_ca_system_score_codex":0.0037037611,"about_ca_system_score_gemma":0.0056778523,"threshold_uncertainty_score":0.99995905},"labels":[],"label_agreement":null},{"id":"W4246535908","doi":"10.32920/14657706","title":"Social media toolbox: creating an Instagram guide for Ontario dentists","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Dentures; Shadow (psychology); Toolbox; Oral health; Geriatric dentistry; Medicine; Dentistry; Health care; Nursing; Psychology; Political science; Engineering","score_opus":0.23859974936605438,"score_gpt":0.4785365279255396,"score_spread":0.2399367785594852,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246535908","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8964277,0.0001868831,0.00081887585,0.003147191,0.035678517,0.004017681,0.000028515415,0.0003799659,0.05931468],"genre_scores_gemma":[0.85944486,0.00011513902,0.09190189,0.0009394996,0.031329136,0.008748564,0.0019461929,0.00013339458,0.005441322],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99660635,0.00047284173,0.0006933482,0.00070699205,0.00081508665,0.0007053886],"domain_scores_gemma":[0.9952763,0.0028837142,0.000435747,0.00031872233,0.00071745354,0.00036810077],"candidate_categories":["metaresearch","metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019022567,0.00025873844,0.0005017522,0.00011156533,0.0015448665,0.0006358215,0.00062769226,0.00092046725,0.001064066],"category_scores_gemma":[0.010025353,0.00031411438,0.00023068248,0.00022802652,0.00023982656,0.00026519346,0.00016631848,0.00065375207,0.000011603251],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012013478,0.00018665502,0.014346392,0.00017114144,0.00004498259,0.0000028875966,0.892149,0.000006554192,0.0000060616785,0.022335395,0.0058969045,0.06484202],"study_design_scores_gemma":[0.00071940495,0.00006111747,0.16823371,0.00028241565,0.00023567952,9.528942e-7,0.29730397,0.000052663145,0.00006832904,0.013807117,0.5178809,0.0013536845],"about_ca_topic_score_codex":0.689851,"about_ca_topic_score_gemma":0.980924,"teacher_disagreement_score":0.594845,"about_ca_system_score_codex":0.0030974625,"about_ca_system_score_gemma":0.012537002,"threshold_uncertainty_score":0.9999311},"labels":[],"label_agreement":null},{"id":"W4246791311","doi":"10.2196/preprints.14546","title":"A Strategic Imperative for Promoting Hospital Branding: Analysis of Outcome Indicators (Preprint)","year":2019,"lang":"en","type":"preprint","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social media; Analytics; Action plan; Business; Preprint; Quarter (Canadian coin); Action (physics); Outcome (game theory); Public relations; Advertising; Political science; Management; Computer science; World Wide Web; Geography","score_opus":0.1250787488000791,"score_gpt":0.4459642935702258,"score_spread":0.32088554477014675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246791311","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97931063,0.000050744165,0.00038976382,0.0015538655,0.004961383,0.006825581,0.0000576585,0.000092152404,0.0067582037],"genre_scores_gemma":[0.9960801,0.00004806476,0.0014451767,0.000033947046,0.00048770665,0.0016472124,0.00009001092,0.00002137111,0.00014643773],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99713486,0.00033077618,0.0008904287,0.0006341759,0.00055959175,0.0004501513],"domain_scores_gemma":[0.9947557,0.003153335,0.0011117772,0.00040175972,0.00037996395,0.0001974956],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024578047,0.00022262953,0.00088131044,0.0007721005,0.00028831666,0.00010818485,0.0005373642,0.00056232634,0.00043113332],"category_scores_gemma":[0.005432535,0.00022321899,0.0005103059,0.0012133283,0.0002356751,0.00007752146,0.00017502284,0.00042658258,0.000010990804],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009415684,0.00015346082,0.7806066,0.00044080272,0.0007987634,1.3162779e-7,0.20147441,0.00019113962,0.000008221548,0.0154044125,0.000026077305,0.0008865161],"study_design_scores_gemma":[0.0011654593,0.0005352214,0.7414253,0.0004654721,0.004818199,6.940138e-8,0.21752049,0.0036641753,0.0006650099,0.026958974,0.0009301665,0.00185149],"about_ca_topic_score_codex":0.0076909564,"about_ca_topic_score_gemma":0.0032707504,"teacher_disagreement_score":0.039181374,"about_ca_system_score_codex":0.0006096817,"about_ca_system_score_gemma":0.0020640397,"threshold_uncertainty_score":0.9989169},"labels":[],"label_agreement":null},{"id":"W4247331195","doi":"10.32920/14657706.v1","title":"Social media toolbox: creating an Instagram guide for Ontario dentists","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Dentures; Shadow (psychology); Toolbox; Oral health; Geriatric dentistry; Medicine; Dentistry; Health care; Nursing; Psychology; Political science; Engineering","score_opus":0.23859974936605438,"score_gpt":0.4785365279255396,"score_spread":0.2399367785594852,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247331195","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8964277,0.0001868831,0.00081887585,0.003147191,0.035678517,0.004017681,0.000028515415,0.0003799659,0.05931468],"genre_scores_gemma":[0.85944486,0.00011513902,0.09190189,0.0009394996,0.031329136,0.008748564,0.0019461929,0.00013339458,0.005441322],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99660635,0.00047284173,0.0006933482,0.00070699205,0.00081508665,0.0007053886],"domain_scores_gemma":[0.9952763,0.0028837142,0.000435747,0.00031872233,0.00071745354,0.00036810077],"candidate_categories":["metaresearch","metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019022567,0.00025873844,0.0005017522,0.00011156533,0.0015448665,0.0006358215,0.00062769226,0.00092046725,0.001064066],"category_scores_gemma":[0.010025353,0.00031411438,0.00023068248,0.00022802652,0.00023982656,0.00026519346,0.00016631848,0.00065375207,0.000011603251],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012013478,0.00018665502,0.014346392,0.00017114144,0.00004498259,0.0000028875966,0.892149,0.000006554192,0.0000060616785,0.022335395,0.0058969045,0.06484202],"study_design_scores_gemma":[0.00071940495,0.00006111747,0.16823371,0.00028241565,0.00023567952,9.528942e-7,0.29730397,0.000052663145,0.00006832904,0.013807117,0.5178809,0.0013536845],"about_ca_topic_score_codex":0.689851,"about_ca_topic_score_gemma":0.980924,"teacher_disagreement_score":0.594845,"about_ca_system_score_codex":0.0030974625,"about_ca_system_score_gemma":0.012537002,"threshold_uncertainty_score":0.9999311},"labels":[],"label_agreement":null},{"id":"W4247501084","doi":"10.3109/0142159x.2010.532711","title":"eMedical Teacher","year":2010,"lang":"en","type":"letter","venue":"Medical Teacher","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"NOSM University","funders":"","keywords":"Medical education; Medicine; Psychology","score_opus":0.10603818849487655,"score_gpt":0.42872919317653324,"score_spread":0.3226910046816567,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247501084","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0017929025,0.0002675697,0.000020697576,0.83028,0.02689069,0.00096808403,0.0000021988935,0.00034672365,0.13943113],"genre_scores_gemma":[0.00052224495,0.00024508007,0.00017069581,0.6680581,0.237084,0.001394858,0.00019601813,0.00013727821,0.092191726],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9906808,0.0017481016,0.000675623,0.00069780974,0.004835195,0.0013624749],"domain_scores_gemma":[0.99628764,0.0015387164,0.00027519403,0.0006012535,0.00016130361,0.0011359066],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0049412693,0.00037045463,0.0006149561,0.00017808161,0.0006115706,0.000088830726,0.0014364294,0.0130461445,0.22422397],"category_scores_gemma":[0.05302611,0.00034701102,0.00023199868,0.00040616636,0.002172862,0.00010759213,0.00011199986,0.023644809,0.0021421122],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000018680115,0.00008866868,0.0023943912,0.000046264755,0.000022180853,0.00011678524,0.008363609,9.507353e-10,1.0952373e-7,0.00015084723,0.94620466,0.042610638],"study_design_scores_gemma":[0.00019633953,0.000019265784,0.0002945776,0.0000988448,0.00004433293,0.0000041363783,0.00046807097,0.000011669991,1.9536776e-7,0.00074169564,0.997757,0.000363834],"about_ca_topic_score_codex":0.010283903,"about_ca_topic_score_gemma":0.0021311892,"teacher_disagreement_score":0.22208185,"about_ca_system_score_codex":0.0005411577,"about_ca_system_score_gemma":0.0048787533,"threshold_uncertainty_score":0.9998982},"labels":[],"label_agreement":null},{"id":"W4249112350","doi":"10.29085/9781856049276.008","title":"Supporting research","year":2018,"lang":"en","type":"book-chapter","venue":"Facet eBooks","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cochrane","funders":"","keywords":"RSS; World Wide Web; Suite; Computer science; Social web; Focus (optics); Web 2.0; The Internet; Data science; Social media; Political science","score_opus":0.41586973903945884,"score_gpt":0.5417094721627719,"score_spread":0.12583973312331304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4249112350","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013584914,0.000116035946,0.00000272522,0.0013681308,0.0060500004,0.0017575966,0.000013089013,0.00014153306,0.9891924],"genre_scores_gemma":[0.0040043234,0.000049599348,0.00028738333,0.00017180791,0.010091489,0.00030567287,0.000016982753,0.000068802874,0.98500395],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967683,0.00024841112,0.0003940528,0.00040575748,0.0012788983,0.00090457767],"domain_scores_gemma":[0.9971124,0.0012436747,0.0002607153,0.00035797866,0.0006901707,0.00033505945],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0047929273,0.00016663726,0.000267082,0.00024246638,0.0014846195,0.00010659231,0.0004620016,0.0007268068,0.005652552],"category_scores_gemma":[0.0032352877,0.00019196686,0.00008554963,0.000036299396,0.0012948916,0.00004282622,0.000097266166,0.0008762037,0.0035635808],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007646366,0.000009132832,0.0001123343,0.00008824656,0.000027281241,0.000009386415,0.17683081,7.726622e-9,0.000016586437,0.5788552,0.14707102,0.09697234],"study_design_scores_gemma":[0.000042872714,0.00003957544,0.000032654127,0.00011415359,0.000008375621,2.6396654e-7,0.0024017016,1.3547613e-7,0.000026654878,0.099634774,0.8975391,0.00015976005],"about_ca_topic_score_codex":0.0021666586,"about_ca_topic_score_gemma":0.0030390474,"teacher_disagreement_score":0.7504681,"about_ca_system_score_codex":0.00067152444,"about_ca_system_score_gemma":0.0024931496,"threshold_uncertainty_score":0.9998153},"labels":[],"label_agreement":null},{"id":"W4249501326","doi":"10.1097/prs.0000000000002814","title":"#PlasticSurgery","year":2016,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":154,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Ottawa Mental Health Centre","funders":"","keywords":"Business","score_opus":0.08274346770447873,"score_gpt":0.3338906968891686,"score_spread":0.2511472291846899,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4249501326","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9273345,0.00008227142,0.0015199786,0.001693874,0.06269528,0.00035299556,0.000026969861,0.00021455616,0.0060796146],"genre_scores_gemma":[0.9962811,0.0002481385,0.00039313582,0.000046926492,0.0026160732,0.0002870048,0.0000024147853,0.000023301727,0.000101902326],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99771374,0.00042547748,0.00042132242,0.00033777748,0.0004438461,0.0006578467],"domain_scores_gemma":[0.8673692,0.13166416,0.00021959786,0.00015414726,0.00025219348,0.00034073307],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011654287,0.00015016974,0.00031459006,0.00029195752,0.00047105976,0.000036556074,0.00013031806,0.00016722198,0.0017023204],"category_scores_gemma":[0.10550587,0.0001226453,0.00012433578,0.00047163107,0.0009604778,0.00036244577,0.000021458854,0.00011868546,0.00062123965],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032519758,0.000034614313,0.64986396,0.000014971134,0.00002627052,0.000006008697,0.0017168177,1.4983637e-7,0.00009328106,0.008669689,0.0033793417,0.3361624],"study_design_scores_gemma":[0.0004133032,0.000034325807,0.7741253,0.00071252993,0.0000658495,0.00002471023,0.0051936256,0.0000048119123,0.0006767284,0.013579204,0.20417407,0.0009955827],"about_ca_topic_score_codex":0.0005220708,"about_ca_topic_score_gemma":0.00030455657,"teacher_disagreement_score":0.3351668,"about_ca_system_score_codex":0.00044422524,"about_ca_system_score_gemma":0.0016229891,"threshold_uncertainty_score":0.99921024},"labels":[],"label_agreement":null},{"id":"W4250014653","doi":"10.1002/cl2.213","title":"PROTOCOL: Interactive social media interventions for health behaviour change, health outcomes, and health equity in the adult population","year":2018,"lang":"en","type":"article","venue":"Campbell Systematic Reviews","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital; Canadian Agency for Drugs and Technologies in Health; University of Ottawa; Bruyère","funders":"Canadian Institutes of Health Research; Public Health Agency of Canada; Inter-American Development Bank","keywords":"Psychological intervention; Protocol (science); Health equity; Equity (law); Psychology; Social media; Environmental health; Medicine; Political science; Nursing; Computer science; Alternative medicine; Psychiatry; World Wide Web; Public health","score_opus":0.6556621061122466,"score_gpt":0.6321608706365782,"score_spread":0.023501235475668403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250014653","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0030931155,0.003709214,0.0007417083,0.1133128,0.0049382127,0.87386376,0.000049319522,0.000091077265,0.00020080183],"genre_scores_gemma":[0.16287984,0.00086269557,0.0010992915,0.0072131925,0.002319727,0.82549495,0.00007262595,0.000033185835,0.000024476698],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9890425,0.006872968,0.0024694218,0.00037876933,0.00056078634,0.0006755049],"domain_scores_gemma":[0.9938758,0.0021498261,0.0031239872,0.00031938415,0.00026268125,0.00026833307],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.024914758,0.00022502524,0.0014585292,0.00016897706,0.0014863245,0.000119532124,0.0003870569,0.000111834255,0.000017897524],"category_scores_gemma":[0.010441248,0.00015691003,0.00024672138,0.0005904816,0.00016445944,0.00029982312,0.000053866348,0.00023767466,0.000024281182],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014314302,0.00036819975,0.034153033,0.18315582,0.000016424025,1.360947e-7,0.6750802,8.779811e-9,3.7610146e-8,0.015668832,0.008421602,0.08312143],"study_design_scores_gemma":[0.0021291529,0.00127031,0.7235008,0.10320971,0.000088533045,0.0000062157433,0.12572362,0.000038030237,2.2769744e-7,0.0056006606,0.03772321,0.00070954545],"about_ca_topic_score_codex":0.026222572,"about_ca_topic_score_gemma":0.14791375,"teacher_disagreement_score":0.68934774,"about_ca_system_score_codex":0.0019551024,"about_ca_system_score_gemma":0.0007429401,"threshold_uncertainty_score":0.9998136},"labels":[],"label_agreement":null},{"id":"W4250218560","doi":"10.1111/bju.13060","title":"Racing ahead","year":2015,"lang":"de","type":"editorial","venue":"British Journal of Urology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social media; Publication; Transformative learning; Power (physics); Public relations; Sociology; Psychology; Media studies; Political science; Computer science; Advertising; World Wide Web; Business; Pedagogy","score_opus":0.05800447950542525,"score_gpt":0.3811493599322435,"score_spread":0.32314488042681827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250218560","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009080317,0.051758878,0.000034195644,0.0049234265,0.9323357,0.00055984146,0.000046401026,0.000020536476,0.0012407063],"genre_scores_gemma":[0.011009694,0.025895176,0.00029206809,0.00031039902,0.962143,0.000041074025,0.00003831358,0.0000654717,0.00020481358],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9914248,0.003009613,0.0019070943,0.0003936221,0.0022380236,0.0010268709],"domain_scores_gemma":[0.98244107,0.009124862,0.0032928525,0.00018949425,0.0039557945,0.0009958994],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0091655655,0.00029999754,0.0013057002,0.00033763543,0.00067237834,0.00024566785,0.0011209287,0.0024591296,0.0006413903],"category_scores_gemma":[0.0845349,0.00042030483,0.00034580883,0.0005870966,0.000902337,0.0003950764,0.00008995212,0.003891625,0.00035369254],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013231466,0.00015514325,0.00032159284,0.000062139006,0.0001103581,0.0005771141,0.0108723035,0.0000091761685,0.0000013830442,0.000047606718,0.90231717,0.085393704],"study_design_scores_gemma":[0.0010309728,0.00079407037,0.0006496568,0.00030601892,0.00033689386,0.00052204746,0.001783437,0.000002937966,4.243408e-7,0.002271136,0.99200666,0.0002957464],"about_ca_topic_score_codex":0.0076696575,"about_ca_topic_score_gemma":0.0028965587,"teacher_disagreement_score":0.08968949,"about_ca_system_score_codex":0.0011802329,"about_ca_system_score_gemma":0.012584596,"threshold_uncertainty_score":0.9998249},"labels":[],"label_agreement":null},{"id":"W4250221907","doi":"10.21315/eimj2017.9.1.6","title":"The Trends of Use of Social Media by Medical Students","year":2017,"lang":"en","type":"article","venue":"Education in Medicine Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Social media; Psychology; Medical education; Distraction; Quality (philosophy); Likert scale; Medicine; Computer science; World Wide Web","score_opus":0.15238658093051125,"score_gpt":0.5445374661615277,"score_spread":0.3921508852310164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250221907","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8568619,0.00065762084,0.000011298073,0.11475461,0.02394022,0.00020314612,0.000001988602,0.000005239752,0.0035639775],"genre_scores_gemma":[0.98856676,0.002321648,0.000110429726,0.00018536141,0.007696191,0.000054921296,0.0000052096643,0.000010773079,0.0010487273],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961244,0.00055331393,0.0007234046,0.00009524105,0.0022583897,0.00024526918],"domain_scores_gemma":[0.99454814,0.0033975486,0.0011522301,0.00019628427,0.00044745402,0.00025835974],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006111844,0.00007296016,0.00024300243,0.00017829314,0.0012886832,0.0000788758,0.0011326355,0.0001423178,0.0010815784],"category_scores_gemma":[0.05096014,0.00005306343,0.000043375887,0.0002425327,0.0015031329,0.00027295286,0.000038352988,0.00041842763,0.0000020479774],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021100723,0.00024982914,0.36059958,0.00001075399,0.0000132545865,2.6601222e-7,0.113324784,4.605976e-8,0.0000138380265,0.0028059974,0.31813523,0.2048253],"study_design_scores_gemma":[0.00037453594,0.000026513831,0.7275777,0.0001393143,0.00001428282,0.0000015411507,0.027277535,7.7218425e-7,0.0000066651796,0.0008353839,0.24370414,0.00004160476],"about_ca_topic_score_codex":0.0042279805,"about_ca_topic_score_gemma":0.003530472,"teacher_disagreement_score":0.36697814,"about_ca_system_score_codex":0.00022636578,"about_ca_system_score_gemma":0.0031645794,"threshold_uncertainty_score":0.99983156},"labels":[],"label_agreement":null},{"id":"W4250543441","doi":"10.3410/f.732951334.793544470","title":"Faculty Opinions recommendation of Building on #metoo to enhance the learning environment for US medical schools.","year":2018,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medical education; Learning environment; Data science; Computer science; Psychology; Mathematics education; Medicine","score_opus":0.07291985958622048,"score_gpt":0.46535202664369285,"score_spread":0.39243216705747236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250543441","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000033493232,0.000257502,0.000115863084,0.39775792,0.0031405683,0.0031909312,0.59548694,0.000024526793,0.000022369406],"genre_scores_gemma":[0.000016728762,0.00081231137,0.0013087876,0.009191647,0.0025306903,0.0028345482,0.9829424,0.000028730772,0.00033414495],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99241585,0.0015635497,0.0015703081,0.00073811266,0.0031395715,0.0005726189],"domain_scores_gemma":[0.9907844,0.0021003017,0.0017340438,0.0010944527,0.0036369383,0.00064988656],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.007274103,0.0004097738,0.0007532495,0.00028920404,0.0012338907,0.00015952149,0.002400924,0.0009229985,0.0007071841],"category_scores_gemma":[0.12738386,0.00026307727,0.00045871755,0.0019044939,0.00069540244,0.00024408138,0.0003581463,0.0015425363,0.00008128978],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014662296,0.00020766555,0.000012482014,0.0016017354,0.000052211275,3.6044113e-8,0.0010354131,3.1420709e-7,3.738385e-7,0.0005864158,0.98717237,0.00931631],"study_design_scores_gemma":[0.00020095559,0.0002231061,0.00067935785,0.00798797,0.000090428184,0.0000017208056,0.00022953693,0.0000047235753,0.000011598182,0.000047337846,0.9902754,0.00024787214],"about_ca_topic_score_codex":0.00057856744,"about_ca_topic_score_gemma":0.0000703465,"teacher_disagreement_score":0.3885663,"about_ca_system_score_codex":0.00053404813,"about_ca_system_score_gemma":0.0017564468,"threshold_uncertainty_score":0.9999821},"labels":[],"label_agreement":null},{"id":"W4251756768","doi":"10.3410/f.727882220.793568398","title":"Faculty Opinions recommendation of EBV and MS: Major cause, minor contribution or red-herring?","year":2019,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Herring; Minor (academic); Fishery; Biology; Fish <Actinopterygii>; Art; Humanities","score_opus":0.0985286043404667,"score_gpt":0.4450320387140766,"score_spread":0.34650343437360986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251756768","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000029157688,0.0009550071,0.0000089370105,0.29457206,0.004299053,0.003376627,0.696696,0.000033226763,0.000056187742],"genre_scores_gemma":[0.000013964449,0.0014276176,0.00044679275,0.0035932157,0.001160424,0.0009586703,0.9915158,0.00002541067,0.0008581166],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9939789,0.0012921987,0.0017040637,0.00069886394,0.0017937936,0.00053218525],"domain_scores_gemma":[0.9873971,0.001190056,0.002255072,0.0010426014,0.0076378155,0.00047738492],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0033182877,0.0004475969,0.0010160089,0.00036724933,0.0006310254,0.00017084251,0.0012613194,0.001177752,0.00077160535],"category_scores_gemma":[0.058110923,0.00030983056,0.0003315369,0.00245141,0.0007414476,0.0005077999,0.00029390576,0.0010246814,0.000052583087],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022761336,0.0002193292,0.00007603691,0.0052488516,0.00008639111,1.1138212e-7,0.0010260768,1.2370938e-8,4.5218493e-7,0.0009291312,0.99082595,0.001564875],"study_design_scores_gemma":[0.00060126546,0.000117667085,0.005072567,0.0078036278,0.000222959,0.000008208629,0.00026116375,0.0000014723015,0.0000030084432,0.00005358007,0.98555034,0.00030413875],"about_ca_topic_score_codex":0.0012539742,"about_ca_topic_score_gemma":0.00033696365,"teacher_disagreement_score":0.2948198,"about_ca_system_score_codex":0.0004474199,"about_ca_system_score_gemma":0.0022273618,"threshold_uncertainty_score":0.9999354},"labels":[],"label_agreement":null},{"id":"W4252633523","doi":"10.18653/v1/2021.smm4h-1","title":"Proceedings of the Sixth Social Media Mining for Health (#SMM4H) Workshop and Shared Task","year":2021,"lang":"en","type":"paratext","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Public Health Agency of Canada; Vector Institute","funders":"University of Toronto; Public Health Agency; Public Health Agency of Canada; Université Laval","keywords":"Task (project management); Computer science; Social media; Data science; World Wide Web; Engineering","score_opus":0.15829239887175586,"score_gpt":0.43869524203908833,"score_spread":0.28040284316733244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252633523","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15144609,0.01884206,0.000069613874,0.43561122,0.13085908,0.02267211,0.0013079764,0.00024999518,0.23894186],"genre_scores_gemma":[0.33980492,0.02919006,0.02765686,0.022240685,0.17789535,0.026222005,0.0024237854,0.0009883018,0.373578],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975628,0.00013999369,0.00058053824,0.000443037,0.00066119496,0.00061240955],"domain_scores_gemma":[0.99428463,0.0039508455,0.00080405356,0.00008981155,0.0006481761,0.00022245554],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0013836139,0.00021378395,0.0006217945,0.00009143072,0.001314141,0.00014303373,0.00042252222,0.00059492345,0.0007822791],"category_scores_gemma":[0.0078769075,0.00018436248,0.00014330956,0.0007284247,0.00048086618,0.00013175062,0.000099671626,0.00034867803,0.000013130517],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010607879,0.000030896168,0.00021927351,0.0005836634,0.000020845826,1.8357312e-8,0.26085877,4.5430316e-8,0.000005701912,0.0024512177,0.7242178,0.0116012],"study_design_scores_gemma":[0.00034062576,0.00003028508,0.003600633,0.0006643538,0.000048543232,3.1071986e-7,0.17786556,0.0000034229827,0.000023395047,0.00048006797,0.81662846,0.00031434122],"about_ca_topic_score_codex":0.0014756349,"about_ca_topic_score_gemma":0.004862543,"teacher_disagreement_score":0.41337052,"about_ca_system_score_codex":0.00045597472,"about_ca_system_score_gemma":0.0043194923,"threshold_uncertainty_score":0.999986},"labels":[],"label_agreement":null},{"id":"W4253384236","doi":"10.32920/ryerson.14662596","title":"Creating conversation: how Bell Let's Talk produces engaging mental health content on Twitter","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University; Professional Engineers Ontario","funders":"","keywords":"Conversation; Mental health; Content (measure theory); Social media; Content analysis; Psychology; Action (physics); Stigma (botany); Media studies; Internet privacy; Sociology; Computer science; World Wide Web; Communication; Psychiatry; Social science","score_opus":0.2690193106114305,"score_gpt":0.41484332836522836,"score_spread":0.14582401775379789,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4253384236","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.59484726,0.00071625557,0.000073108735,0.37166774,0.022231845,0.0038766877,0.000009991123,0.00021758938,0.0063595087],"genre_scores_gemma":[0.98397166,0.0007630977,0.002103712,0.005295797,0.0050679133,0.0009671109,0.00024303052,0.000036272882,0.0015514372],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9957464,0.0013137478,0.0004672516,0.00081059523,0.0010299707,0.00063207047],"domain_scores_gemma":[0.99713075,0.0011656599,0.0006213058,0.00037807206,0.00035819344,0.0003460371],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0024730996,0.00027594503,0.0004732229,0.00013147251,0.0014932181,0.00050260517,0.0003274308,0.00028601155,0.00059121876],"category_scores_gemma":[0.0033056415,0.00029286332,0.00013443083,0.00024258069,0.00024290163,0.00021548592,0.00019710413,0.00092295744,0.000023927862],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014871574,0.00021765084,0.021618923,0.000490823,0.00007373535,0.0000036693768,0.9298052,0.0000101095675,0.00005980205,0.0017050656,0.008140586,0.037859548],"study_design_scores_gemma":[0.00065456127,0.00016416064,0.0250868,0.001673644,0.000040784173,0.0000018481286,0.8713433,0.00008851735,0.0011374122,0.00028050813,0.09860004,0.00092841865],"about_ca_topic_score_codex":0.061073776,"about_ca_topic_score_gemma":0.0062478166,"teacher_disagreement_score":0.38912436,"about_ca_system_score_codex":0.0020854126,"about_ca_system_score_gemma":0.0032756343,"threshold_uncertainty_score":0.9999524},"labels":[],"label_agreement":null},{"id":"W4253832402","doi":"10.2196/preprints.26759","title":"Social Media and mHealth Technology for Cancer Screening: Systematic Review and Meta-analysis (Preprint)","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; Cancer Care Ontario; Sunnybrook Health Science Centre; Toronto Metropolitan University; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Psychological intervention; Medicine; CINAHL; mHealth; Meta-analysis; Odds ratio; Social media; MEDLINE; PsycINFO; Cancer screening; Family medicine; Randomized controlled trial; Cochrane Library; Cancer; Internal medicine; Nursing; World Wide Web","score_opus":0.40469855335154675,"score_gpt":0.5063564477488299,"score_spread":0.10165789439728318,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4253832402","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00096336275,0.31249264,0.0021361504,0.66005355,0.0009855053,0.02249826,0.00017358737,0.000397882,0.00029904261],"genre_scores_gemma":[0.50270045,0.27590913,0.033507727,0.014742986,0.003454002,0.1687856,0.0002132275,0.00018207179,0.0005048027],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9965771,0.00074429944,0.00094317365,0.00083661784,0.0004711699,0.00042766222],"domain_scores_gemma":[0.993991,0.0039516035,0.0009642011,0.00032798585,0.00044839436,0.0003167968],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002986576,0.00028769733,0.0033744304,0.00030092293,0.00064425485,0.000092668815,0.00042727066,0.0006207205,0.0002731125],"category_scores_gemma":[0.016278848,0.0002514128,0.0005382673,0.0009993336,0.00041618178,0.00006168865,0.0003341369,0.00050360843,0.000003145652],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009045584,0.000046444988,0.0014256566,0.79854554,0.07474744,7.917145e-7,0.069531366,0.0000023556454,5.4294793e-7,0.052474596,0.002108238,0.0011079642],"study_design_scores_gemma":[0.00013484886,0.000019243022,0.0008989365,0.00165749,0.95786536,3.4836964e-7,0.009500148,0.000040056642,0.00000301634,0.02823007,0.0011115111,0.0005389594],"about_ca_topic_score_codex":0.0066251107,"about_ca_topic_score_gemma":0.021064388,"teacher_disagreement_score":0.8831179,"about_ca_system_score_codex":0.00023269221,"about_ca_system_score_gemma":0.00113829,"threshold_uncertainty_score":0.9999938},"labels":[],"label_agreement":null},{"id":"W4254416310","doi":"10.1016/j.jacr.2018.02.002","title":"Re: “Social Media and the 21st-Century Scholar: How You Can Harness Social Media to Amplify Your Career”","year":2018,"lang":"en","type":"letter","venue":"Journal of the American College of Radiology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan; McMaster University","funders":"","keywords":"Social media; Scholarship; Sociology; Media studies; Scopus; Public relations; Political science; MEDLINE; Law","score_opus":0.06519769249615553,"score_gpt":0.3391328269434922,"score_spread":0.2739351344473367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4254416310","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13909517,0.0009139178,0.0000015823857,0.8369871,0.021381196,0.00092211895,0.00041439157,0.0000149158495,0.00026961422],"genre_scores_gemma":[0.4842534,0.0054396098,0.0008184885,0.28348696,0.2252118,0.0003207267,0.000037978698,0.00019158206,0.00023942093],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.990366,0.005890486,0.0009649883,0.00038187785,0.0015033488,0.00089333684],"domain_scores_gemma":[0.9841883,0.009909405,0.0040791193,0.00036732212,0.0011709833,0.00028485534],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.004765063,0.0003861327,0.0018385947,0.0003727097,0.0017315173,0.000080927486,0.0022331432,0.0008691821,0.000049127168],"category_scores_gemma":[0.027196528,0.00026010087,0.00046369387,0.0013460846,0.007680662,0.00013533384,0.000216174,0.0035101573,0.0000034157974],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031672514,0.000024894309,0.0009193284,0.00004008327,0.00021645936,0.00002864361,0.124168515,1.6472842e-7,0.000013135912,0.00095869735,0.86745095,0.0058623785],"study_design_scores_gemma":[0.00096293987,0.00013527687,0.009990033,0.000064903375,0.0003314336,0.00008001715,0.09266928,2.418439e-7,0.0000041920753,0.0012517931,0.8942153,0.0002945894],"about_ca_topic_score_codex":0.0016918561,"about_ca_topic_score_gemma":0.0040194276,"teacher_disagreement_score":0.5535001,"about_ca_system_score_codex":0.001026481,"about_ca_system_score_gemma":0.0032640353,"threshold_uncertainty_score":0.9999851},"labels":[],"label_agreement":null},{"id":"W4254433761","doi":"10.7326/0003-4819-145-5-200609050-00008","title":"Update in Infectious Diseases","year":2006,"lang":"en","type":"article","venue":"Annals of Internal Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Infectious disease (medical specialty); Internal medicine; Public health; Tuberculosis; Family medicine; Intensive care medicine; Disease; Pathology","score_opus":0.08339685875025125,"score_gpt":0.4504822593864553,"score_spread":0.36708540063620404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4254433761","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9353984,0.0014819884,0.000026663174,0.031237293,0.003106403,0.00029002724,0.0000026660641,0.000033882912,0.028422669],"genre_scores_gemma":[0.99586487,0.00049521733,0.000011840593,0.0013392663,0.002135735,0.000052473933,0.0000037704197,0.0000056339577,0.000091213056],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988735,0.00014226163,0.00033502432,0.000104451145,0.0003243538,0.00022040877],"domain_scores_gemma":[0.9987822,0.0007075073,0.0001550158,0.00008182205,0.0001738227,0.0000996285],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056098454,0.000059740887,0.00018003274,0.00017375943,0.00005395852,0.0000048029337,0.00014353055,0.000049035218,0.00033386654],"category_scores_gemma":[0.00346558,0.00005376554,0.000029649987,0.00033241385,0.0003378464,0.00009997852,0.000011703977,0.00009544244,0.000019478088],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033538054,0.00015401766,0.9113046,0.00003668134,0.000007340295,0.0000082707575,0.0067079244,0.000004250473,0.00004307562,0.03417011,0.021411903,0.026118323],"study_design_scores_gemma":[0.00052249327,0.00018139218,0.8233326,0.00047549378,0.000010537901,9.768854e-7,0.0020362698,0.000007720296,0.00022422119,0.042878903,0.13021788,0.00011151986],"about_ca_topic_score_codex":0.11569832,"about_ca_topic_score_gemma":0.010430595,"teacher_disagreement_score":0.108805984,"about_ca_system_score_codex":0.00004872524,"about_ca_system_score_gemma":0.00012116313,"threshold_uncertainty_score":0.8901903},"labels":[],"label_agreement":null},{"id":"W4254710528","doi":"10.2196/preprints.26225","title":"Correction: Documenting Social Media Engagement as Scholarship: A New Model for Assessing Academic Accomplishment for the Health Professions (Preprint)","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fleming College","funders":"Reseau canadien de recherche respiratoire","keywords":"Scholarship; Social media; Mentorship; Promotion (chess); Public relations; Scholarly communication; Altmetrics; Engaged scholarship; Political science; Sociology; Medical education; Library science; Publishing; Medicine; Computer science; Politics","score_opus":0.48203261966312544,"score_gpt":0.5461853779087684,"score_spread":0.06415275824564298,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4254710528","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010621426,0.0010591589,0.31470555,0.54907894,0.08553739,0.035839573,0.000047478166,0.0008553275,0.0022551632],"genre_scores_gemma":[0.8296747,0.0019158538,0.06660745,0.01135162,0.037997294,0.048883438,0.0003455844,0.00020937363,0.0030146397],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9946319,0.0010519403,0.0011399853,0.0010071297,0.0011145237,0.001054506],"domain_scores_gemma":[0.9800216,0.017162539,0.0013348374,0.0003731542,0.00049144356,0.0006164375],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.008785513,0.0003749169,0.0006022959,0.0001233188,0.006932509,0.0007386682,0.0012042349,0.0007542135,0.00013794059],"category_scores_gemma":[0.03363716,0.00034165283,0.0003603346,0.00036990276,0.00017777353,0.0005085592,0.0007862864,0.0029186225,0.000019501033],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008169405,0.00010655936,0.0011961756,0.00069301965,0.00012341763,1.0195075e-7,0.5875675,0.0007108412,0.000013898313,0.037844557,0.1365073,0.23515493],"study_design_scores_gemma":[0.0018625907,0.000092627364,0.009230811,0.002254062,0.00045849854,6.18399e-7,0.31511208,0.047491845,0.00008353045,0.49374926,0.12819812,0.0014659468],"about_ca_topic_score_codex":0.0045971437,"about_ca_topic_score_gemma":0.0041429945,"teacher_disagreement_score":0.8190533,"about_ca_system_score_codex":0.0027013475,"about_ca_system_score_gemma":0.0213677,"threshold_uncertainty_score":0.99990356},"labels":[],"label_agreement":null},{"id":"W4254755218","doi":"10.2196/preprints.24199","title":"Social Media Content of Idiopathic Pulmonary Fibrosis Groups and Pages on Facebook: Cross-sectional Analysis (Preprint)","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; University of Toronto; University of British Columbia","funders":"","keywords":"Guideline; Social media; Idiopathic pulmonary fibrosis; Content analysis; Medicine; World Wide Web; Internet privacy; Computer science; Pathology; Internal medicine; Sociology","score_opus":0.2668889668495239,"score_gpt":0.4120761901774531,"score_spread":0.14518722332792922,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4254755218","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98235554,0.00033770353,0.000111596935,0.006140145,0.0039303317,0.00226501,0.000092366005,0.00018046531,0.0045868624],"genre_scores_gemma":[0.9948243,0.00086006965,0.00020269575,0.00012209272,0.0026130418,0.0011960748,0.00009198185,0.000024400779,0.000065341985],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9957038,0.00081225164,0.0009176399,0.00090844085,0.001242426,0.0004154174],"domain_scores_gemma":[0.99495035,0.0032123893,0.000740188,0.0002801225,0.00046646435,0.000350479],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001993376,0.00029919617,0.00081666553,0.00033444355,0.0006832938,0.00017094989,0.0004719917,0.00084107864,0.00049295044],"category_scores_gemma":[0.0066015595,0.00032120396,0.0004579959,0.00061480067,0.00093405327,0.00010424138,0.00040852925,0.0008457745,0.00003398275],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012492681,0.00015299222,0.9149458,0.0004256914,0.0004173788,0.0000028130069,0.06479815,0.000042997435,0.00030196822,0.013125442,0.00011076271,0.0055510886],"study_design_scores_gemma":[0.0001228985,0.000031418458,0.9860182,0.00006050709,0.00019502582,1.7932977e-7,0.0055331145,0.000053624735,0.00017406124,0.007314506,0.00022963788,0.0002668699],"about_ca_topic_score_codex":0.0058077555,"about_ca_topic_score_gemma":0.002893005,"teacher_disagreement_score":0.07107236,"about_ca_system_score_codex":0.00048807036,"about_ca_system_score_gemma":0.0010774797,"threshold_uncertainty_score":0.999924},"labels":[],"label_agreement":null},{"id":"W4255693604","doi":"10.33589/15.6.213","title":"Cyberspace Chat","year":2005,"lang":"en","type":"article","venue":"International Society of Hair Restoration Surgery","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cyberspace; Unit (ring theory); Term (time); Sociology; Psychology; Computer science; Internet privacy; World Wide Web; The Internet; Physics; Mathematics education","score_opus":0.11689994328791614,"score_gpt":0.402711479161881,"score_spread":0.28581153587396485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4255693604","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.71497965,0.00053494447,0.0012580461,0.2504035,0.017615978,0.00071855274,0.000014832625,0.00022758999,0.0142469155],"genre_scores_gemma":[0.9872328,0.0008554754,0.0049244002,0.0009400923,0.004655182,0.00016769151,0.000044049906,0.000014273459,0.0011660532],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984351,0.00010810987,0.00034146672,0.0001585535,0.00076370925,0.0001931029],"domain_scores_gemma":[0.9967344,0.0022847457,0.00030021655,0.00011170252,0.00046421145,0.00010473639],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012489555,0.00007602869,0.00014308491,0.00007753946,0.00026406717,0.000040874438,0.00017739201,0.00012850775,0.00033180992],"category_scores_gemma":[0.0022719016,0.000090275564,0.0001978526,0.0002759,0.00023363518,0.0005938714,0.000017900446,0.000108549124,0.000080599195],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003345698,0.00028012792,0.11920687,0.000032739445,0.0000935982,4.8538857e-7,0.08435003,0.00017422569,0.0004488521,0.022583907,0.6856895,0.08710618],"study_design_scores_gemma":[0.00007858427,0.000004413515,0.018020498,0.000030344121,0.000003971525,3.272277e-7,0.004024971,0.00017374824,0.0003011702,0.00022247406,0.97704047,0.00009901999],"about_ca_topic_score_codex":0.0022787428,"about_ca_topic_score_gemma":0.0006142514,"teacher_disagreement_score":0.29135096,"about_ca_system_score_codex":0.0006374813,"about_ca_system_score_gemma":0.000715103,"threshold_uncertainty_score":0.36813307},"labels":[],"label_agreement":null},{"id":"W4256054599","doi":"10.2196/preprints.29821","title":"Using Social Media to Engage Knowledge Users in Health Research Priority Setting: Scoping Review (Preprint)","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; McMaster University; Institute for Clinical Evaluative Sciences; SickKids Foundation; Hospital for Sick Children","funders":"","keywords":"Social media; Snowball sampling; Thematic analysis; Preprint; Psychology; Medical education; Public relations; World Wide Web; Internet privacy; Medicine; Qualitative research; Political science; Computer science; Sociology; Social science","score_opus":0.6838468292071083,"score_gpt":0.627555249404532,"score_spread":0.056291579802576264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4256054599","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6524793,0.09077404,0.0003196118,0.15674496,0.0373243,0.04743629,0.000023236717,0.0006155496,0.014282744],"genre_scores_gemma":[0.6203175,0.23426323,0.09631268,0.0089230975,0.024533499,0.014742717,0.0002457041,0.00039868077,0.00026287345],"study_design_codex":"qualitative","study_design_gemma":"systematic_review","domain_scores_codex":[0.9776986,0.015874006,0.0016228417,0.0013330412,0.0017819064,0.0016895724],"domain_scores_gemma":[0.98116285,0.015230778,0.0005553462,0.0007021668,0.0014155997,0.00093328924],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.050318483,0.00031549452,0.0011602279,0.0005781732,0.0020074523,0.00029632996,0.000996698,0.0006989066,0.0005757799],"category_scores_gemma":[0.116187155,0.00039835606,0.00018807316,0.0026473356,0.00036638032,0.00019354637,0.0015441302,0.003620043,0.00007242502],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000008470941,0.00027337953,0.0077442937,0.050602168,0.000016101203,0.0000071685154,0.88474625,0.000021838829,0.000013529039,0.0019506005,0.0024235223,0.05219265],"study_design_scores_gemma":[0.00061652967,0.000055687415,0.05277894,0.6404929,0.000046428337,0.0000014526925,0.28459457,0.000080727346,0.00007427438,0.0029634335,0.016354106,0.0019409048],"about_ca_topic_score_codex":0.055084635,"about_ca_topic_score_gemma":0.24676831,"teacher_disagreement_score":0.6001517,"about_ca_system_score_codex":0.0073384857,"about_ca_system_score_gemma":0.050161775,"threshold_uncertainty_score":0.9998468},"labels":[],"label_agreement":null},{"id":"W4280532034","doi":"10.2196/38340","title":"Deconstructing TikTok Videos on Mental Health: Cross-sectional, Descriptive Content Analysis","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":115,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Social media; Mental health; Content analysis; Harm; Suicidal ideation; Descriptive statistics; Psychology; Content (measure theory); Descriptive research; Sample (material); Applied psychology; Social psychology; Suicide prevention; Medicine; Poison control; Psychiatry; Computer science; Sociology; Medical emergency; World Wide Web; Social science","score_opus":0.48416075440050216,"score_gpt":0.5719331894810166,"score_spread":0.08777243508051441,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280532034","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98229796,0.00012060947,0.000024048555,0.0064074844,0.0028741984,0.0022990713,0.00011074298,0.00006560769,0.005800297],"genre_scores_gemma":[0.9951177,0.00005953018,0.0000963693,0.0002695844,0.00038818005,0.003681276,0.00006873374,0.000012267864,0.00030631144],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9928018,0.0030424765,0.00050972996,0.0003334573,0.0024120302,0.00090054545],"domain_scores_gemma":[0.9960041,0.002601849,0.00026807538,0.00018851785,0.0005794097,0.00035801536],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00803738,0.00010845523,0.00024309833,0.0009037111,0.008793151,0.00019826175,0.0004138021,0.000066252775,0.0017413012],"category_scores_gemma":[0.0016339422,0.00011756561,0.0001507524,0.0032494578,0.00071723433,0.00047425253,0.00018542593,0.0010063511,0.00012280208],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001381668,0.0003079274,0.44509616,0.000030096031,0.00017032177,0.0000011108251,0.5242476,0.00004986335,0.000014828857,0.014363607,0.004180876,0.011399478],"study_design_scores_gemma":[0.00043501452,0.0005554843,0.6200393,0.000015817186,0.0000051907964,0.0000017256339,0.330854,0.00022004028,0.000036534548,0.0009797746,0.046695415,0.00016172942],"about_ca_topic_score_codex":0.014524386,"about_ca_topic_score_gemma":0.0018614753,"teacher_disagreement_score":0.19339357,"about_ca_system_score_codex":0.0065103937,"about_ca_system_score_gemma":0.0017040656,"threshold_uncertainty_score":0.99917126},"labels":[],"label_agreement":null},{"id":"W4280565449","doi":"10.5070/d328257392","title":"Subscription-based and open access dermatology journals: the publication model dilemma","year":2022,"lang":"en","type":"article","venue":"Dermatology Online Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver General Hospital","funders":"","keywords":"Medicine; MEDLINE; Scholarship; Publishing; Scholarly communication; Citation; Bibliometrics; Library science; Family medicine; Computer science; Political science","score_opus":0.29572256892636667,"score_gpt":0.5090374085665321,"score_spread":0.21331483964016545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280565449","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.50440615,0.00091742154,0.0010332352,0.4894754,0.0028584998,0.0007962427,0.000023812652,0.000037858397,0.00045138522],"genre_scores_gemma":[0.98500365,0.0004910128,0.0012142858,0.011961288,0.0006337474,0.0005766237,0.000047460817,0.000021083359,0.000050869585],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99586713,0.0022177466,0.0006502343,0.0002203471,0.00053331506,0.00051124924],"domain_scores_gemma":[0.9968809,0.0013038088,0.0007337022,0.00021633254,0.00055908365,0.00030620542],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0018835197,0.00012738463,0.00029235854,0.00031735038,0.005428106,0.001004099,0.0021922677,0.00013263233,0.00072385103],"category_scores_gemma":[0.0032026726,0.00011088629,0.000060559054,0.0006983354,0.0003731168,0.0013179395,0.0004662698,0.001121037,0.0000064518786],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017012241,0.0010161635,0.7089477,0.00004683023,0.00011276884,0.00010140941,0.031048022,0.002155775,0.00004819124,0.049797457,0.1764241,0.030131416],"study_design_scores_gemma":[0.0021643902,0.000055857716,0.12137643,0.00003302535,0.0001290746,0.0051111206,0.018349512,0.053042587,0.000026057194,0.03978066,0.759415,0.0005163103],"about_ca_topic_score_codex":0.0007985628,"about_ca_topic_score_gemma":0.0014406602,"teacher_disagreement_score":0.5875713,"about_ca_system_score_codex":0.00034567335,"about_ca_system_score_gemma":0.0030364858,"threshold_uncertainty_score":0.9958667},"labels":[],"label_agreement":null},{"id":"W4280653845","doi":"10.1097/der.0000000000000896","title":"Readability, Quality, and Comprehensiveness of Patient Online Health Resources for Hand Dermatitis","year":2022,"lang":"en","type":"article","venue":"Dermatitis","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Readability; Medicine; Quality (philosophy); Dermatology; Epistemology; Computer science","score_opus":0.12390059570888036,"score_gpt":0.4241395894218829,"score_spread":0.30023899371300256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280653845","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93905854,0.0011235038,0.00007516914,0.056217603,0.0012685828,0.0016376944,0.00045672,0.000034131244,0.00012803172],"genre_scores_gemma":[0.9919832,0.0002329017,0.0014614993,0.0054475376,0.00016602756,0.0005974409,0.00008893984,0.0000121733465,0.000010283372],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.997351,0.0011117264,0.00056677667,0.00018544929,0.00050189596,0.0002831881],"domain_scores_gemma":[0.9967218,0.0023280072,0.00042265886,0.00015954762,0.00021058257,0.00015742675],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00081758655,0.000083835395,0.00030011046,0.00008704095,0.0014791768,0.000036199515,0.0001544235,0.000042585976,0.00008991024],"category_scores_gemma":[0.0011891045,0.00010124613,0.000047063917,0.00026409072,0.00037943557,0.00010760813,0.000099924844,0.00010866263,6.823673e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011666232,0.00047455807,0.12281954,0.0014426382,0.000030626823,0.0000012221118,0.65343153,0.000040711508,0.000018278924,0.010453904,0.018292349,0.19298299],"study_design_scores_gemma":[0.00026184882,0.00016899958,0.488622,0.00004753451,0.0000075750754,0.0000032525425,0.05692927,0.000036157344,0.000053314958,0.0042774407,0.449462,0.00013059993],"about_ca_topic_score_codex":0.035963938,"about_ca_topic_score_gemma":0.010626256,"teacher_disagreement_score":0.59650224,"about_ca_system_score_codex":0.00027036568,"about_ca_system_score_gemma":0.00045342543,"threshold_uncertainty_score":0.99982077},"labels":[],"label_agreement":null},{"id":"W4281482575","doi":"10.2196/35874","title":"Potential of Online Recruitment Among 15-25-Year Olds: Feasibility Randomized Controlled Trial","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"TrygFonden","keywords":"Mental health; Promotion (chess); Medicine; Randomized controlled trial; Depression (economics); Test (biology); Intervention (counseling); Gerontology; Family medicine; Psychology; Psychiatry","score_opus":0.2523473638497635,"score_gpt":0.5341050201910492,"score_spread":0.28175765634128574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281482575","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9466126,0.00011210745,0.000016246933,0.0032498147,0.0037328817,0.04226279,0.000050629915,0.000043076856,0.0039198794],"genre_scores_gemma":[0.9590997,0.000116302064,0.00007946101,0.000024037849,0.000817913,0.039489433,0.000043446133,0.000012720328,0.00031698027],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9789748,0.01596043,0.0010446424,0.0002748924,0.0030366085,0.0007085819],"domain_scores_gemma":[0.9886818,0.00935525,0.00052606483,0.00029397404,0.000882877,0.00026004235],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.028658632,0.000125239,0.0010053652,0.00039623881,0.0016625683,0.000052799005,0.0005362559,0.00011730643,0.002080311],"category_scores_gemma":[0.012834512,0.00010851141,0.00038188155,0.001137393,0.001430055,0.0003097048,0.00023639992,0.00087839423,0.000021867785],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.81895834,0.0020832235,0.0008933796,0.000061838065,0.0001066132,0.0000014578108,0.16723436,0.000008955542,0.000019306219,0.0061695273,0.001911652,0.0025513666],"study_design_scores_gemma":[0.8926066,0.00086072535,0.0053880634,0.000024923398,0.000026406933,1.666645e-7,0.09321437,0.00022899621,0.00001771796,0.004341607,0.003157304,0.00013309681],"about_ca_topic_score_codex":0.00447161,"about_ca_topic_score_gemma":0.00052207726,"teacher_disagreement_score":0.07401999,"about_ca_system_score_codex":0.0014275005,"about_ca_system_score_gemma":0.0021541938,"threshold_uncertainty_score":0.9996371},"labels":[],"label_agreement":null},{"id":"W4281550516","doi":"10.21203/rs.3.rs-1694284/v1","title":"Multi-purpose use of social media for health purposes: scooping review of systematic reviews","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sault Area Hospital","funders":"","keywords":"Social media; Systematic review; Data science; Computer science; MEDLINE; Political science; World Wide Web","score_opus":0.7566125936530088,"score_gpt":0.6414458150779992,"score_spread":0.11516677857500957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281550516","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003188278,0.7710755,0.00043693272,0.027533649,0.012251566,0.18355627,0.0015455495,0.0001539856,0.00025830176],"genre_scores_gemma":[0.0053503853,0.884973,0.01149941,0.0005438931,0.002586609,0.09399577,0.0007090638,0.00013294844,0.00020895468],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9753488,0.017074622,0.002745431,0.0006548033,0.0031398558,0.0010365003],"domain_scores_gemma":[0.9668387,0.026050085,0.002867775,0.00092427444,0.0028982698,0.00042087503],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.042741183,0.00026658698,0.00247266,0.00056384626,0.0012270039,0.00007312804,0.0012335172,0.00034859005,0.0003759251],"category_scores_gemma":[0.23375693,0.00026718594,0.0006110171,0.0016256917,0.0006198072,0.00016840527,0.000659621,0.0013398222,0.000010869734],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015468311,0.00020511278,0.00022051603,0.9091513,0.000029548572,4.201422e-7,0.0747303,9.4211356e-7,0.0000024143148,0.002277239,0.008720251,0.004646454],"study_design_scores_gemma":[0.00041642677,0.00024340367,0.0015690245,0.7076461,0.00012677409,3.4340846e-7,0.028823633,0.000038402522,0.0000072724374,0.0006332823,0.26003125,0.000464152],"about_ca_topic_score_codex":0.006753862,"about_ca_topic_score_gemma":0.0025492543,"teacher_disagreement_score":0.251311,"about_ca_system_score_codex":0.0023324478,"about_ca_system_score_gemma":0.009967934,"threshold_uncertainty_score":0.999978},"labels":[],"label_agreement":null},{"id":"W4281720148","doi":"10.2196/36315","title":"Exploring Public Perceptions of Dental Care Affordability in the United States: Mixed Method Analysis via Twitter","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Thematic analysis; Social media; Public opinion; Sample (material); Content analysis; Health care; Theme (computing); Thematic map; Payment; Public health; Public relations; Advertising; Psychology; Political science; Medicine; Business; Qualitative research; Geography; Sociology; Politics; Nursing; Computer science; Social science","score_opus":0.48956028776170557,"score_gpt":0.5636772779339225,"score_spread":0.07411699017221696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281720148","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9938588,0.000019297255,0.00038579156,0.0034776125,0.0003333591,0.0013692889,0.000031544798,0.000017038265,0.0005072674],"genre_scores_gemma":[0.99169725,0.000046701443,0.00020957309,0.000048594455,0.00007543543,0.0077402615,0.00016979172,0.0000059188606,0.00000644292],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.988012,0.009284651,0.00034181264,0.00017181184,0.0016623705,0.0005273386],"domain_scores_gemma":[0.99429345,0.0046725865,0.000099785655,0.00025661543,0.0005684127,0.00010913576],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.010046844,0.0000683395,0.00017564929,0.0013392539,0.0017446893,0.00006135128,0.0005809608,0.00003752657,0.000612973],"category_scores_gemma":[0.0011331906,0.00005826693,0.00010369016,0.010510501,0.00040904022,0.00050820847,0.00017204075,0.00073266367,0.000010071096],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011449655,0.00015961545,0.13320087,0.000036808957,0.000023977776,3.1108112e-7,0.8605366,0.00008895455,0.0000057646257,0.00056886784,0.00011207221,0.005254753],"study_design_scores_gemma":[0.00007972864,0.00005946836,0.28931716,0.0000028023494,0.0000074011127,1.0713614e-7,0.7061521,0.0003870055,0.000006836539,0.0003601039,0.0035865027,0.000040781975],"about_ca_topic_score_codex":0.03596907,"about_ca_topic_score_gemma":0.013662742,"teacher_disagreement_score":0.15611628,"about_ca_system_score_codex":0.001634497,"about_ca_system_score_gemma":0.00043153833,"threshold_uncertainty_score":0.99955493},"labels":[],"label_agreement":null},{"id":"W4281724161","doi":"10.31235/osf.io/pb47w","title":"Doctors on YouTube: Exploring the Uses and Gratifications of Health Vloggers","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Uses and gratifications theory; Social media; Health professionals; Psychology; Sociology; Advertising; World Wide Web; Business; Computer science; Political science; Health care","score_opus":0.5518782808125104,"score_gpt":0.49240824694933527,"score_spread":0.059470033863175176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281724161","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.899067,0.00068091974,0.00002611799,0.07473384,0.016327556,0.0026686064,0.000031161195,0.00010665566,0.00635818],"genre_scores_gemma":[0.9908249,0.0038712122,0.0003249737,0.00048404714,0.00058465765,0.0036756021,0.0000286058,0.000015765261,0.0001902817],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99752355,0.0010257805,0.0004245448,0.00028165785,0.0005011619,0.00024328352],"domain_scores_gemma":[0.99618685,0.002880812,0.00037861912,0.0003572347,0.000086509644,0.00010999095],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0022830719,0.00010692991,0.0002258954,0.00011616002,0.0013503877,0.000051122017,0.0003494354,0.00007309144,0.00028379768],"category_scores_gemma":[0.0027009854,0.000087147884,0.00005292185,0.00032113906,0.00036211783,0.00006618567,0.0001408964,0.00046175552,0.000003232251],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006628757,0.00013756429,0.040297575,0.00020869277,0.000033488697,9.6152384e-8,0.66835433,0.000117435804,0.0000021384965,0.2100487,0.0033318903,0.07746148],"study_design_scores_gemma":[0.000118015596,0.00011047115,0.30271488,0.00016921795,0.00003888443,1.2170278e-7,0.4833822,0.000010503895,0.000036416248,0.011082337,0.20197347,0.00036349462],"about_ca_topic_score_codex":0.067523606,"about_ca_topic_score_gemma":0.0047372193,"teacher_disagreement_score":0.2624173,"about_ca_system_score_codex":0.00045857418,"about_ca_system_score_gemma":0.0017368791,"threshold_uncertainty_score":0.9999497},"labels":[],"label_agreement":null},{"id":"W4281754825","doi":"10.1200/jco.2022.40.16_suppl.11042","title":"Are YouTube videos a reliable information source for young women with metastatic breast cancer?","year":2022,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre; McGill University","funders":"","keywords":"Medicine; Breast cancer; Credibility; Metastatic breast cancer; Population; Health professionals; Family medicine; Health care; Cancer; Internal medicine","score_opus":0.19664488399771884,"score_gpt":0.5143334902630637,"score_spread":0.3176886062653449,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281754825","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9338068,0.00011004192,0.0005438783,0.052551154,0.0112570515,0.0010506879,0.0000372049,0.000020032778,0.00062318135],"genre_scores_gemma":[0.98766905,0.00022630818,0.0025790199,0.0050344486,0.0031056392,0.0012201178,0.0000025261163,0.000014321787,0.00014857475],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965048,0.00088913715,0.0014980583,0.00009538011,0.0006507002,0.00036196384],"domain_scores_gemma":[0.9888779,0.005685226,0.00414724,0.00008561966,0.0008384549,0.00036556565],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.009834531,0.00007588019,0.0006480508,0.00011764639,0.000600837,0.000029001676,0.00029760163,0.000107982196,0.00037399624],"category_scores_gemma":[0.011425523,0.00006316533,0.00011406093,0.00036746365,0.00020117933,0.0005570424,0.000034221783,0.0006561297,0.00000481998],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0071682683,0.0011739216,0.30626246,0.000118828146,0.000324984,0.00001724145,0.11700208,0.0016342935,0.0000014764717,0.0010025995,0.030064806,0.535229],"study_design_scores_gemma":[0.0022268048,0.002530214,0.12658294,0.00002676768,0.00009925751,0.000034238758,0.08582365,0.00007244289,2.927395e-7,0.00080035743,0.7817088,0.00009425727],"about_ca_topic_score_codex":0.0019841518,"about_ca_topic_score_gemma":0.0012827532,"teacher_disagreement_score":0.75164396,"about_ca_system_score_codex":0.0017448877,"about_ca_system_score_gemma":0.0068261013,"threshold_uncertainty_score":0.9988043},"labels":[],"label_agreement":null},{"id":"W4281771814","doi":"10.2196/37170","title":"Authors’ Response to Peer Reviews of “Patient Recommendations for the Content and Design of Electronic Returns of Genetic Test Results: Interview Study Among Patients Who Accessed Their Genetic Test Results via the Internet”","year":2022,"lang":"en","type":"article","venue":"JMIRx Med","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Test (biology); Content (measure theory); Psychology; Test design; Computer science; Statistics; Biology; Mathematics; Test method","score_opus":0.20064737052348044,"score_gpt":0.4035113498590604,"score_spread":0.20286397933557995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281771814","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93255615,0.0010713838,0.0003244156,0.04464958,0.0011809946,0.019768348,0.00041136512,0.00001644572,0.000021343278],"genre_scores_gemma":[0.99186295,0.00043349285,0.0003416647,0.00020966693,0.00006840547,0.0066410336,0.000024851255,0.000020746009,0.0003971804],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99285215,0.0042871856,0.0015356321,0.00034491075,0.0006239661,0.0003561245],"domain_scores_gemma":[0.978127,0.01881451,0.0014436407,0.00056834245,0.0009271688,0.000119311946],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0094829425,0.00016346306,0.00043132607,0.00013018145,0.000440523,0.000027026648,0.0007426422,0.000057605477,0.000037539998],"category_scores_gemma":[0.047866795,0.00010861869,0.00009258241,0.0008546229,0.00025110878,0.000064788575,0.00019545804,0.00025195777,7.472974e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002489315,0.002259323,0.088732205,0.00016113662,0.00011743439,2.6802815e-7,0.78383297,0.00006221341,0.000378535,0.000027448137,0.030843694,0.09109546],"study_design_scores_gemma":[0.0018566006,0.0065542674,0.7839029,0.00027911874,0.0001522038,3.2446567e-7,0.06081956,0.00031880417,0.00038517517,0.00016058891,0.1453625,0.00020796101],"about_ca_topic_score_codex":0.0022818022,"about_ca_topic_score_gemma":0.002266132,"teacher_disagreement_score":0.7230134,"about_ca_system_score_codex":0.00034792256,"about_ca_system_score_gemma":0.00040107043,"threshold_uncertainty_score":0.9601534},"labels":[],"label_agreement":null},{"id":"W4281831542","doi":"10.2196/36244","title":"Exploring Urological Malignancies on Pinterest: Content Analysis","year":2022,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Prostate cancer; Grading (engineering); Malignancy; Genitourinary system; Kidney cancer; Cancer; Internal medicine","score_opus":0.6611409051432489,"score_gpt":0.4726731760215377,"score_spread":0.18846772912171117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281831542","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9795249,0.0001989588,0.000005031702,0.013596716,0.0043802173,0.0006071201,0.000011786543,0.00008279254,0.0015924892],"genre_scores_gemma":[0.98171353,0.000199244,0.000016888716,0.0013206279,0.0008200315,0.01565616,0.0000036538802,0.0000067526985,0.00026312342],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99854296,0.0003082389,0.00015769097,0.0002105936,0.00048400887,0.00029648887],"domain_scores_gemma":[0.99916935,0.00044950287,0.000090488924,0.00012120665,0.00005830154,0.00011117201],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004248284,0.000064808424,0.00014885502,0.00013412177,0.0007746347,0.000024753788,0.00019951208,0.000028102444,0.0026916978],"category_scores_gemma":[0.00036623218,0.0000649703,0.00009754244,0.0009341649,0.00009878772,0.00009404773,0.000044566845,0.00018837173,0.000023231527],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019208678,0.0004036937,0.68254924,0.00002270393,0.0002637176,0.000012860603,0.2156024,0.0010409026,0.0001503269,0.03771322,0.005207002,0.05684187],"study_design_scores_gemma":[0.000120915516,0.000120435696,0.5870989,0.000007012732,0.000058810583,8.462661e-8,0.024171073,0.000018428202,0.0000301369,0.00015240455,0.38809168,0.00013013303],"about_ca_topic_score_codex":0.010784622,"about_ca_topic_score_gemma":0.0026309048,"teacher_disagreement_score":0.38288468,"about_ca_system_score_codex":0.0008049459,"about_ca_system_score_gemma":0.00022831577,"threshold_uncertainty_score":0.99821997},"labels":[],"label_agreement":null},{"id":"W4282003124","doi":"10.2196/preprints.40049","title":"Examining Twitter Discourse on Dementia during Alzheimer’s Awareness Month in Canada: Infodemiology Study (Preprint)","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dementia; Thematic analysis; Psychology; Influencer marketing; Social media; Promotion (chess); Medical education; Medicine; Qualitative research; Public relations; Political science; Sociology; Disease","score_opus":0.26536809774506526,"score_gpt":0.4436855715201051,"score_spread":0.17831747377503987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4282003124","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9753644,0.00023769955,0.0000050846024,0.0021188117,0.013466342,0.004497737,0.000008242312,0.00008058481,0.004221081],"genre_scores_gemma":[0.9916959,0.000092837,0.000077911216,0.0003596394,0.00070954516,0.00693436,0.000026629767,0.000035567522,0.00006764777],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99428654,0.0021225715,0.0008712252,0.0009617287,0.0009383332,0.00081958185],"domain_scores_gemma":[0.9960198,0.0024917433,0.00047571893,0.00067941746,0.00008511402,0.00024824665],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002526612,0.0003152942,0.0006084922,0.0002735465,0.00071470445,0.000048535265,0.0009048698,0.00022867425,0.001981341],"category_scores_gemma":[0.0025010346,0.00035659765,0.000052697935,0.00035491487,0.00012042504,0.00008905871,0.0009823953,0.001369129,0.000011559177],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000021338876,0.00019087901,0.9183807,0.000031766853,0.00009418434,0.000020474468,0.0762018,0.0033908845,5.451447e-7,0.00012936756,0.00020625856,0.0013318022],"study_design_scores_gemma":[0.00024310294,0.00004010904,0.8005948,0.000051072537,0.000058862202,1.1289433e-7,0.1981463,0.000020022375,0.000004530596,0.00012754576,0.00043189825,0.00028161475],"about_ca_topic_score_codex":0.99769926,"about_ca_topic_score_gemma":0.99817026,"teacher_disagreement_score":0.1219445,"about_ca_system_score_codex":0.0049978215,"about_ca_system_score_gemma":0.01746853,"threshold_uncertainty_score":0.9998886},"labels":[],"label_agreement":null},{"id":"W4282579852","doi":"10.4300/jgme-d-21-01011.1","title":"Just in Time Teaching (JiTT) Infographics App for Teacher Development","year":2022,"lang":"en","type":"article","venue":"Journal of Graduate Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Infographic; Medical education; Curriculum; Accreditation; Faculty development; Teaching method; Graduate medical education; Psychology; Computer science; Professional development; Medicine; Mathematics education; Pedagogy","score_opus":0.1299262943627846,"score_gpt":0.4449292171099744,"score_spread":0.3150029227471898,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4282579852","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93745023,0.00025305004,0.00015543406,0.050986297,0.009171034,0.00078127277,6.436358e-7,0.000019495541,0.0011825584],"genre_scores_gemma":[0.9881083,0.00012605396,0.0047521344,0.0020445974,0.003594795,0.00080341834,0.00002132597,0.000023589999,0.0005258358],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963728,0.00071577425,0.00073801057,0.00011852055,0.00175834,0.00029651375],"domain_scores_gemma":[0.9977126,0.0010552971,0.0005281282,0.000076780634,0.00024582006,0.0003813696],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.010879902,0.00008327692,0.0002048854,0.00042435015,0.0007790274,0.000037143,0.00044102373,0.000097811644,0.0004750393],"category_scores_gemma":[0.01834662,0.000085677406,0.00007419066,0.000512979,0.00011162867,0.00019107097,0.0000364239,0.0009448126,0.000006222545],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000082643965,0.0024409587,0.042735435,0.000069309084,0.000028894705,0.0000024288324,0.24397545,0.0000086681575,0.000008573582,0.003977139,0.06368112,0.6429894],"study_design_scores_gemma":[0.00084278395,0.00015702125,0.043865263,0.00015101851,0.000028153168,0.000014163492,0.055789053,0.00009249145,0.0000061765404,0.0031696036,0.89569104,0.0001932623],"about_ca_topic_score_codex":0.00069675857,"about_ca_topic_score_gemma":0.00021314014,"teacher_disagreement_score":0.8320099,"about_ca_system_score_codex":0.0009563028,"about_ca_system_score_gemma":0.012815674,"threshold_uncertainty_score":0.99278075},"labels":[],"label_agreement":null},{"id":"W4282836686","doi":"10.1503/cjs.007322","title":"Le balado <i>Cold Steel</i> : bilan des 125 premiers épisodes","year":2022,"lang":"fr","type":"editorial","venue":"Canadian Journal of Surgery","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"McGill University; Université de Moncton; University of Calgary; University of Alberta","funders":"","keywords":"Medicine; Humanities; Gynecology","score_opus":0.09042613041467702,"score_gpt":0.3113433338305867,"score_spread":0.2209172034159097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4282836686","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.060139813,0.015994472,0.000004002714,0.0072564655,0.9118784,0.00053508976,0.0002504878,0.000016252898,0.00392499],"genre_scores_gemma":[0.09694941,0.0062469975,0.00020568063,0.0004352277,0.89337224,0.00020844012,0.000075965916,0.00016250751,0.0023435154],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99217314,0.0022209862,0.0016888281,0.0004248529,0.0016477462,0.0018444441],"domain_scores_gemma":[0.9697301,0.022468112,0.0021477705,0.00034361938,0.0013044575,0.004005963],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008083993,0.00044341263,0.0012190229,0.0012266298,0.0032755043,0.00027956805,0.0010250064,0.0010065257,0.0035888678],"category_scores_gemma":[0.03680276,0.0005540209,0.0007230598,0.0019662438,0.002027981,0.00077673513,0.000037657483,0.0023924022,0.000034992303],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00002334602,0.00005057791,0.076633036,0.00026725035,0.00012353415,0.00022459427,0.016164005,0.000018653698,0.000006044501,0.0014490854,0.89306784,0.011972035],"study_design_scores_gemma":[0.00017115913,0.000075699354,0.0046980423,0.0006427011,0.00013166605,0.000018602024,0.013140153,5.443312e-7,0.000010176675,0.00060954806,0.98003566,0.00046603588],"about_ca_topic_score_codex":0.35877293,"about_ca_topic_score_gemma":0.3841824,"teacher_disagreement_score":0.15333399,"about_ca_system_score_codex":0.008098046,"about_ca_system_score_gemma":0.16143204,"threshold_uncertainty_score":0.9999091},"labels":[],"label_agreement":null},{"id":"W4282843403","doi":"10.1503/cjs.007122","title":"The <i>Cold Steel</i> surgical podcast: lessons learned from the first 125 episodes","year":2022,"lang":"en","type":"editorial","venue":"Canadian Journal of Surgery","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McGill University; University of Calgary; University of Alberta","funders":"","keywords":"Medicine; Demographics; Entertainment; Download; Medical education; Library science; Media studies; Visual arts; Demography; World Wide Web","score_opus":0.1569571723463323,"score_gpt":0.36611734887637154,"score_spread":0.20916017653003924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4282843403","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0029518108,0.010223608,2.842232e-7,0.13834444,0.84702355,0.00033327183,0.00035562465,0.000011571506,0.00075583],"genre_scores_gemma":[0.0064598825,0.012538496,0.00000694253,0.0003600546,0.9797893,0.0001520739,0.000058670223,0.00006602115,0.00056852686],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9939591,0.0018670307,0.0010055751,0.00029068376,0.0018486963,0.001028904],"domain_scores_gemma":[0.83892727,0.15683879,0.0015284865,0.0004885644,0.0008214886,0.0013953778],"candidate_categories":["metaresearch","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009340458,0.00026267595,0.0006607008,0.00022967385,0.006071192,0.0005794892,0.0015145184,0.0006730622,0.0010536064],"category_scores_gemma":[0.051827677,0.00019221244,0.00051719777,0.00076818257,0.0009872991,0.00020955037,0.0000430972,0.0028237381,0.000022779297],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002296672,0.000010348319,0.0048967106,0.000009253291,0.000066231565,0.00016973194,0.0072503737,0.000002759013,5.9981154e-8,0.0004960814,0.9775962,0.009479272],"study_design_scores_gemma":[0.00010438996,0.000014708728,0.0013412713,0.00014881819,0.00006637225,0.0000037967004,0.0072611105,2.0724869e-7,2.9114943e-7,0.0005218943,0.9903389,0.0001982296],"about_ca_topic_score_codex":0.36663023,"about_ca_topic_score_gemma":0.6992704,"teacher_disagreement_score":0.33264023,"about_ca_system_score_codex":0.0023986627,"about_ca_system_score_gemma":0.051227357,"threshold_uncertainty_score":0.9998596},"labels":[],"label_agreement":null},{"id":"W4282916774","doi":"10.1097/phh.0000000000001518","title":"Let's Talk About It: A Narrative Review of Digital Approaches for Disseminating and Communicating Health Research and Innovation","year":2022,"lang":"en","type":"review","venue":"Journal of Public Health Management and Practice","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Dissemination; Knowledge translation; Presentation (obstetrics); Public relations; Digital health; Information Dissemination; Warrant; Knowledge management; Action (physics); Narrative; Computer science; Business; Political science; World Wide Web; Medicine; Health care; Telecommunications","score_opus":0.8325014120779222,"score_gpt":0.6389502166754097,"score_spread":0.19355119540251242,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4282916774","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000009511081,0.85324055,0.000082217244,0.14001742,0.00032788198,0.0037003718,0.000011715792,0.000005248911,0.002605096],"genre_scores_gemma":[0.000036669444,0.993736,0.00424859,0.0009417881,0.00033305792,0.00053851254,0.00005173849,0.000019983416,0.00009365653],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98973113,0.006365749,0.0020820575,0.00026218724,0.0010350222,0.0005238428],"domain_scores_gemma":[0.9641548,0.028073706,0.006373172,0.00020559765,0.0008641797,0.0003285584],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.08156396,0.00016425492,0.0011068968,0.0007019847,0.0018388248,0.00031242878,0.000336861,0.00009131179,0.000013665008],"category_scores_gemma":[0.060623392,0.00015152828,0.00006047651,0.0022998664,0.00033271647,0.0013385742,0.00024997102,0.00099662,1.09775115e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005290408,0.00009204424,0.0000077566365,0.10674986,0.00006736517,4.8371135e-7,0.033209424,4.4806443e-9,5.545015e-10,0.01784628,0.0028854131,0.83913606],"study_design_scores_gemma":[0.0001131562,0.00032567937,0.000014649112,0.023853801,0.000053633397,0.00001931675,0.11593104,0.0000013273177,5.9053057e-10,0.00027656535,0.85933167,0.00007917191],"about_ca_topic_score_codex":0.0002337957,"about_ca_topic_score_gemma":0.00003700761,"teacher_disagreement_score":0.85644627,"about_ca_system_score_codex":0.0007286315,"about_ca_system_score_gemma":0.0030523825,"threshold_uncertainty_score":0.99946064},"labels":[],"label_agreement":null},{"id":"W4283069048","doi":"10.2196/32718","title":"User- and Message-Level Correlates of Endorsement and Engagement for HIV-Related Messages on Twitter: Cross-sectional Study","year":2022,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Mental Health","keywords":"Cross-sectional study; Social media; Human immunodeficiency virus (HIV); Psychology; Internet privacy; Cross-platform; Advertising; Environmental health; Computer science; World Wide Web; Medicine; Business; Family medicine","score_opus":0.14064057150209597,"score_gpt":0.41571929910198396,"score_spread":0.275078727599888,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283069048","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98214954,0.0007928804,0.000019165951,0.0114636775,0.001471001,0.0037534765,0.00009104158,0.000043776585,0.00021541934],"genre_scores_gemma":[0.995771,0.00041520895,0.000067836816,0.00049374823,0.00012508642,0.002811597,0.00004244627,0.000013266068,0.00025982293],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99676067,0.0012998692,0.0005354301,0.00038963827,0.00054648146,0.00046789614],"domain_scores_gemma":[0.99650556,0.0025128417,0.0003211151,0.00012892723,0.00013936684,0.0003921948],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0070236498,0.0001256661,0.0002856116,0.00014562972,0.0019499084,0.00009542348,0.00012224913,0.00006349201,0.00008408244],"category_scores_gemma":[0.0014603196,0.000131227,0.00002521844,0.0003115542,0.00021948501,0.000116777504,0.00009011551,0.00026177146,6.448794e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047124715,0.00026287834,0.951874,0.00009780416,0.00002071841,3.0937457e-7,0.036330786,0.0000026546684,7.30228e-7,0.002672768,0.00092966075,0.0077605206],"study_design_scores_gemma":[0.0010814333,0.0005973162,0.90972537,0.0000041217936,7.5221897e-7,8.2915915e-7,0.01937028,0.000035517885,1.608689e-7,0.00017060028,0.06891041,0.000103183695],"about_ca_topic_score_codex":0.0012722834,"about_ca_topic_score_gemma":0.00047686748,"teacher_disagreement_score":0.06798075,"about_ca_system_score_codex":0.00025876507,"about_ca_system_score_gemma":0.0008094458,"threshold_uncertainty_score":0.9993494},"labels":[],"label_agreement":null},{"id":"W4283071962","doi":"10.1016/j.ygyno.2022.06.002","title":"Social media in gynecologic oncology: A new frontier","year":2022,"lang":"en","type":"editorial","venue":"Gynecologic Oncology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Social media; Gynecologic oncology; Frontier; Medicine; Convention; The Internet; Family medicine; Public relations; Oncology; Internal medicine; Political science; Social science; Sociology; World Wide Web","score_opus":0.11250853145692091,"score_gpt":0.44768798791570286,"score_spread":0.33517945645878194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283071962","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0033259508,0.0012736589,0.0000034775949,0.022192769,0.9078716,0.0036920123,0.00010410822,0.000412059,0.06112437],"genre_scores_gemma":[0.0020365866,0.003938475,0.0013185545,0.0013738071,0.97834605,0.008786561,0.0010055557,0.00013457557,0.003059815],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9831938,0.008433954,0.0018660292,0.0017467933,0.0020543681,0.0027050525],"domain_scores_gemma":[0.8794247,0.11635431,0.0021634742,0.0006086841,0.0005518791,0.00089698954],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.009187386,0.0007951094,0.0026947933,0.0009975238,0.0020663824,0.0000971814,0.0024839302,0.009545055,0.022891177],"category_scores_gemma":[0.16446775,0.000902858,0.0004261845,0.0019718956,0.0015367782,0.00027965524,0.0007321093,0.0064166454,0.0006417376],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00013224718,0.0007690221,0.0010050397,0.00003709733,0.000048906317,0.00022488424,0.060143787,0.0000029481596,7.1352963e-7,0.0012791654,0.8054793,0.13087691],"study_design_scores_gemma":[0.002042478,0.0011863142,0.003946433,0.000012489094,0.0001435717,0.0000013432053,0.023448039,0.000001522276,2.541699e-7,0.011003561,0.9574359,0.0007780964],"about_ca_topic_score_codex":0.012822106,"about_ca_topic_score_gemma":0.25007138,"teacher_disagreement_score":0.23724927,"about_ca_system_score_codex":0.033525996,"about_ca_system_score_gemma":0.058593415,"threshold_uncertainty_score":0.9993422},"labels":[],"label_agreement":null},{"id":"W4283272773","doi":"10.2196/preprints.40298","title":"Social Media Recruitment Strategies to Recruit Pregnant Women into a Longitudinal Observational Cohort Study: An Evaluation (Preprint)","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social media; Context (archaeology); Advertising; Cohort; Observational study; Medicine; Psychology; Demography; Business; Computer science; World Wide Web; Geography; Sociology","score_opus":0.5645786334468338,"score_gpt":0.5280740177115448,"score_spread":0.03650461573528896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283272773","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9435043,0.00007742854,0.00007194829,0.0055795647,0.011483647,0.034145802,0.000025125963,0.0003552721,0.004756926],"genre_scores_gemma":[0.8194141,0.00010294635,0.0015777946,0.00014981824,0.0034539646,0.17463432,0.00047280945,0.00005423956,0.00014000654],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9865625,0.0046523274,0.0011893128,0.0017249912,0.004911471,0.00095939386],"domain_scores_gemma":[0.99391514,0.0024646246,0.00069423235,0.00081846956,0.0014259998,0.0006815077],"candidate_categories":["metaresearch","metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01751585,0.00047149666,0.000763019,0.0003960185,0.0023514035,0.00061227346,0.001341423,0.0004685317,0.010141676],"category_scores_gemma":[0.008782201,0.0005478711,0.0001389725,0.0009629993,0.00023364573,0.0005912913,0.0010713537,0.0010441018,0.00007519318],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00007206074,0.0009896972,0.26914448,0.00007729796,0.00013988046,0.0000023325115,0.68223876,0.00069239823,0.000006058023,0.0072484137,0.0006896981,0.03869891],"study_design_scores_gemma":[0.00025912304,0.00021229603,0.68777025,0.000050475315,0.00009750102,1.1868139e-7,0.273293,0.00004788558,0.000002264704,0.031942923,0.005872112,0.00045205958],"about_ca_topic_score_codex":0.032907214,"about_ca_topic_score_gemma":0.08769776,"teacher_disagreement_score":0.41862577,"about_ca_system_score_codex":0.013539369,"about_ca_system_score_gemma":0.016725793,"threshold_uncertainty_score":0.99969727},"labels":[],"label_agreement":null},{"id":"W4283317672","doi":"10.2196/35324","title":"An Examination of Patients and Caregivers on Reddit Navigating Brain Cancer: Content Analysis of the Brain Tumor Subreddit","year":2022,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences","keywords":"Brain tumor; Brain cancer; Cancer; Psychology; Medicine; Oncology; Internal medicine; Pathology","score_opus":0.06811118237043093,"score_gpt":0.3994125824236747,"score_spread":0.3313014000532438,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283317672","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.991699,0.00010966572,4.1480874e-7,0.0053182947,0.001476525,0.0009824157,0.00028503264,0.0000111275,0.000117570955],"genre_scores_gemma":[0.99775195,0.000025063708,0.000006300008,0.0005007846,0.0001464051,0.0014861549,0.000027005652,0.000007856818,0.00004845495],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980498,0.0006739332,0.0002447481,0.0001972011,0.00066566543,0.00016865898],"domain_scores_gemma":[0.9982936,0.00078623707,0.0004806055,0.00014748362,0.00022192544,0.000070175774],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000680162,0.00006864024,0.0001896729,0.000093000795,0.0004858393,0.000010246488,0.00020805812,0.00003390909,0.00033343973],"category_scores_gemma":[0.00068505155,0.00006463062,0.00006155039,0.0013096447,0.00020796125,0.00009518326,0.000034054403,0.00015507417,1.0466777e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043606105,0.00015145671,0.6459789,0.000048071568,0.00010270439,1.8748919e-7,0.23892857,0.0006471107,0.00033751328,0.0005166977,0.0015290234,0.11171614],"study_design_scores_gemma":[0.00023755981,0.00009837686,0.9608241,0.0000368841,0.00007501541,1.0126177e-8,0.034198496,0.00017633765,0.00014429525,0.00001588822,0.004121466,0.00007157904],"about_ca_topic_score_codex":0.057174798,"about_ca_topic_score_gemma":0.016702617,"teacher_disagreement_score":0.31484517,"about_ca_system_score_codex":0.00090571825,"about_ca_system_score_gemma":0.0003947713,"threshold_uncertainty_score":0.94910353},"labels":[],"label_agreement":null},{"id":"W4283388005","doi":"10.1017/cjn.2022.234","title":"P.150 The Canadian Medical Student Interest Group in Neurosurgery (CaMSIGN) platform: a retrospective study on Canadian medical students","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Winnipeg; Saskatoon Medical Imaging; Vancouver Biotech (Canada)","funders":"","keywords":"Neurosurgery; Retrospective cohort study; Medicine; Medical school; Psychology; Family medicine; Medical education; Demography; Surgery; Sociology","score_opus":0.1113930534332389,"score_gpt":0.3933387767378337,"score_spread":0.2819457233045948,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283388005","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.927772,0.00028546288,4.4920733e-7,0.0580691,0.0093187615,0.0011465555,0.000018805187,0.00001934259,0.0033695586],"genre_scores_gemma":[0.97528255,0.0001770713,0.000017556456,0.023354365,0.0010108988,0.00011927725,5.401161e-7,0.000022391434,0.000015355801],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9792098,0.007286072,0.0015781347,0.0008804888,0.0079334965,0.0031120325],"domain_scores_gemma":[0.98293126,0.0031796228,0.00086537685,0.00029208366,0.00056557206,0.012166115],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.045015734,0.00044462061,0.0007312604,0.0029286286,0.01751084,0.0016903846,0.009339943,0.0004438083,0.0034050911],"category_scores_gemma":[0.03566385,0.0003237491,0.00024961482,0.0045277476,0.008574212,0.00083950267,0.00025601525,0.0062281187,0.000013465496],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000043904052,0.0001762839,0.96792936,0.000001572929,0.000015029837,0.012691901,0.011740129,0.00020881399,1.4574842e-7,0.003130801,0.0012967489,0.0027652855],"study_design_scores_gemma":[0.00046188614,0.027218617,0.92456305,0.00004043184,0.000020429577,0.0027692001,0.016475698,0.00010174317,2.6485324e-7,0.0024549013,0.02552952,0.0003642372],"about_ca_topic_score_codex":0.91309965,"about_ca_topic_score_gemma":0.99971575,"teacher_disagreement_score":0.08661606,"about_ca_system_score_codex":0.0060857916,"about_ca_system_score_gemma":0.07662022,"threshold_uncertainty_score":0.99992144},"labels":[],"label_agreement":null},{"id":"W4283389106","doi":"10.2196/38068","title":"Predicting Participant Engagement in a Social Media–Delivered Lifestyle Intervention Using Microlevel Conversational Data: Secondary Analysis of Data From a Pilot Randomized Controlled Trial","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Psychological intervention; Social media; Conversation; Context (archaeology); Randomized controlled trial; Intervention (counseling); Psychology; Social engagement; Medicine","score_opus":0.5547758873891597,"score_gpt":0.5520820084968474,"score_spread":0.002693878892312318,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283389106","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98805416,0.0001739628,0.00015300946,0.0008146452,0.0014016903,0.007321482,0.0019182088,0.000019864669,0.00014299407],"genre_scores_gemma":[0.9915501,0.000041123712,0.000199021,0.000020686417,0.0007282163,0.0044401977,0.003003857,0.0000105135805,0.0000062937434],"study_design_codex":"qualitative","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9758221,0.01941773,0.0014971216,0.00044981274,0.0022548782,0.00055836234],"domain_scores_gemma":[0.96665734,0.031311966,0.0009278839,0.0004949577,0.0004707964,0.0001370321],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.049366415,0.0001211241,0.001135287,0.0009952894,0.0015019764,0.00008254966,0.0012162353,0.000073892246,0.0018712204],"category_scores_gemma":[0.017975627,0.0001229889,0.00018580383,0.002190392,0.00060469424,0.0010633317,0.0013135029,0.0008837358,0.0000046542773],"study_design_candidate":"randomized_trial","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.44728407,0.0015288488,0.0023766556,0.000050266983,0.0018294649,0.000001938475,0.54378957,0.000054478525,0.00007065444,0.00067225745,0.0006145064,0.0017272808],"study_design_scores_gemma":[0.69206893,0.00017724709,0.008280567,0.000046464855,0.0006566068,6.1253544e-8,0.20222354,0.09532725,0.000005049258,0.0006776491,0.0003875214,0.00014913465],"about_ca_topic_score_codex":0.025193011,"about_ca_topic_score_gemma":0.007526626,"teacher_disagreement_score":0.34156603,"about_ca_system_score_codex":0.0009235281,"about_ca_system_score_gemma":0.0022735032,"threshold_uncertainty_score":0.99979794},"labels":[],"label_agreement":null},{"id":"W4283655376","doi":"10.2196/35663","title":"Strengthening the Merci Mon Héros Campaign Through Adaptive Management: Application of Social Listening Methodology","year":2022,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Active listening; Computer science; Business; Psychology; Communication","score_opus":0.17822848193084412,"score_gpt":0.42731542224954217,"score_spread":0.24908694031869805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283655376","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6544017,0.005760281,0.028417643,0.25656518,0.0067816465,0.015160804,0.00013961138,0.00051130174,0.032261815],"genre_scores_gemma":[0.9921634,0.00026949032,0.002343095,0.0013895473,0.00046394675,0.0032577435,0.000031081203,0.000014227479,0.00006746019],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.994039,0.0040913695,0.00046901972,0.00030107299,0.00052305916,0.0005764705],"domain_scores_gemma":[0.9965242,0.0024771364,0.0005306739,0.00017008955,0.00012268737,0.00017519039],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.007194646,0.00010302593,0.00028636807,0.00007821908,0.0028328702,0.000032765085,0.00030912584,0.00006954304,0.000045248857],"category_scores_gemma":[0.0008192425,0.00009816284,0.00004537349,0.0008865052,0.00031875257,0.00013846673,0.00010757987,0.00030919962,0.0000014953481],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004992354,0.00007862794,0.035885263,0.0001235762,0.000025321202,3.118726e-7,0.39667523,0.00000766233,0.000002644926,0.24395515,0.001317121,0.32187918],"study_design_scores_gemma":[0.00032179296,0.00013279622,0.06573539,0.0000033973186,0.0000016685044,0.0000011637871,0.23120295,0.00023455493,4.0896225e-7,0.0026867245,0.69952416,0.00015496442],"about_ca_topic_score_codex":0.0058520185,"about_ca_topic_score_gemma":0.0010943548,"teacher_disagreement_score":0.6982071,"about_ca_system_score_codex":0.00035459633,"about_ca_system_score_gemma":0.000747301,"threshold_uncertainty_score":0.9984653},"labels":[],"label_agreement":null},{"id":"W4283659658","doi":"10.2196/35585","title":"Defining Potentially Unprofessional Behavior on Social Media for Health Care Professionals: Mixed Methods Study","year":2022,"lang":"en","type":"article","venue":"JMIR Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Coding (social sciences); Social media; Health care; Psychology; Medical education; Computer science; Medicine; World Wide Web; Statistics","score_opus":0.11941552395270615,"score_gpt":0.5885336100418048,"score_spread":0.46911808608909866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283659658","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8003116,0.0008029243,0.000118026874,0.10889554,0.07736766,0.0117513295,0.00006586579,0.00023414835,0.00045286628],"genre_scores_gemma":[0.9040222,0.000009789802,0.006294598,0.00603417,0.0054266863,0.07735818,0.0006519972,0.000054675216,0.00014769025],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99051005,0.005098856,0.00068642374,0.0005230492,0.0025529095,0.0006287184],"domain_scores_gemma":[0.99358416,0.0046940683,0.00048901094,0.00019653208,0.00039778376,0.0006384579],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0066868863,0.00018233746,0.00035254244,0.00024351492,0.00501701,0.00003787388,0.00054410804,0.00022231147,0.0016761582],"category_scores_gemma":[0.013044566,0.00019086139,0.00012208219,0.0007305251,0.00018189922,0.000119591634,0.00012801412,0.0008162925,0.00001624866],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006725816,0.0031856357,0.0015597504,0.000046898258,0.000008253675,4.4138605e-7,0.37150288,1.6142089e-7,9.0031e-7,0.0085992925,0.03933089,0.57569766],"study_design_scores_gemma":[0.0007454262,0.00029314804,0.10589171,0.00006375231,0.00003155707,7.36604e-7,0.77569175,0.0000034871803,0.0000027072895,0.00043649928,0.11662236,0.00021687837],"about_ca_topic_score_codex":0.00090921967,"about_ca_topic_score_gemma":0.0011713547,"teacher_disagreement_score":0.57548076,"about_ca_system_score_codex":0.001931737,"about_ca_system_score_gemma":0.02950413,"threshold_uncertainty_score":0.99923646},"labels":[],"label_agreement":null},{"id":"W4283662449","doi":"10.1111/ceo.14130","title":"Social media for pupils: Evolution of podcasts in ophthalmology","year":2022,"lang":"en","type":"letter","venue":"Clinical and Experimental Ophthalmology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; McGill University","funders":"","keywords":"Medicine; Schedule; Social media; Ophthalmology; Medical education; World Wide Web; Computer science","score_opus":0.29106499140160985,"score_gpt":0.5174288520729395,"score_spread":0.2263638606713297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283662449","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80449444,0.002061875,6.1990806e-7,0.17140013,0.017738618,0.0018607923,0.00008683317,0.000024630199,0.002332046],"genre_scores_gemma":[0.9720981,0.000053649313,0.00024967693,0.010359994,0.013749011,0.0029517019,0.0003034299,0.000053496464,0.00018095775],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9948911,0.002062852,0.0012393342,0.00069920445,0.00038623004,0.0007212671],"domain_scores_gemma":[0.9881588,0.01084841,0.00058372214,0.00018027483,0.000096887445,0.00013187337],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019509525,0.0002561236,0.0010211713,0.0002485467,0.0004427392,0.000012595561,0.0004403174,0.0018961014,0.0013346017],"category_scores_gemma":[0.0042216084,0.00029684606,0.00025607395,0.00030766075,0.0022216868,0.00008413787,0.00018564217,0.001400583,0.000008327976],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002693719,0.0038908238,0.27534842,0.0009282263,0.00028989997,0.0021514476,0.118745334,0.0000013840762,0.000112642476,0.018906819,0.571868,0.005063306],"study_design_scores_gemma":[0.005227044,0.0041874405,0.08921663,0.00011046221,0.00014229772,0.0007089268,0.039424684,0.0000123906875,0.00006540403,0.041002166,0.8183687,0.0015338571],"about_ca_topic_score_codex":0.002765491,"about_ca_topic_score_gemma":0.000036315392,"teacher_disagreement_score":0.24650072,"about_ca_system_score_codex":0.0005542626,"about_ca_system_score_gemma":0.00083308836,"threshold_uncertainty_score":0.9999484},"labels":[],"label_agreement":null},{"id":"W4283693045","doi":"10.2196/33767","title":"An Innovative Use of Twitter to Disseminate and Promote Medical Student Scholarship During the COVID-19 Pandemic: Usability Study","year":2022,"lang":"en","type":"article","venue":"JMIR Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Brody School of Medicine","keywords":"Social media; Scholarship; Session (web analytics); Medical education; Presentation (obstetrics); Dissemination; Pandemic; Coronavirus disease 2019 (COVID-19); Psychology; World Wide Web; Medicine; Computer science; Political science","score_opus":0.1476888933696349,"score_gpt":0.5378158103181525,"score_spread":0.39012691694851764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283693045","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9490673,0.000025896552,0.0000070448527,0.0451217,0.0018279807,0.0038654355,0.0000035095118,0.00006206709,0.00001906496],"genre_scores_gemma":[0.98960006,0.000015065399,0.00005404738,0.0043002283,0.00056343887,0.005401236,0.000010596732,0.000011470965,0.00004383519],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9934847,0.0026455668,0.0005214886,0.0003992021,0.0026419717,0.00030710569],"domain_scores_gemma":[0.99599516,0.002012179,0.00021247982,0.00033520197,0.00029921686,0.0011457863],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008511639,0.00011103251,0.00019748033,0.00012844357,0.0011685513,0.00006385134,0.0005914973,0.00012135126,0.0013923084],"category_scores_gemma":[0.04635921,0.00009164824,0.000021484015,0.0013358981,0.0005361501,0.0002681956,0.00020328922,0.0007210412,0.000002741299],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030200401,0.0014807064,0.6731149,0.00002966257,0.0000068880286,8.005907e-7,0.31226593,4.3243645e-7,0.0000132838395,0.00012111335,0.0002726354,0.012663436],"study_design_scores_gemma":[0.00023747864,0.0001962725,0.8756953,0.000020994723,0.000008069458,0.0000036406175,0.10859998,0.00000531033,0.0000030615981,0.00019433865,0.014943295,0.00009225815],"about_ca_topic_score_codex":0.0046748873,"about_ca_topic_score_gemma":0.0015216422,"teacher_disagreement_score":0.20366596,"about_ca_system_score_codex":0.0010824418,"about_ca_system_score_gemma":0.0070578917,"threshold_uncertainty_score":0.99952054},"labels":[],"label_agreement":null},{"id":"W4283733777","doi":"10.1111/jocd.15194","title":"Hair loss treatment and restoration: Online interest trends and video‐based social media content","year":2022,"lang":"en","type":"article","venue":"Journal of Cosmetic Dermatology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mediprobe Research (Canada); University of Toronto","funders":"","keywords":"Social media; Public interest; Hair loss; Coronavirus disease 2019 (COVID-19); Pandemic; Special Interest Group; Internet privacy; Medicine; Dermatology; Political science; Computer science; Pathology; World Wide Web","score_opus":0.22967738403752494,"score_gpt":0.41320217800801057,"score_spread":0.18352479397048563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283733777","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9011202,0.0010277234,0.000024699128,0.09440819,0.0031773765,0.00014009206,0.000011484276,0.000010747773,0.000079474616],"genre_scores_gemma":[0.99821275,0.00021237625,0.0003034162,0.00053099997,0.00065407355,0.0000507734,0.000007947125,0.000007857217,0.000019803032],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981031,0.00086216006,0.00046744678,0.00009627229,0.0002639216,0.00020711342],"domain_scores_gemma":[0.99728715,0.0018455724,0.0004633949,0.000055418164,0.00016717215,0.00018130547],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048080902,0.00009002351,0.00032988706,0.00027767877,0.00060619734,0.000029250903,0.00011660778,0.00007404063,0.00013568772],"category_scores_gemma":[0.0010014552,0.00008517848,0.00005412883,0.00025958038,0.0004104944,0.00010075129,0.000027421853,0.00021322284,7.835888e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009342969,0.0014581964,0.19058543,0.00007709138,0.00022147199,0.00046670434,0.31214947,0.000014105413,0.00018918475,0.024838414,0.014406174,0.45465946],"study_design_scores_gemma":[0.006403782,0.0013833112,0.36582983,0.00004916099,0.0003120262,0.0013176558,0.09754246,0.00014207428,0.00009731014,0.0043531326,0.5221574,0.00041187968],"about_ca_topic_score_codex":0.00023986188,"about_ca_topic_score_gemma":0.002145209,"teacher_disagreement_score":0.5077512,"about_ca_system_score_codex":0.0005129361,"about_ca_system_score_gemma":0.000776152,"threshold_uncertainty_score":0.4662441},"labels":[],"label_agreement":null},{"id":"W4283810004","doi":"10.1093/asj/sjac186","title":"Altmetric Analysis of the Most-Mentioned Articles Online in Plastic Surgery","year":2022,"lang":"en","type":"article","venue":"Aesthetic Surgery Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Plastic surgery; MEDLINE; General surgery; Surgery","score_opus":0.10353968259718305,"score_gpt":0.35462780827962476,"score_spread":0.2510881256824417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283810004","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9867576,0.00047786196,0.000010138475,0.0057688504,0.006757036,0.00017805002,0.000008474161,0.000011600783,0.000030429579],"genre_scores_gemma":[0.99937433,0.00028166838,0.000021242115,0.000104235754,0.00011247692,0.000072069655,0.0000065210793,0.000009336882,0.000018105922],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9957141,0.001964146,0.0007623825,0.00013804898,0.0010365016,0.00038477677],"domain_scores_gemma":[0.9858125,0.013084054,0.00062984193,0.00017546429,0.00015205731,0.00014611168],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0055448036,0.00008086179,0.00036704398,0.0015862648,0.00092535815,0.000034708883,0.00024432453,0.000043294553,0.00070702494],"category_scores_gemma":[0.004701097,0.00007157693,0.00033727256,0.010826646,0.0001821553,0.00010915241,0.00004452548,0.00035655036,0.000002432525],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016981272,0.00033815697,0.89475304,0.0000027747917,0.000048697515,0.0000068369313,0.0055084955,0.0008691726,0.0000028806114,0.0001473687,0.0010640274,0.09724154],"study_design_scores_gemma":[0.00011579952,0.000013929195,0.9812824,0.000032090724,0.0002085576,0.00006938899,0.012148516,0.00029987146,0.000009735567,0.000630206,0.005059763,0.00012970564],"about_ca_topic_score_codex":0.00291124,"about_ca_topic_score_gemma":0.0018273767,"teacher_disagreement_score":0.097111836,"about_ca_system_score_codex":0.00050582056,"about_ca_system_score_gemma":0.0015892125,"threshold_uncertainty_score":0.7741427},"labels":[],"label_agreement":null},{"id":"W4285012988","doi":"10.2196/39410","title":"Using a Private Facebook Group to Engage Low-Income Families With Young Children With Evidence-Based Nutrition and Dental Health Information","year":2022,"lang":"en","type":"article","venue":"Iproceedings","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Moderation; Social media; Psychological intervention; Psychology; Medicine; Gerontology; Social psychology; Nursing; Political science","score_opus":0.06900389166937676,"score_gpt":0.3462364010251088,"score_spread":0.277232509355732,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285012988","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9927623,0.00009822901,0.00033055546,0.0021995,0.00032483827,0.0040690363,0.000011718884,0.000119177486,0.00008462736],"genre_scores_gemma":[0.9925854,0.000075110074,0.0043379464,0.00093876634,0.00021747734,0.0018098678,0.000017519516,0.000015067604,0.0000028247102],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99828905,0.00011069673,0.00024626945,0.00021560385,0.00075275416,0.00038560358],"domain_scores_gemma":[0.9991299,0.00019021101,0.00025194176,0.000064146465,0.00012425108,0.00023956309],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0011669522,0.00012819629,0.0001691733,0.0002491866,0.0022743584,0.00017339768,0.00015970743,0.00004256796,0.000026639],"category_scores_gemma":[0.0003703685,0.00012777185,0.000016910868,0.0007896926,0.00014970853,0.001439377,0.00004868052,0.00025203376,0.0000044280123],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000221785,0.00008211559,0.81528294,0.00028478517,0.000013165429,4.8195415e-7,0.17545892,0.000047233625,0.00016567108,0.0015918922,0.00008727208,0.006763722],"study_design_scores_gemma":[0.0020734763,0.0016967346,0.80657625,0.0016308248,0.000045507266,0.000030263596,0.17954369,0.00040804202,0.00023915243,0.0001686923,0.006931787,0.0006555727],"about_ca_topic_score_codex":0.009733718,"about_ca_topic_score_gemma":0.00078428845,"teacher_disagreement_score":0.00894943,"about_ca_system_score_codex":0.0011071878,"about_ca_system_score_gemma":0.0005318727,"threshold_uncertainty_score":0.99902457},"labels":[],"label_agreement":null},{"id":"W4285098341","doi":"10.2147/opth.s368674","title":"Navigating Personal and Professional Development Through Social Media in Ophthalmology","year":2022,"lang":"en","type":"article","venue":"Clinical ophthalmology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; Memorial University of Newfoundland; Dalhousie University","funders":"","keywords":"Mentorship; Social media; Medicine; Thematic analysis; Professional development; Ophthalmology; Medical education; Family medicine; Qualitative research","score_opus":0.3390424164146417,"score_gpt":0.5501785856824798,"score_spread":0.21113616926783807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285098341","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9703896,0.00023931144,5.050826e-7,0.010057316,0.016441198,0.0006162181,0.0000058829314,0.000029580546,0.0022203573],"genre_scores_gemma":[0.99569774,0.000013633488,0.001004681,0.00041670346,0.001549617,0.001154539,0.000031849926,0.000018257451,0.00011300082],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9942795,0.0031992097,0.000873916,0.0005167524,0.00048767054,0.0006429305],"domain_scores_gemma":[0.98804766,0.011311135,0.00030094883,0.00008406557,0.00007774006,0.0001784476],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004382376,0.00013962,0.00043805054,0.000041263396,0.0016813601,0.000012672522,0.00031534536,0.0003549785,0.0022744911],"category_scores_gemma":[0.007618867,0.00016000315,0.00006748496,0.00043382822,0.0010538895,0.00010553003,0.00032920236,0.0015438844,0.000026072683],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009705326,0.0005445732,0.73672336,0.0000189423,0.000013420221,0.00027925696,0.23597926,6.1584666e-7,0.0000025479853,0.0031424288,0.00031456642,0.02288395],"study_design_scores_gemma":[0.0007979822,0.00014901381,0.92420965,0.000019652634,0.000007228516,0.0003198135,0.04454685,0.000006791675,0.0000011952781,0.008411907,0.021286834,0.00024305798],"about_ca_topic_score_codex":0.0006092093,"about_ca_topic_score_gemma":0.00011132507,"teacher_disagreement_score":0.1914324,"about_ca_system_score_codex":0.00039973168,"about_ca_system_score_gemma":0.0016716825,"threshold_uncertainty_score":0.9996183},"labels":[],"label_agreement":null},{"id":"W4285332497","doi":"10.2196/34940","title":"Skin Cancer Narratives on Instagram: Content Analysis","year":2022,"lang":"en","type":"article","venue":"JMIR Infodemiology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Skin cancer; Popularity; Social media; Cancer; Population; Narrative; Medicine; Modalities; Cancer prevention; Internet privacy; Psychology; Environmental health; Computer science; World Wide Web; Sociology; Social psychology; Social science; Internal medicine","score_opus":0.3066671788350459,"score_gpt":0.5025227148394134,"score_spread":0.19585553600436745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285332497","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.958588,0.00014522501,0.000022839506,0.03274899,0.0031698865,0.00090494787,0.000016705086,0.00007241577,0.0043309866],"genre_scores_gemma":[0.986193,0.000071207185,0.00011052671,0.00456615,0.00047360366,0.008350719,0.000017384675,0.000006100233,0.0002113196],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975259,0.0012749805,0.0003046115,0.00024484855,0.00027824374,0.00037144136],"domain_scores_gemma":[0.9979842,0.0013979672,0.00023104428,0.00016497694,0.00009120651,0.00013063134],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010859276,0.00008807839,0.0002820245,0.00022436523,0.0009587184,0.00001053529,0.0002743389,0.00010422369,0.0015904314],"category_scores_gemma":[0.0010092198,0.00009052206,0.0001118543,0.0010769443,0.00028611973,0.00005699708,0.00007126643,0.00036090662,0.000018142746],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005117396,0.00010925161,0.62052095,0.0000045775632,0.00011086863,9.3189783e-7,0.31021047,0.0011126759,0.000012834892,0.058426242,0.002067834,0.0073721805],"study_design_scores_gemma":[0.00017778494,0.00013981278,0.5883982,0.0000025247923,0.000034887154,1.3623128e-7,0.062868744,0.0000640529,0.0000040653094,0.0021145015,0.3460469,0.00014839384],"about_ca_topic_score_codex":0.021276776,"about_ca_topic_score_gemma":0.006510261,"teacher_disagreement_score":0.34397906,"about_ca_system_score_codex":0.0007881713,"about_ca_system_score_gemma":0.00053192046,"threshold_uncertainty_score":0.99932224},"labels":[],"label_agreement":null},{"id":"W4285341179","doi":"10.2196/34549","title":"Worldwide Presence of National Anesthesia Societies on Four Major Social Networks in 2021: Observational Case Study","year":2022,"lang":"en","type":"article","venue":"JMIR Perioperative Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Social media; Observational study; Medicine; Political science; Law; Internal medicine","score_opus":0.21944285575030825,"score_gpt":0.4524065962276697,"score_spread":0.23296374047736146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285341179","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95996004,0.00011610157,0.00000761409,0.034960885,0.00097117876,0.002568363,0.000006201834,0.000019755902,0.0013898748],"genre_scores_gemma":[0.9913782,0.000012717214,0.000053781114,0.0009664896,0.002182602,0.0047140424,0.00002120122,0.000014516337,0.0006564355],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99577516,0.0015599821,0.000500596,0.00031180418,0.0015404841,0.0003119611],"domain_scores_gemma":[0.9968065,0.0023271318,0.00022686647,0.000097877695,0.00045115966,0.000090473164],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0026214884,0.00014728772,0.000333395,0.00018671104,0.0015744417,0.000018150027,0.00024863108,0.00006614458,0.0018229136],"category_scores_gemma":[0.0017211771,0.0001441046,0.000044907472,0.0012625857,0.0006247803,0.00016069315,0.000047480036,0.0004815187,0.0000029792313],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013910755,0.00084653025,0.19527878,0.00002124019,0.00002862305,0.00031963142,0.7777615,0.0014551837,0.000028776501,0.011700022,0.010268312,0.0021522627],"study_design_scores_gemma":[0.0015023686,0.0007705459,0.29528633,0.000041997864,0.000012221363,0.00003412169,0.6883554,0.0007978112,0.000001781348,0.00028305742,0.012703464,0.00021092365],"about_ca_topic_score_codex":0.0077501982,"about_ca_topic_score_gemma":0.004240906,"teacher_disagreement_score":0.10000756,"about_ca_system_score_codex":0.00085351575,"about_ca_system_score_gemma":0.0011213602,"threshold_uncertainty_score":0.9997254},"labels":[],"label_agreement":null},{"id":"W4285351226","doi":"10.2196/34044","title":"Examining Hashtag Use of #blackboyjoy and #theblackmancan and Related Content on Instagram: Descriptive Content Analysis","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Mental Health","keywords":"Content analysis; Social media; Descriptive statistics; Psychology; Psychological intervention; Exploratory analysis; Applied psychology; Mental health; Computer science; Sociology; World Wide Web; Data science","score_opus":0.6365182931248333,"score_gpt":0.49688663285957585,"score_spread":0.13963166026525747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285351226","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9947043,0.00015415074,0.000007532695,0.0016560687,0.00035622052,0.0016283132,0.000040609273,0.000024738629,0.0014280566],"genre_scores_gemma":[0.9981884,0.00024613703,0.000049037564,0.000053384894,0.00003667114,0.0010691489,0.000017677643,0.0000103587545,0.00032919712],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99522936,0.0023334825,0.00041601146,0.00026922612,0.0012504205,0.0005014725],"domain_scores_gemma":[0.9952709,0.0034748574,0.00023325316,0.00017584095,0.0005921173,0.00025304183],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003875252,0.000106454776,0.0003139843,0.00076375157,0.001472989,0.000090349575,0.00017530654,0.00007927885,0.00015960535],"category_scores_gemma":[0.0025556379,0.00010348343,0.00005171435,0.0021134077,0.0010705761,0.00045185036,0.0001993518,0.00065993716,0.0000047385647],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022755544,0.00026760282,0.12602636,0.000056133857,0.00027416635,0.000003894019,0.83171326,0.00001310813,0.00017623065,0.020616028,0.000576922,0.020048717],"study_design_scores_gemma":[0.0004916429,0.0008440217,0.54146004,0.00004032783,0.000034314402,6.4552154e-7,0.45191494,0.00030629517,0.00006887196,0.000395778,0.004324539,0.00011859255],"about_ca_topic_score_codex":0.011714258,"about_ca_topic_score_gemma":0.0011103909,"teacher_disagreement_score":0.41543368,"about_ca_system_score_codex":0.00081201503,"about_ca_system_score_gemma":0.00035527837,"threshold_uncertainty_score":0.99982697},"labels":[],"label_agreement":null},{"id":"W4285405493","doi":"10.1016/j.urology.2021.11.048","title":"EDITORIAL COMMENT","year":2022,"lang":"es","type":"editorial","venue":"Urology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Phone; Coronavirus disease 2019 (COVID-19); Social media; Medical education; Qualitative property; 2019-20 coronavirus outbreak; Pandemic; Perception; Family medicine; Psychology; World Wide Web; Internal medicine; Pathology; Statistics","score_opus":0.04071044314328081,"score_gpt":0.3947785978385944,"score_spread":0.3540681546953136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285405493","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000118916105,0.00030678444,0.0000031669304,0.048047956,0.9438349,0.001747695,0.00014215284,0.00012536105,0.005673041],"genre_scores_gemma":[0.00039427454,0.0022122697,0.000014542952,0.0013870228,0.9919532,0.0032095877,0.00052591576,0.00006749848,0.00023569295],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99187374,0.0030098094,0.0007402024,0.00082170573,0.0024111688,0.0011433783],"domain_scores_gemma":[0.9773894,0.02053938,0.0007469858,0.0005356043,0.00038963344,0.00039897193],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0028626763,0.0003866998,0.00073022564,0.00023205868,0.0018751444,0.000092066206,0.0012288818,0.0024522105,0.00732037],"category_scores_gemma":[0.02056704,0.00048033154,0.00020274325,0.00059337495,0.0007518572,0.0001052695,0.0003694044,0.0029489757,0.00072142604],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016344844,0.00024094517,0.0001858449,0.00004429638,0.00004546107,0.0000028004972,0.01501403,0.000005628717,6.6081674e-7,0.0027011891,0.9787309,0.0028648034],"study_design_scores_gemma":[0.0006699052,0.0008388285,0.0000358413,0.000005242261,0.00012600307,2.5303166e-7,0.0016650914,0.0000028976042,2.3393972e-7,0.001147875,0.9951577,0.00035008878],"about_ca_topic_score_codex":0.015230632,"about_ca_topic_score_gemma":0.00069333636,"teacher_disagreement_score":0.048118267,"about_ca_system_score_codex":0.0017237214,"about_ca_system_score_gemma":0.0047700386,"threshold_uncertainty_score":0.99976486},"labels":[],"label_agreement":null},{"id":"W4285794637","doi":"10.2196/37201","title":"Extraction of Explicit and Implicit Cause-Effect Relationships in Patient-Reported Diabetes-Related Tweets From 2017 to 2021: Deep Learning Approach","year":2022,"lang":"en","type":"article","venue":"JMIR Medical Informatics","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Diabetes mellitus; Cognitive psychology; Data science; Natural language processing; Artificial intelligence; Psychology; Medicine","score_opus":0.06323951192790447,"score_gpt":0.37345728056444594,"score_spread":0.3102177686365415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285794637","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9944718,0.00008948351,0.00008552387,0.00061622146,0.0009463974,0.0017408195,0.0000046869495,0.000050155373,0.001994905],"genre_scores_gemma":[0.99747306,0.000045499906,0.0004569255,0.00011332331,0.00011920066,0.0016767649,0.00009175743,0.000011904751,0.000011566566],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99641174,0.0008843664,0.0010061533,0.00014728196,0.0011846538,0.00036578532],"domain_scores_gemma":[0.9958124,0.0029857764,0.000564499,0.00017256245,0.00007540894,0.00038933993],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026184896,0.000119879485,0.000299041,0.00025789643,0.00064589776,0.000028396993,0.00019023,0.0002468913,0.00033190023],"category_scores_gemma":[0.0072770324,0.00012859891,0.0000392628,0.0009343719,0.00010913891,0.0003381107,0.000115877585,0.0010896272,0.00001378109],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002710957,0.00018742406,0.4032682,0.00009789866,0.00004177494,0.0000044881785,0.51707107,0.00030826085,0.000039055132,0.00043390668,0.0005262622,0.077994585],"study_design_scores_gemma":[0.0017474598,0.0006851769,0.71162224,0.0002390372,0.000090627625,0.000009868333,0.24029438,0.023312248,0.000050806924,0.00088109676,0.020472761,0.00059428],"about_ca_topic_score_codex":0.0018084327,"about_ca_topic_score_gemma":0.00021921606,"teacher_disagreement_score":0.30835408,"about_ca_system_score_codex":0.00037895067,"about_ca_system_score_gemma":0.00031203174,"threshold_uncertainty_score":0.8711813},"labels":[],"label_agreement":null},{"id":"W4285817078","doi":"10.2196/37829","title":"Synergy Between Public and Private Health Care Organizations During COVID-19 on Twitter: Sentiment and Engagement Analysis Using Forecasting Models","year":2022,"lang":"en","type":"article","venue":"JMIR Medical Informatics","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Lakehead University","funders":"","keywords":"Sentiment analysis; Social media; Public health; Public engagement; Social media analytics; Health care; Coronavirus disease 2019 (COVID-19); Public relations; Univariate; Computer science; Data science; Business; Psychology; Political science; Medicine; Artificial intelligence; World Wide Web; Nursing; Machine learning","score_opus":0.16822475367190737,"score_gpt":0.41951648036343275,"score_spread":0.2512917266915254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285817078","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9854231,0.000073822375,0.003984241,0.00904686,0.00028298676,0.00095426466,0.000020896006,0.000078654804,0.0001351907],"genre_scores_gemma":[0.9954391,0.00007430915,0.0018122023,0.0020573433,0.00023527526,0.0002492823,0.000115667266,0.000011208616,0.000005598401],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9971869,0.00045975443,0.0006009204,0.00013976543,0.0011991499,0.00041351802],"domain_scores_gemma":[0.9977618,0.0007335026,0.00034945892,0.000138194,0.00008972125,0.0009273419],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0017165618,0.000108515014,0.00025456044,0.00036804026,0.0034458768,0.00012798134,0.00017713603,0.00007638536,0.00016317937],"category_scores_gemma":[0.001749671,0.00011634425,0.000028721794,0.0016116035,0.00016101782,0.00027045573,0.00026725495,0.0003475208,7.942565e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000036141594,0.00005171689,0.06180009,0.00042326498,0.00012722048,0.0000016869051,0.9232075,0.0019967367,2.3780389e-7,0.004776815,0.00016296262,0.0074481177],"study_design_scores_gemma":[0.001344887,0.00020918182,0.011005635,0.00010087077,0.0002741537,0.000006673183,0.8293945,0.11557066,0.0000039990787,0.00066451734,0.04084462,0.0005802824],"about_ca_topic_score_codex":0.0010616462,"about_ca_topic_score_gemma":0.00015789283,"teacher_disagreement_score":0.11357392,"about_ca_system_score_codex":0.0014723652,"about_ca_system_score_gemma":0.0016080767,"threshold_uncertainty_score":0.9978515},"labels":[],"label_agreement":null},{"id":"W4286233688","doi":"10.32768/abc.202293325-328","title":"Challenges of Social Media Platforms for Teleconsultation Usage in Breast Cancer Management During COVID-19 Outbreak In Limited Resources Countries","year":2022,"lang":"en","type":"article","venue":"Archives of Breast Cancer","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Outbreak; Social media; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Breast cancer; Virology; Medicine; Business; Computer science; Internet privacy; World Wide Web; Cancer; Pathology; Internal medicine","score_opus":0.056896447797488967,"score_gpt":0.3602129342302167,"score_spread":0.30331648643272774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4286233688","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9747513,0.0009881657,0.00000391116,0.020354552,0.0007784186,0.0013532673,0.00094024435,0.0000260534,0.00080410374],"genre_scores_gemma":[0.99221414,0.0033472432,0.00009317375,0.00013935482,0.0003683232,0.0037793973,0.000018637576,0.00001838047,0.000021352394],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9981163,0.00018999178,0.0004893899,0.0002942991,0.00049029256,0.00041970777],"domain_scores_gemma":[0.99725544,0.0020765369,0.00039397657,0.000100986515,0.000058969967,0.00011410444],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006910453,0.00012371638,0.00030883966,0.0004689507,0.0004584631,0.000010739201,0.00030573033,0.000055397268,0.00020623734],"category_scores_gemma":[0.0002674625,0.00014074006,0.00006223201,0.0005133578,0.00043144485,0.00016270771,0.00008642298,0.00015995637,3.1394168e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014126945,0.00021023392,0.19171004,0.0011190149,0.000052376625,0.0000022784484,0.698713,0.00060725975,0.00006620711,0.013412569,0.000047041034,0.092647254],"study_design_scores_gemma":[0.00131545,0.000012992542,0.90185463,0.00010294791,0.000017524955,0.0000011859419,0.09144301,0.00003586026,0.000015770032,0.0026316165,0.0024372432,0.00013178523],"about_ca_topic_score_codex":0.022157911,"about_ca_topic_score_gemma":0.07788804,"teacher_disagreement_score":0.7101446,"about_ca_system_score_codex":0.0007504287,"about_ca_system_score_gemma":0.00076943886,"threshold_uncertainty_score":0.9843536},"labels":[],"label_agreement":null},{"id":"W4286293721","doi":"10.1200/jco.2022.40.16_suppl.e18577","title":"Efficacy of an educational comic book for HPV vaccination information in Nigeria.","year":2022,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Comics; Medicine; Cervical cancer; Family medicine; Cancer; Medical education; Internal medicine; Political science","score_opus":0.21323315243281188,"score_gpt":0.5775688223868274,"score_spread":0.3643356699540155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4286293721","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9518985,0.000120013145,0.00006487988,0.03294269,0.01240352,0.0008561463,0.000005883497,0.000004100558,0.0017042368],"genre_scores_gemma":[0.9938517,0.00014370019,0.0020973966,0.0014936724,0.0022057581,0.00015514216,0.000017527254,0.0000047252984,0.000030379131],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99597573,0.0014073909,0.0019913882,0.00006691317,0.00040628805,0.00015228042],"domain_scores_gemma":[0.9813543,0.015448673,0.0024652544,0.00006866099,0.0005108879,0.00015221658],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0105405245,0.000044763223,0.00041082603,0.00021611141,0.00019180478,0.000008452142,0.00026496715,0.00015623002,0.00092682394],"category_scores_gemma":[0.03300559,0.000047341706,0.0001258743,0.00024350939,0.00008387571,0.00063669746,0.000020766653,0.0004197289,0.0000029124058],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020389587,0.0026969402,0.043792833,0.000032414868,0.000028372937,7.798833e-7,0.039256617,0.000492846,0.0000053201456,0.00913376,0.0095955925,0.89292556],"study_design_scores_gemma":[0.0024932022,0.0019144437,0.6351489,0.000004204831,0.000014252503,0.000002010555,0.0052815382,0.000086483844,0.0000028963227,0.004042493,0.35096306,0.000046531604],"about_ca_topic_score_codex":0.00026519908,"about_ca_topic_score_gemma":0.0005646531,"teacher_disagreement_score":0.892879,"about_ca_system_score_codex":0.0007521335,"about_ca_system_score_gemma":0.007801664,"threshold_uncertainty_score":0.99998647},"labels":[],"label_agreement":null},{"id":"W4286433197","doi":"10.1186/s12912-022-00977-0","title":"Nursing students’ use of social media in their learning: a case study of a Canadian School of Nursing","year":2022,"lang":"en","type":"article","venue":"BMC Nursing","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Nursing research; Social media; Nurse education; Nursing; Nursing management; Exploratory research; Medicine; Psychology; Pedagogy; Sociology; Computer science; Social science","score_opus":0.28140616433849636,"score_gpt":0.4601550392162016,"score_spread":0.17874887487770524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4286433197","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9945733,0.00013369134,0.0000059300164,0.00035567302,0.002783223,0.0014530921,0.000010486252,0.000020934223,0.0006636946],"genre_scores_gemma":[0.9992715,0.00000565997,0.00024773175,0.0000056266385,0.0003037798,0.00012378936,0.0000048962816,0.000025675914,0.000011344386],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9956477,0.0019609944,0.00067830377,0.00026536855,0.000925795,0.00052178703],"domain_scores_gemma":[0.99706596,0.001787866,0.00051834685,0.00016340209,0.0001997986,0.00026459552],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016295391,0.00013260101,0.00041941207,0.0011959624,0.0009905777,0.000030967447,0.00031549716,0.00010319728,0.00011603518],"category_scores_gemma":[0.0035223523,0.0001693817,0.00007421536,0.0025135712,0.00047935187,0.00020801614,0.00001961966,0.00046849198,6.1979193e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049509443,0.0015896242,0.21317641,0.000018038836,0.000008551878,0.00001474409,0.76973283,0.00015344111,0.000046372625,0.00025229267,0.00009024584,0.01486795],"study_design_scores_gemma":[0.0005596707,0.0001509385,0.17541473,0.00034221096,0.00004031366,0.000010014293,0.8229322,0.00004619828,0.000020418725,0.00023916183,0.00013033893,0.00011383357],"about_ca_topic_score_codex":0.38966456,"about_ca_topic_score_gemma":0.4301732,"teacher_disagreement_score":0.05319936,"about_ca_system_score_codex":0.0030277183,"about_ca_system_score_gemma":0.0028090174,"threshold_uncertainty_score":0.7917378},"labels":[],"label_agreement":null},{"id":"W4286457189","doi":"10.1111/hsc.13933","title":"The impact of the Caremongering social media movement: A convergent parallel mixed‐methods study","year":2022,"lang":"en","type":"article","venue":"Health & Social Care in the Community","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia; University of Manitoba; Brock University; McMaster University","funders":"","keywords":"Loneliness; Social media; Thematic analysis; Social distance; Psychology; Public relations; Qualitative research; Gerontology; Social psychology; Sociology; Medicine; Political science; Coronavirus disease 2019 (COVID-19); World Wide Web; Computer science; Social science","score_opus":0.20957703115370727,"score_gpt":0.5203405669642589,"score_spread":0.3107635358105516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4286457189","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9741009,0.0013795242,0.0000033648946,0.013819713,0.0061813933,0.0037297348,0.000056996683,0.000039145,0.00068921904],"genre_scores_gemma":[0.9962477,0.00015696652,0.00004315431,0.00072252675,0.00076878833,0.002018562,0.000014347039,0.000022956141,0.000004995494],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9347106,0.06232271,0.00074893306,0.00016637097,0.0012747041,0.00077668723],"domain_scores_gemma":[0.98648024,0.011793714,0.0007297994,0.0006078824,0.00027085847,0.00011750099],"candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.02409729,0.00019121547,0.00041364538,0.00006419975,0.02312061,0.00006816671,0.002361327,0.000108634435,0.00005741272],"category_scores_gemma":[0.004191096,0.00012884887,0.00029585365,0.001474192,0.0007360461,0.00007113924,0.0006717268,0.0023466784,0.0000011668967],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044650686,0.00034211198,0.027248595,0.00003489158,0.000023170734,3.097073e-7,0.91347206,0.00001749841,9.07791e-7,0.0015505976,0.0013950971,0.05587012],"study_design_scores_gemma":[0.0002530224,0.00013182584,0.37127662,0.0000058107016,0.000010076893,1.4565941e-7,0.62272143,0.0000031488178,5.7697247e-7,0.0025982852,0.0029244323,0.000074651616],"about_ca_topic_score_codex":0.27310133,"about_ca_topic_score_gemma":0.22425175,"teacher_disagreement_score":0.34402803,"about_ca_system_score_codex":0.004741684,"about_ca_system_score_gemma":0.0036976135,"threshold_uncertainty_score":0.99995494},"labels":[],"label_agreement":null},{"id":"W4286515843","doi":"10.1016/j.xagr.2022.100079","title":"World Gynecologic Oncology Day: the use of Twitter to raise awareness of gynecologic cancers","year":2022,"lang":"en","type":"article","venue":"AJOG Global Reports","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Türkiye Bilimsel ve Teknolojik Araştırma Kurumu","keywords":"Gynecologic oncology; Social media; Spell; Medicine; Family medicine; Oncology; Political science; Sociology","score_opus":0.23488440943716374,"score_gpt":0.4472436812707974,"score_spread":0.21235927183363365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4286515843","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9682321,0.00013028439,0.000012713027,0.0106696915,0.013112934,0.001728845,0.000016998425,0.000041721672,0.006054718],"genre_scores_gemma":[0.995272,0.000026510768,0.00027390046,0.0025990356,0.0002717491,0.0013162253,0.000007055456,0.0000072217354,0.00022630415],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967819,0.0010722185,0.0006798431,0.00032926287,0.0006865062,0.0004502652],"domain_scores_gemma":[0.99461937,0.0036799551,0.00084957597,0.00039881206,0.00027454647,0.00017771708],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0023859087,0.00011274556,0.0003522271,0.00007947644,0.0006402632,0.000015283496,0.00033382486,0.000093982104,0.0009481597],"category_scores_gemma":[0.010622313,0.000096750715,0.0000941102,0.0016151803,0.00040501938,0.00009187551,0.00021024096,0.00017858252,0.0000045932907],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033276676,0.00017899078,0.9073681,0.000016307726,0.000028552964,0.0000932016,0.016290773,0.0013406043,0.000018937193,0.0015829346,0.056831047,0.016217234],"study_design_scores_gemma":[0.00007471065,0.00017595103,0.32537854,0.0000062119093,0.000027358905,0.0000073559354,0.005179427,0.000003296687,0.000020251891,0.0016357361,0.6673931,0.00009805772],"about_ca_topic_score_codex":0.054869186,"about_ca_topic_score_gemma":0.04450961,"teacher_disagreement_score":0.6105621,"about_ca_system_score_codex":0.0031668916,"about_ca_system_score_gemma":0.0042943642,"threshold_uncertainty_score":0.99996513},"labels":[],"label_agreement":null},{"id":"W4288048731","doi":"10.1097/rhu.0000000000001841","title":"A Qualitative Analysis of Methotrexate Self-injection Education Videos on YouTube","year":2022,"lang":"en","type":"article","venue":"JCR Journal of Clinical Rheumatology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Reliability (semiconductor); Quality (philosophy); The Internet; Methotrexate; Medicine; Computer science; Multimedia; Surgery; World Wide Web","score_opus":0.2536765063620312,"score_gpt":0.6120728065216592,"score_spread":0.358396300159628,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4288048731","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9765965,0.00023348471,0.0002032847,0.008094347,0.01338068,0.00032488743,0.0000064671785,0.00001846578,0.0011418854],"genre_scores_gemma":[0.99647236,0.00056317623,0.0021027601,0.00042849075,0.00029863935,0.00008008877,0.00000534128,0.000009779626,0.000039347015],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98629266,0.010242709,0.0022464523,0.00019790891,0.0007835888,0.0002367099],"domain_scores_gemma":[0.96942914,0.025927778,0.0033998946,0.0001742052,0.0008331153,0.00023586609],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.016325649,0.0000943624,0.000991399,0.00076724566,0.00040312705,0.00001133094,0.00034789773,0.00017328227,0.0005274173],"category_scores_gemma":[0.04249324,0.00009253433,0.00050368306,0.001901577,0.0002556015,0.00014543964,0.000034126504,0.00076432456,0.000007661193],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00082933204,0.00315889,0.3283118,0.000056909383,0.0023125121,0.0000033436093,0.51692253,0.0006236791,0.0000053269,0.06360169,0.0038160065,0.080357976],"study_design_scores_gemma":[0.002104402,0.0044566058,0.2710077,0.0001225239,0.0033177629,0.000041659776,0.587607,0.00048430075,0.000021351036,0.029075256,0.1012986,0.0004628328],"about_ca_topic_score_codex":0.0026860225,"about_ca_topic_score_gemma":0.00042535397,"teacher_disagreement_score":0.0974826,"about_ca_system_score_codex":0.0003520323,"about_ca_system_score_gemma":0.0035298793,"threshold_uncertainty_score":0.96557224},"labels":[],"label_agreement":null},{"id":"W4289524780","doi":"10.7759/cureus.27597","title":"Twitter as a Knowledge Translation Tool to Increase Awareness of the OpenHEARTSMAP Psychosocial Assessment and Management Tool in the Field of Pediatric Emergency Mental Health","year":2022,"lang":"en","type":"article","venue":"Cureus","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; BC Children's Hospital","funders":"","keywords":"Medicine; Social media; Psychosocial; Knowledge translation; Mental health; Promotion (chess); Emergency department; Medical education; Nursing; Psychiatry; Knowledge management; World Wide Web","score_opus":0.11852258412808012,"score_gpt":0.484178527866397,"score_spread":0.3656559437383169,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4289524780","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9592007,0.0006051863,0.000015790569,0.031918254,0.0031154347,0.0028367597,0.000012126426,0.0000060882776,0.0022896752],"genre_scores_gemma":[0.9970024,0.0006532634,0.00016346313,0.00078637863,0.0003475504,0.0009912871,0.0000042195643,0.0000056619424,0.00004577477],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9980097,0.0008360046,0.00035038576,0.0001544566,0.00046179633,0.00018765657],"domain_scores_gemma":[0.9991832,0.00042681088,0.00015176453,0.00016350762,0.000036258883,0.000038480943],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017595091,0.000065707245,0.00012690236,0.00006177185,0.00056530285,0.000010712755,0.00030390712,0.000032074615,0.0003292367],"category_scores_gemma":[0.00020872054,0.000053987485,0.000041939915,0.00070628314,0.000033428933,0.00007000393,0.000071728755,0.00012750228,0.000001361595],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000066146094,0.0007888855,0.3955693,0.0002491525,0.00001996219,4.15606e-7,0.51236826,0.0000067270016,0.000012522615,0.012982819,0.045038607,0.03289722],"study_design_scores_gemma":[0.00047482026,0.00028807033,0.8576577,0.000025053974,0.000032725013,3.4028847e-7,0.05057032,0.0000139060185,0.000005221076,0.0017945487,0.08899065,0.00014667139],"about_ca_topic_score_codex":0.012247914,"about_ca_topic_score_gemma":0.005136449,"teacher_disagreement_score":0.46208838,"about_ca_system_score_codex":0.00024042882,"about_ca_system_score_gemma":0.0005740799,"threshold_uncertainty_score":0.99432963},"labels":[],"label_agreement":null},{"id":"W4289835821","doi":"10.2196/38015","title":"Social Media Use for Research Participant Recruitment: Integrative Literature Review","year":2022,"lang":"en","type":"review","venue":"Journal of Medical Internet Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":189,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"University of Alberta","keywords":"CINAHL; PsycINFO; Social media; Scopus; MEDLINE; Inclusion (mineral); Psychology; Qualitative research; Medical education; Applied psychology; Medicine; Social psychology; World Wide Web; Social science; Sociology; Political science; Computer science","score_opus":0.9123197574218856,"score_gpt":0.723567023894765,"score_spread":0.18875273352712063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4289835821","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000007631124,0.96450627,0.00000707475,0.02172248,0.0065074144,0.006803529,0.000056840854,0.000016006912,0.0003727517],"genre_scores_gemma":[0.000004727452,0.97859204,0.00011158872,0.00020722256,0.012770603,0.007334262,0.00011440648,0.000074237956,0.00079093006],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.94925916,0.030760609,0.0027183758,0.00060143357,0.014796408,0.0018640008],"domain_scores_gemma":[0.83547956,0.15422252,0.001622938,0.00048388145,0.00607984,0.002111246],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.13371077,0.00036280192,0.0026682909,0.0015558294,0.0011945264,0.0005370337,0.003762858,0.0012905254,0.0054271324],"category_scores_gemma":[0.43094465,0.0002574164,0.0011060059,0.0042460165,0.0019313319,0.00042447806,0.0006351934,0.013288905,0.0000621381],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000035183795,0.00018902331,9.2651857e-7,0.0126190325,0.00014489084,0.0001226914,0.044403832,1.163908e-9,6.8086794e-9,0.0071651074,0.290807,0.6445123],"study_design_scores_gemma":[0.00018718203,0.0003275883,0.0000011754273,0.12819874,0.00021079932,0.000037217826,0.004921346,8.52481e-7,8.386176e-8,0.0010202394,0.86493003,0.00016472227],"about_ca_topic_score_codex":0.00078207353,"about_ca_topic_score_gemma":0.0012109143,"teacher_disagreement_score":0.64434755,"about_ca_system_score_codex":0.004122291,"about_ca_system_score_gemma":0.020125227,"threshold_uncertainty_score":0.9999878},"labels":[],"label_agreement":null},{"id":"W4291006670","doi":"10.2196/35937","title":"Trends and Characteristics of #HIVPrevention Tweets Posted Between 2014 and 2019: Retrospective Infodemiology Study","year":2022,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Yale School of Public Health, Yale University; Canadian Institutes of Health Research; National Center for Advancing Translational Sciences; National Institute of Mental Health; Yale University","keywords":"Condom; Categorization; Human immunodeficiency virus (HIV); Medicine; Computer science; Family medicine; Artificial intelligence","score_opus":0.06742331176926895,"score_gpt":0.4035896449093287,"score_spread":0.3361663331400597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4291006670","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97566324,0.0006549917,0.0000053836843,0.021610832,0.0007242414,0.0010115596,0.00009403052,0.000033679407,0.00020203987],"genre_scores_gemma":[0.9981453,0.0007246668,0.000023603627,0.00032065454,0.0002823458,0.00034545612,0.00007312636,0.000008113242,0.0000767563],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964593,0.0020731597,0.00047190217,0.00029194547,0.00029653593,0.00040715173],"domain_scores_gemma":[0.9978051,0.0010615992,0.00043846114,0.0001248622,0.00012978788,0.00044019995],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004669745,0.000095776195,0.00042828982,0.00019286301,0.0008311804,0.00002865068,0.00009468209,0.00007518502,0.000050098646],"category_scores_gemma":[0.0017523927,0.00010582555,0.000017306007,0.0004798959,0.00022558782,0.00012288439,0.0000852952,0.00024361708,5.595625e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012455209,0.00006607684,0.90722287,0.00003404753,0.000007727959,1.7375787e-7,0.0248463,7.5943065e-9,3.3044668e-7,0.0003868787,0.0008581203,0.06656501],"study_design_scores_gemma":[0.00032776676,0.0005709367,0.9657553,0.000002513576,9.0157454e-7,8.322223e-7,0.005002099,0.0000035806265,9.565466e-9,0.00012249874,0.028133934,0.00007966949],"about_ca_topic_score_codex":0.0044718743,"about_ca_topic_score_gemma":0.0011980867,"teacher_disagreement_score":0.06648534,"about_ca_system_score_codex":0.00021546667,"about_ca_system_score_gemma":0.00069256715,"threshold_uncertainty_score":0.67601657},"labels":[],"label_agreement":null},{"id":"W4291565352","doi":"10.2196/39046","title":"Digital Global Recruitment for Women’s Health Research: Cross-sectional Study","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Environmental Health Sciences; New York Medical College","keywords":"Popularity; Medicine; Cross-sectional study; Social media; Family medicine; Psychology; Demography; World Wide Web; Social psychology; Computer science","score_opus":0.6890067612068377,"score_gpt":0.6583407364336217,"score_spread":0.030666024773216005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4291565352","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96058494,0.000082953346,0.000013346225,0.006512987,0.0033486981,0.017148405,0.00039736566,0.00008224794,0.011829064],"genre_scores_gemma":[0.8927754,0.0000176929,0.000022700127,0.000069258946,0.0008429977,0.10497675,0.000047789705,0.000014638271,0.0012327693],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9869622,0.0048166974,0.0005712958,0.00044458624,0.00517144,0.0020337945],"domain_scores_gemma":[0.99213016,0.0053716046,0.00014483901,0.00027000692,0.0014500223,0.00063337456],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.035978977,0.00010885894,0.0002095727,0.0003998092,0.0111724865,0.0006038713,0.0007592108,0.00007097767,0.00062745553],"category_scores_gemma":[0.0050652903,0.000117595526,0.00006893228,0.0026811205,0.00082968164,0.0007408833,0.000488985,0.0010772707,0.00013241629],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00036371112,0.002200784,0.32739785,0.00008516213,0.000031880816,0.0000014168555,0.57357097,0.000006913905,3.5465754e-7,0.015743617,0.021895112,0.058702234],"study_design_scores_gemma":[0.0005141536,0.002367542,0.33403295,0.0000041959415,1.842873e-7,6.0180565e-7,0.29195127,0.000010626523,3.6628606e-7,0.008852407,0.36219022,0.000075482705],"about_ca_topic_score_codex":0.003033799,"about_ca_topic_score_gemma":0.0008838582,"teacher_disagreement_score":0.3402951,"about_ca_system_score_codex":0.022655573,"about_ca_system_score_gemma":0.005787538,"threshold_uncertainty_score":0.9998487},"labels":[],"label_agreement":null},{"id":"W4291885213","doi":"10.2196/38242","title":"Web-Based Perspectives of Deemed Consent Organ Donation Legislation in Nova Scotia: Thematic Analysis of Commentary in Facebook Groups","year":2022,"lang":"en","type":"article","venue":"JMIR Infodemiology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Nova Scotia Health Authority; Institute of Health Economics; University of Alberta","funders":"Health Canada; Genome Alberta; Genome Canada","keywords":"Thematic analysis; Legislation; Social media; Political science; Psychology; Government (linguistics); Public relations; Law; Qualitative research; Sociology","score_opus":0.10219888636996619,"score_gpt":0.4200594319134418,"score_spread":0.31786054554347565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4291885213","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98547125,0.00006615603,0.00009156205,0.011802392,0.00038346276,0.0017008511,0.000012633447,0.000014567405,0.00045713235],"genre_scores_gemma":[0.9984278,0.000015601947,0.00033030022,0.0004337423,0.000033685235,0.0007027626,0.000049760143,0.000004771792,0.0000015705798],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971417,0.0015598437,0.0006564999,0.00017391246,0.00026293442,0.00020507777],"domain_scores_gemma":[0.99469846,0.0045283153,0.0005034689,0.00013066609,0.00010267724,0.0000364136],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023654306,0.00007564348,0.00040506618,0.00084787246,0.00008528889,0.0000024058127,0.00018083477,0.000098140204,0.0005328344],"category_scores_gemma":[0.0021128173,0.000087390865,0.00006743009,0.0017816011,0.00034033402,0.00007169268,0.000043931796,0.00021992745,0.000001499637],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004248453,0.00022756292,0.8661455,0.000028547407,0.000034876306,3.1256087e-7,0.124149315,0.003288419,0.00027524875,0.005414091,0.00010170694,0.00029193392],"study_design_scores_gemma":[0.0007807152,0.00009134319,0.87491024,0.00002326325,0.00006013122,1.04032985e-7,0.11690426,0.0052558584,0.000048445174,0.0016699609,0.0001551069,0.00010058573],"about_ca_topic_score_codex":0.025003431,"about_ca_topic_score_gemma":0.113999724,"teacher_disagreement_score":0.08899629,"about_ca_system_score_codex":0.0009297323,"about_ca_system_score_gemma":0.0005951272,"threshold_uncertainty_score":0.9814892},"labels":[],"label_agreement":null},{"id":"W4292632958","doi":"10.1089/tmj.2022.0213","title":"Understanding How and Under What Circumstances Social Media Supports Health Care Providers' Knowledge Use in Clinical Practice: A Realist Review","year":2022,"lang":"en","type":"review","venue":"Telemedicine Journal and e-Health","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; University of Ottawa","funders":"","keywords":"Social media; Rationality; Context (archaeology); Health care; Psychological intervention; Knowledge management; Perception; Public relations; Computer science; Psychology; Internet privacy; Medicine; World Wide Web; Epistemology; Nursing; Political science","score_opus":0.6194641350517177,"score_gpt":0.5689860416684561,"score_spread":0.05047809338326159,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4292632958","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000036967124,0.7860473,0.000019915926,0.20283915,0.0074329576,0.0034635055,0.00002254479,0.000037488655,0.00013344125],"genre_scores_gemma":[0.00003972521,0.9825124,0.00025178885,0.010241491,0.0064019375,0.00028761942,0.00017426092,0.0000646932,0.000026061365],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.985014,0.008462176,0.0030351318,0.0007694578,0.0014278799,0.001291333],"domain_scores_gemma":[0.98202616,0.011072191,0.004799414,0.00023999844,0.00023500696,0.0016272484],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.027162312,0.0005078139,0.0035898495,0.00052401156,0.003098405,0.00048488873,0.0003422982,0.00036287383,0.0001490181],"category_scores_gemma":[0.011858501,0.00043570471,0.0002670644,0.0013681942,0.00074811873,0.0014291331,0.00011339369,0.0032235289,0.0000015857531],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000007827068,0.00008211592,0.0001444102,0.035216507,0.000043677155,0.000020621994,0.08032016,3.8213215e-9,1.7049473e-10,0.0012282927,0.07762473,0.8053117],"study_design_scores_gemma":[0.00037945568,0.00028488235,0.00026772256,0.042309135,0.000161535,0.00014016,0.21443059,9.252385e-8,9.061868e-11,0.00031071022,0.7414792,0.00023651561],"about_ca_topic_score_codex":0.0044304007,"about_ca_topic_score_gemma":0.035526957,"teacher_disagreement_score":0.8050751,"about_ca_system_score_codex":0.0074978867,"about_ca_system_score_gemma":0.028221294,"threshold_uncertainty_score":0.9998095},"labels":[],"label_agreement":null},{"id":"W4293064639","doi":"10.1108/ajim-09-2013-0081","title":"Astrophysicists on Twitter","year":2014,"lang":"en","type":"article","venue":"Aslib Journal of Information Management","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal; Université de Montréal","funders":"","keywords":"Altmetrics; Citation; Citation impact; Outreach; Scholarly communication; Social media; Set (abstract data type); Computer science; Scientometrics; Citation analysis; Microblogging; World Wide Web; Information retrieval; Political science; Publishing","score_opus":0.03743853746220539,"score_gpt":0.3483398900656561,"score_spread":0.3109013526034507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293064639","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44946203,0.00001983525,0.045623917,0.028203724,0.01738009,0.0014618858,9.640478e-7,0.0000759979,0.45777154],"genre_scores_gemma":[0.9908716,0.00006560897,0.0047839526,0.0029404352,0.0011910346,0.000026038138,0.000002027315,0.000004187938,0.000115123716],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99875647,0.00011557605,0.00037715145,0.00002918387,0.00056718814,0.00015440781],"domain_scores_gemma":[0.9989484,0.0002162111,0.00046528407,0.00008121255,0.00019054764,0.000098374905],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001187578,0.00005008261,0.00008701632,0.00020555961,0.00017300043,0.00007547987,0.00018981588,0.000029438714,0.00007298163],"category_scores_gemma":[0.0004561202,0.00004577008,0.000045462686,0.00020201696,0.00004011394,0.0007821565,0.000012205237,0.00010274102,0.00027007147],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037626145,0.000054706426,0.0012255863,0.000052253123,0.00002991629,7.216244e-7,0.031060316,0.00024972725,0.0000014918012,0.17715675,0.022732468,0.7673985],"study_design_scores_gemma":[0.00033358784,0.00012876559,0.03684806,0.00005827459,0.0000134265665,4.2573103e-7,0.0055884514,0.00003181316,0.000018186445,0.0029499643,0.9539644,0.00006461019],"about_ca_topic_score_codex":0.00003573012,"about_ca_topic_score_gemma":0.0000030103772,"teacher_disagreement_score":0.931232,"about_ca_system_score_codex":0.0001724256,"about_ca_system_score_gemma":0.000047993486,"threshold_uncertainty_score":0.34713122},"labels":[],"label_agreement":null},{"id":"W4293079158","doi":"10.5281/zenodo.7020258","title":"The 12 Worst Types real estate brokers in brampton Accounts You Follow on Twitter","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Real estate; Business; Computer science; Finance","score_opus":0.10407404559021168,"score_gpt":0.3413885295315028,"score_spread":0.23731448394129112,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293079158","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.65606344,0.000034049084,0.000008294303,0.013489202,0.002209849,0.0014575716,0.000047750123,0.0004229753,0.32626688],"genre_scores_gemma":[0.9951046,0.001072797,0.000029551473,0.00045275837,0.0005699075,0.0000023220452,0.00025941097,0.00061207847,0.0018965554],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99710226,0.0012145457,0.00021461118,0.00027794944,0.0007219712,0.00046867476],"domain_scores_gemma":[0.9989776,0.00033570884,0.00011179517,0.00026797413,0.0001693359,0.00013760554],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0023412344,0.00008591179,0.00009088141,0.00016282295,0.0072932164,0.00047971666,0.0009149709,0.000043948214,0.005274783],"category_scores_gemma":[0.0025952195,0.000085784675,0.00003242256,0.0008193342,0.00024659888,0.0001635153,0.00040125672,0.0004079868,0.0016052637],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034026953,0.00029785358,0.0013307942,0.000029969535,0.000028761218,0.000012925789,0.18163724,0.00015918582,0.00012761078,0.008624138,0.20869555,0.5987157],"study_design_scores_gemma":[0.00022946954,0.00011458595,0.0069203884,0.000008782909,0.0000032908652,0.0000015651561,0.01278901,0.000026541988,0.0000072839316,0.00021963025,0.97958696,0.0000924674],"about_ca_topic_score_codex":0.0028287116,"about_ca_topic_score_gemma":0.00015829546,"teacher_disagreement_score":0.7708914,"about_ca_system_score_codex":0.0009009891,"about_ca_system_score_gemma":0.00003519496,"threshold_uncertainty_score":0.9991721},"labels":[],"label_agreement":null},{"id":"W4293224273","doi":"10.2196/39201","title":"Social Media Impact of Articles Published by Dermatology Residents During Medical School: Cross-sectional Study","year":2022,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Social media; Bibliometrics; Cross-sectional study; Medicine; Medical school; Family medicine; MEDLINE; Medical education; Library science; Political science; Geography; Computer science","score_opus":0.06687553976637245,"score_gpt":0.452225243756347,"score_spread":0.38534970398997453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293224273","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9901295,0.00015482269,0.0000012438416,0.0053167916,0.0028257298,0.00111268,0.000024251316,0.00012434622,0.0003106644],"genre_scores_gemma":[0.99739593,0.000012035546,0.000009048531,0.00013477237,0.0005490513,0.0018173673,0.000037474798,0.000023288683,0.000021054848],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9939688,0.002310461,0.00092671387,0.0004162455,0.0016137161,0.00076409825],"domain_scores_gemma":[0.9963603,0.002177271,0.00044127845,0.000210988,0.00025675833,0.00055338914],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010642696,0.00016493424,0.0004675752,0.00032162547,0.0018708172,0.00007853381,0.0007465142,0.00028967825,0.006664408],"category_scores_gemma":[0.010409263,0.00018422809,0.00015276004,0.0009107236,0.00078572874,0.00037550842,0.00027097992,0.0007419316,0.000043775017],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010510861,0.00049268093,0.9585887,0.000023837096,0.000053798947,0.00005160236,0.0287885,0.0000016980352,0.00004911983,0.00045960204,0.0112752905,0.00011002789],"study_design_scores_gemma":[0.0011734616,0.000038179205,0.9893982,0.0000022984868,0.000009395838,0.00014371212,0.007443656,0.000008304209,0.000049793212,0.00097439386,0.00061446417,0.0001441534],"about_ca_topic_score_codex":0.008358023,"about_ca_topic_score_gemma":0.0027539243,"teacher_disagreement_score":0.030809455,"about_ca_system_score_codex":0.0010017947,"about_ca_system_score_gemma":0.0031361275,"threshold_uncertainty_score":0.99942863},"labels":[],"label_agreement":null},{"id":"W4293452258","doi":"10.2196/37856","title":"Assessing the Feasibility of Studying Awareness of a Digital Health Campaign on Facebook: Pilot Study Comparing Young Adult Subsamples","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Cancer Institute; National Institutes of Health","keywords":"Social media; Demographics; Incentive; Psychology; Data collection; Mass media; Survey data collection; Advertising; Internet privacy; Medicine; Medical education; Computer science; World Wide Web; Business; Demography","score_opus":0.6414038200707154,"score_gpt":0.604323439387502,"score_spread":0.0370803806832134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293452258","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9892817,0.000030877487,0.000032996853,0.0009631575,0.00061073224,0.007179942,0.000029701885,0.000030306266,0.0018405628],"genre_scores_gemma":[0.99760157,0.000008623787,0.000011386042,0.000014059737,0.0000956194,0.0022393097,0.00000894649,0.000012358961,0.000008125856],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9901599,0.005559749,0.00066768966,0.00025887456,0.0027117494,0.0006420084],"domain_scores_gemma":[0.9916528,0.006566397,0.00045674527,0.00034132425,0.0008382235,0.000144507],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.012496532,0.00010916388,0.00036715597,0.0002582679,0.003871661,0.00016874318,0.0006763573,0.000021340995,0.000042567146],"category_scores_gemma":[0.0032821856,0.00009085057,0.000048539903,0.001434332,0.0006540974,0.0006052767,0.00032917748,0.0007624361,0.0000039191636],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006778559,0.0014329074,0.55703884,0.000091604656,0.00001320991,1.833532e-7,0.4378418,0.000024177854,0.000006945876,0.0011923463,0.00005309256,0.0022371167],"study_design_scores_gemma":[0.0002897771,0.0018001468,0.4273422,0.000044512562,0.0000016686403,1.5252064e-7,0.56994116,0.00006736094,0.000014878323,0.00040977253,0.00003708843,0.000051290866],"about_ca_topic_score_codex":0.032412615,"about_ca_topic_score_gemma":0.0057145813,"teacher_disagreement_score":0.13209935,"about_ca_system_score_codex":0.0015393648,"about_ca_system_score_gemma":0.0023218235,"threshold_uncertainty_score":0.99742514},"labels":[],"label_agreement":null},{"id":"W4293503561","doi":"10.2196/37029","title":"Top Pediatric Dermatology Twitter Post Characteristics and Trends From 2020 to 2021: Content Analysis","year":2022,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Dermatology; Content (measure theory); Content analysis; Medicine; Mathematics; Sociology; Social science","score_opus":0.06693831561659745,"score_gpt":0.372656567457952,"score_spread":0.30571825184135454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293503561","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9262006,0.00027707807,0.000031266063,0.06958717,0.0029525317,0.00049648865,0.00009081171,0.000049265083,0.00031474204],"genre_scores_gemma":[0.9924373,0.00012588232,0.0001882788,0.004542076,0.00080857176,0.0015602023,0.00019739545,0.00001471093,0.00012559986],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973431,0.0009022247,0.00047708506,0.00042056118,0.00032429752,0.0005326914],"domain_scores_gemma":[0.9978054,0.001243268,0.00023282187,0.00023934517,0.00013564403,0.00034350232],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018798157,0.00014970753,0.00051882927,0.0005706578,0.00077584997,0.0000424986,0.00030249127,0.00017220268,0.002921422],"category_scores_gemma":[0.0005986046,0.00017502245,0.000094672454,0.0018653119,0.00014720537,0.000080343634,0.00017855511,0.0003050226,0.00009375981],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035433084,0.00006739801,0.94733053,0.000011395524,0.00008008406,0.000084139,0.036489386,8.254837e-7,0.000025108295,0.00047403568,0.010479155,0.004922494],"study_design_scores_gemma":[0.0002419997,0.000034447297,0.8661588,0.0000010074781,0.00023498831,0.000034917728,0.008923794,0.000034175166,0.000007378355,0.00007974462,0.12404624,0.00020252189],"about_ca_topic_score_codex":0.0059206416,"about_ca_topic_score_gemma":0.001760028,"teacher_disagreement_score":0.113567084,"about_ca_system_score_codex":0.00024673683,"about_ca_system_score_gemma":0.00029492317,"threshold_uncertainty_score":0.9979901},"labels":[],"label_agreement":null},{"id":"W4293864612","doi":"10.1101/2022.08.16.504099","title":"Social media at metabolic meetings: who is tweeting what and for whom?","year":2022,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social media; Theme (computing); Microblogging; Quarter (Canadian coin); Psychology; Internet privacy; World Wide Web; Computer science; History","score_opus":0.07109531492937236,"score_gpt":0.33849578594042073,"score_spread":0.26740047101104836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293864612","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9605093,0.010802038,0.000019524708,0.009735318,0.014844996,0.0034099075,0.0002272732,0.00042617373,0.000025450105],"genre_scores_gemma":[0.9676813,0.008067998,0.0029478234,0.0013910325,0.01187636,0.007747667,0.00000265312,0.00026589114,0.000019277511],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9949551,0.000790804,0.00076804386,0.0012612359,0.0010845464,0.0011402376],"domain_scores_gemma":[0.99427277,0.0029117553,0.0009844275,0.0005684689,0.00072202313,0.00054057606],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.004033495,0.00052230305,0.00090772705,0.00032186188,0.0038507357,0.0009646671,0.0007794991,0.0008379306,0.0002512924],"category_scores_gemma":[0.007803642,0.0006759612,0.00023517184,0.0007978757,0.00065672613,0.0005003048,0.00082553446,0.0008894715,0.000023260542],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00063106295,0.0013277952,0.3337461,0.009734074,0.0020569458,0.00005438826,0.44249737,0.000021875614,0.051355567,0.09370118,0.06325078,0.0016228677],"study_design_scores_gemma":[0.0008852815,0.00003829738,0.1326968,0.0005365349,0.00046443124,5.126711e-9,0.0040204613,0.000042297877,0.0065425346,0.00010501244,0.85297567,0.0016926901],"about_ca_topic_score_codex":0.00097156514,"about_ca_topic_score_gemma":0.0002386682,"teacher_disagreement_score":0.7897249,"about_ca_system_score_codex":0.0012558126,"about_ca_system_score_gemma":0.0025323282,"threshold_uncertainty_score":0.9995692},"labels":[],"label_agreement":null},{"id":"W4294175983","doi":"10.2196/31463","title":"Digital professionalism through scenario-based mobile learning: Findings from an experiment (Preprint)","year":2021,"lang":"en","type":"article","venue":"JMIR Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Computer science; Psychology; Human–computer interaction; Multimedia; World Wide Web","score_opus":0.061271005301397584,"score_gpt":0.46988911045978493,"score_spread":0.40861810515838737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4294175983","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95939296,0.000408402,0.0000862877,0.026505021,0.007742105,0.0012300793,0.000002912969,0.00016291268,0.0044693043],"genre_scores_gemma":[0.9891142,0.00004583094,0.00084907806,0.0023837404,0.0017390726,0.0046009617,0.00046552246,0.000021659265,0.00077989424],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970582,0.0005140286,0.00034634263,0.00045767584,0.0012765243,0.00034720302],"domain_scores_gemma":[0.9978189,0.0009654863,0.00012799833,0.0002613936,0.0003255031,0.0005007253],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005483887,0.00012435882,0.00017183306,0.000042953518,0.0006237879,0.00014829257,0.00027812313,0.00033277704,0.006851827],"category_scores_gemma":[0.008765463,0.0001315135,0.00006041637,0.00040468716,0.00026188683,0.0005290378,0.000045651752,0.00045734283,0.0001817651],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049559123,0.0056233765,0.100707404,0.000070606824,0.00002088151,0.0000069382277,0.5569763,0.000009910129,0.00030391634,0.010574726,0.010632248,0.31502414],"study_design_scores_gemma":[0.0004394526,0.00007956623,0.03524792,0.00032171898,0.000009611619,8.3774717e-7,0.13801034,0.00011044425,0.0009544578,0.0027701166,0.8217711,0.00028443334],"about_ca_topic_score_codex":0.0024490436,"about_ca_topic_score_gemma":0.000190809,"teacher_disagreement_score":0.81113887,"about_ca_system_score_codex":0.00058905844,"about_ca_system_score_gemma":0.013938802,"threshold_uncertainty_score":0.99958414},"labels":[],"label_agreement":null},{"id":"W4295047770","doi":"10.1002/aet2.10795","title":"Cost of free open‐access medical education (<scp>FOAM</scp>): An economic analysis of the top 20 <scp>FOAM</scp> sites","year":2022,"lang":"en","type":"article","venue":"AEM Education and Training","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hamilton Health Sciences; Impact; McMaster University","funders":"","keywords":"Valuation (finance); Web traffic; Deliverable; Value (mathematics); Content analysis; Business; Resource (disambiguation); Marketing; World Wide Web; Computer science; The Internet; Economics; Accounting; Management; Sociology","score_opus":0.17736142881937,"score_gpt":0.4695384618984876,"score_spread":0.2921770330791176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4295047770","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9766721,0.00051992456,0.000010410645,0.006100239,0.0051821647,0.0011407646,0.00005331035,0.000027120252,0.010293939],"genre_scores_gemma":[0.99597377,0.00012272611,0.00028502732,0.0012064717,0.000738839,0.0009070454,0.00019624754,0.000019490726,0.00055039616],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99716645,0.0008082507,0.00062220916,0.0004049242,0.00065240794,0.00034573875],"domain_scores_gemma":[0.99522465,0.0029183074,0.00073358126,0.00049112324,0.00025288787,0.00037942294],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0025817342,0.00014671989,0.00039021633,0.0004244417,0.0010750504,0.00021923013,0.0016756945,0.00012676694,0.0006364274],"category_scores_gemma":[0.008615211,0.00015002764,0.000112014684,0.0017444299,0.00038292236,0.00079185766,0.00032455614,0.00029438955,0.0000030748067],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000033662066,0.0008424795,0.5136869,0.00004698661,0.0001787161,8.655487e-8,0.31455028,0.000121954494,0.000027418704,0.028699772,0.011691691,0.13015035],"study_design_scores_gemma":[0.00031047768,0.0000515496,0.6177453,0.000038472095,0.00033713214,0.0000012649255,0.2906442,0.00043190888,0.00007622833,0.0036354202,0.08665593,0.00007210452],"about_ca_topic_score_codex":0.016295636,"about_ca_topic_score_gemma":0.011905482,"teacher_disagreement_score":0.13007824,"about_ca_system_score_codex":0.00038757164,"about_ca_system_score_gemma":0.011295158,"threshold_uncertainty_score":0.99973565},"labels":[],"label_agreement":null},{"id":"W4295249189","doi":"10.1016/j.jaad.2022.06.910","title":"33348 When tanning is trending: A content quality study of skin cancer on TikTok","year":2022,"lang":"en","type":"article","venue":"Journal of the American Academy of Dermatology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Medical Association; SKiN Health; University of British Columbia","funders":"","keywords":"Medicine; Dermatology; Quality (philosophy); Skin cancer; Cancer; Internal medicine","score_opus":0.27605421599220253,"score_gpt":0.5037159187386563,"score_spread":0.22766170274645375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4295249189","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9323952,0.00040835064,0.000002534356,0.065265626,0.0013198641,0.00038654843,0.0000069577277,0.000004742436,0.00021018316],"genre_scores_gemma":[0.9973571,0.00012754352,0.00007053421,0.0021106286,0.0002266132,0.00006877472,8.565266e-8,0.000008828848,0.00002992776],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99536294,0.0024233195,0.0009100299,0.00012405383,0.00092323765,0.00025641854],"domain_scores_gemma":[0.9946252,0.0015714279,0.0034896538,0.00010934713,0.00010100514,0.00010334693],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012200547,0.00008939189,0.0006574992,0.00019524894,0.0003883068,0.0000049283,0.00075439154,0.0000459099,0.00015268644],"category_scores_gemma":[0.0010955917,0.00007250101,0.0001807083,0.0005798001,0.0006006617,0.000072264214,0.000098451106,0.00067683007,6.610286e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039242124,0.0007527489,0.6068732,0.000033750366,0.0003229299,0.0000037617451,0.36270994,0.00017169709,0.00050118915,0.0012513398,0.007329477,0.019657556],"study_design_scores_gemma":[0.001173954,0.0006858782,0.56454456,0.000055947992,0.000182237,0.000048620077,0.38123444,0.000016226295,0.0010733767,0.0011818793,0.049628086,0.00017481716],"about_ca_topic_score_codex":0.010127909,"about_ca_topic_score_gemma":0.00013684995,"teacher_disagreement_score":0.06496187,"about_ca_system_score_codex":0.0004812248,"about_ca_system_score_gemma":0.00045113123,"threshold_uncertainty_score":0.9964637},"labels":[],"label_agreement":null},{"id":"W4295290344","doi":"10.2196/38550","title":"Preventing and Protecting Against Internet Research Fraud in Anonymous Web-Based Research: Protocol for the Development and Implementation of an Anonymous Web-Based Data Integrity Plan","year":2022,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Protocol (science); Computer science; The Internet; Data integrity; Respondent; Web application; Data collection; Computer security; World Wide Web; Internet privacy; Medicine","score_opus":0.7853363686520657,"score_gpt":0.6790038765513444,"score_spread":0.10633249210072127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4295290344","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15583889,0.000004104023,0.000026708465,0.0020893035,0.000027882743,0.841759,0.00005615362,0.000045720957,0.00015219468],"genre_scores_gemma":[0.13594896,3.460506e-7,0.0023065936,0.000026184576,0.0002368681,0.8613493,0.000056442892,0.000038049584,0.00003726441],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.977539,0.015211204,0.0009552109,0.0010168913,0.0036488888,0.0016287806],"domain_scores_gemma":[0.9845062,0.012851404,0.00030117272,0.0008048944,0.0012194153,0.0003169514],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.10506473,0.00018563302,0.00029578595,0.0010790592,0.004474526,0.00041808336,0.0018041305,0.0001734733,0.00013412366],"category_scores_gemma":[0.011448409,0.00016830054,0.000028730256,0.0024549223,0.0011810297,0.00047869072,0.0012804713,0.0032619338,0.000001693679],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0037315132,0.0026364585,0.18023673,0.0056687747,0.000033438704,0.000015105585,0.13995075,0.0000281316,0.0028523523,0.0009080459,0.004397207,0.6595415],"study_design_scores_gemma":[0.009810809,0.0038415063,0.025057003,0.0021435006,0.000002561992,0.0000012405221,0.16529654,0.016467024,0.005399567,0.0010729536,0.7704395,0.00046776127],"about_ca_topic_score_codex":0.009587386,"about_ca_topic_score_gemma":0.044183254,"teacher_disagreement_score":0.76604235,"about_ca_system_score_codex":0.0013167828,"about_ca_system_score_gemma":0.012214695,"threshold_uncertainty_score":0.99903756},"labels":[],"label_agreement":null},{"id":"W4295669658","doi":"10.1002/aet2.10798","title":"Distribution of core content coverage among three popular emergency medicine podcasts: A 10‐year analysis","year":2022,"lang":"en","type":"article","venue":"AEM Education and Training","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Family medicine; Medical education","score_opus":0.22181750429511238,"score_gpt":0.41462176807928797,"score_spread":0.1928042637841756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4295669658","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99010205,0.0004551243,0.00013664215,0.002749557,0.003973171,0.0004425235,0.000022661321,0.000026230276,0.0020920641],"genre_scores_gemma":[0.9982161,0.00017524282,0.00003851812,0.00005481281,0.00045823678,0.0003144973,0.00034568086,0.0000063062216,0.00039060516],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99869144,0.00017328795,0.000359531,0.00018612391,0.00040118935,0.00018842205],"domain_scores_gemma":[0.9990187,0.00022235813,0.0002982705,0.00011840166,0.00019929252,0.00014297802],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010063758,0.00007296054,0.00019890325,0.00014336243,0.00070361595,0.0000073747146,0.00010950686,0.000042491993,0.0028507577],"category_scores_gemma":[0.0019849993,0.00008010548,0.0000587377,0.0011650319,0.00016783719,0.0001066678,0.000020310148,0.00012126085,0.0000015525962],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001178262,0.00012671515,0.8128221,0.00002170972,0.00007469431,1.5598685e-7,0.12437343,0.0000061161395,0.000013834188,0.027295347,0.0014937427,0.033760358],"study_design_scores_gemma":[0.00015102355,0.00007387551,0.8522577,0.000013331868,0.00016179249,2.7291443e-7,0.13139638,0.000034796216,7.5125604e-7,0.0018118868,0.01401852,0.00007960363],"about_ca_topic_score_codex":0.015848663,"about_ca_topic_score_gemma":0.0026359484,"teacher_disagreement_score":0.03943564,"about_ca_system_score_codex":0.00021258932,"about_ca_system_score_gemma":0.00045870093,"threshold_uncertainty_score":0.99806076},"labels":[],"label_agreement":null},{"id":"W4295680193","doi":"10.1007/s10140-022-02088-4","title":"American Society of Emergency Radiology (ASER) social media committee workgroup: best practices for the use of social media in emergency radiology","year":2022,"lang":"en","type":"review","venue":"Emergency Radiology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Workgroup; Medicine; Social media; Radiology; Best practice; Emergency department; Nursing; Law; Political science","score_opus":0.4619471164365003,"score_gpt":0.4964364912035636,"score_spread":0.03448937476706326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4295680193","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0031345882,0.9167326,0.0000829584,0.005902217,0.067067586,0.005986491,0.0006845516,0.00010349414,0.00030551097],"genre_scores_gemma":[0.0003433948,0.9777623,0.0006675601,0.000073875715,0.012222801,0.007520649,0.0010170736,0.00018485004,0.00020751986],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9796612,0.010552322,0.0051576844,0.0014869713,0.000983479,0.002158291],"domain_scores_gemma":[0.9552388,0.03251207,0.010751736,0.0008645639,0.00031302485,0.000319809],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["sts","research_integrity"],"category_scores_codex":[0.006512416,0.0010782728,0.0052798665,0.00065700064,0.0020393915,0.000012347226,0.0028616837,0.0019295563,0.005446142],"category_scores_gemma":[0.029056398,0.000999759,0.002496239,0.0040195063,0.0030302203,0.00036316557,0.00035152864,0.0023559278,0.000023494591],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015111676,0.0006429249,0.0040500197,0.0026149456,0.0010965008,0.000003880292,0.120772995,0.0000035837638,0.000004532693,0.0051695504,0.18794543,0.67754453],"study_design_scores_gemma":[0.00039206914,0.00027988284,0.0018261801,0.00009037897,0.0012669693,0.000011717724,0.020822905,0.000011473323,1.4542418e-7,0.0010067574,0.97351056,0.0007809764],"about_ca_topic_score_codex":0.010327635,"about_ca_topic_score_gemma":0.029667115,"teacher_disagreement_score":0.78556514,"about_ca_system_score_codex":0.0010652277,"about_ca_system_score_gemma":0.0029109996,"threshold_uncertainty_score":0.9999457},"labels":[],"label_agreement":null},{"id":"W4295817109","doi":"10.2196/40049","title":"Examining the Twitter Discourse on Dementia During Alzheimer’s Awareness Month in Canada: Infodemiology Study","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Saskatchewan","funders":"Canadian Institutes of Health Research; Alzheimer Society; Saskatchewan Health Research Foundation; Consortium canadien en neurodégénérescence associée au vieillissement","keywords":"Dementia; Thematic analysis; Psychology; Social media; Influencer marketing; Medical education; Medicine; Public relations; Qualitative research; Disease; Sociology; Political science","score_opus":0.3842008033096264,"score_gpt":0.5330334057877674,"score_spread":0.14883260247814095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4295817109","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98964787,0.00011875113,6.5319654e-7,0.004898494,0.0014083604,0.0024844669,0.0000059332374,0.0000123030195,0.0014231806],"genre_scores_gemma":[0.99112636,0.000013723184,0.0000020590505,0.00013128329,0.00020997546,0.008478695,0.0000045473084,0.000009941852,0.00002341232],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9923128,0.004891479,0.00033044384,0.00021256822,0.0014649353,0.00078778795],"domain_scores_gemma":[0.99576974,0.0036465395,0.00011277068,0.00023022933,0.00012360828,0.00011709783],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0060347714,0.00008777358,0.00016396584,0.00022710017,0.002896979,0.000033648692,0.0005926966,0.000032088825,0.0002664174],"category_scores_gemma":[0.0009279175,0.00007197028,0.000016345071,0.0010500284,0.0002467459,0.00019530916,0.00029520263,0.001020045,0.0000126428085],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033663266,0.00013682443,0.6233251,0.0000057506663,0.000021507616,0.000005306822,0.3730179,0.00010580405,9.780725e-7,0.00027230813,0.001063102,0.0020116994],"study_design_scores_gemma":[0.00017991537,0.00011813707,0.5836072,0.000006470307,0.0000026157481,1.5711271e-7,0.41453648,0.0000349908,0.0000032917314,0.00006214152,0.0013999926,0.000048642996],"about_ca_topic_score_codex":0.9427579,"about_ca_topic_score_gemma":0.9409314,"teacher_disagreement_score":0.041518554,"about_ca_system_score_codex":0.0028360893,"about_ca_system_score_gemma":0.004762539,"threshold_uncertainty_score":0.9984011},"labels":[],"label_agreement":null},{"id":"W4296041792","doi":"10.2196/38573","title":"The Information Sharing Behaviors of Dietitians and Twitter Users in the Nutrition and COVID-19 Infodemic: Content Analysis Study of Tweets","year":2022,"lang":"en","type":"article","venue":"JMIR Infodemiology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université Laval","funders":"Institut sur la Nutrition et les Aliments Fonctionnels; Université Laval","keywords":"Misinformation; Pandemic; Context (archaeology); Coronavirus disease 2019 (COVID-19); Social media; Disinformation; Content analysis; Medicine; Psychology; Medical education; Computer science; World Wide Web; Sociology; Geography","score_opus":0.25766792974760044,"score_gpt":0.47223351516860684,"score_spread":0.2145655854210064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4296041792","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9925509,0.00009825828,0.000014411406,0.0052466206,0.00019954809,0.0018069494,0.0000071872128,0.000008995883,0.00006712307],"genre_scores_gemma":[0.9965996,0.00017786403,0.000013579421,0.00085594406,0.000025986948,0.0023126595,0.000010680038,0.0000018999787,0.0000017949629],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980085,0.0009089074,0.0005553767,0.00010652292,0.0002430268,0.00017770605],"domain_scores_gemma":[0.9967258,0.0025937818,0.00039740457,0.0001504073,0.000074859374,0.000057749905],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031189776,0.00006116938,0.00021260999,0.0002063097,0.0005176861,0.000015211678,0.00023719044,0.000070910624,0.000011887413],"category_scores_gemma":[0.0017470225,0.00004675937,0.00003184096,0.00063744537,0.00035677085,0.00016112102,0.00010832007,0.00022831056,1.553551e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025875495,0.00006281162,0.7263097,0.000017909353,0.00001380434,1.2340608e-7,0.272217,0.00011837654,0.0000028934721,0.0008225606,0.00005477299,0.0003541415],"study_design_scores_gemma":[0.00033638775,0.00012767465,0.70771116,0.0000025845052,0.000045755405,4.479004e-7,0.2890757,0.00010665775,3.653824e-7,0.00041192706,0.002144983,0.000036370744],"about_ca_topic_score_codex":0.03286731,"about_ca_topic_score_gemma":0.011873873,"teacher_disagreement_score":0.020993438,"about_ca_system_score_codex":0.00018091037,"about_ca_system_score_gemma":0.00013158473,"threshold_uncertainty_score":0.9735729},"labels":[],"label_agreement":null},{"id":"W4296613118","doi":"10.1177/12034754221126894","title":"Cannabis Use in Dermatology: A Cross-Sectional Study of YouTube Videos","year":2022,"lang":"en","type":"letter","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Dermatology; Cross-sectional study; Sunbathing; Cannabis; Sunscreening Agents; Psychiatry; Pathology","score_opus":0.14169572354000223,"score_gpt":0.3991979165433081,"score_spread":0.2575021930033059,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4296613118","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74194676,0.0006778876,3.4103957e-7,0.24582995,0.011047507,0.00041835723,0.0000057838083,0.0000065723634,0.00006684278],"genre_scores_gemma":[0.8622063,0.002491295,0.000021253678,0.115115255,0.019546539,0.00013833014,0.000029629924,0.000060409864,0.00039102684],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99485046,0.0013317365,0.0017030311,0.00020965791,0.0015191699,0.00038597427],"domain_scores_gemma":[0.9823241,0.015265433,0.0015477876,0.00014236968,0.00056230195,0.00015798357],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0024222808,0.00017963978,0.0010745705,0.0010633896,0.00028374774,0.00003206449,0.00021993856,0.0004497344,0.00054836174],"category_scores_gemma":[0.018392112,0.0001591773,0.00012906214,0.0005667314,0.00048721812,0.0001916807,0.000029687177,0.0019716662,6.117422e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007725803,0.00009192316,0.6188663,0.000088210676,0.00004354947,0.003127078,0.025020784,0.0000020683012,5.4105965e-7,0.000002373181,0.3523834,0.00029650645],"study_design_scores_gemma":[0.00045765724,0.0004588812,0.14040321,0.00022617867,0.00009848666,0.0026198092,0.017492812,0.0000012263771,3.602908e-7,0.00014423735,0.83790153,0.00019561916],"about_ca_topic_score_codex":0.031464584,"about_ca_topic_score_gemma":0.003851169,"teacher_disagreement_score":0.4855181,"about_ca_system_score_codex":0.00044029992,"about_ca_system_score_gemma":0.0020743096,"threshold_uncertainty_score":0.9898764},"labels":[],"label_agreement":null},{"id":"W4296667915","doi":"10.1007/s12325-022-02277-0","title":"Educational and Emotional Needs of Patients with Myelodysplastic Syndromes: An AI Analysis of Multi-Country Social Media","year":2022,"lang":"en","type":"article","venue":"Advances in Therapy","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Novartis Pharmaceuticals Corporation","keywords":"Medicine; Social media; Myelodysplastic syndromes; Rheumatology; Family medicine; Psychiatry; Internal medicine; World Wide Web","score_opus":0.037495158081482065,"score_gpt":0.37385490940713384,"score_spread":0.33635975132565177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4296667915","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99722505,0.00090447906,0.000029699338,0.0004207878,0.00095155195,0.00032141482,0.00009498648,0.0000070788874,0.000044945606],"genre_scores_gemma":[0.99857634,0.00046975465,0.0003613859,0.00008749213,0.00012975364,0.00021716149,0.00014665886,0.000007623429,0.0000038058206],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99857605,0.0002902272,0.0002647257,0.00013175263,0.0005742349,0.00016299923],"domain_scores_gemma":[0.9980677,0.001386627,0.00024446094,0.00007359858,0.00017163574,0.00005599904],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040189555,0.00007455011,0.00022888879,0.00042513027,0.000305082,0.0000066278017,0.00015981296,0.0000394608,0.000398073],"category_scores_gemma":[0.00033589322,0.000075346004,0.00002736421,0.0020024497,0.00038155433,0.00033465945,0.000013582012,0.000116252406,1.8185281e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009562856,0.00057783094,0.87442577,0.000013850649,0.000061029794,6.263253e-8,0.10443089,0.0004260906,0.0000035093676,0.0054445327,0.0000043453106,0.014516474],"study_design_scores_gemma":[0.00060048257,0.00010134903,0.9801021,0.0000074606896,0.000032920525,5.7913407e-8,0.01665236,0.00006988229,0.0000015144893,0.0010426925,0.001306938,0.00008221721],"about_ca_topic_score_codex":0.00055487076,"about_ca_topic_score_gemma":0.002346627,"teacher_disagreement_score":0.105676375,"about_ca_system_score_codex":0.00016469296,"about_ca_system_score_gemma":0.00047066668,"threshold_uncertainty_score":0.43586203},"labels":[],"label_agreement":null},{"id":"W4296690066","doi":"10.55752/amwa.2022.185","title":"AMWA: Who We Are","year":2022,"lang":"en","type":"article","venue":"AMWA Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Medical education; Psychology; Medical school; Family medicine; Medicine; Geography","score_opus":0.1418746903744432,"score_gpt":0.4273041468252138,"score_spread":0.28542945645077056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4296690066","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77493966,0.0030592077,0.000039470247,0.17135689,0.032579236,0.00057103793,0.0000073931656,0.00008222234,0.017364914],"genre_scores_gemma":[0.98805815,0.0013247593,0.00024871566,0.0016384366,0.007174963,0.00019668389,0.0000012407927,0.00001708337,0.0013399887],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980503,0.00060032395,0.00020313167,0.000100271645,0.00070005655,0.00034592932],"domain_scores_gemma":[0.9987612,0.0005534143,0.00024710794,0.00008302082,0.000104305196,0.00025096623],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001517571,0.00005461155,0.00011033025,0.000089431174,0.0030583784,0.00007979762,0.00030238184,0.000039559483,0.003507036],"category_scores_gemma":[0.0014635649,0.000059954535,0.000059043,0.0004134013,0.00010097866,0.00016541762,0.00004227205,0.00057361764,0.00006438309],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030161065,0.0002084081,0.22118524,0.000017292572,0.00003253672,0.00005861421,0.28660437,0.000043269752,0.000026068821,0.016568623,0.32154953,0.15367587],"study_design_scores_gemma":[0.00013245207,0.000038436036,0.035351325,0.000013946172,0.00000703949,0.000018452807,0.056113534,0.000003888201,0.0000037568514,0.0052676457,0.9029709,0.00007863044],"about_ca_topic_score_codex":0.0010903617,"about_ca_topic_score_gemma":0.00050758047,"teacher_disagreement_score":0.5814214,"about_ca_system_score_codex":0.0006755916,"about_ca_system_score_gemma":0.00087567326,"threshold_uncertainty_score":0.9982395},"labels":[],"label_agreement":null},{"id":"W4296767554","doi":"10.1016/j.jvs.2022.07.058","title":"Youtube as a Source of Patient and Trainee Education in Vascular Surgery","year":2022,"lang":"en","type":"article","venue":"Journal of Vascular Surgery","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; University of Toronto","funders":"","keywords":"Medicine; Vascular surgery; General surgery; Medical education; Surgery; Cardiac surgery","score_opus":0.03878416450422362,"score_gpt":0.3211123847435691,"score_spread":0.2823282202393455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4296767554","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98558307,0.0064979536,0.000016909098,0.0014223654,0.006056266,0.00031761813,8.832465e-7,0.000007844738,0.00009711359],"genre_scores_gemma":[0.99697125,0.00199652,0.00010553067,0.00020913684,0.00060318393,0.00008322287,0.0000033197568,0.00001777468,0.000010044811],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961367,0.001392585,0.00090633635,0.0001439427,0.0011368471,0.000283547],"domain_scores_gemma":[0.99392813,0.004618289,0.00079429033,0.00015216632,0.000297914,0.0002092196],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0068496577,0.00010110036,0.0004976796,0.0007088298,0.00026726944,0.000023069779,0.00012856782,0.000077741504,0.00017790147],"category_scores_gemma":[0.00942239,0.000109772875,0.00039854395,0.000838892,0.00011943707,0.00024201111,0.00003466151,0.0003243442,0.0000013614859],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006177668,0.0009863079,0.5437764,0.00015640097,0.00012724363,0.000017078788,0.10182058,0.00019949951,0.000060399547,0.0003729152,0.0035875745,0.34883383],"study_design_scores_gemma":[0.0004247504,0.00015529059,0.47688055,0.00039607004,0.00014638435,0.000046699282,0.14275472,0.00001708691,0.00009177048,0.001598532,0.37705308,0.00043508096],"about_ca_topic_score_codex":0.006594116,"about_ca_topic_score_gemma":0.00018499413,"teacher_disagreement_score":0.3734655,"about_ca_system_score_codex":0.0004143177,"about_ca_system_score_gemma":0.005187627,"threshold_uncertainty_score":0.9989217},"labels":[],"label_agreement":null},{"id":"W4297240782","doi":"10.17269/s41997-022-00690-0","title":"Examining the impacts of a syphilis awareness campaign among gay, bisexual, and other men who have sex with men (gbMSM) in British Columbia, Canada","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Simon Fraser University; University of Toronto; McGill University; University of Victoria; BC Centre for Disease Control; University of British Columbia; AIDS Vancouver","funders":"Canadian Institutes of Health Research; British Columbia Centre for Disease Control; Michael Smith Health Research BC; Public Health Agency; Public Health Agency of Canada; Ontario HIV Treatment Network; Canadian Foundation for AIDS Research","keywords":"Men who have sex with men; Syphilis; Homosexuality; Demography; Psychology; Gerontology; Gender studies; Sociology; Medicine; Human immunodeficiency virus (HIV); Virology","score_opus":0.12605343889534656,"score_gpt":0.35151022065404924,"score_spread":0.22545678175870268,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297240782","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9835937,0.00087060605,0.0000038098583,0.0130775785,0.00036942016,0.0006995892,0.000087580374,0.0000033435904,0.0012943889],"genre_scores_gemma":[0.99793625,0.000058991947,0.000015843278,0.0013743541,0.00028456483,0.00007762313,0.00000272892,0.000020476613,0.00022917769],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9960778,0.0016365093,0.00057109445,0.00016441442,0.0006947092,0.0008555128],"domain_scores_gemma":[0.9960943,0.00088220515,0.0006730141,0.00014191405,0.0002362328,0.0019723447],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0075180666,0.00008003293,0.0003552348,0.00020127445,0.0013953008,0.00026470827,0.00039395236,0.00005449534,0.00026976835],"category_scores_gemma":[0.0022592247,0.0000986898,0.000015728796,0.0008082878,0.00041075068,0.00024289323,0.000019003293,0.00045710828,4.7402466e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0000011289047,0.000010397664,0.8781362,0.000029564484,0.00001366829,0.00002338133,0.09474612,0.000008335107,9.2620624e-8,0.00002212059,0.016748302,0.010260703],"study_design_scores_gemma":[0.00022469008,0.00013906861,0.6483772,0.00006239735,0.0000036002782,0.00002497453,0.3187011,0.000023757708,7.614815e-8,0.000024993067,0.03234477,0.00007338799],"about_ca_topic_score_codex":0.9998959,"about_ca_topic_score_gemma":0.99998975,"teacher_disagreement_score":0.22975901,"about_ca_system_score_codex":0.0044554994,"about_ca_system_score_gemma":0.121823944,"threshold_uncertainty_score":0.99990475},"labels":[],"label_agreement":null},{"id":"W4297256388","doi":"10.3233/jad-220525","title":"Dementia Research on Facebook and Twitter: Current Practice and Challenges","year":2022,"lang":"en","type":"review","venue":"Journal of Alzheimer s Disease","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"University of British Columbia; Consortium canadien en neurodégénérescence associée au vieillissement; Alzheimer's Association","keywords":"Social media; Context (archaeology); Dementia; Psychology; Public relations; Medicine; Political science; World Wide Web; Computer science; Disease","score_opus":0.7298486003577058,"score_gpt":0.5986569907107644,"score_spread":0.13119160964694143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297256388","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000018331853,0.98612636,1.2782162e-7,0.00763241,0.0036365408,0.0017672433,0.000006886739,0.000007508729,0.00080457644],"genre_scores_gemma":[0.000059938156,0.9971897,0.000034233868,0.00007318584,0.0021124736,0.0004968212,0.0000025645302,0.000026402604,0.0000046644227],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9933583,0.0039688568,0.00059828314,0.00026891773,0.0014451952,0.00036044017],"domain_scores_gemma":[0.9924346,0.005313588,0.00089412363,0.00017460645,0.00029784458,0.0008852296],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0059926636,0.00017977771,0.00061372353,0.00043344914,0.0007284254,0.00011885386,0.00028969883,0.00010043695,0.00021846953],"category_scores_gemma":[0.0062574493,0.0001587116,0.0001527236,0.00026817515,0.0003113574,0.00027197113,0.00011536432,0.0012181381,0.000018101926],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003697741,0.00016950493,0.000012457425,0.0017727584,0.00026286312,0.000022582395,0.00478631,2.2155826e-8,9.936165e-10,0.0008856436,0.001751437,0.99029946],"study_design_scores_gemma":[0.00010631461,0.00016055419,0.00016530447,0.0025191733,0.0026638033,0.000005951868,0.004199792,7.293291e-8,7.748314e-9,0.00025110776,0.98979807,0.00012982317],"about_ca_topic_score_codex":0.00007077359,"about_ca_topic_score_gemma":0.000009051286,"teacher_disagreement_score":0.99016964,"about_ca_system_score_codex":0.00023155764,"about_ca_system_score_gemma":0.003268016,"threshold_uncertainty_score":0.74912035},"labels":[],"label_agreement":null},{"id":"W4297475198","doi":"10.1186/s12859-022-04933-2","title":"Identifying health related occupations of Twitter users through word embedding and deep neural networks","year":2022,"lang":"en","type":"article","venue":"BMC Bioinformatics","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brandon University; Lakehead University","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada; Lakehead University","keywords":"Computer science; Word embedding; Artificial neural network; Embedding; Artificial intelligence; Word (group theory); Encoder; Recurrent neural network; Transformer; Deep learning; Recall; Social media; Construct (python library); Machine learning; Precision and recall; F1 score; Natural language processing; Information retrieval; World Wide Web","score_opus":0.1478485987947585,"score_gpt":0.41606809107234716,"score_spread":0.2682194922775887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297475198","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.865327,0.0018490738,0.104679376,0.006123438,0.015104187,0.0040590907,0.000029661338,0.00031977377,0.0025083877],"genre_scores_gemma":[0.9058616,0.0002714257,0.09218086,0.0010270082,0.00025595678,0.0002788592,0.00007204514,0.000020331912,0.000031911208],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99826455,0.00027497511,0.00063885294,0.00008980713,0.00039222842,0.00033958233],"domain_scores_gemma":[0.9982088,0.0009426047,0.00053835294,0.00013668183,0.00006127619,0.00011224812],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0011119146,0.000080131606,0.00017636323,0.0000935969,0.0013682735,0.000050363687,0.00016317383,0.00006391985,0.000121010744],"category_scores_gemma":[0.00081133196,0.00009183985,0.00004178671,0.0007041752,0.00013423059,0.00045228325,0.000086832915,0.00025827868,0.0000035841363],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017612321,0.00004892658,0.10891656,0.00028365827,0.000018208448,2.9995985e-7,0.8450479,0.016226314,3.1997894e-7,0.004938613,0.0014269534,0.02307467],"study_design_scores_gemma":[0.0003321706,0.000068174166,0.029033955,0.00004507146,0.000022876882,0.0000038167964,0.27357447,0.6915546,6.506815e-7,0.001002418,0.004159241,0.0002025414],"about_ca_topic_score_codex":0.002177997,"about_ca_topic_score_gemma":0.00056152715,"teacher_disagreement_score":0.6753283,"about_ca_system_score_codex":0.00029663867,"about_ca_system_score_gemma":0.00031307258,"threshold_uncertainty_score":0.9999318},"labels":[],"label_agreement":null},{"id":"W4297721138","doi":"10.2196/40198","title":"Platform Effects on Public Health Communication: A Comparative and National Study of Message Design and Audience Engagement Across Twitter and Facebook","year":2022,"lang":"en","type":"article","venue":"JMIR Infodemiology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Social media; Public health; Health communication; Affordance; Public relations; Public engagement; Pandemic; Advertising; Internet privacy; Psychology; Political science; Business; Coronavirus disease 2019 (COVID-19); Medicine; Computer science; World Wide Web; Disease; Infectious disease (medical specialty); Nursing","score_opus":0.48753110930649635,"score_gpt":0.5282413679690346,"score_spread":0.0407102586625383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297721138","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9856974,0.00025181303,0.000060314225,0.009369925,0.00019440822,0.004048559,0.0000036211595,0.000020213845,0.00035375095],"genre_scores_gemma":[0.99194676,0.00011177044,0.00048405395,0.0022361304,0.00003515003,0.005167284,0.0000037908933,0.0000033738397,0.000011703294],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9965424,0.0024401413,0.0002886524,0.00020170171,0.00026799238,0.00025912808],"domain_scores_gemma":[0.9917323,0.0076664835,0.00028267302,0.00011318173,0.000087096414,0.000118272255],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005258538,0.0000817921,0.00025519825,0.00006771606,0.0015139265,0.000020102754,0.000154941,0.00004838046,0.000017948618],"category_scores_gemma":[0.00080092024,0.00008341107,0.000008533193,0.00016221948,0.00045543697,0.00011400606,0.00024507722,0.00030247445,7.4592447e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000440872,0.00020351453,0.12621316,0.000037849353,0.000019151166,2.1607103e-7,0.85550433,0.00004876717,0.0000041761314,0.012157415,0.0010024302,0.0047648773],"study_design_scores_gemma":[0.0011299674,0.0017300963,0.7892938,0.000017769406,0.000004315253,0.000001776295,0.18583016,0.00031206614,0.0000036442561,0.0049743154,0.01656192,0.00014012467],"about_ca_topic_score_codex":0.00090298627,"about_ca_topic_score_gemma":0.00041169027,"teacher_disagreement_score":0.6696742,"about_ca_system_score_codex":0.00027596092,"about_ca_system_score_gemma":0.00028715606,"threshold_uncertainty_score":0.99978596},"labels":[],"label_agreement":null},{"id":"W4297778642","doi":"10.2196/preprints.42097","title":"Cervical Myelopathy and Social Media: Mixed Methods Analysis (Preprint)","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; Université de Montréal; McGill University","funders":"","keywords":"Social media; Categorization; Myelopathy; Medicine; Sentiment analysis; Advertising; Computer science; World Wide Web; Artificial intelligence; Business","score_opus":0.13797667395911034,"score_gpt":0.47736157800345413,"score_spread":0.3393849040443438,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297778642","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8490956,0.0017704482,0.006597146,0.055363085,0.05074576,0.004567444,0.00010592525,0.0010074045,0.03074718],"genre_scores_gemma":[0.91229993,0.0019927346,0.07273118,0.0006530493,0.0063268538,0.005326365,0.0003341726,0.00006723131,0.00026848904],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99192697,0.0048462725,0.0006578597,0.00094593293,0.0010285988,0.0005943448],"domain_scores_gemma":[0.98718625,0.011376344,0.00042756624,0.00042304286,0.00023640908,0.00035041446],"candidate_categories":["metaresearch","metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0073271403,0.00027529715,0.00081432617,0.00052367995,0.0015177281,0.00018316228,0.000715457,0.0007443494,0.008315468],"category_scores_gemma":[0.009734771,0.00031680538,0.00037238016,0.0013717079,0.0005231992,0.00008357562,0.001459222,0.0013171233,0.000021171303],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024590074,0.00017982676,0.07153136,0.0002639358,0.00070726365,0.0000046837204,0.6395561,0.000036889967,0.0000062759973,0.037251886,0.0016448402,0.24879234],"study_design_scores_gemma":[0.00020060358,0.000015911168,0.72464365,0.000012033416,0.001367717,2.6808408e-7,0.15653254,0.00012410241,0.000021062775,0.03087745,0.085465886,0.00073880836],"about_ca_topic_score_codex":0.01849111,"about_ca_topic_score_gemma":0.024763102,"teacher_disagreement_score":0.65311223,"about_ca_system_score_codex":0.00096335873,"about_ca_system_score_gemma":0.0020200845,"threshold_uncertainty_score":0.9999284},"labels":[],"label_agreement":null},{"id":"W4298147478","doi":"10.1200/jco.2022.40.28_suppl.244","title":"Are YouTube videos a reliable information source for young women with metastatic breast cancer?","year":2022,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre; McGill University","funders":"","keywords":"Medicine; Breast cancer; Metastatic breast cancer; Credibility; Population; Health professionals; Family medicine; Health care; Cancer; Internal medicine","score_opus":0.19664488399771884,"score_gpt":0.5143334902630637,"score_spread":0.3176886062653449,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4298147478","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9338068,0.00011004192,0.0005438783,0.052551154,0.0112570515,0.0010506879,0.0000372049,0.000020032778,0.00062318135],"genre_scores_gemma":[0.98766905,0.00022630818,0.0025790199,0.0050344486,0.0031056392,0.0012201178,0.0000025261163,0.000014321787,0.00014857475],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965048,0.00088913715,0.0014980583,0.00009538011,0.0006507002,0.00036196384],"domain_scores_gemma":[0.9888779,0.005685226,0.00414724,0.00008561966,0.0008384549,0.00036556565],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.009834531,0.00007588019,0.0006480508,0.00011764639,0.000600837,0.000029001676,0.00029760163,0.000107982196,0.00037399624],"category_scores_gemma":[0.011425523,0.00006316533,0.00011406093,0.00036746365,0.00020117933,0.0005570424,0.000034221783,0.0006561297,0.00000481998],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0071682683,0.0011739216,0.30626246,0.000118828146,0.000324984,0.00001724145,0.11700208,0.0016342935,0.0000014764717,0.0010025995,0.030064806,0.535229],"study_design_scores_gemma":[0.0022268048,0.002530214,0.12658294,0.00002676768,0.00009925751,0.000034238758,0.08582365,0.00007244289,2.927395e-7,0.00080035743,0.7817088,0.00009425727],"about_ca_topic_score_codex":0.0019841518,"about_ca_topic_score_gemma":0.0012827532,"teacher_disagreement_score":0.75164396,"about_ca_system_score_codex":0.0017448877,"about_ca_system_score_gemma":0.0068261013,"threshold_uncertainty_score":0.9988043},"labels":[],"label_agreement":null},{"id":"W4298622986","doi":"10.5489/cuaj.8038","title":"Analyzing the growth in social media proliferation in academic urology: Associations between program ranking and social media footprint","year":2022,"lang":"en","type":"letter","venue":"Canadian Urological Association Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Footprint; Social media; Ranking (information retrieval); Psychology; Computer science; Geography; Information retrieval; World Wide Web","score_opus":0.10066131349671004,"score_gpt":0.35367445494047056,"score_spread":0.2530131414437605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4298622986","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13823658,0.00032650752,0.0000028607717,0.8557745,0.0034243867,0.0016454668,0.00015218806,0.00007221787,0.00036528855],"genre_scores_gemma":[0.8815632,0.00048823922,0.00005307295,0.07278405,0.042818792,0.0014420551,0.00076501677,0.00006753448,0.000018054921],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98733115,0.007061049,0.0014797989,0.00060726673,0.0016126801,0.0019080384],"domain_scores_gemma":[0.98277843,0.014525251,0.0017637326,0.00009645118,0.00046292657,0.00037319696],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.011583141,0.0003923971,0.0008985068,0.0011993374,0.004394357,0.00044729665,0.0008703227,0.0034096213,0.00024567204],"category_scores_gemma":[0.031671118,0.00039060094,0.0002234986,0.001809647,0.00038969592,0.000274358,0.00009333932,0.013061193,0.000008777041],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012142264,0.000029898725,0.8609589,0.000011767914,0.00006962668,0.00004223394,0.07131185,0.0000032470487,2.3101519e-7,0.0013130371,0.0508454,0.015401671],"study_design_scores_gemma":[0.00048680682,0.00003790622,0.7323256,0.000009067824,0.00010693436,0.0000028862162,0.0021471586,0.000008184513,9.212344e-8,0.014286664,0.25024828,0.0003403715],"about_ca_topic_score_codex":0.010250846,"about_ca_topic_score_gemma":0.08185899,"teacher_disagreement_score":0.78299046,"about_ca_system_score_codex":0.011712107,"about_ca_system_score_gemma":0.0042623305,"threshold_uncertainty_score":0.99985456},"labels":[],"label_agreement":null},{"id":"W4298860546","doi":"","title":"Ophthalmology on social networking sites: an observational study of Facebook, Twitter, and LinkedIn","year":2015,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Observational study; Social media; Internet privacy; Cyberpsychology; Psychology; World Wide Web; Computer science; Medicine","score_opus":0.9201899723697708,"score_gpt":0.7080092600878297,"score_spread":0.21218071228194113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4298860546","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9904824,0.0010632683,0.0000046217706,0.00066935015,0.003291599,0.0017914111,0.0000062041386,0.000022149146,0.0026689982],"genre_scores_gemma":[0.99649376,0.00046206833,0.00009608158,0.00021501159,0.0023804866,0.00026411653,0.00000930145,0.000026111024,0.00005307806],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9959937,0.0014223817,0.00078322616,0.00035797647,0.0010571884,0.00038555154],"domain_scores_gemma":[0.9959763,0.0017909436,0.0010049439,0.00019371501,0.00064258283,0.00039145994],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0040841764,0.00018776495,0.00058867777,0.00038626586,0.00065208046,0.00039692936,0.0013101461,0.00019186828,0.0010806989],"category_scores_gemma":[0.0020105748,0.0001962396,0.000055225355,0.0008382857,0.00032806626,0.0012722248,0.00027045465,0.00037205184,0.000004839209],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013819816,0.0006275497,0.9366649,0.000020201463,0.000046596248,0.0000068334034,0.04554714,0.000031696367,0.00032691087,0.00018929885,0.0050230036,0.011377667],"study_design_scores_gemma":[0.0005992483,0.00008443704,0.97721064,0.000075796605,0.000036973106,0.0000019096462,0.012189356,0.000021643553,0.000051494153,0.005086842,0.0044416864,0.00019999698],"about_ca_topic_score_codex":0.009569612,"about_ca_topic_score_gemma":0.00067746907,"teacher_disagreement_score":0.040545713,"about_ca_system_score_codex":0.00023641248,"about_ca_system_score_gemma":0.0006956595,"threshold_uncertainty_score":0.99983245},"labels":[],"label_agreement":null},{"id":"W4299413706","doi":"10.3138/9781442667532-fm","title":"Frontmatter","year":2013,"lang":"en","type":"book-chapter","venue":"University of Toronto Press eBooks","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Saint Vincent University","funders":"University of Toronto; Canada Council for the Arts; Ontario Arts Council; Government of Canada","keywords":"Political science","score_opus":0.0707301721759219,"score_gpt":0.2899183765468251,"score_spread":0.21918820437090322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4299413706","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00003429371,0.0009492323,0.000013462781,0.00016603265,0.0018675235,0.0009558651,0.00001908919,0.00006188753,0.99593264],"genre_scores_gemma":[0.00013314381,0.0003198325,0.0005302162,0.00004557368,0.00057604397,0.0000026450982,0.000007290762,0.000018926337,0.99836636],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99898386,0.0000655222,0.00013956871,0.00022071582,0.00036913107,0.00022120711],"domain_scores_gemma":[0.9987634,0.00028623996,0.00029063906,0.00025598877,0.00022135024,0.00018239471],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015100297,0.00013924959,0.00027071123,0.000016880993,0.0002872836,0.000015389449,0.00042938584,0.00044144143,0.018157749],"category_scores_gemma":[0.000053578337,0.0001881107,0.00011473356,4.963576e-7,0.00046820435,0.00014328014,0.00007718271,0.0001548271,0.0002883264],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026057873,0.000017195003,0.00002656062,0.00011722961,0.00009758123,0.000004587551,0.14758258,1.512484e-7,0.0000037870545,0.47854605,0.29838857,0.07518965],"study_design_scores_gemma":[0.00011131387,0.00001846012,0.000105333806,0.000085882246,0.000056554367,6.8244454e-8,0.00054026186,6.47913e-7,0.00000255925,0.00089230656,0.9980261,0.00016052443],"about_ca_topic_score_codex":0.73853356,"about_ca_topic_score_gemma":0.17310315,"teacher_disagreement_score":0.69963753,"about_ca_system_score_codex":0.000713113,"about_ca_system_score_gemma":0.00034582388,"threshold_uncertainty_score":0.9827398},"labels":[],"label_agreement":null},{"id":"W4301309049","doi":"10.17615/eg0z-fb92","title":"Social Media and the Practicing Hematologist: Twitter 101 for the Busy Healthcare Provider","year":2020,"lang":"en","type":"article","venue":"UNC Libraries","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Aurora Research Institute; American Society for Blood and Marrow Transplantation","keywords":"Hematologist; Social media; Health care; Internet privacy; Computer science; World Wide Web; Medicine; Political science","score_opus":0.266002312291512,"score_gpt":0.40825210998976713,"score_spread":0.14224979769825513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4301309049","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011442099,0.0020184119,0.00027109883,0.9816271,0.0018289261,0.0021148021,0.0000043303303,0.00010519479,0.0005880107],"genre_scores_gemma":[0.96141833,0.00010344702,0.0023638194,0.026731813,0.0076236934,0.0016604037,0.0000081541375,0.000025640433,0.00006470385],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99854517,0.00043656986,0.00022137543,0.00018663722,0.00029344414,0.00031680494],"domain_scores_gemma":[0.9796947,0.01981353,0.00018584772,0.00009198933,0.00009790811,0.00011598477],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0007853822,0.000092598435,0.00018942748,0.000014320196,0.0021321594,0.00029743245,0.00024677077,0.00011750477,0.000031123185],"category_scores_gemma":[0.019898498,0.000054258984,0.000047819474,0.0002541731,0.0014323276,0.00043795924,0.000056410885,0.00022124812,0.0000061618953],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007863259,0.0000045830693,0.0029695109,0.00006606046,0.000009709934,2.080046e-7,0.4123767,8.826724e-8,2.982027e-7,0.5654569,0.014827366,0.0042099105],"study_design_scores_gemma":[0.0009063131,0.000034725326,0.004674669,0.000022822134,0.00006594397,8.9318365e-7,0.33415437,0.00007130939,0.000046006207,0.3121772,0.34766838,0.00017735439],"about_ca_topic_score_codex":0.0018855733,"about_ca_topic_score_gemma":0.0011112295,"teacher_disagreement_score":0.9548953,"about_ca_system_score_codex":0.000035099234,"about_ca_system_score_gemma":0.0008074782,"threshold_uncertainty_score":0.9991669},"labels":[],"label_agreement":null},{"id":"W4301390580","doi":"10.2196/preprints.42927","title":"Cues Disseminated by Professional Associations That Represent 5 Health Care Professions Across 5 Nations: Lexical Analysis of Tweets (Preprint)","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Health care; Social media; Public relations; Identity (music); Pharmacy; Psychology; Medical education; Medicine; Nursing; Political science; Computer science; World Wide Web","score_opus":0.13190809416499175,"score_gpt":0.5351353924202489,"score_spread":0.40322729825525716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4301390580","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8992514,0.0026319972,0.00016302336,0.06059633,0.015320367,0.009663583,0.0043899594,0.0005318664,0.0074514835],"genre_scores_gemma":[0.98026335,0.0009724535,0.00063568103,0.00029656946,0.0003390001,0.007395312,0.0072572944,0.000038881783,0.0028014448],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9911131,0.003308089,0.0013209822,0.0010469157,0.0023502242,0.000860685],"domain_scores_gemma":[0.988636,0.0071154283,0.0019050967,0.00087762735,0.0009835789,0.0004822323],"candidate_categories":["metaresearch","metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0035946192,0.00032619157,0.0010662145,0.00064832607,0.0039964686,0.00010305631,0.0010388573,0.00070823357,0.0025133085],"category_scores_gemma":[0.012835328,0.0003399126,0.00053512276,0.003392328,0.00042116956,0.00018310614,0.0012795082,0.0015210098,0.000008076764],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0000150975375,0.00080570416,0.49928015,0.00029237184,0.0006876455,5.178719e-7,0.47062773,0.00017736033,0.000009203006,0.004140749,0.021745045,0.0022184285],"study_design_scores_gemma":[0.00018321641,0.000037201233,0.54084504,0.0002822078,0.00036575325,4.8597663e-8,0.44272655,0.000059793136,0.00009510495,0.0008574081,0.014099557,0.00044814142],"about_ca_topic_score_codex":0.06268532,"about_ca_topic_score_gemma":0.057900857,"teacher_disagreement_score":0.08101197,"about_ca_system_score_codex":0.004174376,"about_ca_system_score_gemma":0.007871,"threshold_uncertainty_score":0.9999053},"labels":[],"label_agreement":null},{"id":"W4302062970","doi":"","title":"Exploring social media and admissions decision-making â friends or foes?","year":2016,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"The Wilson Centre; University of Toronto","funders":"","keywords":"Social media; Psychology; Computer science; World Wide Web","score_opus":0.7305777822032602,"score_gpt":0.6583120522417378,"score_spread":0.07226572996152236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4302062970","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98331654,0.002489245,0.00022903274,0.0032894106,0.007463087,0.0007062459,0.000023166287,0.00006937459,0.0024139262],"genre_scores_gemma":[0.9766175,0.019521434,0.00074732583,0.00017640271,0.0024966649,0.0003443561,0.0000010382869,0.00004303765,0.0000522475],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99631864,0.0005872678,0.0008202867,0.0004363842,0.001210969,0.00062648207],"domain_scores_gemma":[0.98316354,0.014605424,0.0007825018,0.00024345791,0.0004275766,0.00077748025],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0029235387,0.0002277791,0.00057391933,0.00065277854,0.0017572329,0.0007950632,0.0017692759,0.00017883236,0.015336129],"category_scores_gemma":[0.034753777,0.00016610812,0.00011174879,0.0011662449,0.0003779267,0.0043020276,0.0005557661,0.00029663078,0.000019211668],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021813989,0.00012099961,0.26280612,0.00003381901,0.000052058713,0.000014955629,0.029194416,3.8823796e-7,0.0015198487,0.0012744294,0.010928127,0.6938367],"study_design_scores_gemma":[0.00049123657,0.000008872576,0.8970575,0.001484765,0.000067264875,0.0000029543958,0.006858177,0.0000014949513,0.0005089668,0.03315941,0.059920825,0.00043858582],"about_ca_topic_score_codex":0.0020461371,"about_ca_topic_score_gemma":0.0024466133,"teacher_disagreement_score":0.6933981,"about_ca_system_score_codex":0.0003755411,"about_ca_system_score_gemma":0.0012857501,"threshold_uncertainty_score":0.99954236},"labels":[],"label_agreement":null},{"id":"W4302774141","doi":"10.1016/j.euf.2022.09.009","title":"Top 100 Urology Influencers on Twitter: Is Social Media Influence Associated with Academic Impact?","year":2022,"lang":"en","type":"article","venue":"European Urology Focus","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Influencer marketing; Social media; Medicine; Specialty; Certification; Urology; Ranking (information retrieval); Index (typography); Family medicine; World Wide Web; Computer science; Information retrieval","score_opus":0.06619347416133904,"score_gpt":0.36548180681608816,"score_spread":0.29928833265474913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4302774141","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96675384,0.00020545804,0.0000023140071,0.02016095,0.0023315174,0.0006717681,0.00003844109,0.00026346074,0.009572273],"genre_scores_gemma":[0.98638207,0.00004630038,0.00000856732,0.011819325,0.0012975669,0.00026616626,0.000023037188,0.000065785374,0.00009118467],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99216145,0.00475733,0.0004860467,0.00062402355,0.00086551486,0.0011056327],"domain_scores_gemma":[0.99516207,0.0035288378,0.00052355067,0.0002790254,0.00017670532,0.0003297988],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0021060084,0.0002773604,0.000363534,0.00031156457,0.0020333054,0.000035136345,0.0009522793,0.00025244718,0.0010802593],"category_scores_gemma":[0.006125729,0.00028344055,0.000105379244,0.0011586376,0.0011164794,0.00018594756,0.00019385447,0.0018772485,0.00033957502],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009570133,0.00034946558,0.4211099,0.000008020266,0.0002190136,0.00021005256,0.5095567,0.0008751254,0.00025717128,0.0038439129,0.036231145,0.026382478],"study_design_scores_gemma":[0.0010662583,0.0013030949,0.8604712,0.000005171516,0.00009175895,0.000010741354,0.0044919914,0.000007643313,0.000013023974,0.0013897588,0.13067941,0.0004699316],"about_ca_topic_score_codex":0.0011569606,"about_ca_topic_score_gemma":0.00037404054,"teacher_disagreement_score":0.5050647,"about_ca_system_score_codex":0.0008953442,"about_ca_system_score_gemma":0.0010269961,"threshold_uncertainty_score":0.9999618},"labels":[],"label_agreement":null},{"id":"W4304958833","doi":"10.5864/d2022-019","title":"Environmental scan of social media usage among Ontario public health units","year":2022,"lang":"en","type":"article","venue":"Environmental Health Review","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Conestoga College","funders":"","keywords":"Social media; Public engagement; User engagement; Internet privacy; Social engagement; Psychology; Public relations; Advertising; Sociology; World Wide Web; Computer science; Political science; Business; Social science","score_opus":0.19481396003707477,"score_gpt":0.3729664502539493,"score_spread":0.17815249021687454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4304958833","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79476404,0.13366091,0.0000068259515,0.055141024,0.00558023,0.0082124155,0.000535708,0.00010976802,0.0019890864],"genre_scores_gemma":[0.92133796,0.06915307,0.00013605245,0.006565201,0.00048349114,0.0014748916,0.00052212714,0.000048194895,0.000279004],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99248356,0.0031897929,0.0011580962,0.00047242947,0.001635009,0.0010611073],"domain_scores_gemma":[0.9970329,0.00062299054,0.0011771738,0.00030705595,0.0000068496934,0.00085305824],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0055587054,0.0002394092,0.0007567978,0.00012260531,0.002929151,0.000016057538,0.00054223335,0.000079062826,0.012294247],"category_scores_gemma":[0.00031348463,0.0002907751,0.00013943228,0.0006046681,0.00076859497,0.00025378764,0.00023002092,0.0006784937,0.000075112155],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010618393,0.0009626666,0.14444138,0.001366565,0.000030371395,0.000002732798,0.3232345,8.3888574e-7,0.000004150938,0.0013551685,0.012156321,0.51643467],"study_design_scores_gemma":[0.00020006136,0.00012903078,0.3224462,0.00013855395,0.000009921832,0.000001728353,0.013500931,4.048021e-7,5.6289065e-7,0.000032574982,0.663371,0.00016899835],"about_ca_topic_score_codex":0.049374398,"about_ca_topic_score_gemma":0.061888065,"teacher_disagreement_score":0.6512147,"about_ca_system_score_codex":0.013068989,"about_ca_system_score_gemma":0.0040687216,"threshold_uncertainty_score":0.99995446},"labels":[],"label_agreement":null},{"id":"W4306154529","doi":"10.1002/aet2.10812","title":"Systematic online academic resources (<scp>SOAR</scp>) review: Sickle cell disorders","year":2022,"lang":"en","type":"article","venue":"AEM Education and Training","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; McMaster University; Ottawa Hospital; Royal College of Physicians and Surgeons of Canada","funders":"","keywords":"Quality (philosophy); Educational resources; Online search; Inclusion and exclusion criteria; Medicine; Resource (disambiguation); Soar; Medical education; Knowledge management; Computer science; Psychology; World Wide Web; Alternative medicine; Pathology","score_opus":0.07452376931792361,"score_gpt":0.3902310498253834,"score_spread":0.31570728050745983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4306154529","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8725483,0.08192876,0.0000070825213,0.023395786,0.00662511,0.0028930313,0.000010426979,0.00015865664,0.012432874],"genre_scores_gemma":[0.974549,0.013363351,0.0003669261,0.004775393,0.0011624965,0.002723727,0.00006298933,0.000030789633,0.0029653474],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99776167,0.0007892173,0.0004190901,0.0002489682,0.00045415826,0.0003268825],"domain_scores_gemma":[0.99686676,0.0023688755,0.0003401524,0.00014588425,0.000066631925,0.00021167709],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001941876,0.000108225126,0.0002508822,0.000117788346,0.0012768211,0.000033890028,0.00024096432,0.000066140456,0.00009696328],"category_scores_gemma":[0.0044127647,0.0001210275,0.00004690762,0.0006166336,0.00012233212,0.00014786665,0.00003598645,0.00040021972,0.000015989579],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000014045121,0.00034171948,0.008939588,0.0104110055,0.000017579529,2.4992028e-7,0.89376265,0.000005491858,0.000013335319,0.003757642,0.024204591,0.058544714],"study_design_scores_gemma":[0.00013548478,0.000035165554,0.0070191985,0.0018120556,0.00007948797,0.0000026013279,0.5189175,0.000021690441,0.000001751593,0.001160164,0.47071275,0.00010213668],"about_ca_topic_score_codex":0.00095770636,"about_ca_topic_score_gemma":0.0002272203,"teacher_disagreement_score":0.44650814,"about_ca_system_score_codex":0.00020243993,"about_ca_system_score_gemma":0.0011084224,"threshold_uncertainty_score":0.98204046},"labels":[],"label_agreement":null},{"id":"W4306960737","doi":"10.48083/hmug9514","title":"A Quality Assessment of Information Available on Renal Cancer on YouTube","year":2022,"lang":"en","type":"article","venue":"Société Internationale d’Urologie Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Misinformation; Likert scale; Medicine; Descriptive statistics; Grading (engineering); Quality Score; Quality (philosophy); Psychology; Computer science; Statistics","score_opus":0.2577715383947575,"score_gpt":0.5072468122241188,"score_spread":0.2494752738293613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4306960737","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8125335,0.00013613037,0.00038442033,0.031387925,0.019697687,0.00093209755,0.0001340909,0.00007501754,0.1347191],"genre_scores_gemma":[0.9937634,0.0003890434,0.00035609066,0.002846572,0.0013370446,0.0005842875,0.0000400471,0.0000074253185,0.0006761012],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961991,0.0009784402,0.0006328974,0.00013756774,0.0017563427,0.00029569343],"domain_scores_gemma":[0.99630874,0.0020160524,0.0009381719,0.0001271607,0.0004888609,0.00012099764],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0037874274,0.00010188602,0.00019500626,0.00024272584,0.0011112249,0.000070001835,0.00049541984,0.000083042556,0.008830846],"category_scores_gemma":[0.0033996154,0.00010375081,0.00013458365,0.00028290454,0.00013496884,0.00040955818,0.00006946216,0.0008297675,0.000026736207],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008770114,0.0016113896,0.3711762,0.00006253406,0.000393562,0.000008416831,0.07528197,0.020949196,0.00017038008,0.2473784,0.083867066,0.19822387],"study_design_scores_gemma":[0.0015747692,0.0009225081,0.28820005,0.000041692576,0.000029156034,0.000005267462,0.025359003,0.000733026,0.00006742487,0.011400626,0.6713543,0.00031216224],"about_ca_topic_score_codex":0.0017196668,"about_ca_topic_score_gemma":0.00017632064,"teacher_disagreement_score":0.5874872,"about_ca_system_score_codex":0.0023602913,"about_ca_system_score_gemma":0.0018901068,"threshold_uncertainty_score":0.9920752},"labels":[],"label_agreement":null},{"id":"W4307023719","doi":"10.1016/j.cjca.2022.08.013","title":"EARLY SUCCESS AND COST-EFFECTIVENESS OF A SOCIAL MEDIA CAMPAIGN TO REDUCE PRE-HOSPITAL DELAYS IN PATIENTS WITH POSSIBLE ACUTE CORONARY SYNDROME","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Research Manitoba","funders":"","keywords":"Medicine; Conventional PCI; Chest pain; Acute coronary syndrome; Psychological intervention; Percutaneous coronary intervention; Intervention (counseling); Audience measurement; Medical emergency; Patient education; Social media; Emergency department; Health care; Intensive care medicine; Family medicine; Nursing; Internal medicine; Myocardial infarction; Advertising","score_opus":0.023588156414774693,"score_gpt":0.30943197528627425,"score_spread":0.28584381887149957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307023719","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9950142,0.0001155751,0.000013121748,0.00055688125,0.003011403,0.0010683538,0.000085887346,0.000002827327,0.00013177143],"genre_scores_gemma":[0.9994675,0.000007491271,0.0000352294,0.000031243635,0.00024690683,0.00018852897,0.00000814697,0.000012513442,0.0000024240487],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975704,0.0012730779,0.00029773056,0.00014809566,0.00031050167,0.00040020052],"domain_scores_gemma":[0.99796325,0.00089666946,0.00023166146,0.00006946638,0.00032079458,0.00051818014],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014258039,0.000089378416,0.0004322441,0.0003563211,0.00039083956,0.000015527037,0.00027119592,0.000098473756,0.000021846827],"category_scores_gemma":[0.0007634957,0.00009502539,0.000048001995,0.0005311772,0.00033750612,0.00015666155,0.00002363204,0.0003184482,5.353697e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026508863,0.00000976293,0.9511269,0.000011666602,0.00006250635,0.00007204647,0.04627934,0.00014170297,0.0000026379275,0.000301756,0.00013807967,0.0015885138],"study_design_scores_gemma":[0.00075036415,0.00090710603,0.9930205,0.000025348216,0.000035916863,0.000022746508,0.004074692,1.5595255e-7,0.0000018704771,0.00020818783,0.0008564728,0.00009667778],"about_ca_topic_score_codex":0.016461186,"about_ca_topic_score_gemma":0.012252462,"teacher_disagreement_score":0.04220465,"about_ca_system_score_codex":0.0010745015,"about_ca_system_score_gemma":0.0038903852,"threshold_uncertainty_score":0.9900883},"labels":[],"label_agreement":null},{"id":"W4307144657","doi":"10.1016/j.ijrobp.2022.07.1794","title":"Organized Social Medical Communication in Radiation Oncology: Two-Year Trends of Structured Hashtags","year":2022,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre; Western University","funders":"","keywords":"Software deployment; Medicine; Social media; Social media analytics; Analytics; Set (abstract data type); Stakeholder; World Wide Web; Data science; Computer science; Public relations","score_opus":0.049798835049759876,"score_gpt":0.4344340057742961,"score_spread":0.38463517072453624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307144657","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9340465,0.0005577996,0.00039640767,0.04625611,0.014138624,0.00056619244,0.000086046166,0.000056807323,0.00389548],"genre_scores_gemma":[0.9927326,0.0007483718,0.0014618497,0.0007715879,0.0039334996,0.00010368569,0.00020170925,0.000026034435,0.000020704874],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.993729,0.0032960062,0.0013393034,0.00022727568,0.0010782506,0.0003301609],"domain_scores_gemma":[0.99367744,0.0026424131,0.0024962176,0.00015433354,0.00085459114,0.00017502732],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0043071583,0.00016353375,0.0005743984,0.00052140857,0.00049144507,0.000024492452,0.0012307594,0.00040524482,0.0014316349],"category_scores_gemma":[0.0040580896,0.00018633374,0.00018300445,0.0009984616,0.0005614912,0.00037757604,0.00015118507,0.0011571508,0.000008663737],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004741765,0.00082306546,0.23727019,0.000006361084,0.0001958325,0.000009241638,0.049336594,0.00024442968,0.0003824546,0.12094595,0.0026711249,0.5876406],"study_design_scores_gemma":[0.025895618,0.0019791566,0.2549983,0.0000668056,0.00021712409,0.00006196742,0.028645486,0.0014478435,0.0006049131,0.093294784,0.5920184,0.00076959433],"about_ca_topic_score_codex":0.001180648,"about_ca_topic_score_gemma":0.00064902817,"teacher_disagreement_score":0.5893473,"about_ca_system_score_codex":0.0044590407,"about_ca_system_score_gemma":0.0046603307,"threshold_uncertainty_score":0.9994812},"labels":[],"label_agreement":null},{"id":"W4307288867","doi":"10.1016/j.phymed.2022.154520","title":"The International Natural Product Sciences Taskforce (INPST) and the power of Twitter networking exemplified through #INPST hashtag analysis","year":2022,"lang":"en","type":"article","venue":"Phytomedicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":56,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland; McMaster University","funders":"National Natural Science Foundation of China; West China Hospital, Sichuan University; Instituto de Salud Carlos III; Centro de Investigación Biomédica en Red-Fisiopatología de la Obesidad y Nutrición; Army Research Office; Sichuan University","keywords":"Event (particle physics); Social media; Product (mathematics); Computer science; World Wide Web; Visibility","score_opus":0.07542293086090157,"score_gpt":0.39349593687444695,"score_spread":0.3180730060135454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307288867","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7896333,0.007252552,0.00004340372,0.17344137,0.018810222,0.001253391,0.0000040662258,0.000041630057,0.009520089],"genre_scores_gemma":[0.99538815,0.00040817657,0.000053679007,0.0014338093,0.0021050524,0.0003010261,0.0000059776494,0.0000055649984,0.00029853656],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99763346,0.00038740167,0.00031629,0.00024806277,0.0011124443,0.00030233205],"domain_scores_gemma":[0.99673223,0.0026029416,0.0002969219,0.00018951105,0.0001322335,0.000046143414],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0041645686,0.000085175445,0.00021204755,0.00009848708,0.0022760893,0.000057426052,0.0006016589,0.0000189695,0.00014817438],"category_scores_gemma":[0.0015489552,0.000049872117,0.00006620246,0.0019397747,0.0023201904,0.00011955299,0.00013919294,0.0002700835,0.0000010426462],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044600203,0.00011302459,0.27540115,0.000028643037,0.0007292685,0.000002399594,0.6562134,0.00023006927,0.00012289539,0.021860108,0.025110465,0.019742575],"study_design_scores_gemma":[0.0019196194,0.00017320336,0.10719981,0.000054273143,0.00047370535,0.000005217145,0.19861032,0.0013962867,0.00012071668,0.01204599,0.6776823,0.0003185728],"about_ca_topic_score_codex":0.0039789374,"about_ca_topic_score_gemma":0.0006194422,"teacher_disagreement_score":0.6525718,"about_ca_system_score_codex":0.00013675766,"about_ca_system_score_gemma":0.00025636313,"threshold_uncertainty_score":0.99902284},"labels":[],"label_agreement":null},{"id":"W4307395455","doi":"10.1016/j.ctro.2022.09.007","title":"Development and dissemination of structured hashtags for radiation oncology: Two-Year trends","year":2022,"lang":"en","type":"article","venue":"Clinical and Translational Radiation Oncology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sunnybrook Health Science Centre; University of Toronto; Queen's University","funders":"","keywords":"Radiation oncology; Social media; Software deployment; Crowdsourcing; Medicine; World Wide Web; Computer science; Internal medicine; Radiation therapy","score_opus":0.12321808129343635,"score_gpt":0.5147311730092695,"score_spread":0.39151309171583315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307395455","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95982116,0.0006765702,0.00061554107,0.030266639,0.00430098,0.0013895079,0.000124353,0.000043639717,0.0027616236],"genre_scores_gemma":[0.99007094,0.00022935054,0.007832811,0.00021338563,0.0006790227,0.00063841545,0.0002610004,0.000008666675,0.000066400244],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980528,0.0005765751,0.0006692297,0.00024972076,0.00028044466,0.00017122418],"domain_scores_gemma":[0.9914465,0.0078751845,0.00036083738,0.000051051236,0.00012269517,0.00014373846],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002313338,0.000078810845,0.00025772763,0.00016071658,0.00070792093,0.000010436992,0.00007740054,0.00017344899,0.00025486012],"category_scores_gemma":[0.0018688625,0.000090035566,0.00005161514,0.0002731891,0.00031136777,0.00012234521,0.000012819025,0.00017834271,7.7625606e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016776078,0.00014853226,0.06195594,0.000012989052,0.00002249327,1.7107641e-7,0.020182678,0.000024086068,0.000014001225,0.055391487,0.00034915746,0.8617307],"study_design_scores_gemma":[0.0012915116,0.00028336633,0.45327696,0.0000040857567,0.000034480472,8.458117e-7,0.0024843307,0.00034760125,0.000011839209,0.0032446142,0.5389298,0.00009053909],"about_ca_topic_score_codex":0.000079397985,"about_ca_topic_score_gemma":0.0005309345,"teacher_disagreement_score":0.86164016,"about_ca_system_score_codex":0.00018730857,"about_ca_system_score_gemma":0.0012235377,"threshold_uncertainty_score":0.5444827},"labels":[],"label_agreement":null},{"id":"W4307552395","doi":"10.3390/ijerph192113911","title":"Ophthalmology Practice and Social Media Influences: A Patients Based Cross-Sectional Study among Social Media Users","year":2022,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social media; Medicine; Cross-sectional study; Quarter (Canadian coin); Perception; Family medicine; Psychology; Geography; Political science","score_opus":0.2397398488190521,"score_gpt":0.5103762584555255,"score_spread":0.2706364096364734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307552395","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9817253,0.00012268015,0.000001880674,0.014619554,0.002754192,0.0005159892,0.000105883686,0.00000603885,0.00014852516],"genre_scores_gemma":[0.99766994,0.00012132015,0.000068877634,0.0004098642,0.0015344596,0.00013038485,0.00004470495,0.000012577731,0.000007900431],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9915401,0.0031708914,0.00066019624,0.00025371325,0.0038202016,0.0005549141],"domain_scores_gemma":[0.99158084,0.006842441,0.0006023276,0.00005142781,0.00042040838,0.0005025522],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.010479659,0.00010145688,0.00020077483,0.00050519314,0.0024424694,0.00026585697,0.000504123,0.0000890916,0.00069635455],"category_scores_gemma":[0.009196603,0.00010967825,0.000047148424,0.00027143804,0.0012791108,0.0008239915,0.000234591,0.0009724789,0.0000032231535],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002025195,0.0016241182,0.9138314,0.0000053763015,0.0000467119,0.00002289418,0.07491729,0.0000011141572,0.0000016295508,0.00032477506,0.00021328738,0.008808899],"study_design_scores_gemma":[0.0011183275,0.0004885615,0.9121255,0.0000026300918,0.0000024939814,0.000015836666,0.074157394,0.0000032624876,1.5856637e-7,0.00042995377,0.011586899,0.00006893726],"about_ca_topic_score_codex":0.0018948867,"about_ca_topic_score_gemma":0.00036714305,"teacher_disagreement_score":0.015944654,"about_ca_system_score_codex":0.002218209,"about_ca_system_score_gemma":0.002231781,"threshold_uncertainty_score":0.9991494},"labels":[],"label_agreement":null},{"id":"W4307772805","doi":"10.2196/39946","title":"A Fork in the Road for Emergency Medicine and Critical Care Blogs and Podcasts: Cross-sectional Study","year":2022,"lang":"en","type":"article","venue":"JMIR Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Cross-sectional study; Fork (system call); Medicine; Medical emergency; Engineering","score_opus":0.11354831513613683,"score_gpt":0.5413080567731524,"score_spread":0.4277597416370156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307772805","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94216645,0.0011906831,0.0000045343713,0.04451502,0.008893025,0.0026212044,0.0000044679095,0.000017920669,0.00058670714],"genre_scores_gemma":[0.98510957,0.00006431958,0.00003202432,0.0008111573,0.0027622576,0.011145361,0.000024318135,0.000007436446,0.00004358681],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99756783,0.0006167918,0.00035955355,0.00026332535,0.00095021434,0.00024229586],"domain_scores_gemma":[0.9976124,0.0018089314,0.00007176204,0.00010617443,0.00018500265,0.00021570548],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0028646654,0.00007520307,0.00011615914,0.00010298451,0.0012317272,0.00002449518,0.00019673743,0.0000886655,0.0010736553],"category_scores_gemma":[0.01797252,0.00006307605,0.000020150872,0.000436278,0.00040975228,0.00010330456,0.00003918239,0.00030921015,9.4847155e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019037672,0.000422344,0.6851778,0.000054147367,0.0000023574325,2.6017273e-7,0.29157016,5.8022376e-8,3.2041098e-7,0.0069359117,0.0020653899,0.013752226],"study_design_scores_gemma":[0.00027445503,0.00021926042,0.6874122,0.0000083987225,0.000007883931,0.0000022436282,0.28556094,0.000008130233,2.1918623e-8,0.0028714256,0.023585798,0.00004923167],"about_ca_topic_score_codex":0.0073181167,"about_ca_topic_score_gemma":0.003050927,"teacher_disagreement_score":0.04370386,"about_ca_system_score_codex":0.000257326,"about_ca_system_score_gemma":0.0015232207,"threshold_uncertainty_score":0.9998395},"labels":[],"label_agreement":null},{"id":"W4307965814","doi":"10.2196/40764","title":"Analyzing Public Conversations About Heart Disease and Heart Health on Facebook From 2016 to 2021: Retrospective Observational Study Applying Latent Dirichlet Allocation Topic Modeling","year":2022,"lang":"en","type":"article","venue":"JMIR Cardio","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Nursing Research; University of California, San Francisco","keywords":"Public health; Latent Dirichlet allocation; Health promotion; Pandemic; Thematic analysis; Heart disease; Medicine; Disease; Psychology; Topic model; Coronavirus disease 2019 (COVID-19); Nursing; Sociology; Internal medicine; Qualitative research; Infectious disease (medical specialty); Social science; Computer science","score_opus":0.18007710599129967,"score_gpt":0.4066417923968722,"score_spread":0.22656468640557254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307965814","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93424225,0.00033519234,0.00046312963,0.055213727,0.0018179631,0.0075797522,0.000081940314,0.00008209776,0.00018397608],"genre_scores_gemma":[0.9856898,0.000036299072,0.00020346715,0.0018630766,0.0009803924,0.011041962,0.00009206919,0.000016474962,0.0000764429],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971161,0.0008833565,0.00033161743,0.00047662016,0.0008273561,0.00036493424],"domain_scores_gemma":[0.99853605,0.00046985317,0.00010772433,0.00024481703,0.00020280549,0.00043875005],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0013783455,0.00012467754,0.00027148737,0.0001722786,0.0020727057,0.0001274552,0.0001387127,0.000037518355,0.00015547633],"category_scores_gemma":[0.0007362251,0.00015092305,0.00006950668,0.00058529805,0.00004498726,0.00023587163,0.00008500955,0.00025429807,0.00002863715],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027335767,0.00017045559,0.9420685,0.000009575519,0.000047058977,6.7920274e-7,0.047786593,0.0027895544,0.0000133922,0.0015442193,0.0034109475,0.0021316467],"study_design_scores_gemma":[0.00028754037,0.00010970447,0.9568297,0.000022710823,0.000021051828,8.634601e-8,0.01509724,0.001265993,3.473627e-7,0.0006279531,0.0255726,0.00016505834],"about_ca_topic_score_codex":0.0112534305,"about_ca_topic_score_gemma":0.0006004096,"teacher_disagreement_score":0.05335065,"about_ca_system_score_codex":0.002003055,"about_ca_system_score_gemma":0.0013786461,"threshold_uncertainty_score":0.99922645},"labels":[],"label_agreement":null},{"id":"W4308052525","doi":"10.2196/38862","title":"The Use of 2 e-Learning Modalities for Diabetes Education Using Facebook in 2 Cities of Argentina During the COVID-19 Pandemic: Qualitative Study","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"World Diabetes Foundation","keywords":"Modalities; Context (archaeology); Pandemic; Social media; Asynchronous communication; Modality (human–computer interaction); Qualitative research; Medical education; Health care; Coronavirus disease 2019 (COVID-19); Psychology; Medicine; Computer science; Sociology; World Wide Web; Political science; Geography; Artificial intelligence; Disease; Social science","score_opus":0.5347084488906607,"score_gpt":0.5918934063207878,"score_spread":0.05718495743012708,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308052525","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99217594,0.00013427323,0.000012272164,0.0014131903,0.00044418633,0.005680685,0.000027032858,0.000012654093,0.000099745266],"genre_scores_gemma":[0.9875502,0.000057799327,0.000030623585,0.00002219155,0.00008409563,0.011943763,0.000005721117,0.000009674509,0.0002959467],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98880726,0.009031712,0.00048153003,0.00013437583,0.0010714941,0.00047361865],"domain_scores_gemma":[0.97520816,0.023672603,0.00035216156,0.00014252629,0.00055025524,0.00007426599],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.013361004,0.00007301008,0.0001752112,0.0002845742,0.003798935,0.00006654355,0.00036160994,0.00003487277,0.00004994388],"category_scores_gemma":[0.0106214,0.00005558556,0.000051408882,0.00088502554,0.0008979636,0.0003604322,0.00016869565,0.00048091292,5.9746293e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000058951282,0.00014793898,0.107565016,0.00016478512,0.000015933834,2.2350306e-8,0.8874638,0.00025260553,0.000050498093,0.0034217325,0.00012084208,0.0007378783],"study_design_scores_gemma":[0.00022638825,0.00016805538,0.014451514,0.000020974994,0.0000031541385,8.330424e-8,0.9661522,0.00023536774,0.000040790623,0.0026201287,0.01602656,0.0000548163],"about_ca_topic_score_codex":0.00875135,"about_ca_topic_score_gemma":0.0015150931,"teacher_disagreement_score":0.0931135,"about_ca_system_score_codex":0.0013700934,"about_ca_system_score_gemma":0.002369664,"threshold_uncertainty_score":0.99784946},"labels":[],"label_agreement":null},{"id":"W4308372416","doi":"10.1097/der.0000000000000903","title":"Patch Testing from the Patient Perspective: An Internet-Based Survey","year":2022,"lang":"en","type":"letter","venue":"Dermatitis","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; The Internet; Contact dermatitis; Family medicine; Library science; Dermatology; World Wide Web; Allergy","score_opus":0.13489028583413115,"score_gpt":0.3719749952895996,"score_spread":0.23708470945546845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308372416","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.043835305,0.00030314169,0.000025851858,0.93843484,0.011982212,0.0015249029,0.00067295105,0.000173068,0.0030477329],"genre_scores_gemma":[0.08623001,0.00002135909,0.00045752907,0.8993766,0.009927686,0.001700864,0.0021532609,0.00006669778,0.00006599533],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9930933,0.004677238,0.00035979113,0.0004003687,0.0010047914,0.0004644757],"domain_scores_gemma":[0.9835959,0.015101289,0.0004001642,0.0004024187,0.00039994362,0.00010025184],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00092797395,0.00019602016,0.0002449404,0.00006719459,0.0010153011,0.00022035153,0.0007337349,0.00035573257,0.003251218],"category_scores_gemma":[0.0110019855,0.00018828781,0.00006930591,0.0005373824,0.00026182804,0.00014768504,0.00006815293,0.0015442437,0.000079391495],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[8.1750073e-7,0.000021825716,0.053782854,0.0000101930955,0.000011112174,0.000018767027,0.07354033,0.0000011933354,3.025476e-8,0.000021119768,0.8656816,0.0069101593],"study_design_scores_gemma":[0.000060014834,0.000047519065,0.15331651,0.000042773092,0.000016588287,4.139552e-7,0.008587468,0.00005183419,0.0000019278125,0.00038969427,0.83728015,0.00020508718],"about_ca_topic_score_codex":0.8093296,"about_ca_topic_score_gemma":0.08780482,"teacher_disagreement_score":0.72152483,"about_ca_system_score_codex":0.0014015934,"about_ca_system_score_gemma":0.0014178219,"threshold_uncertainty_score":0.9976599},"labels":[],"label_agreement":null},{"id":"W4308515326","doi":"10.3390/curroncol29110669","title":"#COVID19 and #Breastcancer: A Qualitative Analysis of Tweets","year":2022,"lang":"en","type":"review","venue":"Current Oncology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University Health Network; University of Toronto","funders":"","keywords":"Thematic analysis; Social media; Knowledge translation; Health care; Promotion (chess); Internet privacy; Best practice; Medicine; Public relations; World Wide Web; Data science; Qualitative research; Medical education; Knowledge management; Computer science; Political science; Sociology","score_opus":0.7331032317570791,"score_gpt":0.7047459836699382,"score_spread":0.028357248087140907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308515326","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00010438986,0.9884572,0.0000050256253,0.00027001183,0.008112901,0.001399337,0.00012706201,0.000023121187,0.0015009514],"genre_scores_gemma":[0.000023310618,0.9966385,0.000046118934,0.000014220333,0.0006113712,0.0024608835,0.00017600713,0.000013314205,0.000016298549],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99330443,0.0049114753,0.00069507054,0.00037568898,0.00039226894,0.00032104258],"domain_scores_gemma":[0.98519236,0.013275317,0.0010565771,0.00018016243,0.00011217088,0.00018343586],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0025973232,0.00017707898,0.0019795205,0.0006795932,0.0003050401,0.000009970796,0.00030410668,0.00026407285,0.001138624],"category_scores_gemma":[0.0041295746,0.00017893908,0.00035175294,0.002626468,0.00057138567,0.00004947098,0.000094448566,0.00047011898,0.0000071440836],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000022798235,0.00009994424,0.00016616167,0.0022331788,0.00031884978,3.42774e-7,0.109149575,5.5156068e-8,9.133334e-10,0.0020676723,0.00035365598,0.88560826],"study_design_scores_gemma":[0.000062038955,0.00006736997,0.00008717076,0.00034680378,0.0038820787,2.818146e-7,0.015375064,7.225265e-7,1.5949743e-9,0.00013668521,0.97990775,0.00013401498],"about_ca_topic_score_codex":0.0032175463,"about_ca_topic_score_gemma":0.002335434,"teacher_disagreement_score":0.9795541,"about_ca_system_score_codex":0.0018314413,"about_ca_system_score_gemma":0.0048522796,"threshold_uncertainty_score":0.99977446},"labels":[],"label_agreement":null},{"id":"W4308615830","doi":"10.32920/14753841.v1","title":"The True Cost of Eating Meat: Direct and Indirect Health Externalities","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre de Santé et de Services Sociaux de la Montagne; Ministère de la Santé et des Services Sociaux (Québec); Université du Québec à Montréal; Toronto Metropolitan University","funders":"","keywords":"Externality; Salient; Quality of life (healthcare); Prostate cancer; Representation (politics); Psychology; Disease; Social psychology; Cancer; Medicine; Economics; Political science; Microeconomics; Psychotherapist; Computer science; Artificial intelligence","score_opus":0.1698269262027607,"score_gpt":0.4482056365935799,"score_spread":0.27837871039081924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308615830","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7413608,0.020997576,0.000032981774,0.030086132,0.0287801,0.008325813,0.00011460962,0.00029347008,0.17000854],"genre_scores_gemma":[0.9745069,0.016702175,0.0008228705,0.00051439885,0.001787479,0.0029832555,0.000023745386,0.000034338314,0.0026248419],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99664116,0.0015843543,0.00047788286,0.00027477552,0.00064777484,0.00037406693],"domain_scores_gemma":[0.9925417,0.00636174,0.0005986015,0.00025023715,0.000091676666,0.00015606168],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0040988396,0.0001252018,0.00035268933,0.0000737607,0.0018133397,0.000103733466,0.00037527888,0.000121840545,0.00027817275],"category_scores_gemma":[0.0042011407,0.00010530878,0.0000635415,0.0002048665,0.00042615857,0.000047596135,0.0003010202,0.00045885137,0.0000011424952],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018253095,0.00004853708,0.21253602,0.00052895205,0.00005775927,4.2844042e-7,0.48337328,0.000015187982,0.0000014059497,0.029563418,0.002034318,0.27182242],"study_design_scores_gemma":[0.00023940866,0.00012496284,0.23498382,0.00054880534,0.00003913827,6.609166e-7,0.28258163,0.000039160263,0.000056792334,0.014393212,0.4665029,0.00048952055],"about_ca_topic_score_codex":0.17986761,"about_ca_topic_score_gemma":0.03281243,"teacher_disagreement_score":0.46446857,"about_ca_system_score_codex":0.0005061231,"about_ca_system_score_gemma":0.0024994467,"threshold_uncertainty_score":0.99948615},"labels":[],"label_agreement":null},{"id":"W4308615920","doi":"10.32920/14753841","title":"The True Cost of Eating Meat: Direct and Indirect Health Externalities","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre de Santé et de Services Sociaux de la Montagne; Ministère de la Santé et des Services Sociaux (Québec); Université du Québec à Montréal; Toronto Metropolitan University","funders":"","keywords":"Externality; Salient; Quality of life (healthcare); Prostate cancer; Representation (politics); Psychology; Social psychology; Cancer; Economics; Medicine; Gerontology; Political science; Microeconomics; Psychotherapist","score_opus":0.1698269262027607,"score_gpt":0.4482056365935799,"score_spread":0.27837871039081924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308615920","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7413608,0.020997576,0.000032981774,0.030086132,0.0287801,0.008325813,0.00011460962,0.00029347008,0.17000854],"genre_scores_gemma":[0.9745069,0.016702175,0.0008228705,0.00051439885,0.001787479,0.0029832555,0.000023745386,0.000034338314,0.0026248419],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99664116,0.0015843543,0.00047788286,0.00027477552,0.00064777484,0.00037406693],"domain_scores_gemma":[0.9925417,0.00636174,0.0005986015,0.00025023715,0.000091676666,0.00015606168],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0040988396,0.0001252018,0.00035268933,0.0000737607,0.0018133397,0.000103733466,0.00037527888,0.000121840545,0.00027817275],"category_scores_gemma":[0.0042011407,0.00010530878,0.0000635415,0.0002048665,0.00042615857,0.000047596135,0.0003010202,0.00045885137,0.0000011424952],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018253095,0.00004853708,0.21253602,0.00052895205,0.00005775927,4.2844042e-7,0.48337328,0.000015187982,0.0000014059497,0.029563418,0.002034318,0.27182242],"study_design_scores_gemma":[0.00023940866,0.00012496284,0.23498382,0.00054880534,0.00003913827,6.609166e-7,0.28258163,0.000039160263,0.000056792334,0.014393212,0.4665029,0.00048952055],"about_ca_topic_score_codex":0.17986761,"about_ca_topic_score_gemma":0.03281243,"teacher_disagreement_score":0.46446857,"about_ca_system_score_codex":0.0005061231,"about_ca_system_score_gemma":0.0024994467,"threshold_uncertainty_score":0.99948615},"labels":[],"label_agreement":null},{"id":"W4309066299","doi":"10.34197/ats-scholar.2022-0054oc","title":"Content Analysis of Idiopathic Pulmonary Fibrosis-Related Information on Twitter","year":2022,"lang":"en","type":"article","venue":"ATS Scholar","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; University of Calgary; University of Saskatchewan; University of Toronto","funders":"","keywords":"Social media; Medicine; Logistic regression; Descriptive statistics; Odds; Computer science; World Wide Web; Internal medicine; Statistics","score_opus":0.11667332090063076,"score_gpt":0.3604722557171747,"score_spread":0.24379893481654397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309066299","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.991757,0.00017080278,0.000004771004,0.0030632394,0.0018170223,0.00049638486,0.000012994708,0.000043559703,0.0026342266],"genre_scores_gemma":[0.9988094,0.000034698453,0.000042394113,0.00063705567,0.0000845188,0.0002825845,0.000056923185,0.0000047297913,0.000047684174],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979194,0.0006514283,0.00039210104,0.00011429775,0.0007234782,0.0001992958],"domain_scores_gemma":[0.9989516,0.0003324051,0.0002872827,0.00017695678,0.0001586053,0.00009313925],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022624389,0.00006318582,0.00018006723,0.0003580671,0.00089831906,0.00003298309,0.00020866822,0.000074135205,0.00058058224],"category_scores_gemma":[0.0018689727,0.00007008136,0.000105418316,0.0018960309,0.00007513269,0.00051516143,0.000039452232,0.00040531877,0.000059445483],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017013105,0.00048725208,0.587951,0.00007037815,0.00051153806,0.0000043625982,0.32715166,0.0012986067,0.001369361,0.016237319,0.0011086136,0.063639775],"study_design_scores_gemma":[0.00017409747,0.00012482016,0.9196665,0.000020717247,0.00022734447,2.9596546e-7,0.02970634,0.00027318325,0.00009224726,0.00039429922,0.049180854,0.0001392778],"about_ca_topic_score_codex":0.0032226357,"about_ca_topic_score_gemma":0.000046220255,"teacher_disagreement_score":0.33171552,"about_ca_system_score_codex":0.00038420848,"about_ca_system_score_gemma":0.00024016041,"threshold_uncertainty_score":0.69092345},"labels":[],"label_agreement":null},{"id":"W4309124418","doi":"10.17504/protocols.io.5jyl8jj4rg2w/v1","title":"Conflict of interest and funding in health communication on social media: a systematic review v1","year":2022,"lang":"en","type":"review","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Social media; Conflict of interest; MEDLINE; Abstraction; Subject (documents); Systematic review; Computer science; Quality (philosophy); Psychology; Data science; Public relations; Internet privacy; Political science; World Wide Web","score_opus":0.7442140615211862,"score_gpt":0.5736990950321788,"score_spread":0.17051496648900744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309124418","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00000357283,0.98816425,3.1372576e-7,0.0025582649,0.0009154417,0.007144856,0.000012020879,0.000029191888,0.0011720724],"genre_scores_gemma":[0.000035793506,0.9956715,0.000033786608,0.00040057994,0.00015786174,0.0035839302,0.00007134095,0.00002261754,0.00002257495],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.99083775,0.006494133,0.001693188,0.00024465699,0.000415695,0.00031457312],"domain_scores_gemma":[0.98199993,0.01564889,0.0018411033,0.00031726543,0.000052116415,0.00014070439],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.008587455,0.00019335716,0.0025704827,0.00029274932,0.00047150586,0.00002457717,0.0005188729,0.00019142941,0.0002896862],"category_scores_gemma":[0.014407756,0.0001765727,0.00015946142,0.00096246693,0.00021307035,0.00006829537,0.00010025908,0.00061386946,0.000010962287],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[5.003596e-7,0.000034613946,0.0000019280762,0.7973822,0.000012941704,1.5116386e-7,0.019437015,1.3168042e-9,3.1359304e-10,0.022555579,0.00040547593,0.1601696],"study_design_scores_gemma":[0.000037916347,0.000016482138,0.0000040955106,0.42704865,0.00011404517,5.7735326e-7,0.005210048,9.0671676e-8,1.3164568e-9,0.00006212811,0.56740856,0.00009740626],"about_ca_topic_score_codex":0.004813729,"about_ca_topic_score_gemma":0.0075419378,"teacher_disagreement_score":0.5670031,"about_ca_system_score_codex":0.001578256,"about_ca_system_score_gemma":0.0017234812,"threshold_uncertainty_score":0.9938943},"labels":[],"label_agreement":null},{"id":"W4309190187","doi":"10.1097/paf.0000000000000805","title":"The Scalpel Is Passed","year":2022,"lang":"en","type":"article","venue":"American Journal of Forensic Medicine & Pathology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Office of the Chief Medical Examiner","funders":"","keywords":"Medical examiner; Web site; Library science; World Wide Web; Engineering; Medicine; Computer science; Poison control; Medical emergency; The Internet; Suicide prevention","score_opus":0.05158092862021757,"score_gpt":0.3914309375520394,"score_spread":0.3398500089318218,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309190187","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7538799,0.00094766705,0.0000765385,0.23016635,0.012228201,0.00027331343,0.0000017072134,0.000013389732,0.002412912],"genre_scores_gemma":[0.98896796,0.0006143057,0.0004974707,0.0068201036,0.0029282505,0.0000663112,9.812089e-7,0.000012098194,0.000092508526],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99669015,0.0014293327,0.0005525998,0.00012073717,0.0008146339,0.0003925484],"domain_scores_gemma":[0.99461144,0.0036281957,0.0010317921,0.0001807313,0.00031969443,0.00022816968],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0042458493,0.0000844376,0.000353164,0.00013342866,0.0012958822,0.000007949599,0.0004647329,0.000027274657,0.00037919774],"category_scores_gemma":[0.005031873,0.000058535363,0.00007776416,0.00073648366,0.0031758887,0.000050350674,0.00004175968,0.00053065445,0.0000061307724],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009079691,0.000039153,0.019893914,0.0000024972264,0.000024551691,0.0000748427,0.11778683,0.0000026691387,0.00006394922,0.006362974,0.052822754,0.80283505],"study_design_scores_gemma":[0.0005927003,0.0028547514,0.050490655,0.000020719468,0.0000672802,0.0003092059,0.23344113,0.0000058120654,0.0000134667835,0.007584693,0.7045061,0.000113509144],"about_ca_topic_score_codex":0.0015492466,"about_ca_topic_score_gemma":0.00018347504,"teacher_disagreement_score":0.80272156,"about_ca_system_score_codex":0.00028709555,"about_ca_system_score_gemma":0.00089938764,"threshold_uncertainty_score":0.9995369},"labels":[],"label_agreement":null},{"id":"W4309472377","doi":"10.1016/j.kint.2022.09.019","title":"User-generated social media content in knowledge dissemination","year":2022,"lang":"en","type":"letter","venue":"Kidney International","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Social media; Scopus; Journal club; Table of contents; Knowledge translation; Library science; Medicine; Medical education; Public relations; MEDLINE; World Wide Web; Political science; Computer science; Knowledge management","score_opus":0.14225826352790574,"score_gpt":0.41115696377465816,"score_spread":0.26889870024675244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309472377","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0031359426,0.00009399347,0.000003852117,0.91434014,0.05472468,0.0008706543,0.0004250282,0.00010633205,0.026299383],"genre_scores_gemma":[0.029212324,0.00055567705,0.00035147072,0.74428576,0.1587686,0.007359432,0.02847877,0.0002211272,0.03076682],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961747,0.00086809904,0.0005891352,0.0004662966,0.0013880562,0.00051373383],"domain_scores_gemma":[0.996047,0.0027588534,0.0003814789,0.0001339928,0.00049896474,0.00017970116],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011190716,0.00023096363,0.00030650542,0.0005626786,0.0005403613,0.00013239596,0.00085269485,0.0007327751,0.010018835],"category_scores_gemma":[0.015077418,0.00028873252,0.00012798862,0.00056700053,0.00022305781,0.00018136155,0.00010604285,0.0016902994,0.00016436426],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010215298,0.00008856327,0.00097041915,0.000023228467,0.000029662351,0.00001987063,0.05676222,1.758556e-7,0.0000076006863,0.002599867,0.93613595,0.0033522446],"study_design_scores_gemma":[0.00026326955,0.000009484582,0.0047596935,0.000064006614,0.000016957645,7.448612e-7,0.002804465,0.000013229483,0.000008427819,0.00033473448,0.9914641,0.00026089617],"about_ca_topic_score_codex":0.003999931,"about_ca_topic_score_gemma":0.0028043026,"teacher_disagreement_score":0.17005435,"about_ca_system_score_codex":0.003617333,"about_ca_system_score_gemma":0.0023237553,"threshold_uncertainty_score":0.9999565},"labels":[],"label_agreement":null},{"id":"W4309646486","doi":"10.2196/preprints.44405","title":"Rapid Web-Based Recruitment of Patients With Psoriasis: Multinational Cohort Study (Preprint)","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Psoriasis; Observational study; Population; Family medicine; Inclusion (mineral); Demography; Psychology; Internal medicine; Environmental health; Dermatology","score_opus":0.11969174246272786,"score_gpt":0.3993060675104837,"score_spread":0.27961432504775585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309646486","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9601183,0.00003559952,0.000021906488,0.0009321946,0.00734245,0.024691153,0.000066456676,0.00013847616,0.0066534425],"genre_scores_gemma":[0.9666292,0.000047448477,0.0021084587,0.00009818946,0.00036118465,0.030368067,0.00025264727,0.00002870861,0.00010607604],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99459606,0.001455174,0.00066438067,0.00069037196,0.0022641155,0.0003298861],"domain_scores_gemma":[0.9954487,0.0021773654,0.00077217957,0.00056359154,0.00085843896,0.00017972787],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0030717433,0.00022609145,0.00044331956,0.00023713082,0.0005038298,0.00003973737,0.0005988162,0.00018624667,0.00571581],"category_scores_gemma":[0.003124394,0.00022303735,0.00009806142,0.0004212831,0.00019687152,0.00006726731,0.00030590713,0.000516877,0.000012671294],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007745882,0.0023940913,0.9678328,0.00007499811,0.00009220207,3.316583e-7,0.019488694,0.00024076959,1.1886056e-7,0.0004924195,0.00022220422,0.00908393],"study_design_scores_gemma":[0.0011546664,0.00026085932,0.9739251,0.00004222038,0.00007841291,4.326212e-9,0.011915849,0.000029425848,0.00000610651,0.00013019133,0.0122341635,0.00022299579],"about_ca_topic_score_codex":0.01209595,"about_ca_topic_score_gemma":0.004041565,"teacher_disagreement_score":0.012011959,"about_ca_system_score_codex":0.0015758862,"about_ca_system_score_gemma":0.005184789,"threshold_uncertainty_score":0.9951931},"labels":[],"label_agreement":null},{"id":"W4310054449","doi":"10.1111/anae.15919","title":"How to engage in social media to get your work published","year":2022,"lang":"en","type":"editorial","venue":"Anaesthesia","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Anesthesiology; Medicine; Pain medicine; Library science; Family medicine; Anesthesia","score_opus":0.07318554841695102,"score_gpt":0.3687306367311872,"score_spread":0.2955450883142362,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4310054449","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013938085,0.00016699277,0.0000023547882,0.078710586,0.90306586,0.0021700624,0.000048609192,0.00016676178,0.0017306778],"genre_scores_gemma":[0.006201591,0.00016173306,0.00056822406,0.00078880094,0.9866533,0.004378102,0.00028793278,0.00010952995,0.0008507388],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99297905,0.0018469387,0.0005075325,0.0008523459,0.0026521324,0.0011620049],"domain_scores_gemma":[0.99262875,0.005491006,0.0003239702,0.00044613186,0.00036609,0.0007440654],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0048407433,0.00035175896,0.0006990093,0.0007557793,0.0013418456,0.00064619863,0.0015015602,0.0011919657,0.0005428867],"category_scores_gemma":[0.077348694,0.00043721707,0.00014909403,0.0035140342,0.000131446,0.0003670453,0.00017623343,0.0020427848,0.00013234],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003044785,0.000051225918,0.001082447,0.00001559064,0.000005869866,0.000015972171,0.14886306,5.90737e-7,1.370945e-7,0.00059314223,0.823736,0.025605503],"study_design_scores_gemma":[0.00016002654,0.000060536586,0.005825201,0.000039863357,0.00001681445,2.986032e-8,0.020835936,5.0250264e-8,2.743079e-7,0.00057781825,0.9720684,0.00041499568],"about_ca_topic_score_codex":0.010924312,"about_ca_topic_score_gemma":0.02490148,"teacher_disagreement_score":0.14833243,"about_ca_system_score_codex":0.00271817,"about_ca_system_score_gemma":0.004165415,"threshold_uncertainty_score":0.9999583},"labels":[],"label_agreement":null},{"id":"W4310705207","doi":"10.2196/37609","title":"Using Social Media to Engage Justice-Involved Young Adults in Digital Health Interventions for Substance Use: Pilot Feasibility Survey Study","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Drug Abuse; National Institute of Mental Health; University of California, San Francisco; National Institutes of Health","keywords":"Psychological intervention; Economic Justice; Population; Social media; Young adult; Prison; Psychology; Medicine; Gerontology; Psychiatry; Environmental health; Political science; Criminology","score_opus":0.6856429662514745,"score_gpt":0.6059782562535202,"score_spread":0.07966470999795427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4310705207","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98480326,0.00006163001,0.00017297603,0.0009850574,0.0024419813,0.010760561,0.0006693285,0.00004792222,0.000057303616],"genre_scores_gemma":[0.9926428,0.0000099420195,0.00014620912,0.000030542105,0.0003137102,0.006684792,0.00012961385,0.000023324072,0.000019039104],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.98915756,0.0066772075,0.00077935617,0.0004379838,0.0018048031,0.0011431025],"domain_scores_gemma":[0.985384,0.012740941,0.00023938545,0.00022177282,0.0010541995,0.0003597377],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.023442604,0.00013517762,0.00036549263,0.0005333639,0.00498855,0.0002536675,0.00054831547,0.000053105032,0.000065183805],"category_scores_gemma":[0.021740291,0.00015982399,0.000091051545,0.002978108,0.00027798052,0.0010847407,0.00022671364,0.0009882349,0.00001043164],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005544398,0.002127541,0.24241202,0.0002927967,0.0000075424614,7.930606e-7,0.75074434,0.0000064851392,0.0000011635232,0.0005999357,0.000978943,0.0022740103],"study_design_scores_gemma":[0.0007408826,0.00073929003,0.6187738,0.00006938078,0.0000021885194,7.015622e-8,0.37899515,0.00006345742,4.719902e-7,0.00039144704,0.00011978107,0.00010404574],"about_ca_topic_score_codex":0.029452763,"about_ca_topic_score_gemma":0.366876,"teacher_disagreement_score":0.37636182,"about_ca_system_score_codex":0.0057388647,"about_ca_system_score_gemma":0.0019071384,"threshold_uncertainty_score":0.9980779},"labels":[],"label_agreement":null},{"id":"W4310711266","doi":"10.2196/40905","title":"Cochrane Skin Group’s Global Social Media Reach: Content Analysis of Facebook, Instagram, and Twitter Posts","year":2022,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Social media; Demographics; Social media analytics; Psychology; Medicine; Sociology; World Wide Web; Demography; Computer science","score_opus":0.146202126675722,"score_gpt":0.4160961411198914,"score_spread":0.2698940144441694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4310711266","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9849751,0.00024167246,0.000011275943,0.010121017,0.0016888204,0.0010002004,0.000057503315,0.000047426936,0.0018569801],"genre_scores_gemma":[0.99758506,0.00005193856,0.0000641716,0.00079664093,0.00016738793,0.0012362631,0.0000747723,0.000007416688,0.000016372607],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974013,0.0009825145,0.00045910248,0.00025407117,0.0005134277,0.00038956027],"domain_scores_gemma":[0.99835396,0.00094752974,0.00031364133,0.00012332948,0.00011940623,0.00014212617],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005063231,0.000110760935,0.0004977183,0.0002167823,0.0006386502,0.000016796454,0.00023181127,0.0001603191,0.000525861],"category_scores_gemma":[0.00060150644,0.00012677479,0.000113662085,0.0010968455,0.0005934632,0.00006966014,0.00010411104,0.00019939385,0.000008293697],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015473131,0.00030996487,0.5353691,0.00009542344,0.00048773488,0.000034980643,0.37926832,0.000002207427,0.00011244901,0.057627648,0.0058143022,0.02072315],"study_design_scores_gemma":[0.00066504924,0.00003677032,0.8916413,0.000004934115,0.00028519932,0.000017338905,0.06162672,0.000034986348,0.000014168618,0.0010513013,0.044423692,0.00019850464],"about_ca_topic_score_codex":0.007503735,"about_ca_topic_score_gemma":0.010198152,"teacher_disagreement_score":0.35627225,"about_ca_system_score_codex":0.00043037705,"about_ca_system_score_gemma":0.0002957221,"threshold_uncertainty_score":0.9991054},"labels":[],"label_agreement":null},{"id":"W4310947449","doi":"10.2196/42245","title":"How TikTok Is Being Used to Help Individuals Cope With Breast Cancer: Cross-sectional Content Analysis","year":2022,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Breast cancer; Content analysis; Coping (psychology); Breast cancer awareness; Social support; Cross-sectional study; Popularity; Medicine; Social media; Cancer; Psychology; Family medicine; Clinical psychology; Social psychology; Internal medicine; Pathology; Computer science; World Wide Web","score_opus":0.15581256078574032,"score_gpt":0.44018487207674634,"score_spread":0.28437231129100604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4310947449","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9513803,0.00018583749,0.000017699329,0.043204285,0.0027132172,0.0015770008,0.00057619065,0.00007140681,0.00027405555],"genre_scores_gemma":[0.9791086,0.000047763027,0.00006292632,0.0023357663,0.0016699526,0.0147344945,0.000023506138,0.000021074635,0.001995934],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99733174,0.0002303146,0.00022674951,0.00042843667,0.0012687905,0.0005139488],"domain_scores_gemma":[0.99863976,0.00028646947,0.00022565247,0.00017990216,0.0003662752,0.00030194127],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006370031,0.00013349357,0.00026283582,0.00024437823,0.00161292,0.00026906654,0.00032311855,0.00007435389,0.004871185],"category_scores_gemma":[0.0001022054,0.00013492708,0.00010206393,0.0024833926,0.00016488136,0.00025492252,0.0000696303,0.0002473008,0.0000105300305],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003944885,0.00004541883,0.9450951,0.000010945176,0.00019034196,8.0476497e-7,0.048235863,0.00024492852,0.000024286179,0.0002637368,0.0024134067,0.0034357114],"study_design_scores_gemma":[0.0002538458,0.00003914776,0.8791301,0.000010206973,0.00007544281,4.98064e-7,0.0075401473,0.000009829859,0.000030425925,0.000033430908,0.112704694,0.00017221173],"about_ca_topic_score_codex":0.07576221,"about_ca_topic_score_gemma":0.040078025,"teacher_disagreement_score":0.11029129,"about_ca_system_score_codex":0.0024991396,"about_ca_system_score_gemma":0.0016854712,"threshold_uncertainty_score":0.99968684},"labels":[],"label_agreement":null},{"id":"W4311154107","doi":"10.1186/s40814-022-01207-9","title":"Investigating the feasibility and acceptability of using Instagram to engage post-graduate students in a mass communication social media-based health intervention, #WeeStepsToHealth","year":2022,"lang":"en","type":"article","venue":"Pilot and Feasibility Studies","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Medical Research Council; Queen's University; Queen's University Belfast; Department for the Economy","keywords":"Mass media; Intervention (counseling); Social media; Psychology; Health communication; Medical education; Sociology; Applied psychology; Social psychology; Public relations; Advertising; Medicine; Computer science; Political science; Business; Communication; World Wide Web","score_opus":0.638095931879103,"score_gpt":0.546469309926796,"score_spread":0.09162662195230697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311154107","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.974119,0.0022254265,0.000012224659,0.019014522,0.00057346816,0.003956173,0.000049796465,0.00003675534,0.00001265385],"genre_scores_gemma":[0.9973649,0.00020110849,0.001135527,0.0005872301,0.00006934131,0.00061840063,0.000012502985,0.000010282104,7.292271e-7],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99084586,0.0066597667,0.00087155326,0.00043475543,0.0007878062,0.0004002811],"domain_scores_gemma":[0.9940868,0.0044460287,0.0005133442,0.0003432391,0.00042303186,0.00018757053],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.018162914,0.00015604534,0.00048151222,0.00012550152,0.0030923544,0.000048056383,0.00037452864,0.000039459057,0.000011302316],"category_scores_gemma":[0.015620056,0.00014659134,0.00005479537,0.0008359871,0.0012505869,0.00016052986,0.00042554556,0.00051721104,1.8619646e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006328782,0.00035930282,0.71669346,0.00026590755,0.000010421368,4.5517684e-8,0.27467793,0.000006313337,0.000008115612,0.00023690786,0.000009447204,0.0076688817],"study_design_scores_gemma":[0.0005911981,0.0002239078,0.7642742,0.000036863945,0.000010243246,9.382716e-8,0.23061629,0.00002891434,0.0000024734902,0.0040947227,0.00003507244,0.00008603101],"about_ca_topic_score_codex":0.031911887,"about_ca_topic_score_gemma":0.074311204,"teacher_disagreement_score":0.04758076,"about_ca_system_score_codex":0.0017755455,"about_ca_system_score_gemma":0.000691235,"threshold_uncertainty_score":0.9982055},"labels":[],"label_agreement":null},{"id":"W4311257095","doi":"10.1016/j.adro.2022.101136","title":"WeWhoCurie: An Initiative to Advocate for Those Underrepresented in Radiation Oncology","year":2022,"lang":"en","type":"article","venue":"Advances in Radiation Oncology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Radiation oncology; Social media; Transgender; Popularity; Globe; Diversity (politics); Family medicine; Political science; Gender studies; Internal medicine; Radiation therapy; Sociology","score_opus":0.14314673312293288,"score_gpt":0.5390426866228891,"score_spread":0.3958959534999562,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311257095","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7528182,0.0074085314,0.0041136434,0.12930074,0.04798099,0.020793345,0.00016892933,0.00037115964,0.037044443],"genre_scores_gemma":[0.9748798,0.0023893216,0.0025387644,0.0035182005,0.0011940848,0.015208526,0.00020198248,0.000027974802,0.00004133524],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9952514,0.0026973,0.00063051534,0.00048961246,0.00034200502,0.0005891252],"domain_scores_gemma":[0.9930366,0.006006537,0.00042375881,0.0001855893,0.00013427979,0.00021321922],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028419816,0.00013452055,0.0003580863,0.0006075572,0.0006005399,0.000016722044,0.00035235248,0.00020391964,0.00020779988],"category_scores_gemma":[0.0064469306,0.00017973599,0.00004087386,0.001577976,0.00016683996,0.00083435874,0.000056732377,0.00037895844,0.000014687454],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036998265,0.0007714035,0.03491854,0.000015219644,0.0000059488666,0.0000058776163,0.15848653,0.009813996,0.00001478143,0.021234738,0.0005905488,0.7737724],"study_design_scores_gemma":[0.0016277902,0.001395899,0.037421986,0.0000065008644,0.000007574087,9.958829e-7,0.045363218,0.00090139796,0.000022125882,0.014531894,0.89852566,0.00019494361],"about_ca_topic_score_codex":0.0028340153,"about_ca_topic_score_gemma":0.037631985,"teacher_disagreement_score":0.89793515,"about_ca_system_score_codex":0.0068959077,"about_ca_system_score_gemma":0.003075386,"threshold_uncertainty_score":0.9969164},"labels":[],"label_agreement":null},{"id":"W4311500015","doi":"10.2196/40298","title":"Social Media Recruitment Strategies to Recruit Pregnant Women Into a Longitudinal Observational Cohort Study: Usability Study","year":2022,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"Alberta Children's Hospital Foundation; Children's Hospital Foundation","keywords":"Social media; Context (archaeology); Cohort; Advertising; Medicine; Observational study; Usability; Psychology; World Wide Web; Computer science; Business; Geography","score_opus":0.5975596901354361,"score_gpt":0.5883444049415872,"score_spread":0.009215285193848843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311500015","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9624865,0.00010263431,0.000021275644,0.027896294,0.0040249294,0.0051316633,0.0000028877098,0.000020897547,0.0003129011],"genre_scores_gemma":[0.990043,0.000048176775,0.00007794647,0.000100877,0.0032520378,0.0063037323,0.0000030776575,0.00001882552,0.00015231202],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.97244227,0.009439546,0.0013773504,0.00048708476,0.015293709,0.00096004986],"domain_scores_gemma":[0.9879844,0.008363825,0.00040630868,0.000265143,0.0017223138,0.001257977],"candidate_categories":["metaresearch","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.07462587,0.00016149107,0.00057054916,0.00051711337,0.0013454384,0.00027242975,0.0021138927,0.00014785504,0.0070406594],"category_scores_gemma":[0.038418196,0.00014658517,0.00010773669,0.0016896346,0.0006065782,0.00034855647,0.00084469613,0.0025266507,0.000028295759],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00031215037,0.0035180654,0.4627999,0.000018342238,0.00012820782,0.00009672539,0.50404483,0.0000035999442,0.0000025017337,0.0012030266,0.007805904,0.020066729],"study_design_scores_gemma":[0.00058048614,0.0023673796,0.5239191,0.000041544485,0.00001538615,0.0000043354767,0.44220462,0.000009122657,0.0000011885321,0.0025555422,0.028200954,0.00010036769],"about_ca_topic_score_codex":0.01341338,"about_ca_topic_score_gemma":0.016592186,"teacher_disagreement_score":0.061840218,"about_ca_system_score_codex":0.0067303665,"about_ca_system_score_gemma":0.0088134315,"threshold_uncertainty_score":0.9999547},"labels":[],"label_agreement":null},{"id":"W4311525856","doi":"10.1093/ofid/ofac492.169","title":"2362. Adoption and Utilization of Social Media among Adult and Pediatric Infectious Diseases Divisions and Fellowship Programs in the United States and Canada","year":2022,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social media; Medicine; Pandemic; Coronavirus disease 2019 (COVID-19); Family medicine; Infectious disease (medical specialty); Disease; World Wide Web; Internal medicine; Computer science","score_opus":0.0454198132141497,"score_gpt":0.32614513660696387,"score_spread":0.2807253233928142,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311525856","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9956133,0.00064590405,0.0000018992287,0.0012076042,0.00045138254,0.0017790953,0.00013106379,0.00003384256,0.00013591468],"genre_scores_gemma":[0.99644613,0.0019437288,0.0000025183972,0.00021678291,0.00012083985,0.0009991245,0.0002528409,0.000013935898,0.0000040802015],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99802464,0.000734577,0.00026139052,0.000266464,0.00041049192,0.00030242195],"domain_scores_gemma":[0.99768996,0.0016579565,0.00021736609,0.000086641245,0.00013529928,0.0002127507],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00038945072,0.00013445043,0.00020764893,0.0001795983,0.0018905114,0.00022254042,0.00014047128,0.000053959237,0.000022674172],"category_scores_gemma":[0.0018074042,0.00012697092,0.000018514567,0.00086441735,0.00041352646,0.00034487795,0.00020138167,0.00015198642,9.200624e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018277722,0.00017319211,0.9664214,0.00006555427,0.000007885407,0.0000015073404,0.022359366,0.0000072058215,9.471206e-8,0.0026692508,0.00036252016,0.007913717],"study_design_scores_gemma":[0.00052913657,0.000105705294,0.9418025,0.000013851177,0.000093372626,0.0000016761459,0.0526663,0.000082515486,1.0051894e-7,0.0036391653,0.0009273597,0.00013829922],"about_ca_topic_score_codex":0.6972953,"about_ca_topic_score_gemma":0.85182667,"teacher_disagreement_score":0.15453139,"about_ca_system_score_codex":0.00019153736,"about_ca_system_score_gemma":0.0005908426,"threshold_uncertainty_score":0.9994089},"labels":[],"label_agreement":null},{"id":"W4311609625","doi":"10.2196/36755","title":"Sample Bias in Web-Based Patient-Generated Health Data of Dutch Patients With Gastrointestinal Stromal Tumor: Survey Study","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"European Organisation for Research and Treatment of Cancer","keywords":"GiST; Medicine; Population; Social media; Socioeconomic status; Family medicine; Representativeness heuristic; Logistic regression; Internal medicine; Demography; Psychology; Stromal cell; Environmental health; World Wide Web","score_opus":0.410957706863968,"score_gpt":0.5150374143519372,"score_spread":0.10407970748796919,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311609625","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9931773,0.000014309311,0.000013430679,0.00050472736,0.00030653007,0.0044998145,0.0013945077,0.00002620917,0.00006316908],"genre_scores_gemma":[0.9968996,0.0000014958597,0.0003559785,0.000039725805,0.000045006673,0.001532241,0.001105886,0.000017805341,0.0000022479658],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9838346,0.011383615,0.0006453098,0.00037511563,0.0028699613,0.0008913866],"domain_scores_gemma":[0.9918879,0.005919673,0.0004054718,0.0005056738,0.0010104785,0.00027079982],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012727091,0.00012577118,0.0003083321,0.00054075604,0.0012948854,0.000050034738,0.0008610105,0.000020679916,0.000247388],"category_scores_gemma":[0.006789376,0.00012056483,0.000017647131,0.0032037247,0.00036020746,0.0003898103,0.0004014348,0.0007856527,0.0000065495146],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032763925,0.002719596,0.9284107,0.000035383204,0.0000050913545,0.0000014560084,0.06499415,0.00004102256,7.5617163e-7,0.00003691092,0.0012099432,0.0022173545],"study_design_scores_gemma":[0.0013919383,0.004536876,0.9244818,0.00004482797,9.855232e-7,1.8108491e-7,0.06816306,0.0007054376,0.00000237386,0.000014003838,0.00056469033,0.00009384318],"about_ca_topic_score_codex":0.10851873,"about_ca_topic_score_gemma":0.070678934,"teacher_disagreement_score":0.037839785,"about_ca_system_score_codex":0.0014188329,"about_ca_system_score_gemma":0.0064284406,"threshold_uncertainty_score":0.99920416},"labels":[],"label_agreement":null},{"id":"W4311699361","doi":"10.1136/thorax-2022-btsabstracts.320","title":"P186 Facilitators to recruiting COPD patients to an adherence intervention trial","year":2022,"lang":"en","type":"article","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"TD Bank Group","funders":"","keywords":"Intervention (counseling); Medicine; Cluster randomised controlled trial; Clinical trial; Randomized controlled trial; COPD; Patient recruitment; Primary care; Cluster (spacecraft); Family medicine; Physical therapy; Nursing; Internal medicine","score_opus":0.21098952920725733,"score_gpt":0.47358305483796,"score_spread":0.26259352563070265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311699361","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9781365,0.000003949224,0.000083258354,0.0017491684,0.012205119,0.0033749049,0.000013975697,0.00009876971,0.0043343673],"genre_scores_gemma":[0.99391407,7.4414794e-7,0.0006367769,0.00055919273,0.00057390606,0.00377375,0.000017133842,0.000007875078,0.000516564],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99764717,0.0008599182,0.00031250087,0.0002586946,0.00060834514,0.0003133889],"domain_scores_gemma":[0.9988029,0.00047920164,0.000087765104,0.00012918228,0.0001415147,0.00035943714],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016486038,0.000064920045,0.00010673789,0.00010891884,0.0009561897,0.000050122882,0.00027832817,0.0000366535,0.0026373423],"category_scores_gemma":[0.005866371,0.00007752974,0.00004450758,0.0006790897,0.000028660937,0.00018638707,0.000087364235,0.0001217525,0.00015149117],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016135789,0.0005609267,0.05996595,0.000015893647,0.000005788522,2.6378933e-7,0.4383487,0.00001697708,0.0000125521565,0.0056743636,0.007362979,0.486422],"study_design_scores_gemma":[0.009059193,0.00674846,0.06844751,0.00004565174,0.000014022131,7.439431e-8,0.39886498,0.000015805343,0.000054228978,0.0015871433,0.5146018,0.00056106865],"about_ca_topic_score_codex":0.03179452,"about_ca_topic_score_gemma":0.010680933,"teacher_disagreement_score":0.50723886,"about_ca_system_score_codex":0.0007474727,"about_ca_system_score_gemma":0.00023132058,"threshold_uncertainty_score":0.9982744},"labels":[],"label_agreement":null},{"id":"W4312003710","doi":"10.1093/geroni/igac059.2782","title":"UNDERSTANDING DEMENTIA DISCOURSE DURING ALZHEIMER’S AWARENESS MONTH IN CANADA: FIRST INSIGHTS FROM A TWITTER STUDY","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Saskatchewan; Thompson Rivers University","funders":"","keywords":"Dementia; Thematic analysis; Psychology; Social media; Medical education; Applied psychology; Medicine; Qualitative research; Disease; World Wide Web; Sociology; Computer science","score_opus":0.2583982775387079,"score_gpt":0.395281066513736,"score_spread":0.1368827889750281,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312003710","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9910838,0.00012271461,0.000055864704,0.004158715,0.0033936235,0.00094811514,0.0000033222827,0.000024106514,0.00020970896],"genre_scores_gemma":[0.9986612,0.0000041506587,0.000026949478,0.00016069658,0.00024064649,0.000870568,0.000019506953,0.00001304499,0.0000031896634],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979628,0.00033083136,0.00052183453,0.000264132,0.00061944406,0.00030100447],"domain_scores_gemma":[0.999135,0.00043508396,0.00021588734,0.00012540117,0.00005255331,0.00003604914],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006569951,0.00009021274,0.00014323942,0.00046915325,0.0010306141,0.00004460585,0.00020181824,0.000024622928,0.00013026959],"category_scores_gemma":[0.00024934823,0.000115510775,0.000008449209,0.002851638,0.00003736491,0.00025456352,0.00007813601,0.00028482827,8.7598784e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006325322,0.000069579655,0.83700603,0.0000040066534,0.000014112514,0.000012175813,0.16081296,0.0007023144,0.0000069578127,0.0011431472,0.00006217162,0.00016022824],"study_design_scores_gemma":[0.00042053312,0.000005698238,0.62946546,0.000028898688,0.000008632032,8.212552e-8,0.36842898,0.00012650604,0.000010603449,0.0010653414,0.00032581584,0.00011346515],"about_ca_topic_score_codex":0.98337305,"about_ca_topic_score_gemma":0.9945802,"teacher_disagreement_score":0.207616,"about_ca_system_score_codex":0.006222327,"about_ca_system_score_gemma":0.0024796708,"threshold_uncertainty_score":0.9975926},"labels":[],"label_agreement":null},{"id":"W4312087916","doi":"10.1002/alz.060826","title":"Dementia Research Engagement on Social Media: A Content Analysis","year":2022,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Social media; Dementia; Content analysis; Context (archaeology); Psychology; Coding (social sciences); Inclusion (mineral); Internet privacy; Sociology; Medicine; Computer science; World Wide Web; Social psychology; Social science; Disease","score_opus":0.5234200484396595,"score_gpt":0.4828487829473217,"score_spread":0.040571265492337805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312087916","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76747084,0.09823587,0.00009566748,0.067306586,0.031114088,0.008406765,0.00012915093,0.00061137223,0.026629694],"genre_scores_gemma":[0.99395704,0.0001448157,0.00024109602,0.0005873119,0.0014016145,0.0035561328,0.00007690449,0.000026092379,0.000008968324],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99115,0.0040297,0.00050663436,0.0005472024,0.002778146,0.0009883188],"domain_scores_gemma":[0.9967281,0.0021240264,0.00021856165,0.000320503,0.00034223488,0.00026652848],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008896056,0.0001632517,0.0002945472,0.00069668563,0.0065524452,0.000121767785,0.00071580673,0.00009186684,0.0062362575],"category_scores_gemma":[0.0012615217,0.00019474198,0.00022015937,0.00305723,0.00036639828,0.00014012615,0.00031636978,0.00077222055,0.00019595036],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027383928,0.0019812214,0.06270015,0.00001084486,0.08813179,0.0000279506,0.3256139,0.000059019792,0.00013323833,0.1251297,0.08858453,0.30735382],"study_design_scores_gemma":[0.00073944853,0.00024084437,0.14146133,0.0000057612706,0.030174166,1.9032086e-7,0.099027716,0.00002445142,0.00022227489,0.0016986418,0.72591364,0.00049155497],"about_ca_topic_score_codex":0.0072507123,"about_ca_topic_score_gemma":0.0044396585,"teacher_disagreement_score":0.6373291,"about_ca_system_score_codex":0.000221146,"about_ca_system_score_gemma":0.00063353404,"threshold_uncertainty_score":0.9993601},"labels":[],"label_agreement":null},{"id":"W4312113625","doi":"10.1503/cmaj.1096030","title":"What does Twitter’s unravelling mean for medical advocacy?","year":2022,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Public health; Internet privacy; Social media; World Wide Web; Coronavirus; Data science; Computer science; Public relations; Medicine; Political science; Virology; Nursing; Pathology; Infectious disease (medical specialty)","score_opus":0.043440686453351994,"score_gpt":0.3584628584234255,"score_spread":0.31502217197007354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312113625","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21337038,0.000788891,0.00032769595,0.6804732,0.10181834,0.0012588163,0.000024623938,0.00007445895,0.001863578],"genre_scores_gemma":[0.85985774,0.0031874278,0.00054652756,0.08698271,0.045349088,0.0015550244,0.00007038541,0.00008793279,0.0023631922],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9921318,0.001207067,0.00063993764,0.00023536973,0.0047827675,0.0010030427],"domain_scores_gemma":[0.9912877,0.0038760519,0.0003976222,0.00010280737,0.00056421227,0.0037715815],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.014793038,0.000118987955,0.00024471217,0.00025779777,0.0038503425,0.0003180183,0.0006984689,0.00043680563,0.02060762],"category_scores_gemma":[0.030989263,0.00011728312,0.00014395225,0.000514844,0.00012534816,0.00036510598,0.000032105425,0.0015122403,0.000048172667],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000025334697,0.0001546975,0.06979451,0.000035975587,0.00016008051,0.00020256113,0.2669903,0.00001633313,0.0000016297779,0.010407128,0.28960943,0.362602],"study_design_scores_gemma":[0.0004634682,0.00003760916,0.0011792175,0.00004561254,0.000014837382,0.000019989773,0.088464595,0.00013028344,0.0000014178606,0.0026033602,0.90689474,0.00014485136],"about_ca_topic_score_codex":0.033505943,"about_ca_topic_score_gemma":0.28166977,"teacher_disagreement_score":0.6464873,"about_ca_system_score_codex":0.0063358718,"about_ca_system_score_gemma":0.03291771,"threshold_uncertainty_score":0.9974786},"labels":[],"label_agreement":null},{"id":"W4312117139","doi":"10.1177/00178969221145351","title":"GeroCast: Using podcasting to deliver living cases in gerontology education","year":2022,"lang":"en","type":"article","venue":"Health Education Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Medical education; Qualitative research; Psychology; Graduate students; Medicine; Population; Gerontology; Sociology","score_opus":0.3064695372927045,"score_gpt":0.5177485383524856,"score_spread":0.2112790010597811,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312117139","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9346671,0.0021419935,0.00016056585,0.03370312,0.027539266,0.0011794731,0.000002162306,0.000031827625,0.0005744879],"genre_scores_gemma":[0.9799384,0.00017169316,0.006526841,0.008344444,0.0041447803,0.00070896547,0.0000051783404,0.000025792271,0.0001339058],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9955885,0.0020968064,0.00073714706,0.00027399568,0.00057237,0.0007312137],"domain_scores_gemma":[0.9964143,0.0015368989,0.0006080047,0.00015004782,0.00036095874,0.0009297708],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003994225,0.00012148398,0.00022588584,0.00073821825,0.0034765701,0.00009877032,0.00027480363,0.00006422971,0.0013131076],"category_scores_gemma":[0.008371617,0.00016130554,0.000044080745,0.001174727,0.000055121116,0.0003524967,0.000057160236,0.00066025095,0.00001959329],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000021271242,0.0008048929,0.14070834,0.00006117763,0.000003811008,0.0000030553024,0.31296572,0.00043223656,0.000016082167,0.0017815874,0.008927313,0.5342745],"study_design_scores_gemma":[0.000174246,0.00027642975,0.32351893,0.0004078225,0.000012328555,0.0007012151,0.4417341,0.00012909512,0.0000014160332,0.0007119431,0.23195851,0.0003739357],"about_ca_topic_score_codex":0.043883372,"about_ca_topic_score_gemma":0.00646806,"teacher_disagreement_score":0.53390056,"about_ca_system_score_codex":0.0069389963,"about_ca_system_score_gemma":0.03482156,"threshold_uncertainty_score":0.9999813},"labels":[],"label_agreement":null},{"id":"W4312188086","doi":"10.1101/2022.12.12.22283382","title":"Exploring the use of social media and online methods to engage knowledge users in creating research agendas: Lessons from a pediatric cancer research priority-setting partnership","year":2022,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; McMaster University; Hospital for Sick Children","funders":"","keywords":"Social media; General partnership; Public relations; Stakeholder; Descriptive statistics; Interim; Stakeholder engagement; Psychology; Political science; World Wide Web; Computer science","score_opus":0.8677316044992662,"score_gpt":0.6438825916552853,"score_spread":0.22384901284398095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312188086","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9760625,0.0018176072,0.000008434069,0.014775271,0.0044029844,0.0025574795,0.00013331037,0.00005570331,0.00018674333],"genre_scores_gemma":[0.9595689,0.005970012,0.014814357,0.00004772423,0.009209315,0.010146572,0.000054195396,0.00009864926,0.000090249334],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.957921,0.03654428,0.0009301111,0.0010306423,0.002200067,0.0013738456],"domain_scores_gemma":[0.88622284,0.11158873,0.0003471667,0.0005411295,0.00089453027,0.00040557995],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.055386387,0.0002549848,0.00061942794,0.0012127853,0.003182686,0.00023959804,0.0011435028,0.00034552198,0.00016981481],"category_scores_gemma":[0.1472254,0.0002558199,0.00010547208,0.0040775603,0.00076174096,0.00026001167,0.002149178,0.006069884,0.0000036951103],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032308988,0.00011134892,0.20212351,0.0002308703,0.00001793572,0.0000037118994,0.75758,0.000029180737,0.00006439486,0.0007205839,0.0002550614,0.03883109],"study_design_scores_gemma":[0.00018672131,0.000024068413,0.7207193,0.00025615515,0.000044836674,4.9537913e-8,0.24029446,0.000072838724,0.000054887525,0.0014804278,0.03658077,0.0002855231],"about_ca_topic_score_codex":0.10750352,"about_ca_topic_score_gemma":0.121988855,"teacher_disagreement_score":0.51859576,"about_ca_system_score_codex":0.0018362424,"about_ca_system_score_gemma":0.0052503822,"threshold_uncertainty_score":0.9999894},"labels":[],"label_agreement":null},{"id":"W4313203889","doi":"10.1186/s12998-022-00465-x","title":"An exploratory study to understand how people use Twitter to share experiences or information about spinal stenosis","year":2022,"lang":"en","type":"article","venue":"Chiropractic & Manual Therapies","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Health and Medical Research Fund","keywords":"Medicine; Exploratory research; Spinal stenosis; Rehabilitation; Internet privacy; Physical therapy; Surgery; Computer science","score_opus":0.20765856474726782,"score_gpt":0.4293460565241502,"score_spread":0.22168749177688238,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313203889","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98027015,0.00005531407,0.00009224183,0.013305967,0.0033183824,0.002722597,0.000012427663,0.0001311549,0.00009178116],"genre_scores_gemma":[0.9923435,0.00002527654,0.00039960723,0.0029737002,0.0005870533,0.003561263,0.00000851645,0.000020445548,0.00008064528],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.996911,0.0008883453,0.00030504662,0.00031733385,0.0011159726,0.0004622887],"domain_scores_gemma":[0.9983031,0.000566851,0.00022860152,0.00033831742,0.00020065987,0.00036246175],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012546323,0.00018345845,0.00023075397,0.0002632851,0.0022013837,0.0007719739,0.00049253495,0.00004555403,0.0011909391],"category_scores_gemma":[0.0017451948,0.00017064715,0.000037729165,0.000998749,0.00007098949,0.003585058,0.00011647178,0.00022424586,0.00005793699],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035066626,0.00035984907,0.010664801,0.000011572853,0.000020981346,0.0000023184712,0.98054266,0.000012211305,0.000012589945,0.00018452048,0.0024828378,0.005354982],"study_design_scores_gemma":[0.00020339564,0.001584976,0.06269008,0.000010790401,0.000013540851,7.6347004e-7,0.8833482,0.0000020458415,0.000010846388,0.00007071772,0.05184912,0.00021552277],"about_ca_topic_score_codex":0.0023112148,"about_ca_topic_score_gemma":0.0056301476,"teacher_disagreement_score":0.09719447,"about_ca_system_score_codex":0.0006451449,"about_ca_system_score_gemma":0.0005431985,"threshold_uncertainty_score":0.9997221},"labels":[],"label_agreement":null},{"id":"W4313227236","doi":"10.1016/j.cjcpc.2022.12.005","title":"Evolution in Congenital Cardiology Education: The Rise of Digital-Learning Tools","year":2022,"lang":"en","type":"review","venue":"CJC Pediatric and Congenital Heart Disease","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Scholarship; Social media; Educational technology; Engineering ethics; Medical education; Medicine; Computer science; Multimedia; Pedagogy; Psychology; Engineering; Political science; World Wide Web","score_opus":0.08047187804145828,"score_gpt":0.38182967357440195,"score_spread":0.3013577955329437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313227236","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01627027,0.97632575,0.0000010706536,0.00021926156,0.003042409,0.0023585863,0.00014067348,0.00003650115,0.0016054685],"genre_scores_gemma":[0.07910543,0.91509694,0.0000035325756,0.000020381258,0.0029956878,0.00241712,0.00012323904,0.000027557515,0.0002101272],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968829,0.0012427024,0.00063018996,0.00040277911,0.00042751853,0.00041391648],"domain_scores_gemma":[0.9953481,0.0035741597,0.00031615753,0.00024233632,0.0001364919,0.00038276231],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00075192517,0.00024185832,0.00079686806,0.0002729766,0.0006341432,0.00009742543,0.000290915,0.00021202536,0.00015028878],"category_scores_gemma":[0.0058902996,0.00021868251,0.00024440614,0.0012841878,0.00044006074,0.0003065792,0.000121366276,0.0005857771,0.000032684577],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031729844,0.0001667035,0.12474114,0.002734279,0.000038570008,0.000008509263,0.002789438,0.0000012922161,3.2647547e-9,0.0017317364,0.000836906,0.8669197],"study_design_scores_gemma":[0.0001015461,0.000038631846,0.012037252,0.000071735216,0.00062025635,0.000004069037,0.0040328964,0.0000011832356,5.843714e-10,0.00033231222,0.982529,0.00023110704],"about_ca_topic_score_codex":0.0008057346,"about_ca_topic_score_gemma":0.00005948955,"teacher_disagreement_score":0.9816921,"about_ca_system_score_codex":0.0004967816,"about_ca_system_score_gemma":0.008607865,"threshold_uncertainty_score":0.99701244},"labels":[],"label_agreement":null},{"id":"W4313321078","doi":"10.21203/rs.3.rs-2354881/v1","title":"Patient and family experience in pediatric spine surgery: a social media analysis","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Centre Hospitalier de l’Université de Montréal; McGill University; Université de Montréal","funders":"","keywords":"Social media; Thematic analysis; Medicine; Psychology; Family medicine; Qualitative research; World Wide Web; Computer science","score_opus":0.28407393315393137,"score_gpt":0.5186446584761119,"score_spread":0.23457072532218048,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313321078","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98847276,0.0030656361,0.0000025309366,0.0029038584,0.002704551,0.0018618699,0.000054218366,0.00005845014,0.0008761426],"genre_scores_gemma":[0.98361397,0.008058063,0.00007397916,0.000035670673,0.0020607742,0.0059764576,0.00014065867,0.000024227653,0.000016203689],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99028,0.00406654,0.00060531613,0.00080885657,0.0031759425,0.0010633842],"domain_scores_gemma":[0.99050677,0.007996423,0.00024540996,0.00034047838,0.0005105944,0.00040029822],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.006837121,0.00019334535,0.00061313255,0.0024634947,0.0013567014,0.00018694144,0.00045857736,0.00040453923,0.00059066765],"category_scores_gemma":[0.019805485,0.00022935236,0.00020037746,0.006915561,0.0005436027,0.000121000085,0.00092912134,0.0018396996,0.000009030608],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014931972,0.00013036048,0.5800942,0.00023029931,0.000021114776,0.000016780878,0.40143862,0.000009149278,5.90665e-7,0.00044053097,0.00073850155,0.01686491],"study_design_scores_gemma":[0.00006256884,0.000019122424,0.87177587,0.000029186847,0.00003584288,3.973557e-8,0.119713284,0.000022801656,5.08925e-7,0.000789983,0.0073471353,0.00020366503],"about_ca_topic_score_codex":0.03573782,"about_ca_topic_score_gemma":0.018036542,"teacher_disagreement_score":0.29168168,"about_ca_system_score_codex":0.001788765,"about_ca_system_score_gemma":0.00393848,"threshold_uncertainty_score":0.9999434},"labels":[],"label_agreement":null},{"id":"W4313365428","doi":"10.1136/bmj.o3070","title":"Science and truth during the covid-19 pandemic","year":2022,"lang":"en","type":"editorial","venue":"BMJ","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Medicine; Outbreak; Infectious disease (medical specialty)","score_opus":0.13390891086760529,"score_gpt":0.4813523058318605,"score_spread":0.34744339496425525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313365428","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010291826,0.00035819563,4.678824e-7,0.010617426,0.97386104,0.0014309769,0.000029101067,0.000091317605,0.0033196367],"genre_scores_gemma":[0.003542353,0.0008259625,0.000019047384,0.0003161783,0.993102,0.0013498479,0.000009923337,0.000015985692,0.00081869814],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99588263,0.0005635924,0.00024586453,0.00039403953,0.002468302,0.00044554632],"domain_scores_gemma":[0.98232657,0.016290935,0.0003419019,0.00033122336,0.0002764063,0.00043295146],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.010039093,0.0001080468,0.00016392785,0.00016688394,0.004725088,0.000167907,0.0007853588,0.00026209105,0.00031684502],"category_scores_gemma":[0.2043509,0.00009362112,0.000028744316,0.0011205354,0.0016613661,0.00013094729,0.0001896813,0.0007378147,0.000011462475],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008543884,0.0000071670866,0.0024694242,0.00006199867,0.000002858962,0.0000013301484,0.033215404,5.3164575e-7,0.0000016232335,0.0008673403,0.96219665,0.0011671324],"study_design_scores_gemma":[0.00010656674,0.000014184505,0.0012893117,0.000007823424,0.000010669065,8.3484053e-7,0.0074581206,4.950578e-7,1.495271e-7,0.00043922514,0.9905594,0.000113211594],"about_ca_topic_score_codex":0.0130112935,"about_ca_topic_score_gemma":0.0019214724,"teacher_disagreement_score":0.1943118,"about_ca_system_score_codex":0.0031569835,"about_ca_system_score_gemma":0.026953025,"threshold_uncertainty_score":0.99657065},"labels":[],"label_agreement":null},{"id":"W4313402931","doi":"10.1007/s00264-022-05656-y","title":"New surgical techniques and social media in orthopaedics. Is a scientific peer-reviewed journal assimilated to a social media platform?","year":2022,"lang":"en","type":"editorial","venue":"International Orthopaedics","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Social media; Orthopedic surgery; Medicine; Peer review; Medical education; Medical physics; Surgery; World Wide Web; Computer science","score_opus":0.0804848165371697,"score_gpt":0.4074029147769167,"score_spread":0.326918098239747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313402931","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0068522594,0.0010542372,0.000017937416,0.03387588,0.95326334,0.0014378347,0.0010891713,0.00021525635,0.002194081],"genre_scores_gemma":[0.0018190712,0.0026781296,0.001254209,0.0003640859,0.9894312,0.0007057812,0.0020605333,0.00014210021,0.0015449016],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9856398,0.0008577459,0.0018893279,0.0011099532,0.009342885,0.0011602722],"domain_scores_gemma":[0.9840309,0.010313459,0.0014364021,0.000268426,0.002925223,0.0010255971],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.009985874,0.0006160745,0.0011011936,0.0017538379,0.002347038,0.0010922566,0.0017358571,0.0017479484,0.003683492],"category_scores_gemma":[0.034087636,0.00069546344,0.0004970667,0.0020178473,0.00076682057,0.00068537873,0.0005606185,0.0040362044,0.0000506934],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014515301,0.00009604337,0.00084276905,0.00004306746,0.0000573588,0.00017778292,0.12414539,1.7187692e-7,4.7963e-7,0.0007796334,0.76419556,0.109516606],"study_design_scores_gemma":[0.0011320398,0.000047773865,0.0005905442,0.00020435311,0.00008628809,0.00001985921,0.0055195256,0.0000038675457,0.0000014642301,0.0016955733,0.9900911,0.0006076121],"about_ca_topic_score_codex":0.0011983941,"about_ca_topic_score_gemma":0.008152437,"teacher_disagreement_score":0.22589555,"about_ca_system_score_codex":0.0033139214,"about_ca_system_score_gemma":0.011947484,"threshold_uncertainty_score":0.9999447},"labels":[],"label_agreement":null},{"id":"W4313488581","doi":"10.1111/hir.12473","title":"Text mining applications to support health library practice: A case study on marijuana legalization Twitter analytics","year":2023,"lang":"en","type":"article","venue":"Health Information & Libraries Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Sentiment analysis; Terminology; Computer science; Analytics; Social media; Data science; Legalization; Ranking (information retrieval); World Wide Web; Information retrieval; Psychology; Natural language processing","score_opus":0.21721688005295575,"score_gpt":0.4746981869876341,"score_spread":0.25748130693467836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313488581","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08451806,0.00018222621,0.014188057,0.85679966,0.009344825,0.013894162,0.00009063206,0.0015066334,0.019475758],"genre_scores_gemma":[0.74609554,0.0018593078,0.02433659,0.21252431,0.008950853,0.003935918,0.0008296806,0.00016608789,0.0013017235],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99518776,0.0010383751,0.0015981277,0.00020882818,0.001111393,0.0008555312],"domain_scores_gemma":[0.99534875,0.0013686385,0.0014210071,0.00030760997,0.0003126408,0.0012413472],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.003727471,0.0001980644,0.00033450586,0.0011374142,0.0040469375,0.0013854491,0.00033245434,0.00012600064,0.0002980289],"category_scores_gemma":[0.0025100634,0.00021123832,0.000061861436,0.0037214789,0.00009546244,0.0088722585,0.00008264863,0.00054421555,0.0005896488],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005593712,0.00017798005,0.008626751,0.000110742774,0.000025260497,0.000030873758,0.50104105,0.00022346452,2.2409418e-8,0.009087503,0.34178767,0.13883276],"study_design_scores_gemma":[0.0002916598,0.0005725801,0.007526386,0.000043764063,0.000008264849,0.00011503911,0.32713988,0.00012323174,3.093985e-7,0.00022695899,0.66381484,0.00013709225],"about_ca_topic_score_codex":0.0013802783,"about_ca_topic_score_gemma":0.0001945307,"teacher_disagreement_score":0.66157746,"about_ca_system_score_codex":0.000638871,"about_ca_system_score_gemma":0.008751769,"threshold_uncertainty_score":0.9996512},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W4313558074","doi":"10.3389/froh.2022.1062421","title":"Promoting early childhood oral health and preventing early childhood caries on Instagram","year":2023,"lang":"en","type":"article","venue":"Frontiers in Oral Health","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Manitoba Health; Winnipeg Regional Health Authority; University of Manitoba; Children's Hospital Research Institute of Manitoba","funders":"Canadian Institutes of Health Research","keywords":"Early childhood caries; Categorization; Oral health; Early childhood; Social media; Psychology; Content analysis; Promotion (chess); Health promotion; Medicine; Public health; Medical education; Family medicine; Developmental psychology; Nursing; Sociology; World Wide Web; Computer science; Political science; Social science","score_opus":0.05932843000887129,"score_gpt":0.37673552386984155,"score_spread":0.31740709386097027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313558074","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9658079,0.0013523501,0.000028302995,0.021837192,0.007004458,0.0033441111,0.00001818969,0.0003804379,0.00022703611],"genre_scores_gemma":[0.9904568,0.0014226675,0.004800402,0.0018141186,0.00091720495,0.00039211145,0.000044760785,0.000058937225,0.00009295545],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99493843,0.0013824416,0.0007689891,0.00061221304,0.00072775414,0.0015701939],"domain_scores_gemma":[0.997983,0.00040770427,0.0004776495,0.00024226226,0.000066804954,0.00082261814],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.004127792,0.00025118518,0.0006205552,0.000477892,0.0017740035,0.00016335469,0.0002985225,0.0002107955,0.000006985507],"category_scores_gemma":[0.002347721,0.00027950187,0.000065624336,0.0018486845,0.0002904578,0.0004149692,0.00007445712,0.00071530475,0.000023553886],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009997687,0.00011838355,0.30616552,0.00009529182,0.0000082999695,0.0000012938468,0.3281399,0.0000011637069,5.2145104e-8,0.0006599635,0.0027479844,0.36205217],"study_design_scores_gemma":[0.00058389595,0.00067565136,0.955258,0.00040752176,0.0000038351127,5.18018e-7,0.03118616,0.000034629313,0.0000012116622,0.003757716,0.007855511,0.00023532695],"about_ca_topic_score_codex":0.047329474,"about_ca_topic_score_gemma":0.008752076,"teacher_disagreement_score":0.6490925,"about_ca_system_score_codex":0.0011538061,"about_ca_system_score_gemma":0.0038993224,"threshold_uncertainty_score":0.9999657},"labels":[],"label_agreement":null},{"id":"W4315706024","doi":"10.1097/01.hjh.0000914256.32838.78","title":"JS-CC: CONTROVERSIES IN ACADEMIA MINI-DEBATES","year":2023,"lang":"en","type":"article","venue":"Journal of Hypertension","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Session (web analytics); Perspective (graphical); Panel discussion; Style (visual arts); Medicine; Focus (optics); Engineering ethics; Public relations; Media studies; Sociology; Political science; History","score_opus":0.18857153519717215,"score_gpt":0.40364677483390676,"score_spread":0.2150752396367346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4315706024","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93488747,0.00055817,0.0000015443686,0.058760826,0.005233705,0.00019102995,4.86981e-7,0.000019549623,0.00034724319],"genre_scores_gemma":[0.99521863,0.001953617,0.00013452789,0.0011584655,0.0014379796,0.000008121821,6.788025e-7,0.000008490295,0.00007949764],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9985274,0.00023147032,0.00038477386,0.000080900485,0.0004950705,0.00028039122],"domain_scores_gemma":[0.9957878,0.0034853108,0.00026401656,0.000056809502,0.00026166343,0.00014441038],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001816664,0.000061190985,0.0002351328,0.00028990334,0.00018408798,0.000021383918,0.00016204914,0.00032607192,0.000028023194],"category_scores_gemma":[0.014013291,0.00005338973,0.000064936045,0.00065896433,0.000103085506,0.00020924497,0.000017363624,0.000621942,0.000063361105],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005287405,0.0009358264,0.30426615,0.0000949025,0.00007761466,0.0005979762,0.16288626,0.000070136426,0.010523335,0.0028069566,0.38104776,0.13616435],"study_design_scores_gemma":[0.004646315,0.00025448558,0.46771672,0.00045170655,0.00005653002,0.000038421058,0.06881284,0.0001993637,0.0006194322,0.0042650965,0.45266056,0.00027851757],"about_ca_topic_score_codex":0.000960451,"about_ca_topic_score_gemma":0.00028851602,"teacher_disagreement_score":0.16345058,"about_ca_system_score_codex":0.00020750372,"about_ca_system_score_gemma":0.0004174832,"threshold_uncertainty_score":0.9942921},"labels":[],"label_agreement":null},{"id":"W4315754398","doi":"10.1136/ijgc-2022-004114","title":"Impact of podcasting on novel and conventional measures of academic impact","year":2023,"lang":"en","type":"article","venue":"International Journal of Gynecological Cancer","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Medicine; Citation; Randomized controlled trial; Odds ratio; Bibliometrics; Impact factor; Cervical cancer; Internal medicine; Cancer; Library science","score_opus":0.3207639779919976,"score_gpt":0.5416743800611883,"score_spread":0.22091040206919071,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4315754398","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9941191,0.00022443123,0.000038824077,0.0023983223,0.0027293507,0.00014394964,0.000044844357,0.00000769608,0.00029346076],"genre_scores_gemma":[0.99811655,0.00074533105,0.00008755758,0.00005392587,0.00095998595,0.000014756881,0.0000020479322,0.0000047091066,0.000015146363],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99824697,0.00012347294,0.0005045138,0.000085048705,0.000871826,0.00016818172],"domain_scores_gemma":[0.99485797,0.003231285,0.0007590769,0.000030411265,0.0009884072,0.0001328505],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0013822326,0.00007021878,0.00021830329,0.00022721395,0.00006443688,0.000011670595,0.0002690558,0.00012792632,0.0006146643],"category_scores_gemma":[0.010714476,0.00005216922,0.00017492234,0.00026595482,0.0002440836,0.00014137871,0.00002863859,0.0002762794,0.0000024811877],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002987298,0.00015386546,0.9494437,0.000010302968,0.00022893924,0.0000049173377,0.0031758659,0.0009974603,0.0034261977,0.0026328492,0.00087918306,0.038747992],"study_design_scores_gemma":[0.00045029182,0.00035683508,0.9965121,0.00009943744,0.000013697664,0.0000036159388,0.00041691176,0.000051881554,0.00010426974,0.0013973631,0.0005465752,0.000046991223],"about_ca_topic_score_codex":0.0014290307,"about_ca_topic_score_gemma":0.00008334571,"teacher_disagreement_score":0.047068432,"about_ca_system_score_codex":0.00062789855,"about_ca_system_score_gemma":0.0010711228,"threshold_uncertainty_score":0.9976187},"labels":[],"label_agreement":null},{"id":"W4315927759","doi":"10.1007/s10459-022-10201-y","title":"Across the Twitter-verse: Is Twitter an equitable tool in academic medicine? A scoping review","year":2023,"lang":"en","type":"review","venue":"Advances in Health Sciences Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University; Western University","funders":"","keywords":"Influencer marketing; Demographics; Social media; Academic medicine; Ethnic group; Psychology; Inclusion (mineral); Medical education; Medicine; Social psychology; Sociology; World Wide Web; Computer science; Demography","score_opus":0.3806491783403431,"score_gpt":0.6369289819977293,"score_spread":0.2562798036573862,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4315927759","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000121426514,0.94715476,0.000005761782,0.026093328,0.015244368,0.010785068,0.000005534768,0.00008003903,0.00050970283],"genre_scores_gemma":[0.000018244957,0.9789289,0.00018469048,0.008910943,0.0028146075,0.008866767,0.000035168257,0.000041003488,0.00019962895],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9898367,0.0028538813,0.0027052592,0.0011884125,0.0015023615,0.0019133758],"domain_scores_gemma":[0.9907163,0.0061387736,0.0020297302,0.00063603226,0.00018053997,0.0002986541],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.026226133,0.00043231153,0.001660604,0.0005605798,0.0018389891,0.000107849955,0.0019750467,0.00039571416,0.00016840699],"category_scores_gemma":[0.009602824,0.0003276706,0.00011591125,0.0081989765,0.0016891257,0.0018229478,0.00013873927,0.0013248879,0.00013994829],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[9.544993e-7,0.00003470524,0.00073830044,0.08369649,0.0000016108548,3.1356942e-7,0.06367065,0.0000024648468,3.815862e-9,0.0009424536,0.0019735643,0.84893847],"study_design_scores_gemma":[0.000049286922,0.000053871896,0.00007015299,0.34443185,0.000015949263,0.0000018245943,0.02009184,0.0000026093096,1.1573679e-8,0.0018689252,0.6331769,0.00023672805],"about_ca_topic_score_codex":0.021443648,"about_ca_topic_score_gemma":0.018606879,"teacher_disagreement_score":0.8487018,"about_ca_system_score_codex":0.0023395314,"about_ca_system_score_gemma":0.022278832,"threshold_uncertainty_score":0.9999175},"labels":[],"label_agreement":null},{"id":"W4316036838","doi":"10.2196/44103","title":"Skin of Color Dermatology Representation in American College of Mohs Surgery Educational Cases on Instagram: Content Analysis","year":2023,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Dermatology; Representation (politics); Medicine; Content (measure theory); Mathematics; Political science","score_opus":0.19163572843932894,"score_gpt":0.45897843791594656,"score_spread":0.26734270947661765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4316036838","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97646534,0.000036917158,0.0000035133116,0.021240529,0.0009916698,0.0008670658,0.000054391876,0.000033215318,0.0003073619],"genre_scores_gemma":[0.99834204,0.00014239906,0.00007597482,0.00018842756,0.00006848555,0.00104023,0.0001009665,0.000008978676,0.00003248448],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971855,0.0010568313,0.0007988531,0.0002567661,0.00033501547,0.0003670164],"domain_scores_gemma":[0.9863845,0.0124196345,0.00062698236,0.00020374036,0.000262314,0.000102803286],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036854937,0.00010332747,0.00070485333,0.0014119198,0.00012196094,0.0000038879703,0.0001679354,0.00015319558,0.00008095986],"category_scores_gemma":[0.004556336,0.000116826166,0.0001426465,0.0051816087,0.00082634046,0.00008759433,0.000024923631,0.00011687168,0.00002563307],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000066628876,0.00022059647,0.96809,0.00006353874,0.00007736836,0.00003633774,0.009899275,0.000043402288,0.00003444739,0.016917042,0.00352932,0.0010220202],"study_design_scores_gemma":[0.00019745267,0.000028345621,0.97263104,0.000020467493,0.00004592376,0.000018379811,0.02369529,0.00012873889,0.00060639606,0.0005681891,0.0019617502,0.00009804276],"about_ca_topic_score_codex":0.019594036,"about_ca_topic_score_gemma":0.022715952,"teacher_disagreement_score":0.021876717,"about_ca_system_score_codex":0.00023009343,"about_ca_system_score_gemma":0.0012402727,"threshold_uncertainty_score":0.99511695},"labels":[],"label_agreement":null},{"id":"W4316591886","doi":"10.2196/preprints.45684","title":"The Use of Social Media for Dissemination of Research Evidence to Health and Social Care Practitioners: Protocol for a Systematic Review (Preprint)","year":2023,"lang":"en","type":"review","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social media; CINAHL; PsycINFO; Health care; Information Dissemination; MEDLINE; Systematic review; Preprint; Medical education; Medicine; Data extraction; Psychology; Public relations; Family medicine; Internet privacy; Psychological intervention; World Wide Web; Nursing; Political science; Computer science","score_opus":0.758720331124024,"score_gpt":0.6926270264489801,"score_spread":0.06609330467504393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4316591886","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[2.2214842e-7,0.40035063,0.000033404292,0.0062629203,0.00031205802,0.5929188,0.00008026071,0.00003101499,0.000010656157],"genre_scores_gemma":[3.2597168e-7,0.48012957,0.0003136127,0.000025906618,0.0003893619,0.5190444,0.000023292743,0.000020882593,0.000052613774],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99253917,0.0036533943,0.0017349673,0.00039279796,0.001198139,0.00048151214],"domain_scores_gemma":[0.8753776,0.11986113,0.0018239352,0.00023264141,0.0025567624,0.00014793462],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.015286834,0.00018144543,0.0016980211,0.00021632915,0.0016452848,0.00010275219,0.00045563193,0.00026635642,0.000007147229],"category_scores_gemma":[0.27157715,0.00013048663,0.00030672178,0.0012321121,0.00038833948,0.00022608356,0.000089754874,0.0002373488,0.0000045930406],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012828704,0.000018401983,4.481945e-7,0.83161783,0.000022948712,1.6350066e-8,0.069985785,4.0723043e-9,1.6883611e-8,0.0069038123,0.010376925,0.081061],"study_design_scores_gemma":[0.000040377745,0.000085150816,0.0000019666343,0.57956064,0.00012343682,9.824074e-8,0.028789364,2.3563406e-7,1.3261644e-7,0.00013138184,0.3911797,0.00008754244],"about_ca_topic_score_codex":0.00072994933,"about_ca_topic_score_gemma":0.003596317,"teacher_disagreement_score":0.38080278,"about_ca_system_score_codex":0.0011101591,"about_ca_system_score_gemma":0.0070258584,"threshold_uncertainty_score":0.9996544},"labels":[],"label_agreement":null},{"id":"W4317488950","doi":"10.7759/cureus.33978","title":"#OrthoTwitter: Relationship Between Author Twitter Utilization and Academic Impact in Orthopaedic Surgery","year":2023,"lang":"en","type":"article","venue":"Cureus","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Citation; Social media; Index (typography); Impact factor; Library science; World Wide Web","score_opus":0.531304099965088,"score_gpt":0.5178259753705728,"score_spread":0.01347812459451514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317488950","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9893357,0.0005399719,0.00002051806,0.0072712717,0.0017948307,0.0005919229,0.0000051932084,0.00016372967,0.00027687388],"genre_scores_gemma":[0.99762744,0.0005874917,0.000028014854,0.00010309823,0.0012621171,0.00020112241,0.00006319224,0.000017302931,0.00011022551],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981572,0.000499644,0.00035614765,0.00022700772,0.00033869268,0.00042128417],"domain_scores_gemma":[0.9929807,0.006494401,0.00013058256,0.000121830635,0.000054526354,0.0002179386],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0027212978,0.00009578168,0.00017621649,0.0002953845,0.0003268347,0.000033266944,0.00010228039,0.00030803995,0.0000752414],"category_scores_gemma":[0.011871296,0.00010130151,0.00005251852,0.0016280095,0.00014737358,0.00032013856,0.00002478225,0.00033720437,0.00009123451],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002667836,0.000004772208,0.9658524,0.000016772365,0.0000025857755,0.0000011828977,0.0225925,8.882594e-7,0.0000014388881,0.00036258466,0.0031780933,0.007984134],"study_design_scores_gemma":[0.00006745851,0.000007675953,0.9862091,0.000044138436,0.000008905393,2.4405705e-7,0.0021946928,0.000014267106,0.0000017682568,0.0036977073,0.007654479,0.00009957114],"about_ca_topic_score_codex":0.00311061,"about_ca_topic_score_gemma":0.0010952094,"teacher_disagreement_score":0.020397807,"about_ca_system_score_codex":0.0003011272,"about_ca_system_score_gemma":0.0005434839,"threshold_uncertainty_score":0.99645215},"labels":[],"label_agreement":null},{"id":"W4317567491","doi":"10.2196/38630","title":"Reaching Populations at Risk for HIV Through Targeted Facebook Advertisements: Cost-Consequence Analysis","year":2023,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences","keywords":"Psychological intervention; Public health; Demography; Liberian dollar; Medicine; Human immunodeficiency virus (HIV); Environmental health; Gerontology; Advertising; Business; Family medicine; Sociology; Finance","score_opus":0.3576812257322161,"score_gpt":0.5622053242674054,"score_spread":0.20452409853518932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317567491","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95828146,0.00010305179,0.0040958486,0.011494783,0.0016464527,0.014274259,0.0005102225,0.00040936825,0.009184533],"genre_scores_gemma":[0.97609675,0.0003506959,0.00095725246,0.00006701209,0.00031836814,0.020201586,0.0004905037,0.000020818072,0.0014969977],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9954169,0.0016698895,0.00042362502,0.0003056491,0.001193511,0.0009904654],"domain_scores_gemma":[0.9940136,0.004583198,0.00020755765,0.00027215012,0.00069038407,0.00023311217],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0050736587,0.00011403473,0.00023440045,0.0006269627,0.004258992,0.00009956235,0.0003779032,0.00014470067,0.0003438196],"category_scores_gemma":[0.006656357,0.00011691024,0.0001466825,0.004399855,0.00047831086,0.0008032627,0.00012131227,0.00041820813,0.0007853572],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008476614,0.00011928135,0.102577105,0.00010517347,0.00026006464,0.000002431015,0.8215303,0.000261776,0.0001145963,0.014484744,0.040080607,0.020379176],"study_design_scores_gemma":[0.0010702995,0.00018175587,0.43151554,0.00010020472,0.00015356658,3.9608148e-7,0.11853053,0.0075321686,0.00035923737,0.040059615,0.39999473,0.0005019489],"about_ca_topic_score_codex":0.010704808,"about_ca_topic_score_gemma":0.0067928596,"teacher_disagreement_score":0.7029998,"about_ca_system_score_codex":0.0020842943,"about_ca_system_score_gemma":0.00055224716,"threshold_uncertainty_score":0.99999267},"labels":[],"label_agreement":null},{"id":"W4317628580","doi":"10.1177/22925503221146791","title":"The Battle for the Truth: Social Media Versus Critical Appraisal","year":2023,"lang":"en","type":"editorial","venue":"Plastic Surgery","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Battle; Social media; Critical appraisal; Psychology; Social psychology; Sociology; History; Political science; Medicine; Archaeology; Law","score_opus":0.20332704919108593,"score_gpt":0.46101292931936866,"score_spread":0.25768588012828275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317628580","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":"methods","model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0001359332,0.00037991354,0.000049219303,0.0058608786,0.9928044,0.00022312404,0.00031367666,0.0001971216,0.000035748704],"genre_scores_gemma":[0.0015182686,0.0007046576,0.000011223372,0.0000011524564,0.9944881,0.0029764164,0.00020830962,0.000086235836,0.000005600038],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9952849,0.00070443796,0.00057599146,0.00042258744,0.001884754,0.0011272941],"domain_scores_gemma":[0.0001893353,0.99846673,0.0002710865,0.00024497646,0.00059202255,0.00023586172],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0049219076,0.00026026517,0.00046512124,0.00009911168,0.0037940384,0.00032212437,0.0006710933,0.001011375,0.00008335781],"category_scores_gemma":[0.99426013,0.0001872463,0.00034178235,0.0005686489,0.0015660932,0.00008980155,0.00006683122,0.00088329724,0.00023895706],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019416685,0.0000196115,0.000013781516,0.00005685616,0.000048256697,0.0000012038136,0.006511289,2.68718e-7,3.261295e-8,0.0023038662,0.98411304,0.006737625],"study_design_scores_gemma":[0.00016195091,0.000011797066,0.00037106354,0.000043577224,0.00014994999,2.5318307e-8,0.0069855163,0.00001269985,1.8973303e-7,0.00009342362,0.99196255,0.00020725366],"about_ca_topic_score_codex":0.00090288353,"about_ca_topic_score_gemma":0.0033709565,"teacher_disagreement_score":0.99776226,"about_ca_system_score_codex":0.0004240808,"about_ca_system_score_gemma":0.004848506,"threshold_uncertainty_score":0.99750286},"labels":[{"model":"gemma","categories":["metaresearch"],"domain":"methods","study_design":"not_applicable","genre":"editorial","about_ca_system":false,"about_ca_topic":false,"confidence":"high"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"editorial","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"split"},{"id":"W4317792356","doi":"10.1097/jd9.0000000000000293","title":"Teledermatology During the COVID-19 Pandemic in a Developing Country: Could This Be the Answer to Improving the Reach of Dermatology Care?","year":2023,"lang":"en","type":"article","venue":"International Journal of Dermatology and Venereology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"CARE Canada","funders":"","keywords":"Teledermatology; Telemedicine; Medicine; Coronavirus disease 2019 (COVID-19); Pandemic; Test (biology); Significant difference; Telehealth; Family medicine; Medical emergency; Health care; Pathology; Disease; Internal medicine","score_opus":0.07703411198025566,"score_gpt":0.4157159501903531,"score_spread":0.33868183821009745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317792356","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7496962,0.00080255425,0.00009885555,0.2448545,0.0040777656,0.00032213016,0.000004913468,0.000016576425,0.00012654118],"genre_scores_gemma":[0.99135685,0.0011997645,0.00007492753,0.006877842,0.0003640424,0.00010030639,0.0000044066887,0.000009488661,0.000012386812],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99698836,0.0013340898,0.0007490485,0.00016799795,0.0003517092,0.00040880658],"domain_scores_gemma":[0.9927561,0.0058770557,0.0005761711,0.00014723891,0.0005349133,0.000108497516],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010038933,0.00012314519,0.00035252506,0.00035702935,0.0005720903,0.000023934404,0.0009330787,0.00028893902,0.000030188396],"category_scores_gemma":[0.0068246946,0.00007745783,0.000058566184,0.00052540825,0.0011037473,0.000110335255,0.00016725266,0.0005492501,0.000005597669],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013189307,0.000015382902,0.9002806,0.000047566227,0.00007807051,0.00020945317,0.07394254,0.00003675426,0.000091205584,0.022512158,0.0016663015,0.0009880915],"study_design_scores_gemma":[0.0023606801,0.000044142882,0.3346901,0.000099566714,0.000099486926,0.02642262,0.08171206,0.0001429883,0.00042102963,0.0064718393,0.5471729,0.000362567],"about_ca_topic_score_codex":0.003053387,"about_ca_topic_score_gemma":0.010856217,"teacher_disagreement_score":0.5655905,"about_ca_system_score_codex":0.00034066467,"about_ca_system_score_gemma":0.0016001646,"threshold_uncertainty_score":0.81702894},"labels":[],"label_agreement":null},{"id":"W4317794931","doi":"10.1186/s12998-022-00469-7","title":"A two-year follow-up: Twitter activity regarding misinformation about spinal manipulation, chiropractic care and boosting immunity during the COVID-19 pandemic","year":2023,"lang":"en","type":"article","venue":"Chiropractic & Manual Therapies","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Misinformation; Medicine; Chiropractic; Pandemic; Coronavirus disease 2019 (COVID-19); Boosting (machine learning); 2019-20 coronavirus outbreak; Spinal manipulation; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Alternative medicine; Virology; Infectious disease (medical specialty); Pathology; Artificial intelligence; Outbreak","score_opus":0.17341530922858853,"score_gpt":0.43254655540182796,"score_spread":0.25913124617323946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317794931","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98530525,0.0006322456,0.000034418197,0.0079537975,0.0023807439,0.0012582004,0.0000042467905,0.00039438345,0.0020367096],"genre_scores_gemma":[0.9961464,0.0013517569,0.00018906046,0.0005961422,0.0011922024,0.00027596645,0.000019523866,0.000034012563,0.0001949745],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9970713,0.00086756895,0.0004122201,0.00032766836,0.00071923074,0.000602011],"domain_scores_gemma":[0.9961992,0.0023708076,0.0006079581,0.00036817236,0.00020808842,0.00024579192],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.002689515,0.0002394364,0.00026277069,0.00020771768,0.0042912294,0.0004176591,0.000296964,0.00016692598,0.0000879507],"category_scores_gemma":[0.009953498,0.00020737947,0.00009131479,0.00075194344,0.00036568884,0.0015748269,0.00011464487,0.00068307284,0.00007865891],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005121439,0.000040622228,0.25510663,0.00048622678,0.00011562226,0.000006596473,0.6923309,0.000046689558,0.0006598092,0.0018770228,0.00022697366,0.048590746],"study_design_scores_gemma":[0.001257873,0.000073686846,0.6673035,0.00009349782,0.000070023416,0.000028935252,0.2888533,0.00004733912,0.00004447226,0.0013171786,0.04056788,0.00034233148],"about_ca_topic_score_codex":0.008550429,"about_ca_topic_score_gemma":0.0015328791,"teacher_disagreement_score":0.41219687,"about_ca_system_score_codex":0.00082674995,"about_ca_system_score_gemma":0.00051135285,"threshold_uncertainty_score":0.9983861},"labels":[],"label_agreement":null},{"id":"W4317862788","doi":"10.1200/jco.2023.41.4_suppl.255","title":"Twitterchats as a means to educate patients with CRC and caregivers and stimulate collaborations.","year":2023,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Session (web analytics); Medicine; Medical education; Clinical trial; World Wide Web; Internal medicine; Computer science","score_opus":0.27738145339106574,"score_gpt":0.5559247713037084,"score_spread":0.2785433179126427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317862788","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.941389,0.00003828238,0.000005773066,0.053440165,0.00416832,0.00044777346,0.0000021615303,0.000010954776,0.000497546],"genre_scores_gemma":[0.99580544,0.00044649438,0.0009452221,0.0016227867,0.0010653149,0.000020632382,0.0000014971918,0.000008219965,0.00008441055],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980114,0.00063944276,0.0006552695,0.00013391006,0.0003496297,0.00021033568],"domain_scores_gemma":[0.992341,0.005634154,0.00055736606,0.000060469116,0.0008157889,0.0005912378],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0027625358,0.00006298056,0.00039849413,0.00014155511,0.00022341791,0.00002873375,0.000103833605,0.00017887288,0.000024422876],"category_scores_gemma":[0.017257808,0.00005132796,0.00003161188,0.00054197473,0.00033731828,0.00016516306,0.000027882565,0.00027651197,0.000020683277],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00070565357,0.00032200175,0.69482607,0.000015996657,0.000070680195,0.0000247268,0.09585916,0.0000311452,0.0000013831136,0.0008389516,0.013608116,0.1936961],"study_design_scores_gemma":[0.0013838351,0.0027514216,0.784665,0.00004814682,0.000050375125,0.0000013484262,0.014708116,0.0000051909437,4.8453e-7,0.0008056952,0.19550753,0.000072841525],"about_ca_topic_score_codex":0.00073326426,"about_ca_topic_score_gemma":0.0018707761,"teacher_disagreement_score":0.19362324,"about_ca_system_score_codex":0.0001693028,"about_ca_system_score_gemma":0.0035983266,"threshold_uncertainty_score":0.99102026},"labels":[],"label_agreement":null},{"id":"W4318376662","doi":"10.32388/znqerm","title":"Review of: \"Can Twitter be used to improve learning outcomes in undergraduate medical education? A pilot study\"","year":2023,"lang":"en","type":"peer-review","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Medical education; Computer science; Psychology; Mathematics education; Multimedia; Medicine","score_opus":0.24840609128097285,"score_gpt":0.5173866979804967,"score_spread":0.2689806066995239,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318376662","genre_codex":"commentary","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000853899,0.02405877,0.0000026646032,0.935557,0.025516145,0.01085796,0.0000149172465,0.00015126994,0.0029873648],"genre_scores_gemma":[0.0031415275,0.43343407,0.00040604649,0.26249638,0.0050204005,0.02695936,0.0005851708,0.0002531397,0.2677039],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9922602,0.0021880975,0.0015761552,0.0007100789,0.0026041872,0.0006612364],"domain_scores_gemma":[0.99303895,0.004345036,0.0006852082,0.0005243549,0.0007592307,0.00064722885],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007910983,0.00035800601,0.0015643681,0.00041328694,0.00023694633,0.000038748472,0.00091868755,0.00023247508,0.0016318155],"category_scores_gemma":[0.10088111,0.0003265685,0.0001610596,0.0022076233,0.00016151535,0.00007864849,0.00017856603,0.0010986984,0.0001940573],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000026704934,0.00086245796,0.016100261,0.021118682,0.000045722383,0.0000016309235,0.0107382545,5.4253373e-8,9.563057e-8,0.00026617254,0.92670435,0.024159636],"study_design_scores_gemma":[0.00018175607,0.0003940102,0.003616673,0.04245008,0.00013556766,1.6254845e-7,0.0051461016,2.2785012e-7,1.11527164e-7,0.00019891847,0.9475364,0.0003399508],"about_ca_topic_score_codex":0.12208341,"about_ca_topic_score_gemma":0.16869152,"teacher_disagreement_score":0.67306066,"about_ca_system_score_codex":0.00094368955,"about_ca_system_score_gemma":0.014868199,"threshold_uncertainty_score":0.99991864},"labels":[],"label_agreement":null},{"id":"W4318483528","doi":"10.1080/15398285.2022.2133832","title":"Impact of Elon Musk’s Tweeting about Psychiatric Medication on the Internet, Media, and Purchasing: Observational Study","year":2023,"lang":"en","type":"article","venue":"Journal of Consumer Health on the Internet","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University; University of British Columbia","funders":"","keywords":"Methylphenidate; Bupropion; Purchasing; Social media; Advertising; Purchasing power; Observational study; Psychology; Psychiatry; Medicine; Attention deficit hyperactivity disorder; Business; Computer science; World Wide Web; Marketing; Smoking cessation","score_opus":0.24855201864673868,"score_gpt":0.47115929192656264,"score_spread":0.22260727327982396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318483528","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9242304,0.00057496235,0.000014622912,0.07047604,0.0036083036,0.00093323644,0.0000049888295,0.000016027978,0.0001414101],"genre_scores_gemma":[0.99670434,0.0009230497,0.000039288705,0.0011863428,0.0010257754,0.00005778041,0.000003143396,0.000015703103,0.000044598666],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9958043,0.0015779807,0.0009892554,0.00015700643,0.0011404236,0.00033102385],"domain_scores_gemma":[0.9875623,0.010040371,0.0016042566,0.00019188711,0.00036531125,0.00023587706],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0093956245,0.00013239964,0.0003017075,0.00030280597,0.00030191184,0.000054827527,0.0005021821,0.00008071264,0.00015950474],"category_scores_gemma":[0.010013844,0.00007870919,0.000108140914,0.00065339904,0.0003008271,0.00009229303,0.00003676799,0.000577417,0.00002451676],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002684185,0.00039708245,0.73605937,0.0000460368,0.00016623322,0.0000018098315,0.1782537,0.000012102177,0.0000063817915,0.006414213,0.040053714,0.038320974],"study_design_scores_gemma":[0.00037533534,0.0009030069,0.9810633,0.00028104425,0.000025281655,0.000003287445,0.011911052,0.000098433564,0.0000067578344,0.0013519331,0.0039073247,0.000073211486],"about_ca_topic_score_codex":0.008979836,"about_ca_topic_score_gemma":0.0012558658,"teacher_disagreement_score":0.245004,"about_ca_system_score_codex":0.00041531678,"about_ca_system_score_gemma":0.0017601155,"threshold_uncertainty_score":0.9983252},"labels":[],"label_agreement":null},{"id":"W4318763809","doi":"10.32920/21992069.v1","title":"Investigating biomedical research literature in the blogosphere: a case study of diabetes and glycated hemoglobin (HbA1c)","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Dalhousie University","keywords":"Blogosphere; Popularity; Trustworthiness; Glycated hemoglobin; Social media; Psychology; The Internet; Medicine; Diabetes mellitus; World Wide Web; Type 2 diabetes; Computer science; Social psychology; Endocrinology","score_opus":0.32278412829320163,"score_gpt":0.5063188363349984,"score_spread":0.18353470804179678,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318763809","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98183846,0.0004977866,2.55547e-7,0.0114982715,0.0017247607,0.0041177454,0.000009089204,0.00006981899,0.00024379682],"genre_scores_gemma":[0.9967655,0.00010232792,0.00029834354,0.00009875835,0.00072967616,0.0019171741,0.00002065903,0.000018319919,0.000049234877],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9927538,0.0043223533,0.0005780687,0.0005042331,0.001277713,0.0005638198],"domain_scores_gemma":[0.9884008,0.010367764,0.00019160027,0.00038489426,0.0004374599,0.00021743811],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01179158,0.00015613947,0.00034226643,0.00028794596,0.0005658711,0.00023560131,0.0005587689,0.0005663501,0.00002470188],"category_scores_gemma":[0.024708718,0.00011804423,0.00003141679,0.0031223323,0.0011350098,0.00007263627,0.00046749334,0.0018916675,0.000004425927],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000016183724,0.00036011884,0.19572254,0.0003619359,0.000018566196,0.00011275809,0.7975281,0.000001363467,0.000010336351,0.00044403595,0.0014808398,0.003957805],"study_design_scores_gemma":[0.00040806475,0.0002330864,0.051629856,0.0007231816,0.00002310961,0.0000051001407,0.9343938,0.00015882563,0.0000058917376,0.011785241,0.00043840762,0.00019543526],"about_ca_topic_score_codex":0.14444315,"about_ca_topic_score_gemma":0.056597784,"teacher_disagreement_score":0.14409266,"about_ca_system_score_codex":0.00021292671,"about_ca_system_score_gemma":0.0013356314,"threshold_uncertainty_score":0.98350656},"labels":[],"label_agreement":null},{"id":"W4318763918","doi":"10.32920/21992078.v1","title":"Enabling Community Through Social Media","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia; Dalhousie University","funders":"University of British Columbia","keywords":"Centrality; Social media; Social network analysis; Social network (sociolinguistics); Set (abstract data type); Perspective (graphical); Online community; Psychology; Sociology; World Wide Web; Computer science; Mathematics; Artificial intelligence","score_opus":0.5752402207825174,"score_gpt":0.5149934156389102,"score_spread":0.06024680514360714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318763918","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.54677314,0.00043579878,0.00046851925,0.09201978,0.16935323,0.0048289667,0.000095031384,0.0040114047,0.18201412],"genre_scores_gemma":[0.95930207,0.0018590569,0.0030833175,0.0010882884,0.03045713,0.0026656091,0.00036289587,0.00012124213,0.0010603918],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9957624,0.0021339157,0.0004215776,0.00028391476,0.00080572825,0.0005924387],"domain_scores_gemma":[0.9876737,0.011219483,0.0002794802,0.00036795015,0.00030204424,0.00015733407],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0035899593,0.00018885708,0.00036659004,0.000105261934,0.0029581066,0.00016662887,0.0009063175,0.0008995336,0.00046873323],"category_scores_gemma":[0.020166248,0.0002186288,0.00014380977,0.0005124289,0.00053604244,0.00013688864,0.0006069713,0.0022373786,0.0004410897],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000035229548,0.0000715479,0.0014616095,0.00015499137,0.00002264204,9.1608797e-7,0.92650515,0.0000025036431,0.0000013181516,0.043774836,0.017400162,0.010600818],"study_design_scores_gemma":[0.00016923799,0.000008877451,0.02791191,0.00014983852,0.000055964523,7.7066744e-8,0.38055643,0.0000052094556,0.000020717907,0.4158463,0.17471199,0.0005634623],"about_ca_topic_score_codex":0.19590046,"about_ca_topic_score_gemma":0.11381882,"teacher_disagreement_score":0.5459487,"about_ca_system_score_codex":0.0008022503,"about_ca_system_score_gemma":0.002217204,"threshold_uncertainty_score":0.9983399},"labels":[],"label_agreement":null},{"id":"W4318767825","doi":"10.32920/21992075","title":"Social Media Content About Children's Pain and Sleep: Content and Network Analysis","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Children's Hospital; Toronto Metropolitan University; University of British Columbia; Izaak Walton Killam Health Centre; Dalhousie University","funders":"Canadian Institutes of Health Research; Nova Scotia Health Research Foundation","keywords":"Social media; Categorization; Content analysis; Psychology; Sleep (system call); Content (measure theory); Computer science; World Wide Web; Sociology","score_opus":0.20852787082296007,"score_gpt":0.3875794889732071,"score_spread":0.17905161815024703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318767825","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9427914,0.0049660103,0.0007032615,0.034718655,0.0114202425,0.00388857,0.00007742743,0.00058403023,0.0008504],"genre_scores_gemma":[0.98413527,0.0036830655,0.0006833721,0.0008217537,0.008916937,0.0011842141,0.00027338014,0.000044788478,0.00025719596],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9957984,0.0014073875,0.00061450264,0.00073917944,0.000725296,0.0007152297],"domain_scores_gemma":[0.99301046,0.005580529,0.0004311401,0.00022673424,0.00029985417,0.00045130283],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0052403007,0.0002933507,0.0008339406,0.00025442027,0.0010830584,0.0002615924,0.0002953663,0.0007142096,0.00011930894],"category_scores_gemma":[0.007045094,0.00029871464,0.00021390658,0.00083605543,0.00073549215,0.00007516276,0.00035103803,0.0006174818,0.000012983918],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015996093,0.00004252216,0.83817565,0.00006915727,0.001091849,0.0000018633502,0.08321474,0.000020758667,3.7369054e-7,0.012889269,0.004478129,0.059999686],"study_design_scores_gemma":[0.0001916931,0.000015238397,0.9802691,0.000050466224,0.0007498578,9.7268625e-8,0.011959918,0.00014929625,3.1722203e-7,0.004835998,0.0014446878,0.00033334122],"about_ca_topic_score_codex":0.0558588,"about_ca_topic_score_gemma":0.07475905,"teacher_disagreement_score":0.14209343,"about_ca_system_score_codex":0.00030890002,"about_ca_system_score_gemma":0.00042335797,"threshold_uncertainty_score":0.9999465},"labels":[],"label_agreement":null},{"id":"W4318767889","doi":"10.32920/21992069","title":"Investigating biomedical research literature in the blogosphere: a case study of diabetes and glycated hemoglobin (HbA1c)","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Dalhousie University","keywords":"Blogosphere; Popularity; Social media; Trustworthiness; Psychology; The Internet; World Wide Web; Computer science; Social psychology","score_opus":0.32278412829320163,"score_gpt":0.5063188363349984,"score_spread":0.18353470804179678,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318767889","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98183846,0.0004977866,2.55547e-7,0.0114982715,0.0017247607,0.0041177454,0.000009089204,0.00006981899,0.00024379682],"genre_scores_gemma":[0.9967655,0.00010232792,0.00029834354,0.00009875835,0.00072967616,0.0019171741,0.00002065903,0.000018319919,0.000049234877],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9927538,0.0043223533,0.0005780687,0.0005042331,0.001277713,0.0005638198],"domain_scores_gemma":[0.9884008,0.010367764,0.00019160027,0.00038489426,0.0004374599,0.00021743811],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01179158,0.00015613947,0.00034226643,0.00028794596,0.0005658711,0.00023560131,0.0005587689,0.0005663501,0.00002470188],"category_scores_gemma":[0.024708718,0.00011804423,0.00003141679,0.0031223323,0.0011350098,0.00007263627,0.00046749334,0.0018916675,0.000004425927],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000016183724,0.00036011884,0.19572254,0.0003619359,0.000018566196,0.00011275809,0.7975281,0.000001363467,0.000010336351,0.00044403595,0.0014808398,0.003957805],"study_design_scores_gemma":[0.00040806475,0.0002330864,0.051629856,0.0007231816,0.00002310961,0.0000051001407,0.9343938,0.00015882563,0.0000058917376,0.011785241,0.00043840762,0.00019543526],"about_ca_topic_score_codex":0.14444315,"about_ca_topic_score_gemma":0.056597784,"teacher_disagreement_score":0.14409266,"about_ca_system_score_codex":0.00021292671,"about_ca_system_score_gemma":0.0013356314,"threshold_uncertainty_score":0.98350656},"labels":[],"label_agreement":null},{"id":"W4318769131","doi":"10.32920/21992078","title":"Enabling Community Through Social Media","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia; Dalhousie University","funders":"University of British Columbia","keywords":"Centrality; Social media; Social network analysis; Social network (sociolinguistics); Set (abstract data type); Perspective (graphical); Online community; Psychology; Sociology; World Wide Web; Computer science; Mathematics; Artificial intelligence","score_opus":0.5752402207825174,"score_gpt":0.5149934156389102,"score_spread":0.06024680514360714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318769131","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.54677314,0.00043579878,0.00046851925,0.09201978,0.16935323,0.0048289667,0.000095031384,0.0040114047,0.18201412],"genre_scores_gemma":[0.95930207,0.0018590569,0.0030833175,0.0010882884,0.03045713,0.0026656091,0.00036289587,0.00012124213,0.0010603918],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9957624,0.0021339157,0.0004215776,0.00028391476,0.00080572825,0.0005924387],"domain_scores_gemma":[0.9876737,0.011219483,0.0002794802,0.00036795015,0.00030204424,0.00015733407],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0035899593,0.00018885708,0.00036659004,0.000105261934,0.0029581066,0.00016662887,0.0009063175,0.0008995336,0.00046873323],"category_scores_gemma":[0.020166248,0.0002186288,0.00014380977,0.0005124289,0.00053604244,0.00013688864,0.0006069713,0.0022373786,0.0004410897],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000035229548,0.0000715479,0.0014616095,0.00015499137,0.00002264204,9.1608797e-7,0.92650515,0.0000025036431,0.0000013181516,0.043774836,0.017400162,0.010600818],"study_design_scores_gemma":[0.00016923799,0.000008877451,0.02791191,0.00014983852,0.000055964523,7.7066744e-8,0.38055643,0.0000052094556,0.000020717907,0.4158463,0.17471199,0.0005634623],"about_ca_topic_score_codex":0.19590046,"about_ca_topic_score_gemma":0.11381882,"teacher_disagreement_score":0.5459487,"about_ca_system_score_codex":0.0008022503,"about_ca_system_score_gemma":0.002217204,"threshold_uncertainty_score":0.9983399},"labels":[],"label_agreement":null},{"id":"W4318960896","doi":"10.1016/j.jagp.2023.01.021","title":"Recruiting for a Randomized Clinical Trial for Late-Life Depression During COVID-19: Outcomes of Provider Referrals Versus Facebook Self-Referrals","year":2023,"lang":"en","type":"article","venue":"American Journal of Geriatric Psychiatry","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto General Hospital; University Health Network; Centre for Addiction and Mental Health; University of Toronto","funders":"Canadian Institutes of Health Research; National Institutes of Health; University of Toronto; Centre for Addiction and Mental Health Foundation; Fondation Brain Canada; Fast Grants; AGE-WELL; Canadian Foundation for Healthcare Improvement; Patient-Centered Outcomes Research Institute; National Institute of Mental Health; Alzheimer's Association","keywords":"Depression (economics); Medicine; Coronavirus disease 2019 (COVID-19); Statistical significance; Randomized controlled trial; Clinical trial; Randomization; Family medicine; Gerontology; Psychology; Internal medicine; Disease","score_opus":0.2328402995017389,"score_gpt":0.5147473414004549,"score_spread":0.28190704189871596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318960896","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9407192,0.0003207503,0.00056568603,0.016595498,0.03267442,0.008834543,0.000019717329,0.00012427274,0.00014594386],"genre_scores_gemma":[0.939369,0.002760733,0.03476811,0.0012281345,0.016832143,0.004706846,0.000015555433,0.0001214464,0.00019799858],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9932353,0.002331322,0.0027118097,0.00035739958,0.0007129912,0.0006511744],"domain_scores_gemma":[0.96443015,0.029179808,0.0048364247,0.00024415186,0.0004949847,0.00081444846],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.014346712,0.00022762349,0.0017329851,0.00047447378,0.00072114234,0.000052311938,0.0005002531,0.00021696802,0.00004363466],"category_scores_gemma":[0.08525509,0.00019422706,0.0010253848,0.0009770866,0.00044219132,0.0002559519,0.00004081594,0.00033488075,0.000005169464],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8680683,0.0006110826,0.06797929,0.00070749567,0.0011897822,0.0000016919707,0.027978353,0.000102967424,0.000017633347,0.00085562235,0.009489777,0.02299805],"study_design_scores_gemma":[0.913427,0.0026762153,0.011532644,0.00016648367,0.0012075872,0.0000024141739,0.038388256,0.000089718975,0.0000113259875,0.004785858,0.02710405,0.00060844433],"about_ca_topic_score_codex":0.00061448815,"about_ca_topic_score_gemma":0.00010562144,"teacher_disagreement_score":0.070908375,"about_ca_system_score_codex":0.00031512923,"about_ca_system_score_gemma":0.0063057547,"threshold_uncertainty_score":0.99932754},"labels":[],"label_agreement":null},{"id":"W4319081823","doi":"10.5489/cuaj.8135","title":"Teste Talk: A trial social media campaign to improve awareness of testicular torsion","year":2023,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Testicular torsion; Social media; Media campaign; Population; Presentation (obstetrics); Psychology; Demographics; Advertising; Medicine; Political science; Sociology; Demography; Surgery; Business; Environmental health","score_opus":0.07649249421866705,"score_gpt":0.34967958851580255,"score_spread":0.2731870942971355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4319081823","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9544293,0.00002667865,0.000016600423,0.032494485,0.011169442,0.00095380633,0.000058915022,0.00008153957,0.0007692005],"genre_scores_gemma":[0.99171525,0.00003156822,0.00012625151,0.0008276759,0.00696633,0.00018722207,0.000020749814,0.000016093178,0.000108866145],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963678,0.0009131311,0.0005768818,0.00023990509,0.0009973759,0.00090488617],"domain_scores_gemma":[0.99367607,0.003745235,0.00050957385,0.000090307054,0.0007530723,0.0012257237],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.004262237,0.00013364297,0.00034242356,0.00039856782,0.0013888817,0.0001154451,0.00035276657,0.0005038277,0.0004227147],"category_scores_gemma":[0.06304556,0.00013313934,0.0001463501,0.001606533,0.000099795194,0.00015642188,0.000025380039,0.00046575363,0.00016351462],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001636593,0.00035511394,0.6456278,0.000042976477,0.00017689462,0.000121369565,0.16299261,0.00008373309,0.0006805588,0.009917295,0.11758072,0.060784332],"study_design_scores_gemma":[0.0070335283,0.00061547087,0.7029525,0.00003274753,0.00009854875,0.0000038133664,0.009506268,0.000054484608,0.000050904735,0.007925452,0.2712022,0.00052407396],"about_ca_topic_score_codex":0.019241348,"about_ca_topic_score_gemma":0.017783742,"teacher_disagreement_score":0.15362148,"about_ca_system_score_codex":0.0024718842,"about_ca_system_score_gemma":0.0038601768,"threshold_uncertainty_score":0.9999112},"labels":[],"label_agreement":null},{"id":"W4319601963","doi":"10.3389/fneph.2023.1110704","title":"The changing landscape in nephrology education in India","year":2023,"lang":"en","type":"review","venue":"Frontiers in Nephrology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Social media; Pace; Nephrology; Medical education; Medicine; Internal medicine; Public relations; Computer science; Political science; World Wide Web; Geography","score_opus":0.06099122815705019,"score_gpt":0.40938237409456313,"score_spread":0.34839114593751297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4319601963","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009507659,0.96287566,0.000005463386,0.002302103,0.029044723,0.0034975347,0.000004117371,0.000058427733,0.0012612104],"genre_scores_gemma":[0.00004530635,0.991009,0.00021762529,0.0006856865,0.0022581033,0.005415398,0.00006668479,0.000052636744,0.00024958284],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9941694,0.002787916,0.00096788176,0.0005328082,0.000250823,0.0012911798],"domain_scores_gemma":[0.9955691,0.003467148,0.0004689382,0.000335217,0.000044232445,0.000115353316],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003876769,0.0002835868,0.0012231267,0.0022039146,0.0003299086,0.00004146201,0.000797431,0.0012735449,0.000027109532],"category_scores_gemma":[0.002903111,0.0002645396,0.00012050398,0.003712536,0.00045657303,0.00011204607,0.000100377365,0.001205208,0.000088949564],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000119452825,0.000054234373,0.011854738,0.000654473,0.000017227314,0.000008596591,0.017764311,8.7385956e-7,4.905896e-9,0.0025239685,0.015063925,0.9520457],"study_design_scores_gemma":[0.00015034527,0.000020713356,0.0065730764,0.00079144776,0.000029891888,0.0000016253359,0.008497685,0.000008762525,2.9430935e-9,0.0033950515,0.980335,0.00019640646],"about_ca_topic_score_codex":0.0035548252,"about_ca_topic_score_gemma":0.025742505,"teacher_disagreement_score":0.96527106,"about_ca_system_score_codex":0.0013802858,"about_ca_system_score_gemma":0.0062741227,"threshold_uncertainty_score":0.9999807},"labels":[],"label_agreement":null},{"id":"W4319788788","doi":"10.1016/j.diii.2023.01.007","title":"The growing role of social media for research and education in radiology","year":2023,"lang":"en","type":"review","venue":"Diagnostic and Interventional Imaging","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; Hamilton General Hospital","funders":"","keywords":"Social media; Altmetrics; Medicine; Radiology; Promotion (chess); Realm; Field (mathematics); Citation; Subspecialty; Medical education; Public relations; Pathology; World Wide Web; Computer science","score_opus":0.28716878199624335,"score_gpt":0.5660330338071238,"score_spread":0.2788642518108804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4319788788","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0004869358,0.9945508,0.0000036774527,0.0014877543,0.0020445709,0.001226244,0.000017696233,0.00000909934,0.00017321955],"genre_scores_gemma":[0.000540743,0.99568635,0.00003778855,0.000010140869,0.0012699714,0.0023098034,0.000069415866,0.000016119873,0.000059687558],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981989,0.0006437361,0.0004642969,0.00019731412,0.0002129463,0.0002828047],"domain_scores_gemma":[0.9428421,0.056655567,0.00018726019,0.000048780475,0.00021088037,0.000055381934],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0036455852,0.0000834603,0.0003433979,0.00024589789,0.00058793626,0.0000561021,0.00015980806,0.0001048155,0.000008108766],"category_scores_gemma":[0.03618943,0.00007291347,0.000098757526,0.0003121349,0.00066489144,0.00014529088,0.00005981773,0.0002428048,0.0000031979826],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000014540382,0.00003111937,0.0004918234,0.0014749708,0.000009790942,1.2386246e-7,0.0033995835,3.5069754e-9,2.4161727e-8,0.11997094,0.0006280746,0.8739921],"study_design_scores_gemma":[0.0000759721,0.000015898522,0.0033924368,0.0057304874,0.000044534914,0.0000013422957,0.015209345,0.000003021193,6.5819044e-8,0.06687309,0.9085733,0.000080492704],"about_ca_topic_score_codex":0.0008819172,"about_ca_topic_score_gemma":0.0006327636,"teacher_disagreement_score":0.9079452,"about_ca_system_score_codex":0.00018042584,"about_ca_system_score_gemma":0.0011154021,"threshold_uncertainty_score":0.97192913},"labels":[],"label_agreement":null},{"id":"W4320065382","doi":"10.2196/42927","title":"Cues Disseminated by Professional Associations That Represent 5 Health Care Professions Across 5 Nations: Lexical Analysis of Tweets","year":2023,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Health care; Professional boundaries; Public relations; Identity (music); Social media; Discourse analysis; Pharmacy; Professional association; Nursing; Psychology; Medicine; Political science; Linguistics","score_opus":0.3033168215459689,"score_gpt":0.6492444255597627,"score_spread":0.3459276040137938,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320065382","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.851152,0.0011190699,0.00004584582,0.14336327,0.0030985738,0.0007007895,0.0000856864,0.000034518023,0.00040025543],"genre_scores_gemma":[0.9957831,0.00156629,0.000049224363,0.00012270325,0.0006740521,0.00015103341,0.00014475895,0.000013028923,0.0014958029],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9869591,0.0036837957,0.001080017,0.00023874022,0.007260703,0.0007776484],"domain_scores_gemma":[0.98301053,0.012939242,0.0007287656,0.00019667228,0.0022260717,0.0008987058],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.020668328,0.00009839602,0.0005304608,0.0011156658,0.00088796736,0.000071589166,0.0010095752,0.00041143748,0.0007789698],"category_scores_gemma":[0.06498771,0.0000793703,0.00023790856,0.0058131055,0.00075877947,0.00021851652,0.0002514482,0.0016144962,0.000020110496],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056304492,0.000665129,0.24517098,0.00012500904,0.0005334059,0.000017211263,0.368955,0.0000030169194,0.000029827537,0.0025837622,0.36698028,0.014880108],"study_design_scores_gemma":[0.00065499643,0.0003436014,0.4681838,0.0014708362,0.00011226739,0.0000018758067,0.46411034,0.00044780172,0.00028906614,0.00065537734,0.063544,0.00018606606],"about_ca_topic_score_codex":0.009301221,"about_ca_topic_score_gemma":0.009905276,"teacher_disagreement_score":0.30343628,"about_ca_system_score_codex":0.0012474534,"about_ca_system_score_gemma":0.004784354,"threshold_uncertainty_score":0.9972959},"labels":[],"label_agreement":null},{"id":"W4320082527","doi":"10.5114/jos.2022.124311","title":"Quality and interaction levels of Instagram posts related to orthodontic #clearaligners","year":2023,"lang":"en","type":"article","venue":"Journal of Stomatology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quality (philosophy); Dentistry; Medicine; Physics","score_opus":0.22587336065243707,"score_gpt":0.5189479668577923,"score_spread":0.29307460620535525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320082527","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9799265,0.000046072244,0.000012351929,0.015650185,0.0037472842,0.00019623821,0.0000012320842,0.000023055929,0.00039707875],"genre_scores_gemma":[0.9992083,0.000093741124,0.00045083504,0.00013122146,0.0000800437,0.0000053890203,3.3263476e-7,0.0000053864774,0.000024762954],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984082,0.0005259356,0.0005743453,0.000074502976,0.0002417204,0.00017528313],"domain_scores_gemma":[0.9976567,0.0013256427,0.0005345005,0.00005674115,0.00027754635,0.00014884902],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020697748,0.000047187466,0.00025798046,0.00029390972,0.00011070925,0.000009709396,0.00010088838,0.00012250624,0.00003415949],"category_scores_gemma":[0.005185017,0.00004631973,0.00004187989,0.000612219,0.00013659259,0.00016197906,0.00001875521,0.00015520185,0.000017137914],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017462035,0.00009739698,0.68799216,0.00012105361,0.00007990559,0.000026717988,0.17944852,0.000022353766,0.0017197087,0.027008388,0.0019849327,0.10132427],"study_design_scores_gemma":[0.00022118624,0.00014209526,0.9734484,0.000053840777,0.000011997257,0.00003167154,0.019238131,0.0000066101566,0.00009588158,0.0023313267,0.0043617706,0.000057098947],"about_ca_topic_score_codex":0.00090699154,"about_ca_topic_score_gemma":0.00049607205,"teacher_disagreement_score":0.28545627,"about_ca_system_score_codex":0.00010821306,"about_ca_system_score_gemma":0.00029114238,"threshold_uncertainty_score":0.62073237},"labels":[],"label_agreement":null},{"id":"W4320507990","doi":"10.2196/42042","title":"Postgraduate-Year-1 Residents’ Perceptions of Social Media and Virtual Applicant Recruitment: Cross-sectional Survey Study","year":2023,"lang":"en","type":"article","venue":"Interactive Journal of Medical Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Social media; Cross-sectional study; Medical education; Perception; Pandemic; Coronavirus disease 2019 (COVID-19); Psychology; Medicine; Computer science; World Wide Web","score_opus":0.49493419713258346,"score_gpt":0.6212292868410956,"score_spread":0.1262950897085121,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320507990","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99181914,0.000030071884,0.000009227621,0.004407004,0.0025809568,0.00085645117,0.000028096738,0.000012415597,0.0002566145],"genre_scores_gemma":[0.9970634,0.00055668416,0.000014142208,0.000019816383,0.0020847614,0.00015464377,0.000008785727,0.0000145095155,0.000083268125],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98746467,0.0047063665,0.0008256621,0.0002315119,0.006280314,0.0004915058],"domain_scores_gemma":[0.9656651,0.030492911,0.000358594,0.00010040815,0.0027752873,0.0006077103],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03256515,0.000093907314,0.00032543147,0.00070865644,0.00075200835,0.000118066986,0.0006205812,0.00022804833,0.0014289772],"category_scores_gemma":[0.10710652,0.00008454219,0.00008657807,0.0014269633,0.0013991989,0.0002934349,0.00020203614,0.0015570215,0.00008059276],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047608238,0.00046703732,0.8793328,0.000011819037,0.0000710422,0.00002411935,0.10471283,2.4276105e-7,0.0000730211,0.0006628708,0.0023630066,0.011805133],"study_design_scores_gemma":[0.00064489676,0.0003899881,0.90996355,0.000048875667,0.0000053469676,0.0000040956934,0.08756422,0.0000059218546,0.0000098563805,0.00069041527,0.000617673,0.000055141114],"about_ca_topic_score_codex":0.0078010126,"about_ca_topic_score_gemma":0.007101147,"teacher_disagreement_score":0.07454137,"about_ca_system_score_codex":0.00061798154,"about_ca_system_score_gemma":0.0025169898,"threshold_uncertainty_score":0.9994838},"labels":[],"label_agreement":null},{"id":"W4320723206","doi":"10.1093/ofid/ofad081","title":"Transplantid.net: A Pilot Crowdsourced, Living, Online Library of Resources for the Teaching and Practice of Transplant Infectious Diseases","year":2023,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Primary care; Medical education; Family medicine","score_opus":0.044419512835621844,"score_gpt":0.36816201206274474,"score_spread":0.3237424992271229,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320723206","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9750053,0.0021874998,0.00012488755,0.008322532,0.0014422529,0.004681795,0.0014547642,0.00038089286,0.0064000296],"genre_scores_gemma":[0.9955677,0.0023370755,0.00007329864,0.00047052605,0.0004087978,0.0008857091,0.00007650864,0.000047063775,0.00013331958],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973873,0.0009731158,0.00047063976,0.0003206286,0.00038469172,0.00046364273],"domain_scores_gemma":[0.9735482,0.025418233,0.0004226039,0.00025281825,0.00010871603,0.00024945138],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0010094908,0.00018937554,0.00037450902,0.00018960805,0.0015773303,0.00020358291,0.0005001084,0.00008864217,0.00007190693],"category_scores_gemma":[0.008869074,0.00016080466,0.00013006355,0.0005952292,0.00051670056,0.00093579135,0.00010711091,0.00020391261,0.0000032392172],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00050832075,0.0014087954,0.9145518,0.0005988527,0.00021072439,0.0000032104072,0.048797768,0.000098748715,0.000040293504,0.008504,0.0038587397,0.021418776],"study_design_scores_gemma":[0.0018955639,0.001586516,0.81102294,0.0010734381,0.0011038533,0.000014414673,0.044984788,0.00020310443,0.000023032908,0.00478502,0.13273045,0.00057690335],"about_ca_topic_score_codex":0.015600475,"about_ca_topic_score_gemma":0.0031505926,"teacher_disagreement_score":0.12887171,"about_ca_system_score_codex":0.00004520545,"about_ca_system_score_gemma":0.00046445188,"threshold_uncertainty_score":0.9997225},"labels":[],"label_agreement":null},{"id":"W4321014036","doi":"10.1016/j.jagp.2022.12.196","title":"Recruiting for a randomized clinical trial for late-life depression during COVID-19: outcomes of provider referrals vs. Facebook self-referrals","year":2023,"lang":"en","type":"article","venue":"American Journal of Geriatric Psychiatry","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; Centre for Addiction and Mental Health; University of Toronto","funders":"National Institute of Mental Health","keywords":"Coronavirus disease 2019 (COVID-19); Depression (economics); Randomized controlled trial; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; MEDLINE; Psychology; Psychiatry; Internal medicine; Virology","score_opus":0.18013345271136555,"score_gpt":0.49901932047588665,"score_spread":0.3188858677645211,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321014036","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9431521,0.00031841596,0.00082184403,0.024528926,0.02095973,0.009952328,0.000021219681,0.00013346308,0.00011196287],"genre_scores_gemma":[0.93620145,0.0029339453,0.03730988,0.002408925,0.015678154,0.00506238,0.000014822875,0.00012543399,0.00026500176],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99260473,0.002575695,0.0030229364,0.0003765161,0.00073790585,0.0006822438],"domain_scores_gemma":[0.9705592,0.022516947,0.0052841483,0.0002538556,0.0005278958,0.0008579709],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.016578987,0.00023952425,0.0019385138,0.0005184889,0.0007532388,0.00005744997,0.0005315325,0.00022822009,0.000047510173],"category_scores_gemma":[0.07591936,0.00020144302,0.0010822504,0.0010214617,0.00046374468,0.00027061062,0.00004292548,0.00035565812,0.0000052859605],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.67339915,0.0009708063,0.22799529,0.0012924823,0.001382711,0.0000025640804,0.044950146,0.0001335255,0.000029494826,0.0011357679,0.019003477,0.02970457],"study_design_scores_gemma":[0.86294115,0.003020572,0.03290083,0.00030801957,0.0014986858,0.000006160611,0.04052852,0.00014228396,0.000019323712,0.011460822,0.046268318,0.0009053089],"about_ca_topic_score_codex":0.0006739928,"about_ca_topic_score_gemma":0.00008819453,"teacher_disagreement_score":0.19509445,"about_ca_system_score_codex":0.00028565104,"about_ca_system_score_gemma":0.006456374,"threshold_uncertainty_score":0.9991761},"labels":[],"label_agreement":null},{"id":"W4321372713","doi":"10.3390/vaccines11020473","title":"Social Media Content on Immunology: Is an Assessment by the Scientific Community Required?","year":2023,"lang":"en","type":"editorial","venue":"Vaccines","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Immunology; Cancer immunotherapy; Content (measure theory); Social media; Tumor immunology; Immunotherapy; Medicine; Computer science; Immune system; World Wide Web","score_opus":0.2775726838431444,"score_gpt":0.48385784402438753,"score_spread":0.20628516018124315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321372713","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.050862648,0.00024283765,6.0158635e-7,0.01905391,0.9274538,0.0011622622,0.00037747517,0.00029668468,0.0005497504],"genre_scores_gemma":[0.009292659,0.00055591186,0.000016865702,0.0002496383,0.98486847,0.0014804055,0.0019282013,0.00009294402,0.0015148771],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9924017,0.0037674552,0.0005880531,0.00052710006,0.0019004523,0.0008152224],"domain_scores_gemma":[0.9686827,0.02857726,0.00062399026,0.0008574387,0.0010538473,0.00020473966],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.007255493,0.00033551705,0.0005255157,0.00020652948,0.007909079,0.0005519453,0.001927596,0.0012671347,0.00018586568],"category_scores_gemma":[0.024132594,0.00027432118,0.00015344097,0.001018346,0.0008240851,0.00024496124,0.00018328559,0.0023810712,0.00021514212],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024527697,0.00016148404,0.0000986862,0.000025515363,0.000040000163,4.4092278e-7,0.09113783,3.229621e-8,0.000017119566,0.00061672495,0.9011705,0.00670715],"study_design_scores_gemma":[0.0002849037,0.00009624539,0.0034060294,0.00005926703,0.000054148695,3.3949256e-8,0.040605992,9.664258e-7,0.000011594879,0.0016183954,0.9536043,0.000258136],"about_ca_topic_score_codex":0.032157544,"about_ca_topic_score_gemma":0.031802252,"teacher_disagreement_score":0.057414666,"about_ca_system_score_codex":0.0011736049,"about_ca_system_score_gemma":0.0030678795,"threshold_uncertainty_score":0.9999709},"labels":[],"label_agreement":null},{"id":"W4321436010","doi":"10.1093/eurjcn/zvad029","title":"Creating a social media strategy for an international cardiothoracic research network: a scoping review","year":2023,"lang":"en","type":"review","venue":"European Journal of Cardiovascular Nursing","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Mentorship; Social media; Public relations; Medicine; Social network analysis; Dissemination; Analytics; Medical education; Political science; World Wide Web; Computer science; Data science","score_opus":0.6560396759451895,"score_gpt":0.5980324281894085,"score_spread":0.05800724775578103,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321436010","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000026346636,0.9752211,0.00070804206,0.0001698104,0.013650694,0.0034831187,0.000011422453,0.00006335522,0.0066897976],"genre_scores_gemma":[0.000013770594,0.9438895,0.0011590398,0.000014470096,0.054510172,0.00015881701,0.000044953576,0.0001971406,0.000012155687],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9737496,0.019978615,0.00195441,0.00048688785,0.002744319,0.0010862065],"domain_scores_gemma":[0.9901925,0.0055030165,0.0014190606,0.0004178866,0.0020264296,0.0004411208],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.07333558,0.00034227493,0.0027719766,0.0005667166,0.0018471137,0.00040299474,0.0013398357,0.00021306824,0.000016344118],"category_scores_gemma":[0.021093596,0.00034457367,0.0031575,0.0016147749,0.00043930125,0.0005375983,0.000069722875,0.0014091831,0.000030895837],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000071048453,0.000021737045,3.8215546e-7,0.020212883,0.000903585,0.000052368992,0.007365282,0.000043467364,6.6884303e-9,0.00019268674,0.0013229911,0.9698775],"study_design_scores_gemma":[0.00013282035,0.00005455413,0.0000061685314,0.39186037,0.0018012467,0.000040011535,0.0016291832,0.000001288218,1.182641e-8,0.00007861197,0.6041848,0.00021089138],"about_ca_topic_score_codex":0.000042278254,"about_ca_topic_score_gemma":0.000021391881,"teacher_disagreement_score":0.9696666,"about_ca_system_score_codex":0.0015315987,"about_ca_system_score_gemma":0.00454524,"threshold_uncertainty_score":0.99990064},"labels":[],"label_agreement":null},{"id":"W4321498477","doi":"10.3389/fpubh.2023.1065368","title":"Impact of #PsychTwitter in promoting global psychiatry: A hashtag analysis study","year":2023,"lang":"en","type":"article","venue":"Frontiers in Public Health","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Psychiatry; Computer science; Medicine; Data science","score_opus":0.12292799078642032,"score_gpt":0.4774779968342814,"score_spread":0.3545500060478611,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321498477","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9624104,0.00011946017,0.0001599119,0.029048208,0.0055887424,0.0021138126,0.000015040484,0.00008682865,0.00045763334],"genre_scores_gemma":[0.9975331,0.0000848795,0.0014595638,0.00017260949,0.00031548092,0.00039352645,0.00001952254,0.000011010681,0.000010350872],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99553496,0.0015820018,0.00080658257,0.00038914802,0.0006484737,0.0010388546],"domain_scores_gemma":[0.99863505,0.00019619986,0.00036791517,0.00028339055,0.00010572001,0.00041172802],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007494527,0.00012876009,0.0005589838,0.0012891043,0.00022082486,0.000052676467,0.0003725106,0.00013124598,0.00004275048],"category_scores_gemma":[0.0024482047,0.00013474269,0.00013432279,0.016314028,0.00012615704,0.0002595589,0.000033379947,0.00024573875,0.000007345434],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000072739313,0.0005039025,0.8712188,0.000027196162,0.000082080136,6.748136e-7,0.098927416,0.000014473411,1.6527402e-8,0.00016774323,0.005388067,0.02366233],"study_design_scores_gemma":[0.00040477884,0.00017224728,0.94639975,0.00002009625,0.00001127892,4.4368814e-8,0.05078792,0.00034962318,5.1573976e-9,0.00091554585,0.0008495898,0.000089108806],"about_ca_topic_score_codex":0.0911075,"about_ca_topic_score_gemma":0.055836547,"teacher_disagreement_score":0.07518093,"about_ca_system_score_codex":0.0027670055,"about_ca_system_score_gemma":0.0067859315,"threshold_uncertainty_score":0.9988447},"labels":[],"label_agreement":null},{"id":"W4321512924","doi":"10.2196/41175","title":"Digital Health Intervention (SANGYAN Podcast) to Enhance Knowledge Related to COVID-19 and Other Health Conditions: Protocol for an Implementation and Evaluation Study","year":2023,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Coronavirus disease 2019 (COVID-19); Protocol (science); Digital health; 2019-20 coronavirus outbreak; Intervention (counseling); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Computer science; Internet privacy; Medicine; World Wide Web; Health care; Alternative medicine; Nursing; Virology; Political science","score_opus":0.715116636499575,"score_gpt":0.7885010469260955,"score_spread":0.07338441042652044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321512924","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.021292659,0.0000018786848,0.00006939794,0.014728797,0.000048657337,0.9634757,0.00007582195,0.00015365226,0.00015345828],"genre_scores_gemma":[0.01616171,3.252533e-7,0.00012562508,0.00036141148,0.00021990719,0.98286486,0.00006766024,0.000030262105,0.00016822199],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9934336,0.0035342884,0.0006490651,0.00061252405,0.0009969219,0.00077362685],"domain_scores_gemma":[0.99654526,0.001202612,0.00021742129,0.00023800175,0.00063615455,0.0011605811],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01923472,0.00012908065,0.00021682809,0.0005983711,0.0018467538,0.00041012655,0.00020259009,0.00007882041,0.00012591132],"category_scores_gemma":[0.004417503,0.00013812863,0.00002704235,0.0017506537,0.00014915649,0.00055173656,0.00010592432,0.00020091071,0.000060277456],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003798839,0.0013937419,0.030487733,0.0015278837,0.000013940366,2.6537126e-7,0.30905837,0.0000031748293,0.000026352673,0.0023441236,0.035486504,0.619278],"study_design_scores_gemma":[0.004033904,0.014559637,0.06512033,0.00096560695,0.0000017157897,5.6291617e-7,0.1524653,0.00008919907,0.000023255569,0.0066597736,0.75582707,0.00025364896],"about_ca_topic_score_codex":0.0034079647,"about_ca_topic_score_gemma":0.016577214,"teacher_disagreement_score":0.72034055,"about_ca_system_score_codex":0.0016768962,"about_ca_system_score_gemma":0.0034269127,"threshold_uncertainty_score":0.9994527},"labels":[],"label_agreement":null},{"id":"W4322098124","doi":"10.2196/39209","title":"Analyzing Discussions Around Rural Health on Twitter During the COVID-19 Pandemic: Social Network Analysis of Twitter Data","year":2023,"lang":"en","type":"article","venue":"JMIR Infodemiology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Active listening; Social media; Pandemic; Coronavirus disease 2019 (COVID-19); Rural area; Health information; Narrative; Microblogging; Sentiment analysis; Social network (sociolinguistics); Health communication; Public relations; Advertising; Sociology; Internet privacy; Psychology; Health care; Political science; Business; Computer science; World Wide Web; Medicine; Artificial intelligence","score_opus":0.3600201946513228,"score_gpt":0.5271314723021117,"score_spread":0.16711127765078887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322098124","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8964925,0.00005440536,0.00012991595,0.100691006,0.0014751558,0.00083898386,0.000034765613,0.00015062635,0.00013265997],"genre_scores_gemma":[0.9889864,0.0002598926,0.00005623297,0.0074815126,0.002425117,0.00044137493,0.00024793146,0.000013595176,0.00008796636],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99541926,0.0022567452,0.00074822607,0.0003805716,0.000335444,0.00085972506],"domain_scores_gemma":[0.99238586,0.0060242172,0.00061708764,0.0006238083,0.00006186115,0.00028713146],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0052729617,0.00015342882,0.000588463,0.00033114373,0.001906224,0.00002877642,0.0008930129,0.0002673018,0.000104007755],"category_scores_gemma":[0.004016318,0.00010945418,0.0001610421,0.003188141,0.000665158,0.0001242653,0.00032646745,0.0004926425,0.000032841563],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029540308,0.000020161178,0.90706533,0.000026320895,0.00014873769,5.173227e-7,0.07100875,0.0017995759,0.0000032487505,0.0012851534,0.017819947,0.0007927393],"study_design_scores_gemma":[0.00017502629,0.00002585303,0.94645417,0.000013499722,0.00010865532,4.273048e-7,0.023677485,0.00069196423,6.513727e-8,0.0021349194,0.026579907,0.00013801485],"about_ca_topic_score_codex":0.010354541,"about_ca_topic_score_gemma":0.0071377265,"teacher_disagreement_score":0.0932095,"about_ca_system_score_codex":0.0006286346,"about_ca_system_score_gemma":0.00080834253,"threshold_uncertainty_score":0.99939317},"labels":[],"label_agreement":null},{"id":"W4322489884","doi":"10.2196/45684","title":"The Use of Social Media for Dissemination of Research Evidence to Health and Social Care Practitioners: Protocol for a Systematic Review","year":2023,"lang":"en","type":"review","venue":"JMIR Research Protocols","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"National Institute for Health and Care Research","keywords":"Social media; PsycINFO; CINAHL; Information Dissemination; Health care; Medical education; MEDLINE; Medicine; Systematic review; Evidence-based practice; Data extraction; Protocol (science); Psychology; Public relations; Nursing; Alternative medicine; World Wide Web; Psychological intervention; Computer science; Political science","score_opus":0.9143723461296347,"score_gpt":0.7934559648791367,"score_spread":0.12091638125049797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322489884","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[2.7974286e-8,0.07255987,0.0000067781175,0.0071228514,0.00004713362,0.9200245,0.00019253591,0.00003740767,0.000008899053],"genre_scores_gemma":[2.4311865e-8,0.16448233,0.00020736222,0.000019815894,0.0009268318,0.8341263,0.000045170073,0.00006814041,0.00012401938],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.97865,0.013689157,0.0021858846,0.0006389797,0.0035932255,0.0012427734],"domain_scores_gemma":[0.86612415,0.12489304,0.0016665548,0.00042338757,0.006588354,0.00030450866],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.041414883,0.00026593695,0.0020589002,0.0006463646,0.0035852531,0.00032077424,0.0010785102,0.0004565407,0.0000075392595],"category_scores_gemma":[0.257274,0.00019670116,0.00036636836,0.003208785,0.0011997505,0.00039307022,0.0002439783,0.0008700367,0.000009895816],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000098084005,0.000074278156,5.241113e-7,0.80522454,0.000022837627,1.1193853e-7,0.04633358,2.6762064e-9,8.66597e-8,0.0040662293,0.04715297,0.09702676],"study_design_scores_gemma":[0.000086281536,0.00033144985,0.0000010729854,0.47495762,0.000014895314,1.1274037e-7,0.0074879727,1.8474798e-7,2.3299388e-7,0.00012465027,0.51691675,0.00007876412],"about_ca_topic_score_codex":0.00027318439,"about_ca_topic_score_gemma":0.00093345705,"teacher_disagreement_score":0.46976382,"about_ca_system_score_codex":0.0019350945,"about_ca_system_score_gemma":0.013153325,"threshold_uncertainty_score":0.99771196},"labels":[{"model":"gemma","categories":["scholarly_communication"],"domain":null,"study_design":"systematic_review","genre":"protocol","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["scholarly_communication"],"domain":null,"study_design":"systematic_review","genre":"protocol","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"}],"label_agreement":"agree"},{"id":"W4322506557","doi":"10.18192/uojm.v12i1.6417","title":"L’utilisation des médias sociaux en éducation médicale : cas de Twitter","year":2023,"lang":"fr","type":"article","venue":"University of Ottawa Journal of Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.19218293143302323,"score_gpt":0.4069995548864952,"score_spread":0.21481662345347197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322506557","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78708845,0.002130544,0.0005380969,0.19960494,0.0074454327,0.00022712736,0.0000031967147,0.000017421016,0.0029447654],"genre_scores_gemma":[0.9782147,0.010409219,0.0014399574,0.00042445268,0.004835084,5.798381e-7,0.000006667588,0.000016004618,0.004653325],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99703705,0.0013016067,0.0004434788,0.00012265498,0.0007342264,0.0003609761],"domain_scores_gemma":[0.9947032,0.0032951196,0.0008361503,0.00010356532,0.00069321494,0.0003687465],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0057769744,0.0001100636,0.00034935167,0.00038293676,0.0004911732,0.0000059903364,0.0003415025,0.0002604033,0.0017299799],"category_scores_gemma":[0.006440485,0.00012480697,0.000114631854,0.0010998067,0.0020216526,0.00035994954,0.000026399191,0.00044706019,0.00006180756],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031486783,0.00016482962,0.1420055,0.0002627103,0.0000910418,0.000050345265,0.64856917,0.000028477332,0.00017386726,0.00544117,0.14409147,0.059089907],"study_design_scores_gemma":[0.0010432329,0.00030294489,0.52110696,0.000667816,0.00025236286,0.000017026474,0.27587762,0.00007358374,0.00004178106,0.004089909,0.19642366,0.00010311283],"about_ca_topic_score_codex":0.0116453,"about_ca_topic_score_gemma":0.001038831,"teacher_disagreement_score":0.37910143,"about_ca_system_score_codex":0.0020101743,"about_ca_system_score_gemma":0.0021103474,"threshold_uncertainty_score":0.9991826},"labels":[],"label_agreement":null},{"id":"W4322627516","doi":"10.1108/oxan-es276383","title":"Canada's federal government deepens TikTok's woes","year":2023,"lang":"en","type":"article","venue":"Emerald expert briefings","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Political science; Business; Philosophy; Linguistics","score_opus":0.06072861240100214,"score_gpt":0.3511410593656552,"score_spread":0.29041244696465307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322627516","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10002052,0.00019087466,0.000008052639,0.89229953,0.003764269,0.0006269883,0.000009054277,0.00027953048,0.002801185],"genre_scores_gemma":[0.38600537,0.0014145701,0.00073069043,0.5927907,0.00801865,0.0019113942,0.00006920226,0.00010664072,0.008952721],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975188,0.00013219177,0.0002518693,0.0002801922,0.0011246605,0.00069230126],"domain_scores_gemma":[0.9986921,0.00067526865,0.00009217305,0.00016923712,0.000070685564,0.00030054027],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044136448,0.00012890437,0.00016885235,0.000025305168,0.0011436414,0.00009485176,0.00025699177,0.00009874041,0.00051741966],"category_scores_gemma":[0.0018317978,0.00014490342,0.000048668313,0.000496131,0.00011908098,0.00016147095,0.00004906925,0.00014578046,0.00012328054],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000046309397,0.000014440698,0.0008258491,0.0000061087185,0.000008235906,0.000006957686,0.027424378,0.0000017080868,0.000074376265,0.0019864407,0.95848525,0.011161654],"study_design_scores_gemma":[0.00011226437,0.00001069736,0.020235488,0.00001624817,0.0000020407829,3.5372273e-7,0.0014402395,0.000014855174,0.00015386789,0.0002711875,0.9775733,0.00016948037],"about_ca_topic_score_codex":0.9979113,"about_ca_topic_score_gemma":0.95370203,"teacher_disagreement_score":0.29950878,"about_ca_system_score_codex":0.0012647208,"about_ca_system_score_gemma":0.0017300289,"threshold_uncertainty_score":0.8796081},"labels":[],"label_agreement":null},{"id":"W4322631559","doi":"10.1101/2023.02.23.23286316","title":"The development and usability testing of two arts-based knowledge translation tools for pediatric anaphylaxis","year":2023,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"University of Alberta","keywords":"Usability; Infographic; Likert scale; Emergency department; Medicine; Knowledge translation; Medical education; Psychology; Computer science; Nursing; Knowledge management; Human–computer interaction","score_opus":0.48266528267514447,"score_gpt":0.482824352473868,"score_spread":0.00015906979872354343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322631559","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9889674,0.00071990635,0.0007456763,0.0016330902,0.0046532266,0.0028837484,0.000015105926,0.0000941154,0.0002877347],"genre_scores_gemma":[0.9821385,0.000088020024,0.013962666,0.000008484192,0.0013049741,0.0024391324,0.000020153751,0.000022291551,0.00001575374],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979763,0.00036717654,0.00060829497,0.0003636066,0.0003545513,0.00033005816],"domain_scores_gemma":[0.96855503,0.030286325,0.00036811706,0.00022687821,0.00044419666,0.000119442935],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00605991,0.00014025907,0.00024230152,0.00010927995,0.00084476994,0.000091518144,0.0002807808,0.00018495873,0.0000036327763],"category_scores_gemma":[0.028965494,0.00012697767,0.00006853346,0.000586907,0.0002470816,0.00006698895,0.00004974036,0.0002329097,0.0000038024482],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010915971,0.00005593806,0.6528267,0.0007887967,0.000009193183,5.8679607e-8,0.04020035,0.00003331392,0.000008619394,0.0003884328,0.000025373745,0.3056523],"study_design_scores_gemma":[0.000318495,0.0000480302,0.9704922,0.00011789137,0.000040516894,2.237596e-8,0.0027261844,0.0006394372,0.00024945708,0.0069058216,0.018183453,0.0002785232],"about_ca_topic_score_codex":0.001007062,"about_ca_topic_score_gemma":0.012326484,"teacher_disagreement_score":0.31766546,"about_ca_system_score_codex":0.00024057286,"about_ca_system_score_gemma":0.002961115,"threshold_uncertainty_score":0.97921395},"labels":[],"label_agreement":null},{"id":"W4322719929","doi":"10.1080/10410236.2023.2185350","title":"Understanding Mental Health Organizations’ Instagram Through Visuals: A Content Analysis","year":2023,"lang":"en","type":"article","venue":"Health Communication","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Royal University","funders":"","keywords":"Mental health; Framing (construction); Content analysis; Psychology; Stigma (botany); Visual literacy; Population; Mental health literacy; Mental image; Social media; Media literacy; Applied psychology; Medicine; Computer science; Sociology; Mental illness; Psychiatry; Pedagogy; Environmental health; World Wide Web; Cognition; Geography","score_opus":0.6496528522816464,"score_gpt":0.534257677324065,"score_spread":0.11539517495758134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322719929","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.070092164,0.0058088014,0.015517263,0.8918438,0.0040555447,0.0071055926,0.00007152637,0.001896966,0.0036083288],"genre_scores_gemma":[0.9545526,0.037255023,0.0022186139,0.00423619,0.00017935222,0.000412719,0.0010080503,0.000028474511,0.00010898899],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9957645,0.002091429,0.000698705,0.00025087578,0.0005885098,0.0006060003],"domain_scores_gemma":[0.9971587,0.0011991361,0.0004884698,0.0005990438,0.00024811103,0.0003065271],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0039216597,0.000116035844,0.00033375647,0.00038447685,0.0042958725,0.00007021861,0.0004215508,0.00010378033,0.000109693814],"category_scores_gemma":[0.0020079932,0.00013741739,0.00006544212,0.008020127,0.00023524388,0.0003568995,0.00008685577,0.00023759647,0.0001245349],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011918747,0.0002387979,0.04869356,0.000114382274,0.00013953683,1.2287887e-7,0.6619196,0.000081124825,0.0000035222224,0.2502874,0.027685318,0.010824727],"study_design_scores_gemma":[0.00086546387,0.00021749639,0.15377885,0.00026834017,0.00007832931,6.047309e-7,0.49152133,0.0023872368,0.000005491309,0.009552154,0.34084082,0.00048389117],"about_ca_topic_score_codex":0.07017682,"about_ca_topic_score_gemma":0.053284958,"teacher_disagreement_score":0.88760763,"about_ca_system_score_codex":0.0042289253,"about_ca_system_score_gemma":0.002505148,"threshold_uncertainty_score":0.9995937},"labels":[],"label_agreement":null},{"id":"W4322764029","doi":"10.3148/cjdpr-2022-036","title":"Evaluation of a Media Training Workshop for Nutrition Students and Trainees in Nova Scotia","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Dietetic Practice and Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Izaak Walton Killam Health Centre; Dalhousie University; St. Francis Xavier University; Acadia University; Mount Saint Vincent University","funders":"Mount Saint Vincent University; Acadia University","keywords":"Nova scotia; Medical education; Practicum; Thematic analysis; Curriculum; Likert scale; Psychology; Medicine; Qualitative research; Pedagogy","score_opus":0.6590865345616923,"score_gpt":0.6103207972551813,"score_spread":0.048765737306511014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322764029","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96813875,0.0022204476,0.0000029749528,0.027747504,0.00078396394,0.0008751415,0.000003769033,0.0000015223392,0.00022593477],"genre_scores_gemma":[0.997859,0.0013015044,0.00029361303,0.000025048048,0.00045998886,0.00004841874,0.0000016447318,0.0000056911185,0.000005069365],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9969839,0.0011383026,0.000275361,0.00008938446,0.0011790353,0.00033400877],"domain_scores_gemma":[0.98696285,0.010774269,0.00014066938,0.000044493903,0.0016734655,0.00040422982],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03190921,0.000038797523,0.00013127876,0.0007200248,0.00022457849,0.00007553071,0.00012723869,0.00008779223,0.000020817997],"category_scores_gemma":[0.11508738,0.00003994057,0.000017352128,0.00089405145,0.000312523,0.00032647426,0.000007254714,0.00028774588,0.000001066546],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000091792586,0.00011208635,0.018986832,0.00019713813,0.000051857176,0.000016956361,0.6923491,0.0000076217602,0.00008293974,0.00081921136,0.0016277408,0.28565675],"study_design_scores_gemma":[0.0017674267,0.0002774872,0.15009885,0.0008841415,0.0001067482,0.0000074525165,0.832026,0.00016047,0.000017849166,0.007906702,0.006655951,0.00009092428],"about_ca_topic_score_codex":0.023336759,"about_ca_topic_score_gemma":0.27171502,"teacher_disagreement_score":0.28556582,"about_ca_system_score_codex":0.0002805202,"about_ca_system_score_gemma":0.005136652,"threshold_uncertainty_score":0.9968532},"labels":[],"label_agreement":null},{"id":"W4323059882","doi":"10.2196/45281","title":"Perceptions on Oral Ulcers From Facebook Page Categories: Observational Study","year":2023,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Social media; Population; Observational study; Medicine; Social network (sociolinguistics); Internet privacy; Psychology; World Wide Web; Computer science; Pathology","score_opus":0.5711260561201534,"score_gpt":0.5891134654673817,"score_spread":0.01798740934722831,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323059882","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9764833,0.0000034267111,0.000005458141,0.00700197,0.0015736372,0.004094504,0.000055549583,0.00018364389,0.010598541],"genre_scores_gemma":[0.9899323,0.000047437115,0.000025271129,0.000087306486,0.00071454304,0.007917052,0.00012931257,0.000015420836,0.0011313522],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9951407,0.0017602374,0.00027501895,0.00024885286,0.0018910747,0.00068411767],"domain_scores_gemma":[0.99358433,0.0053349575,0.00006495568,0.00021631914,0.00055206317,0.0002473529],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0036103416,0.000100141784,0.00015204136,0.00037206712,0.0022829268,0.00014588202,0.00038815645,0.000116032905,0.0016937952],"category_scores_gemma":[0.0025228867,0.00009814376,0.000045706416,0.002024456,0.00049630203,0.00051794597,0.0000861553,0.0005904276,0.0059971367],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003082851,0.0003013639,0.061317064,0.000011367882,0.000020163854,0.0000020660534,0.89167076,0.000005690804,0.00003284066,0.006743781,0.031842005,0.008022062],"study_design_scores_gemma":[0.00019545131,0.0001945657,0.5879623,0.000012861541,0.0000017388415,1.613631e-8,0.37405875,0.000057358273,0.000005963571,0.0037278112,0.033705827,0.00007732677],"about_ca_topic_score_codex":0.014769177,"about_ca_topic_score_gemma":0.0053055687,"teacher_disagreement_score":0.52664524,"about_ca_system_score_codex":0.001012552,"about_ca_system_score_gemma":0.0010924607,"threshold_uncertainty_score":0.9992188},"labels":[],"label_agreement":null},{"id":"W4323351119","doi":"10.1093/jcag/gwac036.068","title":"A68 HOW REAL ARE YOUR SURVEY RESPONDENTS? IDENTIFYING FRAUDULENT RESPONDENTS IN ONLINE SURVEYS – A CASE EXAMPLE IN INFLAMMATORY BOWEL DISEASE (IBD)","year":2023,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; University of Toronto; Mount Sinai Hospital; University of Calgary","funders":"","keywords":"Social media; Medicine; Family medicine; Health care; Internet privacy; Computer science; World Wide Web; Political science","score_opus":0.1133438762901617,"score_gpt":0.3675669149780452,"score_spread":0.25422303868788354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323351119","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97229373,0.000017623866,0.0000020881444,0.022704994,0.0042471364,0.00048289014,0.00023334255,0.0000083798395,0.000009786546],"genre_scores_gemma":[0.99879956,0.00013908306,0.00001966855,0.00034845897,0.00037956994,0.000026553591,0.000024872284,0.000019143929,0.00024310722],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.986367,0.010883143,0.0008970961,0.00019639499,0.0008978846,0.0007584737],"domain_scores_gemma":[0.99481213,0.0017930437,0.0019803816,0.0002142366,0.00063266605,0.0005675605],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02099274,0.00013375466,0.0003837471,0.0013141563,0.00030500186,0.00008106412,0.00054355105,0.00023804011,0.000022686454],"category_scores_gemma":[0.022672286,0.00013890772,0.00013516686,0.0009988496,0.00011881458,0.0003213594,0.00005914919,0.0006086858,0.0000048906977],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026091494,0.00006454016,0.99097306,0.000020531841,0.000027001663,0.0003511465,0.00642194,0.00010220641,0.0000067307496,0.00001333851,0.001657648,0.000100961915],"study_design_scores_gemma":[0.0010090137,0.000054781,0.9933694,0.00011555141,0.000015927288,0.0000074388518,0.0048301914,0.000030718937,6.0219077e-7,0.00015126751,0.0003515091,0.00006362788],"about_ca_topic_score_codex":0.43488204,"about_ca_topic_score_gemma":0.99434906,"teacher_disagreement_score":0.559467,"about_ca_system_score_codex":0.0061848816,"about_ca_system_score_gemma":0.0027099377,"threshold_uncertainty_score":0.9976302},"labels":[],"label_agreement":null},{"id":"W4323357696","doi":"10.1007/s40670-023-01764-5","title":"The #Tweetorial: an Underutilized Teaching Tool in Undergraduate Medical Education?","year":2023,"lang":"en","type":"editorial","venue":"Medical Science Educator","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Bridging (networking); Curriculum; Asynchronous learning; Medical education; Asynchronous communication; Medical school; Computer science; Psychology; Medicine; Teaching method; Mathematics education; Pedagogy; Cooperative learning; Synchronous learning","score_opus":0.05464003072181312,"score_gpt":0.4829890071216464,"score_spread":0.42834897639983327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323357696","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006127419,0.00035026035,0.000009192822,0.097140126,0.8924665,0.0014868617,0.000007038375,0.00030700868,0.0021055925],"genre_scores_gemma":[0.004962714,0.0028779241,0.00016711431,0.0006477716,0.9875681,0.0024332202,0.000080264006,0.000095676805,0.0011672175],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.97445863,0.0030342576,0.0014143657,0.0014744157,0.017205538,0.0024127858],"domain_scores_gemma":[0.9136624,0.076049335,0.0010533544,0.0020169928,0.0015224452,0.0056954795],"candidate_categories":["metaresearch","metaepi_narrow","sts","open_science","research_integrity"],"consensus_categories":["metaresearch","sts","research_integrity"],"category_scores_codex":[0.051107604,0.0004663388,0.0006807204,0.0006122726,0.005390496,0.000948261,0.006087131,0.0021606614,0.00050185143],"category_scores_gemma":[0.6579811,0.0003745921,0.00014597889,0.003690317,0.0066930656,0.00079803105,0.00038666447,0.00464964,0.00036605058],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000012364729,0.00048351754,0.00047878246,0.000026588606,0.0000062844506,0.000004530624,0.010417867,5.7105424e-8,2.44302e-7,0.024374701,0.8156775,0.14851755],"study_design_scores_gemma":[0.00034461127,0.000051096347,0.00039406779,0.00046814792,0.000017657434,5.259173e-7,0.013815517,0.000034550783,3.7787018e-7,0.011635784,0.9728142,0.000423462],"about_ca_topic_score_codex":0.050706316,"about_ca_topic_score_gemma":0.0819077,"teacher_disagreement_score":0.6068735,"about_ca_system_score_codex":0.0048209387,"about_ca_system_score_gemma":0.30921707,"threshold_uncertainty_score":0.9998706},"labels":[],"label_agreement":null},{"id":"W4323539134","doi":"10.1016/j.ajog.2022.12.062","title":"Twitter gynecologic surgery journal club: impact on social media attention and citation scores","year":2023,"lang":"en","type":"article","venue":"American Journal of Obstetrics and Gynecology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Citation; Altmetrics; Social media; Medicine; Journal club; The Internet; Club; Citation analysis; Citation impact; Impact factor; Library science; Medical education; World Wide Web; Computer science","score_opus":0.11827277742535344,"score_gpt":0.39418667135473473,"score_spread":0.27591389392938126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323539134","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98183554,0.00034845085,0.000009851721,0.00699216,0.010585921,0.0001444689,0.000002652941,0.000015550702,0.0000653964],"genre_scores_gemma":[0.9938626,0.0046775606,0.00011243263,0.00032219468,0.0009881993,0.000011461895,0.0000034205098,0.000012475309,0.000009626696],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99757165,0.0008466698,0.00054442015,0.00014038495,0.00046197936,0.00043492272],"domain_scores_gemma":[0.9324852,0.065665826,0.0010573927,0.000046203924,0.0004431054,0.000302244],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002914309,0.00012103751,0.0004420957,0.001003664,0.0006859527,0.00010184103,0.00012029086,0.00013087827,0.0000544397],"category_scores_gemma":[0.06123672,0.00010107751,0.0001289557,0.0015758853,0.00066767656,0.0002099114,0.000022171673,0.0004131847,0.000010423357],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003455091,0.000061182895,0.3953552,0.000008391572,0.00004600273,0.00005499171,0.018694052,0.000006301897,0.000014166268,0.00022858319,0.0066974456,0.5787991],"study_design_scores_gemma":[0.0002886737,0.00047285963,0.9764055,0.0000146190105,0.000032638567,0.000025707675,0.017031498,0.0000073526026,0.0000010538527,0.0023466991,0.003269232,0.00010415226],"about_ca_topic_score_codex":0.00009717551,"about_ca_topic_score_gemma":0.000053462663,"teacher_disagreement_score":0.58105034,"about_ca_system_score_codex":0.00042163345,"about_ca_system_score_gemma":0.00066937105,"threshold_uncertainty_score":0.9466709},"labels":[],"label_agreement":null},{"id":"W4323648376","doi":"10.2196/43115","title":"Mental Health Practitioners’ and Young People’s Experiences of Talking About Social Media During Mental Health Consultations: Qualitative Focus Group and Interview Study","year":2023,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Arts and Humanities Research Council; Economic and Social Research Council; Medical Research Council; National Institute for Health and Care Research","keywords":"Mental health; Focus group; Thematic analysis; Social media; Qualitative research; Psychology; Medicine; Nursing; Psychiatry; Sociology","score_opus":0.2167909239764333,"score_gpt":0.5662384319852617,"score_spread":0.3494475080088284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323648376","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9795196,0.00085276965,0.0000061382925,0.014757202,0.001018564,0.0035432628,0.00007244275,0.000058374422,0.00017161093],"genre_scores_gemma":[0.9941719,0.0026356995,0.00006643637,0.000025551863,0.00018313415,0.0028278157,0.00006360277,0.0000130717735,0.000012787023],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99182945,0.005179268,0.0006426128,0.00029335622,0.0013661535,0.00068913505],"domain_scores_gemma":[0.99581087,0.0030865138,0.00044534108,0.00007910572,0.00029002398,0.0002881444],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.009677271,0.0001287684,0.0003662844,0.0004672668,0.0038682274,0.00012310561,0.00016755893,0.00006484443,0.000047436828],"category_scores_gemma":[0.0018331363,0.0001305836,0.00003335132,0.001689446,0.0010624992,0.0009723109,0.00016516907,0.00036969877,0.000008951266],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003147874,0.00018692519,0.0023465874,0.00025161542,0.000021172125,2.4177803e-7,0.9810463,9.535306e-9,0.00000684164,0.0021592788,0.00088836893,0.013061132],"study_design_scores_gemma":[0.0005875806,0.0003157453,0.13953705,0.0001693544,0.0000012856651,0.0000010427732,0.85854226,0.000008765949,0.000004835685,0.00041367015,0.00033223972,0.00008615441],"about_ca_topic_score_codex":0.0102325035,"about_ca_topic_score_gemma":0.02967395,"teacher_disagreement_score":0.13719046,"about_ca_system_score_codex":0.00080971915,"about_ca_system_score_gemma":0.000787518,"threshold_uncertainty_score":0.9974286},"labels":[],"label_agreement":null},{"id":"W4323911601","doi":"10.2196/44412","title":"A New Podcast for Reducing Stigma Against People Living With Complex Mental Health Issues: Co-design Study","year":2023,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Melbourne School of Psychological Sciences; Paul Ramsay Foundation","keywords":"Mental health; Stigma (botany); Focus group; Psychology; Psychological intervention; Mental health literacy; Mental illness; Applied psychology; Medical education; Medicine; Psychiatry; Sociology","score_opus":0.36834828317094537,"score_gpt":0.5737258293665363,"score_spread":0.2053775461955909,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323911601","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9299392,0.00012832905,0.0012896515,0.03918269,0.0015272486,0.02522258,0.00006347732,0.00045672638,0.0021900875],"genre_scores_gemma":[0.99107325,0.00021696054,0.0020034728,0.00008439158,0.0011542762,0.004729872,0.000069198846,0.000044601846,0.00062395626],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99389,0.0022917078,0.00040988874,0.00035273327,0.0017272953,0.0013284073],"domain_scores_gemma":[0.9927804,0.005788248,0.00018128534,0.00023145428,0.00045368116,0.00056492334],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.009676787,0.00015235807,0.00031866564,0.0004994505,0.004147717,0.00023495081,0.00043282035,0.000075308504,0.00013600057],"category_scores_gemma":[0.0020276913,0.00014224583,0.000045197154,0.0025239515,0.00024201613,0.0005618859,0.00009242367,0.00041589612,0.00020819812],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060731993,0.00023639733,0.0064932653,0.0001244092,0.000022144937,4.9616074e-7,0.8472063,0.000012903793,0.00001374232,0.0003392279,0.11339172,0.032098647],"study_design_scores_gemma":[0.00079594733,0.0019956722,0.16898008,0.00032938752,0.000002322035,4.5159072e-7,0.80410755,0.00067728054,0.000011315544,0.00018050526,0.022722024,0.00019745492],"about_ca_topic_score_codex":0.017630482,"about_ca_topic_score_gemma":0.004970672,"teacher_disagreement_score":0.1624868,"about_ca_system_score_codex":0.0014269907,"about_ca_system_score_gemma":0.003660605,"threshold_uncertainty_score":0.99714875},"labels":[],"label_agreement":null},{"id":"W4324092327","doi":"10.1177/22925503231162026","title":"Invited Discussion: The Battle for the Truth: Social Media Versus Critical Appraisal","year":2023,"lang":"en","type":"article","venue":"Plastic Surgery","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Western University; University of Manitoba","funders":"","keywords":"Battle; Critical appraisal; Social media; Sociology; Psychology; History; Epistemology; Political science; Philosophy; Archaeology; Medicine; Law","score_opus":0.288959241174822,"score_gpt":0.455721069612513,"score_spread":0.166761828437691,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4324092327","genre_codex":"editorial","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"methods","model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09107646,0.000068192094,0.00014947959,0.17259088,0.73566985,0.0001884617,0.000037449918,0.00019421363,0.000025032406],"genre_scores_gemma":[0.97506374,0.00006195895,0.00001955822,0.000042442487,0.023260333,0.0014819994,0.000042173207,0.000026093372,0.0000016867876],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979575,0.00042138464,0.00026316152,0.00019941789,0.00058471266,0.0005737913],"domain_scores_gemma":[0.0055826535,0.9939439,0.00007615869,0.00013506591,0.00011712803,0.00014509367],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0020825623,0.00010187786,0.00017498701,0.00007888458,0.0019105976,0.000088254994,0.0002537674,0.00013444046,0.00014238276],"category_scores_gemma":[0.90328354,0.00005423925,0.0001343627,0.00094482594,0.00080984016,0.00009867073,0.00003896081,0.00018994923,0.000118561504],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035179564,0.000092447975,0.0053595244,0.000067275556,0.000056101653,0.0000038053881,0.11876927,0.000007235821,0.000006278471,0.01588307,0.8017617,0.05764151],"study_design_scores_gemma":[0.000400977,0.000019734402,0.16592571,0.000041545132,0.00012165885,4.0179086e-7,0.08554279,0.0005290768,0.000008061309,0.00049536745,0.7466342,0.00028049608],"about_ca_topic_score_codex":0.00018931829,"about_ca_topic_score_gemma":0.00043354294,"teacher_disagreement_score":0.9935225,"about_ca_system_score_codex":0.0000942531,"about_ca_system_score_gemma":0.00035266046,"threshold_uncertainty_score":0.99938875},"labels":[],"label_agreement":null},{"id":"W4324274096","doi":"10.1136/ebm-2022-ebmlive.40","title":"128 The influence of social networks on knowledge transfer within and between healthcare organizations: a scoping review","year":2022,"lang":"en","type":"review","venue":"Abstracts","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Operationalization; Knowledge management; Social network analysis; Social network (sociolinguistics); PsycINFO; Health care; Knowledge transfer; Organizational network analysis; Context (archaeology); Intervention (counseling); Management science; Data science; Computer science; MEDLINE; Social media; Organizational learning; Medicine; Nursing; World Wide Web; Political science; Engineering","score_opus":0.18968741652249332,"score_gpt":0.4783748106919584,"score_spread":0.2886873941694651,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4324274096","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0004041158,0.9908752,9.3326423e-7,0.001863424,0.001056617,0.005369094,0.000020727832,0.000040222196,0.00036966085],"genre_scores_gemma":[0.002502405,0.994683,0.000008191584,0.0003380712,0.001254468,0.0010935616,0.00006842058,0.000040231695,0.000011630115],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99624765,0.0015352756,0.0010826509,0.0003271543,0.0004597977,0.00034744566],"domain_scores_gemma":[0.9925711,0.0062294086,0.00060725,0.00022146638,0.00021715934,0.00015362827],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0027520726,0.00022914165,0.0010744032,0.00008521573,0.0013366516,0.00003695223,0.00044111398,0.00032297737,0.00010459131],"category_scores_gemma":[0.0041269897,0.00019013631,0.00011208208,0.0015668892,0.00031748056,0.00010629322,0.000042945965,0.0008710992,0.000013632283],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000011824667,0.000045798824,0.00010152246,0.111029804,0.0000439412,7.639821e-7,0.036620535,0.000010130311,3.781075e-9,0.002932602,0.00021816854,0.84899557],"study_design_scores_gemma":[0.000057419737,0.000047162433,0.0014809609,0.18576196,0.0004469693,0.0000011914153,0.00081985927,9.322496e-8,3.9148293e-8,0.00006156762,0.8110522,0.00027054394],"about_ca_topic_score_codex":0.0014559873,"about_ca_topic_score_gemma":0.0013794517,"teacher_disagreement_score":0.848725,"about_ca_system_score_codex":0.0003428585,"about_ca_system_score_gemma":0.0045084488,"threshold_uncertainty_score":0.99996346},"labels":[],"label_agreement":null},{"id":"W4324274097","doi":"10.1136/ebm-2022-ebmlive.45","title":"150 The influence of social networks on knowledge transfer within and between healthcare organizations: a scoping review","year":2022,"lang":"en","type":"review","venue":"Abstracts","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Operationalization; Social network analysis; Knowledge management; Social network (sociolinguistics); PsycINFO; Health care; Knowledge transfer; Context (archaeology); Organizational network analysis; Intervention (counseling); Data science; Management science; Computer science; MEDLINE; Social media; Medicine; Organizational learning; Nursing; World Wide Web; Political science; Engineering","score_opus":0.18499836201170733,"score_gpt":0.47573225313939904,"score_spread":0.2907338911276917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4324274097","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0004078834,0.99088246,9.410411e-7,0.0018695575,0.0010499011,0.005367279,0.00002062523,0.000040252795,0.0003611168],"genre_scores_gemma":[0.0025951606,0.9946061,0.0000082232555,0.00033905994,0.0012537892,0.0010777833,0.000068236004,0.00004025333,0.000011432896],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99624544,0.0015358862,0.0010829915,0.00032738363,0.00045996878,0.00034830126],"domain_scores_gemma":[0.9925639,0.006233689,0.0006075791,0.0002217254,0.00021906159,0.0001540408],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0027571877,0.00022921333,0.0010750697,0.000085524036,0.0013301164,0.000036981477,0.0004415739,0.00032305814,0.00010498088],"category_scores_gemma":[0.0041463324,0.00019020302,0.000112127884,0.0015924163,0.00031777017,0.000106359425,0.000042981486,0.0008717417,0.000013779726],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000011854011,0.000046348476,0.00010155922,0.11246195,0.000044384637,7.636749e-7,0.03766129,0.000010230714,3.9224948e-9,0.003028593,0.000219506,0.84642416],"study_design_scores_gemma":[0.000057196867,0.000047140715,0.0015418486,0.18623152,0.00044787017,0.0000012027017,0.00083896023,9.0566566e-8,3.9013813e-8,0.000061705694,0.8105012,0.00027119965],"about_ca_topic_score_codex":0.0014716722,"about_ca_topic_score_gemma":0.0013948198,"teacher_disagreement_score":0.84615296,"about_ca_system_score_codex":0.00034202315,"about_ca_system_score_gemma":0.004512576,"threshold_uncertainty_score":0.99997},"labels":[],"label_agreement":null},{"id":"W4327500506","doi":"10.1109/snams58071.2022.10062827","title":"Social networking as an eHealth tool: Its usage by Canadian physicians and patients","year":2022,"lang":"en","type":"article","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"eHealth; Social network (sociolinguistics); Health care; Social media; Internet privacy; Public health; Social support; Public relations; Business; Family medicine; Medicine; Computer science; Psychology; World Wide Web; Nursing; Political science","score_opus":0.06934388956534733,"score_gpt":0.38201405153136675,"score_spread":0.31267016196601943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4327500506","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9686294,0.00008262917,9.632772e-7,0.010926267,0.0038556021,0.0008651694,0.000024791465,0.00006018441,0.015554962],"genre_scores_gemma":[0.9925409,0.0000452659,0.000022654269,0.004969467,0.0017036404,0.0003014789,0.00005762206,0.0000148600875,0.00034411627],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980864,0.00051681505,0.00015819514,0.0002241153,0.00044028228,0.00057418866],"domain_scores_gemma":[0.99922097,0.00023416067,0.0000904281,0.00006401009,0.00006598017,0.0003244427],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00069586356,0.00007554466,0.000111673005,0.000058858353,0.0042465692,0.00006528648,0.00017110481,0.0000624196,0.00043209738],"category_scores_gemma":[0.00021489536,0.00009789761,0.000018395838,0.0004190463,0.000087369415,0.00021305615,0.000029103867,0.00019706217,0.000012881279],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013249165,0.00021086824,0.22495517,0.00001696101,0.000009924158,0.0000013061981,0.3031219,0.000002013081,0.0000040187615,0.026647577,0.06731206,0.37770495],"study_design_scores_gemma":[0.00022591361,0.00012924719,0.08121062,0.0000035855696,0.000007546689,9.608241e-8,0.025278393,0.000037795184,0.0000015940653,0.0012584694,0.89163595,0.00021079619],"about_ca_topic_score_codex":0.7105453,"about_ca_topic_score_gemma":0.59785587,"teacher_disagreement_score":0.8243239,"about_ca_system_score_codex":0.0009820933,"about_ca_system_score_gemma":0.0013519843,"threshold_uncertainty_score":0.99704975},"labels":[],"label_agreement":null},{"id":"W4327811456","doi":"10.1136/bmj.p499","title":"TikTok surgery reignites worries over doctors and social media","year":2023,"lang":"en","type":"article","venue":"BMJ","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Social media; Psychology; Medicine; Internet privacy; Political science; Law; Computer science","score_opus":0.21366903083645233,"score_gpt":0.4411361989650364,"score_spread":0.22746716812858409,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4327811456","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9654317,0.00010610823,3.663932e-7,0.020104695,0.008870736,0.00039789008,0.0000065071426,0.00022188992,0.0048601152],"genre_scores_gemma":[0.99086285,0.0002862915,0.00005315563,0.00035061644,0.007670844,0.0003665862,0.000026049333,0.00001583896,0.00036776648],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986946,0.00024317366,0.00020601119,0.00014775859,0.00037713998,0.0003312954],"domain_scores_gemma":[0.99143386,0.008236079,0.00009371177,0.00006542761,0.00006330852,0.00010764304],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001556271,0.00006609979,0.00014410773,0.00012762517,0.00063564186,0.00006096634,0.000074373485,0.00012516107,0.00026392116],"category_scores_gemma":[0.0102139525,0.00007078817,0.000039419883,0.0006421866,0.00033777283,0.00015388701,0.000026421141,0.00008969889,0.00015064476],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000107753085,0.000015809788,0.3727839,0.000045502657,0.00001062285,0.000005228146,0.21133547,8.300205e-8,0.000011331016,0.021018887,0.3496097,0.045152724],"study_design_scores_gemma":[0.00005261194,0.0000027054264,0.70093083,0.000016791573,0.000007360449,1.5779037e-7,0.017653648,0.0000015387359,0.000010484624,0.0055219796,0.2756837,0.0001181799],"about_ca_topic_score_codex":0.0013610794,"about_ca_topic_score_gemma":0.0015397663,"teacher_disagreement_score":0.32814696,"about_ca_system_score_codex":0.000082910185,"about_ca_system_score_gemma":0.00044807253,"threshold_uncertainty_score":0.9981234},"labels":[],"label_agreement":null},{"id":"W4328029093","doi":"10.2196/44413","title":"Cross-sectional Analysis of Dermatologists and Sponsored Content on TikTok","year":2023,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Cross-sectional study; Medicine; Pathology","score_opus":0.2217920397442575,"score_gpt":0.4741823122892198,"score_spread":0.25239027254496227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4328029093","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99312973,0.000059142534,0.000006339278,0.0038520605,0.0013372378,0.0004949788,0.000013912119,0.000115204166,0.000991385],"genre_scores_gemma":[0.99895865,0.00010529459,0.00003575024,0.00025501227,0.00007891663,0.0004181798,0.00003533776,0.0000062038807,0.000106684005],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99846697,0.00038325103,0.0003491531,0.00021901913,0.00026492195,0.00031666766],"domain_scores_gemma":[0.9968489,0.0025649418,0.00017729918,0.00013685317,0.00015030084,0.00012172584],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003942683,0.00007889322,0.00030769006,0.0005416215,0.00030673845,0.000022555932,0.00013659344,0.00023121234,0.00014066786],"category_scores_gemma":[0.0018021899,0.00008187913,0.00008162215,0.0014804413,0.0006900614,0.000067758105,0.000027272805,0.00011307656,0.000078354155],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030566975,0.000027967151,0.9790216,0.00002318681,0.00008388296,0.000009653794,0.005326235,0.000010489375,0.000024820609,0.014469964,0.0004441475,0.0005274951],"study_design_scores_gemma":[0.00016726664,0.000013204303,0.99060494,0.0000040066707,0.00003306234,0.0000069988664,0.0010950277,0.00016244975,0.000070526745,0.0003491839,0.007424839,0.000068496265],"about_ca_topic_score_codex":0.0011937496,"about_ca_topic_score_gemma":0.0009549086,"teacher_disagreement_score":0.014120781,"about_ca_system_score_codex":0.00010365753,"about_ca_system_score_gemma":0.00022543596,"threshold_uncertainty_score":0.33389342},"labels":[],"label_agreement":null},{"id":"W4353055432","doi":"10.1136/bjsports-2022-106672","title":"Getting the message across: the role of technology-enabled knowledge translation in sports medicine research","year":2023,"lang":"en","type":"editorial","venue":"British Journal of Sports Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; BC Children's Hospital","funders":"","keywords":"Sports medicine; Knowledge translation; Translation (biology); Medicine; Computer science; Medical education; Knowledge management; Physical therapy; Biology","score_opus":0.08058967819011582,"score_gpt":0.4481208734946725,"score_spread":0.3675311953045567,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4353055432","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.030518318,0.1115854,0.000002233099,0.028635198,0.8239308,0.0018473978,0.0000149211255,0.000056069443,0.0034096309],"genre_scores_gemma":[0.13427742,0.10522779,0.000035188696,0.000028483943,0.7598207,0.00015254838,0.000036389196,0.00008299449,0.00033849129],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98994166,0.0010102416,0.0023930424,0.00037181767,0.005306803,0.00097646756],"domain_scores_gemma":[0.97337383,0.020490713,0.002225207,0.0003898967,0.003275526,0.0002448355],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.053694624,0.00024879797,0.001136494,0.0008830618,0.0011672475,0.000040959076,0.0013764236,0.0011569663,0.00020766868],"category_scores_gemma":[0.08512156,0.00017850648,0.00012788089,0.004268104,0.0038364942,0.00019278062,0.000077410405,0.0047519095,0.000002577511],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003975085,0.000053155007,0.001294373,0.00014041737,0.000022225682,0.00019742147,0.08623962,0.0000013675709,0.000009347158,0.00009027942,0.33417818,0.5777339],"study_design_scores_gemma":[0.00085862115,0.00010125717,0.013561216,0.01980599,0.000091173024,0.000029359056,0.17988731,0.0000026876423,0.000005430359,0.009292997,0.7762245,0.00013948728],"about_ca_topic_score_codex":0.013703829,"about_ca_topic_score_gemma":0.005674101,"teacher_disagreement_score":0.5775944,"about_ca_system_score_codex":0.0005847308,"about_ca_system_score_gemma":0.0032577284,"threshold_uncertainty_score":0.9988745},"labels":[],"label_agreement":null},{"id":"W4360819542","doi":"10.1016/j.annemergmed.2023.02.011","title":"Digital Impact Factor: A Quality Index for Educational Blogs and Podcasts in Emergency Medicine and Critical Care","year":2023,"lang":"en","type":"article","venue":"Annals of Emergency Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University Medical Centre; University of Saskatchewan; University of Toronto; McMaster University","funders":"Ege Üniversitesi; University of California, San Francisco; University of Toronto; McMaster University; Massachusetts General Hospital","keywords":"Social media; Impact factor; Index (typography); Popularity; Medicine; Quality (philosophy); Psychology; World Wide Web; Computer science; Social psychology","score_opus":0.5250484324069833,"score_gpt":0.6182255795239672,"score_spread":0.09317714711698388,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4360819542","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88881916,0.0055190837,0.000010251023,0.09568203,0.0067195958,0.00085053017,0.0000878671,0.000030603063,0.0022808611],"genre_scores_gemma":[0.9902495,0.0067618783,0.000009160579,0.00006364162,0.0024299545,0.00020566731,0.00007912386,0.000014892729,0.00018614424],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99753785,0.0001757264,0.00091572077,0.00032033614,0.00057030405,0.00048004175],"domain_scores_gemma":[0.9958395,0.0026647928,0.00020956818,0.00014376042,0.0007433618,0.00039901698],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013735436,0.00016029831,0.00040137343,0.0003415857,0.00022505604,0.000003418077,0.00014275876,0.00014534517,0.0018162273],"category_scores_gemma":[0.035688292,0.00013815882,0.000061771585,0.0009883074,0.0005659353,0.00026958392,0.000032036663,0.00013640337,0.000003265743],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004380844,0.000068059104,0.85502833,0.00049915945,0.00001804422,2.5893155e-7,0.106333785,3.1550348e-7,0.000050417973,0.005327279,0.018780204,0.013850329],"study_design_scores_gemma":[0.00033070028,0.00035536548,0.93610096,0.00013701474,0.00001383011,2.0231349e-7,0.0352944,0.000011626727,0.0000027404594,0.019480694,0.008132278,0.00014019535],"about_ca_topic_score_codex":0.010552042,"about_ca_topic_score_gemma":0.0028706416,"teacher_disagreement_score":0.101430364,"about_ca_system_score_codex":0.00004931445,"about_ca_system_score_gemma":0.0003656312,"threshold_uncertainty_score":0.9990963},"labels":[],"label_agreement":null},{"id":"W4360840093","doi":"10.5858/arpa.2022-0349-ed","title":"Knowledge In Knowledge Out: A Next-Generation Platform Intersecting Social Media With Digital Pathology","year":2023,"lang":"en","type":"editorial","venue":"Archives of Pathology & Laboratory Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social media; Digital pathology; Computer science; Pathology; Medicine; Multimedia; Knowledge management; World Wide Web","score_opus":0.12353537285246736,"score_gpt":0.3971254930472935,"score_spread":0.27359012019482615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4360840093","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11271758,0.0019256746,0.00003241384,0.001324179,0.8789615,0.0010479871,0.00027119275,0.00017127173,0.0035482107],"genre_scores_gemma":[0.091994986,0.0011197351,0.00016268718,0.00005999305,0.904436,0.0008374123,0.0010532382,0.00015284933,0.00018311907],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99490297,0.0013302108,0.0012050889,0.0008814482,0.0007134596,0.00096682593],"domain_scores_gemma":[0.96865326,0.028994674,0.0009940639,0.00037466412,0.00067659555,0.00030676858],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0025587531,0.0004992046,0.0013392189,0.0011627509,0.00048539232,0.000032155694,0.00069915596,0.00132482,0.00005302822],"category_scores_gemma":[0.039311465,0.0004690081,0.000098209835,0.0011733599,0.004928285,0.0004699649,0.0001640038,0.0017986785,0.00007599456],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013828503,0.0002094822,0.00047518438,0.00029991005,0.000041771807,0.0002519522,0.72054535,2.992139e-7,0.0005698514,0.0010404933,0.26417238,0.01225504],"study_design_scores_gemma":[0.003637905,0.0010905485,0.0022135281,0.0021805654,0.00021691153,0.000005067688,0.13482454,0.000019993528,0.00006650909,0.002339884,0.8523973,0.0010072108],"about_ca_topic_score_codex":0.00030430875,"about_ca_topic_score_gemma":0.039117645,"teacher_disagreement_score":0.58822495,"about_ca_system_score_codex":0.00047495158,"about_ca_system_score_gemma":0.0051438534,"threshold_uncertainty_score":0.9999717},"labels":[],"label_agreement":null},{"id":"W4360840477","doi":"10.2196/preprints.47245","title":"Patient Experiences and Insights on Chronic Ocular Pain: Social Media Listening Study (Preprint)","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social media; Medicine; Active listening; Chronic pain; Family medicine; Psychology; Physical therapy; Political science","score_opus":0.13435472748214428,"score_gpt":0.3968248468985786,"score_spread":0.26247011941643433,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4360840477","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9758727,0.00045515463,0.0000118600365,0.0019817455,0.01493113,0.0043003997,0.0000023798552,0.00043737635,0.0020072304],"genre_scores_gemma":[0.9886855,0.00039768562,0.00009734214,0.00014105209,0.0032996535,0.007266478,0.00001669747,0.000041642703,0.000053970252],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99441415,0.0020638122,0.00061955064,0.0009912265,0.0013340547,0.0005771982],"domain_scores_gemma":[0.9927955,0.005936506,0.00038558402,0.00036037382,0.00021730216,0.00030472165],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0024422933,0.00031932408,0.0004903075,0.00024151821,0.0014781443,0.0002685926,0.00045073318,0.00051235757,0.0002213564],"category_scores_gemma":[0.011073663,0.0003149199,0.00011064841,0.00041304843,0.0004905402,0.00011219126,0.00055818487,0.0007518313,0.000070656024],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008591363,0.00016482247,0.0037317185,0.000092618655,0.000029159228,0.000007925691,0.9491159,0.000012511141,0.0000012082528,0.0009313796,0.00042433655,0.045479838],"study_design_scores_gemma":[0.0001972787,0.00032764967,0.019063776,0.00022347913,0.000026170994,7.0618384e-8,0.9721351,0.00004142342,0.000019963489,0.0031459152,0.0043922835,0.00042684557],"about_ca_topic_score_codex":0.009166721,"about_ca_topic_score_gemma":0.030335756,"teacher_disagreement_score":0.04505299,"about_ca_system_score_codex":0.0011243578,"about_ca_system_score_gemma":0.0018800815,"threshold_uncertainty_score":0.99993026},"labels":[],"label_agreement":null},{"id":"W4360996764","doi":"10.2196/43548","title":"Advertising Alternative Cancer Treatments and Approaches on Meta Social Media Platforms: Content Analysis","year":2023,"lang":"en","type":"article","venue":"JMIR Infodemiology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Alberta; Simon Fraser University","funders":"Canadian Institutes of Health Research; Public Health Agency; Public Health Agency of Canada","keywords":"Context (archaeology); Social media; Appeal; Advertising; Psychological intervention; Cancer; Medicine; Family medicine; Business; Political science; Nursing; World Wide Web; Internal medicine; Computer science","score_opus":0.6839144682296185,"score_gpt":0.5022190110647964,"score_spread":0.18169545716482216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4360996764","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9919765,0.00021454766,0.000014298846,0.0050415983,0.0012345216,0.00073827663,0.00002663195,0.0001122225,0.0006414037],"genre_scores_gemma":[0.99505705,0.0005564856,0.000076133365,0.00037741853,0.0007339838,0.0030919337,0.00003976352,0.000009263386,0.000057970636],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99837905,0.00029779362,0.0003176264,0.00030956307,0.00025157924,0.00044437495],"domain_scores_gemma":[0.99593925,0.0035347505,0.00022596185,0.00008609809,0.000066830995,0.000147087],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00088285736,0.00013933174,0.00050615857,0.00028411555,0.0005174731,0.000018271092,0.00013956091,0.00022866006,0.00007368266],"category_scores_gemma":[0.0017336057,0.00011593197,0.00014769648,0.0008598509,0.00040117334,0.0001297979,0.0000491245,0.00017623817,0.000022586866],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008282036,0.000087225,0.47287127,0.000020996036,0.0034523797,0.0000033143522,0.42962113,0.00020356294,0.000008685507,0.023280174,0.00048167887,0.069886744],"study_design_scores_gemma":[0.00038133925,0.000046157907,0.9729002,0.000007295041,0.0011941931,1.2626607e-7,0.016907094,0.000922131,0.00001674275,0.0062462166,0.0011970148,0.00018146833],"about_ca_topic_score_codex":0.008455328,"about_ca_topic_score_gemma":0.0070507536,"teacher_disagreement_score":0.50002897,"about_ca_system_score_codex":0.0003823964,"about_ca_system_score_gemma":0.00017190314,"threshold_uncertainty_score":0.9981474},"labels":[],"label_agreement":null},{"id":"W4360998305","doi":"10.2196/40005","title":"Obesity-Related Discourse on Facebook and Instagram Throughout the COVID-19 Pandemic: Comparative Longitudinal Evaluation","year":2023,"lang":"en","type":"article","venue":"JMIR Infodemiology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Cancer Institute","keywords":"Mainstream; Coronavirus disease 2019 (COVID-19); Obesity; Pandemic; Social media; 2019-20 coronavirus outbreak; Medicine; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Demography; Psychology; Political science; Sociology; Internal medicine; Disease; Virology; Infectious disease (medical specialty)","score_opus":0.5273715824091507,"score_gpt":0.6017727707102984,"score_spread":0.07440118830114772,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4360998305","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9646774,0.0000903246,0.000030677413,0.024370342,0.0017968176,0.004262764,0.000007881171,0.00024284357,0.0045209583],"genre_scores_gemma":[0.9935882,0.00024752357,0.000021768183,0.0019907758,0.0003231459,0.0036679218,0.00004016211,0.000007351682,0.00011314678],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99607736,0.0024287736,0.00036148986,0.00031771188,0.0003771074,0.00043752894],"domain_scores_gemma":[0.99175024,0.0074433098,0.00025059844,0.00020091192,0.00013142936,0.0002235384],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0050669517,0.00013682018,0.00027313232,0.00010338121,0.001131065,0.000030400919,0.00023190971,0.0003013976,0.00013169585],"category_scores_gemma":[0.0065598725,0.00010439664,0.000045198103,0.00051566085,0.0013460247,0.00013357545,0.00006909592,0.00043801308,0.000264214],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031489337,0.0000356548,0.7574417,0.000011243848,0.000019252673,6.576522e-7,0.18711531,0.00057157414,0.000005133019,0.04725928,0.0033337045,0.004174991],"study_design_scores_gemma":[0.000634001,0.00013734533,0.8756931,0.000014746564,0.00003782716,0.0000026086893,0.03445352,0.0016062974,0.0000016353171,0.03741366,0.049809262,0.00019598547],"about_ca_topic_score_codex":0.0031154356,"about_ca_topic_score_gemma":0.0042426595,"teacher_disagreement_score":0.1526618,"about_ca_system_score_codex":0.0006002445,"about_ca_system_score_gemma":0.0010188682,"threshold_uncertainty_score":0.86993515},"labels":[],"label_agreement":null},{"id":"W4360998992","doi":"10.1097/acm.0000000000005218","title":"Social Network Analysis in Medical Education","year":2023,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; McGill University; McGill University Health Centre","funders":"","keywords":"Social network analysis; Medical education; MEDLINE; Medicine; Computer science; Political science; World Wide Web; Social media","score_opus":0.13062871235758988,"score_gpt":0.5184978703469076,"score_spread":0.38786915798931776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4360998992","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6386099,0.00087204727,0.00003993816,0.33800122,0.008405234,0.0007736496,4.458397e-7,0.00025411492,0.013043442],"genre_scores_gemma":[0.9734881,0.0026479498,0.000014876205,0.0041182414,0.018460507,0.00045621,0.00006304561,0.000011699658,0.00073937245],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970288,0.00054050924,0.00048579188,0.00024133609,0.0011558401,0.0005477122],"domain_scores_gemma":[0.9973578,0.001967164,0.00014610091,0.00010160274,0.000087016655,0.0003403593],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0057935813,0.00008650286,0.00030328834,0.0005367469,0.00036779867,0.0000043057635,0.00035301526,0.00049409753,0.0011666135],"category_scores_gemma":[0.017969906,0.000085126085,0.00004051822,0.00863027,0.00042577388,0.000094314906,0.000030115581,0.00067013974,0.00014776581],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007930348,0.000011725103,0.4800167,0.000019533483,0.000038078255,0.0000030363267,0.1834368,0.000009736098,0.0000016849914,0.061987787,0.21389467,0.06057231],"study_design_scores_gemma":[0.00038074967,0.000019118543,0.58612806,0.00015316799,0.000163267,4.085801e-7,0.039117146,0.00030207803,4.619419e-7,0.033363868,0.34019423,0.0001774567],"about_ca_topic_score_codex":0.009690707,"about_ca_topic_score_gemma":0.0042071724,"teacher_disagreement_score":0.3348782,"about_ca_system_score_codex":0.00031538447,"about_ca_system_score_gemma":0.002086116,"threshold_uncertainty_score":0.99974644},"labels":[],"label_agreement":null},{"id":"W4361001815","doi":"10.2196/45011","title":"Patient and Caregiver Perceptions of Advanced Bladder Cancer Systemic Treatments: Infodemiology Study Based on Social Media Data","year":2023,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Merck KGaA; Pfizer","keywords":"Social media; Medicine; Perception; Family medicine; Cancer; Internal medicine; Psychology; Political science","score_opus":0.17807573273904398,"score_gpt":0.4859318205350519,"score_spread":0.3078560877960079,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4361001815","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.991619,0.00034044657,0.0000017930367,0.0021280898,0.0031412474,0.0021919077,0.0003568485,0.000079604244,0.00014105556],"genre_scores_gemma":[0.9918097,0.0010344366,0.000013503291,0.00016824345,0.0007733838,0.006078853,0.0000638925,0.000016781009,0.000041200474],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99818397,0.00042600583,0.00029211584,0.00036107455,0.0004124483,0.00032440654],"domain_scores_gemma":[0.99799544,0.0012605098,0.00020924372,0.0002726321,0.00014735982,0.000114794],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032654905,0.0001223041,0.0002773607,0.00013237534,0.00041323403,0.000011031855,0.00020987538,0.00013122353,0.0003124213],"category_scores_gemma":[0.000626978,0.00011660713,0.000029590261,0.0005776592,0.00025602969,0.0001414736,0.000059042115,0.00012395228,0.00001428252],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007251824,0.00024124385,0.3701412,0.000065935405,0.00006199399,0.0000017060834,0.4621194,0.00019284495,0.00003107484,0.00007479696,0.005870145,0.16112714],"study_design_scores_gemma":[0.00088392815,0.00012016044,0.8048167,0.00009437098,0.000081087834,6.494908e-8,0.18858948,0.00015056595,0.0000017242257,0.000029598708,0.0050758375,0.00015648395],"about_ca_topic_score_codex":0.0137195485,"about_ca_topic_score_gemma":0.02159374,"teacher_disagreement_score":0.43467548,"about_ca_system_score_codex":0.00065442675,"about_ca_system_score_gemma":0.0008785388,"threshold_uncertainty_score":0.9962596},"labels":[],"label_agreement":null},{"id":"W4361002794","doi":"10.2196/45707","title":"Using Health-Related Social Media to Understand the Experiences of Adults With Lung Cancer in the Era of Immuno-Oncology and Targeted Therapies: Observational Study","year":2023,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Social media; Lung cancer; Observational study; Disease; Family medicine; Internal medicine; Oncology; Physical therapy; World Wide Web","score_opus":0.24174502994313693,"score_gpt":0.49443165517533993,"score_spread":0.252686625232203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4361002794","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9742082,0.001953996,0.0000014976315,0.020171946,0.0011733344,0.002444206,0.0000122578585,0.00001345381,0.000021149566],"genre_scores_gemma":[0.9967187,0.00037632696,0.000031439387,0.0002512827,0.0002569236,0.00235258,0.0000022335564,0.000007999711,0.0000024851918],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99808097,0.0006455754,0.00035083675,0.00015945875,0.0005053765,0.00025780805],"domain_scores_gemma":[0.9978217,0.0016035553,0.00029363736,0.000081533915,0.00015805589,0.00004154358],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012342826,0.00007884143,0.0002233929,0.00006415355,0.00049682864,0.000014128259,0.00021221078,0.00007063391,0.00009814475],"category_scores_gemma":[0.00024990953,0.00005020401,0.000018262335,0.0015707423,0.00045291404,0.00009452463,0.000019800793,0.00015575017,1.5011894e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009948449,0.000053656306,0.064007424,0.00002664075,0.000021454887,2.7557948e-7,0.9291367,0.000044175908,0.000015729116,0.00026544268,0.00019227843,0.0061367154],"study_design_scores_gemma":[0.00030431355,0.000060723796,0.35890514,0.00005220267,0.00000571153,4.7989904e-8,0.64036983,0.000045470115,0.0000026747907,0.00008053339,0.00013468992,0.000038652815],"about_ca_topic_score_codex":0.044791028,"about_ca_topic_score_gemma":0.103408165,"teacher_disagreement_score":0.2948977,"about_ca_system_score_codex":0.0005095855,"about_ca_system_score_gemma":0.0022564316,"threshold_uncertainty_score":0.9615698},"labels":[],"label_agreement":null},{"id":"W4362468721","doi":"10.2196/41117","title":"Collecting Food and Drink Intake Data With Voice Input: Development, Usability, and Acceptability Study","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"British Heart Foundation; Medical Research Council; National Institute for Health and Care Research","keywords":"Usability; Web application; Computer science; Applied psychology; Medicine; Psychology; World Wide Web; Human–computer interaction","score_opus":0.28624385338839625,"score_gpt":0.4897295490701982,"score_spread":0.20348569568180197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362468721","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9883647,0.00028117365,0.0000046434957,0.006450674,0.00066013716,0.003780834,0.00001741718,0.0001793685,0.00026104177],"genre_scores_gemma":[0.9972629,0.0005603294,0.0007964945,0.00032749196,0.00040360363,0.00058114436,0.000025243482,0.000019169289,0.000023630924],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99669623,0.00073774526,0.0005207324,0.00078927295,0.00048065215,0.00077537546],"domain_scores_gemma":[0.9962008,0.002187318,0.0002375448,0.0004079363,0.00012035182,0.0008460338],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005603604,0.00017619615,0.00034810096,0.00015771689,0.0025684498,0.00012359579,0.00025237113,0.00012808038,0.000016849819],"category_scores_gemma":[0.002227838,0.00016608911,0.0000068572886,0.0012694815,0.00041860508,0.00037611526,0.00028239843,0.00035661244,0.0000054563848],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042805033,0.0001240495,0.79727256,0.00054490915,0.0000074025324,5.0414667e-7,0.12185911,5.783569e-8,1.4790736e-7,0.000104255654,0.00017621905,0.07986797],"study_design_scores_gemma":[0.0005694907,0.0004202063,0.927017,0.000025054138,0.00001807386,0.0000015105314,0.060644653,0.00002584951,4.585886e-7,0.0002198161,0.010911981,0.00014591852],"about_ca_topic_score_codex":0.010669296,"about_ca_topic_score_gemma":0.09698322,"teacher_disagreement_score":0.12974441,"about_ca_system_score_codex":0.00031666525,"about_ca_system_score_gemma":0.003122997,"threshold_uncertainty_score":0.99873006},"labels":[],"label_agreement":null},{"id":"W4362519190","doi":"10.24908/iqurcp16342","title":"The Creation of the Ol Medical Colouring Book","year":2023,"lang":"en","type":"article","venue":"Inquiry Queen s Undergraduate Research Conference Proceedings","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Presentation (obstetrics); Disinformation; Library science; Queen (butterfly); History; Computer science; World Wide Web; Medicine; Social media","score_opus":0.23450757934342378,"score_gpt":0.48773619230919446,"score_spread":0.2532286129657707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362519190","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35208085,0.0001463511,0.000025844141,0.62348473,0.0029156462,0.0026950405,0.0000019190297,0.00021869242,0.018430913],"genre_scores_gemma":[0.98997474,0.0056197597,0.000015229864,0.00013233726,0.001046128,0.0010062514,0.0000018550652,0.00001903991,0.0021846527],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99392784,0.00060284376,0.00044984365,0.000320218,0.0037223378,0.0009769124],"domain_scores_gemma":[0.9908854,0.0060144076,0.00022780581,0.0002206202,0.0022920414,0.00035972672],"candidate_categories":["metaresearch","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.011259072,0.00011675033,0.00017995617,0.00020639453,0.002986181,0.0002904448,0.0013556246,0.0002390625,0.000071252165],"category_scores_gemma":[0.03810602,0.00007950115,0.00007185527,0.0025874495,0.0038602778,0.00037645784,0.00032041268,0.00083233294,0.000111168454],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049032886,0.0000633784,0.0344433,0.00015809729,0.000034557946,0.000001649521,0.11919229,7.556629e-7,0.00020659708,0.7344808,0.0637193,0.047650274],"study_design_scores_gemma":[0.00053916837,0.0001785366,0.047785737,0.00087645504,0.00002140757,0.0000020773275,0.13860084,0.001010797,0.0015602858,0.27532184,0.53375536,0.0003474626],"about_ca_topic_score_codex":0.0054652775,"about_ca_topic_score_gemma":0.0009338723,"teacher_disagreement_score":0.6378939,"about_ca_system_score_codex":0.00046922188,"about_ca_system_score_gemma":0.004300669,"threshold_uncertainty_score":0.99885064},"labels":[],"label_agreement":null},{"id":"W4362706211","doi":"10.1016/j.jmig.2023.04.002","title":"Twitter Gynecologic Surgery Journal Club: Impact on Citation Scores and Social Media Attention","year":2023,"lang":"en","type":"article","venue":"Journal of Minimally Invasive Gynecology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Citation; Social media; Altmetrics; Medicine; Club; Journal club; Propensity score matching; Citation analysis; Library science; Medical education; Surgery; World Wide Web; Computer science","score_opus":0.1419049773490698,"score_gpt":0.3917570500239992,"score_spread":0.2498520726749294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362706211","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9693398,0.00011955467,0.0000034611319,0.018550305,0.011425339,0.00031717954,0.000004709571,0.000028426106,0.0002112587],"genre_scores_gemma":[0.9936722,0.0015398586,0.00015419036,0.00076760625,0.0037691444,0.000039441165,0.000010470888,0.000021677955,0.000025401527],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99593294,0.0015526857,0.00094733975,0.00019334663,0.00073477766,0.00063893705],"domain_scores_gemma":[0.9498678,0.047224656,0.0015335906,0.00006923906,0.0009998668,0.0003048881],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0047459076,0.0001850252,0.00056021666,0.0010481435,0.00089633075,0.000119619355,0.0002527912,0.00039431604,0.000401012],"category_scores_gemma":[0.047783326,0.00015897758,0.00030000688,0.00069696753,0.00048490887,0.00042468915,0.000036052417,0.0006427894,0.000097253265],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005288771,0.0003521988,0.68122023,0.00008341379,0.0002691801,0.0004114944,0.11450993,0.000028608829,0.0013226839,0.0006527434,0.14757174,0.05304888],"study_design_scores_gemma":[0.00053849345,0.0005694637,0.9746615,0.000051264204,0.000056999237,0.00006541251,0.01715804,0.0000017986011,0.000027419726,0.004753342,0.001967605,0.00014866036],"about_ca_topic_score_codex":0.000054152188,"about_ca_topic_score_gemma":0.00097003515,"teacher_disagreement_score":0.29344127,"about_ca_system_score_codex":0.00084057025,"about_ca_system_score_gemma":0.0027331298,"threshold_uncertainty_score":0.9602376},"labels":[],"label_agreement":null},{"id":"W4364322966","doi":"10.2196/45554","title":"TikTok and #OccupationalTherapy: Cross-sectional Study","year":2023,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Occupational therapy; Medicine; Psychological intervention; Intervention (counseling); Content analysis; Scope of practice; Psychology; Family medicine; Nursing; Psychiatry; Health care","score_opus":0.37968992330959755,"score_gpt":0.6274601258919652,"score_spread":0.24777020258236765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4364322966","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99069524,0.000028749184,0.0000028854297,0.0017016457,0.0013095031,0.0019693484,0.000008733812,0.000107818414,0.004176077],"genre_scores_gemma":[0.99588734,0.0001077054,0.000013456436,0.000029112718,0.00073216483,0.0027349845,0.000014764056,0.000008681497,0.00047177423],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966873,0.0009864962,0.0002250954,0.00018358165,0.0014264599,0.0004910512],"domain_scores_gemma":[0.9955206,0.003522446,0.00005163301,0.00010426294,0.0006147665,0.00018632482],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0066866204,0.00005795345,0.00008579182,0.00037582047,0.0021483065,0.00019378575,0.00018034581,0.000087477594,0.00027618266],"category_scores_gemma":[0.0018025904,0.000057182107,0.000020309328,0.0016752533,0.0005295045,0.00046987773,0.0000673169,0.00034565257,0.00067418517],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020614081,0.000106381034,0.7864277,0.000015199513,0.000006971534,5.960164e-7,0.20043746,6.4167597e-7,0.0000027974809,0.004946937,0.0021848083,0.005849922],"study_design_scores_gemma":[0.00022765825,0.00014260985,0.94841444,0.0000046885143,3.3910968e-7,1.6002528e-7,0.027880313,0.000033247336,0.0000025368868,0.0036590092,0.019582944,0.000052049225],"about_ca_topic_score_codex":0.0025233263,"about_ca_topic_score_gemma":0.00069591496,"teacher_disagreement_score":0.17255715,"about_ca_system_score_codex":0.00036451337,"about_ca_system_score_gemma":0.00065766135,"threshold_uncertainty_score":0.99915075},"labels":[],"label_agreement":null},{"id":"W4364375790","doi":"10.32920/14753916","title":"From early detection to rehabilitation in community: Reading beyond the blog testimonies of survivors' quality of life and prostate cancer representation","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre de Santé et de Services Sociaux de la Montagne; Ministère de la Santé et des Services Sociaux (Québec); Université du Québec à Montréal; Toronto Metropolitan University","funders":"","keywords":"Representation (politics); Prostate cancer; Quality of life (healthcare); Reading (process); Salient; Rehabilitation; Gerontology; Psychology; Disease; Cancer; Medicine; Physical therapy; Psychotherapist; Computer science; Artificial intelligence; Internal medicine; Political science","score_opus":0.18875989223466738,"score_gpt":0.474768512579993,"score_spread":0.2860086203453256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4364375790","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98488283,0.00009523578,0.000058046415,0.009688964,0.0024551244,0.0025486727,0.00006213027,0.000053450647,0.00015551965],"genre_scores_gemma":[0.99713767,0.00022677195,0.0008195967,0.000043110398,0.00022819897,0.0014774668,0.00002286744,0.00001441303,0.000029910561],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99475324,0.003528592,0.00079239893,0.0002606093,0.0004712266,0.00019390238],"domain_scores_gemma":[0.97833323,0.020137673,0.00062414305,0.00037039543,0.00044855115,0.00008600613],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0061541256,0.00011018683,0.0003605992,0.00020771942,0.0003250052,0.00004397104,0.00022936318,0.00022808003,0.000010286537],"category_scores_gemma":[0.030771533,0.00010380056,0.000042111074,0.0007534364,0.0004102263,0.00012554416,0.00020894074,0.0004976798,0.0000012780602],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044934615,0.000029398057,0.57990324,0.00018029106,0.000011007021,1.3468174e-8,0.4140897,0.00011223385,0.00024466467,0.00033022367,0.000017675937,0.005036586],"study_design_scores_gemma":[0.000083658844,0.00004465177,0.8043356,0.00015530319,0.000010885926,2.8533609e-9,0.1525637,0.00003108959,0.00021755237,0.042470098,0.00001060215,0.00007687463],"about_ca_topic_score_codex":0.96749586,"about_ca_topic_score_gemma":0.7464637,"teacher_disagreement_score":0.261526,"about_ca_system_score_codex":0.00031976908,"about_ca_system_score_gemma":0.00058997906,"threshold_uncertainty_score":0.9773927},"labels":[],"label_agreement":null},{"id":"W4365444549","doi":"10.2196/preprints.47977","title":"Use of Peer-Led Web-Based Platforms for Peer-Assisted Learning Among Canadian Anesthesia Residents and Fellows: Cross-Sectional Study (Preprint)","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social media; Specialty; Medicine; Medical education; Cross-sectional study; Mobile apps; Descriptive statistics; Preprint; Mobile device; Family medicine; World Wide Web; Computer science","score_opus":0.19457123911671312,"score_gpt":0.42090710078663557,"score_spread":0.22633586166992245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4365444549","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9870564,0.000009474348,0.0000229442,0.0020931384,0.003541501,0.006802503,0.000031770145,0.00025598618,0.00018630068],"genre_scores_gemma":[0.99045205,0.00001571852,0.00081273116,0.000057078658,0.00055010704,0.0027476193,0.00019344767,0.00006471112,0.005106531],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9955795,0.00035185236,0.0009091692,0.0008561199,0.0016096425,0.0006937385],"domain_scores_gemma":[0.991168,0.0051619355,0.00062746555,0.0003977346,0.0020041384,0.00064070284],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0059806104,0.000298052,0.00051959464,0.0006010753,0.0013589299,0.0005945488,0.0004716063,0.000783074,0.00017470663],"category_scores_gemma":[0.027421894,0.00032802531,0.00017232937,0.00046354427,0.00047610476,0.00028086445,0.000120453245,0.00077890645,0.000017095235],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005447497,0.000104126215,0.9817019,0.00018714034,0.000054844415,0.0000057658426,0.01571647,0.0011698658,0.0000030607312,0.00013107478,0.00050246686,0.00036877327],"study_design_scores_gemma":[0.00056131347,0.00010592059,0.98619384,0.00010321033,0.00003978269,4.4501107e-7,0.010387286,0.00074786384,0.000012171136,0.00041348106,0.0011384354,0.000296249],"about_ca_topic_score_codex":0.93392634,"about_ca_topic_score_gemma":0.9440369,"teacher_disagreement_score":0.021441285,"about_ca_system_score_codex":0.0014085114,"about_ca_system_score_gemma":0.007587736,"threshold_uncertainty_score":0.9999412},"labels":[],"label_agreement":null},{"id":"W4365509792","doi":"10.2196/42609","title":"Use of Social Media for Patient Education in Dermatology: Narrative Review","year":2023,"lang":"en","type":"review","venue":"JMIR Dermatology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Social media; Infographic; Narrative; Patient education; Subject (documents); Medical education; Promotion (chess); Health care; Dermatology; Medicine; Psychology; Public relations; Family medicine; Political science; Computer science; World Wide Web","score_opus":0.26879299263070944,"score_gpt":0.5238617041061039,"score_spread":0.25506871147539445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4365509792","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00020047036,0.9776158,0.000001473571,0.0040810797,0.0066047,0.011203407,0.0000630417,0.00007984357,0.00015019266],"genre_scores_gemma":[0.000018922452,0.97282845,0.00019879552,0.000361678,0.0004589959,0.025618117,0.00043033806,0.000055394983,0.000029309074],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99450904,0.002409434,0.0016898742,0.0004475752,0.0003292101,0.0006148599],"domain_scores_gemma":[0.98667675,0.0109886,0.0015321304,0.00024373278,0.00041635893,0.0001424456],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004427839,0.00032205146,0.0025188846,0.00056136155,0.00030673933,0.000017529226,0.00038891268,0.0010475304,0.000050988387],"category_scores_gemma":[0.01083559,0.00033224645,0.00037702775,0.0013632465,0.000495189,0.00018036652,0.000060374237,0.00044329878,0.00007454371],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000046508308,0.00012783328,0.000050505947,0.07591256,0.000039062343,0.000004539009,0.069424145,1.0304257e-8,1.0969939e-8,0.0077038654,0.06755011,0.77918273],"study_design_scores_gemma":[0.00005777187,0.000009122942,0.000035398712,0.015938774,0.0001617639,0.000021034935,0.0048207785,2.7961468e-7,2.1095603e-7,0.0005250123,0.97819245,0.00023742909],"about_ca_topic_score_codex":0.00047299292,"about_ca_topic_score_gemma":0.0034531872,"teacher_disagreement_score":0.9106423,"about_ca_system_score_codex":0.0007283709,"about_ca_system_score_gemma":0.010740151,"threshold_uncertainty_score":0.999913},"labels":[],"label_agreement":null},{"id":"W4365811132","doi":"10.1007/s40120-023-00472-x","title":"Understanding Barriers Along the Patient Journey in Alzheimer’s Disease Using Social Media Data","year":2023,"lang":"en","type":"article","venue":"Neurology and Therapy","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre","funders":"National Institute on Aging; Eisai Incorporated; Eisai","keywords":"Social media; Medicine; Stakeholder; Disease; Anxiety; Health care; Family medicine; Psychiatry; Public relations; World Wide Web; Pathology; Political science","score_opus":0.5508424590705465,"score_gpt":0.4467249856737546,"score_spread":0.10411747339679189,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4365811132","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95378876,0.0009144232,0.000004353265,0.041401174,0.0033858763,0.00039072678,0.000009488458,0.00003898468,0.00006623745],"genre_scores_gemma":[0.9946904,0.0020777073,0.0000036005547,0.0024980402,0.00067144976,0.000038316197,0.000010724423,0.000009411406,3.0437502e-7],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983571,0.0007933938,0.0001446497,0.00020351236,0.00019480503,0.0003065194],"domain_scores_gemma":[0.99749535,0.0021289994,0.00006994335,0.00013922276,0.000019367648,0.00014711448],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00097057846,0.00006481848,0.00009346865,0.000080526,0.0011267168,0.00003093845,0.00022989234,0.00009632824,0.000048051148],"category_scores_gemma":[0.0015180628,0.00005454849,0.000015127899,0.0004147821,0.00045439752,0.00013560452,0.000048593207,0.00022800389,0.0000033001854],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035666642,0.000042221403,0.5792614,0.000005213063,0.00004143612,0.00004590835,0.3545995,0.000028608996,0.000013946323,0.017536573,0.0032647036,0.04480379],"study_design_scores_gemma":[0.0011117293,0.00008893918,0.83732426,0.000014710836,0.00005161613,0.0000020303587,0.048719645,0.0016409026,0.0000034729385,0.04777369,0.06296589,0.00030310734],"about_ca_topic_score_codex":0.0010910629,"about_ca_topic_score_gemma":0.0028699206,"teacher_disagreement_score":0.30587986,"about_ca_system_score_codex":0.000032783926,"about_ca_system_score_gemma":0.00039160516,"threshold_uncertainty_score":0.8665909},"labels":[],"label_agreement":null},{"id":"W4366121806","doi":"10.2196/44754","title":"The Digital Impact of Neurosurgery Awareness Month: Retrospective Infodemiology Study","year":2023,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Influencer marketing; Neurosurgery; Social media; Context (archaeology); Computer science; Medicine; World Wide Web; Business; Geography; Marketing; Surgery","score_opus":0.26365430574651644,"score_gpt":0.5723292144271643,"score_spread":0.3086749086806479,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366121806","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9917233,0.000026306381,0.0000013267957,0.0012081827,0.0014193913,0.0020104016,0.000025861615,0.000070954746,0.0035142794],"genre_scores_gemma":[0.99788743,0.00015132227,5.1828226e-7,0.0000039982815,0.0003070787,0.0015232423,0.0000071998593,0.0000108095555,0.00010837779],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99554867,0.0018952439,0.00039276335,0.00017516468,0.0011729831,0.00081515295],"domain_scores_gemma":[0.98314923,0.015364475,0.00016779799,0.00026249347,0.0008855517,0.00017044898],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.007299643,0.00008755672,0.00022912903,0.00039400999,0.0017511272,0.000120454606,0.0004559509,0.000098272045,0.000024829902],"category_scores_gemma":[0.019636633,0.000060626124,0.000099967314,0.0037497047,0.0010743882,0.0004894498,0.00016252023,0.00051544385,0.00014358912],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043290755,0.000120392186,0.80547607,0.00000800374,0.000018337201,0.0000011780296,0.18085858,0.0000039869324,0.0000021486005,0.0010491135,0.004862375,0.007556551],"study_design_scores_gemma":[0.00011586317,0.00047145796,0.9259384,0.000009586515,9.602735e-7,1.3218177e-7,0.069493085,0.0000532627,0.0000026025546,0.0022528898,0.001610781,0.000050933773],"about_ca_topic_score_codex":0.0075007286,"about_ca_topic_score_gemma":0.00082551886,"teacher_disagreement_score":0.120462395,"about_ca_system_score_codex":0.0007770097,"about_ca_system_score_gemma":0.0015630396,"threshold_uncertainty_score":0.99954844},"labels":[],"label_agreement":null},{"id":"W4366128182","doi":"10.2196/42097","title":"Cervical Myelopathy and Social Media: Mixed Methods Analysis","year":2023,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; Université de Montréal; McGill University","funders":"","keywords":"Social media; Categorization; Myelopathy; Medicine; Computer science; World Wide Web; Artificial intelligence","score_opus":0.33866819660090114,"score_gpt":0.6116366419831428,"score_spread":0.2729684453822417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366128182","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8399269,0.00061995175,0.00071873126,0.15239891,0.005416421,0.00022072345,0.0000018700941,0.00003741406,0.00065907824],"genre_scores_gemma":[0.98887455,0.0026075593,0.0013132419,0.00019105121,0.0067722816,0.00005113984,0.000005111588,0.0000160811,0.00016894947],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9875985,0.005735698,0.000696245,0.00020238452,0.0050960006,0.00067118765],"domain_scores_gemma":[0.97307557,0.024639178,0.00022246862,0.00010579205,0.0010162259,0.0009407445],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.054895356,0.00008559331,0.0004500344,0.0012803525,0.0003633482,0.00013418955,0.0008682652,0.00045970848,0.0015370114],"category_scores_gemma":[0.07313386,0.000072009076,0.00018033922,0.0037200232,0.001187026,0.00014987135,0.00024902943,0.0016657161,0.000068561814],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000088045905,0.00015053805,0.018791508,0.0000784713,0.00041049306,0.00017870529,0.26360634,3.637595e-7,0.000022842965,0.013413463,0.06635761,0.6369016],"study_design_scores_gemma":[0.00092479115,0.00024962414,0.3677113,0.00015324885,0.0002760558,0.00001947624,0.150893,0.001245713,0.00010175156,0.011658747,0.46650994,0.00025636327],"about_ca_topic_score_codex":0.0021878807,"about_ca_topic_score_gemma":0.0033650997,"teacher_disagreement_score":0.63664526,"about_ca_system_score_codex":0.00033160532,"about_ca_system_score_gemma":0.0015433994,"threshold_uncertainty_score":0.9993757},"labels":[],"label_agreement":null},{"id":"W4366141375","doi":"10.1097/01.xcs.0000933132.18225.6b","title":"Evaluating YouTube as a Source Of Patient Education for Patients Undergoing Surgery","year":2023,"lang":"en","type":"article","venue":"Journal of the American College of Surgeons","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; University of Toronto; University of Ottawa","funders":"","keywords":"Medicine; General surgery","score_opus":0.08520558516507513,"score_gpt":0.4067082337184575,"score_spread":0.32150264855338234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366141375","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9892885,0.00004195416,0.000007704795,0.0045836275,0.005192911,0.00070955337,0.000017455639,0.000009405067,0.00014890324],"genre_scores_gemma":[0.9987904,0.00016565366,0.0004955481,0.00011926489,0.0002674674,0.00006305742,0.0000018183638,0.000015720745,0.000081088125],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99736947,0.0006055629,0.00081797194,0.00009504964,0.00084814895,0.00026376915],"domain_scores_gemma":[0.9812862,0.014183745,0.0029819752,0.00015620369,0.0012632996,0.00012852065],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0024691815,0.000080521146,0.00039676906,0.00030856507,0.0003633907,0.000007927843,0.00024365813,0.000036403904,0.000013814091],"category_scores_gemma":[0.03891104,0.00006772569,0.0002964295,0.0017197323,0.00032399615,0.00012724863,0.00003694369,0.000105636595,0.000001795738],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022167651,0.00056132535,0.84097326,0.00015455882,0.00008809893,3.4381728e-7,0.02685185,0.00020032137,0.00009752047,0.0007421541,0.014846322,0.11526257],"study_design_scores_gemma":[0.00076990033,0.0018969919,0.6547174,0.0019394548,0.00032045966,0.0000059517033,0.30071992,0.0001310012,0.0009168453,0.0076345643,0.030505689,0.0004418627],"about_ca_topic_score_codex":0.0036529237,"about_ca_topic_score_gemma":0.0004627284,"teacher_disagreement_score":0.27386805,"about_ca_system_score_codex":0.0002997125,"about_ca_system_score_gemma":0.006996219,"threshold_uncertainty_score":0.9986332},"labels":[],"label_agreement":null},{"id":"W4366578495","doi":"10.2196/39451","title":"Patient Engagement With the Myderma Platform for Psoriasis During the COVID-19 Pandemic","year":2023,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Psoriasis; Medicine; Virology; Dermatology; Internal medicine; Outbreak; Disease; Infectious disease (medical specialty)","score_opus":0.16068155017301824,"score_gpt":0.4256767098483508,"score_spread":0.2649951596753326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366578495","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89879465,0.00006397776,0.000049756465,0.095214225,0.0018319618,0.0034599793,0.0000064015026,0.00021919167,0.00035987192],"genre_scores_gemma":[0.9843544,0.00012001054,0.000037664424,0.0037444609,0.00045891857,0.011179598,0.000010078918,0.000015372341,0.000079537014],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99836427,0.00041267625,0.00021438426,0.00019193233,0.00029498132,0.0005217519],"domain_scores_gemma":[0.9940179,0.0053909873,0.00015849243,0.00021669254,0.00007130059,0.00014461865],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007544076,0.000098010685,0.00014222878,0.00007210047,0.002475983,0.000038613725,0.00029461214,0.00012124702,0.00005287425],"category_scores_gemma":[0.001469072,0.000058316626,0.000047090558,0.00052159873,0.00038164447,0.00008282307,0.000052348973,0.00020864335,0.000062078754],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015355914,0.000055429267,0.21834944,0.00029107163,0.000076370045,0.000016270875,0.6711606,0.000078403,0.000021899526,0.018350642,0.078254454,0.01319188],"study_design_scores_gemma":[0.00047360966,0.000032140153,0.03271727,0.000006535811,0.000017393026,0.000026524414,0.06924511,0.000034682693,0.00002535734,0.0012216326,0.89608586,0.0001138641],"about_ca_topic_score_codex":0.00083560916,"about_ca_topic_score_gemma":0.0036143465,"teacher_disagreement_score":0.81783146,"about_ca_system_score_codex":0.00043189467,"about_ca_system_score_gemma":0.0007214321,"threshold_uncertainty_score":0.9988226},"labels":[],"label_agreement":null},{"id":"W4366822252","doi":"10.1097/prs.0000000000010589","title":"Parents’ Perceptions of Social Media Use by Pediatric Plastic Surgeons","year":2023,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Georgetown Hospital","funders":"","keywords":"Social media; Pediatric surgery; Perception; Medicine; Pediatric Surgeon; Family medicine; Psychology; Surgery","score_opus":0.08691712549976092,"score_gpt":0.3342385541888973,"score_spread":0.24732142868913637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366822252","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9686788,0.000032697597,0.00005387755,0.00019778618,0.029743874,0.00034740317,0.0005239527,0.00022599548,0.00019566428],"genre_scores_gemma":[0.9973411,0.00044742087,0.000056887246,0.000008921634,0.0015948686,0.00029068763,0.0001998711,0.00003329642,0.00002693194],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966866,0.00065558666,0.00071199116,0.00040230414,0.0007558365,0.0007876754],"domain_scores_gemma":[0.85901034,0.13978457,0.00040517593,0.00012974342,0.0003573462,0.0003127981],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001085545,0.0002097113,0.0005196622,0.0007030717,0.00083680183,0.000056557677,0.00018586562,0.00027190754,0.0008935292],"category_scores_gemma":[0.094202295,0.0002451647,0.00021187878,0.002327373,0.00090292824,0.000417069,0.000043343785,0.00029600595,0.00031407084],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021826962,0.00006777102,0.96016055,0.000044665743,0.000028085275,0.000002426064,0.018370759,0.0000027287817,0.000021713384,0.0005531836,0.015956871,0.0047694095],"study_design_scores_gemma":[0.00012622666,0.000008466315,0.97750044,0.000029380924,0.00007918778,0.0000013563875,0.020080853,0.00001304645,0.000009532112,0.00036620535,0.0015283659,0.00025694122],"about_ca_topic_score_codex":0.0018001131,"about_ca_topic_score_gemma":0.0013234235,"teacher_disagreement_score":0.139129,"about_ca_system_score_codex":0.00030100133,"about_ca_system_score_gemma":0.0014834756,"threshold_uncertainty_score":0.9997527},"labels":[],"label_agreement":null},{"id":"W4366831935","doi":"10.1093/rheumatology/kead104.315","title":"E066 Using social network platforms to evaluate patient perceptions of CBD products in the UK, US, and Canada","year":2023,"lang":"en","type":"article","venue":"Lara D. Veeken","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Social media; Cannabidiol; Thematic analysis; Family medicine; Qualitative research; Psychiatry; Cannabis; World Wide Web","score_opus":0.11123108141875418,"score_gpt":0.38475366888690166,"score_spread":0.2735225874681475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366831935","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.990556,0.00003679579,0.0000011806331,0.006359526,0.0017542585,0.001033744,0.000011106895,0.000015279236,0.00023211673],"genre_scores_gemma":[0.9980061,0.00003112213,0.00018498916,0.00046314648,0.0011168071,0.00016568294,0.000009775625,0.0000072498774,0.000015151009],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986235,0.00016603277,0.0002062087,0.00015066015,0.00049953803,0.00035407752],"domain_scores_gemma":[0.9992674,0.0003884955,0.000077972654,0.00010053559,0.00009580296,0.000069812464],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011400378,0.000062741754,0.000121952784,0.000047296584,0.0005907543,0.000023539644,0.00013945777,0.000059125803,0.000020748854],"category_scores_gemma":[0.0010090715,0.000054132823,0.0000144744645,0.00097255607,0.00008915453,0.000063880754,0.00003389601,0.00011246277,0.0000036344966],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019756675,0.000039171948,0.5779815,0.00005143079,0.000010789999,0.0000032283583,0.39108068,0.00085963187,0.00008228421,0.0020704072,0.017153794,0.01064739],"study_design_scores_gemma":[0.00010641432,0.000030464076,0.9452607,0.0000332889,0.0000135906275,3.498621e-7,0.04208287,0.00008004273,0.0000046805394,0.0011574468,0.011125173,0.00010497125],"about_ca_topic_score_codex":0.7987925,"about_ca_topic_score_gemma":0.89484864,"teacher_disagreement_score":0.36727926,"about_ca_system_score_codex":0.00033158335,"about_ca_system_score_gemma":0.0013123319,"threshold_uncertainty_score":0.45436645},"labels":[],"label_agreement":null},{"id":"W4366959059","doi":"10.2196/41672","title":"Exploring Chronic Pain and Pain Management Perspectives: Qualitative Pilot Analysis of Web-Based Health Community Posts","year":2023,"lang":"en","type":"article","venue":"JMIR Infodemiology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Chronic pain; Medicine; Qualitative research; Health care; Disease; Physical therapy; Sociology","score_opus":0.4616772502677192,"score_gpt":0.5223932294636475,"score_spread":0.060715979195928305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366959059","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9844246,0.00023695867,0.0004358321,0.012786579,0.00032093088,0.0012094773,0.000015725234,0.00016224862,0.0004076804],"genre_scores_gemma":[0.99586886,0.0007039918,0.00050180266,0.00080758275,0.00010307777,0.0019386379,0.00005742053,0.000008895375,0.0000097428065],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9794716,0.019153798,0.0004786379,0.00021392344,0.00021355604,0.00046845473],"domain_scores_gemma":[0.98057073,0.018541526,0.00033871547,0.0002537507,0.00013071313,0.00016454776],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.028369283,0.00011213171,0.00046211385,0.0006304288,0.0006376287,0.00000931674,0.00022540761,0.00007986846,0.000024815332],"category_scores_gemma":[0.0059121693,0.00012275444,0.00007416679,0.0022336897,0.0006009976,0.00010813101,0.000072459836,0.0003189768,0.0000061248656],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037914408,0.00013255363,0.08607234,0.0003335209,0.00021590132,4.9644757e-7,0.86125827,0.0003208367,0.0000055618857,0.029634044,0.0003916949,0.021596879],"study_design_scores_gemma":[0.0002650517,0.0006458244,0.41623536,0.000060680195,0.000042191525,1.4907158e-8,0.5773064,0.0023559409,4.9633917e-7,0.0014582563,0.0015192904,0.00011050991],"about_ca_topic_score_codex":0.025015067,"about_ca_topic_score_gemma":0.01521462,"teacher_disagreement_score":0.33016303,"about_ca_system_score_codex":0.00094310974,"about_ca_system_score_gemma":0.00055929914,"threshold_uncertainty_score":0.98322845},"labels":[],"label_agreement":null},{"id":"W4367322153","doi":"10.3138/jsp-2022-0043","title":"Reflection on ResearchGate’s Terminating ResearchGate Score, and Interest Score, as Social Media Altmetrics and Academic Evaluation Tools","year":2023,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Altmetrics; Metric (unit); Reputation; Computer science; Social media; F1 score; Weighting; Ranking (information retrieval); Remuneration; Reflection (computer programming); Sociology; Psychology; Information retrieval; Data science; World Wide Web; Business; Marketing; Artificial intelligence; Social science; Medicine; Finance","score_opus":0.7096541819502548,"score_gpt":0.5536927636685833,"score_spread":0.15596141828167143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367322153","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95161045,0.00056787883,0.0000051080315,0.041549325,0.0032102934,0.0006442164,0.000004591844,0.000049154132,0.002359],"genre_scores_gemma":[0.99234974,0.002180387,0.00024380551,0.0002636138,0.004802327,0.000065344626,0.000010884652,0.000028605707,0.00005526098],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99183035,0.0023856459,0.0008004194,0.00032457316,0.004000751,0.00065825623],"domain_scores_gemma":[0.983281,0.011012933,0.00086187094,0.00012221465,0.004106898,0.0006150536],"candidate_categories":["metaresearch","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaresearch","scholarly_communication"],"category_scores_codex":[0.056828808,0.00013748065,0.0002764353,0.002494691,0.0017859667,0.012227685,0.00057844125,0.00050745805,0.000034931127],"category_scores_gemma":[0.44328305,0.0001371918,0.00005633342,0.0039707436,0.00035102735,0.034711663,0.00019016328,0.0040768515,0.00001452542],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001487201,0.000037994963,0.054068353,0.000080486025,0.000028416176,0.000018868786,0.06922568,0.00000228728,0.00095752906,0.0075309095,0.008515616,0.85938513],"study_design_scores_gemma":[0.0014801815,0.00048294084,0.8721478,0.0010051772,0.00006256093,0.00002684934,0.056887366,0.00016622627,0.00029488688,0.05799782,0.009136031,0.00031215878],"about_ca_topic_score_codex":0.0008275385,"about_ca_topic_score_gemma":0.0005231944,"teacher_disagreement_score":0.859073,"about_ca_system_score_codex":0.0012683047,"about_ca_system_score_gemma":0.0020206901,"threshold_uncertainty_score":0.99951357},"labels":[{"model":"gemma","categories":["metaresearch","bibliometrics"],"domain":"evaluation","study_design":"theoretical_or_conceptual","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["bibliometrics","metaresearch"],"domain":"evaluation","study_design":"theoretical_or_conceptual","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"}],"label_agreement":"agree"},{"id":"W4367322313","doi":"10.3138/jsp-2022-0034","title":"Evaluating the Factors Affecting Scholarly Communication of Journal Articles on Social and News Media: An Altmetric Study","year":2023,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Social media; Turkish; Computer science; Population; World Wide Web; Sociology; Demography; Linguistics","score_opus":0.5181916922783131,"score_gpt":0.5113537663758196,"score_spread":0.006837925902493436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367322313","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9798433,0.00053668517,0.00000794885,0.016348572,0.0025631185,0.00054189534,0.0000015857905,0.000032369022,0.00012452243],"genre_scores_gemma":[0.99668616,0.00027082852,0.00073894474,0.00012365326,0.002141534,0.000010193063,0.0000015532148,0.000021639167,0.000005486004],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9899875,0.0054170107,0.001070525,0.00017012481,0.0029320843,0.0004227488],"domain_scores_gemma":[0.98200536,0.0120799225,0.002152196,0.0002334718,0.003159035,0.0003700244],"candidate_categories":["metaresearch","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaresearch","scholarly_communication"],"category_scores_codex":[0.050205693,0.00013544458,0.00033928177,0.001108886,0.003572614,0.020191874,0.0012257006,0.00021703469,0.000018092067],"category_scores_gemma":[0.21129028,0.00010285556,0.00010702815,0.0033384378,0.00020134423,0.053852372,0.0001275197,0.0032233945,0.0000019632155],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038150974,0.0001847969,0.4713954,0.000009304928,0.000046654004,0.000002243569,0.3866709,0.000015929425,0.00025125488,0.00031050562,0.00034838097,0.14072648],"study_design_scores_gemma":[0.00043970183,0.00039802457,0.615698,0.00006415083,0.000051292085,0.0000036865047,0.38152164,0.000011956524,0.000021690083,0.0015587305,0.00016500971,0.000066150475],"about_ca_topic_score_codex":0.0034730255,"about_ca_topic_score_gemma":0.0014606109,"teacher_disagreement_score":0.16108459,"about_ca_system_score_codex":0.00047418647,"about_ca_system_score_gemma":0.0010435713,"threshold_uncertainty_score":0.9990762},"labels":[],"label_agreement":null},{"id":"W4372183553","doi":"10.1016/j.cjca.2023.04.025","title":"Tick Tock, 30 Seconds to Better Health: Role of Social Media on Cardiovascular Health Promotion","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Social media; Confidentiality; Health promotion; Promotion (chess); Public relations; Health professionals; Disease; Health care; Cardiovascular health; Internet privacy; Nursing; Public health","score_opus":0.09847354436458008,"score_gpt":0.36249258564799425,"score_spread":0.26401904128341414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4372183553","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8156415,0.0015704539,0.00012542539,0.15856017,0.017518658,0.0015742342,0.00008071831,0.000039464947,0.004889385],"genre_scores_gemma":[0.9903869,0.00012690424,0.00008497347,0.00108575,0.008208081,0.00005790183,0.000013185726,0.000021080104,0.000015224332],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99655396,0.0014105131,0.00062276097,0.00017952816,0.00046866544,0.00076457916],"domain_scores_gemma":[0.9972862,0.00059577497,0.00035946787,0.00016095661,0.00036973032,0.0012278832],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0041669286,0.000111327005,0.0007486596,0.0006004838,0.0005253795,0.000017351438,0.00028655515,0.00019906892,0.00006855517],"category_scores_gemma":[0.0027907449,0.00012151197,0.00031377966,0.0007177561,0.0002155838,0.00007433214,0.0000097482325,0.00033943422,0.00006942257],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033582022,0.000014478905,0.0252662,0.00013951617,0.0004694749,0.000032192744,0.29658303,0.0009478698,0.000020182188,0.009194541,0.14100377,0.5262951],"study_design_scores_gemma":[0.0002781358,0.00047546267,0.16937204,0.00005912454,0.000023690973,0.000008063645,0.011651756,0.0000013566968,0.000009521796,0.0017552569,0.8162399,0.00012571552],"about_ca_topic_score_codex":0.013710371,"about_ca_topic_score_gemma":0.029359117,"teacher_disagreement_score":0.6752361,"about_ca_system_score_codex":0.0013005774,"about_ca_system_score_gemma":0.009360139,"threshold_uncertainty_score":0.9962559},"labels":[],"label_agreement":null},{"id":"W4372291832","doi":"10.2196/38245","title":"Characterizing the Discourse of Popular Diets to Describe Information Dispersal and Identify Leading Voices, Interaction, and Themes of Mental Health: Social Network Analysis","year":2023,"lang":"en","type":"article","venue":"JMIR Infodemiology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Centrality; Social media; Social network analysis; Mental health; Social network (sociolinguistics); Content analysis; Psychology; World Wide Web; Computer science; Sociology; Social science","score_opus":0.09576662540469608,"score_gpt":0.4662850484789013,"score_spread":0.37051842307420524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4372291832","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96663904,0.00010448318,0.000064657834,0.031434238,0.0010159418,0.0006534656,0.000013636652,0.000026603258,0.000047954294],"genre_scores_gemma":[0.9986106,0.000250552,0.000077513156,0.00052547525,0.00031850106,0.00016456505,0.000044416713,0.0000037959476,0.0000045933284],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998541,0.00041105287,0.0004958499,0.00011062278,0.00015876208,0.0002827294],"domain_scores_gemma":[0.99877137,0.00052021065,0.00047361702,0.0000781763,0.00007310028,0.00008352916],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015183755,0.0000748489,0.00030475226,0.00017726407,0.00055664073,0.000024668208,0.00011708534,0.00009427494,0.0000060055418],"category_scores_gemma":[0.00081871176,0.00006376436,0.000051521663,0.00083242176,0.00031964335,0.00039011118,0.00008774781,0.0001268042,0.0000029838611],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031269516,0.000009574853,0.5786442,0.000052767224,0.000065775814,3.6811862e-8,0.40160513,0.000028681974,0.00005110393,0.005531875,0.00079524826,0.01318435],"study_design_scores_gemma":[0.000084501145,0.000042516993,0.9108283,0.000039753093,0.00003880437,2.7287092e-7,0.0839334,0.0002946757,0.000004009693,0.00040721468,0.0042585507,0.00006799209],"about_ca_topic_score_codex":0.004548777,"about_ca_topic_score_gemma":0.002836956,"teacher_disagreement_score":0.3321841,"about_ca_system_score_codex":0.000096458134,"about_ca_system_score_gemma":0.00009371162,"threshold_uncertainty_score":0.687642},"labels":[],"label_agreement":null},{"id":"W4375865567","doi":"10.1002/pne2.12105","title":"Co‐designing clinical trials alongside youth with chronic pain","year":2023,"lang":"en","type":"article","venue":"Paediatric and Neonatal Pain","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba; Alberta Children's Hospital; University of Calgary; Children's Hospital Research Institute of Manitoba; BC Research (Canada); Canadian Association of Nurses in Oncology; Canadian Patient Safety Institute; George & Fay Yee Centre for Healthcare Innovation","funders":"Hospital for Sick Children; Sick Kids Foundation","keywords":"Session (web analytics); Clinical trial; Headaches; Research design; Psychology; Medical education; Positive Youth Development; Medicine; Applied psychology; Nursing; Sociology; Psychiatry; Advertising; Developmental psychology; Business","score_opus":0.19675014236794117,"score_gpt":0.4446218674726914,"score_spread":0.24787172510475022,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4375865567","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.945804,0.011586336,0.010839337,0.014295727,0.008015137,0.006412852,0.00008880637,0.0013130379,0.001644775],"genre_scores_gemma":[0.9866503,0.002909797,0.00058898726,0.0005542113,0.008680137,0.00035606706,0.00008562605,0.000031476575,0.00014339396],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98762625,0.010191861,0.0006739352,0.00038731057,0.00053038396,0.00059023785],"domain_scores_gemma":[0.9538805,0.045219343,0.00030125494,0.00013697847,0.00006915775,0.00039275573],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.08126621,0.00014527669,0.0004284339,0.00017301331,0.00064836274,0.000072610004,0.00017466601,0.0002350591,0.00006682241],"category_scores_gemma":[0.05908038,0.00012586026,0.00009872716,0.0011159448,0.00034375064,0.00014983509,0.000020321197,0.0003082465,0.00009176193],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005263334,0.000022270997,0.15956642,0.00006344208,0.000022930393,0.00001846029,0.02452659,0.0000027170734,0.0000014642472,0.00037221794,0.0048719575,0.8104789],"study_design_scores_gemma":[0.00852944,0.0035894616,0.2543997,0.00045708337,0.00068394357,0.0000068095383,0.2917554,0.0024805472,0.00007932713,0.0066040885,0.42864656,0.002767638],"about_ca_topic_score_codex":0.0029664491,"about_ca_topic_score_gemma":0.00095183763,"teacher_disagreement_score":0.80771124,"about_ca_system_score_codex":0.00015098006,"about_ca_system_score_gemma":0.0011197437,"threshold_uncertainty_score":0.9488454},"labels":[],"label_agreement":null},{"id":"W4375954994","doi":"10.1111/pan.14690","title":"An exploratory analysis of pediatric anesthesia activity on Twitter using the #pedsanes hashtag","year":2023,"lang":"en","type":"article","venue":"Pediatric Anesthesia","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Exploratory analysis; Anesthesia; Data science","score_opus":0.15768062550297532,"score_gpt":0.4044022257615104,"score_spread":0.2467216002585351,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4375954994","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99401057,0.00019692675,0.0000311325,0.00417274,0.00046951606,0.0008123157,0.0000019300085,0.00024655717,0.00005834141],"genre_scores_gemma":[0.9937485,0.0008911519,0.00009269552,0.0003911761,0.00453263,0.00025696805,0.000013263404,0.000041536063,0.00003206871],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99582434,0.0014136835,0.00046469696,0.00049180165,0.0011223495,0.0006831244],"domain_scores_gemma":[0.9953727,0.0029092717,0.0005403774,0.0006355281,0.0002534556,0.0002886823],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027337747,0.0002485632,0.00048895826,0.0012080512,0.00093623775,0.00008203344,0.00066137686,0.00027209328,0.00010837174],"category_scores_gemma":[0.0007744662,0.00021268448,0.00024044131,0.009963861,0.00024803355,0.00039024104,0.000018937855,0.00028704442,0.00009718737],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041735108,0.00024366553,0.9428969,0.00005188344,0.000061417595,0.00003806768,0.0527855,0.00071463216,0.000018409126,0.00037429397,0.0013228004,0.0014506703],"study_design_scores_gemma":[0.00017276898,0.0001297654,0.98133445,0.0000041198678,0.0019433589,0.0000031388554,0.011720528,0.0012116675,0.00002704199,0.00016503813,0.0028896008,0.0003985506],"about_ca_topic_score_codex":0.002443045,"about_ca_topic_score_gemma":0.00024108199,"teacher_disagreement_score":0.04106497,"about_ca_system_score_codex":0.00021436025,"about_ca_system_score_gemma":0.0009227651,"threshold_uncertainty_score":0.8673021},"labels":[],"label_agreement":null},{"id":"W4376603043","doi":"10.1093/jbcr/irad045.146","title":"549 The Quality of TikTok Videos in the Education, Prevention, and Management of Burn Injuries","year":2023,"lang":"en","type":"article","venue":"Journal of Burn Care & Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Social media; Medicine; Popularity; Inclusion (mineral); Promotion (chess); Quality (philosophy); The Internet; Realm; Medical education; World Wide Web; Psychology","score_opus":0.2905901151075353,"score_gpt":0.5951682476310717,"score_spread":0.3045781325235364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376603043","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9723705,0.0026051519,0.0000035429123,0.021444514,0.000766175,0.00089478336,0.0000022453958,0.0000030279457,0.0019100681],"genre_scores_gemma":[0.99485445,0.004284559,0.00007460367,0.00003600313,0.00046149254,0.00010804882,0.000001264294,0.0000048317515,0.00017473458],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99510926,0.0023559765,0.0006138043,0.00008685041,0.001599053,0.00023507018],"domain_scores_gemma":[0.9949464,0.002805234,0.0003793337,0.0001842507,0.0016176812,0.000067067915],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.017101943,0.000047246765,0.000161941,0.00028036733,0.00035492852,0.000047584563,0.0004958501,0.000057383604,0.000031549338],"category_scores_gemma":[0.0031419755,0.00003081639,0.000060040722,0.0015944202,0.00051379384,0.00014846366,0.00006548856,0.00035041076,0.0000031615791],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007286944,0.00021705551,0.17689382,0.0009460682,0.000044905722,0.0000020098735,0.66145086,0.0000044630806,0.000063470274,0.026368048,0.008148681,0.12578773],"study_design_scores_gemma":[0.00011347219,0.00008367397,0.47775948,0.00022223048,0.000008594585,4.3882082e-7,0.49615633,3.8494832e-7,0.000042840948,0.011606155,0.013980806,0.000025588075],"about_ca_topic_score_codex":0.0041447263,"about_ca_topic_score_gemma":0.0022831066,"teacher_disagreement_score":0.30086568,"about_ca_system_score_codex":0.00019893682,"about_ca_system_score_gemma":0.0014634938,"threshold_uncertainty_score":0.6265614},"labels":[],"label_agreement":null},{"id":"W4376870977","doi":"10.1002/ueg2.12404","title":"How to use social media for scientific advocacy and personal branding","year":2023,"lang":"en","type":"article","venue":"United European Gastroenterology Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Social media; Public relations; Pleading; Dissemination; Value (mathematics); Medicine; Health care; Internet privacy; Political science; Law","score_opus":0.15959006611488077,"score_gpt":0.3577509118979917,"score_spread":0.1981608457831109,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376870977","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9599662,0.000008262196,0.0006465407,0.032227788,0.0065853195,0.0004021172,0.000018527122,0.00009126575,0.000053990363],"genre_scores_gemma":[0.9942913,0.000036529742,0.00074841577,0.0009508078,0.0036053555,0.000030486535,0.000039744184,0.000033397784,0.00026392896],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99732685,0.0011006091,0.0002322986,0.00024892463,0.0003309305,0.0007604122],"domain_scores_gemma":[0.99761206,0.0013487033,0.00016216798,0.00006295232,0.00033404568,0.00048005747],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0030712236,0.00011419873,0.00013564772,0.00089632574,0.0027911959,0.00076662964,0.00024428044,0.000057437745,0.00002284151],"category_scores_gemma":[0.008077352,0.00012083137,0.0000679533,0.00062532234,0.0005174317,0.00032978944,0.000062680476,0.00031293425,0.000028493385],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004301972,0.000066097666,0.46369767,0.000024979092,0.00005662767,0.00004768915,0.4580968,0.000004045617,0.000539326,0.0009852984,0.058399692,0.017651571],"study_design_scores_gemma":[0.0011889365,0.00021062559,0.7657419,0.00003941639,0.000037033074,0.000037942424,0.037836306,0.000053945078,0.0000025463103,0.0001941406,0.19453204,0.00012520255],"about_ca_topic_score_codex":0.00002664758,"about_ca_topic_score_gemma":0.00031292843,"teacher_disagreement_score":0.4202605,"about_ca_system_score_codex":0.000130842,"about_ca_system_score_gemma":0.00017834602,"threshold_uncertainty_score":0.998507},"labels":[],"label_agreement":null},{"id":"W4377007252","doi":"10.2196/45150","title":"The Use of Social Media by Clinical Nurse Specialists at a Tertiary Hospital: Mixed Methods Study","year":2023,"lang":"en","type":"article","venue":"JMIR Nursing","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Social media; Thematic analysis; Health care; Nursing; IBM; Qualitative research; Medicine; Medical education; Psychology; Family medicine; Political science; Sociology","score_opus":0.26823039459405257,"score_gpt":0.5759699749814591,"score_spread":0.3077395803874065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377007252","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95284885,0.00008259979,0.000010454114,0.015044532,0.029426858,0.0020948877,0.000010089042,0.00016879107,0.00031290983],"genre_scores_gemma":[0.9900983,0.00011556366,0.00117014,0.00012765564,0.007075936,0.00093133753,0.000029515637,0.00005958899,0.00039198354],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99403465,0.003652051,0.0007011571,0.00032391693,0.0007230934,0.00056511705],"domain_scores_gemma":[0.9830829,0.015912386,0.00038199848,0.00024672766,0.00017178607,0.00020423383],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0043797144,0.00013244309,0.0003133609,0.00007888064,0.0015939825,0.0000978236,0.0003671616,0.00022689598,0.00003959032],"category_scores_gemma":[0.0124819325,0.000117627824,0.00014405088,0.0009609515,0.0012546763,0.00020223088,0.000042012543,0.00027100538,0.00004797615],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037864884,0.00054113445,0.044741377,0.0000058942474,0.000019549687,0.0000014609559,0.36326867,9.894588e-8,0.000024939294,0.0005271026,0.19115289,0.399679],"study_design_scores_gemma":[0.0002995648,0.00007416897,0.73833716,0.000036139427,0.000036532863,9.5730236e-8,0.103248596,0.000010777155,0.000029450966,0.0007040033,0.15708229,0.00014124541],"about_ca_topic_score_codex":0.000521612,"about_ca_topic_score_gemma":0.0012237516,"teacher_disagreement_score":0.69359577,"about_ca_system_score_codex":0.0005287325,"about_ca_system_score_gemma":0.00033279593,"threshold_uncertainty_score":0.9997058},"labels":[],"label_agreement":null},{"id":"W4377013974","doi":"10.1007/s00415-023-11743-w","title":"Understanding social media: how its popularity could be used to advance medical education in stroke care?","year":2023,"lang":"en","type":"article","venue":"Journal of Neurology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Emergent BioSolutions (Canada); Toronto Rehabilitation Institute; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Curiosity; Popularity; Social media; Medical education; Population; The Internet; Psychology; Medicine; Internet privacy; Computer science; World Wide Web; Social psychology","score_opus":0.321059256753524,"score_gpt":0.47088504442882934,"score_spread":0.14982578767530536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377013974","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6842285,0.00008326028,0.00003151604,0.30413592,0.011123711,0.00022941669,0.0000027227936,0.000018951927,0.0001460381],"genre_scores_gemma":[0.99364173,0.00024952518,0.00005284148,0.002679175,0.0033151528,0.00003108408,0.0000031119664,0.000012773132,0.000014603617],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9973067,0.00076014415,0.0003705618,0.00015923394,0.0009938453,0.00040949445],"domain_scores_gemma":[0.996882,0.0021490087,0.00030173676,0.00006432679,0.00024851484,0.0003544075],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0016891903,0.00008324201,0.00027244972,0.00044003743,0.00029319053,0.000029266279,0.00031933654,0.0003281165,0.000053081254],"category_scores_gemma":[0.023685228,0.00009125476,0.000060585928,0.0008245106,0.00013283649,0.00021782675,0.000034514153,0.0007246573,0.000008684403],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038754687,0.00039655677,0.4216353,0.0001178852,0.000027765676,0.00024238123,0.47452605,0.00004438017,0.00032903583,0.046927854,0.02633165,0.029033588],"study_design_scores_gemma":[0.0017255339,0.00058062596,0.7154535,0.0000923882,0.000046082943,0.000037310558,0.1020108,0.000042599455,0.00003730674,0.012700247,0.16690066,0.00037292292],"about_ca_topic_score_codex":0.00023673184,"about_ca_topic_score_gemma":0.017119525,"teacher_disagreement_score":0.37251526,"about_ca_system_score_codex":0.00057849905,"about_ca_system_score_gemma":0.0038095138,"threshold_uncertainty_score":0.9845387},"labels":[],"label_agreement":null},{"id":"W4377142772","doi":"10.2196/39831","title":"Influence of Social Media on Applicant Perceptions of Anesthesiology Residency Programs During the COVID-19 Pandemic: Quantitative Survey","year":2023,"lang":"en","type":"article","venue":"JMIR Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Social media; Anesthesiology; Ethnic group; Medicine; Pandemic; Descriptive statistics; Medical education; Family medicine; Psychology; Coronavirus disease 2019 (COVID-19); Sociology; Political science","score_opus":0.16806015505262342,"score_gpt":0.503184461910253,"score_spread":0.3351243068576296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377142772","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9839171,0.000027653534,0.0000023645325,0.013756596,0.0007449742,0.0013488306,0.000008636034,0.00008423141,0.0001095844],"genre_scores_gemma":[0.99642116,0.00018081075,0.00003517046,0.00037298875,0.00054770405,0.0023171336,0.00007454157,0.000011181666,0.000039300707],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99631834,0.001635814,0.0005039973,0.00024352032,0.000977812,0.00032052875],"domain_scores_gemma":[0.98997,0.008739014,0.0003812714,0.00018776179,0.00037464738,0.00034727406],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003930184,0.00009718801,0.00023592038,0.000167715,0.00057031104,0.0000093113595,0.00042515952,0.00028049483,0.0001841471],"category_scores_gemma":[0.054677382,0.00007902475,0.000054407785,0.0015013117,0.0015126143,0.00006514854,0.000031276802,0.00030351602,0.000038981816],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059952035,0.0002850961,0.6697319,0.00012355205,0.0000072889666,3.2019048e-7,0.3055767,0.000007009488,0.00006989172,0.011675515,0.00094692415,0.011515831],"study_design_scores_gemma":[0.000120042816,0.000055057502,0.95357364,0.000042639145,0.0000063421676,8.1864937e-7,0.04192061,0.000003244871,0.0000037199611,0.0024023,0.0018022213,0.000069374015],"about_ca_topic_score_codex":0.010012306,"about_ca_topic_score_gemma":0.014455541,"teacher_disagreement_score":0.2838417,"about_ca_system_score_codex":0.00042540857,"about_ca_system_score_gemma":0.011070605,"threshold_uncertainty_score":0.9965801},"labels":[],"label_agreement":null},{"id":"W4377224085","doi":"10.31478/202305b","title":"Identifying Credible Sources of Health Information in Social Media: Phase 2—Considerations for Non-Accredited Nonprofit Organizations, For-Profit Entities, and Individual Sources","year":2023,"lang":"en","type":"review","venue":"NAM Perspectives","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"University of North Texas; World Health Organization","keywords":"Accreditation; Social media; Not for profit; Business; Public relations; Non profit; Health information; Phase (matter); Marketing; Health care; Political science; Business administration","score_opus":0.27328949722048856,"score_gpt":0.47900204170355026,"score_spread":0.2057125444830617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377224085","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007348233,0.97023845,0.0006799658,0.002321383,0.003956619,0.013042543,0.0021026046,0.00023151799,0.00007866668],"genre_scores_gemma":[0.0023764563,0.98565376,0.0021864832,0.000035714496,0.0030458986,0.0054048975,0.0011891321,0.000076391356,0.0000312741],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99670994,0.00046604837,0.00132348,0.00038683342,0.00057452044,0.00053920265],"domain_scores_gemma":[0.99025774,0.0071591754,0.0014276383,0.00013601409,0.0008852171,0.00013421675],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0027736865,0.00029021705,0.0012448061,0.0011787992,0.0019202705,0.0002978832,0.00025532243,0.00048970844,0.00004128011],"category_scores_gemma":[0.02023013,0.00032554014,0.00017192675,0.0018325143,0.00045346929,0.00084533216,0.00006682611,0.00031022512,0.000005311856],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009949294,0.000066261004,0.0006048598,0.0127980495,0.00015264146,1.9197896e-7,0.8364722,7.7836415e-7,1.9243824e-7,0.019170789,0.002192946,0.12853114],"study_design_scores_gemma":[0.0021156566,0.0001865352,0.0019154736,0.004806565,0.0005884184,0.0000020908535,0.84564173,0.000025717605,0.0000034851619,0.0109726805,0.13299184,0.00074980967],"about_ca_topic_score_codex":0.0018885249,"about_ca_topic_score_gemma":0.0024510494,"teacher_disagreement_score":0.13079889,"about_ca_system_score_codex":0.0007759546,"about_ca_system_score_gemma":0.005064599,"threshold_uncertainty_score":0.99991965},"labels":[],"label_agreement":null},{"id":"W4378071599","doi":"10.1093/noajnl/vdad039","title":"Current landscape of social media use pertaining to glioblastoma by various stakeholders","year":2023,"lang":"en","type":"review","venue":"Neuro-Oncology Advances","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; Université de Montréal; Toronto Public Health; McGill University; University of Toronto; University Health Network","funders":"","keywords":"Social media; Sentiment analysis; Psychology; Medicine; Computer science; World Wide Web; Artificial intelligence","score_opus":0.2847590614430384,"score_gpt":0.4783859399918325,"score_spread":0.19362687854879407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378071599","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000571076,0.9698064,0.000008089648,0.001083849,0.02503575,0.002693614,0.00023228052,0.00025130762,0.00031766927],"genre_scores_gemma":[0.000048663882,0.9951457,0.00008949088,0.00013359378,0.0027150833,0.0016672531,0.00008656056,0.000088033645,0.00002565449],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9947033,0.0018508487,0.0010612297,0.00072651054,0.0007675005,0.00089062715],"domain_scores_gemma":[0.97228897,0.02576788,0.0010844605,0.0002336274,0.00024175158,0.0003832887],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010933855,0.00041263373,0.0018818809,0.00047410233,0.00068296574,0.000051658983,0.00073851703,0.00064909685,0.00010067825],"category_scores_gemma":[0.020847209,0.00041892403,0.00030156312,0.0018443312,0.0005551317,0.0003082115,0.0001196759,0.0008869953,0.00014054352],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015482396,0.0000928367,0.00008703519,0.0018223386,0.000027687487,0.0000070322403,0.029286576,0.0000011018946,6.685169e-7,0.00046970943,0.0151292095,0.9530603],"study_design_scores_gemma":[0.00014421657,0.0001824464,0.000038911658,0.00087647134,0.00020922488,0.0000015644991,0.0035735157,3.711533e-7,4.4283752e-7,0.000087790555,0.99458,0.0003050973],"about_ca_topic_score_codex":0.0002673299,"about_ca_topic_score_gemma":0.004897657,"teacher_disagreement_score":0.97945076,"about_ca_system_score_codex":0.0005887021,"about_ca_system_score_gemma":0.003211488,"threshold_uncertainty_score":0.99982625},"labels":[],"label_agreement":null},{"id":"W4378083037","doi":"10.3390/healthcare11111526","title":"Using Twitter Data Analysis to Understand the Perceptions, Beliefs, and Attitudes about Pharmacotherapy Used in Rheumatology: An Observational Study","year":2023,"lang":"en","type":"article","venue":"Healthcare","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Instituto de Salud Carlos III","keywords":"Observational study; Medicine; Rheumatology; Family medicine; Internal medicine; Health professionals; Social media; Quarter (Canadian coin); Health care; World Wide Web; Computer science","score_opus":0.8273436520390131,"score_gpt":0.6292646715940146,"score_spread":0.1980789804449985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378083037","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9512723,0.0002191759,0.00004484052,0.046200205,0.0006307172,0.0015387342,0.000028848062,0.000061768194,0.0000033820777],"genre_scores_gemma":[0.9973581,0.00055333355,0.00038011343,0.0012241051,0.0002150501,0.00015208355,0.00009576041,0.000012237285,0.000009221914],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974151,0.0011052908,0.0003136279,0.00039053196,0.0004223978,0.00035302882],"domain_scores_gemma":[0.9982902,0.0009436966,0.000081809725,0.00038279328,0.00010483796,0.00019667049],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002400247,0.000089223366,0.00020859936,0.00029052288,0.0010224923,0.00007988892,0.0003492259,0.000078946825,0.000075140684],"category_scores_gemma":[0.0004280652,0.00008092329,0.000017923725,0.0024585302,0.00013016464,0.0002493353,0.00006246168,0.00017130758,0.000009980955],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006321026,0.00004955663,0.76816535,0.000019055778,0.000027987884,6.140891e-7,0.2302631,0.000033841792,0.0000043418163,0.0002289046,0.0001605597,0.0010403761],"study_design_scores_gemma":[0.00015288156,0.00002164792,0.8220136,0.000016052838,0.000024432142,1.6058398e-7,0.17666605,0.00048378413,8.913303e-8,0.00016385975,0.00039013347,0.00006726163],"about_ca_topic_score_codex":0.09196338,"about_ca_topic_score_gemma":0.19610234,"teacher_disagreement_score":0.104138955,"about_ca_system_score_codex":0.00031611812,"about_ca_system_score_gemma":0.0006616959,"threshold_uncertainty_score":0.9140833},"labels":[],"label_agreement":null},{"id":"W4378611663","doi":"10.1093/sleep/zsad077.0943","title":"0943 Sleep Medicine Tweet-by-Tweet, an Electronic Platform for Collaborative Medical Education","year":2023,"lang":"en","type":"article","venue":"SLEEP","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Markham Stouffville Hospital","funders":"","keywords":"Polysomnogram; Sleep medicine; Continuing medical education; Medical education; Social media; Medicine; Sleep (system call); Sleep disorder; Psychiatry; Continuing education; Polysomnography; World Wide Web; Computer science","score_opus":0.057482437146385706,"score_gpt":0.4208302100041504,"score_spread":0.36334777285776465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378611663","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7503868,0.0026386878,0.00055429427,0.1928519,0.02972516,0.0074359714,0.000057956928,0.0010055949,0.015343663],"genre_scores_gemma":[0.9765631,0.0014093018,0.00023255861,0.0028066554,0.010156736,0.0071667624,0.0007933767,0.00006445623,0.00080708193],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970935,0.00023668805,0.00040742106,0.00038577087,0.0010163005,0.0008603233],"domain_scores_gemma":[0.99702334,0.0014592602,0.00019570933,0.00022480183,0.00047609606,0.00062081416],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0020478577,0.00015994962,0.00026665407,0.000194073,0.00088003196,0.000037523485,0.00042107556,0.00032069467,0.0008599831],"category_scores_gemma":[0.0095756445,0.00015958503,0.000043403754,0.0018263637,0.0004031695,0.00038059265,0.000022888327,0.0002661303,0.00014264425],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009260668,0.00039120077,0.006018631,0.000087132365,0.000051142208,9.4028013e-7,0.13531661,0.0000033282827,0.000076561184,0.16278729,0.27047265,0.42470193],"study_design_scores_gemma":[0.0008449358,0.0005178382,0.0054077446,0.00006601614,0.000054512708,6.537261e-7,0.05806392,0.00042804072,0.00007457576,0.027877975,0.9063462,0.00031758173],"about_ca_topic_score_codex":0.0038232307,"about_ca_topic_score_gemma":0.009360419,"teacher_disagreement_score":0.63587356,"about_ca_system_score_codex":0.00085047947,"about_ca_system_score_gemma":0.0044959118,"threshold_uncertainty_score":0.99876714},"labels":[],"label_agreement":null},{"id":"W4378695695","doi":"10.1016/b978-0-323-95630-7.00017-2","title":"Application of social media in designing and implementing effective healthcare programs","year":2023,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Social media; Health care; Marketing buzz; Public relations; Scope (computer science); Internet privacy; Business; Everyday life; Political science; Computer science; World Wide Web; Advertising","score_opus":0.08104207323844285,"score_gpt":0.3863779234778044,"score_spread":0.30533585023936155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378695695","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007916622,0.0011214666,0.000014601285,0.0018997957,0.0033407016,0.016999453,0.000038553593,0.0003097764,0.96835905],"genre_scores_gemma":[0.76061714,0.0014342312,0.0035077636,0.00042501744,0.016532766,0.03235501,0.00061230914,0.00077258795,0.18374318],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979103,0.00024361034,0.0005440665,0.0003660584,0.000486955,0.0004489809],"domain_scores_gemma":[0.9971784,0.0018401345,0.0005490314,0.00011719864,0.00019228377,0.00012299545],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021542197,0.00018782668,0.00044509102,0.00022565918,0.00040166685,0.000026661024,0.00015497967,0.00042108513,0.000007773347],"category_scores_gemma":[0.0006159917,0.0002256044,0.00007030717,0.00008793541,0.00034213671,0.000043911863,0.00006572087,0.00040033925,0.000011784368],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000050138315,0.000004408154,0.0012675069,0.00025603245,0.000010788032,6.7750074e-7,0.09790058,1.0598416e-8,0.0000039259576,0.036654174,0.000002837224,0.86389405],"study_design_scores_gemma":[0.0008248897,0.00014819451,0.018874465,0.0017984147,0.00015928404,7.6831805e-7,0.022374379,0.000008717188,0.000033303,0.12984644,0.824965,0.00096615206],"about_ca_topic_score_codex":0.0003338208,"about_ca_topic_score_gemma":0.022144144,"teacher_disagreement_score":0.8629279,"about_ca_system_score_codex":0.0003994126,"about_ca_system_score_gemma":0.00047644903,"threshold_uncertainty_score":0.99569917},"labels":[],"label_agreement":null},{"id":"W4378881902","doi":"10.2196/preprints.43548","title":"Advertising Alternative Cancer Treatments and Approaches on Meta Social Media Platforms: Content Analysis (Preprint)","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; Simon Fraser University","funders":"","keywords":"Context (archaeology); Social media; Advertising; Appeal; Psychological intervention; Cancer; Medicine; Business; Political science; World Wide Web; Internal medicine; Computer science; Nursing","score_opus":0.588131033348329,"score_gpt":0.45650991768572446,"score_spread":0.13162111566260448,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378881902","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9810797,0.001293234,0.00006410377,0.0037365465,0.0051624905,0.002665288,0.0001618101,0.00013841917,0.0056983978],"genre_scores_gemma":[0.986776,0.0023856843,0.00040189206,0.00017820347,0.0013557109,0.008358466,0.00015285269,0.0000296088,0.00036158614],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9964336,0.00048182908,0.0005262841,0.0009214554,0.0011457641,0.0004910684],"domain_scores_gemma":[0.9957954,0.0029834674,0.00057660264,0.00025481175,0.00012887003,0.0002608164],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012947201,0.00034595656,0.0009169483,0.00041392545,0.0012141223,0.00013529984,0.0004116816,0.00031729828,0.0027937398],"category_scores_gemma":[0.0016682994,0.00031023115,0.00047114145,0.0005884519,0.0003434376,0.00014403317,0.00045681722,0.00066819275,0.000006346362],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010927692,0.0004651129,0.07818924,0.00012400805,0.021770189,0.0000053367635,0.77248764,0.000901947,0.0000023141345,0.013310112,0.00016104706,0.11247379],"study_design_scores_gemma":[0.0014027004,0.000120389464,0.676494,0.000104273764,0.031134479,2.6460802e-7,0.26209816,0.0011818538,0.00023081621,0.02220515,0.0032985904,0.0017293239],"about_ca_topic_score_codex":0.111226514,"about_ca_topic_score_gemma":0.051948246,"teacher_disagreement_score":0.59830475,"about_ca_system_score_codex":0.0024918083,"about_ca_system_score_gemma":0.0010390545,"threshold_uncertainty_score":0.999935},"labels":[],"label_agreement":null},{"id":"W4378902267","doi":"10.2196/44405","title":"Rapid Web-Based Recruitment of Patients With Psoriasis: Multinational Cohort Study","year":2023,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Observational study; Medicine; Psoriasis; Population; Inclusion (mineral); Family medicine; Internal medicine; Psychology; Environmental health","score_opus":0.09786353394779895,"score_gpt":0.40562358705069584,"score_spread":0.3077600531028969,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378902267","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9890513,0.000012525598,0.0000027952658,0.0025235561,0.0017978329,0.005898128,0.000009389913,0.00012203689,0.00058242516],"genre_scores_gemma":[0.9915997,0.0000105483105,0.0001418986,0.000113381284,0.00010821042,0.007939849,0.00005830524,0.00001097446,0.000017176384],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99809176,0.0005776155,0.00029411903,0.00020281586,0.00054918457,0.00028453],"domain_scores_gemma":[0.9979933,0.0012320227,0.00020586043,0.00014990004,0.00032619937,0.00009275567],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046230218,0.00008245599,0.00021614843,0.00019663764,0.00025174927,0.000008267624,0.00016038462,0.00010348785,0.00012979243],"category_scores_gemma":[0.0007770398,0.00007825596,0.000026718546,0.00072996865,0.00019956466,0.00006908009,0.000017441025,0.000088405235,0.00007416382],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034227036,0.00039932955,0.983933,0.000021780908,0.000020426294,0.0000020462007,0.010505084,0.0000031609484,5.1149414e-7,0.0005264964,0.0012663207,0.0032876323],"study_design_scores_gemma":[0.0012128332,0.00009653813,0.9717252,0.000009628069,0.000015053166,1.1518026e-7,0.003638141,0.000045961777,0.000011773936,0.00004822074,0.023121787,0.00007472277],"about_ca_topic_score_codex":0.0004083407,"about_ca_topic_score_gemma":0.00070171495,"teacher_disagreement_score":0.021855466,"about_ca_system_score_codex":0.0001863059,"about_ca_system_score_gemma":0.0007894977,"threshold_uncertainty_score":0.31911856},"labels":[],"label_agreement":null},{"id":"W4379157402","doi":"10.2196/43845","title":"Impact of, Factors for the Success of, and Concerns Regarding Transplant Patients’ Skin Cancer Campaigns: Observational Study","year":2023,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Skin cancer; Disease; Observational study; Demographics; Logistic regression; Family medicine; Cancer; Environmental health; Internal medicine; Demography","score_opus":0.2723429597317875,"score_gpt":0.49842832946917637,"score_spread":0.22608536973738885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379157402","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99560785,0.00007423955,0.000011449694,0.0008108473,0.0010422141,0.0023191276,0.00009456216,0.000022214748,0.000017483557],"genre_scores_gemma":[0.9983552,0.00011030893,0.0000074313593,0.000019510382,0.000119746386,0.0013513113,0.000023506302,0.0000074417535,0.0000055209016],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989739,0.00020144129,0.0002743419,0.00012268663,0.00020299236,0.00022462754],"domain_scores_gemma":[0.99463284,0.004834008,0.00020107225,0.00007981858,0.00019893698,0.00005333314],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002567821,0.00007044487,0.00021462962,0.00006918523,0.00028935628,0.000008718895,0.00015376347,0.00008506072,0.000026695692],"category_scores_gemma":[0.0006524444,0.000050995666,0.000057871595,0.00036141282,0.00023867618,0.00009294714,0.000012110722,0.0000638012,5.195186e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002168009,0.000042680058,0.87921345,0.000040996714,0.00003785246,1.6035156e-7,0.1192611,0.000010100727,0.0000033356937,0.00050206913,0.0003366021,0.0005299499],"study_design_scores_gemma":[0.00039771825,0.000056564262,0.9830728,0.000015381365,0.000023800336,1.371912e-7,0.01572823,0.00006204035,0.000020488285,0.00013022221,0.0004425644,0.0000500551],"about_ca_topic_score_codex":0.013933014,"about_ca_topic_score_gemma":0.0045645265,"teacher_disagreement_score":0.10385933,"about_ca_system_score_codex":0.00010480916,"about_ca_system_score_gemma":0.0005097686,"threshold_uncertainty_score":0.9926333},"labels":[],"label_agreement":null},{"id":"W4379283135","doi":"10.1200/jco.2023.41.16_suppl.9115","title":"Implementation strategies for monitoring adherence in real time (iSMART): A pilot randomized trial.","year":2023,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Randomized controlled trial; Chatbot; Usability; Quality of life (healthcare); Physical therapy; Lung cancer; Distress; Internal medicine; Artificial intelligence; Nursing","score_opus":0.5432867711967909,"score_gpt":0.6508600414659074,"score_spread":0.10757327026911645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379283135","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97008497,0.000032561253,0.000038031434,0.008328309,0.017888656,0.0023183397,0.0000013183165,0.000024510797,0.0012833037],"genre_scores_gemma":[0.9839755,0.0022634242,0.0022696513,0.00009811825,0.010508848,0.0007656275,0.000002554019,0.000011326209,0.00010490248],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99378735,0.0029123323,0.0024903386,0.00012574013,0.00037314062,0.0003110971],"domain_scores_gemma":[0.94603604,0.05152815,0.0018195723,0.000058951482,0.00036920977,0.00018810043],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.031121632,0.00006845144,0.0010120281,0.00016989336,0.00013177816,0.000033034,0.00020765202,0.00021965698,0.00008795898],"category_scores_gemma":[0.037992146,0.000059924354,0.00024452448,0.0003915037,0.00024851604,0.00029961296,0.00001530066,0.0003412125,0.000026855987],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.6505701,0.00070932845,0.015403904,0.00003139488,0.00009357808,0.000016676426,0.022767391,0.00001810269,0.000058213926,0.006454166,0.0041957083,0.29968145],"study_design_scores_gemma":[0.8694172,0.008602719,0.039131746,0.000067593064,0.00009998859,7.005901e-7,0.03033403,0.000054676748,0.000006619324,0.0346501,0.017508177,0.00012643769],"about_ca_topic_score_codex":0.0031673515,"about_ca_topic_score_gemma":0.0017641904,"teacher_disagreement_score":0.29955503,"about_ca_system_score_codex":0.00030735286,"about_ca_system_score_gemma":0.006765725,"threshold_uncertainty_score":0.998865},"labels":[],"label_agreement":null},{"id":"W4379345411","doi":"10.1200/jco.2023.41.16_suppl.11021","title":"How reliable are post-mastectomy breast reconstruction videos on YouTube?","year":2023,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre; University of Calgary; McGill University","funders":"","keywords":"Medicine; Thematic analysis; Breast cancer; Mastectomy; Narrative; Breast reconstruction; Health professionals; Health care; Qualitative research; Cancer; Internal medicine","score_opus":0.29665184527361355,"score_gpt":0.5290365478526594,"score_spread":0.23238470257904587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379345411","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7656118,0.00004771305,0.0000062967156,0.19498236,0.03549943,0.00032636398,0.000004665446,0.000048693997,0.0034726697],"genre_scores_gemma":[0.97830397,0.0010970128,0.00085212954,0.0019743212,0.016992288,0.000038644615,0.0000020314358,0.000020513902,0.00071910647],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9961596,0.0013224665,0.0013353893,0.00018907966,0.00060883036,0.0003846043],"domain_scores_gemma":[0.9843355,0.011425924,0.0023440232,0.00014049801,0.001254195,0.00049990363],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.008348632,0.00009641135,0.0007231666,0.0002374538,0.00031329715,0.00004936336,0.0002918518,0.000604018,0.00014449004],"category_scores_gemma":[0.0615052,0.00008105765,0.00028218477,0.0006630678,0.000403889,0.0004135267,0.000024760775,0.0010357356,0.00017388772],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00058771984,0.00034173578,0.12671591,0.00001935869,0.000058491594,0.00006042255,0.0032631387,0.000012817254,0.000014312234,0.0009879404,0.01327396,0.8546642],"study_design_scores_gemma":[0.0013384101,0.0020502661,0.5470622,0.00014451373,0.000054998898,0.0000668649,0.020432282,0.000014251921,0.000005682547,0.0023327996,0.42637694,0.00012075789],"about_ca_topic_score_codex":0.0004991148,"about_ca_topic_score_gemma":0.0009791567,"teacher_disagreement_score":0.85454345,"about_ca_system_score_codex":0.00050533994,"about_ca_system_score_gemma":0.0035423008,"threshold_uncertainty_score":0.94640017},"labels":[],"label_agreement":null},{"id":"W4379346094","doi":"10.1200/jco.2023.41.16_suppl.e23005","title":"Global impact of a video education platform on oncology education amongst healthcare professionals.","year":2023,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Audience measurement; Medicine; Socioeconomic status; Health care; Demographics; Citation; Family medicine; Medical education; Library science; Demography; Economic growth; Political science; Environmental health","score_opus":0.34082325225512,"score_gpt":0.6654326824420626,"score_spread":0.32460943018694255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379346094","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8866695,0.00027509232,0.0000032874655,0.06802101,0.035886176,0.00085373974,0.000008437472,0.000027061222,0.008255667],"genre_scores_gemma":[0.98747164,0.0012023489,0.0006612054,0.0023254796,0.008009563,0.00012707249,0.0000149826255,0.000013593062,0.0001740963],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99369854,0.0021280854,0.0027082833,0.00022630296,0.00079359155,0.0004452236],"domain_scores_gemma":[0.98066187,0.012212313,0.0042370935,0.00019664005,0.0018828774,0.0008092107],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.010164616,0.00013942874,0.0010510243,0.0003096563,0.0002627674,0.000012827891,0.00043990018,0.0009412689,0.00016710126],"category_scores_gemma":[0.04373222,0.00011393874,0.00049036444,0.0012490492,0.0004526215,0.00030965614,0.000041599622,0.00085350295,0.00008332826],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00065855717,0.0029321106,0.19218796,0.00003900171,0.00005431758,0.0000035512394,0.005593205,0.000008586273,0.0000019650624,0.008173019,0.058448616,0.7318991],"study_design_scores_gemma":[0.0007333105,0.0059273695,0.8199117,0.00021597288,0.000045842935,0.000008662188,0.013039889,0.000006239881,0.0000016615312,0.0130572505,0.1469555,0.000096571064],"about_ca_topic_score_codex":0.007622037,"about_ca_topic_score_gemma":0.0037924852,"teacher_disagreement_score":0.7318025,"about_ca_system_score_codex":0.003756623,"about_ca_system_score_gemma":0.112964585,"threshold_uncertainty_score":0.9989863},"labels":[],"label_agreement":null},{"id":"W4379523884","doi":"10.1136/annrheumdis-2023-eular.3335","title":"POS0472 TREATMENT RESPONSE TO INTRAMUSCULAR STEROIDS IN PATIENTS LIVING WITH RHEUMATOID ARTHRITIS: AN EXPLORATORY ANALYSIS USING TRACKED DAILY SYMPTOMS","year":2023,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Pfizer Canada; AbbVie Canada; Sandoz Canada; Amgen","keywords":"Medicine; Rheumatoid arthritis; Physical therapy; Rheumatology; Internal medicine; Anesthesia","score_opus":0.08224592103431111,"score_gpt":0.37494601160980706,"score_spread":0.29270009057549595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379523884","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99702674,0.00029882262,0.00000904132,0.00090648973,0.00040980068,0.0012289975,0.00003692505,0.00007603209,0.000007147944],"genre_scores_gemma":[0.99877024,0.0005636546,0.00006476576,0.000110154906,0.000032612486,0.00041585442,0.000013497356,0.000023059443,0.000006154045],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99612665,0.0018556288,0.00051677256,0.0002918797,0.00073998637,0.00046908626],"domain_scores_gemma":[0.99697953,0.0016686944,0.000276056,0.000491453,0.00022495598,0.0003593015],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013654064,0.00017203281,0.00043985576,0.00051174726,0.00038435368,0.000079333986,0.00035865116,0.000062814805,0.0000380544],"category_scores_gemma":[0.0042774044,0.00013636019,0.00015697992,0.0030084685,0.00020191667,0.00041194726,0.000048686034,0.000055602493,0.000013187833],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026378952,0.00087625295,0.76822853,0.000047480695,0.00031624953,0.0000014653493,0.1728791,0.0016630264,0.0000058770884,0.000054768003,0.000047577116,0.05561587],"study_design_scores_gemma":[0.00035862756,0.0003067297,0.9709209,0.0008903644,0.000084260704,4.868248e-8,0.026837597,0.00026259525,0.000015284395,0.00012543533,0.00003565289,0.00016248452],"about_ca_topic_score_codex":0.0029214546,"about_ca_topic_score_gemma":0.003018921,"teacher_disagreement_score":0.20269237,"about_ca_system_score_codex":0.0002265637,"about_ca_system_score_gemma":0.00067975203,"threshold_uncertainty_score":0.55606073},"labels":[],"label_agreement":null},{"id":"W4380238650","doi":"10.18502/jimc.v6i3.12841","title":"Social Media Application in Education During the COVID-19 Pandemic; Pros and Cons: A Systematic Review","year":2023,"lang":"en","type":"review","venue":"Journal of Iranian Medical Council","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Kermanshah University of Medical Sciences","keywords":"Social media; Scopus; Pandemic; Coronavirus disease 2019 (COVID-19); The Internet; Medical education; Higher education; Distance education; Process (computing); Computer science; World Wide Web; Internet privacy; MEDLINE; Public relations; Multimedia; Psychology; Medicine; Political science; Mathematics education","score_opus":0.40370876711925485,"score_gpt":0.4971028692080954,"score_spread":0.09339410208884052,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380238650","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000046532157,0.9815973,0.000005682753,0.010626926,0.00207465,0.005536651,0.000006455365,0.000034757184,0.00007104645],"genre_scores_gemma":[0.000034645032,0.99267626,0.000013210063,0.0014776894,0.0034794298,0.0022447773,0.0000059065983,0.000033796947,0.0000342685],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.98972815,0.0030561802,0.002461489,0.0002634152,0.0041114567,0.0003792907],"domain_scores_gemma":[0.9801302,0.01427367,0.0033622505,0.00025476178,0.001086362,0.0008927542],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.029983142,0.00025458867,0.0021250024,0.0001954407,0.00053953845,0.00007193254,0.00078301976,0.00061219075,0.000049008948],"category_scores_gemma":[0.23877697,0.00016968384,0.00027008154,0.0013257811,0.00054239173,0.0001407232,0.000046197754,0.0013489344,0.000036554487],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000004556235,0.000063415406,0.00009780054,0.8667765,0.000052136606,0.000011376329,0.024002783,7.317693e-9,1.4368741e-8,0.0004491247,0.0030740777,0.105468154],"study_design_scores_gemma":[0.00018886631,0.000010069909,0.000034490633,0.26894677,0.00072153466,0.00015486316,0.0032698617,3.508961e-7,8.3150126e-10,0.0004448785,0.72607493,0.00015335678],"about_ca_topic_score_codex":0.00067973195,"about_ca_topic_score_gemma":0.006029877,"teacher_disagreement_score":0.7230009,"about_ca_system_score_codex":0.007484709,"about_ca_system_score_gemma":0.0630314,"threshold_uncertainty_score":0.99883646},"labels":[],"label_agreement":null},{"id":"W4380291976","doi":"10.1097/wno.0000000000001896","title":"Social Media in Neuro-Ophthalmology: Paradigms, Opportunities, and Strategies","year":2023,"lang":"en","type":"review","venue":"Journal of Neuro-Ophthalmology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Mentorship; Social media; Neuro-ophthalmology; Economic shortage; Workforce; Medicine; Medical education; Ophthalmology; Public relations; Political science; Government (linguistics)","score_opus":0.5224170993940114,"score_gpt":0.500454211415939,"score_spread":0.021962887978072332,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380291976","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.027180921,0.94124913,3.3718834e-7,0.005106729,0.02053336,0.001624788,0.000049897684,0.000063745596,0.004191063],"genre_scores_gemma":[0.0032563366,0.99060994,0.00004236857,0.00008832455,0.0054983213,0.00023894358,0.000024787803,0.00013472221,0.00010623578],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9899902,0.0049824794,0.0024440964,0.0005917071,0.0008562107,0.0011353081],"domain_scores_gemma":[0.9727621,0.023353562,0.002778337,0.00027190242,0.00029230939,0.0005417671],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0031664253,0.0006121194,0.0031093739,0.0014585825,0.0005103968,0.00015509743,0.00104526,0.0013760147,0.00022736605],"category_scores_gemma":[0.012489159,0.0006043208,0.0004791713,0.0012642166,0.0013308013,0.0004779499,0.00016682477,0.0023286247,0.000038758808],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030232445,0.0012768607,0.005646275,0.024529852,0.00078366057,0.13036259,0.09093377,0.000004961733,0.0000025931786,0.067894995,0.01627334,0.6619888],"study_design_scores_gemma":[0.00041668417,0.00039730512,0.004125446,0.0014839631,0.0004006657,0.019762617,0.0069828928,5.730678e-7,3.9636888e-8,0.00789243,0.95796597,0.0005714395],"about_ca_topic_score_codex":0.0005046157,"about_ca_topic_score_gemma":0.00011722948,"teacher_disagreement_score":0.9416926,"about_ca_system_score_codex":0.00047411365,"about_ca_system_score_gemma":0.0069011496,"threshold_uncertainty_score":0.99997306},"labels":[],"label_agreement":null},{"id":"W4380685340","doi":"10.2196/43210","title":"Using Patient Blogs on Social Media to Assess the Content Validity of Patient-Reported Outcome Measures: Qualitative Analysis of Patient-Written Blogs","year":2023,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Prom; Patient-reported outcome; Psychology; Qualitative research; Content analysis; Social media; Health care; Experiential learning; Quality of life (healthcare); Content validity; Medical education; Mental health; Applied psychology; Nursing; Medicine; Clinical psychology; Psychometrics; World Wide Web; Pedagogy; Psychiatry; Computer science","score_opus":0.820802719673616,"score_gpt":0.6178851293157058,"score_spread":0.20291759035791013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380685340","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9923385,0.000016147816,0.000024932073,0.002824714,0.0012346659,0.0028871621,0.00016850552,0.000049142476,0.00045625362],"genre_scores_gemma":[0.99834615,0.000029702476,0.00008034429,0.00008589371,0.00013579054,0.0012400212,0.000055772638,0.00002006115,0.0000062830086],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98484474,0.007752983,0.0015052331,0.0003712868,0.0045926045,0.0009331237],"domain_scores_gemma":[0.97713923,0.017561663,0.0010173222,0.0003873604,0.003584305,0.00031013528],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.009726573,0.00020580282,0.0007401892,0.0014266778,0.0013157008,0.000058469304,0.0005242026,0.00021691575,0.000073061674],"category_scores_gemma":[0.022102991,0.0001595899,0.00032669347,0.008334056,0.0010893375,0.00028945116,0.00022881594,0.00061385817,0.000030334579],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012343297,0.00038211295,0.02242672,0.00005953226,0.0003712289,0.0000018423833,0.96303594,0.0000535009,0.00016308758,0.0024392083,0.0009350741,0.010008313],"study_design_scores_gemma":[0.00027565873,0.0005125762,0.14232899,0.00007914071,0.00013238999,1.0085534e-7,0.8532329,0.00012947843,0.0009764934,0.0009850921,0.001154225,0.00019292689],"about_ca_topic_score_codex":0.0071831746,"about_ca_topic_score_gemma":0.001954426,"teacher_disagreement_score":0.119902276,"about_ca_system_score_codex":0.0010517489,"about_ca_system_score_gemma":0.0008976692,"threshold_uncertainty_score":0.99998444},"labels":[],"label_agreement":null},{"id":"W4380871538","doi":"10.2196/46828","title":"Cardiac Rehabilitation Facebook Intervention: Feasibility Randomized Controlled Trial","year":2023,"lang":"en","type":"article","venue":"JMIR Cardio","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Rehabilitation; Likert scale; Competence (human resources); Psychological intervention; Randomized controlled trial; Psychology; Physical therapy; Autonomy; Feeling; Self-determination theory; Clinical psychology; Medicine; Social psychology; Psychiatry; Developmental psychology","score_opus":0.07670587035342391,"score_gpt":0.4396386930398547,"score_spread":0.3629328226864308,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380871538","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8438456,0.00022922936,0.00003819333,0.007780838,0.036606118,0.08020708,0.000010674099,0.00071504986,0.030567203],"genre_scores_gemma":[0.9030367,0.00010165376,0.00008710568,0.00004146341,0.0043020095,0.09065767,0.00002927678,0.000020013884,0.0017240786],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9913667,0.006383328,0.0007523896,0.0003354676,0.00077151746,0.0003905988],"domain_scores_gemma":[0.98476833,0.014157379,0.0002733733,0.00030328555,0.00031773283,0.00017989459],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.015896672,0.00013446576,0.0012484536,0.00016706552,0.00047656996,0.00008103292,0.00017008411,0.00020386596,0.00022411231],"category_scores_gemma":[0.033771265,0.00012549045,0.0014727954,0.0006562171,0.0004753228,0.00019383247,0.000029299095,0.00017786302,0.0004963958],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8765293,0.00016726453,0.004485653,0.000097804674,0.00027592314,0.0000012777291,0.08177197,0.000008085324,0.000008927206,0.009100741,0.015444074,0.01210897],"study_design_scores_gemma":[0.91872835,0.000119692755,0.005882086,0.000036650184,0.00011585453,4.556148e-8,0.009901333,0.000016963446,0.0000022986817,0.0041649095,0.060864378,0.00016742726],"about_ca_topic_score_codex":0.0012515906,"about_ca_topic_score_gemma":0.00014897475,"teacher_disagreement_score":0.07187064,"about_ca_system_score_codex":0.00059468165,"about_ca_system_score_gemma":0.00049300125,"threshold_uncertainty_score":0.9743677},"labels":[],"label_agreement":null},{"id":"W4381387031","doi":"10.1017/s1049023x23005162","title":"Can Social Media cause Needed Health Care Transformation to Occur? The STRONGERR Project","year":2023,"lang":"en","type":"article","venue":"Prehospital and Disaster Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Health care; Medicine; Government (linguistics); Medical emergency; Consistency (knowledge bases); Nursing; Computer science","score_opus":0.1243747654962947,"score_gpt":0.4182248860773704,"score_spread":0.29385012058107574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381387031","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77863765,0.0003725951,0.000008696737,0.21443321,0.0030310417,0.0019281376,0.00003188483,0.00013097588,0.0014258067],"genre_scores_gemma":[0.99450547,0.00014000451,0.000013626539,0.0018112111,0.0027542692,0.0006387208,0.000081734615,0.000013111297,0.000041870284],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99820334,0.00025003654,0.00030226918,0.00020380602,0.0005637867,0.00047677843],"domain_scores_gemma":[0.99875826,0.0006864445,0.00008891005,0.000103755825,0.00009485943,0.00026776816],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007488659,0.00012665823,0.00021493652,0.0001233787,0.0009589494,0.000039887596,0.00016486934,0.000073634656,0.000030877833],"category_scores_gemma":[0.0010221405,0.00008839017,0.000029308294,0.00078416517,0.00034955327,0.00014965418,0.00002828825,0.00015251449,0.000020784864],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015168937,0.000009268545,0.001528212,0.00006955772,0.0000064513524,4.1088134e-7,0.9369227,2.09497e-7,0.000001677143,0.0018188766,0.009909922,0.049717493],"study_design_scores_gemma":[0.00039772413,0.00018153606,0.06750209,0.00006372987,0.000020439988,3.3840962e-7,0.90902144,0.000004270377,0.000002046702,0.00034705814,0.02234614,0.00011316149],"about_ca_topic_score_codex":0.014351479,"about_ca_topic_score_gemma":0.018949056,"teacher_disagreement_score":0.2158678,"about_ca_system_score_codex":0.00019568572,"about_ca_system_score_gemma":0.0004490522,"threshold_uncertainty_score":0.99895257},"labels":[],"label_agreement":null},{"id":"W4381662824","doi":"10.2196/34742","title":"Analysis of Dermatology Content by Top Influencers on Twitter and Their Academic Impact: Cross-Sectional Study","year":2023,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Influencer marketing; Cross-sectional study; Content (measure theory); Dermatology; Advertising; Psychology; Medicine; Business; Mathematics; Marketing; Pathology","score_opus":0.15358571707424223,"score_gpt":0.48167157674215283,"score_spread":0.3280858596679106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381662824","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99396163,0.00009924437,0.0000033774227,0.0037076504,0.0009631548,0.0010257971,0.000023430484,0.000084712374,0.00013101527],"genre_scores_gemma":[0.9985881,0.00008731645,0.0000022002216,0.00047134407,0.00008181894,0.0007005867,0.00003038543,0.000009633886,0.000028639715],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978681,0.00056252914,0.00053036114,0.00031262546,0.00026978244,0.00045656654],"domain_scores_gemma":[0.9969244,0.002315598,0.00026003027,0.0001705144,0.00015760235,0.00017184629],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037056062,0.000137952,0.00046122447,0.0005830282,0.00033629622,0.000023644256,0.00023047472,0.0003723264,0.00010848735],"category_scores_gemma":[0.0008286327,0.000121211284,0.000103532046,0.0015671235,0.00064031745,0.000121296594,0.00004784524,0.00031979312,0.0000404312],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032269305,0.00005253905,0.9581128,0.000012176749,0.00020038593,0.0000048777915,0.03985623,0.000011854456,0.00009307333,0.00022356218,0.0011274769,0.00027275473],"study_design_scores_gemma":[0.0003165684,0.000047814603,0.9858765,0.0000035162423,0.000043377466,0.000010859364,0.011790412,0.000087790235,0.00008846881,0.00017128717,0.0014646542,0.0000987653],"about_ca_topic_score_codex":0.0036843717,"about_ca_topic_score_gemma":0.0005211335,"teacher_disagreement_score":0.028065816,"about_ca_system_score_codex":0.00021712888,"about_ca_system_score_gemma":0.00029777925,"threshold_uncertainty_score":0.5569693},"labels":[],"label_agreement":null},{"id":"W4381891089","doi":"10.1007/s00381-023-06019-7","title":"A twitter analysis of patient and family experience in pediatric spine surgery","year":2023,"lang":"en","type":"article","venue":"Child s Nervous System","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Centre Hospitalier de l’Université de Montréal; McGill University; McGill University Health Centre; Université de Montréal","funders":"","keywords":"Medicine; Social media; Thematic analysis; Family medicine; Qualitative research; World Wide Web","score_opus":0.07142094879846758,"score_gpt":0.34796155996871764,"score_spread":0.2765406111702501,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381891089","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.995751,0.00052073726,0.0000026642106,0.00053759676,0.0017456972,0.00048149636,0.0000025259415,0.000076711265,0.00088155235],"genre_scores_gemma":[0.9989026,0.00034042622,0.00001295916,0.00006479608,0.00036010344,0.00029273113,0.0000066110224,0.0000076265396,0.000012142049],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983926,0.00028190805,0.00044203052,0.00022115985,0.00036930156,0.0002930468],"domain_scores_gemma":[0.9987219,0.0007433629,0.00019893199,0.0001549798,0.00006573512,0.0001150841],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00078958896,0.00007697031,0.00033983486,0.0007569342,0.0001782309,0.000018534076,0.00009664544,0.00008503543,0.000006086716],"category_scores_gemma":[0.0007541046,0.00007792466,0.00007381296,0.0041397954,0.00008173548,0.00007346358,0.00002694802,0.00007191319,0.000009593278],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002416443,0.000019781393,0.86046374,0.00012231362,0.000014578197,0.0000043048317,0.13680607,0.000020854153,0.0000030479996,0.00024802936,0.00020931748,0.0020855272],"study_design_scores_gemma":[0.00003988479,0.000008120516,0.9490401,0.000050919098,0.000050829512,2.1332175e-7,0.04996152,0.000093780145,0.0000038604944,0.0000046404534,0.0006709557,0.000075137694],"about_ca_topic_score_codex":0.007906599,"about_ca_topic_score_gemma":0.0012639306,"teacher_disagreement_score":0.088576384,"about_ca_system_score_codex":0.00015346102,"about_ca_system_score_gemma":0.00015304895,"threshold_uncertainty_score":0.99869984},"labels":[],"label_agreement":null},{"id":"W4382318563","doi":"10.1016/j.iccn.2023.103475","title":"Use of Facebook in a quality improvement campaign to increase adherence to guidelines in intensive care: A qualitative study of nurses’ and physicians’ experiences","year":2023,"lang":"en","type":"article","venue":"Intensive and Critical Care Nursing","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SKiN Health","funders":"Oslo universitetssykehus HF; Akershus Universitetssykehus; Universitetet i Oslo","keywords":"Focus group; Thematic analysis; Audit; Medicine; Nursing; Intensive care; Content analysis; Social media; Qualitative research; Exploratory research; Quality (philosophy); Guideline; Qualitative property; Medical education","score_opus":0.30141859799298604,"score_gpt":0.5696380333069426,"score_spread":0.2682194353139566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382318563","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9933119,0.00016486268,0.000013831893,0.0031838354,0.00089519355,0.0023424493,0.00002151662,0.000015935244,0.000050476203],"genre_scores_gemma":[0.9975836,0.000012287606,0.00018979973,0.0012002881,0.00007183607,0.00092740526,0.0000024221415,0.000008140743,0.0000041810026],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.997533,0.0007352679,0.0006097086,0.00036898637,0.00040649946,0.00034649027],"domain_scores_gemma":[0.99055713,0.0029542705,0.000085294065,0.00012139247,0.006086779,0.00019513327],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00055539294,0.00012795972,0.0004242124,0.00025182855,0.000114440256,0.00003213168,0.000097770426,0.00007265841,0.0000042422507],"category_scores_gemma":[0.05239499,0.00013388347,0.000027112592,0.00081311073,0.00060550874,0.00014821591,0.000048256246,0.00012392334,0.0000012703267],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012589716,0.000050205825,0.005993827,0.00008486353,0.0000031589848,0.0000043214554,0.9427675,0.0000019298668,0.0005614652,0.00058217143,0.00008610648,0.049738564],"study_design_scores_gemma":[0.00023093566,0.001136005,0.017599273,0.0008816891,0.000013138885,1.348054e-7,0.9789386,0.0000057954703,0.00057262194,0.00045097223,0.00003803818,0.00013281353],"about_ca_topic_score_codex":0.09422046,"about_ca_topic_score_gemma":0.018943528,"teacher_disagreement_score":0.07527693,"about_ca_system_score_codex":0.00027233298,"about_ca_system_score_gemma":0.00022122373,"threshold_uncertainty_score":0.9989582},"labels":[],"label_agreement":null},{"id":"W4382344743","doi":"10.1177/08465371231180643","title":"The Role of Twitter in Radiology Medical Education and Research: A Review of Current Practices and Drawbacks","year":2023,"lang":"en","type":"review","venue":"Canadian Association of Radiologists Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"CARE Canada; McMaster University","funders":"","keywords":"Misinformation; Social media; Popularity; Medicine; Medical education; Conversation; Globe; Public relations; Work (physics); Internet privacy; World Wide Web; Computer science; Psychology; Ophthalmology; Political science","score_opus":0.3005418788445173,"score_gpt":0.5594108064811542,"score_spread":0.2588689276366369,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382344743","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00034005957,0.9879581,1.6583397e-7,0.007708668,0.0024900232,0.0010646544,0.000013857616,0.000002877939,0.00042164244],"genre_scores_gemma":[0.00017953094,0.9986432,0.00002095489,0.000056067787,0.0008640069,0.00016967834,0.000013270122,0.000011813635,0.000041454477],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.990653,0.0066714627,0.0012454551,0.00018945572,0.0007851607,0.00045547326],"domain_scores_gemma":[0.9791047,0.015146001,0.004230559,0.00014461475,0.00087887835,0.00049525045],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.027606621,0.0001212788,0.0009793905,0.000568998,0.00035349812,0.000031374668,0.00042670243,0.00051749434,0.00003112779],"category_scores_gemma":[0.19885811,0.00009492358,0.00010459248,0.00091791485,0.00079545873,0.00009716162,0.000030862644,0.0012290034,0.0000021013045],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000016690088,0.000021469628,0.008441913,0.007712563,0.000049061422,9.3465974e-7,0.0034945179,8.334132e-9,1.9337214e-8,0.0025498657,0.008163364,0.9695646],"study_design_scores_gemma":[0.0000604999,0.000032437012,0.002049708,0.025335006,0.0000737234,0.000015808175,0.0017282203,4.850449e-7,2.2910104e-8,0.001737872,0.9688986,0.000067617606],"about_ca_topic_score_codex":0.039037354,"about_ca_topic_score_gemma":0.118749365,"teacher_disagreement_score":0.969497,"about_ca_system_score_codex":0.0021266367,"about_ca_system_score_gemma":0.03144217,"threshold_uncertainty_score":0.9740487},"labels":[],"label_agreement":null},{"id":"W4382877258","doi":"10.1016/j.amjcard.2023.06.053","title":"Medical Education and Social Media: Exploring Electrocardiogram Posts on Twitter","year":2023,"lang":"en","type":"article","venue":"The American Journal of Cardiology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kingston Health Sciences Centre; University of Ottawa; Queen's University","funders":"","keywords":"Social media; Scopus; Context (archaeology); Coronavirus disease 2019 (COVID-19); Microblogging; Medicine; Library science; Medical education; MEDLINE; Internal medicine; World Wide Web; Computer science; Political science; History","score_opus":0.10853367103824084,"score_gpt":0.4066858359513821,"score_spread":0.2981521649131412,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382877258","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93674856,0.00013539616,0.000019050955,0.057234764,0.0050050006,0.00012881958,3.9182612e-7,0.000027151818,0.0007008485],"genre_scores_gemma":[0.9856203,0.001880735,0.000029601444,0.0013916837,0.0109814685,0.00007901709,0.0000013630081,0.000011148196,0.0000046647588],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.997361,0.0013351246,0.00026946046,0.00010424815,0.0005926412,0.00033749733],"domain_scores_gemma":[0.99590254,0.0033407637,0.0003154451,0.000083120656,0.00018507816,0.00017303016],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002878895,0.00007700611,0.00036944778,0.00020568607,0.00038245213,0.000018620523,0.0002683444,0.000062630825,0.000008959012],"category_scores_gemma":[0.0047072424,0.00005757111,0.000112353606,0.0006504943,0.00094322197,0.00007682687,0.000025285364,0.00040318802,0.000020323154],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001822934,0.000022357935,0.023202881,0.0000063797456,0.00012826429,0.000016802103,0.10167031,0.000005992449,0.000025655703,0.0038259998,0.013538975,0.8573741],"study_design_scores_gemma":[0.00038914295,0.00072789483,0.6788042,0.00005742889,0.00011858077,0.00018201853,0.13954261,0.0000032833977,0.000019875619,0.0072292774,0.17269321,0.00023246455],"about_ca_topic_score_codex":0.00016087756,"about_ca_topic_score_gemma":0.000026074364,"teacher_disagreement_score":0.8571416,"about_ca_system_score_codex":0.00013849666,"about_ca_system_score_gemma":0.0011881272,"threshold_uncertainty_score":0.56353486},"labels":[],"label_agreement":null},{"id":"W4383893120","doi":"10.1002/aet2.10892","title":"The rebel, the professor, and the entrepreneur: Qualitative study to explore creator stories of <scp>FOAM</scp>","year":2023,"lang":"en","type":"article","venue":"AEM Education and Training","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact; University of Saskatchewan; Royal College of Physicians and Surgeons of Canada; Royal Ottawa Mental Health Centre; McMaster University; Hamilton Health Sciences; University of Toronto","funders":"","keywords":"Public relations; Scholarship; Sustainability; Promotion (chess); Grassroots; Qualitative research; Sociology; Engineering ethics; Business; Political science; Engineering","score_opus":0.2691984069495545,"score_gpt":0.5011487471860467,"score_spread":0.23195034023649225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383893120","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95360124,0.00051429984,0.0000013998645,0.040123317,0.00279441,0.0017174943,0.0000016268727,0.000037855694,0.0012083635],"genre_scores_gemma":[0.99629754,0.00032325037,0.000026663221,0.00028210907,0.00050318026,0.0015716401,0.0000023431787,0.000008658645,0.0009846394],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.997595,0.0014681356,0.00023157737,0.00017043378,0.00031055193,0.0002243162],"domain_scores_gemma":[0.9841478,0.015241635,0.00015960276,0.0001701059,0.00018465049,0.000096199896],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.004252788,0.00007624168,0.0001288487,0.000047731504,0.0018058957,0.00009911448,0.00018096385,0.000030427776,0.000003901181],"category_scores_gemma":[0.012907748,0.00004306168,0.000020955082,0.00064124516,0.0006016913,0.00009916513,0.000037457663,0.00012566407,0.000005884659],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000060426896,0.000043884953,0.005521057,0.0000070971814,0.000014659621,3.15565e-8,0.9371585,1.6284697e-7,0.0000012539092,0.026368568,0.0016051367,0.029273605],"study_design_scores_gemma":[0.0001604962,0.000040183433,0.05971772,0.000017813467,0.00001903093,1.5204046e-7,0.9134584,0.000001581495,0.0000056523063,0.004328963,0.022227373,0.000022616454],"about_ca_topic_score_codex":0.002648885,"about_ca_topic_score_gemma":0.0019095521,"teacher_disagreement_score":0.05419666,"about_ca_system_score_codex":0.000039879902,"about_ca_system_score_gemma":0.0007030716,"threshold_uncertainty_score":0.9994936},"labels":[],"label_agreement":null},{"id":"W4384269375","doi":"","title":"Facebook as a tool for communication, collaboration, and informal knowledge exchange among members of a multisite family health team","year":2016,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Health communication; Knowledge management; Psychology; Business; Computer science; Communication","score_opus":0.3041525095775872,"score_gpt":0.6017470005684145,"score_spread":0.29759449099082724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384269375","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96908,0.0138916215,0.00019786003,0.0024304958,0.0012875415,0.0059276377,0.00009195369,0.000040700394,0.0070522046],"genre_scores_gemma":[0.94341165,0.05253287,0.00087932125,0.00040076117,0.00032452284,0.0018236247,0.000013398779,0.000034721732,0.0005791005],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969798,0.0007993044,0.0010296492,0.00024558452,0.0005325473,0.00041315384],"domain_scores_gemma":[0.9930877,0.0032194075,0.0015539383,0.0003619376,0.0014141529,0.00036288032],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0046642954,0.0001802857,0.00056402665,0.00046860255,0.0010020237,0.0003999883,0.0013305797,0.00015402956,0.0010196894],"category_scores_gemma":[0.004946474,0.0001592916,0.00007533337,0.0009520536,0.00063020637,0.0031488717,0.0003069286,0.00015068524,0.000007707392],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019166038,0.0002122567,0.65967244,0.00038857988,0.000078603,2.3773423e-7,0.09429582,0.0000024908022,0.001356516,0.0014258631,0.06085649,0.18151906],"study_design_scores_gemma":[0.0010052259,0.000031629977,0.79053026,0.0007147271,0.00003050302,5.2947235e-7,0.006492884,0.000011488405,0.00076429115,0.0017297594,0.19843642,0.00025227375],"about_ca_topic_score_codex":0.018262183,"about_ca_topic_score_gemma":0.011178886,"teacher_disagreement_score":0.18126678,"about_ca_system_score_codex":0.000362431,"about_ca_system_score_gemma":0.0017717052,"threshold_uncertainty_score":0.9998935},"labels":[],"label_agreement":null},{"id":"W4384341471","doi":"10.32799/ijih.v18i1.39403","title":"Social Media Use among American Indian and Alaska Native People: Implications for Health Communication Strategies","year":2023,"lang":"en","type":"article","venue":"International Journal of Indigenous Health","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Minority Health and Health Disparities; National Institute on Alcohol Abuse and Alcoholism; National Institute on Aging; National Institutes of Health","keywords":"Social media; Dissemination; Residence; Population; Health equity; Information Dissemination; Metropolitan area; Geography; Gerontology; Psychology; Demography; Medicine; Public health; Environmental health; Sociology; Political science; World Wide Web; Nursing; Computer science","score_opus":0.11548474445930894,"score_gpt":0.4775243737838331,"score_spread":0.36203962932452416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384341471","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8795637,0.00029190068,0.00028175363,0.116760544,0.0017130148,0.001115521,0.00014775226,0.00006041614,0.00006539554],"genre_scores_gemma":[0.9899115,0.006107546,0.0012740273,0.0009723612,0.001395969,0.00016814971,0.00013432876,0.000024047898,0.000012066803],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99722975,0.0006355134,0.0008271831,0.0001680937,0.00062893383,0.00051053934],"domain_scores_gemma":[0.992112,0.0042307777,0.0018803811,0.000114613205,0.0012763774,0.0003858853],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0029409116,0.0001229794,0.00036438828,0.00057392026,0.0017839412,0.00025304878,0.0005609691,0.00008304748,0.000005138397],"category_scores_gemma":[0.0025743446,0.00013392525,0.000085229294,0.00076897227,0.000478675,0.000735925,0.000039322127,0.00032408087,0.0000031129025],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038131697,0.00009694218,0.09774821,0.000028707324,0.00007107501,0.0000011670612,0.7663841,0.00000903911,0.0000010567921,0.013344138,0.0023745855,0.11990283],"study_design_scores_gemma":[0.00031080723,0.00015041495,0.8954629,0.00006631327,0.000005936997,0.000009879909,0.08951218,0.0000033685715,9.962957e-7,0.0061693005,0.008208012,0.00009992382],"about_ca_topic_score_codex":0.026356077,"about_ca_topic_score_gemma":0.12558737,"teacher_disagreement_score":0.79771465,"about_ca_system_score_codex":0.001508636,"about_ca_system_score_gemma":0.007545372,"threshold_uncertainty_score":0.9995156},"labels":[],"label_agreement":null},{"id":"W4384790476","doi":"10.2196/36132","title":"Social Media Interventions for Nutrition Education Among Adolescents: Scoping Review","year":2023,"lang":"en","type":"article","venue":"JMIR Pediatrics and Parenting","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children; Public Health Ontario; Toronto Metropolitan University; SickKids Foundation; University of Toronto; Institute for Clinical Evaluative Sciences","funders":"","keywords":"Psychological intervention; CINAHL; Social media; PsycINFO; Nutrition Education; Medicine; Intervention (counseling); Medical education; MEDLINE; Psychology; Gerontology; Nursing; Political science","score_opus":0.18856202800913463,"score_gpt":0.48857604653646025,"score_spread":0.3000140185273256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384790476","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9065216,0.045850545,0.00019486611,0.0077100596,0.018579014,0.019843388,0.000042354925,0.00057807786,0.00068007025],"genre_scores_gemma":[0.8899506,0.074849695,0.00029318713,0.00021308099,0.015551849,0.018653924,0.00038138826,0.000035085613,0.00007121255],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998701,0.00014569885,0.00038621205,0.0002035471,0.0002474171,0.00031614662],"domain_scores_gemma":[0.99838614,0.0009111282,0.0002837203,0.000058959056,0.00024043121,0.000119634606],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012143248,0.00008013088,0.00017088084,0.0001870422,0.0010350648,0.0000868556,0.0000979578,0.000101506106,0.000022316503],"category_scores_gemma":[0.0040403837,0.00009791351,0.00011269493,0.0009266581,0.00006987416,0.00021893009,0.000028185923,0.00010465403,0.00001291888],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007474087,0.0005424578,0.45332238,0.1283521,0.000008739316,4.0811724e-7,0.040359925,2.0832678e-7,0.0000023519215,0.004237759,0.046204757,0.32696143],"study_design_scores_gemma":[0.00086836977,0.000051723917,0.79136115,0.14661413,0.00031305177,4.5109556e-7,0.029633867,0.000043229273,0.0000025291456,0.0057182247,0.024601769,0.0007914675],"about_ca_topic_score_codex":0.00015118762,"about_ca_topic_score_gemma":0.0008423411,"teacher_disagreement_score":0.3380388,"about_ca_system_score_codex":0.0000862842,"about_ca_system_score_gemma":0.0004180401,"threshold_uncertainty_score":0.7960986},"labels":[],"label_agreement":null},{"id":"W4385196557","doi":"10.1007/978-3-031-24465-0","title":"Practical Guide to Visualizing Medicine","year":2023,"lang":"en","type":"book","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Queen's University; Queen's University Belfast","keywords":"Computer science; Data science; Medicine","score_opus":0.3636287823981926,"score_gpt":0.6039954494449788,"score_spread":0.24036666704678628,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385196557","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000040813707,0.000044195185,0.00022074861,0.13439621,0.017827045,0.0014121736,0.000001804168,0.00039552603,0.84569824],"genre_scores_gemma":[0.000004280501,0.0003641121,0.0023984376,0.0033782993,0.0192349,0.0004656199,0.000029553166,0.00005708397,0.9740677],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973665,0.00024047511,0.0004587295,0.00035070928,0.0011064057,0.00047716592],"domain_scores_gemma":[0.98997235,0.008770738,0.00017241959,0.00021896577,0.00030336858,0.00056214863],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0025644514,0.00015463501,0.00033673723,0.0002408638,0.0004274728,0.000033784585,0.0002462213,0.00047891415,0.0026848386],"category_scores_gemma":[0.04643373,0.00015073779,0.00004801865,0.00041463113,0.00027757027,0.00008367393,0.00005969729,0.0003616721,0.0051190145],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000015655772,0.0000049206456,0.0000167767,0.000023485847,0.0000065065005,0.0000039536426,0.013688266,2.5629511e-8,3.854938e-7,0.20020556,0.7820972,0.003951337],"study_design_scores_gemma":[0.00004662491,0.00004551784,0.0000835614,0.00020978373,0.000026315263,2.9268116e-7,0.0053397524,5.7577523e-7,4.9415684e-7,0.007064159,0.9870308,0.00015213997],"about_ca_topic_score_codex":0.012482523,"about_ca_topic_score_gemma":0.010375581,"teacher_disagreement_score":0.20493357,"about_ca_system_score_codex":0.0015151579,"about_ca_system_score_gemma":0.0058056056,"threshold_uncertainty_score":0.99983054},"labels":[],"label_agreement":null},{"id":"W4385237798","doi":"10.2196/48140","title":"Short-Form Medical Media: A Multi-Platform Analysis of Acne Treatment Information in TikTok Videos, Instagram Reels, and YouTube Shorts","year":2023,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institutes of Health","keywords":"Internet privacy; Computer science; Social media; Medical information; Advertising; Multimedia; World Wide Web; Information retrieval; Business","score_opus":0.10933086300620071,"score_gpt":0.4271120368299588,"score_spread":0.3177811738237581,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385237798","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9925447,0.000087477936,0.000022353048,0.004838717,0.0009186197,0.0010658925,0.000018703106,0.00010633747,0.00039720268],"genre_scores_gemma":[0.9970421,0.001387185,0.00012065464,0.0001561188,0.00008321212,0.00094645383,0.00024985473,0.000007172802,0.000007218933],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99791455,0.00016733292,0.00072786736,0.00018808623,0.00053856085,0.00046357512],"domain_scores_gemma":[0.9978902,0.0013804788,0.00016151079,0.00018138155,0.00011000142,0.0002764355],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000672111,0.00013524131,0.0005260394,0.0010777963,0.0001748765,0.000021508102,0.00017794837,0.0004666588,0.000078900644],"category_scores_gemma":[0.0020702125,0.00012645409,0.00007769876,0.0025306074,0.00037085373,0.0005109828,0.000051849856,0.00016785879,0.000025650997],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026623113,0.00012504598,0.6394917,0.00006586471,0.0001391437,0.000026889287,0.19576016,0.000007821829,0.0000017547375,0.0021028826,0.00035238272,0.16189976],"study_design_scores_gemma":[0.0006529788,0.00004515289,0.9548155,0.0000343525,0.00014567227,0.000008953725,0.02456931,0.0048435153,0.000025476767,0.00033854722,0.014339707,0.00018083412],"about_ca_topic_score_codex":0.006576813,"about_ca_topic_score_gemma":0.07335077,"teacher_disagreement_score":0.31532383,"about_ca_system_score_codex":0.0004293618,"about_ca_system_score_gemma":0.00067276816,"threshold_uncertainty_score":0.99422175},"labels":[],"label_agreement":null},{"id":"W4385251738","doi":"10.2196/preprints.51154","title":"The impact of the COVID-19 pandemic on the self-management of Type 2 Diabetes: An Investigation of Reddit Data (Preprint)","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; University of Waterloo; Public Health Ontario; University of Toronto; University Health Network","funders":"","keywords":"Pandemic; Latent Dirichlet allocation; Social media; Coping (psychology); Topic model; Coronavirus disease 2019 (COVID-19); Sentiment analysis; Psychology; Analytics; Self-management; Medicine; Computer science; Disease; World Wide Web; Data science; Artificial intelligence; Psychiatry; Infectious disease (medical specialty); Pathology","score_opus":0.3532063453314977,"score_gpt":0.47740483525319966,"score_spread":0.12419848992170196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385251738","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9810776,0.00006701164,0.000004560487,0.011117029,0.0031143334,0.003457775,0.00008012533,0.000090967435,0.0009906024],"genre_scores_gemma":[0.99706423,0.0018173006,0.00014822421,0.00018135892,0.00029430754,0.00032000954,0.00006843585,0.000018780162,0.000087321154],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962403,0.0016558514,0.00062203937,0.0003947383,0.0008222768,0.00026475635],"domain_scores_gemma":[0.988231,0.007951177,0.0010715642,0.0023220743,0.0002772245,0.00014693537],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0077949306,0.00014882645,0.00025836952,0.000059923987,0.00045380366,0.000037197628,0.002750894,0.00022355405,0.000090860114],"category_scores_gemma":[0.010302492,0.00007731915,0.000108956454,0.0007636518,0.0007650908,0.000079130004,0.001064197,0.00040295548,0.000009509025],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039010643,0.00014703156,0.84242845,0.0009537399,0.000500289,1.1033502e-7,0.107996166,0.0018679522,0.000068090245,0.024445612,0.016977765,0.004575802],"study_design_scores_gemma":[0.00021668959,0.00018602454,0.8685206,0.00061307574,0.00021079327,5.7600626e-8,0.039163344,0.0011398382,0.00017971414,0.086541966,0.0029525834,0.00027531275],"about_ca_topic_score_codex":0.033122737,"about_ca_topic_score_gemma":0.0058649504,"teacher_disagreement_score":0.06883282,"about_ca_system_score_codex":0.0006437643,"about_ca_system_score_gemma":0.0038340294,"threshold_uncertainty_score":0.9980342},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"agree"},{"id":"W4385295139","doi":"10.1097/01.naj.0000947396.80829.b9","title":"AJN On the Cover","year":2023,"lang":"en","type":"article","venue":"AJN American Journal of Nursing","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cover (algebra); Geology; Geography; Engineering","score_opus":0.19379505543356612,"score_gpt":0.48505063668956844,"score_spread":0.2912555812560023,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385295139","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86825955,0.0000484193,0.000033902703,0.113821626,0.006635272,0.00016977072,5.7666074e-7,0.000027363601,0.011003523],"genre_scores_gemma":[0.9964184,0.00015050611,0.00014700711,0.0009854095,0.0021983283,0.0000074074164,2.2812452e-7,0.000009845113,0.00008284297],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99850124,0.0004269493,0.00021571298,0.00006442743,0.00052396907,0.0002676849],"domain_scores_gemma":[0.9963262,0.0029359122,0.00037605953,0.00008629397,0.00013566861,0.00013984286],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014163004,0.000051982817,0.0001351428,0.000118074306,0.0004708711,0.00004208908,0.00022534959,0.00002375001,0.000100311074],"category_scores_gemma":[0.0030858938,0.00003868265,0.000063937594,0.0010737606,0.00064801413,0.00010017324,0.0000041245,0.00023532813,0.00014631079],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004263367,0.00008037758,0.00469077,0.0000019990116,0.00001746317,0.0000070140277,0.16791439,0.00003962118,0.000061286824,0.008079955,0.043384593,0.7756799],"study_design_scores_gemma":[0.00034705744,0.0010835223,0.20876564,0.00084636733,0.00006941813,0.000018233834,0.4431928,0.00006483062,0.0001448883,0.01212583,0.33304688,0.0002945309],"about_ca_topic_score_codex":0.00032776283,"about_ca_topic_score_gemma":0.0000095214045,"teacher_disagreement_score":0.7753854,"about_ca_system_score_codex":0.00038479222,"about_ca_system_score_gemma":0.00045440893,"threshold_uncertainty_score":0.3694326},"labels":[],"label_agreement":null},{"id":"W4385297498","doi":"10.1016/j.jacadv.2023.100435","title":"Cardiovascular Conferences and Social Media","year":2023,"lang":"lt","type":"editorial","venue":"JACC Advances","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Social media; Political science; Sociology; Computer science; World Wide Web","score_opus":0.09139523141537044,"score_gpt":0.3931899745135694,"score_spread":0.301794743098199,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385297498","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0030949048,0.02487937,0.000010626958,0.0024933633,0.96551174,0.0014570714,0.00026769587,0.000323562,0.0019616524],"genre_scores_gemma":[0.0075650257,0.076786935,0.00016216653,0.000038696075,0.9132927,0.0014508677,0.00035393724,0.000109736546,0.00023993023],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9918978,0.001260198,0.0009339268,0.0013028054,0.0032630095,0.0013422441],"domain_scores_gemma":[0.9644925,0.033127755,0.0007514902,0.00038005193,0.00080823404,0.00043999322],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0031138596,0.00065760664,0.0016242627,0.00028629272,0.0022957001,0.00037569084,0.00087055314,0.0018770153,0.00020474881],"category_scores_gemma":[0.031580895,0.0006993201,0.0005119149,0.0011125173,0.0020630818,0.0007481237,0.00020075923,0.0013349347,0.00044668675],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006667687,0.00008770758,0.001402162,0.0013511225,0.0005561874,0.00003087242,0.19914645,0.0000036333936,0.0000010222348,0.0032146678,0.40662763,0.38751188],"study_design_scores_gemma":[0.0004197408,0.000051244035,0.0014385473,0.00019604269,0.00035366736,3.329948e-7,0.04967149,0.0000034636746,0.0000024164522,0.005471404,0.9417181,0.0006735604],"about_ca_topic_score_codex":0.0052041886,"about_ca_topic_score_gemma":0.005973277,"teacher_disagreement_score":0.53509045,"about_ca_system_score_codex":0.00052342593,"about_ca_system_score_gemma":0.0035772084,"threshold_uncertainty_score":0.9995458},"labels":[],"label_agreement":null},{"id":"W4385319915","doi":"10.2196/49452","title":"Fact-Checking Cancer Information on Social Media in Japan: Retrospective Study Using Twitter","year":2023,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Misinformation; Social media; Cancer; Medicine; Internet privacy; Computer science; World Wide Web; Internal medicine","score_opus":0.4536190924751264,"score_gpt":0.5887518360497,"score_spread":0.13513274357457367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385319915","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9901279,0.0000067882215,0.0000017144914,0.002343169,0.0019002513,0.0026327742,0.000013673101,0.00009393608,0.0028797572],"genre_scores_gemma":[0.9963717,0.000046396974,0.0000065513173,0.000057368932,0.0009991084,0.0024721446,0.0000144936075,0.000013547165,0.000018687157],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99511397,0.0012490308,0.00041885424,0.00019502829,0.0021086463,0.0009144666],"domain_scores_gemma":[0.99719965,0.0017617957,0.00015779863,0.00012537312,0.0006143446,0.0001410169],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0051673716,0.00012165696,0.00022835864,0.0011366681,0.0015080805,0.00017286527,0.0003001532,0.00017457374,0.00015435413],"category_scores_gemma":[0.0031669976,0.0001232292,0.000042406115,0.004069015,0.00031447547,0.0014341712,0.00010337091,0.0009155225,0.00040092407],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003324939,0.000101840975,0.12160557,0.000024422432,0.0000078450175,9.033474e-7,0.86049926,0.0000070371802,0.0000065239215,0.0008005276,0.0015922303,0.015320567],"study_design_scores_gemma":[0.0003036705,0.000059428723,0.6402401,0.000045145684,0.000001341728,3.3005442e-8,0.35720587,0.00012057609,0.000013238134,0.00061474886,0.0013084338,0.00008743249],"about_ca_topic_score_codex":0.0099299075,"about_ca_topic_score_gemma":0.007178135,"teacher_disagreement_score":0.5186345,"about_ca_system_score_codex":0.0035996803,"about_ca_system_score_gemma":0.00089297997,"threshold_uncertainty_score":0.9997918},"labels":[],"label_agreement":null},{"id":"W4385329414","doi":"10.1016/j.jacr.2023.06.026","title":"Performance Analysis of a Radiation Oncology Educational Podcast","year":2023,"lang":"en","type":"article","venue":"Journal of the American College of Radiology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"American College of Radiation Oncology; Canadian Association of Radiation Oncology","keywords":"Demographics; Radiation oncology; Radiation oncologist; Medicine; Family medicine; Medical education; Medical physics; Internal medicine; Radiation therapy; Demography; Sociology","score_opus":0.04472515119891112,"score_gpt":0.4038295356693833,"score_spread":0.35910438447047216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385329414","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9687794,0.00007568398,0.000006126494,0.027474668,0.0028209873,0.00018751893,0.00001882001,0.0000038181333,0.0006329909],"genre_scores_gemma":[0.99787235,0.00082966086,0.000351433,0.00014946642,0.0006768395,0.000016922622,0.0000019222473,0.000004553767,0.00009683486],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980254,0.0008228163,0.00057930447,0.00007549362,0.00030927293,0.00018770939],"domain_scores_gemma":[0.9938265,0.0035309403,0.002062645,0.00012990253,0.00036968858,0.0000803178],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016879059,0.000055374978,0.00052010623,0.00063785707,0.0001653414,0.0000016431494,0.00040169802,0.000051115734,0.00008031273],"category_scores_gemma":[0.0040616235,0.00004418263,0.00020006871,0.0043257545,0.00092340173,0.00007402968,0.000022193473,0.00014685247,0.0000027049089],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018520947,0.00015024515,0.9094169,0.000019689274,0.0006464054,0.0000015367458,0.018430745,0.0016065675,0.0006157207,0.004279928,0.007848468,0.056798574],"study_design_scores_gemma":[0.0001452609,0.00031962295,0.9819292,0.000009428207,0.00026480597,0.000012840428,0.0051980866,0.00034117728,0.00005688915,0.00022444688,0.0114577925,0.000040461833],"about_ca_topic_score_codex":0.00065658917,"about_ca_topic_score_gemma":0.0003185179,"teacher_disagreement_score":0.07251228,"about_ca_system_score_codex":0.00042986652,"about_ca_system_score_gemma":0.002533118,"threshold_uncertainty_score":0.48624364},"labels":[],"label_agreement":null},{"id":"W4385432596","doi":"10.2196/46415","title":"Internet-Based Recruitment and Retention of Young Adults With Type 1 Diabetes: Cross-Sectional Study","year":2023,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Institute of Diabetes and Digestive and Kidney Diseases; National Institute of Nursing Research","keywords":"The Internet; Social media; Descriptive statistics; Analytics; Cohort; Cross-sectional study; Psychology; Type 2 diabetes; Sample (material); Medicine; Diabetes mellitus; Computer science; World Wide Web; Data science","score_opus":0.35506102947599133,"score_gpt":0.5376597054944774,"score_spread":0.18259867601848606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385432596","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99505144,0.000023272054,0.0000029775229,0.00020900794,0.00079230074,0.0031330832,0.000005516889,0.00004558876,0.00073682755],"genre_scores_gemma":[0.99724495,0.000028524477,0.00002199883,0.000004426171,0.00012768837,0.002426949,0.000022515766,0.000007871886,0.000115071656],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99741143,0.0007290539,0.00023558167,0.00017131581,0.0010920344,0.00036060053],"domain_scores_gemma":[0.99758023,0.0012271935,0.00009707337,0.00010302023,0.00088051235,0.000111993635],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0039166003,0.000059310267,0.00010602127,0.00029550662,0.00042918645,0.000073067924,0.00013582599,0.00006891908,0.00007480369],"category_scores_gemma":[0.0010543982,0.000051186926,0.000017293401,0.0014251806,0.00047333326,0.00026817963,0.000046554145,0.00023641222,0.00005626746],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013059271,0.00014375012,0.86162037,0.00009298033,0.000012559841,4.1910582e-7,0.13460878,0.0000011406529,0.0000117572845,0.00017878939,0.00024017625,0.0029586714],"study_design_scores_gemma":[0.00045087378,0.001113111,0.9649601,0.00008003704,0.0000015236246,4.917252e-8,0.032453395,0.00022032758,0.000081116006,0.00012714208,0.0004624861,0.000049845214],"about_ca_topic_score_codex":0.0026087887,"about_ca_topic_score_gemma":0.0015572341,"teacher_disagreement_score":0.10333971,"about_ca_system_score_codex":0.0003283522,"about_ca_system_score_gemma":0.00039644525,"threshold_uncertainty_score":0.39437255},"labels":[],"label_agreement":null},{"id":"W4385461854","doi":"10.2196/49651","title":"The Effectiveness of Blended Learning for Dermatology Undergraduate Medical Students","year":2023,"lang":"en","type":"article","venue":"Iproceedings","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Blended learning; Context (archaeology); Significant difference; Medical education; Medicine; Mathematics education; Psychology; Educational technology; Internal medicine","score_opus":0.05597928276152978,"score_gpt":0.43743565868156314,"score_spread":0.38145637592003334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385461854","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9715687,0.000061404695,0.000070301016,0.022797842,0.002998409,0.0011419292,3.9385753e-7,0.0001515585,0.0012094398],"genre_scores_gemma":[0.99832565,0.00033579665,0.000024475443,0.00004016971,0.00029927833,0.0008827387,0.0000024683563,0.000011386374,0.00007805613],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99824893,0.00024451362,0.00019862069,0.0001424923,0.00080187863,0.00036356936],"domain_scores_gemma":[0.98734844,0.0121260015,0.000117149066,0.000040722825,0.00025158946,0.000116127696],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.005459878,0.0000582344,0.00014458808,0.00006110586,0.0009986514,0.00004160888,0.0004455688,0.00013052799,0.0000054460793],"category_scores_gemma":[0.02850159,0.000048771057,0.000043683744,0.00058045634,0.00032258226,0.00007477948,0.00005373285,0.00014916452,0.0000221095],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021089998,0.00008518686,0.65029097,0.00070430833,0.00007569911,0.0000020854964,0.041110266,0.0000031779093,0.00034472262,0.2613821,0.0032003284,0.042590275],"study_design_scores_gemma":[0.0022139098,0.00024673447,0.5357699,0.00050548237,0.000072691866,0.000004819462,0.06064061,0.0003416953,0.0029245727,0.1446798,0.25220895,0.00039085164],"about_ca_topic_score_codex":0.0004831191,"about_ca_topic_score_gemma":0.0001780903,"teacher_disagreement_score":0.24900863,"about_ca_system_score_codex":0.000096390155,"about_ca_system_score_gemma":0.000585947,"threshold_uncertainty_score":0.97968173},"labels":[],"label_agreement":null},{"id":"W4385476135","doi":"10.2196/48786","title":"Perspectives and Experiences of Patients With Thyroid Cancer at a Global Level: Retrospective Descriptive Study of Twitter Data","year":2023,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Thyroid cancer; Retrospective cohort study; Cancer; Descriptive research; Thyroid; Medicine; Internal medicine; Sociology; Social science","score_opus":0.19360039060228493,"score_gpt":0.4553839976326169,"score_spread":0.261783607030332,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385476135","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9958946,0.00046602177,7.45587e-7,0.00035352237,0.0009767537,0.0018665468,0.00019716736,0.000030618416,0.0002139837],"genre_scores_gemma":[0.9972631,0.00018712155,0.000030058049,0.000019848389,0.0002439086,0.0021776601,0.000006737556,0.000009451404,0.00006211822],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99835896,0.00014836728,0.00019339235,0.00039429317,0.0006480726,0.00025689712],"domain_scores_gemma":[0.9988495,0.00015153558,0.00024572547,0.00023994569,0.000424182,0.00008908206],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023330173,0.00010409032,0.00023522587,0.000056232962,0.00025229377,0.000014762731,0.00027908027,0.000056775476,0.00015417913],"category_scores_gemma":[0.00031525962,0.00008794632,0.000014145605,0.00095279433,0.0005802921,0.00026942344,0.00014405348,0.00007031068,0.0000014839459],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000068925234,0.00010189339,0.50915617,0.00000946582,0.000023369956,1.6917927e-7,0.48932144,4.3816365e-7,0.000002113501,0.000030050152,0.0007090659,0.0005768974],"study_design_scores_gemma":[0.00031060592,0.00014942866,0.5423095,0.000023667793,0.000012688767,9.878219e-9,0.45692658,0.0000017177624,0.000006191284,0.00002380983,0.00018092172,0.00005486174],"about_ca_topic_score_codex":0.050565735,"about_ca_topic_score_gemma":0.05218499,"teacher_disagreement_score":0.03315333,"about_ca_system_score_codex":0.0010259831,"about_ca_system_score_gemma":0.00055368297,"threshold_uncertainty_score":0.9651102},"labels":[],"label_agreement":null},{"id":"W4385544403","doi":"10.1016/j.ijoa.2023.103918","title":"Analysis of Twitter conversations in obstetric anesthesiology using the hashtag #OBAnes during the onset of the COVID-19 pandemic","year":2023,"lang":"en","type":"article","venue":"International Journal of Obstetric Anesthesia","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Pandemic; Anesthesiology; Categorization; Observational study; 2019-20 coronavirus outbreak; Social media; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Obstetric anesthesia; Medical emergency; Anesthesia; Pregnancy; World Wide Web; Internal medicine; Computer science; Artificial intelligence; Virology","score_opus":0.15380755630619009,"score_gpt":0.4127676536144059,"score_spread":0.25896009730821584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385544403","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9847405,0.0004895926,0.000018700315,0.012799078,0.0015794504,0.0003406502,0.0000039175834,0.000010132512,0.0000179797],"genre_scores_gemma":[0.99869746,0.00037610138,0.000030173664,0.0005848501,0.00023528992,0.000018565934,0.000002398714,0.000008683144,0.000046485548],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99655455,0.0011167651,0.00088325114,0.00012954597,0.0010807582,0.00023510901],"domain_scores_gemma":[0.9843282,0.013342515,0.0013725782,0.00022568597,0.00064257986,0.00008840729],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0022652284,0.00010484201,0.00032860064,0.0013909818,0.00030246307,0.00003209256,0.0012578455,0.0001202667,0.000074335694],"category_scores_gemma":[0.014862371,0.000061957144,0.00028035403,0.006290868,0.00062323594,0.00014378417,0.00004454772,0.0002995321,0.0000027978172],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028241426,0.00004171174,0.9662788,0.000011024234,0.00019174755,0.00003084846,0.028273346,0.0043912767,0.000037566653,0.00022577468,0.00007436865,0.00041528678],"study_design_scores_gemma":[0.00030984645,0.000019000505,0.97839826,0.00002937312,0.00020365194,0.00011456528,0.016830651,0.00039559117,0.00001913985,0.0002771544,0.0033394345,0.00006330201],"about_ca_topic_score_codex":0.0031169448,"about_ca_topic_score_gemma":0.0004579944,"teacher_disagreement_score":0.013956953,"about_ca_system_score_codex":0.00077373965,"about_ca_system_score_gemma":0.001235348,"threshold_uncertainty_score":0.99343586},"labels":[],"label_agreement":null},{"id":"W4385615308","doi":"10.1186/s44247-023-00029-w","title":"A framework for multi-faceted content analysis of social media chatter regarding non-medical use of prescription medications","year":2023,"lang":"en","type":"article","venue":"BMC Digital Health","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vector Institute; Public Health Ontario; University of Toronto","funders":"National Institutes of Health; Vector Institute; National Institute on Drug Abuse; Government of Canada; Canadian Institute for Advanced Research","keywords":"Medical prescription; Social media; Sentiment analysis; Classifier (UML); Machine learning; Artificial intelligence; Data science; Computer science; Medicine; Natural language processing; World Wide Web; Nursing","score_opus":0.4523857827081957,"score_gpt":0.4883531304623201,"score_spread":0.03596734775412441,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385615308","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9266488,0.0000878768,0.05156923,0.013576942,0.0041163852,0.003072223,0.0006474436,0.00018865807,0.00009245119],"genre_scores_gemma":[0.99212974,0.0001059818,0.0055989707,0.00028703004,0.0006856653,0.00066966563,0.00043545087,0.000020163552,0.0000673035],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99721164,0.00021494087,0.0008201686,0.0002640404,0.0010089499,0.00048024737],"domain_scores_gemma":[0.9914524,0.006938522,0.0006138089,0.00018527411,0.0004195723,0.000390416],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0017613069,0.000104551196,0.00051043695,0.0004798967,0.00036553148,0.000046135272,0.00023292688,0.0002662458,0.00005308014],"category_scores_gemma":[0.028900541,0.00010880226,0.00023087341,0.0023750628,0.00039779328,0.00035760572,0.00003853671,0.00015739776,0.000008798659],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017488735,0.00092659186,0.42055574,0.0012191333,0.0006626158,5.877327e-7,0.42766172,0.000029210632,0.000014432319,0.057925995,0.009001757,0.08182732],"study_design_scores_gemma":[0.00069608167,0.000089041365,0.9513492,0.0002973478,0.00020350321,9.315182e-8,0.035502348,0.0051107896,0.000009850366,0.0009966916,0.0055540586,0.00019097523],"about_ca_topic_score_codex":0.002509192,"about_ca_topic_score_gemma":0.0067991344,"teacher_disagreement_score":0.5307935,"about_ca_system_score_codex":0.00028956568,"about_ca_system_score_gemma":0.0019776523,"threshold_uncertainty_score":0.97927946},"labels":[],"label_agreement":null},{"id":"W4385654927","doi":"10.3390/informatics10030065","title":"Exploring How Healthcare Organizations Use Twitter: A Discourse Analysis","year":2023,"lang":"en","type":"article","venue":"Informatics","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University; Lakehead University","funders":"Natural Sciences and Engineering Research Council of Canada; Vector Institute; York University; Alliance de recherche numérique du Canada; Lakehead University","keywords":"Popularity; Social media; Health care; Reputation; Public relations; Content analysis; Health literacy; Internet privacy; Psychology; Business; World Wide Web; Political science; Computer science; Sociology","score_opus":0.4010529409893426,"score_gpt":0.4446230285398389,"score_spread":0.04357008755049635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385654927","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96357214,0.000007593085,0.0012898836,0.031422004,0.0024702474,0.0005562029,0.000015745214,0.0003894036,0.00027675432],"genre_scores_gemma":[0.99674994,0.00040295662,0.0012502196,0.00041752815,0.00050923246,0.00034941436,0.000107559456,0.000012608497,0.00020056871],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.998698,0.00010057913,0.00029275412,0.00006698206,0.00046306953,0.00037863752],"domain_scores_gemma":[0.9982209,0.00085433293,0.00016704382,0.00021192936,0.00032570068,0.00022004523],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054768485,0.00007542028,0.00015172429,0.00043818474,0.0007461937,0.00023009241,0.000178581,0.00006502536,0.00003516216],"category_scores_gemma":[0.0046153436,0.00007996687,0.000048752194,0.007076653,0.0001067207,0.0015549151,0.000034870216,0.0001224759,0.00021790326],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[8.729341e-7,0.000013445256,0.19179045,0.000053476848,0.0000547039,6.586666e-7,0.79371303,0.00018519706,5.5553886e-7,0.0051177824,0.002148929,0.0069208764],"study_design_scores_gemma":[0.00014603921,0.000022833197,0.17459685,0.00004512442,0.000211968,3.2570907e-7,0.72726643,0.0023673847,0.000012814139,0.00030419184,0.09472521,0.0003008246],"about_ca_topic_score_codex":0.0038841246,"about_ca_topic_score_gemma":0.0022936084,"teacher_disagreement_score":0.09257628,"about_ca_system_score_codex":0.00023271012,"about_ca_system_score_gemma":0.00047979353,"threshold_uncertainty_score":0.587166},"labels":[],"label_agreement":null},{"id":"W4385683806","doi":"10.2196/45277","title":"Developing a Web-Based Asynchronous Case Discussion Format on Social Media to Teach Clinical Reasoning: Mixed Methods Study","year":2023,"lang":"en","type":"article","venue":"JMIR Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Attendance; Social media; Online discussion; Medical education; Psychology; Asynchronous communication; Computer science; World Wide Web; Medicine","score_opus":0.17170389269656966,"score_gpt":0.5732744633555386,"score_spread":0.4015705706589689,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385683806","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8781324,0.000014773732,0.00057672476,0.093487196,0.023618842,0.0032516988,0.000003051428,0.00047882367,0.00043650036],"genre_scores_gemma":[0.9734703,0.000025053401,0.009029407,0.0027576147,0.008006763,0.0065190857,0.000079986334,0.000049093418,0.00006272915],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99168336,0.0043271217,0.0009556089,0.00060522073,0.0016764731,0.0007522051],"domain_scores_gemma":[0.99069047,0.0071732136,0.0003011609,0.00030856015,0.0003024758,0.0012241022],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.013029178,0.0002283012,0.0004326331,0.00043925602,0.0015693245,0.000098320066,0.00045946633,0.00052689394,0.00030314497],"category_scores_gemma":[0.08031433,0.00018520464,0.0001250233,0.0022364373,0.00027447648,0.00018310716,0.000091783004,0.0007307405,0.00038849],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046925914,0.0011669528,0.007958778,0.000036418398,0.000011330659,0.000023988283,0.14612783,5.108965e-7,0.0000011826769,0.0017141603,0.040896427,0.8020155],"study_design_scores_gemma":[0.0016613706,0.0004000249,0.3185571,0.00043663805,0.000066003086,0.000012651479,0.43044254,0.0005148248,0.000013021857,0.0010210762,0.24619511,0.0006796078],"about_ca_topic_score_codex":0.0008531607,"about_ca_topic_score_gemma":0.0032854027,"teacher_disagreement_score":0.8013359,"about_ca_system_score_codex":0.0013136559,"about_ca_system_score_gemma":0.015900068,"threshold_uncertainty_score":0.99973047},"labels":[],"label_agreement":null},{"id":"W4385751977","doi":"10.2196/44813","title":"Identifying the Most Effective Recruitment Strategy Using Financial Reimbursements for a Web-Based Peer Network Study With Young People Aged 16-18 Years: Protocol for a Randomized Controlled Trial","year":2023,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Health and Medical Research Council; Medical Research Council; Monash University; Burnet Institute","keywords":"Reimbursement; Randomized controlled trial; Voucher; Family medicine; Peer group; Medicine; Protocol (science); Test (biology); Referral; Psychology; Medical education; Health care; Alternative medicine; Social psychology; Computer science; World Wide Web; Surgery","score_opus":0.5369836070003122,"score_gpt":0.6382026362768783,"score_spread":0.10121902927656612,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385751977","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.021905053,7.559271e-7,0.00027662748,0.0005432061,0.0003078156,0.9766407,0.000012383161,0.00014553663,0.00016792731],"genre_scores_gemma":[0.010285958,1.2248559e-7,0.0003418082,0.000024644118,0.0030719049,0.9858586,0.000016454542,0.00006377294,0.00033671453],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.98422897,0.009960438,0.0009312912,0.000668812,0.0026829739,0.0015275148],"domain_scores_gemma":[0.97344464,0.023647867,0.0005864771,0.00041669622,0.001672043,0.00023225605],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.0488063,0.00027301436,0.0011177363,0.0002936344,0.003084096,0.000712849,0.00062582485,0.00021563991,0.00008241468],"category_scores_gemma":[0.029106425,0.00018926796,0.00030374769,0.0024055308,0.00045017572,0.00024173342,0.00008690003,0.00058083824,0.0000090652175],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9663968,0.0011407865,0.0013803797,0.0003234205,0.00012508944,0.0000026718901,0.018475093,0.000109456836,0.000022367381,0.0002919529,0.008873052,0.0028589042],"study_design_scores_gemma":[0.96400374,0.0049120407,0.0023129655,0.0012038096,0.00004388463,1.1227468e-7,0.008233951,0.0008999179,0.000013302633,0.0017620833,0.016373472,0.00024069486],"about_ca_topic_score_codex":0.0017383674,"about_ca_topic_score_gemma":0.007400378,"teacher_disagreement_score":0.019699873,"about_ca_system_score_codex":0.0011398374,"about_ca_system_score_gemma":0.00594637,"threshold_uncertainty_score":0.999689},"labels":[],"label_agreement":null},{"id":"W4385758495","doi":"10.1080/0092623x.2023.2243923","title":"#DebunkingDesire: Sexual Science, Social Media, and Strategy in the Pursuit of Knowledge Dissemination","year":2023,"lang":"en","type":"article","venue":"Journal of Sex & Marital Therapy","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Women's Health Research Institute; University of British Columbia","funders":"","keywords":"Social media; Dissemination; Information Dissemination; Reproductive health; Psychology; Knowledge translation; Public relations; Population; Sociology; Political science; World Wide Web; Computer science; Knowledge management","score_opus":0.14313145028747207,"score_gpt":0.44685003264438367,"score_spread":0.3037185823569116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385758495","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99172986,0.0005174345,0.0000012510175,0.0043604737,0.0013138981,0.0002690255,0.0000018214512,0.000009347929,0.0017968699],"genre_scores_gemma":[0.99777395,0.0007410422,0.000021600841,0.000036512134,0.0013660667,0.000017594999,0.000001229299,0.0000067111787,0.000035285833],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99790066,0.00032535917,0.00038862572,0.000104465,0.0010110759,0.00026980852],"domain_scores_gemma":[0.9965396,0.0027299167,0.00031062486,0.000058944945,0.0002824979,0.00007844348],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007636434,0.00007252211,0.00018490087,0.00034439666,0.00042653314,0.00012114397,0.0005241857,0.00008977417,0.000021474976],"category_scores_gemma":[0.0016769614,0.000055480963,0.00003400024,0.001799318,0.00080167357,0.00042124715,0.000023165903,0.00023284115,0.0000018494021],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003593618,0.00016639347,0.021802722,0.000016957989,0.000008094296,0.000004034318,0.39607742,7.084419e-7,0.0016735902,0.0056700474,0.0008847484,0.57365936],"study_design_scores_gemma":[0.00045506004,0.0002419077,0.8286471,0.00003892397,0.0000072160346,0.0000044584876,0.15183087,0.00001922837,0.00017596746,0.014333902,0.0041407906,0.000104571394],"about_ca_topic_score_codex":0.00024749897,"about_ca_topic_score_gemma":0.00041560587,"teacher_disagreement_score":0.80684435,"about_ca_system_score_codex":0.00014239464,"about_ca_system_score_gemma":0.0008318351,"threshold_uncertainty_score":0.32805914},"labels":[],"label_agreement":null},{"id":"W4385778316","doi":"10.2196/46678","title":"Optimizing Digital Tools for the Field of Substance Use and Substance Use Disorders: Backcasting Exercise","year":2023,"lang":"en","type":"article","venue":"JMIR Human Factors","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Justice Programme; Directorate-General for Justice; Directorate-General for Justice and Consumers; European Commission","keywords":"Interoperability; Backcasting; Best practice; Knowledge management; Computer science; Political science; World Wide Web","score_opus":0.22648708126261974,"score_gpt":0.4145994914290463,"score_spread":0.18811241016642655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385778316","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9961327,0.00011099612,0.000068781075,0.0006766341,0.0011607178,0.0016776815,0.00002825842,0.00009483057,0.000049402475],"genre_scores_gemma":[0.998767,0.00027440416,0.00012881258,0.00003112327,0.00018702327,0.00043532916,0.000016596394,0.000018404358,0.00014126995],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998847,0.00004430025,0.00025235815,0.00020824422,0.00028356322,0.00036451215],"domain_scores_gemma":[0.98376054,0.015684765,0.00017293033,0.00017268413,0.00011432747,0.000094768795],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032370712,0.0001084513,0.0001662312,0.000072983006,0.0008086941,0.00043038174,0.00020536043,0.00009783659,0.000018434303],"category_scores_gemma":[0.003992639,0.000093663424,0.00006205836,0.00047673768,0.00022628524,0.0014987192,0.00001536819,0.000120293684,0.0000023724438],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000342608,0.000053178846,0.6181841,0.00011247968,0.000016312131,4.2525377e-7,0.35459584,0.000024088265,0.00007358823,0.0024211432,0.0019515546,0.022533033],"study_design_scores_gemma":[0.00038428587,0.00008869058,0.90601265,0.0003073729,0.00002654506,4.4731827e-8,0.07432741,0.00006382095,0.00021187095,0.0011992333,0.017035998,0.00034207167],"about_ca_topic_score_codex":0.0013529005,"about_ca_topic_score_gemma":0.0067468025,"teacher_disagreement_score":0.28782856,"about_ca_system_score_codex":0.000063259606,"about_ca_system_score_gemma":0.000057415622,"threshold_uncertainty_score":0.62199026},"labels":[],"label_agreement":null},{"id":"W4385851222","doi":"10.2196/46620","title":"Altmetric Analysis of Dermatology Manuscript Dissemination During the COVID-19 Era: Cross-Sectional Study","year":2023,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Bibliometrics; Altmetrics; Impact factor; Coronavirus disease 2019 (COVID-19); Citation; MEDLINE; Logistic regression; Social media; Medicine; Library science; Computer science; Pathology; Political science; World Wide Web; Internal medicine","score_opus":0.10609429027645394,"score_gpt":0.47842853237698724,"score_spread":0.3723342421005333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385851222","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9855166,0.00008291918,0.000030735966,0.009912591,0.002429378,0.0015361604,0.000013989873,0.00017828669,0.00029930795],"genre_scores_gemma":[0.99764085,0.000057708643,0.000014947499,0.00017407011,0.00017561352,0.001733721,0.000046395788,0.000011447903,0.00014525784],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99675876,0.0012052503,0.00065357046,0.00033811518,0.00055697054,0.00048736198],"domain_scores_gemma":[0.9935186,0.0053867307,0.0003723048,0.00028955578,0.00024170276,0.00019113369],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00080238143,0.00012204479,0.00038775618,0.0015633181,0.0012945578,0.000050485516,0.00042949454,0.00025229322,0.00025501652],"category_scores_gemma":[0.0059118564,0.00011202162,0.00013761868,0.007988392,0.000568024,0.00015401504,0.00007591849,0.00024252661,0.00007962859],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018222088,0.000107691514,0.96313107,0.000057897516,0.00017146718,0.000028954373,0.03325548,0.000044242915,0.000018580324,0.0020468836,0.0009888492,0.00013067194],"study_design_scores_gemma":[0.00023623684,0.000011338076,0.9853221,0.0000013252627,0.0001015132,0.000033959204,0.009625894,0.00015991443,0.000027160084,0.00032365415,0.004063661,0.00009322452],"about_ca_topic_score_codex":0.0040523624,"about_ca_topic_score_gemma":0.006166928,"teacher_disagreement_score":0.023629585,"about_ca_system_score_codex":0.0004884691,"about_ca_system_score_gemma":0.0005629665,"threshold_uncertainty_score":0.9956823},"labels":[{"model":"gemma","categories":["bibliometrics"],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["bibliometrics","scholarly_communication"],"domain":null,"study_design":"design_other","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"}],"label_agreement":"split"},{"id":"W4385882581","doi":"10.2196/46611","title":"An Active Model of Research Translation for the General Public: Content Analysis of a YouTube-Based Health Podcast","year":2023,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Knowledge translation; Dissemination; Social media; Key (lock); Content analysis; Public health; Computer science; World Wide Web; Data science; Medicine; Knowledge management; Sociology; Nursing","score_opus":0.7938573668784809,"score_gpt":0.6463527566202023,"score_spread":0.14750461025827855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385882581","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9547183,0.00008907438,0.003695222,0.034350906,0.0002808447,0.0059537236,0.00044476287,0.00004864785,0.00041851477],"genre_scores_gemma":[0.9953149,0.00015629787,0.00038010027,0.000035921843,0.00017784086,0.0036962014,0.00018986464,0.000013078921,0.00003581789],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99283075,0.0030660974,0.0005417586,0.00023193534,0.0024004073,0.0009290224],"domain_scores_gemma":[0.9851632,0.010222969,0.00022620856,0.00033143582,0.0037850225,0.00027112348],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0213283,0.00008188836,0.00032427325,0.0018997133,0.001621918,0.000064825625,0.0005715666,0.0001239884,0.000028552937],"category_scores_gemma":[0.0024339294,0.000063787884,0.00016237481,0.008912438,0.0011841335,0.0005507549,0.00003237483,0.00044948826,0.0000048562133],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004070471,0.00051744556,0.0033760988,0.00033510683,0.00027141496,8.0418666e-8,0.8335156,0.0030416003,0.00065851625,0.029445684,0.00090490805,0.12752654],"study_design_scores_gemma":[0.0006345354,0.0007698941,0.050136864,0.000054005748,0.000029896753,1.5983208e-8,0.23903993,0.70516163,0.0007292673,0.0022400804,0.0011026798,0.00010120382],"about_ca_topic_score_codex":0.012269314,"about_ca_topic_score_gemma":0.00829696,"teacher_disagreement_score":0.70212,"about_ca_system_score_codex":0.0007201903,"about_ca_system_score_gemma":0.0039631454,"threshold_uncertainty_score":0.99967784},"labels":[],"label_agreement":null},{"id":"W4385900832","doi":"10.2196/47530","title":"A Descriptive Analysis of Dermatology Content and Creators on Social Media in the Philippines","year":2023,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Social media; Descriptive statistics; Content (measure theory); Content analysis; Sociology; Computer science; Social science; World Wide Web; Statistics; Mathematics","score_opus":0.25703367683212097,"score_gpt":0.42845624856253717,"score_spread":0.1714225717304162,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385900832","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9679528,0.00009631996,0.0000014063378,0.029948197,0.00079958135,0.00063449197,0.000008418254,0.000045050314,0.0005137398],"genre_scores_gemma":[0.99851096,0.00018445136,0.000009629699,0.00033031325,0.00012782113,0.0008080582,0.000018428867,0.0000062646113,0.0000040574823],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99774617,0.0010658249,0.00035525553,0.00019852228,0.00026363708,0.00037059377],"domain_scores_gemma":[0.99431485,0.0052439864,0.00016771824,0.0001129163,0.00009753828,0.000062978754],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036923878,0.00009711543,0.00043637352,0.00069279043,0.000312737,0.000012968106,0.00022024884,0.00022712116,0.000034138593],"category_scores_gemma":[0.0023078192,0.00008071423,0.00007666815,0.002512383,0.00076351623,0.000062595085,0.000026082484,0.00016688734,0.0000168216],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003666088,0.000076885226,0.37835428,0.000033793105,0.00010973133,0.000044716024,0.561645,9.92416e-7,0.000018913437,0.05514232,0.0017017173,0.0028350316],"study_design_scores_gemma":[0.0002680969,0.00001020576,0.8536299,0.00000882446,0.00010394579,0.000009275522,0.14083503,0.000056053224,0.000026111677,0.0014376731,0.0035284911,0.000086417],"about_ca_topic_score_codex":0.0016230821,"about_ca_topic_score_gemma":0.015274423,"teacher_disagreement_score":0.4752756,"about_ca_system_score_codex":0.000094577634,"about_ca_system_score_gemma":0.00020776049,"threshold_uncertainty_score":0.8523486},"labels":[],"label_agreement":null},{"id":"W4385950228","doi":"10.1016/j.annemergmed.2023.07.014","title":"Annals Q&amp;A With Dr. Teresa M. Chan, Incoming Inaugural Dean of the Toronto Metropolitan University School of Medicine","year":2023,"lang":"en","type":"article","venue":"Annals of Emergency Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Annals; Medicine; CLARITY; Medical school; Metropolitan area; Media studies; Medical education; Sociology; Classics; History","score_opus":0.3676833905117633,"score_gpt":0.49175828502321967,"score_spread":0.12407489451145637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385950228","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89784575,0.0016859384,0.000008998054,0.078745894,0.0039550676,0.0007557866,0.000014096006,0.000039258455,0.016949233],"genre_scores_gemma":[0.9906609,0.006387894,0.000037253936,0.00018912407,0.0012821133,0.0000119388005,0.000010487492,0.000015101581,0.0014051696],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99714077,0.00053207873,0.0006905023,0.00020837516,0.0010072214,0.00042107352],"domain_scores_gemma":[0.9967937,0.0007281123,0.00075176614,0.00039597688,0.001044018,0.00028643524],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0026237594,0.00014484073,0.0004993732,0.00020360337,0.0002733325,6.896441e-7,0.0005697947,0.00010745579,0.0025119574],"category_scores_gemma":[0.009221452,0.000100357276,0.00009120111,0.0019683389,0.0011743732,0.0002048828,0.00006684709,0.0001433177,0.0000053269346],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038811658,0.00024199541,0.4168235,0.00088435056,0.0003335029,0.0000025651286,0.16129892,0.0000058069336,0.0035793455,0.042043947,0.3681832,0.006214753],"study_design_scores_gemma":[0.0010390005,0.0011258002,0.5490958,0.0015076242,0.00016886496,3.9168876e-7,0.25840387,0.0000072487433,0.0014648675,0.0055882777,0.18131639,0.00028188195],"about_ca_topic_score_codex":0.18697135,"about_ca_topic_score_gemma":0.055355147,"teacher_disagreement_score":0.1868668,"about_ca_system_score_codex":0.00013751704,"about_ca_system_score_gemma":0.00041098127,"threshold_uncertainty_score":0.9991243},"labels":[],"label_agreement":null},{"id":"W4386163118","doi":"10.5430/jnep.v13n12p47","title":"Achieving shared values: A mixed methods study and multi-method model of how to effectively educate nurses about e-professionalism","year":2023,"lang":"en","type":"article","venue":"Journal of Nursing Education and Practice","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Burdett Trust for Nursing","keywords":"Focus group; Psychology; Reliability (semiconductor); Social media; Validity; Qualitative property; Nursing; Medical education; Applied psychology; Medicine; Computer science; Psychometrics; Clinical psychology; Sociology","score_opus":0.403923315707308,"score_gpt":0.6419357782211909,"score_spread":0.23801246251388286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386163118","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9074188,0.0010955296,0.0066096797,0.067007475,0.016165128,0.0012654995,0.0000028257612,0.000026270382,0.00040879706],"genre_scores_gemma":[0.5656449,0.00040410794,0.43199062,0.00041991044,0.00093349407,0.00012859379,0.0000015331723,0.000024534665,0.00045228016],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9935422,0.0051657115,0.00041511416,0.00020157486,0.00045297513,0.00022241379],"domain_scores_gemma":[0.98242,0.015261266,0.00090876163,0.0001133696,0.0010150351,0.0002815394],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0115086585,0.00011501322,0.00030239913,0.00042637126,0.00076999003,0.000113573835,0.00015223247,0.00010211208,0.0000059173867],"category_scores_gemma":[0.058462057,0.00010999809,0.00004435029,0.00080149306,0.00011883131,0.0008979298,0.000027448667,0.00032251084,0.0000012608043],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010504592,0.0010036348,0.0013382426,0.000043427925,0.000030211342,2.6960245e-7,0.51816475,0.00001796102,0.0012001131,0.00023607563,0.0021019466,0.4757583],"study_design_scores_gemma":[0.00048270577,0.00028926204,0.2191673,0.00096432416,0.00028291967,0.00003205642,0.7706353,0.000603011,0.00008109182,0.0014417004,0.0058491984,0.00017110369],"about_ca_topic_score_codex":0.00040944837,"about_ca_topic_score_gemma":0.000014565569,"teacher_disagreement_score":0.47558722,"about_ca_system_score_codex":0.00026475807,"about_ca_system_score_gemma":0.0020110197,"threshold_uncertainty_score":0.9494689},"labels":[],"label_agreement":null},{"id":"W4386268336","doi":"10.2196/42123","title":"Recruitment of Patients With Cancer for a Clinical Trial Evaluating a Web-Based Psycho-Oncological Intervention: Secondary Analysis of a Diversified Recruitment Strategy in a Randomized Controlled Trial","year":2023,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Universitätsmedizin der Johannes Gutenberg-Universität Mainz; Gemeinsame Bundesausschuss","keywords":"Psychological intervention; Medicine; Randomized controlled trial; Intervention (counseling); Clinical trial; Patient recruitment; Family medicine; Nursing; Surgery; Pathology","score_opus":0.5319720998845798,"score_gpt":0.6007135141174943,"score_spread":0.06874141423291447,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386268336","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9285177,0.00019839234,0.000015588741,0.0008625862,0.0041260114,0.06599064,0.00012674813,0.000030609808,0.0001317516],"genre_scores_gemma":[0.7763169,0.00027578927,0.00012091678,0.000069172034,0.0005564388,0.22252259,0.00007148794,0.000010619934,0.000056096003],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99299324,0.0034673982,0.0019499812,0.00041230547,0.0008208561,0.00035621342],"domain_scores_gemma":[0.98677015,0.010632208,0.0017399817,0.00016981394,0.0005601662,0.00012766237],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.010413409,0.00016162117,0.0021984288,0.00045858894,0.0001355785,0.000019241554,0.00020416453,0.00023786706,0.00093747943],"category_scores_gemma":[0.00498054,0.00012243252,0.0010118984,0.0018367986,0.00034551494,0.000077882796,0.000020843074,0.00019114879,8.381388e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9394305,0.0012730438,0.01394458,0.00006266181,0.0010389439,2.5219273e-7,0.0047405697,0.00016874852,9.907318e-7,0.000071945906,0.0002476521,0.039020117],"study_design_scores_gemma":[0.9673613,0.00317508,0.023250269,0.00016289148,0.0014341949,1.1490502e-9,0.0018909778,0.001857927,0.0000014263627,0.00008561299,0.00065827573,0.00012209774],"about_ca_topic_score_codex":0.0036351494,"about_ca_topic_score_gemma":0.012698063,"teacher_disagreement_score":0.15653194,"about_ca_system_score_codex":0.0007654357,"about_ca_system_score_gemma":0.0033790332,"threshold_uncertainty_score":0.9999758},"labels":[],"label_agreement":null},{"id":"W4386335674","doi":"10.2196/47014","title":"Identifying Potential Lyme Disease Cases Using Self-Reported Worldwide Tweets: Deep Learning Modeling Approach Enhanced With Sentimental Words Through Emojis","year":2023,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Université de Montréal; University of Victoria","keywords":"Lyme disease; Artificial intelligence; Computer science; Machine learning; Preprocessor; LYME; Natural language processing; Disease; Medicine; Pathology","score_opus":0.26291088556582043,"score_gpt":0.514763621562837,"score_spread":0.2518527359970165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386335674","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9666915,0.00056493806,0.026204117,0.0033509098,0.0021792832,0.0005602413,7.444813e-7,0.0000984887,0.00034979227],"genre_scores_gemma":[0.9932563,0.0009516448,0.0023207627,0.00007568763,0.003067399,0.00005880857,0.000011297714,0.00004220257,0.00021591302],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.98873585,0.0019237419,0.00096484344,0.00038614517,0.0069483276,0.0010410585],"domain_scores_gemma":[0.9950072,0.0022792146,0.00046110275,0.00017934182,0.00092076167,0.0011523453],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.011410288,0.00017379501,0.00038506454,0.0006080531,0.0008187428,0.00036042472,0.00078999414,0.00023133568,0.0005312048],"category_scores_gemma":[0.0146928085,0.00015020253,0.00016015914,0.0019380497,0.0005272273,0.00070347975,0.0002510501,0.002002521,0.000030654093],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0033839874,0.0034237085,0.09836005,0.001701563,0.0029960133,0.015233887,0.7621625,0.030915745,0.0012934498,0.0014639808,0.0051196665,0.07394545],"study_design_scores_gemma":[0.0028730314,0.0005414296,0.0027582173,0.0035237123,0.00044378723,0.0004890283,0.29034737,0.69268006,0.00036139885,0.0016747509,0.0035576103,0.000749599],"about_ca_topic_score_codex":0.008508461,"about_ca_topic_score_gemma":0.0004991604,"teacher_disagreement_score":0.6617643,"about_ca_system_score_codex":0.0010980685,"about_ca_system_score_gemma":0.0027304927,"threshold_uncertainty_score":0.99809396},"labels":[],"label_agreement":null},{"id":"W4386365788","doi":"10.1016/j.cct.2023.107322","title":"Recruiting families using social media versus pediatric obesity clinics: A secondary analysis of the Aim2Be RCT","year":2023,"lang":"en","type":"article","venue":"Contemporary Clinical Trials","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Health Sciences Centre; McMaster University Medical Centre; University of British Columbia; Hospital for Sick Children; SickKids Foundation; BC Children's Hospital; University of Alberta; University of Calgary; University of Victoria","funders":"Canadian Institutes of Health Research; Alberta Innovates; University of British Columbia; Ontario Ministry of Health and Long-Term Care; BC Children's Hospital; Michael Smith Health Research BC; David Suzuki Foundation; Obesity Canada; Consejo Nacional de Ciencia y Tecnología; Public Health Agency of Canada; Diabetes Canada; Women and Children's Health Research Institute; Alberta Health Services","keywords":"Medicine; Randomized controlled trial; Family medicine; Obesity; Social media; Pediatrics; Gerontology; Internal medicine; World Wide Web","score_opus":0.8138457888265864,"score_gpt":0.6074689972912443,"score_spread":0.20637679153534216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386365788","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9576668,0.0006051471,0.00000940992,0.0023796624,0.03564289,0.0016075564,0.00014288489,0.0001682233,0.0017773857],"genre_scores_gemma":[0.98601013,0.0014508318,0.00012916818,0.00018978692,0.012001,0.00011791244,0.0000486043,0.000024821731,0.000027736016],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9787829,0.015059305,0.0041077943,0.0005416151,0.0009976539,0.00051075063],"domain_scores_gemma":[0.7146972,0.27938175,0.0043253712,0.00060928403,0.00059155293,0.0003948158],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.060068216,0.000203768,0.001877286,0.00047954937,0.0011060797,0.00006479871,0.0007534876,0.0006352495,0.00019590434],"category_scores_gemma":[0.39227015,0.00017294294,0.0015850535,0.006121286,0.0008793894,0.00027179287,0.00019579686,0.0006994426,0.000036466958],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048627055,0.0002150705,0.89612806,0.000077061115,0.0009078196,0.000003842073,0.04649658,0.000008526533,0.0000068766312,0.0011830835,0.005653047,0.048833758],"study_design_scores_gemma":[0.0034197767,0.00009028944,0.9371972,0.00005064498,0.0026470178,4.155151e-8,0.03259851,0.00022707746,0.000008966866,0.002081417,0.021275504,0.0004035445],"about_ca_topic_score_codex":0.0020366379,"about_ca_topic_score_gemma":0.0012939058,"teacher_disagreement_score":0.33220193,"about_ca_system_score_codex":0.00017485804,"about_ca_system_score_gemma":0.00493537,"threshold_uncertainty_score":0.96785754},"labels":[],"label_agreement":null},{"id":"W4386407043","doi":"10.2196/49399","title":"Evaluating the Global Digital Impact of Psoriasis Action Month and World Psoriasis Day: Serial Cross-Sectional Study","year":2023,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psoriasis; Cross-sectional study; Medicine; Action (physics); Dermatology; Pathology; Physics","score_opus":0.20316684317774183,"score_gpt":0.5378784874572601,"score_spread":0.3347116442795183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386407043","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99076736,0.000026655298,0.0000023775185,0.00096666574,0.0060007256,0.0015457202,0.000030277804,0.00011013892,0.00055007497],"genre_scores_gemma":[0.99802613,0.000013583574,0.000018225872,0.000019077546,0.0011737478,0.0006857081,0.000015033878,0.000009478007,0.000039039875],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99774516,0.00069997384,0.00041513846,0.0002584413,0.0005017051,0.00037961054],"domain_scores_gemma":[0.9972623,0.001996282,0.00026253145,0.00016566472,0.00019737065,0.00011585228],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010773778,0.00011490933,0.00022576751,0.00011615309,0.0007492427,0.00015122184,0.00019220068,0.00014727858,0.00007644381],"category_scores_gemma":[0.002918314,0.00009580095,0.000085146974,0.0012162145,0.00037225682,0.0003485027,0.00006600912,0.00015308417,0.000035572688],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000897875,0.000070986156,0.97688943,0.00001181531,0.000045028282,0.0000015041114,0.01319536,0.00003145642,0.000004441511,0.00054699613,0.00037343244,0.008739781],"study_design_scores_gemma":[0.0005176836,0.00012808209,0.990844,0.0000039890115,0.000014842194,0.000007911917,0.0057547893,0.00017393583,0.0000040444384,0.0020380688,0.00043289302,0.000079744306],"about_ca_topic_score_codex":0.0062959995,"about_ca_topic_score_gemma":0.004711334,"teacher_disagreement_score":0.013954604,"about_ca_system_score_codex":0.0004897991,"about_ca_system_score_gemma":0.0007455146,"threshold_uncertainty_score":0.95177096},"labels":[],"label_agreement":null},{"id":"W4386741886","doi":"10.5206/uwomj.v90i1.14058","title":"Emergence of Surveillance Capitalism in Medicine","year":2023,"lang":"en","type":"article","venue":"University of Western Ontario Medical Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Capitalism; Commodification; Social media; Public health; Big data; Public relations; Business; Sociology; Economics; Political science; Market economy; Medicine; Law; Computer science","score_opus":0.08674674444173212,"score_gpt":0.36147716057421186,"score_spread":0.2747304161324797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386741886","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9821467,0.00006531811,0.000056603556,0.013209569,0.0023394006,0.0001223851,0.0000010809954,0.000013102699,0.0020458633],"genre_scores_gemma":[0.9978568,0.0012482814,0.00007630836,0.000050087332,0.00033353566,2.3455242e-7,0.0000025502607,0.000003223518,0.00042898048],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99814796,0.00026516785,0.00027220667,0.00009334572,0.0009889523,0.00023238282],"domain_scores_gemma":[0.99853927,0.00068445853,0.00022737053,0.00007297479,0.0001648394,0.00031108732],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0023386737,0.000050080125,0.00023184909,0.00020679989,0.0001534702,0.0000024351384,0.0003987666,0.00012463704,0.0033795296],"category_scores_gemma":[0.0019268458,0.000054004195,0.00003911024,0.00048358567,0.0005966673,0.00011558713,0.000037884947,0.00032580906,0.000014478199],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016120108,0.000027659724,0.82471275,0.000013708472,0.00000697481,0.00005167682,0.16741508,0.0000018214704,0.0000063071057,0.00023741537,0.0020362753,0.0054742205],"study_design_scores_gemma":[0.0004697385,0.0000569948,0.9303754,0.0001954372,0.0000055166824,0.0000037309896,0.043907344,0.0000062069116,0.0000014767332,0.00040735237,0.024517668,0.000053162385],"about_ca_topic_score_codex":0.518837,"about_ca_topic_score_gemma":0.8786093,"teacher_disagreement_score":0.3597723,"about_ca_system_score_codex":0.00020099635,"about_ca_system_score_gemma":0.0018670382,"threshold_uncertainty_score":0.99753153},"labels":[],"label_agreement":null},{"id":"W4386754959","doi":"10.2196/48641","title":"Twitch Data in Health Promotion Research: Protocol for a Case Study Exploring COVID-19 Vaccination Views Among Young People","year":2023,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Vaccination; Protocol (science); 2019-20 coronavirus outbreak; Medicine; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Promotion (chess); Data collection; Family medicine; Health promotion; Psychology; Public health; Virology; Alternative medicine; Nursing; Political science; Sociology; Outbreak; Disease","score_opus":0.9550178139919884,"score_gpt":0.7702550264266591,"score_spread":0.18476278756532927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386754959","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026867438,7.236672e-7,0.000047615104,0.013221084,0.000112117,0.95925957,0.000022346716,0.00029925242,0.00016986411],"genre_scores_gemma":[0.014592828,0.000002230848,0.00019585475,0.000018738308,0.0011039526,0.9836707,0.00005864052,0.00006219243,0.00029487308],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.97769564,0.014142415,0.001129944,0.0012700247,0.003510941,0.0022510216],"domain_scores_gemma":[0.98825526,0.00765858,0.0003254923,0.001338064,0.0012014068,0.0012212112],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.100003436,0.00020422405,0.00041218495,0.0018321873,0.004348554,0.00055650424,0.0015168759,0.00020980516,0.00017369691],"category_scores_gemma":[0.062565245,0.00021246441,0.000047250734,0.009024335,0.00026121055,0.0017424438,0.0007359252,0.0013440315,0.000084497726],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00044536835,0.004703358,0.39867526,0.0073727863,0.0000098305945,0.00015290263,0.5149522,0.0000107031165,0.000008231931,0.0009137608,0.040275067,0.032480564],"study_design_scores_gemma":[0.0051456755,0.003915038,0.07689681,0.0013363926,0.0000010650006,0.000010066133,0.32607338,0.00082399434,0.000007999021,0.0031288275,0.5823106,0.00035012388],"about_ca_topic_score_codex":0.110651925,"about_ca_topic_score_gemma":0.40650442,"teacher_disagreement_score":0.5420356,"about_ca_system_score_codex":0.004600669,"about_ca_system_score_gemma":0.010520412,"threshold_uncertainty_score":0.9992205},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"case_report","genre":"protocol","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"qualitative","genre":"protocol","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"split"},{"id":"W4386781601","doi":"10.2196/49653","title":"A Deep Dive Into Instagram's Top Skinfluencers","year":2023,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Advertising; Skin care; Social media; Computer science; World Wide Web; Business; Medicine; Nursing","score_opus":0.05531564625548336,"score_gpt":0.4277892407476567,"score_spread":0.3724735944921733,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386781601","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9504969,0.00011991458,0.00004838877,0.034919076,0.005620068,0.0011862874,8.112924e-7,0.0004888738,0.007119671],"genre_scores_gemma":[0.9959804,0.0001720545,0.00022867652,0.0011734425,0.0004830745,0.0018546897,0.000013349172,0.000013083401,0.000081238024],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984352,0.00032098417,0.00022874727,0.00021759699,0.00026542606,0.00053204113],"domain_scores_gemma":[0.9983132,0.0011235954,0.00009569905,0.0001633926,0.00010375782,0.00020038043],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002518891,0.00008726106,0.00017645748,0.0001950446,0.0006291822,0.000032265383,0.00027965708,0.00024532553,0.00018814273],"category_scores_gemma":[0.0017808529,0.00009600462,0.000045131193,0.0011310173,0.0004424308,0.00016459289,0.000054533986,0.00017002012,0.0013854948],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001694979,0.00004846042,0.31416366,0.000109092995,0.000022497501,0.00007593241,0.510949,0.000014049161,0.000029541436,0.07864612,0.020545868,0.0753788],"study_design_scores_gemma":[0.00031079297,0.000026048929,0.12603049,0.000020404232,0.000010247862,0.000010650645,0.042132415,0.00016996326,0.00007713055,0.02211446,0.8088349,0.00026246224],"about_ca_topic_score_codex":0.0056062834,"about_ca_topic_score_gemma":0.00515067,"teacher_disagreement_score":0.78828907,"about_ca_system_score_codex":0.00031575424,"about_ca_system_score_gemma":0.00062238454,"threshold_uncertainty_score":0.99939203},"labels":[],"label_agreement":null},{"id":"W4386823509","doi":"10.1101/2023.09.17.558161","title":"Controlled experiment finds no detectable citation bump from Twitter promotion","year":2023,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Altmetrics; Citation; Social media; Promotion (chess); Relevance (law); Web of science; Psychology; Library science; Computer science; World Wide Web; Political science; MEDLINE","score_opus":0.08926646064104225,"score_gpt":0.3331499587572528,"score_spread":0.24388349811621052,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386823509","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96074754,0.00050258636,0.00064976874,0.003159552,0.02817576,0.005607226,0.0000843024,0.0010170983,0.0000561828],"genre_scores_gemma":[0.9794692,0.00031054585,0.0041663726,0.00019450513,0.0060425512,0.009629858,0.0000023808138,0.00014510402,0.000039530893],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99538696,0.000881411,0.00081603293,0.0010347082,0.0010591571,0.00082173775],"domain_scores_gemma":[0.9956008,0.001215557,0.0008023342,0.00080271316,0.0011492553,0.00042934137],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002121203,0.00044807728,0.0007422393,0.00034941913,0.0006940865,0.00041683187,0.00057900744,0.00095253775,0.00030817708],"category_scores_gemma":[0.006743427,0.0005229986,0.00019356248,0.0007570242,0.00020074529,0.00026307415,0.00018520266,0.00073397526,0.0011358047],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010527443,0.0024168147,0.10753015,0.0016617747,0.0014181752,0.000081191676,0.025575792,0.00015887222,0.8405408,0.0032103565,0.016261816,0.000091512804],"study_design_scores_gemma":[0.011183015,0.00051282137,0.72920775,0.0032939631,0.00092699943,2.971838e-9,0.0013488886,0.0017902274,0.17382935,0.0003363146,0.072421044,0.0051496336],"about_ca_topic_score_codex":0.007546918,"about_ca_topic_score_gemma":0.00014721372,"teacher_disagreement_score":0.66671145,"about_ca_system_score_codex":0.0016117976,"about_ca_system_score_gemma":0.0023626003,"threshold_uncertainty_score":0.9997222},"labels":[],"label_agreement":null},{"id":"W4386945011","doi":"10.2196/45665","title":"Social Media Use Among Orthopedic and Trauma Surgeons in Germany: Cross-Sectional Survey Study","year":2023,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Orthopedic trauma; Cross-sectional study; Social media; Medicine; Health care; Demographics; Orthopedic surgery; Family medicine; Test (biology); Psychology; Surgery; Demography","score_opus":0.45643689125648235,"score_gpt":0.5774423180964534,"score_spread":0.12100542683997106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386945011","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9959341,0.000010268123,3.5079893e-7,0.00034146203,0.0012365571,0.0018853724,0.00004581963,0.00008399807,0.00046202203],"genre_scores_gemma":[0.997704,0.000063522726,0.0000017431984,0.000006993554,0.00044950435,0.0015688228,0.000055008728,0.000016182068,0.00013420254],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9925356,0.004105343,0.00043352257,0.00029331038,0.0017396131,0.0008926238],"domain_scores_gemma":[0.9829143,0.015986899,0.000091242706,0.0001121205,0.00062823435,0.00026717156],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.017443791,0.00010592507,0.00020901965,0.00078237057,0.0018821958,0.0003237991,0.00023746652,0.00019831832,0.0001170313],"category_scores_gemma":[0.010599027,0.000110686684,0.00003621393,0.0035125767,0.0011817428,0.0010747771,0.00013259026,0.0007720651,0.00013425451],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025913958,0.000131403,0.7070598,0.000011863277,0.0000054354955,0.0000038059163,0.28959337,2.8825247e-7,3.2502595e-7,0.00025812673,0.0006686683,0.002241018],"study_design_scores_gemma":[0.0003791938,0.000052024705,0.9647656,0.0000081398,6.293272e-7,1.4175185e-7,0.03355835,0.000025048377,4.582605e-7,0.00035681392,0.00075550575,0.000098100245],"about_ca_topic_score_codex":0.037743736,"about_ca_topic_score_gemma":0.17575294,"teacher_disagreement_score":0.2577058,"about_ca_system_score_codex":0.0005088011,"about_ca_system_score_gemma":0.0006721883,"threshold_uncertainty_score":0.99941725},"labels":[],"label_agreement":null},{"id":"W4386965486","doi":"10.2196/preprints.52994","title":"Mapping the Global Conversation on Sports Analytics: A Methodology for Twitter Data Collection (Preprint)","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Analytics; Metadata; Conversation; Social media; Geolocation; Data science; Computer science; World Wide Web; Psychology","score_opus":0.7154881141322208,"score_gpt":0.5299681424052054,"score_spread":0.1855199717270154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386965486","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20588212,0.00011467649,0.25799283,0.35524505,0.13542403,0.02881611,0.0001919901,0.0013648901,0.014968294],"genre_scores_gemma":[0.88029695,0.0015858822,0.07723242,0.006647681,0.0171589,0.011326202,0.001894371,0.00012106444,0.0037365225],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9965899,0.0011427916,0.0004888626,0.0008006864,0.00057203165,0.00040570582],"domain_scores_gemma":[0.98849684,0.009576114,0.00048336026,0.0010124259,0.00031844567,0.00011281094],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.008679532,0.0001729859,0.00031400946,0.00014355259,0.000672953,0.00012093865,0.00091304444,0.00051634473,0.00017721362],"category_scores_gemma":[0.023454294,0.00015302804,0.00010086892,0.0006532646,0.00022486408,0.0000804335,0.00048105122,0.00038268513,0.00005910998],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003210262,0.00024350107,0.2658877,0.0009806497,0.0005445884,0.0000043533373,0.43401802,0.0013083454,0.000006101851,0.04533835,0.16034171,0.09100567],"study_design_scores_gemma":[0.00059393217,0.000085550644,0.30030206,0.00036915424,0.0002484987,0.0000011431957,0.17551716,0.008378115,0.000027367529,0.3505715,0.16316658,0.0007389131],"about_ca_topic_score_codex":0.03456249,"about_ca_topic_score_gemma":0.013069037,"teacher_disagreement_score":0.6744148,"about_ca_system_score_codex":0.0014509201,"about_ca_system_score_gemma":0.0024284602,"threshold_uncertainty_score":0.98477155},"labels":[],"label_agreement":null},{"id":"W4386984146","doi":"10.1080/0142159x.2023.2259069","title":"Online learning in health professions education. Part 2: Tools and practical application: AMEE Guide No. 163","year":2023,"lang":"en","type":"article","venue":"Medical Teacher","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Baycrest Hospital; University of Toronto","funders":"","keywords":"Social media; Permission; Computer science; Medical education; Multimedia; World Wide Web; Medicine","score_opus":0.17911448899159801,"score_gpt":0.5260814390584175,"score_spread":0.34696695006681955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386984146","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3207062,0.00041740312,0.00015897241,0.6571849,0.0054063587,0.002374315,0.0000032305109,0.00048303913,0.013265572],"genre_scores_gemma":[0.72188574,0.01575311,0.01208414,0.028781248,0.05314443,0.019779576,0.0014280155,0.00025402263,0.14688975],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968138,0.0011607799,0.0004854366,0.00029662557,0.0007823285,0.0004610798],"domain_scores_gemma":[0.99712056,0.0018284591,0.00015796514,0.00015005162,0.000120271725,0.00062271353],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0047095264,0.00008891886,0.00019407494,0.00010480716,0.0005055229,0.000034472054,0.00013059411,0.00024250701,0.0010039136],"category_scores_gemma":[0.06698444,0.00008686681,0.000022223685,0.0008243455,0.00029261585,0.0001699285,0.00005901969,0.0008328419,0.0003700174],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007760091,0.0008384631,0.31251323,0.00011089046,0.0000054636807,0.000003261859,0.04730581,9.735554e-7,0.0000012098628,0.008011899,0.15475294,0.4764481],"study_design_scores_gemma":[0.00013553294,0.000023916773,0.072900765,0.00014648713,0.0000024920716,9.92489e-7,0.023597263,0.00041339177,1.14576835e-7,0.0005080694,0.9021867,0.00008429082],"about_ca_topic_score_codex":0.0039978884,"about_ca_topic_score_gemma":0.0024092284,"teacher_disagreement_score":0.7474337,"about_ca_system_score_codex":0.00034951358,"about_ca_system_score_gemma":0.005397105,"threshold_uncertainty_score":0.9999093},"labels":[],"label_agreement":null},{"id":"W4387116239","doi":"10.2196/46296","title":"The Information Needs and Experiences of People Living With Cardiac Implantable Electronic Devices: Qualitative Content Analysis of Reddit Posts","year":2023,"lang":"en","type":"article","venue":"JMIR Cardio","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Content analysis; Social media; Qualitative research; Medicine; Qualitative analysis; Python (programming language); Psychology; Internet privacy; World Wide Web; Computer science","score_opus":0.05704819533144695,"score_gpt":0.3887303700351368,"score_spread":0.3316821747036898,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387116239","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9974177,0.0003252318,0.00001264414,0.00026181145,0.00038304363,0.0006350005,0.000013667049,0.00002587252,0.00092506496],"genre_scores_gemma":[0.9986318,0.00041401022,0.0000106592215,0.000014312479,0.00006799718,0.0008166435,0.0000152308785,0.0000032566463,0.000026112775],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99848443,0.00044778292,0.00027107392,0.00006881836,0.00045167806,0.00027620734],"domain_scores_gemma":[0.9960067,0.003263712,0.00026885414,0.000118653814,0.00028428476,0.000057739482],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019980045,0.00006246403,0.0002919635,0.000223464,0.00035903347,0.000038910977,0.000115371826,0.000050371964,0.000004589815],"category_scores_gemma":[0.00085348805,0.00004606739,0.00008315926,0.002836453,0.00021031985,0.00033978405,0.000021058448,0.00006418474,0.0000019261931],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011089241,0.0000033440265,0.05190437,0.000025696607,0.00023487772,1.2631469e-8,0.94434345,0.00000886557,0.000006415763,0.0019286593,0.0001537883,0.0013794092],"study_design_scores_gemma":[0.00003566915,0.00004775087,0.19239856,0.000021652084,0.000107537955,7.045757e-8,0.8055165,0.000020284011,0.000018836115,0.000012632576,0.0017753091,0.00004522069],"about_ca_topic_score_codex":0.01017734,"about_ca_topic_score_gemma":0.0037358967,"teacher_disagreement_score":0.1404942,"about_ca_system_score_codex":0.000121756355,"about_ca_system_score_gemma":0.00039882318,"threshold_uncertainty_score":0.99641395},"labels":[],"label_agreement":null},{"id":"W4387161943","doi":"10.1101/2023.09.27.23296214","title":"“My doctor self and my human self”: A qualitative study of physicians’ presentation of self on social media","year":2023,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Social Sciences and Humanities Research Council of Canada; Consejo Nacional de Investigaciones Científicas y Técnicas; Universidad Nacional de Córdoba","keywords":"Social media; Presentation (obstetrics); Thematic analysis; Psychology; Reflexivity; Professional boundaries; Social psychology; Qualitative research; Sociology; Medicine; Computer science; Nursing","score_opus":0.2526684660789173,"score_gpt":0.5039667411443796,"score_spread":0.25129827506546226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387161943","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99031025,0.000040974355,0.000001583125,0.0011219701,0.0045318403,0.003237619,0.000050936294,0.00027238866,0.00043242308],"genre_scores_gemma":[0.9960417,0.00013199197,0.00025331808,0.000024374987,0.0021783446,0.0012475864,0.000041587828,0.000047029378,0.00003403674],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.993773,0.0030030892,0.0008382512,0.0006033943,0.0013998772,0.00038239488],"domain_scores_gemma":[0.99255234,0.005359333,0.0011480995,0.00029451703,0.0005315571,0.00011414287],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0028108081,0.00026856773,0.0007234863,0.00029995944,0.000505686,0.000041590374,0.0004479153,0.00037387596,0.000025909841],"category_scores_gemma":[0.002382516,0.000301813,0.00011655335,0.0006716386,0.00032414665,0.000116935276,0.00018437009,0.0005393648,0.000013491917],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018370109,0.001180815,0.02961535,0.00046867316,0.0001746638,0.0000010262825,0.96490335,0.0000018647795,0.00004204063,0.0026208104,0.00036658923,0.00060646236],"study_design_scores_gemma":[0.00058733055,0.00020715696,0.45254293,0.00015344578,0.00020063092,2.1808557e-8,0.5411364,0.000007132257,0.00011000263,0.004419352,0.00037896805,0.00025661752],"about_ca_topic_score_codex":0.0076462496,"about_ca_topic_score_gemma":0.005379993,"teacher_disagreement_score":0.42376694,"about_ca_system_score_codex":0.00035014277,"about_ca_system_score_gemma":0.0006418682,"threshold_uncertainty_score":0.9999434},"labels":[],"label_agreement":null},{"id":"W4387208588","doi":"10.2196/47970","title":"Effectiveness and Cost of Using Facebook Recruitment to Elicit Canadian Women’s Perspectives on Bone Health and Osteoporosis: Cross-Sectional Survey Study","year":2023,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Alberta Bone and Joint Health Institute; University of Calgary; Alberta Health Services","funders":"Cumming School of Medicine, University of Calgary","keywords":"Web survey; Cross-sectional study; Medicine; Family medicine; Public health; Osteoporosis; Globe; Survey data collection; Gerontology; Psychology; Nursing; Marketing; Business","score_opus":0.4646675129723527,"score_gpt":0.5963801221090613,"score_spread":0.13171260913670862,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387208588","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9926807,0.00027239783,0.0000046979517,0.0029292915,0.0009944717,0.003062893,0.000010100335,0.000005525359,0.000039885577],"genre_scores_gemma":[0.9984964,0.000513775,0.000011734546,0.00007772964,0.00037463722,0.0004635579,9.933115e-7,0.000010262298,0.000050885676],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9919303,0.0041278885,0.00050476246,0.00023440947,0.0026185524,0.0005840909],"domain_scores_gemma":[0.9910608,0.005852113,0.00016737952,0.00008496242,0.00090543396,0.0019293283],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.04611756,0.00008004701,0.00031558223,0.00080095185,0.00036530496,0.00011254683,0.00026815198,0.00013141721,0.00022056939],"category_scores_gemma":[0.026066411,0.00007167604,0.000025861491,0.0007383516,0.00050213584,0.0000899477,0.00008713776,0.00069833593,0.00000800355],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029731836,0.00018459912,0.72907305,0.00006567838,0.00004227219,0.000018351457,0.25892067,0.000004662517,0.0000094386605,0.00014540345,0.00038591132,0.010852654],"study_design_scores_gemma":[0.0005057808,0.0015007528,0.84303784,0.00024082715,0.0000011512481,0.000005361239,0.15276071,0.000024891193,0.0000068679597,0.000058975707,0.0018093453,0.000047463276],"about_ca_topic_score_codex":0.394011,"about_ca_topic_score_gemma":0.18626975,"teacher_disagreement_score":0.20774125,"about_ca_system_score_codex":0.0034377873,"about_ca_system_score_gemma":0.0054653734,"threshold_uncertainty_score":0.98222274},"labels":[],"label_agreement":null},{"id":"W4387208614","doi":"10.2196/preprints.47970","title":"Effectiveness and Cost of Using Facebook Recruitment to Elicit Canadian Women’s Perspectives on Bone Health and Osteoporosis: Cross-Sectional Survey Study (Preprint)","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Web survey; Cross-sectional study; Medicine; Osteoporosis; Family medicine; Survey research; Public health; Postmenopausal osteoporosis; Advertising; Psychology; Gerontology; Business; Marketing; Nursing; Bone mineral; Applied psychology","score_opus":0.3348498939557023,"score_gpt":0.4946141882623185,"score_spread":0.1597642943066162,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387208614","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9672145,0.00016181706,0.000013862923,0.00046953707,0.0029386266,0.028836656,0.00016520168,0.00007080274,0.00012895332],"genre_scores_gemma":[0.98346263,0.00031156308,0.00010849828,0.0001054397,0.00022616936,0.015656982,0.000017049362,0.000036153364,0.00007552712],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.994505,0.002583439,0.00057489873,0.0010253894,0.0006450581,0.0006662496],"domain_scores_gemma":[0.99400294,0.0036189049,0.00033124516,0.00032676387,0.0005124535,0.0012076779],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.009950678,0.00026609743,0.00061605347,0.00052185793,0.0009488868,0.00020122642,0.00020359113,0.0002739089,0.000093007206],"category_scores_gemma":[0.006100945,0.0003019714,0.00004168804,0.00039146564,0.00029659798,0.0000708221,0.00024550685,0.000427219,0.00001203291],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000078590274,0.00012234261,0.7112257,0.00018402346,0.00004413977,6.4218733e-7,0.28628972,0.00019763822,0.00000352319,0.00013724428,0.000010510394,0.0017059331],"study_design_scores_gemma":[0.0002693964,0.00029966896,0.81696737,0.00016469152,0.0000039034912,2.5880752e-7,0.18177077,0.0000056490258,0.000005506947,0.00018559775,0.00014001632,0.00018714806],"about_ca_topic_score_codex":0.91750354,"about_ca_topic_score_gemma":0.8369154,"teacher_disagreement_score":0.10574172,"about_ca_system_score_codex":0.008834989,"about_ca_system_score_gemma":0.0075343833,"threshold_uncertainty_score":0.99994326},"labels":[],"label_agreement":null},{"id":"W4387209617","doi":"10.2196/42810","title":"Reproductive Health Experiences Shared on TikTok by Young People: Content Analysis","year":2023,"lang":"en","type":"article","venue":"JMIR Infodemiology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Reproductive health; Popularity; Content analysis; Pill; Qualitative research; Internet privacy; Psychology; Computer science; Medicine; Social psychology; Sociology; Nursing; Population","score_opus":0.25180667382401023,"score_gpt":0.4890873548395745,"score_spread":0.23728068101556427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387209617","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94637847,0.00014809064,0.00002897906,0.0457935,0.00393922,0.0014270054,0.000020207202,0.00031913185,0.0019453866],"genre_scores_gemma":[0.99100995,0.00031378528,0.000089553636,0.0015296648,0.0007657337,0.00572962,0.00011457405,0.000010157489,0.00043698653],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99671364,0.001105814,0.00053641957,0.0005762768,0.00035305865,0.0007148033],"domain_scores_gemma":[0.99674916,0.002060455,0.0003892885,0.00035877648,0.00017090584,0.0002714273],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002646111,0.00013604134,0.00049275684,0.00029532053,0.00070863444,0.000028433447,0.00033439315,0.0002137117,0.00029660575],"category_scores_gemma":[0.0077034566,0.00013410549,0.00011425104,0.0026101053,0.0003656063,0.0001465193,0.00005493782,0.00025367388,0.00019055897],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022867283,0.000045990666,0.45908293,0.000009030868,0.00004786799,3.432913e-7,0.49630198,0.000027566159,0.00000877529,0.003011925,0.039460506,0.0019802283],"study_design_scores_gemma":[0.00012808884,0.00016424542,0.7876491,0.000010085524,0.000019187264,2.6694053e-7,0.18918693,0.00010013736,0.0000090126805,0.0005967114,0.021962766,0.00017344499],"about_ca_topic_score_codex":0.028459568,"about_ca_topic_score_gemma":0.00926225,"teacher_disagreement_score":0.3285662,"about_ca_system_score_codex":0.0005237637,"about_ca_system_score_gemma":0.0005481256,"threshold_uncertainty_score":0.97801},"labels":[],"label_agreement":null},{"id":"W4387237021","doi":"10.2196/46085","title":"Visibility of Board-Certified Dermatologists on TikTok","year":2023,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Visibility; Certification; On board; Dermatology; Business; Computer science; Medicine; Geography; Remote sensing; Optics; Political science; Physics; Law","score_opus":0.16665139148353517,"score_gpt":0.46489017758209467,"score_spread":0.29823878609855947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387237021","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96689135,0.000042808046,0.000007180213,0.019308418,0.0043816953,0.0011297609,0.000004553444,0.00033520357,0.007899062],"genre_scores_gemma":[0.99831146,0.0000656406,0.00007039813,0.0004771528,0.0002175003,0.000753589,0.000011731473,0.000012552513,0.00007998614],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977765,0.0006645961,0.00044163637,0.00027200242,0.00033530046,0.00050992664],"domain_scores_gemma":[0.9964614,0.002660651,0.00020408547,0.0003181781,0.00019902806,0.00015667215],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00047556657,0.000105868916,0.00032188962,0.0002088086,0.0002933636,0.0000119614215,0.00030181403,0.00031636533,0.0001492185],"category_scores_gemma":[0.0045727375,0.000110739995,0.00007389482,0.00088013033,0.00062192953,0.00008377804,0.000040851828,0.00018442224,0.0007845267],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014294166,0.00037447407,0.67343056,0.0005045236,0.000041232975,0.000067631605,0.07581304,0.000011421405,0.00023909104,0.10392812,0.12372105,0.02172593],"study_design_scores_gemma":[0.0006616349,0.000078289246,0.7300989,0.00006413296,0.000017025994,0.000012232065,0.008260641,0.00013517519,0.0028624015,0.016737776,0.24071015,0.0003616076],"about_ca_topic_score_codex":0.0015231976,"about_ca_topic_score_gemma":0.0008776559,"teacher_disagreement_score":0.116989106,"about_ca_system_score_codex":0.0001699792,"about_ca_system_score_gemma":0.0005312196,"threshold_uncertainty_score":0.9999935},"labels":[],"label_agreement":null},{"id":"W4387241533","doi":"10.2196/43824","title":"Recruiting Sexual and Gender Minority Veterans for Health Disparities Research: Recruitment Protocol of a Web-Based Prospective Cohort Study","year":2023,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Agency for Healthcare Research and Quality; U.S. Department of Veterans Affairs","keywords":"Transgender; Lesbian; Sexual minority; Sexual orientation; Gerontology; Population; Psychology; Health equity; Outreach; Mental health; Medicine; Demographics; Demography; Public health; Psychiatry; Environmental health; Social psychology; Nursing; Political science","score_opus":0.8562421222387706,"score_gpt":0.7118652099073173,"score_spread":0.14437691233145333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387241533","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04977265,0.0000020144264,0.0000054063157,0.0032801037,0.000047498706,0.9459763,0.000042477903,0.00015437977,0.00071912224],"genre_scores_gemma":[0.022711862,0.0000012666151,0.0003355626,0.000026379628,0.0006378764,0.97598106,0.000010037327,0.000036050376,0.0002599337],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9863349,0.007389389,0.0007302305,0.0008060821,0.0030233623,0.001716007],"domain_scores_gemma":[0.98906875,0.007828954,0.00023088543,0.0004639472,0.0019028676,0.00050459686],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.039221376,0.00017737728,0.00044758635,0.00069372106,0.002659917,0.00023197009,0.0004908938,0.00017758392,0.0000443841],"category_scores_gemma":[0.009577661,0.00017629392,0.000051387404,0.0024149157,0.0012695328,0.00024448812,0.00018403785,0.0008761446,0.000013697403],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010041897,0.0018696385,0.8656622,0.0057242992,0.00003397333,0.0000031765792,0.09393661,9.592011e-7,0.000079671634,0.0022041972,0.010034726,0.019446358],"study_design_scores_gemma":[0.005084505,0.008302055,0.77382004,0.0007140086,0.0000036065915,2.4063814e-7,0.057648398,0.0001519206,0.00008486636,0.0044872286,0.14941877,0.0002843422],"about_ca_topic_score_codex":0.006383028,"about_ca_topic_score_gemma":0.0046019666,"teacher_disagreement_score":0.13938405,"about_ca_system_score_codex":0.0013575291,"about_ca_system_score_gemma":0.005936181,"threshold_uncertainty_score":0.99969923},"labels":[],"label_agreement":null},{"id":"W4387312540","doi":"10.21203/rs.3.rs-3297034/v1","title":"The Effects of Podcasts on Medical Education: A Systematic Review","year":2023,"lang":"en","type":"review","venue":"Research Square","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; University of Ottawa; University of Toronto","funders":"University of Ottawa","keywords":"Popularity; Scopus; Inclusion (mineral); MEDLINE; Medical education; Continuing medical education; Medical literature; Psychology; Medicine; Knowledge retention; Systematic review; Family medicine; Continuing education; Social psychology","score_opus":0.32513461968396334,"score_gpt":0.6321816729234988,"score_spread":0.30704705323953546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387312540","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[4.792515e-7,0.9683944,9.9934596e-8,0.0038628408,0.005329585,0.020930637,0.0000040685973,0.000056686575,0.0014211936],"genre_scores_gemma":[0.0000011082217,0.9692995,0.0000025258187,0.000082503095,0.0017930459,0.027790466,0.000020125672,0.000046884412,0.00096381723],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9795152,0.013419446,0.0010769642,0.00034933383,0.0049042297,0.00073483743],"domain_scores_gemma":[0.8979291,0.09907507,0.0005620457,0.00085724256,0.0010041128,0.00057247747],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.020334125,0.00020274399,0.0016309315,0.00032881714,0.001120565,0.00007612415,0.001393897,0.00045378265,0.000085426414],"category_scores_gemma":[0.42988288,0.00012568387,0.00037991957,0.003460278,0.0006444799,0.000044870445,0.00012070359,0.0012129116,0.0010812387],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[4.3126988e-7,0.000056005694,5.5652475e-7,0.72605205,0.000029033667,0.00000243879,0.00096318865,2.3585045e-10,2.5286284e-10,0.008146329,0.011308659,0.2534413],"study_design_scores_gemma":[0.000012069792,0.00004477503,0.000001265893,0.54551566,0.00010260496,6.6576155e-7,0.00047478324,4.0090296e-8,6.9094255e-9,0.0001408155,0.45365375,0.000053569674],"about_ca_topic_score_codex":0.0011962954,"about_ca_topic_score_gemma":0.0005745614,"teacher_disagreement_score":0.44234508,"about_ca_system_score_codex":0.0010958278,"about_ca_system_score_gemma":0.02669609,"threshold_uncertainty_score":0.99969655},"labels":[],"label_agreement":null},{"id":"W4387341609","doi":"10.5489/cuaj.8581","title":"Prepping the eulogy for social media in urology?","year":2023,"lang":"en","type":"editorial","venue":"Canadian Urological Association Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Eulogy; Urology; Sociology; Medicine; Art; Literature","score_opus":0.08250473406373367,"score_gpt":0.3692565199578605,"score_spread":0.28675178589412686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387341609","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012295174,0.00021087166,0.000007634256,0.123318985,0.8733181,0.0010126724,0.00019125592,0.000059928087,0.0006510374],"genre_scores_gemma":[0.009670167,0.00054925535,0.000027819087,0.0011757595,0.98711884,0.000986294,0.0001915677,0.00005123539,0.00022905618],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99348915,0.0023865828,0.00082516146,0.00039894195,0.0012152381,0.0016849218],"domain_scores_gemma":[0.92608935,0.07093981,0.001082876,0.0001245844,0.0010764883,0.0006869128],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.011665354,0.00024129338,0.00054677797,0.0004628405,0.0027002848,0.00028864187,0.00090080325,0.0033929097,0.00020577741],"category_scores_gemma":[0.29075727,0.00021540593,0.00024890318,0.0008466873,0.00025939618,0.00013273726,0.00003138604,0.0031516105,0.00010363844],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000018643728,0.000012977277,0.0041130134,0.000007061829,0.000034543522,0.0000075710536,0.01842152,0.000005885766,9.888762e-8,0.0010213383,0.9728365,0.0035208296],"study_design_scores_gemma":[0.00034500417,0.000041771214,0.018585026,0.000009017755,0.000052065046,4.686546e-7,0.0020304832,0.000008336444,2.0485132e-8,0.009511831,0.96921897,0.00019702906],"about_ca_topic_score_codex":0.023819216,"about_ca_topic_score_gemma":0.4669405,"teacher_disagreement_score":0.44312128,"about_ca_system_score_codex":0.0073890607,"about_ca_system_score_gemma":0.011333984,"threshold_uncertainty_score":0.99914813},"labels":[],"label_agreement":null},{"id":"W4387364700","doi":"10.48083/dmpr4183","title":"Social Media Engagement for Urology Journals — A Correlation Analysis of Traditional and Social Media Metrics","year":2023,"lang":"en","type":"article","venue":"Société Internationale d’Urologie Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Scopus; Social media; Altmetrics; Rank correlation; Spearman's rank correlation coefficient; Index (typography); Citation; Metric (unit); Psychology; Statistics; Computer science; Mathematics; Library science; MEDLINE; Political science; World Wide Web; Business","score_opus":0.44799112495212157,"score_gpt":0.48314233209173324,"score_spread":0.03515120713961167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387364700","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94031584,0.0005450456,0.0034325593,0.039967477,0.013325316,0.00079547055,0.00036167214,0.00012878986,0.0011278497],"genre_scores_gemma":[0.99158573,0.00094161683,0.00051970937,0.0003882001,0.0059267213,0.00022391841,0.00035999497,0.00001762066,0.00003647108],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99593824,0.0009203722,0.0009352324,0.00028047216,0.0014008497,0.0005248215],"domain_scores_gemma":[0.9707886,0.026728142,0.0011047598,0.00006458368,0.0011432006,0.00017069902],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0066199973,0.00017053656,0.0005229951,0.0018251146,0.0016268835,0.000121856036,0.00042700235,0.0003953306,0.00066937576],"category_scores_gemma":[0.027302727,0.00018474099,0.000432997,0.0020980178,0.000533101,0.00035234934,0.000047908383,0.000653551,0.0000066336756],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004942519,0.0007100411,0.13937631,0.000071491515,0.004329082,0.000019127432,0.44555548,0.000762304,0.0001858119,0.22265399,0.04113085,0.14471126],"study_design_scores_gemma":[0.0015328678,0.00012499615,0.84514266,0.000008682777,0.0013421186,0.0000062031745,0.032910112,0.00259408,0.000010355676,0.088980824,0.027046638,0.00030046815],"about_ca_topic_score_codex":0.000039430655,"about_ca_topic_score_gemma":0.00036989732,"teacher_disagreement_score":0.7057663,"about_ca_system_score_codex":0.00050213,"about_ca_system_score_gemma":0.0007316413,"threshold_uncertainty_score":0.9996729},"labels":[],"label_agreement":null},{"id":"W4387364710","doi":"10.48083/jkkq6501","title":"Urology Reach on Social Media: Appealing to Future Potential Applicants","year":2023,"lang":"en","type":"article","venue":"Société Internationale d’Urologie Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Social media; The Internet; Psychology; Medicine; Medical education; Advertising; World Wide Web; Business; Computer science","score_opus":0.1720943459556724,"score_gpt":0.45148557339944373,"score_spread":0.2793912274437713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387364710","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7894815,0.00009319528,0.00048131665,0.16494823,0.037674244,0.00072929,0.0000308327,0.00035870002,0.006202707],"genre_scores_gemma":[0.95718545,0.00048189555,0.00024742918,0.0035661743,0.03794336,0.0003271228,0.000052554835,0.000028778377,0.00016722945],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963369,0.0006294394,0.0005181156,0.00037226212,0.0013117149,0.00083161093],"domain_scores_gemma":[0.99635047,0.0023386206,0.00035070727,0.00013039108,0.00045162896,0.00037818792],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0026265725,0.00018899489,0.0002840989,0.0004666675,0.0016492632,0.00017645008,0.0008111336,0.0004286176,0.00056868664],"category_scores_gemma":[0.004349556,0.00019717097,0.00019479958,0.0007838164,0.00022995476,0.00022240117,0.00010605814,0.0010244843,0.00051504455],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006376546,0.00043303944,0.0134839425,0.000025540618,0.00026643183,0.0002167131,0.15408039,0.0010582694,0.0004505491,0.08899367,0.23266254,0.50769126],"study_design_scores_gemma":[0.0011753247,0.00021309087,0.2500187,0.00001871762,0.000055880577,0.00003360137,0.06672798,0.00012521929,0.000022873997,0.04016679,0.64093065,0.00051121524],"about_ca_topic_score_codex":0.0001288664,"about_ca_topic_score_gemma":0.0002604065,"teacher_disagreement_score":0.50718004,"about_ca_system_score_codex":0.00068519526,"about_ca_system_score_gemma":0.0008555204,"threshold_uncertainty_score":0.9996505},"labels":[],"label_agreement":null},{"id":"W4387364731","doi":"10.48083/natn6247","title":"The Emerging Role of Social Media in Urology","year":2023,"lang":"fr","type":"article","venue":"Société Internationale d’Urologie Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Urology; Social media; Sociology; Medicine; Computer science; World Wide Web","score_opus":0.1326101792922257,"score_gpt":0.4390664879367795,"score_spread":0.30645630864455375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387364731","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.741718,0.008864264,0.000010726974,0.18887286,0.051759366,0.0003811417,0.000023845447,0.000052661875,0.00831715],"genre_scores_gemma":[0.9773446,0.01216819,0.000058321082,0.00040369187,0.008674635,0.00016095287,0.000017777702,0.000023551813,0.0011483169],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9952834,0.0015064465,0.00102789,0.0002450655,0.0010357308,0.00090146356],"domain_scores_gemma":[0.9828634,0.015441794,0.00090465957,0.00011985888,0.0005188696,0.00015138583],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0052022464,0.00018249245,0.00033987872,0.00034429305,0.0011331763,0.00007987686,0.0009690562,0.00044598244,0.00085527496],"category_scores_gemma":[0.015925942,0.00017260227,0.00025482857,0.001305911,0.0013405057,0.0003117849,0.00014677472,0.0012621938,0.0001403647],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012995883,0.00021677942,0.07541335,0.000028613646,0.00017214988,0.000031625983,0.21544287,0.00026081727,0.000088658955,0.19678622,0.016009597,0.49541938],"study_design_scores_gemma":[0.0005790765,0.00007454441,0.24202208,0.000025422944,0.000038074657,0.000014787023,0.08610599,0.00066513073,0.000017350536,0.15128458,0.5189967,0.0001762722],"about_ca_topic_score_codex":0.0004306843,"about_ca_topic_score_gemma":0.002591281,"teacher_disagreement_score":0.5029871,"about_ca_system_score_codex":0.0007345312,"about_ca_system_score_gemma":0.001161604,"threshold_uncertainty_score":0.99236333},"labels":[],"label_agreement":null},{"id":"W4387381766","doi":"10.48083/iphg7802","title":"The Evolution of Kidney Stone Information Available to Patients: Interest Trends of Social Media and Quality Assessment of Kidney Stone Smartphone Apps","year":2023,"lang":"en","type":"article","venue":"Société Internationale d’Urologie Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Smartphone app; Smartphone application; Medicine; Kidney stones; Reliability (semiconductor); Descriptive statistics; Social media; App store; Quality (philosophy); Index (typography); Mobile apps; Internet privacy; Computer science; Urology; World Wide Web; Multimedia; Statistics","score_opus":0.14263002414104847,"score_gpt":0.4337673973295602,"score_spread":0.29113737318851174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387381766","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96686244,0.00005928127,0.00022836488,0.021648156,0.0064354423,0.00042277205,0.000228724,0.000037092963,0.0040776976],"genre_scores_gemma":[0.9978657,0.00046996865,0.00031845237,0.0003167672,0.0005778178,0.00009415137,0.00012671894,0.000008358183,0.00022211626],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99650466,0.0006735578,0.0011733845,0.0001429734,0.001175017,0.0003304224],"domain_scores_gemma":[0.99359643,0.0027944602,0.0015272414,0.00013449967,0.0015533728,0.00039400713],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0044230414,0.00012628538,0.00033007204,0.0004468594,0.00056975643,0.000053362783,0.00045493257,0.00017436557,0.0003395257],"category_scores_gemma":[0.03681989,0.000111663365,0.0001272804,0.0008610851,0.000551095,0.00056038966,0.00013309496,0.00035560713,0.000011315823],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044198742,0.0005813699,0.5874996,0.00020871947,0.00032583173,4.849225e-7,0.11236717,0.000038912483,0.0006595875,0.059129182,0.12613884,0.11260829],"study_design_scores_gemma":[0.001114472,0.00016140952,0.9381028,0.000067788365,0.000034878565,5.135317e-7,0.022834713,0.00007444175,0.00009774763,0.0030326378,0.034345854,0.00013277715],"about_ca_topic_score_codex":0.0016103316,"about_ca_topic_score_gemma":0.0006284071,"teacher_disagreement_score":0.35060313,"about_ca_system_score_codex":0.00090620294,"about_ca_system_score_gemma":0.0022529818,"threshold_uncertainty_score":0.9712934},"labels":[],"label_agreement":null},{"id":"W4387384028","doi":"10.48083/rbaz4307","title":"Novel Methods of Social Media Dissemination in Urology","year":2023,"lang":"en","type":"article","venue":"Société Internationale d’Urologie Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Urology; Social media; Quality (philosophy); Medicine; Sociology; Medical education; Computer science; World Wide Web","score_opus":0.24182921176893835,"score_gpt":0.5491415506021712,"score_spread":0.30731233883323283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387384028","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.923037,0.00019679901,0.0027779136,0.0441528,0.019311382,0.00053917704,0.000025171395,0.00013771943,0.009822056],"genre_scores_gemma":[0.99318635,0.00042841924,0.003272006,0.00020366407,0.0025163754,0.00015235746,0.000037777707,0.000014571873,0.00018847101],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9971957,0.00085118733,0.000643532,0.00019010868,0.0006827469,0.00043670667],"domain_scores_gemma":[0.9868777,0.011937624,0.00053514837,0.00007404812,0.00047020905,0.00010529768],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0057304893,0.00010759378,0.00026210293,0.0005839509,0.0003575562,0.000037482372,0.0004962167,0.0002951571,0.0005574075],"category_scores_gemma":[0.031179747,0.00011689641,0.00013146705,0.0009298171,0.00037583307,0.00026380402,0.00006472026,0.0005581384,0.000021394111],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018000975,0.00057110755,0.10560732,0.000042261054,0.00012459522,0.000022470887,0.32585755,0.00015734634,0.005249727,0.11872689,0.011366621,0.4320941],"study_design_scores_gemma":[0.00079837657,0.00006513599,0.87319934,0.000019571651,0.00002648355,0.00001077152,0.03312587,0.00035960414,0.00018817376,0.039273806,0.05272304,0.00020981277],"about_ca_topic_score_codex":0.0001921483,"about_ca_topic_score_gemma":0.00059387577,"teacher_disagreement_score":0.767592,"about_ca_system_score_codex":0.00046841596,"about_ca_system_score_gemma":0.00060052774,"threshold_uncertainty_score":0.97698104},"labels":[],"label_agreement":null},{"id":"W4387384030","doi":"10.48083/ngto5760","title":"The Influence of Social Medial Influencers on Urology Information: Where Are all the Urologists?","year":2023,"lang":"en","type":"article","venue":"Société Internationale d’Urologie Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Influencer marketing; Urology; Medicine; Business; Marketing","score_opus":0.09404686879871588,"score_gpt":0.41965029885721583,"score_spread":0.32560343005849995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387384030","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79495144,0.00012441548,0.000009207194,0.1941266,0.006734821,0.00050178956,0.000017268843,0.00009504368,0.0034394239],"genre_scores_gemma":[0.9893015,0.0028103434,0.000017275936,0.0049072565,0.0025459207,0.00027049115,0.000011978075,0.000009424101,0.00012580601],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961178,0.00095148396,0.00080605835,0.00015638034,0.0013667326,0.00060155254],"domain_scores_gemma":[0.9871578,0.0102897575,0.0012938896,0.00018499255,0.0009472539,0.00012625716],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0043173493,0.00015792853,0.00021177242,0.00017788772,0.0022996347,0.00019229694,0.0014141022,0.00030143253,0.00018320515],"category_scores_gemma":[0.020923067,0.0001067871,0.00018006147,0.0005879565,0.0015975087,0.00056385424,0.000121077275,0.0010255155,0.00015398461],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011039599,0.00020184461,0.26944566,0.000050049824,0.00061320805,0.000033306198,0.22463402,0.015434123,0.000067692454,0.19618161,0.20913039,0.083104156],"study_design_scores_gemma":[0.00032843943,0.00012036335,0.39052352,0.000007083827,0.000020825604,0.0000058615683,0.0140314335,0.000050515977,0.0000048366774,0.009475683,0.5853318,0.00009962051],"about_ca_topic_score_codex":0.0003057683,"about_ca_topic_score_gemma":0.0006339202,"teacher_disagreement_score":0.37620142,"about_ca_system_score_codex":0.00039972636,"about_ca_system_score_gemma":0.0009630863,"threshold_uncertainty_score":0.99899924},"labels":[],"label_agreement":null},{"id":"W4387384035","doi":"10.48083/ktol8925","title":"“Likes” in Social Media: Does It Carry Any Implications?","year":2023,"lang":"en","type":"article","venue":"Société Internationale d’Urologie Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Social media; Misinformation; Public relations; Promotion (chess); Variety (cybernetics); Psychology; Medical education; Internet privacy; Medicine; Political science; Computer science","score_opus":0.22810317813906267,"score_gpt":0.47748711320627985,"score_spread":0.24938393506721718,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387384035","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77485514,0.00013120995,0.00002769072,0.19842277,0.014953841,0.00048467173,0.00003230969,0.00020187596,0.010890505],"genre_scores_gemma":[0.98665035,0.0015963714,0.00017758108,0.0014610913,0.009149774,0.00043743075,0.000050791306,0.000020256557,0.00045637274],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99692607,0.0005940977,0.000642032,0.00028505852,0.00085891923,0.0006938101],"domain_scores_gemma":[0.99354434,0.0052372683,0.0003934124,0.0001247509,0.0004867299,0.0002134935],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003061003,0.00015046967,0.00025187313,0.00050928426,0.0012158664,0.00016248043,0.0007316519,0.0003155126,0.00090165436],"category_scores_gemma":[0.0129287485,0.00014148702,0.0001652641,0.0010329584,0.0003683497,0.0004449851,0.000086215514,0.00080037705,0.00016443795],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006175464,0.00023879702,0.61329234,0.00002289365,0.00009048069,0.000041517,0.1689398,0.000034778655,0.00015787962,0.050997566,0.09568174,0.07044048],"study_design_scores_gemma":[0.00056782644,0.000021531783,0.71105856,0.000021431479,0.000014857697,0.000007084837,0.04628404,0.000021679984,0.000016403115,0.097369276,0.14440112,0.00021620523],"about_ca_topic_score_codex":0.00046550253,"about_ca_topic_score_gemma":0.004098375,"teacher_disagreement_score":0.21179521,"about_ca_system_score_codex":0.0011467268,"about_ca_system_score_gemma":0.0012117452,"threshold_uncertainty_score":0.99538577},"labels":[],"label_agreement":null},{"id":"W4387384036","doi":"10.48083/perg3137","title":"Tips and Pitfalls in Using Social Media Platforms for Survey Dissemination","year":2023,"lang":"en","type":"article","venue":"Société Internationale d’Urologie Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Social media; Dissemination; Flexibility (engineering); Health care; Anonymity; Public relations; Internet privacy; Quality (philosophy); Information Dissemination; Population; Business; Psychology; Political science; Medicine; Computer science; Environmental health; World Wide Web; Computer security","score_opus":0.40038528985667216,"score_gpt":0.5156939390622428,"score_spread":0.11530864920557066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387384036","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9880365,0.000096928205,0.00026537833,0.0043264087,0.0063652955,0.0004974317,0.000043618198,0.00005698043,0.00031141695],"genre_scores_gemma":[0.99610376,0.0005112762,0.00036690582,0.0001231478,0.0025461104,0.00013425201,0.00009826127,0.000014900135,0.0001013672],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981445,0.00024098922,0.0004280862,0.00019145194,0.0005597831,0.0004352024],"domain_scores_gemma":[0.98895794,0.010159896,0.0003097881,0.000045267338,0.00040770878,0.00011937714],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0051373276,0.000106576175,0.0001951967,0.00034441878,0.00077678764,0.00012846239,0.00026130895,0.00022625839,0.00008382604],"category_scores_gemma":[0.02306672,0.0001108959,0.000071314316,0.0004893999,0.00021025226,0.00042164623,0.000044400207,0.0003398977,0.000006709227],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017509187,0.00016667575,0.7578754,0.000037178317,0.000064048734,0.000010495177,0.12661116,0.00004802081,0.0001374077,0.014918233,0.009540939,0.09041538],"study_design_scores_gemma":[0.0005469079,0.0000281337,0.94717467,0.000026735328,0.000010061528,0.0000050133185,0.0140507715,0.0008109054,0.000011543446,0.033276882,0.0039045336,0.00015382396],"about_ca_topic_score_codex":0.00045882334,"about_ca_topic_score_gemma":0.0035519446,"teacher_disagreement_score":0.18929932,"about_ca_system_score_codex":0.0006281383,"about_ca_system_score_gemma":0.00050205574,"threshold_uncertainty_score":0.9851624},"labels":[],"label_agreement":null},{"id":"W4387384042","doi":"10.48083/pgwg4918","title":"Harm Related to Social Media Misinformation on Pelvic Organ Prolapse in YouTube, Instagram, and Pinterest Posts","year":2023,"lang":"en","type":"article","venue":"Société Internationale d’Urologie Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Misinformation; Harm; Social media; Categorization; Psychology; Internet privacy; Medicine; Advertising; Social psychology; Computer science; Business; Computer security; World Wide Web","score_opus":0.14350684864738442,"score_gpt":0.434383642554944,"score_spread":0.2908767939075596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387384042","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9346445,0.000035882047,0.0000055067203,0.05301089,0.006718928,0.000671121,0.000018799774,0.000146727,0.004747606],"genre_scores_gemma":[0.9965646,0.00033824446,0.00007671368,0.0013704528,0.0011916233,0.000121447876,0.00005705091,0.000018436804,0.00026143048],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99732506,0.00039364913,0.00064612733,0.0002339479,0.0008657449,0.0005354656],"domain_scores_gemma":[0.99689585,0.002029235,0.00032874465,0.000083333405,0.00039558907,0.00026724787],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0022430161,0.00016048478,0.0002237839,0.00071075506,0.00069593935,0.00021641025,0.00039672756,0.0002734151,0.0002731823],"category_scores_gemma":[0.013192575,0.00016455141,0.000078012905,0.00096334255,0.00018398293,0.0005425901,0.00007975658,0.0007657673,0.00025895407],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004051661,0.00028981772,0.15642765,0.000040496026,0.000089093475,0.000058331865,0.62100714,0.000089232795,0.00011665838,0.025190799,0.019001465,0.17728417],"study_design_scores_gemma":[0.0015163552,0.00018101571,0.89680755,0.000088239176,0.000015692754,0.00001613077,0.056175556,0.00015444774,0.000030162115,0.014037264,0.030663969,0.00031362934],"about_ca_topic_score_codex":0.00025136388,"about_ca_topic_score_gemma":0.0010441656,"teacher_disagreement_score":0.74037987,"about_ca_system_score_codex":0.0009165799,"about_ca_system_score_gemma":0.0005899403,"threshold_uncertainty_score":0.99511975},"labels":[],"label_agreement":null},{"id":"W4387384062","doi":"10.48083/tkek6928","title":"Social Media Network Analysis of Academic Urologists’ Interaction Within Twitter Microblogging Environment","year":2023,"lang":"en","type":"article","venue":"Société Internationale d’Urologie Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Subspecialty; Social media; Microblogging; Specialty; Medical education; Medicine; Psychology; Family medicine; World Wide Web; Computer science","score_opus":0.22120517633587114,"score_gpt":0.45304312893767607,"score_spread":0.23183795260180493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387384062","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96668667,0.0002201867,0.0003292613,0.022236431,0.009109216,0.00031421956,0.00001261609,0.000102870596,0.0009885214],"genre_scores_gemma":[0.99178207,0.0016689715,0.0003853713,0.0006304356,0.005153245,0.000108316905,0.000099621095,0.000016128692,0.00015586888],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99648035,0.0007813435,0.00089616753,0.00029089878,0.0009778405,0.0005734085],"domain_scores_gemma":[0.9929671,0.005373122,0.0011654517,0.00011685897,0.00022179837,0.00015563767],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037669044,0.00016565042,0.00040165678,0.0006785997,0.0007950724,0.00006409473,0.00060606893,0.00038347344,0.0008985547],"category_scores_gemma":[0.004591933,0.00017281731,0.00035222917,0.0012657531,0.0004807105,0.0003067778,0.00011422364,0.0011092827,0.000068069974],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019889961,0.00016516827,0.74054927,0.000018554058,0.0020395874,0.000022769626,0.1895604,0.017104529,0.0006448105,0.0074222796,0.023789724,0.018483998],"study_design_scores_gemma":[0.00067085936,0.00006675787,0.9307915,0.000032594653,0.00075773906,0.000008595681,0.019355508,0.001757227,0.0001099181,0.020390477,0.025691694,0.00036713638],"about_ca_topic_score_codex":0.0001722458,"about_ca_topic_score_gemma":0.00017186563,"teacher_disagreement_score":0.1902422,"about_ca_system_score_codex":0.0007422705,"about_ca_system_score_gemma":0.00033535823,"threshold_uncertainty_score":0.98385435},"labels":[],"label_agreement":null},{"id":"W4387389149","doi":"10.1093/jbcr/irad150","title":"A Review and Quality Assessment of TikTok Videos for Burn Education","year":2023,"lang":"en","type":"review","venue":"Journal of Burn Care & Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Audience measurement; Social media; Quality (philosophy); Scale (ratio); Health professionals; Quality management; Patient education; Health care; Family medicine; Advertising; Operations management; World Wide Web","score_opus":0.7311176585278721,"score_gpt":0.7205286946017356,"score_spread":0.010588963926136508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387389149","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000029104262,0.98947746,0.000009993637,0.002128957,0.0025724934,0.0050608306,0.000037356636,0.000008370145,0.0006754264],"genre_scores_gemma":[0.000019346577,0.9952474,0.0005173113,0.000059421716,0.0027361729,0.001161912,0.000022067745,0.00003687974,0.00019946312],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99191344,0.003879065,0.0017343053,0.0002555997,0.0017390432,0.0004785667],"domain_scores_gemma":[0.98084617,0.010766545,0.0018668051,0.0002843405,0.0058484017,0.00038773476],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.022887975,0.00017264564,0.0017677589,0.00064474245,0.00043424356,0.000084184154,0.00061648537,0.00033438002,0.000052392734],"category_scores_gemma":[0.022236733,0.0001455436,0.00045966392,0.0014934825,0.00032030194,0.00017277803,0.00008308656,0.0011221161,0.0000064269416],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000025330157,0.00005477443,0.00006457694,0.16278507,0.000054918757,4.945049e-7,0.0050126445,1.3072538e-8,1.241388e-7,0.0010493747,0.005904898,0.82507056],"study_design_scores_gemma":[0.00007921574,0.00015256136,0.00013351311,0.063704394,0.0003672763,0.000002979611,0.0109557025,5.9014937e-8,9.525068e-8,0.00048264267,0.92401564,0.00010594551],"about_ca_topic_score_codex":0.0028345434,"about_ca_topic_score_gemma":0.000584587,"teacher_disagreement_score":0.9181107,"about_ca_system_score_codex":0.0019547043,"about_ca_system_score_gemma":0.026150167,"threshold_uncertainty_score":0.9859994},"labels":[],"label_agreement":null},{"id":"W4387506167","doi":"10.2196/48635","title":"Skin of Color Representation for Atopic Dermatitis on TikTok: Cross-Sectional Analysis","year":2023,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Atopic dermatitis; Dermatology; Cross-sectional study; Medicine; Representation (politics); Pathology","score_opus":0.127361393460663,"score_gpt":0.49371419343361894,"score_spread":0.36635279997295594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387506167","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.990822,0.000017034188,0.00013245533,0.004700617,0.0020723743,0.0011529569,0.000021227139,0.0000983655,0.0009829355],"genre_scores_gemma":[0.996679,0.00003801633,0.00018468942,0.00023997763,0.00030872293,0.002227434,0.00011535685,0.000007889416,0.00019891043],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99861425,0.00025534406,0.00037353387,0.00020633842,0.0002685144,0.00028199144],"domain_scores_gemma":[0.9966151,0.0027204477,0.00022227025,0.00014417144,0.00022122992,0.000076785946],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030589662,0.00006567779,0.00023069912,0.00038512776,0.0003945824,0.000023026609,0.00014630819,0.00020640875,0.00013620211],"category_scores_gemma":[0.001500588,0.00007548644,0.00013390093,0.0015879951,0.00024174487,0.00009719893,0.000014885459,0.00007281576,0.000092832175],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011086408,0.000033514014,0.96615773,0.00005485125,0.00006924679,0.0000016821475,0.0091949655,0.000096325166,0.000009548358,0.019201877,0.003879695,0.0012894749],"study_design_scores_gemma":[0.00022578325,0.000019834504,0.9725161,0.0000035688658,0.000027142733,0.0000015069506,0.0010551271,0.0004159621,0.0002958719,0.0022825957,0.023093658,0.00006283765],"about_ca_topic_score_codex":0.0014258806,"about_ca_topic_score_gemma":0.0018864406,"teacher_disagreement_score":0.019213963,"about_ca_system_score_codex":0.00017915375,"about_ca_system_score_gemma":0.00027902378,"threshold_uncertainty_score":0.30782476},"labels":[],"label_agreement":null},{"id":"W4387606805","doi":"10.1097/nr9.0000000000000038","title":"Consolidating a program theory on how social media supports health care providers’ knowledge use in clinical practice: a realist-informed qualitative study","year":2023,"lang":"en","type":"article","venue":"Interdisciplinary Nursing Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa; Waypoint Centre for Mental Health Care; Public Health Ontario; University of Toronto","funders":"","keywords":"Autonomy; Social media; Health care; Knowledge management; Qualitative research; Context (archaeology); Qualitative property; Perception; Theory of planned behavior; Empirical research; Psychology; Public relations; Medical education; Sociology; Medicine; Computer science; Control (management); Political science; Social science","score_opus":0.48644941180133683,"score_gpt":0.6932467393493076,"score_spread":0.20679732754797076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387606805","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89059144,0.00013997359,0.0000032697808,0.08335469,0.0056951507,0.010257825,0.000034095832,0.0004553378,0.0094682155],"genre_scores_gemma":[0.993524,0.000041876083,0.00043096775,0.00006887112,0.0020109834,0.003552561,0.00013466585,0.00005774216,0.00017831278],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9702256,0.02387476,0.0011517545,0.0008692401,0.002072776,0.0018058699],"domain_scores_gemma":[0.9132953,0.08395527,0.0004617688,0.00040536647,0.0013168593,0.0005653962],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.037910312,0.00024678707,0.00058687315,0.0010863321,0.0031789714,0.00057350605,0.0005838678,0.00032681215,0.000021120068],"category_scores_gemma":[0.10151896,0.00025205506,0.0001396043,0.0034299467,0.0023232796,0.0010055243,0.0003769176,0.001994483,0.00009386992],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00052834733,0.0017471899,0.0016808119,0.00009474717,0.000018689338,0.00004780734,0.7185633,2.1030829e-7,1.8824265e-7,0.002630552,0.019380324,0.2553078],"study_design_scores_gemma":[0.00074135966,0.0018766586,0.034774046,0.0008488005,0.0000113071,0.0000013006909,0.95290256,0.000013089848,5.612078e-7,0.0059623388,0.0026605248,0.00020744324],"about_ca_topic_score_codex":0.0016654477,"about_ca_topic_score_gemma":0.02438563,"teacher_disagreement_score":0.25510037,"about_ca_system_score_codex":0.004891569,"about_ca_system_score_gemma":0.008256267,"threshold_uncertainty_score":0.99999315},"labels":[],"label_agreement":null},{"id":"W4387661912","doi":"10.1017/s0266462323000399","title":"Ethical and legal considerations in social media research for health technology assessment: conclusions from a scoping review","year":2023,"lang":"en","type":"review","venue":"International Journal of Technology Assessment in Health Care","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Health Technology Assessment international; National Evidence-based Healthcare Collaborating Agency; Novartis","keywords":"Confidentiality; Social media; Relevance (law); Anonymity; Context (archaeology); Health technology; Engineering ethics; Ethical issues; Psychology; Interpretation (philosophy); Public relations; Political science; Health care; Computer science; Engineering","score_opus":0.44822484912760285,"score_gpt":0.6874596819922486,"score_spread":0.23923483286464575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387661912","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00003505184,0.6517264,0.000030479572,0.34032553,0.003554336,0.004073648,0.0001587361,0.000059640428,0.00003616503],"genre_scores_gemma":[0.00070251833,0.9875798,0.0058810175,0.0016385256,0.0013858374,0.0025892744,0.00016718681,0.000053126598,0.0000027078386],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9899954,0.0031978071,0.0036692617,0.00059856806,0.0016179421,0.00092102395],"domain_scores_gemma":[0.9774945,0.017265411,0.0026864065,0.00023807366,0.0020661196,0.00024953642],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.012650586,0.0003092749,0.0024976595,0.004692302,0.0011534746,0.00010811239,0.0010669713,0.0017836298,0.00005019813],"category_scores_gemma":[0.024950318,0.00032512922,0.00022547082,0.0024106305,0.00092228485,0.0002003737,0.00038984144,0.00650953,0.0000035618043],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000008885466,0.00017321727,0.0005459722,0.0310194,0.00013736567,0.000107530075,0.006379744,6.0825914e-7,7.869562e-8,0.28666615,0.0037062687,0.67125475],"study_design_scores_gemma":[0.00085311494,0.00024849368,0.00026870728,0.36510354,0.0000584694,0.000051409435,0.029960677,0.0000024333574,5.8881813e-8,0.022211788,0.5809445,0.0002967897],"about_ca_topic_score_codex":0.0018820917,"about_ca_topic_score_gemma":0.023049321,"teacher_disagreement_score":0.670958,"about_ca_system_score_codex":0.008499613,"about_ca_system_score_gemma":0.048302684,"threshold_uncertainty_score":0.99992007},"labels":[],"label_agreement":null},{"id":"W4387691939","doi":"10.1007/s10459-023-10294-z","title":"Social media as a mechanism of dissemination and knowledge translation among health professions educators: a scoping review","year":2023,"lang":"en","type":"review","venue":"Advances in Health Sciences Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières; University of Ottawa; McGill University; McGill University Health Centre; Centre for Interdisciplinary Research in Rehabilitation","funders":"Social Sciences and Humanities Research Council","keywords":"Social media; CLARITY; Knowledge translation; Mechanism (biology); Medical education; Relevance (law); Information Dissemination; Public relations; Affordance; Sociology; Medicine; Psychology; Knowledge management; Political science; Computer science; World Wide Web; Chemistry","score_opus":0.27146361346322945,"score_gpt":0.6077755589595486,"score_spread":0.33631194549631915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387691939","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000044639743,0.9747414,0.000017771923,0.0054821232,0.008062375,0.010962277,0.000012217966,0.00008801336,0.0005891988],"genre_scores_gemma":[0.0001847579,0.99152505,0.000654284,0.00013839517,0.0011093646,0.0061953138,0.00011554907,0.000042439035,0.000034824276],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.99187464,0.003097332,0.0024012066,0.0008467215,0.0009240479,0.00085605716],"domain_scores_gemma":[0.9863496,0.009578375,0.0031303985,0.0002318553,0.00026429017,0.00044546914],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.011014677,0.0003641992,0.0017875844,0.0011318689,0.0017415773,0.00005764091,0.000542635,0.00032899244,0.00003166291],"category_scores_gemma":[0.009457842,0.00036296266,0.00014956672,0.005544014,0.0009968281,0.0010581489,0.00005292502,0.00051738246,0.000016696655],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[6.571397e-7,0.000103873586,0.00004224272,0.15480132,0.0000021653582,3.3894505e-8,0.064799994,5.3432846e-8,4.5983217e-9,0.0153931435,0.00014919598,0.7647073],"study_design_scores_gemma":[0.000068883055,0.000091759735,0.0001240425,0.79084414,0.000053320477,0.0000014990768,0.026945375,0.0000033879219,1.10122585e-7,0.007668764,0.17381431,0.00038437854],"about_ca_topic_score_codex":0.0046109385,"about_ca_topic_score_gemma":0.024344912,"teacher_disagreement_score":0.76432294,"about_ca_system_score_codex":0.0014114246,"about_ca_system_score_gemma":0.045527,"threshold_uncertainty_score":0.9998822},"labels":[],"label_agreement":null},{"id":"W4387712335","doi":"10.36834/cmej.76125","title":"Creation and cost-evaluation of a student-run podcast in ophthalmology","year":2023,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McGill University; McGill University Health Centre; Dalhousie University","funders":"","keywords":"Political science; Library science; Humanities; Computer science; Art","score_opus":0.16552693754592882,"score_gpt":0.515017648755198,"score_spread":0.3494907112092691,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387712335","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9368271,0.00031639475,0.0000010503688,0.050847936,0.0055387965,0.0007214339,0.0000016781177,0.000007657323,0.0057379385],"genre_scores_gemma":[0.99723256,0.00036979592,0.000046015535,0.0008490013,0.0011398963,0.00026840568,0.000013947247,0.0000071411364,0.00007325509],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99725974,0.0008437799,0.00035696934,0.00012234536,0.0010961542,0.00032103443],"domain_scores_gemma":[0.99596125,0.00052742026,0.00014888596,0.0000710869,0.0006068944,0.0026844623],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006997269,0.000056276847,0.0001239598,0.00066315505,0.00029803847,0.000036202517,0.00016312854,0.00020069227,0.0062315883],"category_scores_gemma":[0.058521442,0.00006360163,0.000018895653,0.00090591103,0.000244344,0.00014718586,0.0000075437383,0.0003012509,0.000026735528],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000048567613,0.00010705283,0.3284152,0.00001845008,0.000009374848,0.000012062456,0.08190044,0.000009735793,0.000002638695,0.004595286,0.009891533,0.57503337],"study_design_scores_gemma":[0.0004049595,0.000026883314,0.91782516,0.00011002935,0.000017187083,0.000059791837,0.04419365,0.00018262907,9.262374e-7,0.0028278308,0.034272473,0.00007846373],"about_ca_topic_score_codex":0.101312764,"about_ca_topic_score_gemma":0.19419578,"teacher_disagreement_score":0.58941,"about_ca_system_score_codex":0.001126014,"about_ca_system_score_gemma":0.075194836,"threshold_uncertainty_score":0.9946768},"labels":[],"label_agreement":null},{"id":"W4387764480","doi":"10.1177/08445621231207546","title":"Challenges and Opportunities in Recruiting Research Participants Using Facebook: Lessons Learned from an Exemplar Study","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Nursing Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université Laval; Institut National de Santé Publique du Québec; Western University","funders":"","keywords":"Social media; Data science; Psychology; Computer science; World Wide Web","score_opus":0.9713137483974943,"score_gpt":0.6910801385157894,"score_spread":0.28023360988170487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387764480","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9463401,0.0022930428,2.9719897e-7,0.047800414,0.0010566443,0.00089446886,0.0000048032916,0.000010741655,0.0015994937],"genre_scores_gemma":[0.99594545,0.0028975774,0.00004661342,0.000011922401,0.00095229025,0.000069087066,0.0000015270147,0.000024072813,0.00005148113],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98997927,0.006547427,0.00041636027,0.00026915225,0.0012871006,0.0015007226],"domain_scores_gemma":[0.99235123,0.0047384,0.00010330435,0.00019114043,0.0009449297,0.0016709996],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.029626645,0.000083709194,0.00024914264,0.002146502,0.0019272218,0.0002772047,0.00042216465,0.0001485836,0.00005117822],"category_scores_gemma":[0.012996155,0.000096316384,0.000021347667,0.001013759,0.0011240036,0.00044372544,0.000022509917,0.001217304,0.000009155025],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001625983,0.00005171097,0.009735523,0.0000072208168,0.00000546879,0.00018673493,0.5618296,0.000006177715,0.00004475784,0.0007396727,0.00015001671,0.42722687],"study_design_scores_gemma":[0.00023506563,0.00022463227,0.11312816,0.0008962995,0.00000622396,0.0000026082664,0.86661834,0.00007749503,0.000009290531,0.01645852,0.00225841,0.00008494963],"about_ca_topic_score_codex":0.16456011,"about_ca_topic_score_gemma":0.42580765,"teacher_disagreement_score":0.4271419,"about_ca_system_score_codex":0.0022364703,"about_ca_system_score_gemma":0.009506444,"threshold_uncertainty_score":0.9993721},"labels":[],"label_agreement":null},{"id":"W4387872507","doi":"10.7759/cureus.47536","title":"Inflammatory Bowel Disease and X (Formerly Twitter) Influencers: Who Are They and What Do They Say?","year":2023,"lang":"en","type":"article","venue":"Cureus","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Influencer marketing; Inflammatory bowel disease; Disease; Internal medicine","score_opus":0.05530151415911893,"score_gpt":0.3615704678363093,"score_spread":0.30626895367719037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387872507","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9824959,0.005657557,3.2413618e-7,0.00838887,0.0021988302,0.0007032748,0.0000048883135,0.00013542644,0.00041490278],"genre_scores_gemma":[0.968952,0.028846938,0.000016825417,0.0006396178,0.0010915747,0.00034888615,0.000004845501,0.000018256163,0.00008107835],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986831,0.00016514884,0.0001817184,0.00025557695,0.00033620882,0.00037826382],"domain_scores_gemma":[0.99851066,0.0006559056,0.000119709046,0.0001866068,0.00008914693,0.00043799728],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062407245,0.00011499966,0.00013554888,0.00007068153,0.00059446984,0.00038115782,0.00016648174,0.00011393421,0.000030871077],"category_scores_gemma":[0.0017612973,0.00011067944,0.00002674358,0.00016526511,0.00028335594,0.0011879925,0.00005699527,0.00013279208,0.000057842477],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021263122,0.00001927408,0.6593818,0.00013840011,0.000017410595,0.000008647099,0.29947612,0.000002524327,0.000015493531,0.0035464384,0.0017559273,0.035616703],"study_design_scores_gemma":[0.00015157893,0.000021778638,0.851858,0.00026343326,0.000020653788,2.4471015e-7,0.105815426,0.000010173002,0.000002166372,0.018670639,0.023021165,0.00016474727],"about_ca_topic_score_codex":0.0021109716,"about_ca_topic_score_gemma":0.0029392955,"teacher_disagreement_score":0.19366069,"about_ca_system_score_codex":0.00014656814,"about_ca_system_score_gemma":0.00034739115,"threshold_uncertainty_score":0.45722413},"labels":[],"label_agreement":null},{"id":"W4388203567","doi":"10.1200/op.2023.19.11_suppl.460","title":"Authorship characteristics of hematology and oncology education chapters: A comprehensive analysis.","year":2023,"lang":"en","type":"article","venue":"JCO Oncology Practice","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Equity (law); Internal medicine; Family medicine; Diversity (politics); Medicine; Clinical Oncology; Library science; Medical education; Oncology; Psychology; Political science; Cancer; Law","score_opus":0.18709823661612932,"score_gpt":0.5180617438633752,"score_spread":0.3309635072472459,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388203567","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8629743,0.00036846913,0.000061032835,0.109979525,0.0074792113,0.0011402181,0.000008414351,0.0001420989,0.01784674],"genre_scores_gemma":[0.9918821,0.0016926259,0.0027858193,0.002154154,0.0007596866,0.00047658302,0.000052678326,0.000013983055,0.00018235772],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960532,0.0024527202,0.00052840234,0.0003127038,0.00025895462,0.00039401738],"domain_scores_gemma":[0.978687,0.019192789,0.00095158897,0.000200972,0.0007270665,0.00024056993],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0025962156,0.00011352132,0.00058302877,0.0005431833,0.00037503798,0.00001906601,0.000189517,0.00052369403,0.00009033529],"category_scores_gemma":[0.021684444,0.00013065575,0.00006485783,0.0018482511,0.0007024885,0.00031010184,0.00006727648,0.00037908682,0.000104479856],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035333104,0.0012117055,0.09629094,0.00016549809,0.00063620636,0.00003987885,0.2684893,0.0000024347878,0.0001567993,0.2359394,0.0045109955,0.3922035],"study_design_scores_gemma":[0.00020994524,0.00028539082,0.18090998,0.000011163004,0.00059019186,0.000015559344,0.057771515,0.000036984424,0.000008495425,0.0016347471,0.7584084,0.00011759337],"about_ca_topic_score_codex":0.004665812,"about_ca_topic_score_gemma":0.0016593159,"teacher_disagreement_score":0.7538974,"about_ca_system_score_codex":0.000530972,"about_ca_system_score_gemma":0.0030473869,"threshold_uncertainty_score":0.98655635},"labels":[],"label_agreement":null},{"id":"W4388306698","doi":"10.2196/47977","title":"Use of Peer-Led Web-Based Platforms for Peer-Assisted Learning Among Canadian Anesthesia Residents and Fellows: Cross-Sectional Study","year":2023,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Hospital for Sick Children; University of Toronto; University Health Network; University of British Columbia","funders":"Hospital for Sick Children","keywords":"Social media; Medicine; Specialty; Descriptive statistics; Medical education; Cross-sectional study; Mobile apps; Family medicine; World Wide Web; Computer science","score_opus":0.2688573085155836,"score_gpt":0.5143271704836491,"score_spread":0.24546986196806547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388306698","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99384826,0.00000579306,0.0000022583752,0.0017276586,0.0004587931,0.003625521,0.000022370263,0.000075264135,0.00023409571],"genre_scores_gemma":[0.995783,0.000008433139,0.00004829861,0.000015536298,0.00019284432,0.002457824,0.0000821326,0.000021971737,0.0013899918],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99553716,0.0006211422,0.00044027474,0.00026775312,0.0022696152,0.00086405093],"domain_scores_gemma":[0.9909715,0.0055952054,0.00016623369,0.00015080445,0.002634602,0.00048165626],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.010005063,0.00011576128,0.0002150097,0.00095142674,0.002529976,0.0003530663,0.00027060052,0.00020849549,0.00006544035],"category_scores_gemma":[0.012095178,0.00011525073,0.0000599923,0.0017993657,0.0007300369,0.00084433414,0.00003897132,0.0005321366,0.000037632322],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000079835576,0.000086870976,0.9158244,0.00008067752,0.000015938516,0.0000037429359,0.08081723,0.000031782318,0.000008788823,0.00021382653,0.0019036381,0.00093324925],"study_design_scores_gemma":[0.00065782596,0.00035905515,0.95435315,0.0000357829,0.000003020106,3.917867e-7,0.03853338,0.0012517532,0.0000201039,0.00016709171,0.0045143403,0.00010412424],"about_ca_topic_score_codex":0.37866664,"about_ca_topic_score_gemma":0.35377827,"teacher_disagreement_score":0.042283848,"about_ca_system_score_codex":0.0009294491,"about_ca_system_score_gemma":0.0026837005,"threshold_uncertainty_score":0.99876857},"labels":[],"label_agreement":null},{"id":"W4388418020","doi":"10.1007/s10805-023-09491-7","title":"The Defining Characteristics of Ethics Papers on Social Media Research: A Systematic Review of the Literature","year":2023,"lang":"en","type":"review","venue":"Journal of Academic Ethics","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Women and Children’s Health Research Institute; University of Alberta","funders":"","keywords":"Social media; Research ethics; Scholarship; Information ethics; Sociology; Meta-ethics; Media ethics; Engineering ethics; Social research; Social science; Informed consent; Applied ethics; Public relations; Political science; Journalism; Media studies; Medicine; Law","score_opus":0.7117743619659367,"score_gpt":0.6190236587617237,"score_spread":0.09275070320421297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388418020","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000015664978,0.96013063,1.13451456e-7,0.029796511,0.0077127037,0.0020863016,0.000056490764,0.00000952363,0.00019206],"genre_scores_gemma":[0.000033511802,0.99585336,0.000016566617,0.00065786537,0.0031730316,0.00015493478,0.0000065837053,0.000051951636,0.000052185074],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9624745,0.026434349,0.0041982355,0.00021247033,0.0061006574,0.00057975424],"domain_scores_gemma":[0.7123293,0.27279153,0.010046644,0.00043598248,0.004189422,0.00020707176],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","research_integrity"],"category_scores_codex":[0.123312265,0.00027450192,0.0026385274,0.00029892492,0.001702462,0.00006136293,0.0025210227,0.003812549,0.000006132936],"category_scores_gemma":[0.6595774,0.0001481492,0.0009295272,0.0030248493,0.001714294,0.00009363707,0.00016010182,0.035207983,0.000011066856],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004584504,0.000011322741,0.0000022647205,0.82497376,0.00010844083,0.0000021099274,0.13360979,1.2011409e-8,1.10399796e-7,0.022540856,0.0010101099,0.01773663],"study_design_scores_gemma":[0.000030060457,0.000023645043,0.000017810089,0.74390906,0.00072544115,0.000006983641,0.0063829706,2.6066129e-8,1.105586e-7,0.0014465386,0.24736877,0.000088582856],"about_ca_topic_score_codex":0.00003550714,"about_ca_topic_score_gemma":0.00006891297,"teacher_disagreement_score":0.5362652,"about_ca_system_score_codex":0.0007948371,"about_ca_system_score_gemma":0.017232232,"threshold_uncertainty_score":0.9995972},"labels":[],"label_agreement":null},{"id":"W4388465812","doi":"10.2196/48012","title":"Parents’ Use of Social Media for Health Information Before and After a Consultation With Health Care Professionals: Australian Cross-Sectional Study","year":2023,"lang":"en","type":"article","venue":"JMIR Pediatrics and Parenting","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Health and Medical Research Council; Medical Research Council; University of Technology Sydney","keywords":"Social media; Health care; Cross-sectional study; Medicine; Health education; Public health; Family medicine; Psychology; Nursing; Political science","score_opus":0.11239131175541962,"score_gpt":0.45838469903227885,"score_spread":0.34599338727685924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388465812","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99479604,0.000047735328,0.000009554596,0.0012344262,0.0009603843,0.002694677,0.00020671365,0.000046716767,0.0000037292236],"genre_scores_gemma":[0.99717164,0.000036270885,0.00021958203,0.00008660399,0.00071669783,0.0013940871,0.00035111618,0.00000891987,0.000015057255],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983428,0.00017421153,0.00050764816,0.00016973911,0.0004734877,0.00033207552],"domain_scores_gemma":[0.9977284,0.0010726528,0.0005460093,0.000045577686,0.00045250007,0.0001548562],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010699272,0.000094031486,0.00018249874,0.00019966965,0.0011075957,0.00014391074,0.00004673304,0.00009090011,0.0000053457406],"category_scores_gemma":[0.0011682624,0.00008957003,0.000022879864,0.00060104014,0.00010496188,0.00051425863,0.000024838042,0.00011309849,0.0000011004909],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003718934,0.00002931549,0.675698,0.00037786402,0.0000034782986,5.127934e-8,0.31876072,6.91927e-7,1.411793e-8,0.00012216438,0.00019423156,0.004776266],"study_design_scores_gemma":[0.00046153515,0.00012577574,0.872711,0.000021431179,0.000006377886,9.5253185e-8,0.124858975,0.000007824085,7.637746e-8,0.000019754802,0.0017209102,0.00006621384],"about_ca_topic_score_codex":0.0016053015,"about_ca_topic_score_gemma":0.008929823,"teacher_disagreement_score":0.19701304,"about_ca_system_score_codex":0.00013299998,"about_ca_system_score_gemma":0.00090767577,"threshold_uncertainty_score":0.85188425},"labels":[],"label_agreement":null},{"id":"W4388491233","doi":"10.1177/12034754231211345","title":"Broadband Internet Access in First Nation Reserve Communities and Maldistribution of Canadian Dermatologists: An Ecologic Study","year":2023,"lang":"en","type":"letter","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Saskatchewan; University of British Columbia; University of Waterloo; McMaster University","funders":"","keywords":"Medicine; The Internet; Broadband; Telecommunications; World Wide Web","score_opus":0.33727242076132186,"score_gpt":0.40942924110230855,"score_spread":0.0721568203409867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388491233","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6799132,0.0005803016,4.7411905e-7,0.31637266,0.002682012,0.00035121824,0.000010422634,0.000007006622,0.000082693274],"genre_scores_gemma":[0.9769582,0.007419361,0.0000040419186,0.013071072,0.0023865658,0.000029600566,0.000088848195,0.000015189554,0.000027096636],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968873,0.0012131778,0.00093473325,0.000117415366,0.0005286621,0.0003186842],"domain_scores_gemma":[0.9862656,0.012104163,0.00087464065,0.00011466074,0.0004443395,0.00019661414],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031259116,0.00014303622,0.00073514663,0.0018230831,0.00022670365,0.00005916181,0.00027969602,0.00043917837,0.000059270256],"category_scores_gemma":[0.008046979,0.00012458464,0.00003908921,0.00070049753,0.0005256279,0.0002566979,0.000029961273,0.0009953834,3.8053503e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035439884,0.00004746111,0.56947476,0.00027144214,0.00003415926,0.0013523989,0.051459715,0.0000011672257,1.1645909e-7,0.0000117376885,0.3762966,0.0010149732],"study_design_scores_gemma":[0.00081058685,0.0013674597,0.24844442,0.003393362,0.00025283557,0.0010568242,0.23246434,0.000038382503,0.0000022199708,0.0015452732,0.5101072,0.00051705574],"about_ca_topic_score_codex":0.78191733,"about_ca_topic_score_gemma":0.9064566,"teacher_disagreement_score":0.32103035,"about_ca_system_score_codex":0.00042117006,"about_ca_system_score_gemma":0.001149866,"threshold_uncertainty_score":0.96335673},"labels":[],"label_agreement":null},{"id":"W4388566423","doi":"10.2196/42905","title":"Understanding the Needs and Lived Experiences of Patients With Graft-Versus-Host Disease: Real-World European Public Social Media Listening Study","year":2023,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Novartis Pharmaceuticals UK Limited; Gilead Sciences","keywords":"Active listening; Host (biology); Social media; Disease; Lived experience; Medicine; Psychology; Communication; Biology; Computer science; Pathology; World Wide Web; Ecology; Psychotherapist","score_opus":0.2829779764210527,"score_gpt":0.4195569518103061,"score_spread":0.1365789753892534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388566423","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9919837,0.00005196263,0.0000014305419,0.0024158,0.0025397488,0.0012170903,0.000007036307,0.00008805218,0.0016951775],"genre_scores_gemma":[0.9977787,0.000092771494,0.000003274739,0.000036099755,0.0009065233,0.0011059953,0.000007653539,0.000019139705,0.00004984308],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99807775,0.0005043762,0.00020037447,0.00019069893,0.000691349,0.00033546265],"domain_scores_gemma":[0.9981204,0.0012613607,0.00020060326,0.00010641765,0.000136405,0.00017479513],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068541215,0.0001002503,0.00014315014,0.00016664687,0.0011603243,0.00010056724,0.00022577825,0.0000263905,0.00008297165],"category_scores_gemma":[0.0006191244,0.000075316726,0.000026403428,0.0017348891,0.0006139532,0.00021813462,0.000059411952,0.00011413623,0.000003040522],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006205983,0.000039644372,0.36272037,0.000010563638,0.000013580253,5.2414833e-7,0.635216,2.9408963e-7,2.6316957e-7,0.0006442336,0.00038292384,0.00090956007],"study_design_scores_gemma":[0.00030391145,0.000026986629,0.5293295,0.000015576916,0.000014181979,1.4143171e-9,0.4691788,0.0000018772316,1.1650429e-7,0.000025424835,0.0010461538,0.00005748338],"about_ca_topic_score_codex":0.0016981798,"about_ca_topic_score_gemma":0.015858525,"teacher_disagreement_score":0.16660912,"about_ca_system_score_codex":0.0003712802,"about_ca_system_score_gemma":0.00041682474,"threshold_uncertainty_score":0.8924394},"labels":[],"label_agreement":null},{"id":"W4388654784","doi":"10.4018/978-1-6684-8984-0.ch002","title":"Intra-Hospital Virtual Communities and Well-Being of Cancer Patients","year":2023,"lang":"en","type":"book-chapter","venue":"Advances in marketing, customer relationship management, and e-services book series","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Portuguese; Health professionals; Social media; Quarter (Canadian coin); Asset (computer security); Disease; Medicine; Public relations; Health care; Family medicine; Political science; Nursing; Geography; Pathology; Computer science","score_opus":0.018105886462572465,"score_gpt":0.3077434850488969,"score_spread":0.2896375985863245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388654784","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.036098927,0.015746944,0.000002353561,0.00065275107,0.0036639054,0.0020191476,0.000027306569,0.00015131143,0.94163734],"genre_scores_gemma":[0.20061503,0.6158213,0.00046143026,0.00043069824,0.00062359776,0.0009965297,0.00021929145,0.00016546517,0.18066664],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.997879,0.0002785454,0.0006326746,0.000348211,0.00048663814,0.0003749275],"domain_scores_gemma":[0.99660045,0.002226239,0.0006806363,0.00022646028,0.00015835068,0.00010786985],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001161314,0.0003074418,0.00040517648,0.0004659306,0.0007572591,0.000089001995,0.00030513888,0.00028296316,0.0001558055],"category_scores_gemma":[0.00018966317,0.00036012224,0.00004824701,0.00020615847,0.0008496011,0.0015307514,0.00023333392,0.00043423008,0.000021817084],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000942516,0.000032697822,0.5646775,0.0024100044,0.00007438793,0.0000023884709,0.05393765,0.00001131019,2.1684766e-8,0.3560887,0.0001775605,0.022493584],"study_design_scores_gemma":[0.0003972797,0.00007034162,0.15194038,0.002466815,0.00015270952,1.0018482e-7,0.041066274,0.0000061905985,3.5858298e-7,0.025006173,0.7783649,0.0005284614],"about_ca_topic_score_codex":0.001627768,"about_ca_topic_score_gemma":0.017307162,"teacher_disagreement_score":0.77818733,"about_ca_system_score_codex":0.00015338635,"about_ca_system_score_gemma":0.00005673844,"threshold_uncertainty_score":0.9998851},"labels":[],"label_agreement":null},{"id":"W4388655423","doi":"10.2196/51752","title":"Use of Social Media for Health Advocacy for Digital Communities: Descriptive Study","year":2023,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Social media; Public relations; Dissemination; Process (computing); Best practice; Health care; Political science; Business; Knowledge management; Computer science; World Wide Web","score_opus":0.5999950517694344,"score_gpt":0.5951742302258436,"score_spread":0.004820821543590759,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388655423","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9809719,0.000017228847,0.000140468,0.0058015953,0.0014433098,0.010754822,0.0004154952,0.00010720146,0.00034801668],"genre_scores_gemma":[0.9877936,0.000046520967,0.00011353045,0.000034257566,0.0005973711,0.011118312,0.00017804028,0.00002425316,0.000094060386],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9961438,0.0011913772,0.0004824929,0.00014537513,0.0011019396,0.0009349732],"domain_scores_gemma":[0.97178024,0.026094852,0.00021209236,0.00015846167,0.0015467489,0.00020759525],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.005900675,0.00010370188,0.00031816494,0.00048323136,0.0025334805,0.0001746804,0.00042038903,0.00010329286,0.000021028916],"category_scores_gemma":[0.008991648,0.00010571443,0.00009916129,0.0015273027,0.000812474,0.0009827664,0.000117482625,0.00031872262,0.00002900672],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012734818,0.00035804455,0.0019502447,0.00017323186,0.000022883774,7.343951e-8,0.9437141,3.5357e-7,8.388191e-7,0.006463502,0.025448633,0.021740776],"study_design_scores_gemma":[0.00057483884,0.0007858229,0.037594777,0.000044640863,0.0000025165596,3.0970547e-8,0.90652823,0.00007545044,0.0000059197005,0.0031387282,0.05116049,0.00008857164],"about_ca_topic_score_codex":0.0042651766,"about_ca_topic_score_gemma":0.0039964733,"teacher_disagreement_score":0.037185855,"about_ca_system_score_codex":0.00089036673,"about_ca_system_score_gemma":0.0025431637,"threshold_uncertainty_score":0.99935603},"labels":[],"label_agreement":null},{"id":"W4388733282","doi":"10.1007/s10916-023-02013-3","title":"Shaping Social Media: Is Twitter an Equitable tool for Professional Development?","year":2023,"lang":"en","type":"article","venue":"Journal of Medical Systems","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Influencer marketing; Social media; Health care; Health equity; Health policy; Public relations; Internet privacy; Psychology; Computer science; Political science; World Wide Web; Business; Marketing","score_opus":0.3462507001733162,"score_gpt":0.49691240386475094,"score_spread":0.15066170369143472,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388733282","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88742393,0.00033208227,0.00039450903,0.04723411,0.063418776,0.0009601273,0.0000047500976,0.00006848718,0.00016321815],"genre_scores_gemma":[0.95551914,0.00013509857,0.0005432166,0.0011299124,0.041223012,0.0005951784,0.00001776236,0.00004180271,0.00079489243],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9947918,0.0004582508,0.0009033708,0.0001446874,0.0030843196,0.0006175671],"domain_scores_gemma":[0.99523276,0.0031579493,0.0005386488,0.000060827882,0.00049778033,0.0005120414],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.013258324,0.00009702035,0.00034420495,0.0001746777,0.000985204,0.00009260821,0.0005221596,0.0004007356,0.0003315447],"category_scores_gemma":[0.010795672,0.00008097164,0.00008860632,0.00048464703,0.0001385689,0.0003320729,0.00004742713,0.00037417567,0.00005543266],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007484979,0.00024215857,0.010704065,0.0005935761,0.00008902686,0.00002728947,0.51285464,0.0000015469686,0.00005493924,0.0051726797,0.40524337,0.064941846],"study_design_scores_gemma":[0.0012022465,0.00007855216,0.018101461,0.00091493427,0.00003036308,0.0000116285355,0.08481041,0.0002144182,0.00002322993,0.0011653067,0.89319825,0.00024916447],"about_ca_topic_score_codex":0.00018568838,"about_ca_topic_score_gemma":0.00009109814,"teacher_disagreement_score":0.4879549,"about_ca_system_score_codex":0.000413711,"about_ca_system_score_gemma":0.004238798,"threshold_uncertainty_score":0.99753684},"labels":[],"label_agreement":null},{"id":"W4388776588","doi":"10.1097/jdn.0000000000000770","title":"JDNA Updates","year":2023,"lang":"en","type":"article","venue":"Journal of the Dermatology Nurses’ Association","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.04045311698495497,"score_gpt":0.38792398598021766,"score_spread":0.3474708689952627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388776588","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8099983,0.00009370756,0.000004134211,0.15638795,0.03141027,0.00027393605,0.0000018674109,0.000048002952,0.0017818789],"genre_scores_gemma":[0.99668336,0.00026760512,0.000054229633,0.0006099261,0.0015011444,0.000024529909,0.0000020868754,0.000010217709,0.00084689684],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975774,0.0009827518,0.00042828853,0.00006825614,0.0006132858,0.0003299851],"domain_scores_gemma":[0.9957384,0.0024588867,0.0011780289,0.00010020345,0.00043523966,0.000089229434],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0018009921,0.000062850784,0.00019881499,0.00015173822,0.0005911245,0.00003781537,0.00037521243,0.00023055435,0.00004858054],"category_scores_gemma":[0.015078154,0.00005076535,0.00012908474,0.00086912967,0.000094647425,0.00024182742,0.000021045262,0.00030802115,0.00015635903],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009463333,0.000044721583,0.7586613,0.000008711879,0.000055246095,0.0000053701992,0.030990798,0.000010030844,0.00006499468,0.0043627378,0.20219725,0.0035893293],"study_design_scores_gemma":[0.00036263428,0.000015795807,0.59025043,0.00003931999,0.00007808141,0.000024036193,0.009986258,0.000027388887,0.00035059213,0.011747175,0.38701677,0.0001015025],"about_ca_topic_score_codex":0.00016786085,"about_ca_topic_score_gemma":0.00023623033,"teacher_disagreement_score":0.1866851,"about_ca_system_score_codex":0.000848423,"about_ca_system_score_gemma":0.0006227187,"threshold_uncertainty_score":0.99321824},"labels":[],"label_agreement":null},{"id":"W4388874736","doi":"10.2196/48975","title":"Derm-ographics: The Australian Dermatologist and Social Media","year":2023,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Dermatology; Medicine; Computer science; World Wide Web","score_opus":0.14385007075269673,"score_gpt":0.42649052898298323,"score_spread":0.2826404582302865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388874736","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77521235,0.00012459888,0.0000023106295,0.21882473,0.0032665622,0.0008538173,0.0000059112526,0.0003656363,0.0013440548],"genre_scores_gemma":[0.99666995,0.00030285565,0.000036296737,0.001061982,0.0007088414,0.0011318597,0.000022062297,0.00001540547,0.00005075001],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978348,0.00068427017,0.00028326252,0.00023620421,0.00029605432,0.0006654067],"domain_scores_gemma":[0.9958818,0.003616388,0.00012930467,0.00014724677,0.00008703999,0.0001382206],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00046927237,0.00012252976,0.00022896467,0.00018234299,0.0016416537,0.000069472626,0.00032954034,0.00035949927,0.00007279961],"category_scores_gemma":[0.0012077681,0.00010526594,0.000057408404,0.00096143223,0.0018759833,0.00012142079,0.00006193326,0.00030337137,0.00023747809],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014439218,0.00003986795,0.2967781,0.00013596346,0.0000357566,0.00007783172,0.3356348,2.6151034e-7,0.000015196201,0.1912519,0.15937412,0.016641768],"study_design_scores_gemma":[0.00023286442,0.0000049629866,0.3359536,0.000008226867,0.000018286015,0.00005812423,0.05044206,0.00001155593,0.000020659443,0.011273365,0.601792,0.00018433171],"about_ca_topic_score_codex":0.00074999064,"about_ca_topic_score_gemma":0.0051443777,"teacher_disagreement_score":0.44241786,"about_ca_system_score_codex":0.00006527527,"about_ca_system_score_gemma":0.00032075704,"threshold_uncertainty_score":0.99965805},"labels":[],"label_agreement":null},{"id":"W4388908863","doi":"10.2196/44849","title":"The Usefulness of Web-Based Communication Data for Social Network Health Interventions: Agent-Based Modeling Study","year":2023,"lang":"en","type":"article","venue":"JMIR Pediatrics and Parenting","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek","keywords":"Psychological intervention; Betweenness centrality; Social network (sociolinguistics); Social network analysis; Centrality; Closeness; Nomination; Psychology; Computer science; Social media; Applied psychology; World Wide Web","score_opus":0.4136267078295728,"score_gpt":0.4915585509886511,"score_spread":0.0779318431590783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388908863","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9828734,0.0014387894,0.0025020137,0.0068658297,0.0023032522,0.0037939446,0.000080049474,0.00012104485,0.000021702768],"genre_scores_gemma":[0.9965104,0.00036065653,0.0003897196,0.000047411166,0.0011833119,0.0012271097,0.000260542,0.000014075997,0.0000067723486],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9979218,0.0006574753,0.0005341135,0.00020242899,0.0003224779,0.00036170354],"domain_scores_gemma":[0.99541974,0.0034962054,0.00048284174,0.00032683098,0.00020299127,0.000071368006],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0069879685,0.00007481585,0.00017150404,0.000087081775,0.0032983785,0.000115636925,0.00048793355,0.00006039357,0.0000027077097],"category_scores_gemma":[0.0018684131,0.00007203565,0.00006188779,0.0009107294,0.000080434016,0.00010414807,0.00011502249,0.00012682099,0.0000011047988],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008288904,0.00079425005,0.7627303,0.002033576,0.00004685537,2.6727656e-7,0.062716514,0.0051445393,5.087184e-7,0.004367337,0.022097034,0.1399859],"study_design_scores_gemma":[0.002702706,0.00029340494,0.13164105,0.00039229135,0.00021210931,4.057084e-8,0.14394887,0.68917423,3.8240853e-7,0.0030344988,0.028083738,0.0005166871],"about_ca_topic_score_codex":0.0016036992,"about_ca_topic_score_gemma":0.005511377,"teacher_disagreement_score":0.6840297,"about_ca_system_score_codex":0.00007148795,"about_ca_system_score_gemma":0.00078480213,"threshold_uncertainty_score":0.9979992},"labels":[],"label_agreement":null},{"id":"W4388948735","doi":"10.1053/j.sodo.2023.11.009","title":"What are orthodontic residents perusing on social media? A cross-sectional survey","year":2023,"lang":"en","type":"review","venue":"Seminars in Orthodontics","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Cross-sectional study; Social media; Environmental health; Medicine; Computer science; World Wide Web; Pathology","score_opus":0.5378364254413892,"score_gpt":0.5464667205870437,"score_spread":0.008630295145654499,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388948735","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019898769,0.92188394,0.000002842082,0.00014628704,0.05467623,0.0028074712,0.00014820616,0.00025930823,0.00017692294],"genre_scores_gemma":[0.0001227233,0.9920493,0.0002570433,0.00006013151,0.0055303187,0.00081110466,0.0004116008,0.00020605186,0.0005517663],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9878486,0.005916793,0.0017865996,0.0010880807,0.0020643005,0.0012956738],"domain_scores_gemma":[0.96525216,0.032014452,0.0014764069,0.00044633547,0.00046836908,0.0003422851],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.013202216,0.0006321591,0.0020471711,0.0009662662,0.0014141859,0.00088128087,0.0009462525,0.001842702,0.00008519576],"category_scores_gemma":[0.062715024,0.00070813106,0.0005527762,0.0032294244,0.00070547126,0.00051969016,0.00018041085,0.0017063655,0.00033421122],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000253601,0.00013688733,0.42861226,0.0045106467,0.00006457152,0.000075407195,0.0201681,0.0000019061043,7.724578e-9,0.00030648278,0.0010409277,0.5450574],"study_design_scores_gemma":[0.00020858273,0.000022807675,0.6055757,0.026266,0.0001362023,0.0000037289622,0.0044890167,0.0000013174031,6.0246855e-8,0.00021955412,0.36219344,0.000883609],"about_ca_topic_score_codex":0.0027479113,"about_ca_topic_score_gemma":0.055461526,"teacher_disagreement_score":0.54417384,"about_ca_system_score_codex":0.0028081813,"about_ca_system_score_gemma":0.0032774294,"threshold_uncertainty_score":0.99988586},"labels":[],"label_agreement":null},{"id":"W4388969948","doi":"10.2196/45372","title":"Exploring the Use of YouTube as a Pathology Learning Tool and Its Relationship With Pathology Scores Among Medical Students: Cross-Sectional Study","year":2023,"lang":"en","type":"article","venue":"JMIR Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Qatar National Library","keywords":"Cross-sectional study; Medicine; Pathology; Anatomical pathology; Psychology; Medical education; Immunohistochemistry","score_opus":0.25819186282150536,"score_gpt":0.4860114008617801,"score_spread":0.22781953804027472,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388969948","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9896238,0.00004150156,0.00000659687,0.0050019906,0.003467643,0.0016931578,9.2864207e-7,0.00011204808,0.00005236387],"genre_scores_gemma":[0.994123,0.00018693754,0.000022493261,0.0002739085,0.0011073893,0.004067625,0.000021907203,0.000017635248,0.00017915072],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9949404,0.0014592162,0.0005208207,0.0003552787,0.002379107,0.00034519652],"domain_scores_gemma":[0.9938047,0.0050634993,0.00024200599,0.00016793725,0.0003782302,0.0003436421],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0049106264,0.00011675826,0.00019340165,0.00021049654,0.0009236676,0.000108454384,0.0003792702,0.0002491895,0.00024637097],"category_scores_gemma":[0.07283842,0.00009001566,0.000030634317,0.0010068759,0.0008534935,0.0005623643,0.000110401954,0.00072758447,0.000040788116],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027898119,0.00032230737,0.90485364,0.00002217394,0.000010334324,0.000009238472,0.08747397,0.000005366138,8.532976e-7,0.0019447657,0.00008555975,0.0052438974],"study_design_scores_gemma":[0.00032034089,0.00018062015,0.97197294,0.0000761744,0.000013565674,0.000011558528,0.026183253,0.00004578168,7.5058193e-7,0.000192784,0.00091485144,0.000087361535],"about_ca_topic_score_codex":0.0018268179,"about_ca_topic_score_gemma":0.0015136151,"teacher_disagreement_score":0.067927785,"about_ca_system_score_codex":0.00015133452,"about_ca_system_score_gemma":0.0029314116,"threshold_uncertainty_score":0.93497145},"labels":[],"label_agreement":null},{"id":"W4388981496","doi":"10.2196/51839","title":"Methodological Insights on Recruitment and Retention From a Remote Randomized Controlled Trial Examining the Effectiveness of an Alcohol Reduction App: Descriptive Analysis Study","year":2023,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Medical Research Council; National Institute for Health and Care Research; Public Health Research Programme; Department of Health and Social Care; Cancer Research UK","keywords":"Randomized controlled trial; Reduction (mathematics); Descriptive statistics; Alcohol; Psychology; Descriptive research; Medicine; Statistics; Mathematics; Biology; Internal medicine","score_opus":0.68385452216951,"score_gpt":0.5914070428741006,"score_spread":0.09244747929540942,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388981496","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9639594,0.0000511731,0.000179411,0.00022237728,0.0012403674,0.03374165,0.0000038452035,0.00006290621,0.0005388941],"genre_scores_gemma":[0.98331374,0.0001568598,0.00013493722,0.0000028938873,0.0003483828,0.01598653,0.000028503237,0.000008302414,0.000019866362],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9015304,0.0956725,0.0006300515,0.00036643815,0.001440653,0.0003599555],"domain_scores_gemma":[0.9293636,0.06928377,0.00036619251,0.0002518522,0.0006008138,0.00013375333],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.08135251,0.0001342,0.0011488607,0.00078908907,0.0011388034,0.000098870965,0.00023668093,0.00016429195,0.000021610591],"category_scores_gemma":[0.028426278,0.00008171635,0.00019353283,0.0031579453,0.00085448043,0.00034019805,0.00007324191,0.0004906018,0.000008647403],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.5970692,0.0003587874,0.00008970658,0.000016662756,0.0006927949,0.0000011059656,0.3874407,0.000014619022,0.00023605513,0.00092139875,0.000007707438,0.013151273],"study_design_scores_gemma":[0.5646829,0.0031798326,0.07944854,0.00011076381,0.0004555339,1.1296265e-7,0.33264366,0.0021220925,0.0002965414,0.016880888,0.000032114807,0.00014700355],"about_ca_topic_score_codex":0.007413327,"about_ca_topic_score_gemma":0.0003711234,"teacher_disagreement_score":0.07935884,"about_ca_system_score_codex":0.00045550225,"about_ca_system_score_gemma":0.00024057268,"threshold_uncertainty_score":0.9991964},"labels":[],"label_agreement":null},{"id":"W4389029719","doi":"10.1093/ofid/ofad500.1228","title":"1391. \"Going Viral for Good: The Global Impact of #IDTwitter in the Infectious Diseases Twitter Community\"","year":2023,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Outreach; Realm; Stakeholder; Medicine; Categorization; Narrative; Health care; Computer science; Public relations; Political science; Artificial intelligence","score_opus":0.08070032424966112,"score_gpt":0.4464049622665222,"score_spread":0.3657046380168611,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389029719","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9779775,0.0001428135,0.000012967707,0.0059003867,0.0017738959,0.0047232066,0.00028287477,0.00014657059,0.009039794],"genre_scores_gemma":[0.9943121,0.000071951574,0.0000033521087,0.0015385135,0.00046833872,0.0034339752,0.00010209922,0.000025081185,0.000044574892],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965194,0.0016971766,0.00040995565,0.00023099408,0.00039560805,0.0007469061],"domain_scores_gemma":[0.9935277,0.0053156666,0.00027596887,0.00052914495,0.00016313032,0.00018839397],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001412667,0.00021266514,0.00032722353,0.00012365846,0.0022365642,0.00042340063,0.001155718,0.00011236084,0.000096995675],"category_scores_gemma":[0.0042217607,0.00014353855,0.00030424926,0.0015600966,0.0004983073,0.00053078705,0.0002687613,0.00027592175,0.00006102842],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048636244,0.0003894151,0.96349466,0.00004226719,0.000048233454,0.0000011782995,0.012372077,0.00006654081,0.0000010369977,0.0053684018,0.013990221,0.0041773277],"study_design_scores_gemma":[0.00078314875,0.0003179655,0.9182125,0.000060289065,0.00009263864,0.0000016492236,0.014246638,0.000034393845,0.000001128787,0.058537275,0.0075181774,0.00019422958],"about_ca_topic_score_codex":0.0775461,"about_ca_topic_score_gemma":0.029411966,"teacher_disagreement_score":0.053168874,"about_ca_system_score_codex":0.0007243567,"about_ca_system_score_gemma":0.0009855923,"threshold_uncertainty_score":0.99906236},"labels":[],"label_agreement":null},{"id":"W4389136144","doi":"10.1097/nt.0000000000000657","title":"Time and Training Limitations May Increase Reliance on Social Media for Weight Management Dietitians","year":2023,"lang":"en","type":"article","venue":"Nutrition Today","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Emergent BioSolutions (Canada)","funders":"","keywords":"Training (meteorology); Best practice; Weight management; Clinical Practice; Medicine; Medical education; Nursing; Psychology; Weight loss; Management; Pathology","score_opus":0.18327047194737808,"score_gpt":0.3877900838248521,"score_spread":0.204519611877474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389136144","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6401792,0.00043277012,0.00009195894,0.30261135,0.010088985,0.007947092,0.0004286456,0.0013034639,0.036916498],"genre_scores_gemma":[0.97094846,0.0053492356,0.0037360638,0.0014233344,0.0077909315,0.008570573,0.00058613165,0.00005749385,0.0015377818],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988514,0.00015560855,0.00017521855,0.00021249658,0.00029244996,0.00031280585],"domain_scores_gemma":[0.9965586,0.0030811161,0.0000702369,0.000064788874,0.00009290957,0.00013236847],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006990155,0.00007800451,0.000117876865,0.00016481207,0.0009704894,0.000042266332,0.00008701904,0.0001111257,0.00006530562],"category_scores_gemma":[0.0018084382,0.00009334568,0.000042606058,0.00053266046,0.00018631894,0.00012160127,0.00001022746,0.000082211904,0.00017582219],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013375604,0.00040504878,0.00021918633,0.0003717061,0.00003924678,0.000009943963,0.25498766,0.0000026870623,0.00008226576,0.17889954,0.24796645,0.3168825],"study_design_scores_gemma":[0.0014289804,0.000080329606,0.03534043,0.00024057206,0.00004807504,3.3091342e-7,0.041313007,0.00008119355,0.000032739375,0.02322791,0.8979249,0.00028156012],"about_ca_topic_score_codex":0.00008152605,"about_ca_topic_score_gemma":0.00031397052,"teacher_disagreement_score":0.64995843,"about_ca_system_score_codex":0.00014352931,"about_ca_system_score_gemma":0.000081869046,"threshold_uncertainty_score":0.74643177},"labels":[],"label_agreement":null},{"id":"W4389228016","doi":"10.1158/1538-7755.disp23-a059","title":"Abstract A059: The role of conversational chatbots in enhancing shared decision making for African American men with early stage prostate cancer","year":2023,"lang":"en","type":"article","venue":"Cancer Epidemiology Biomarkers & Prevention","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Focus group; Stakeholder; Health care; Community-based participatory research; Participatory action research; Psychology; Medical education; Medicine; Public relations; Political science; Sociology","score_opus":0.09137662798122363,"score_gpt":0.45391968416667694,"score_spread":0.3625430561854533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389228016","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98577857,0.0012088547,0.000371949,0.008277349,0.0010609736,0.0029671437,0.000071326285,0.00005928851,0.0002045692],"genre_scores_gemma":[0.9924015,0.0010120504,0.0012531615,0.000099252306,0.00029086834,0.004823124,0.000039708444,0.000019694144,0.00006066306],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99750435,0.0006934939,0.0006260813,0.00037805137,0.0002482326,0.0005497627],"domain_scores_gemma":[0.99138874,0.007267126,0.00091341673,0.00015612968,0.00018904578,0.00008556521],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0052092625,0.00013192258,0.00035347804,0.00020043612,0.0003303705,0.0000128639695,0.00022813553,0.00011720271,0.000109092405],"category_scores_gemma":[0.003128208,0.00011004661,0.00008400941,0.00094993407,0.00057311554,0.00021072538,0.000027600396,0.00013817745,0.0000039560678],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005463043,0.000024854711,0.7724481,0.00005387431,0.00008290152,3.1571477e-7,0.02600316,0.00019114494,0.00025496338,0.0007642152,0.00041492618,0.19921523],"study_design_scores_gemma":[0.000353556,0.00007384187,0.96794176,0.00040283363,0.000027118977,5.4682324e-8,0.018742481,0.00047712444,0.00007976371,0.007812731,0.003964371,0.00012438113],"about_ca_topic_score_codex":0.043826703,"about_ca_topic_score_gemma":0.057388186,"teacher_disagreement_score":0.19909085,"about_ca_system_score_codex":0.0007189053,"about_ca_system_score_gemma":0.0009904347,"threshold_uncertainty_score":0.9625405},"labels":[],"label_agreement":null},{"id":"W4389436315","doi":"10.2196/46555","title":"Associations Between Patient-Reported Outcome Measures of Physical and Psychological Functioning and Willingness to Share Social Media Data for Research Among Adolescents With a Chronic Rheumatic Disease: Cross-Sectional Survey","year":2023,"lang":"en","type":"article","venue":"JMIR Pediatrics and Parenting","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases; National Institutes of Health; Childhood Arthritis and Rheumatology Research Alliance","keywords":"Social media; Medicine; Quality of life (healthcare); Logistic regression; Descriptive statistics; Patient-reported outcome; Disease; Cross-sectional study; Psychology; Family medicine; Internal medicine","score_opus":0.5601747773293642,"score_gpt":0.525103864141795,"score_spread":0.035070913187569164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389436315","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99740875,0.00009143443,0.000038118284,0.00010091749,0.00047713675,0.0011751041,0.0006607439,0.00004351406,0.000004279386],"genre_scores_gemma":[0.99744576,0.000043727967,0.000028962611,0.0000037239465,0.0014737134,0.0003441347,0.0006416472,0.00001485944,0.000003465262],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99749905,0.00036390856,0.0004307858,0.00044450883,0.00083931244,0.0004224605],"domain_scores_gemma":[0.99467736,0.0040452285,0.00031078968,0.0001306036,0.0005717233,0.00026427812],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0034677116,0.00010250693,0.00024557515,0.00016513217,0.0015626814,0.00019863539,0.00015192783,0.000113591435,0.0000025314057],"category_scores_gemma":[0.014713861,0.0000982047,0.00002456642,0.0010873101,0.00025791582,0.000215308,0.00014709559,0.00022314646,7.807466e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024510175,0.000050568484,0.98856187,0.00016664696,0.000010499006,2.7786973e-7,0.0073296446,0.00000353454,5.5370117e-7,0.000024743655,0.0000748732,0.0037522877],"study_design_scores_gemma":[0.00027320423,0.000058132064,0.9985235,0.000049323007,0.000024686376,5.3038345e-8,0.0006409381,0.0001363254,7.755637e-8,0.0001517248,0.0000362688,0.00010582227],"about_ca_topic_score_codex":0.0008284126,"about_ca_topic_score_gemma":0.0019234761,"teacher_disagreement_score":0.011246149,"about_ca_system_score_codex":0.00010475832,"about_ca_system_score_gemma":0.00025556918,"threshold_uncertainty_score":0.99973714},"labels":[],"label_agreement":null},{"id":"W4389443274","doi":"10.2196/50339","title":"Blockchain-Based Dynamic Consent and its Applications for Patient-Centric Research and Health Information Sharing: Protocol for an Integrative Review","year":2023,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"University of Colorado Denver","keywords":"CINAHL; Implementation; Protocol (science); Computer science; Preprint; Scopus; Critical appraisal; Knowledge management; MEDLINE; Data science; Medical education; World Wide Web; Medicine; Nursing; Alternative medicine; Psychological intervention","score_opus":0.6978588881534588,"score_gpt":0.7033739716813798,"score_spread":0.005515083527921072,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389443274","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00019674926,0.000029434805,0.00010469355,0.022399753,0.000015807076,0.9769319,0.00006306043,0.00011612296,0.00014243321],"genre_scores_gemma":[0.00034325794,0.00004199667,0.00039260223,0.00029358047,0.00015545366,0.9985933,0.00007593346,0.000021667796,0.00008223229],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99568075,0.0011280295,0.00059214025,0.00044768502,0.0010966313,0.0010547484],"domain_scores_gemma":[0.9912635,0.0051906975,0.00023625343,0.0002950145,0.0024495635,0.00056498253],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.013317788,0.00013575087,0.0002614712,0.00063517346,0.0025444746,0.00024935137,0.00036591856,0.00014104269,0.000016404574],"category_scores_gemma":[0.007323928,0.0001256176,0.000035176774,0.0023099822,0.00046431948,0.0002367743,0.000111435926,0.00045659643,0.00002115921],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009904212,0.0015174411,0.0022210097,0.07912298,0.000022595304,4.81262e-7,0.07089559,0.000005498124,0.00004169616,0.07476941,0.0823279,0.68808496],"study_design_scores_gemma":[0.0014932372,0.0026443868,0.0005314925,0.0062663485,0.0000010205748,2.562217e-7,0.0053652506,0.0029967604,0.00003661545,0.0065877773,0.9739219,0.00015493613],"about_ca_topic_score_codex":0.00044067262,"about_ca_topic_score_gemma":0.0008760144,"teacher_disagreement_score":0.891594,"about_ca_system_score_codex":0.00080947747,"about_ca_system_score_gemma":0.0039736996,"threshold_uncertainty_score":0.9987541},"labels":[],"label_agreement":null},{"id":"W4389444412","doi":"10.1016/j.ypmed.2023.107798","title":"Social media use in HPV-, cervical cancer-, and cervical screening-related research: A scoping review","year":2023,"lang":"en","type":"review","venue":"Preventive Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cancer Care Ontario; Public Health Ontario; University of Toronto; University of Guelph","funders":"","keywords":"Social media; Cervical cancer; Medicine; Dissemination; Information Dissemination; Family medicine; Medical education; Cancer; World Wide Web","score_opus":0.7065796131415257,"score_gpt":0.6184512830190395,"score_spread":0.08812833012248622,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389444412","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000033588116,0.9759964,0.0000021883486,0.011369111,0.003042461,0.009054198,0.000026746167,0.00012490226,0.00035044216],"genre_scores_gemma":[0.000015730498,0.99013203,0.000046540445,0.00016576143,0.003977519,0.00519496,0.00015563346,0.000092301125,0.00021954706],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9871039,0.0070511997,0.0017872468,0.0009452699,0.0019354634,0.0011769345],"domain_scores_gemma":[0.97152036,0.026440661,0.0007007371,0.00028857612,0.00048613618,0.0005635431],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.013477944,0.0004356074,0.0029320172,0.00083049014,0.0007645424,0.000053733937,0.0006395816,0.0007973876,0.0009323072],"category_scores_gemma":[0.056792613,0.00038239817,0.00023360124,0.0050807036,0.0018930369,0.0002355411,0.00030673255,0.0021874001,0.000094544164],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005435356,0.000044570395,0.00021080482,0.09630429,0.00007020512,0.000027465061,0.021624278,8.009498e-9,7.519097e-9,0.0011756178,0.0028305412,0.87770677],"study_design_scores_gemma":[0.00035141857,0.000035007142,0.0017615905,0.6489109,0.00050980976,0.0000020490868,0.0014071332,8.7012864e-7,9.588864e-9,0.0009342074,0.34577283,0.00031418542],"about_ca_topic_score_codex":0.020578617,"about_ca_topic_score_gemma":0.048409533,"teacher_disagreement_score":0.8773926,"about_ca_system_score_codex":0.0010276329,"about_ca_system_score_gemma":0.003107638,"threshold_uncertainty_score":0.999981},"labels":[],"label_agreement":null},{"id":"W4389577296","doi":"10.2196/50735","title":"Evaluating the Appropriateness of Podcasts to Improve the Knowledge and Awareness of Selected Health Topics Among Undergraduate General Nursing Students: Protocol for an International Feasibility Study","year":2023,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Western University","funders":"University of Fort Hare; University College Cork; University of Galway; Imperial College London; International Seafood Sustainability Foundation; Wellcome Trust","keywords":"Preprint; Protocol (science); Medical education; Medicine; Psychology; Nursing; Alternative medicine; Computer science; World Wide Web","score_opus":0.7239383015030229,"score_gpt":0.7417080552771391,"score_spread":0.01776975377411627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389577296","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40441787,2.6069168e-7,0.000017707,0.0023283043,0.000078978606,0.5931016,0.0000060142784,0.000024406678,0.000024813511],"genre_scores_gemma":[0.10911704,1.9088577e-7,0.00017600335,0.000008820421,0.0005935662,0.89000666,0.00000386831,0.000016355634,0.00007748361],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9922946,0.0045225355,0.0005848809,0.0004199026,0.0016086113,0.0005694349],"domain_scores_gemma":[0.99500203,0.0017764966,0.0003029656,0.00042570088,0.0023058257,0.00018699307],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.018038785,0.00011123166,0.00023982581,0.00016820955,0.0012519561,0.00015870173,0.0010095795,0.00007550624,0.0000043038376],"category_scores_gemma":[0.0060103177,0.00007526887,0.000034271077,0.0017250706,0.0005274898,0.00025019364,0.00020715834,0.00029856883,0.0000010293162],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00087378145,0.0037945202,0.649852,0.00097585015,0.000036552592,1.4246598e-7,0.20629475,0.000025755673,0.0005118006,0.002194653,0.0003165584,0.13512367],"study_design_scores_gemma":[0.0019762104,0.004487398,0.96661264,0.00079558865,0.000002753934,9.151992e-8,0.019231556,0.0011132155,0.00022775498,0.003496752,0.0019481395,0.000107903004],"about_ca_topic_score_codex":0.0037858537,"about_ca_topic_score_gemma":0.0037881718,"teacher_disagreement_score":0.31676066,"about_ca_system_score_codex":0.00058407977,"about_ca_system_score_gemma":0.0031930178,"threshold_uncertainty_score":0.9629161},"labels":[],"label_agreement":null},{"id":"W4389818533","doi":"10.5334/pme.1053","title":"Twitter as a Mechanism of Knowledge Translation in Health Professions Education: An Exploratory Content Analysis","year":2023,"lang":"en","type":"article","venue":"Perspectives on Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre; Université du Québec à Trois-Rivières; McGill University; University of Ottawa","funders":"McGill University","keywords":"Knowledge translation; Social media; Content analysis; Exploratory research; Mechanism (biology); Computer science; Coding (social sciences); Medical education; World Wide Web; Knowledge management; Medicine; Sociology","score_opus":0.25307080999330095,"score_gpt":0.5104011409891543,"score_spread":0.2573303309958534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389818533","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8981622,0.0012171682,0.00031105377,0.0877221,0.005813576,0.002191071,0.0000032179905,0.00015516371,0.004424436],"genre_scores_gemma":[0.9945566,0.0011704296,0.0002820087,0.0007950897,0.0009614354,0.0017890517,0.00008022499,0.000016854307,0.00034827422],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.996185,0.0016050518,0.0005706712,0.00042205804,0.00087045477,0.0003467467],"domain_scores_gemma":[0.9971782,0.0012118998,0.00027950894,0.00026735116,0.00047231693,0.0005907459],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0032463872,0.00012653974,0.0003122329,0.0011696401,0.00035291017,0.000019922094,0.00025099269,0.0002084644,0.0006863748],"category_scores_gemma":[0.0090502985,0.00013154112,0.00009194437,0.003996622,0.0002505082,0.00027708206,0.000012590814,0.00032826493,0.00008767457],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002026259,0.0020747995,0.0034144039,0.000056990975,0.000024931845,1.2994718e-7,0.8325858,0.0000022071374,0.000012070007,0.112403914,0.0005546949,0.048849802],"study_design_scores_gemma":[0.000209542,0.00014273201,0.04292764,0.00026315867,0.00003270056,1.5516989e-7,0.9454737,0.00018039827,0.000017087475,0.007235718,0.0033848186,0.00013234746],"about_ca_topic_score_codex":0.010319034,"about_ca_topic_score_gemma":0.009496907,"teacher_disagreement_score":0.112887904,"about_ca_system_score_codex":0.0011964802,"about_ca_system_score_gemma":0.021511843,"threshold_uncertainty_score":0.9992969},"labels":[],"label_agreement":null},{"id":"W4389877930","doi":"10.7748/nr.2023.e1859","title":"Using social media to recruit research participants: a literature review","year":2023,"lang":"en","type":"review","venue":"Nurse Researcher","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Athabasca University","funders":"","keywords":"Social media; Psychology; Nursing research; Medicine; Computer science; Nursing; World Wide Web","score_opus":0.9362249488650931,"score_gpt":0.7331511214215697,"score_spread":0.20307382744352342,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389877930","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00000508094,0.97495455,5.600489e-7,0.008298869,0.0035242855,0.009672608,0.00009519177,0.00018213705,0.003266701],"genre_scores_gemma":[3.1763176e-7,0.977528,0.00022140256,0.00013688592,0.010687527,0.009422557,0.00011028109,0.00018325693,0.001709792],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.97584003,0.0146409925,0.001199786,0.0009953809,0.0043611117,0.0029627164],"domain_scores_gemma":[0.97912246,0.016347827,0.00031528602,0.00073813973,0.001941864,0.0015344523],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03281701,0.0004000905,0.0018940002,0.0012128553,0.0018684448,0.00041547985,0.0015756384,0.0012562842,0.00078640814],"category_scores_gemma":[0.14507753,0.00036896358,0.00046093334,0.01374837,0.0008651915,0.00023071929,0.0002403599,0.0035170412,0.0037725808],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000049256296,0.00005737952,0.0000016253402,0.043941714,0.00004619321,0.000039774604,0.04128266,7.914502e-9,6.338417e-8,0.0014931103,0.092930794,0.82020175],"study_design_scores_gemma":[0.00004152371,0.000016761414,0.000008165007,0.15530999,0.00013020287,0.0000011583527,0.0024577922,2.4959255e-7,3.292577e-8,0.0004468052,0.8413189,0.0002684362],"about_ca_topic_score_codex":0.0018072524,"about_ca_topic_score_gemma":0.0023325838,"teacher_disagreement_score":0.8199333,"about_ca_system_score_codex":0.0037071633,"about_ca_system_score_gemma":0.010723132,"threshold_uncertainty_score":0.99987626},"labels":[],"label_agreement":null},{"id":"W4389956907","doi":"10.1161/circ.148.suppl_1.14370","title":"Abstract 14370: Educate: A Randomized Controlled Trial of Education Curriculum Assessment for Teaching Electrocardiography","year":2023,"lang":"en","type":"article","venue":"Circulation","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Stephen's University; St. Thomas Hospital","funders":"","keywords":"Medicine; Randomized controlled trial; Psychological intervention; Test (biology); Curriculum; Medical education; Intervention (counseling); Internal medicine; Nursing","score_opus":0.03602947300817234,"score_gpt":0.4200259893879395,"score_spread":0.38399651637976717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389956907","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.954631,0.00012226713,0.0013343433,0.0025191556,0.013946024,0.019557016,0.000002092339,0.00016229186,0.0077258563],"genre_scores_gemma":[0.98068184,0.00011415871,0.0007728646,0.000040293373,0.0026151726,0.015629884,0.000105861975,0.000017043476,0.000022888156],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99731857,0.0008817989,0.0007227074,0.00023516518,0.0005226741,0.0003190706],"domain_scores_gemma":[0.99398404,0.0047083893,0.00065355445,0.00015663805,0.00039234755,0.00010501864],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.007677283,0.000115421295,0.0007050253,0.00045365506,0.0005477423,0.000051174273,0.00012711158,0.00015168186,0.000031108062],"category_scores_gemma":[0.010731901,0.00011373488,0.00052314246,0.0007230705,0.00014724697,0.00021822004,0.0000058439723,0.00015281835,0.000009513144],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.35193327,0.0029924365,0.035889238,0.00060681807,0.0008190971,2.3288264e-7,0.07756748,0.00033967188,0.001427111,0.3389465,0.008185108,0.18129301],"study_design_scores_gemma":[0.8877609,0.00006891688,0.06215013,0.00011314135,0.00036489923,1.5409074e-7,0.0119681405,0.0011388743,0.000015012425,0.031385515,0.0047416156,0.00029271457],"about_ca_topic_score_codex":0.0018671005,"about_ca_topic_score_gemma":0.000045187433,"teacher_disagreement_score":0.5358276,"about_ca_system_score_codex":0.00030740362,"about_ca_system_score_gemma":0.002137255,"threshold_uncertainty_score":0.99760115},"labels":[],"label_agreement":null},{"id":"W4389991361","doi":"10.2196/54665","title":"Correction: The Patient Experience of Acute Lymphoblastic Leukemia and Its Treatment: Social Media Review","year":2023,"lang":"en","type":"erratum","venue":"JMIR Cancer","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Lymphoblastic Leukemia; Social media; Medicine; Intensive care medicine; Psychology; Internal medicine; Leukemia; Computer science; World Wide Web","score_opus":0.08226920010087482,"score_gpt":0.41540593161936956,"score_spread":0.33313673151849477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389991361","genre_codex":"editorial","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0140937995,0.18897438,6.497958e-7,0.016385194,0.7521529,0.009362125,0.000453388,0.000297184,0.018280353],"genre_scores_gemma":[0.009222737,0.89027363,0.000003328016,0.00094986253,0.023261227,0.032628924,0.00014398382,0.00009564852,0.043420646],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99783057,0.0003123324,0.00042257478,0.00034746336,0.00070719526,0.00037988243],"domain_scores_gemma":[0.9973715,0.0014880348,0.0005735621,0.00016443427,0.00026817637,0.00013432433],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021821706,0.00022356621,0.00049185456,0.00006458105,0.0007407177,0.000029530389,0.00025450412,0.00037474427,0.00037427287],"category_scores_gemma":[0.0013027455,0.00017200402,0.00011716792,0.0007813578,0.000416942,0.00009245941,0.000043772878,0.00028923742,0.00003157577],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008190292,0.000015155765,0.000060507464,0.00034787296,0.00004566391,0.0000013946042,0.1738856,1.2968215e-7,5.9751784e-7,0.00006425106,0.7687207,0.056849986],"study_design_scores_gemma":[0.00011603933,0.00005295776,0.0034595353,0.0021305478,0.00021993196,7.1722377e-7,0.006222556,0.000011088513,0.000006077708,0.000034175486,0.987554,0.00019237833],"about_ca_topic_score_codex":0.0069350232,"about_ca_topic_score_gemma":0.008225085,"teacher_disagreement_score":0.72889173,"about_ca_system_score_codex":0.002716556,"about_ca_system_score_gemma":0.0048182993,"threshold_uncertainty_score":0.9996779},"labels":[],"label_agreement":null},{"id":"W4390072174","doi":"10.2196/48538","title":"Testing Behavioral Messages to Increase Recruitment to Health Research When Embedded Within Social Media Campaigns on Twitter: Web-Based Experimental Study","year":2023,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"University College London; Cancer Research UK","keywords":"Preprint; Social media; Internet privacy; World Wide Web; Psychology; Computer science; Advertising; Business","score_opus":0.7218230674791668,"score_gpt":0.6348808269512674,"score_spread":0.08694224052789945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390072174","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9678046,0.000013644557,0.0000016703759,0.013922963,0.0014383391,0.015044164,0.000047610476,0.00029891153,0.0014280886],"genre_scores_gemma":[0.96504205,0.0000021932694,0.00039194955,0.00039734205,0.0011955912,0.032755446,0.00004234363,0.00005504297,0.000118014716],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.97963715,0.01069179,0.000759397,0.0007088179,0.005868768,0.0023341011],"domain_scores_gemma":[0.98565376,0.01084611,0.00016360969,0.0004249176,0.0013649976,0.0015465979],"candidate_categories":["metaresearch","metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.030619703,0.00025518384,0.00045276113,0.0019734537,0.0051750424,0.00036512694,0.0009234788,0.00017558433,0.00021787031],"category_scores_gemma":[0.010703185,0.00025522235,0.000067615365,0.006503581,0.00055219885,0.0003456846,0.00043693525,0.0013713867,0.0013055622],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002449454,0.0020344544,0.005065765,0.000042044358,0.0000096085005,0.000013336259,0.93101585,0.000005998721,0.00027314774,0.0002568582,0.05171521,0.009322779],"study_design_scores_gemma":[0.0010913028,0.005304571,0.05334513,0.00021606607,0.0000028773443,1.9078092e-7,0.9338756,0.000052354793,0.00059642794,0.00028865636,0.0049368,0.00028998088],"about_ca_topic_score_codex":0.011758941,"about_ca_topic_score_gemma":0.0052287513,"teacher_disagreement_score":0.048279364,"about_ca_system_score_codex":0.0051536052,"about_ca_system_score_gemma":0.004619558,"threshold_uncertainty_score":0.99999},"labels":[],"label_agreement":null},{"id":"W4390113304","doi":"10.5430/jnep.v14n4p1","title":"Developing education for e-professionalism-Mixed methods evaluation of the impact of an evidence based educational tool for nurses","year":2023,"lang":"en","type":"article","venue":"Journal of Nursing Education and Practice","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Social media; Action (physics); Context (archaeology); Focus group; Psychology; Medical education; Qualitative research; Health professionals; Qualitative property; Health care; Pedagogy; Nursing; Public relations; Medicine; Sociology; Computer science; Political science","score_opus":0.6673583209322373,"score_gpt":0.7171967927059223,"score_spread":0.049838471773684945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390113304","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86353236,0.001554295,0.0023010792,0.09200201,0.03776003,0.0025914256,0.0000074916757,0.000009048396,0.00024223255],"genre_scores_gemma":[0.8672449,0.00015589363,0.12991287,0.00027932844,0.0017597412,0.0005163052,0.000021005695,0.000016901291,0.000093081515],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99552125,0.0029475524,0.0005974528,0.00013233683,0.00064531306,0.00015610398],"domain_scores_gemma":[0.9669647,0.024879696,0.0018518176,0.0001544231,0.006061919,0.00008739774],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01657861,0.00008464642,0.00018179667,0.00026692153,0.00064953166,0.00003998145,0.00021036212,0.0001029829,0.000023924798],"category_scores_gemma":[0.13856988,0.000068811336,0.00011665889,0.0007860853,0.00016185307,0.0012562211,0.000006725309,0.000118816024,2.7081987e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030415144,0.0010627728,0.0013602624,0.00013910478,0.000032854176,3.294393e-9,0.056592524,0.00013048032,0.0013127353,0.013519512,0.007191492,0.9183541],"study_design_scores_gemma":[0.00094387017,0.00049684773,0.66728145,0.004901569,0.00093861105,0.000027381348,0.17513332,0.002172136,0.0023382779,0.12825745,0.017213037,0.0002960203],"about_ca_topic_score_codex":0.00033597805,"about_ca_topic_score_gemma":0.00001032109,"teacher_disagreement_score":0.9180581,"about_ca_system_score_codex":0.000960122,"about_ca_system_score_gemma":0.040159646,"threshold_uncertainty_score":0.9652818},"labels":[],"label_agreement":null},{"id":"W4390146943","doi":"10.1016/j.ijcha.2023.101328","title":"The impact of Twitter/X promotion on visibility of research articles: Results of the #TweetTheJournal study","year":2023,"lang":"en","type":"article","venue":"IJC Heart & Vasculature","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Montreal Heart Institute","funders":"Novo Nordisk Fonden","keywords":"Visibility; Promotion (chess); Medicine; Geography; Political science; Meteorology","score_opus":0.32754235460356196,"score_gpt":0.5598810239651884,"score_spread":0.2323386693616264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390146943","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9889782,0.000048155616,1.8699744e-7,0.007385728,0.0011545544,0.002199057,0.000009223197,0.000020798487,0.00020407214],"genre_scores_gemma":[0.9993262,0.000034556335,0.000009897774,0.000008373067,0.0005043401,0.00006952304,0.0000010248743,0.000008997829,0.000037059635],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9937962,0.0032436207,0.00054340175,0.00020878174,0.0018008486,0.000407116],"domain_scores_gemma":[0.9938272,0.0040286435,0.00024223377,0.0006444669,0.0011522345,0.00010517534],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01681572,0.00007994148,0.00021863077,0.00011621974,0.00072499627,0.000027325375,0.00039750081,0.0001363347,0.0000150196365],"category_scores_gemma":[0.02200983,0.000044066484,0.00023464575,0.0024693916,0.00065255584,0.000080591366,0.000062050756,0.00060293276,0.0000090530375],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038539464,0.0014926837,0.5938921,0.00008854049,0.0001259023,6.7167747e-7,0.38280207,0.00020288404,0.0025318891,0.00027684128,0.011161677,0.0070393505],"study_design_scores_gemma":[0.00032469578,0.00046813575,0.97409976,0.00010275741,0.000009797646,1.6788249e-7,0.021742292,0.000020034895,0.0007638808,0.0021204085,0.00031178613,0.000036269597],"about_ca_topic_score_codex":0.011680458,"about_ca_topic_score_gemma":0.0013375081,"teacher_disagreement_score":0.38020766,"about_ca_system_score_codex":0.00023273182,"about_ca_system_score_gemma":0.00089614856,"threshold_uncertainty_score":0.9949008},"labels":[],"label_agreement":null},{"id":"W4390192556","doi":"10.1002/alz.075155","title":"CAN‐THUMBS UP: Recruitment in the Virtual Era","year":2023,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of New Brunswick; Western University; Institut Universitaire de Gériatrie de Montréal; Baycrest Hospital; Horizon Health Network; University of British Columbia; Lawson Health Research Institute; University of British Columbia Hospital","funders":"","keywords":"Population; Medicine; Literacy; Cohort; Specialty; Health literacy; Social media; Social network (sociolinguistics); Family medicine; Gerontology; Psychology; Health care; World Wide Web; Environmental health; Computer science","score_opus":0.24858415027146763,"score_gpt":0.42885835880326956,"score_spread":0.18027420853180193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390192556","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.788481,0.016209057,0.0000051901534,0.14509672,0.029338967,0.007059,0.000014384731,0.00038482057,0.013410866],"genre_scores_gemma":[0.99517506,0.00038663304,0.000057115045,0.0012753427,0.0008415794,0.002201523,0.000022174998,0.000012698651,0.00002785493],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99794924,0.00057237037,0.00024781688,0.00020849459,0.00053664885,0.00048543245],"domain_scores_gemma":[0.9985617,0.0010059453,0.00007909639,0.00021438592,0.000046785717,0.00009211841],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001983723,0.00009019641,0.000104606035,0.0001026044,0.00053055875,0.0000666031,0.0003978697,0.00008426228,0.00031247252],"category_scores_gemma":[0.00047713873,0.00007888058,0.000042182637,0.0009917143,0.00014504984,0.000110639405,0.000037666392,0.00017813947,0.00050075544],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011283567,0.000114519644,0.029252967,0.0000027739509,0.0007207421,0.0000084171415,0.4032681,0.00000722009,0.000024553565,0.049194712,0.046268735,0.471126],"study_design_scores_gemma":[0.00035198772,0.0000755686,0.17424573,0.000018613113,0.0009930562,3.8132086e-7,0.0582053,0.000018294515,0.00014406799,0.0053736283,0.7603235,0.000249861],"about_ca_topic_score_codex":0.017886652,"about_ca_topic_score_gemma":0.01634433,"teacher_disagreement_score":0.71405476,"about_ca_system_score_codex":0.000036691083,"about_ca_system_score_gemma":0.00041301773,"threshold_uncertainty_score":0.9886533},"labels":[],"label_agreement":null},{"id":"W4390239198","doi":"10.1080/10810730.2023.2231374","title":"Online Health Communities’ Portrayal of Obesity on Social Media Platforms in South Africa","year":2023,"lang":"en","type":"article","venue":"Journal of Health Communication","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Social media; Psychological intervention; Framing (construction); Obesity; Leverage (statistics); Public health; Health communication; Health promotion; Life expectancy; Psychology; Medicine; Advertising; Environmental health; Political science; Public relations; Geography; Population; Business; Computer science","score_opus":0.3316332008573421,"score_gpt":0.46184884046380215,"score_spread":0.13021563960646004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390239198","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9570286,0.0014550564,0.000013425588,0.039299637,0.0013465025,0.0005963874,0.00003199408,0.000036675978,0.00019171964],"genre_scores_gemma":[0.9929092,0.0053161797,0.0007953582,0.00044891375,0.0003985677,0.0000202875,0.00008973639,0.000016232912,0.0000055042856],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9950013,0.0018715445,0.0016423517,0.00007997529,0.0009074649,0.00049737416],"domain_scores_gemma":[0.99190086,0.0039638877,0.0031603677,0.00035705155,0.00038682937,0.00023099467],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01178267,0.00011213763,0.0005796581,0.0006113223,0.0010039943,0.000017780883,0.0007741473,0.00015385958,0.00003180185],"category_scores_gemma":[0.0028755884,0.00011394551,0.000097823446,0.0013134286,0.00029767767,0.00023363154,0.000066126835,0.0009354242,0.00000881514],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054236712,0.00057615124,0.016749986,0.00011521951,0.00000880044,4.984154e-7,0.9253484,0.000022919245,6.324231e-7,0.003959174,0.0014205242,0.051743448],"study_design_scores_gemma":[0.00071757834,0.00026704388,0.62658346,0.00051565137,0.000005160743,9.372986e-7,0.35802662,0.000038832084,0.0000015144469,0.0046370723,0.009094365,0.000111782814],"about_ca_topic_score_codex":0.0073492173,"about_ca_topic_score_gemma":0.01775774,"teacher_disagreement_score":0.6098335,"about_ca_system_score_codex":0.0012290347,"about_ca_system_score_gemma":0.0038316997,"threshold_uncertainty_score":0.9992609},"labels":[],"label_agreement":null},{"id":"W4390353122","doi":"10.2196/50156","title":"Measuring e-Professional Behavior of Doctors of Medicine and Dental Medicine on Social Networking Sites: Indexes Construction With Formative Indicators","year":2023,"lang":"en","type":"article","venue":"JMIR Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Hrvatska Zaklada za Znanost","keywords":"Formative assessment; Psychology; Normative; Scale (ratio); Confidentiality; Test (biology); Nonprobability sampling; Variance (accounting); Health care; Structural equation modeling; Applied psychology; Medical education; Computer science; Medicine; Business; Computer security","score_opus":0.10752598459601782,"score_gpt":0.4510599666982996,"score_spread":0.3435339821022818,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390353122","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9838539,0.00009794606,0.000004774986,0.00935361,0.0050252075,0.00093556545,0.0000021895016,0.00005238349,0.0006744428],"genre_scores_gemma":[0.99607044,0.00017283153,0.000053157797,0.00020460556,0.002824956,0.00058980746,0.00005514405,0.000012661191,0.000016418195],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970023,0.00033178664,0.0005609176,0.0002008108,0.0016412447,0.00026295858],"domain_scores_gemma":[0.99759,0.0012534043,0.0005715598,0.00008469006,0.00020912755,0.0002911871],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015806993,0.00012464433,0.0003146444,0.00054166483,0.00043801698,0.0000051564393,0.00015581977,0.00024828836,0.00028213597],"category_scores_gemma":[0.0027643205,0.00009813203,0.000025454043,0.0015211476,0.0024119327,0.00016587682,0.00002658981,0.0003109316,0.00000271278],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008947292,0.00024020039,0.52506745,0.0002230888,0.000022482543,5.964113e-7,0.25960112,2.1547034e-7,0.00008260663,0.009133421,0.0031099033,0.20242946],"study_design_scores_gemma":[0.000926227,0.00027280362,0.805978,0.0016699694,0.00005585526,0.0000026849261,0.1878192,0.000010054996,0.000081328944,0.0008068881,0.0022359558,0.00014105554],"about_ca_topic_score_codex":0.0012492117,"about_ca_topic_score_gemma":0.0003591575,"teacher_disagreement_score":0.28091055,"about_ca_system_score_codex":0.00021328425,"about_ca_system_score_gemma":0.001699104,"threshold_uncertainty_score":0.88868666},"labels":[],"label_agreement":null},{"id":"W4390403955","doi":"10.2196/49881","title":"Social Media, Public Health Research, and Vulnerability: Considerations to Advance Ethical Guidelines and Strengthen Future Research","year":2023,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Alcohol Abuse and Alcoholism","keywords":"Public health; Public relations; Social media; Confidentiality; Research ethics; Scholarship; Informed consent; Vulnerability (computing); Engineering ethics; Political science; Sociology; Internet privacy; Medicine; Computer security; Law; Engineering; Computer science; Nursing","score_opus":0.6223233606421151,"score_gpt":0.5871873425477698,"score_spread":0.0351360180943453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390403955","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29945856,0.002030575,0.0000063363564,0.6951378,0.0010076457,0.0019036751,0.000043508946,0.00020094945,0.00021092493],"genre_scores_gemma":[0.96235067,0.0144130895,0.000963852,0.012910226,0.006712598,0.0024122691,0.000090269146,0.00004101996,0.00010598354],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98415166,0.009562046,0.00091258605,0.0009276752,0.0019586056,0.0024874262],"domain_scores_gemma":[0.9725706,0.020813398,0.00016425663,0.00032922265,0.0026552957,0.003467205],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.05649855,0.00017997176,0.0005108693,0.00068698026,0.0069487332,0.00059180096,0.00023016983,0.0004496613,0.000031863387],"category_scores_gemma":[0.10865662,0.00018384973,0.00002489756,0.0032692528,0.00173068,0.00033521722,0.00021958594,0.0017834624,0.000019544701],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018265504,0.000084588806,0.07094963,0.0003350955,0.0000076751185,0.0000019865881,0.24835709,1.0576548e-7,9.836648e-7,0.12621044,0.20870404,0.34533012],"study_design_scores_gemma":[0.0002673924,0.0001728286,0.14000633,0.000018583572,9.6732116e-8,0.0000018694362,0.062037397,0.000030364487,3.8677147e-8,0.009985346,0.7873294,0.00015038053],"about_ca_topic_score_codex":0.003869892,"about_ca_topic_score_gemma":0.054649968,"teacher_disagreement_score":0.6822276,"about_ca_system_score_codex":0.0005825932,"about_ca_system_score_gemma":0.01079908,"threshold_uncertainty_score":0.9948088},"labels":[],"label_agreement":null},{"id":"W4390406136","doi":"10.1111/pan.14826","title":"An assessment of program information on pediatric anesthesiology fellowship websites","year":2023,"lang":"en","type":"article","venue":"Pediatric Anesthesia","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kingston Health Sciences Centre; Queen's University","funders":"","keywords":"Anesthesiology; Table of contents; Medical education; Table (database); Medicine; Computer science; World Wide Web","score_opus":0.06831826810474385,"score_gpt":0.4378084529282477,"score_spread":0.3694901848235039,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390406136","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99392474,0.00005167779,0.000008530892,0.0017426354,0.00069856236,0.0016383247,0.0000018268825,0.000561951,0.0013717514],"genre_scores_gemma":[0.9937189,0.000966362,0.0011964452,0.00022214199,0.002766158,0.0009940489,0.00008498489,0.000019744277,0.000031183954],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973476,0.0006148927,0.0005259179,0.00023552387,0.00072198134,0.000554111],"domain_scores_gemma":[0.996968,0.0018019761,0.00043158655,0.00028887542,0.00024888385,0.0002606943],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019465165,0.00016016312,0.00027156784,0.00065250613,0.000414368,0.000057837493,0.00040046984,0.000279871,0.00010366345],"category_scores_gemma":[0.0011455461,0.00016334995,0.00007620084,0.002530369,0.00012918498,0.00054306514,0.000011681856,0.0002113029,0.000483817],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011684957,0.00020126805,0.96943283,0.000098419936,0.000002283782,0.000005304615,0.0059706727,0.000051273455,6.8549633e-7,0.0042579607,0.0010495895,0.018918024],"study_design_scores_gemma":[0.00016289757,0.00051160064,0.98003477,0.0000030940557,0.00004492971,0.0000016536509,0.0019719636,0.00016959004,0.000001985527,0.00041239237,0.016513385,0.00017173319],"about_ca_topic_score_codex":0.0007670101,"about_ca_topic_score_gemma":0.000039243485,"teacher_disagreement_score":0.018746292,"about_ca_system_score_codex":0.00015997275,"about_ca_system_score_gemma":0.0010805634,"threshold_uncertainty_score":0.6661218},"labels":[],"label_agreement":null},{"id":"W4390419508","doi":"10.2196/47984","title":"Screening and Retaining Adolescents Recruited Through Social Media: Secondary Analysis from a Longitudinal Clinical Trial","year":2023,"lang":"en","type":"article","venue":"JMIR Pediatrics and Parenting","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Drug Abuse","keywords":"Psychology; Social media; Medicine; Developmental psychology; Clinical psychology; Political science","score_opus":0.34321106057937734,"score_gpt":0.482691510325561,"score_spread":0.13948044974618368,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390419508","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99444145,0.00038194883,0.00007909194,0.00071515876,0.0032301191,0.0007263244,0.00003505614,0.00014976344,0.00024109389],"genre_scores_gemma":[0.98729527,0.0012839328,0.00046839885,0.00006775973,0.010523936,0.00018123322,0.00015104163,0.000017974397,0.000010479998],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970316,0.0006251215,0.0007159151,0.00052301737,0.00056355767,0.00054073904],"domain_scores_gemma":[0.99419516,0.0048671346,0.0004679577,0.000109676614,0.00012193786,0.00023811062],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0028145022,0.00015159161,0.00045077474,0.00028436442,0.0014837875,0.00022163673,0.00015220056,0.0003323857,0.000060843737],"category_scores_gemma":[0.0053764395,0.00017125647,0.00016074721,0.0026012461,0.00022183808,0.00026610625,0.00012958258,0.0005133994,0.000007437443],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023255187,0.000031394633,0.901004,0.000030328147,0.000055574546,0.000004386616,0.036930252,3.9067393e-7,2.1402694e-7,0.000087954984,0.00044154626,0.06118142],"study_design_scores_gemma":[0.0033423626,0.00002971659,0.9814016,0.000027202395,0.00039064573,8.328702e-8,0.0111063,0.00013780785,1.3389642e-7,0.000622598,0.002744077,0.00019743007],"about_ca_topic_score_codex":0.002312658,"about_ca_topic_score_gemma":0.0020898418,"teacher_disagreement_score":0.08039766,"about_ca_system_score_codex":0.000045230867,"about_ca_system_score_gemma":0.0002782979,"threshold_uncertainty_score":0.9998161},"labels":[],"label_agreement":null},{"id":"W4390428143","doi":"10.1515/dx-2023-0165","title":"Journal Reputation Factor","year":2023,"lang":"en","type":"letter","venue":"Diagnosis","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; University Health Network; Mount Sinai Hospital","funders":"","keywords":"Factor (programming language); Reputation; Computer science; Political science; Law; Programming language","score_opus":0.2595624783059795,"score_gpt":0.45735301363123293,"score_spread":0.19779053532525342,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390428143","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0042579668,0.00021781663,0.0000045200386,0.95153177,0.041954968,0.0007551173,0.00003122934,0.0002010819,0.001045552],"genre_scores_gemma":[0.0012633514,0.010517834,0.00026181163,0.8060576,0.17432281,0.004770043,0.0002543268,0.00015073283,0.0024015356],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99737316,0.00060844445,0.0003436357,0.00024236165,0.000914575,0.00051781686],"domain_scores_gemma":[0.9917127,0.007325538,0.0003773752,0.00015328104,0.0002879571,0.00014313908],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006893878,0.00013998909,0.00022555343,0.0002564734,0.0008195816,0.0002484262,0.00033007615,0.0009004089,0.001010839],"category_scores_gemma":[0.015622812,0.00015450493,0.0001333364,0.0005417591,0.00013103393,0.00018907452,0.000017566794,0.001490937,0.0011289889],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[3.9024613e-7,0.000008342339,0.010899764,0.000031162675,0.000013207747,0.00003806421,0.018590625,1.837961e-7,3.5775066e-8,0.000026425425,0.93932676,0.031065041],"study_design_scores_gemma":[0.0000407041,0.000016061047,0.010962221,0.00009394983,0.000022919257,6.633326e-7,0.00096827786,2.7317677e-7,0.000002190573,0.0013102783,0.98643017,0.00015229578],"about_ca_topic_score_codex":0.0051158452,"about_ca_topic_score_gemma":0.00060751435,"teacher_disagreement_score":0.1454742,"about_ca_system_score_codex":0.0008151462,"about_ca_system_score_gemma":0.0010343675,"threshold_uncertainty_score":0.99990237},"labels":[],"label_agreement":null},{"id":"W4390539155","doi":"10.14283/jpad.2024.4","title":"Ethical Considerations at the Intersection of Social Media and Dementia Prevention Research","year":2024,"lang":"en","type":"article","venue":"The Journal of Prevention of Alzheimer s Disease","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Shaughnessy Hospital; University of British Columbia","funders":"","keywords":"Social media; Misinformation; Thematic analysis; Public relations; Psychology; Qualitative research; Dementia; Digital media; Medical education; Medicine; Sociology; Political science","score_opus":0.27298056534893544,"score_gpt":0.5073663445995373,"score_spread":0.2343857792506019,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390539155","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9199864,0.025875274,0.00023538189,0.04740395,0.004828857,0.0010248636,0.0000124513135,0.000015792217,0.00061698264],"genre_scores_gemma":[0.99826044,0.0009028239,0.00006969707,0.000015937376,0.000669617,0.000027414964,0.000001963099,0.0000074409404,0.000044659668],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99541724,0.0029025497,0.0005811773,0.00008123902,0.0008554043,0.00016238763],"domain_scores_gemma":[0.993832,0.004914588,0.00036826462,0.00009150961,0.0006582463,0.00013538118],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009761628,0.000057336503,0.00012428677,0.00011166883,0.000968076,0.000052686228,0.00012990697,0.0000983361,0.00032910652],"category_scores_gemma":[0.0046674213,0.000039721395,0.00013144471,0.0003033071,0.0010085462,0.0001951849,0.000052418774,0.00045157803,0.0000046623572],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011952979,0.0006434346,0.0021503826,0.0003530668,0.0024110333,0.000006505661,0.27795866,0.000019806954,0.0020544168,0.50877815,0.037605837,0.1668234],"study_design_scores_gemma":[0.001059367,0.0005484781,0.21186048,0.0011014737,0.0052069356,0.000014701265,0.06231112,0.00013948555,0.0020386653,0.6968852,0.01858407,0.00024997108],"about_ca_topic_score_codex":0.00010590557,"about_ca_topic_score_gemma":0.001014289,"teacher_disagreement_score":0.21564755,"about_ca_system_score_codex":0.000110851994,"about_ca_system_score_gemma":0.001254989,"threshold_uncertainty_score":0.7445756},"labels":[],"label_agreement":null},{"id":"W4390546520","doi":"10.1097/acm.0000000000005620","title":"Social Network Analysis in Undergraduate and Postgraduate Medical Education: A Scoping Review","year":2023,"lang":"en","type":"review","venue":"Academic Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Thematic analysis; Medical education; Social network analysis; Homophily; Psychology; MEDLINE; Scopus; Scope (computer science); Interpersonal communication; Interpersonal relationship; Inclusion (mineral); Medicine; Qualitative research; Social media; Computer science; Sociology; World Wide Web","score_opus":0.2995559517220664,"score_gpt":0.5778449371250755,"score_spread":0.27828898540300906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390546520","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000004044958,0.90539175,0.000004573761,0.086368576,0.0033377232,0.0041859606,0.000001592157,0.000108292064,0.00059749023],"genre_scores_gemma":[0.000005456966,0.982441,0.000014187877,0.0031454617,0.011468047,0.0023970415,0.00017925451,0.0000523989,0.00029713273],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.992378,0.002466405,0.0020547507,0.0007004554,0.0015743477,0.0008260168],"domain_scores_gemma":[0.99163663,0.0062327296,0.001075231,0.0002499145,0.00014711898,0.0006583485],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.009671809,0.00039285576,0.0032812,0.0007544085,0.0005095707,0.0000144713285,0.0006776662,0.001209175,0.00021483106],"category_scores_gemma":[0.031658404,0.00034513217,0.00022340918,0.009101886,0.00082431664,0.00010998139,0.000119275945,0.0020244978,0.00007130565],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000010536785,0.0000075236294,0.000409595,0.080452316,0.00017574067,0.000005993607,0.0059726704,3.6192016e-8,3.281751e-10,0.007407482,0.029903272,0.8756643],"study_design_scores_gemma":[0.00008358735,0.000009628737,0.000058411515,0.48754576,0.0024755003,0.0000030225565,0.00042401472,0.0000011880313,2.2673768e-10,0.0026388224,0.50653625,0.0002237902],"about_ca_topic_score_codex":0.0041133408,"about_ca_topic_score_gemma":0.0044071404,"teacher_disagreement_score":0.87544054,"about_ca_system_score_codex":0.00062489236,"about_ca_system_score_gemma":0.011087743,"threshold_uncertainty_score":0.99990004},"labels":[],"label_agreement":null},{"id":"W4390580832","doi":"10.1177/12034754231223148","title":"Montreal Derm FilEZ: Validation of an Online Dermatology Educational Platform for Medical Dermatology Residents, a Randomized Control Trial","year":2024,"lang":"en","type":"letter","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval; Université de Sherbrooke; Université de Montréal; University of British Columbia; McGill University","funders":"","keywords":"Medicine; Dermatology; Randomized controlled trial; Family medicine; Surgery","score_opus":0.07580932218944854,"score_gpt":0.3891465316390145,"score_spread":0.313337209449566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390580832","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12716283,0.0048788115,0.00006405118,0.8448529,0.021072881,0.0017874549,0.000051978706,0.000018433218,0.000110619665],"genre_scores_gemma":[0.28761244,0.027582156,0.0008337309,0.44975203,0.22951375,0.0013507832,0.0025905056,0.00026371903,0.0005008886],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9931645,0.0015959279,0.0028338055,0.000284651,0.00161199,0.00050914224],"domain_scores_gemma":[0.9071556,0.089212574,0.0021512783,0.00015468078,0.0009354217,0.0003904464],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0037342242,0.00029157914,0.0026970017,0.0009410408,0.00021908026,0.00003312549,0.00031522568,0.0012095312,0.00043597497],"category_scores_gemma":[0.062448405,0.00022760712,0.00044845507,0.0002527624,0.0011645642,0.00019033728,0.000015055352,0.0013339663,0.0000019128818],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.056924377,0.0001853815,0.000223975,0.000847761,0.00043236828,0.001251668,0.007380272,5.866217e-7,0.0000011179795,0.0002543577,0.92652655,0.0059715817],"study_design_scores_gemma":[0.3295433,0.0008085149,0.00014753552,0.0039484613,0.0037765435,0.022108957,0.0041902256,0.00030919057,0.000020405685,0.035186235,0.5991883,0.0007723054],"about_ca_topic_score_codex":0.0032598265,"about_ca_topic_score_gemma":0.0009404853,"teacher_disagreement_score":0.39510092,"about_ca_system_score_codex":0.00019280176,"about_ca_system_score_gemma":0.0070370757,"threshold_uncertainty_score":0.9985921},"labels":[],"label_agreement":null},{"id":"W4390666842","doi":"10.1002/jpn3.12051","title":"Using social media for patient care, research, and professional development: A North American Society of Pediatric Gastroenterology, Hepatology, and Nutrition position paper","year":2024,"lang":"en","type":"review","venue":"Journal of Pediatric Gastroenterology and Nutrition","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Social media; Misinformation; Medicine; Dissemination; Public relations; Promotion (chess); Medical education; Position paper; Health care; Information Dissemination; Professional development; Political science; Pathology","score_opus":0.14885058771814688,"score_gpt":0.4397954735660311,"score_spread":0.29094488584788425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390666842","genre_codex":"empirical","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5219203,0.47383654,0.000026834587,0.0006593896,0.0019075897,0.0015184752,0.00011987937,0.000010353316,6.037562e-7],"genre_scores_gemma":[0.03046444,0.95902485,0.0032353236,0.00008137113,0.006446692,0.0005688201,0.00014253163,0.000035171284,7.743654e-7],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99563575,0.001367999,0.0013461822,0.00043426632,0.0005414144,0.0006743735],"domain_scores_gemma":[0.9956156,0.0014708795,0.0016395636,0.00007363519,0.0009201797,0.00028011642],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014746061,0.00032216005,0.001306009,0.00094846264,0.0008050506,0.00004494136,0.00016765391,0.0004927442,0.000003343082],"category_scores_gemma":[0.00036808162,0.00030047423,0.00026843965,0.00063036,0.00097546255,0.00027365354,0.00011708999,0.0010262342,4.5005288e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005407856,0.00501056,0.29299515,0.15467997,0.0011352504,0.00005570414,0.09879127,1.6483206e-7,0.000007298049,0.0002968765,0.03085549,0.41076443],"study_design_scores_gemma":[0.022642074,0.046398796,0.12786476,0.015068966,0.030125033,0.0020691243,0.0967342,0.00003397332,0.000004795627,0.0055284007,0.65081424,0.0027156414],"about_ca_topic_score_codex":0.00006385017,"about_ca_topic_score_gemma":0.00057166803,"teacher_disagreement_score":0.61995876,"about_ca_system_score_codex":0.0004931575,"about_ca_system_score_gemma":0.0009335393,"threshold_uncertainty_score":0.99994475},"labels":[],"label_agreement":null},{"id":"W4390674477","doi":"10.1371/journal.pdig.0000181","title":"Exploring the use of social media and online methods to engage persons with lived experience and healthcare professionals in creating research agendas: Lessons from a pediatric cancer research priority-setting partnership","year":2024,"lang":"en","type":"article","venue":"PLOS Digital Health","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; Hospital for Sick Children","funders":"Canadian Institutes of Health Research","keywords":"Social media; General partnership; Public relations; Health care; Alliance; Medical education; Psychology; Political science; Medicine","score_opus":0.8389349096735859,"score_gpt":0.6425599259514525,"score_spread":0.19637498372213336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390674477","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9281597,0.002636119,0.0000055364653,0.06672445,0.00036427632,0.0018909478,0.00014109934,0.00005020014,0.00002766069],"genre_scores_gemma":[0.9906735,0.0013602852,0.0043334626,0.00014342486,0.0013697201,0.0020461564,0.000015687345,0.000032409913,0.000025382531],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9913241,0.0052007935,0.00049531495,0.000587625,0.0013726684,0.0010194497],"domain_scores_gemma":[0.9590317,0.039778702,0.00011275175,0.00015740845,0.0004016863,0.0005177671],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.007916462,0.00013988414,0.00032958822,0.00045441173,0.0021561787,0.000371387,0.00021603372,0.00010101073,0.0000086180535],"category_scores_gemma":[0.020225793,0.000111271605,0.000023171657,0.002425709,0.0005980417,0.0008610964,0.00018854009,0.0014131705,0.000001115588],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004082605,0.000096975054,0.04052639,0.00051220425,0.0000065179784,0.0000031105665,0.8809775,3.2618766e-7,0.000009736242,0.00096114667,0.000082327286,0.07678292],"study_design_scores_gemma":[0.0001465447,0.00013941622,0.2205526,0.0015297226,0.0000070277856,3.9128815e-7,0.77486277,0.000093996794,0.000022988213,0.0004427764,0.0020419187,0.00015987566],"about_ca_topic_score_codex":0.040961914,"about_ca_topic_score_gemma":0.030591078,"teacher_disagreement_score":0.1800262,"about_ca_system_score_codex":0.0007636043,"about_ca_system_score_gemma":0.004715841,"threshold_uncertainty_score":0.9991429},"labels":[],"label_agreement":null},{"id":"W4390680512","doi":"10.5114/ada.2023.133607","title":"Allergy and immunology diffusion via social media: performance of video and audio contents on Instagram","year":2023,"lang":"en","type":"article","venue":"Advances in Dermatology and Allergology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social media; Allergy; Medicine; Immunology; Computer science; World Wide Web","score_opus":0.032093270563655,"score_gpt":0.33744595774527775,"score_spread":0.30535268718162273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390680512","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98886776,0.00319204,0.000004335556,0.005245281,0.0018843968,0.00027584162,0.000001910975,0.000042415057,0.00048602102],"genre_scores_gemma":[0.93969446,0.05977492,0.000040373736,0.00022489662,0.00010305091,0.0001364421,0.000008490616,0.000007705998,0.0000096736485],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998482,0.00039197723,0.00032781233,0.00028028866,0.00011156396,0.00040639838],"domain_scores_gemma":[0.99724346,0.0023955517,0.00016409479,0.00007586009,0.00005052926,0.00007049436],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025428244,0.00012221512,0.00037811746,0.0002301809,0.00039160994,0.000004498377,0.00011691188,0.00035291674,0.000014136276],"category_scores_gemma":[0.0009209409,0.00012492594,0.000015784493,0.0002786985,0.0017534201,0.00018683358,0.000092629016,0.00023319123,0.000005505409],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005230712,0.00015658919,0.60135216,0.00018573177,0.000065119726,0.000043234508,0.07769802,0.0000049358177,0.0004192368,0.055241503,0.00014869867,0.26416168],"study_design_scores_gemma":[0.0014008824,0.00016999035,0.95080614,0.00004891938,0.000007528001,0.0000388988,0.007048541,0.00012647822,0.00011231478,0.008065704,0.031973217,0.00020135676],"about_ca_topic_score_codex":0.000263952,"about_ca_topic_score_gemma":0.005425218,"teacher_disagreement_score":0.349454,"about_ca_system_score_codex":0.000030657797,"about_ca_system_score_gemma":0.00005925,"threshold_uncertainty_score":0.6460549},"labels":[],"label_agreement":null},{"id":"W4390794270","doi":"10.2196/45573","title":"Privacy Concerns About Sharing General and Specific Health Information on Twitter: Quantitative Study","year":2024,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Internet privacy; Information sharing; Affect (linguistics); Health information; Personally identifiable information; Information privacy; Social media; Data sharing; World Wide Web; Psychology; Business; Health care; Computer science; Medicine; Political science; Computer security","score_opus":0.39226509266041143,"score_gpt":0.5870224310990975,"score_spread":0.19475733843868603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390794270","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9794033,0.0005979664,0.0000779986,0.00822594,0.0020016213,0.0038779234,0.000015068166,0.00012262019,0.005677522],"genre_scores_gemma":[0.99665153,0.0008396292,0.00013127264,0.00014330988,0.00068339775,0.0014184845,0.000018846818,0.000012773639,0.00010075405],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9963834,0.000984309,0.0004313616,0.00024890885,0.0012782963,0.00067366695],"domain_scores_gemma":[0.99714386,0.0019481182,0.00009771196,0.00018204877,0.0003411461,0.00028711656],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005116422,0.000118363016,0.00019080978,0.00055281346,0.0013899959,0.00066263723,0.0002863915,0.00007671985,0.000096203],"category_scores_gemma":[0.00074688205,0.000109385495,0.00003126963,0.0011562238,0.00038878043,0.0017084485,0.00012288755,0.00070563867,0.00044494626],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030497637,0.000095784424,0.0046889284,0.00014716484,0.000014398656,0.0000011511465,0.85663354,0.0000013766495,0.0000020597506,0.078579135,0.0075934734,0.05221247],"study_design_scores_gemma":[0.0004984021,0.0017346937,0.29972905,0.0004090638,0.000002388569,6.878065e-7,0.380311,0.0007863103,0.000013917501,0.0038821825,0.3124062,0.00022609413],"about_ca_topic_score_codex":0.0047707255,"about_ca_topic_score_gemma":0.000333797,"teacher_disagreement_score":0.47632256,"about_ca_system_score_codex":0.0012324061,"about_ca_system_score_gemma":0.000858989,"threshold_uncertainty_score":0.99991006},"labels":[],"label_agreement":null},{"id":"W4390817402","doi":"10.1016/j.patter.2023.100914","title":"Shifting your research from X to Mastodon? Here’s what you need to know","year":2024,"lang":"en","type":"article","venue":"Patterns","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"Canada First Research Excellence Fund","keywords":"Key (lock); Need to know; Ecology; Sociology; Environmental ethics; Computer science; Biology; Computer security; Philosophy","score_opus":0.3034872115792602,"score_gpt":0.5174912553135008,"score_spread":0.21400404373424065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390817402","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8652577,0.0007221142,0.0001857785,0.11781255,0.013360062,0.001073196,0.000019772646,0.00016971587,0.0013991123],"genre_scores_gemma":[0.9898396,0.00020669709,0.000499007,0.0010903002,0.007088901,0.00051912497,0.000010921182,0.000035611596,0.00070982095],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972656,0.00051903835,0.00022619183,0.00042581925,0.0008527532,0.0007106497],"domain_scores_gemma":[0.9968692,0.0021651285,0.000022034812,0.00023657178,0.00016737405,0.0005396746],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0020995543,0.000098553806,0.00013686629,0.0002474079,0.0005084388,0.0007858943,0.00040779475,0.000121215,0.0009686641],"category_scores_gemma":[0.0029959104,0.00010751848,0.000042904077,0.001103801,0.000050439903,0.00038949007,0.00011666648,0.00036411532,0.0032825973],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009854447,0.00003679345,0.12308887,0.000054486085,0.000011854071,0.000011664874,0.58245564,0.0000033560564,0.00026765993,0.00078694674,0.011013274,0.2822596],"study_design_scores_gemma":[0.00007222856,0.000076499695,0.07354615,0.00096102007,0.000010092896,1.7992548e-7,0.31618214,0.000025917985,0.0002807963,0.001279433,0.6073111,0.00025438762],"about_ca_topic_score_codex":0.08334549,"about_ca_topic_score_gemma":0.021972401,"teacher_disagreement_score":0.59629786,"about_ca_system_score_codex":0.0006480427,"about_ca_system_score_gemma":0.00046212846,"threshold_uncertainty_score":0.99994457},"labels":[],"label_agreement":null},{"id":"W4390984933","doi":"10.1111/jan.16066","title":"‘There is no justice in nursing school’: A qualitative analysis of nursing students' experiences of discrimination shared on Reddit","year":2024,"lang":"en","type":"article","venue":"Journal of Advanced Nursing","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Camosun College; University of Victoria","funders":"","keywords":"Thematic analysis; Nursing; Practicum; Qualitative research; Nurse education; Stigma (botany); Reflexivity; Psychology; Medicine; Pedagogy; Sociology","score_opus":0.10067139066800175,"score_gpt":0.5610904394170005,"score_spread":0.4604190487489988,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390984933","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9846679,0.0023768563,0.0006330075,0.002717403,0.007170155,0.00037241267,0.000008001967,0.000013643488,0.0020406297],"genre_scores_gemma":[0.9948629,0.0002824901,0.0041412376,0.000027759725,0.00061553845,0.000021965428,0.000003048566,0.000015034926,0.000030040956],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99656457,0.00064712757,0.0009932317,0.00022291337,0.0012752344,0.0002969217],"domain_scores_gemma":[0.9959308,0.0022440609,0.0009050937,0.00012163318,0.0006383964,0.00015999858],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017386441,0.00013355713,0.0005124,0.001175268,0.00019874817,0.00007493701,0.00030614593,0.000110899055,0.000118099386],"category_scores_gemma":[0.0045401677,0.00013218528,0.00019060704,0.0029542183,0.00045938182,0.0009329758,0.0000046921036,0.00033506058,0.0000021173453],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019519638,0.00050230254,0.00030727213,0.0000779664,0.00007305059,0.000002757564,0.89898294,0.00036849378,0.0005827371,0.0011869685,0.00019860409,0.09752173],"study_design_scores_gemma":[0.00026529358,0.00031573526,0.013135701,0.013305085,0.000665303,8.9293303e-7,0.9673506,0.00032108658,0.0007066947,0.0037366857,0.00007432345,0.00012260005],"about_ca_topic_score_codex":0.00010274261,"about_ca_topic_score_gemma":0.000032030446,"teacher_disagreement_score":0.09739913,"about_ca_system_score_codex":0.0020561558,"about_ca_system_score_gemma":0.00053380383,"threshold_uncertainty_score":0.5435333},"labels":[],"label_agreement":null},{"id":"W4391184004","doi":"10.2196/53559","title":"The Temperature Feature of ChatGPT: Modifying Creativity for Clinical Research","year":2024,"lang":"en","type":"article","venue":"JMIR Human Factors","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":95,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Aging; National Institutes of Health; Vlaamse regering; Fonds Wetenschappelijk Onderzoek","keywords":"Computer science; Creativity; Feature (linguistics); Consistency (knowledge bases); Preprint; Variable (mathematics); Variety (cybernetics); Data science; Randomness; Interface (matter); Human–computer interaction; Artificial intelligence; Psychology; World Wide Web; Social psychology","score_opus":0.5350060726704904,"score_gpt":0.6339170265971087,"score_spread":0.0989109539266183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391184004","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98386055,0.0010706583,0.0000014220594,0.006799754,0.004494201,0.002203513,0.000018496807,0.00008139563,0.0014700232],"genre_scores_gemma":[0.9947156,0.00025960183,0.000030159392,0.000018734418,0.0026502626,0.0008038521,0.000011691589,0.000017542443,0.0014925752],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975353,0.0008311807,0.00026426747,0.00026659656,0.0006681566,0.0004345302],"domain_scores_gemma":[0.9853111,0.013907482,0.00006923372,0.00022023662,0.0003432289,0.00014874632],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005350968,0.00008538712,0.00017080654,0.00010465879,0.0020789895,0.00022391097,0.00035160675,0.00033187206,0.000035033794],"category_scores_gemma":[0.0063258405,0.000059085312,0.0001383787,0.0005972255,0.0007698563,0.00015078683,0.000034961235,0.00076397863,0.000007375797],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060595587,0.0002711423,0.19696032,0.0006240405,0.000094952935,0.0000020749658,0.37970737,4.3981012e-7,0.0007385605,0.22193463,0.15779163,0.041814256],"study_design_scores_gemma":[0.00012264095,0.00015586443,0.2453502,0.00016300402,0.000011457912,7.73012e-8,0.024430104,0.0000075027256,0.00018754866,0.007816639,0.7216285,0.00012650585],"about_ca_topic_score_codex":0.000882181,"about_ca_topic_score_gemma":0.0017430083,"teacher_disagreement_score":0.5638368,"about_ca_system_score_codex":0.00022688009,"about_ca_system_score_gemma":0.00068627886,"threshold_uncertainty_score":0.9992202},"labels":[],"label_agreement":null},{"id":"W4391224118","doi":"10.3233/shti231150","title":"Teledermatology: Simulating Hybrid Workflows for Telemedicine Education","year":2024,"lang":"en","type":"article","venue":"Studies in health technology and informatics","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Telemedicine; Teledermatology; Debriefing; Workflow; Videoconferencing; Medical education; Session (web analytics); Store and forward; Multimedia; Computer science; Health care; Medicine; World Wide Web","score_opus":0.11201782950686356,"score_gpt":0.4903099014674081,"score_spread":0.37829207196054454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391224118","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.65515476,0.10313217,0.0015223885,0.202402,0.026589569,0.0072396765,0.000010950172,0.0009802781,0.0029682051],"genre_scores_gemma":[0.9688561,0.014970612,0.011800161,0.0018666721,0.00055903377,0.0018748266,0.000009409951,0.000012310222,0.000050850336],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984935,0.000063510844,0.0007606112,0.00011582648,0.00012043847,0.0004461213],"domain_scores_gemma":[0.9972237,0.002295382,0.00016502822,0.00010689546,0.00013904522,0.000070001835],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016285074,0.00010081486,0.00029302406,0.0006466159,0.00073651806,0.000017925888,0.00011152626,0.00015763618,0.000004109716],"category_scores_gemma":[0.006898187,0.000096843,0.000017895669,0.000927995,0.0007175909,0.00021766151,0.000043639062,0.00030413512,0.0000053799645],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000051832803,0.0000251139,0.015868006,0.0030505897,0.000019929534,5.1781177e-7,0.10443494,0.000005276566,1.0287258e-7,0.16228181,0.0052642794,0.7090443],"study_design_scores_gemma":[0.0002443224,0.00014282667,0.0005863384,0.001345062,0.000011340465,0.0000105888585,0.2422257,0.0021885755,0.000005286568,0.068769425,0.6843155,0.00015504914],"about_ca_topic_score_codex":0.00016056221,"about_ca_topic_score_gemma":0.00031355926,"teacher_disagreement_score":0.7088892,"about_ca_system_score_codex":0.00038297917,"about_ca_system_score_gemma":0.0012066056,"threshold_uncertainty_score":0.82582724},"labels":[],"label_agreement":null},{"id":"W4391294610","doi":"10.2196/51267","title":"Social Media Use in Dermatology in Turkey: Challenges and Tips for Patient Health","year":2024,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Pfizer","keywords":"Social media; Dermatology; Medicine; Family medicine; Computer science; World Wide Web","score_opus":0.1811550447357,"score_gpt":0.4402146294434469,"score_spread":0.2590595847077469,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391294610","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8403383,0.012700176,0.0000071078857,0.1412336,0.003368881,0.00197317,0.000010048004,0.00010383482,0.00026488307],"genre_scores_gemma":[0.9935102,0.0030368266,0.00019961689,0.000595255,0.00030764786,0.0023106397,0.000017113452,0.000019579937,0.000003158713],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976375,0.00076254056,0.00046194743,0.0003406786,0.00015615545,0.00064118754],"domain_scores_gemma":[0.99467933,0.004965141,0.000090241345,0.00008006058,0.00004514793,0.00014006678],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037146185,0.00012326369,0.00038985632,0.0003699007,0.00019188052,0.000034403514,0.00010998833,0.00036229996,0.000010207274],"category_scores_gemma":[0.0013210813,0.00013709912,0.000035454494,0.00031032081,0.00031068176,0.00022025035,0.00003288765,0.00027258377,0.000013005664],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035182642,0.000097068456,0.014178709,0.0006044725,0.000008433944,0.00006558193,0.6742836,3.62925e-7,0.0000016538144,0.18511784,0.0064687943,0.11913825],"study_design_scores_gemma":[0.0012509052,0.00008453194,0.14330208,0.00028017568,0.000010620941,0.00020256829,0.065589584,0.0004102004,0.00001915435,0.035987575,0.7523523,0.00051029463],"about_ca_topic_score_codex":0.0021921215,"about_ca_topic_score_gemma":0.045978528,"teacher_disagreement_score":0.7458835,"about_ca_system_score_codex":0.00040086426,"about_ca_system_score_gemma":0.00091883796,"threshold_uncertainty_score":0.9714299},"labels":[],"label_agreement":null},{"id":"W4391351713","doi":"10.5489/cuaj.8704","title":"Patient information vs. The Algorithm","year":2024,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Computer science; Algorithm","score_opus":0.025008848716384112,"score_gpt":0.2950711999708061,"score_spread":0.270062351254422,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391351713","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09087639,0.0012878205,0.0007357535,0.8416215,0.039862335,0.0013165821,0.000060498976,0.00021573645,0.024023386],"genre_scores_gemma":[0.9819352,0.0003914379,0.00033746578,0.012639759,0.0043836166,0.00014508281,0.000015940119,0.000007907438,0.00014355795],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980441,0.0005241791,0.00030022726,0.00007909659,0.0005694353,0.00048297405],"domain_scores_gemma":[0.99761033,0.0013698933,0.00014802298,0.000055244993,0.00029807875,0.00051840633],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002170088,0.00006851492,0.00008430009,0.00014791115,0.0014403652,0.0006688713,0.0001731604,0.00022127408,0.00073678244],"category_scores_gemma":[0.0059458422,0.000049953425,0.00007280146,0.0005103229,0.00006823175,0.0005577445,0.000007527013,0.0006169021,0.0004739913],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002678334,0.000008785219,0.025146903,0.0000032740986,0.000030141091,0.0000076068304,0.039174765,0.000013400687,2.2627486e-7,0.014521071,0.12010131,0.80098987],"study_design_scores_gemma":[0.000035037687,0.000036093057,0.049834717,0.0000060917737,0.000010217685,0.000005710996,0.0020623584,0.00019049118,3.619433e-7,0.0036896123,0.944069,0.000060287388],"about_ca_topic_score_codex":0.021998981,"about_ca_topic_score_gemma":0.0055580707,"teacher_disagreement_score":0.89105886,"about_ca_system_score_codex":0.0029773084,"about_ca_system_score_gemma":0.0024297144,"threshold_uncertainty_score":0.99985963},"labels":[],"label_agreement":null},{"id":"W4391430642","doi":"10.1016/j.jpedsurg.2024.01.031","title":"A Social Media Blueprint – Understanding What Makes the Optimal Social Media Account for Paediatric Surgical Families","year":2024,"lang":"en","type":"article","venue":"Journal of Pediatric Surgery","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"London Health Sciences Centre; Western University","funders":"Lawson Health Research Institute","keywords":"Blueprint; Medicine; Social media; World Wide Web","score_opus":0.20744793501325742,"score_gpt":0.39204500388692937,"score_spread":0.18459706887367194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391430642","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8589136,0.022040403,0.000354668,0.034216058,0.08332561,0.0007992781,0.00002942077,0.0001402106,0.00018077983],"genre_scores_gemma":[0.8217221,0.021732477,0.00012742182,0.00007578738,0.1561491,0.00013147986,0.0000078641115,0.000046939826,0.000006862739],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9951035,0.00076231646,0.0012283905,0.00030380514,0.0017471646,0.0008548514],"domain_scores_gemma":[0.9101731,0.088177286,0.0007633513,0.00010280633,0.00049242977,0.00029098714],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.00935498,0.00026196567,0.0006491494,0.0008655973,0.0015012725,0.0008380448,0.00047101773,0.0004139059,0.00013935701],"category_scores_gemma":[0.014369039,0.00020517835,0.0008484673,0.0020041342,0.00044380128,0.0011807078,0.000059228685,0.00075635605,0.000020054062],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041481812,0.0002953827,0.016976066,0.0005253327,0.0002796252,0.00022092064,0.5426998,0.000021633916,0.0000037037166,0.032220367,0.24481279,0.16152954],"study_design_scores_gemma":[0.0012671386,0.000081897924,0.019613216,0.0001748119,0.0015932523,0.000053493168,0.6726111,0.00009220328,0.000011385373,0.02870705,0.2745914,0.0012030546],"about_ca_topic_score_codex":0.00006962602,"about_ca_topic_score_gemma":0.00022845928,"teacher_disagreement_score":0.16032648,"about_ca_system_score_codex":0.0013929192,"about_ca_system_score_gemma":0.0040537426,"threshold_uncertainty_score":0.99979866},"labels":[],"label_agreement":null},{"id":"W4391561550","doi":"10.2196/51511","title":"Inequities in Technology Access and Digital Health Literacy Among Patients With Dermatologic Conditions: Cross-Sectional Analysis of the National Health Interview Survey","year":2024,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Cross-sectional study; Preprint; Health literacy; Literacy; Environmental health; Medicine; Health technology; Family medicine; Gerontology; Psychology; Political science; Health care; Pedagogy; Computer science; World Wide Web","score_opus":0.102383770340103,"score_gpt":0.4798659717567023,"score_spread":0.37748220141659933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391561550","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98585886,0.0008667254,0.00003507568,0.011115068,0.0007241793,0.0010170467,0.0002236129,0.00006127142,0.0000981519],"genre_scores_gemma":[0.998311,0.000128109,0.000018115,0.0007268033,0.000027839269,0.00056475477,0.00020731981,0.0000080001755,0.000008068207],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99741274,0.0009392202,0.0006616879,0.0002845,0.00036125584,0.0003406216],"domain_scores_gemma":[0.9974419,0.0016535517,0.0003452565,0.0001062317,0.00036935013,0.00008372589],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008512079,0.00011171383,0.00041149,0.0009220579,0.00036358257,0.0002004027,0.00029966867,0.0001659264,0.000041606774],"category_scores_gemma":[0.00096992054,0.000088184956,0.000052828105,0.0033058997,0.0011572879,0.0006871385,0.0000995576,0.00026051194,0.0000024303095],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004528781,0.00006415618,0.9890102,0.00018803992,0.000064768894,6.2067477e-7,0.004793936,0.00000793796,1.35806095e-8,0.004126719,0.00022694659,0.0015121123],"study_design_scores_gemma":[0.00015168914,0.00002272718,0.9962219,0.00010371873,0.000006060853,0.000005751631,0.0003080904,0.00010900371,4.3282876e-7,0.0020735536,0.0009259474,0.00007113056],"about_ca_topic_score_codex":0.002697402,"about_ca_topic_score_gemma":0.016201215,"teacher_disagreement_score":0.013503813,"about_ca_system_score_codex":0.00046049888,"about_ca_system_score_gemma":0.0016678394,"threshold_uncertainty_score":0.90406585},"labels":[],"label_agreement":null},{"id":"W4391584763","doi":"10.2196/53373","title":"The New Media Landscape and Its Effects on Skin Cancer Diagnostics, Prognostics, and Prevention: Scoping Review","year":2024,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Cancer Institute","keywords":"Scopus; Cochrane Library; Medicine; Skin cancer; Social media; MEDLINE; Cancer; Misinformation; Family medicine; Alternative medicine; Pathology; Internal medicine; World Wide Web; Political science; Computer science","score_opus":0.05835708187650721,"score_gpt":0.4412865242018698,"score_spread":0.3829294423253626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391584763","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.065165766,0.808551,0.0000064644296,0.11323039,0.007874978,0.0047034035,0.000002355494,0.000109442866,0.00035617454],"genre_scores_gemma":[0.20436361,0.78747106,0.00006113696,0.0016381112,0.0025866253,0.0037466546,0.00000721595,0.000022254791,0.00010334339],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99875486,0.00037219154,0.00020496354,0.00020750266,0.00018657559,0.0002739367],"domain_scores_gemma":[0.98838896,0.011250825,0.00006401832,0.00007727283,0.000054022108,0.00016487908],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033291982,0.000090879614,0.00019011598,0.000040362716,0.00038329352,0.00007592611,0.000092906856,0.00011668408,0.000035366706],"category_scores_gemma":[0.00645479,0.00007087762,0.000021713993,0.00021017027,0.0001315409,0.00008042899,0.000029065737,0.00016656466,0.000031586227],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016278613,0.00003641866,0.03452654,0.026508255,0.00006417728,0.0000646775,0.035930205,1.7095118e-7,0.000001954813,0.07428503,0.15548113,0.67308515],"study_design_scores_gemma":[0.00091367244,0.00020952543,0.07195765,0.16904381,0.00035379844,0.00009443636,0.0016116815,0.00010205183,0.00030492432,0.015896974,0.7387259,0.00078560534],"about_ca_topic_score_codex":0.00012207002,"about_ca_topic_score_gemma":0.0021035217,"teacher_disagreement_score":0.67229956,"about_ca_system_score_codex":0.00005024164,"about_ca_system_score_gemma":0.00085949426,"threshold_uncertainty_score":0.77274525},"labels":[],"label_agreement":null},{"id":"W4391685618","doi":"10.1016/j.jpag.2024.01.166","title":"Pediatric and Adolescent Gynecology WebEd: A Brief Report of an Underutilized Online Learning Module","year":2024,"lang":"en","type":"article","venue":"Journal of Pediatric and Adolescent Gynecology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; Queen's University","funders":"","keywords":"Subspecialty; Medical education; Curriculum; Obstetrics and gynaecology; Variety (cybernetics); Graduate medical education; Medicine; Test (biology); Resource (disambiguation); Family medicine; Psychology; Computer science; Pedagogy; Accreditation","score_opus":0.050199292936251166,"score_gpt":0.3703982873059109,"score_spread":0.3201989943696597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391685618","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9769096,0.011253336,0.00013339327,0.0040855384,0.006917697,0.00053066586,0.000005959505,0.00004574733,0.00011808305],"genre_scores_gemma":[0.95424664,0.03769126,0.00073793373,0.00025472802,0.006918736,0.000012375119,0.000007282785,0.00002756745,0.0001034738],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965899,0.00083914923,0.0011815672,0.00037454284,0.0004762082,0.0005386162],"domain_scores_gemma":[0.9949513,0.0030183094,0.0009789596,0.0001331977,0.00040502043,0.0005131817],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024160657,0.0002043918,0.000622412,0.0005944258,0.0003261067,0.000059553484,0.00021256445,0.0004060438,0.00011687694],"category_scores_gemma":[0.008172077,0.0001971415,0.0001236619,0.0006944397,0.00030007196,0.00038790097,0.00007614125,0.00093826803,0.0000032462951],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013258184,0.0013462503,0.9217788,0.0011637842,0.00006374503,0.00056163874,0.0068079666,0.000042064534,0.00004669212,0.0009025676,0.005274808,0.061879102],"study_design_scores_gemma":[0.0014131241,0.0010351076,0.9438473,0.00007024135,0.00061222765,0.00029713102,0.0053950204,0.00028668874,0.0000063489065,0.0011116418,0.045609284,0.00031588462],"about_ca_topic_score_codex":0.0001420272,"about_ca_topic_score_gemma":0.00028409882,"teacher_disagreement_score":0.061563216,"about_ca_system_score_codex":0.00030393925,"about_ca_system_score_gemma":0.0019172594,"threshold_uncertainty_score":0.978333},"labels":[],"label_agreement":null},{"id":"W4391762088","doi":"10.1017/amj.2023.25","title":"ALGORITHMS, ADDICTION, AND ADOLESCENT MENTAL HEALTH: An Interdisciplinary Study to Inform State-level Policy Action to Protect Youth from the Dangers of Social Media","year":2023,"lang":"en","type":"article","venue":"American Journal of Law & Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Institute of Population and Public Health; Maternal and Child Health Bureau; Canadian Institutes of Health Research","keywords":"Social media; Mental health; Eating disorders; Public health; Incentive; Mass media; Addiction; Psychology; Public relations; Medicine; Psychiatry; Political science; Law; Economics; Nursing","score_opus":0.17931835292718085,"score_gpt":0.4849614381943233,"score_spread":0.30564308526714246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391762088","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8712207,0.00004559416,0.000044978828,0.12506293,0.0021955883,0.0012723422,0.00007919777,0.000023688606,0.000054960994],"genre_scores_gemma":[0.9937749,0.00008728666,0.00017277621,0.001805741,0.004071071,0.000048037367,0.000019592708,0.000015415671,0.000005203893],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99728805,0.00056896074,0.0006815565,0.00015380168,0.0009867753,0.0003208345],"domain_scores_gemma":[0.9977123,0.0006278052,0.0007163346,0.000113850656,0.0002860139,0.00054369675],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023251905,0.00011989273,0.0004278292,0.00024522876,0.0008727274,0.00001833569,0.0002707445,0.000025857018,0.000019963],"category_scores_gemma":[0.001261403,0.00008755297,0.000036408383,0.0014732225,0.00067978876,0.00019430646,0.00007129734,0.00028396802,0.0000032172882],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015441592,0.00009629076,0.0018384599,0.0000039509673,0.000028057948,6.911914e-7,0.69477844,0.0000014398108,0.000019957397,0.00003639745,0.0019675822,0.30107433],"study_design_scores_gemma":[0.00042886098,0.002301922,0.24507175,0.00015404317,0.000026471494,0.0000010902808,0.74699086,0.0000024272501,0.00000853579,0.00007680656,0.004869285,0.00006796895],"about_ca_topic_score_codex":0.04089626,"about_ca_topic_score_gemma":0.01599123,"teacher_disagreement_score":0.30100635,"about_ca_system_score_codex":0.0005992281,"about_ca_system_score_gemma":0.00075724284,"threshold_uncertainty_score":0.9654905},"labels":[],"label_agreement":null},{"id":"W4391773633","doi":"10.1016/j.sleep.2023.11.712","title":"Sleep medicine tweet-by-tweet, an electronic platform for collaborative medical education","year":2024,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health; Western University; University of Toronto; McMaster University; Markham Stouffville Hospital","funders":"","keywords":"Sleep (system call); Sleep medicine; Medicine; Medical education; Computer science; Psychiatry; Sleep disorder; Insomnia","score_opus":0.048066587455576085,"score_gpt":0.4258699227159341,"score_spread":0.37780333526035803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391773633","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12086948,0.06545502,0.0047431183,0.6895061,0.075267084,0.010456774,0.00005767825,0.0012465335,0.0323982],"genre_scores_gemma":[0.95282274,0.0040996238,0.000287853,0.0060504195,0.031219477,0.0036728631,0.00081675616,0.000099967474,0.0009303032],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99559397,0.0003186326,0.00074731477,0.0006459935,0.001701616,0.0009924668],"domain_scores_gemma":[0.99446434,0.003314753,0.00019614295,0.00032175146,0.00064474443,0.001058284],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003539804,0.00029153295,0.0005217944,0.0003494389,0.0007214428,0.000044441298,0.0005370165,0.000435574,0.0025987958],"category_scores_gemma":[0.0141635705,0.00024289507,0.000056786965,0.0018553865,0.0011800567,0.0005329605,0.00002337097,0.00057365873,0.000060278227],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008485889,0.00024247826,0.00062551216,0.00023340514,0.00009486804,0.0000029868431,0.10448795,5.8193075e-7,0.000114396695,0.17284851,0.22399952,0.49726492],"study_design_scores_gemma":[0.0010115281,0.0012104271,0.00061451044,0.0005488886,0.00018578899,0.0000044797666,0.044020653,0.0005429532,0.000043731503,0.020694444,0.9308136,0.00030896234],"about_ca_topic_score_codex":0.005972582,"about_ca_topic_score_gemma":0.006734826,"teacher_disagreement_score":0.8319532,"about_ca_system_score_codex":0.0013861948,"about_ca_system_score_gemma":0.0055647762,"threshold_uncertainty_score":0.99831295},"labels":[],"label_agreement":null},{"id":"W4391824756","doi":"10.1136/bmjopen-2023-078193","title":"Social media and postsecondary student adoption of mental health labels: protocol for a scoping review","year":2024,"lang":"en","type":"review","venue":"BMJ Open","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"PsycINFO; Mental health; Social media; Medicine; MEDLINE; Medical education; Systematic review; Psychology; Applied psychology; Psychiatry; World Wide Web; Computer science","score_opus":0.5923183097433494,"score_gpt":0.6890835037056617,"score_spread":0.09676519396231231,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391824756","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[7.764619e-8,0.51187027,2.796301e-7,0.0027013586,0.0008293511,0.48424736,0.000060633974,0.000014463475,0.00027621782],"genre_scores_gemma":[1.0250842e-8,0.50353914,0.00023325515,0.00015392069,0.00076288654,0.4951873,0.0000801707,0.000021284586,0.000022003349],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962436,0.0011393708,0.0012982221,0.0004077836,0.0005516204,0.00035938327],"domain_scores_gemma":[0.9970543,0.001183553,0.0012759914,0.00016955951,0.00013832912,0.00017826205],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006914839,0.00023074061,0.001774859,0.000101396974,0.0005336446,0.00014831709,0.0005725323,0.0002215498,0.00008751894],"category_scores_gemma":[0.0019044583,0.00020383038,0.00019541394,0.00044086657,0.00016331552,0.00019776888,0.00030003308,0.00023032584,0.000020851108],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005655117,0.000034994493,0.0000017036778,0.39815378,0.000023338323,1.5238584e-7,0.0125645045,1.4911092e-10,1.2885283e-9,0.0017331667,0.008650477,0.5788322],"study_design_scores_gemma":[0.000160373,0.000051770847,0.0000048051825,0.42062548,0.00010658714,8.017212e-7,0.0008035326,2.344965e-8,7.1684454e-9,0.00010433991,0.5780207,0.00012158185],"about_ca_topic_score_codex":0.00050237356,"about_ca_topic_score_gemma":0.0019540861,"teacher_disagreement_score":0.5787107,"about_ca_system_score_codex":0.00070964947,"about_ca_system_score_gemma":0.011552813,"threshold_uncertainty_score":0.99405074},"labels":[],"label_agreement":null},{"id":"W4391952918","doi":"10.15353/cjo.v86i1.5598","title":"Creating a Social Media Strategy for Your Eye Care Practice","year":2024,"lang":"en","type":"article","venue":"Canadian journal of optometry/CJO. Canadian journal of optometry","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Social media; Social care; Optometry; Sociology; Computer science; Nursing; Medicine; World Wide Web","score_opus":0.0992059901837985,"score_gpt":0.47717410785622416,"score_spread":0.37796811767242566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391952918","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91384983,0.028846111,0.00054840994,0.018339856,0.029421177,0.00096466654,0.00041647608,0.000026920929,0.007586522],"genre_scores_gemma":[0.9807787,0.000342964,0.0041093123,0.0004136278,0.014078531,0.000027234464,0.000016088565,0.00012051425,0.00011301886],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9936238,0.0007260647,0.001935833,0.0003757149,0.0014551665,0.0018834531],"domain_scores_gemma":[0.9809364,0.005554429,0.0017025913,0.00021851224,0.005196239,0.006391811],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0058483994,0.00045176316,0.0009988002,0.0067579094,0.0021656505,0.0014698068,0.0013734833,0.0007012688,0.0008007334],"category_scores_gemma":[0.026009003,0.00048662123,0.0007055778,0.0052336664,0.0007212223,0.0021973015,0.000013697401,0.0019032663,0.000029568973],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00013584213,0.00006368259,0.55984914,0.0008229952,0.0009741053,0.002065654,0.3486366,0.00016614242,0.000033729317,0.0009316942,0.029400354,0.056920085],"study_design_scores_gemma":[0.0014012244,0.00048035424,0.31706595,0.001391132,0.0008235464,0.0006771701,0.38044953,0.000033473796,0.00006441084,0.000079308906,0.29657218,0.0009617149],"about_ca_topic_score_codex":0.030201042,"about_ca_topic_score_gemma":0.032805894,"teacher_disagreement_score":0.26717183,"about_ca_system_score_codex":0.006660901,"about_ca_system_score_gemma":0.063601635,"threshold_uncertainty_score":0.99975854},"labels":[],"label_agreement":null},{"id":"W4392358535","doi":"10.3899/jrheum.2024-0039","title":"Quality and Characteristics of Pediatric Rheumatology Content on Social Media: Toward a New Era of Education for Patients and Caregivers?","year":2024,"lang":"en","type":"letter","venue":"The Journal of Rheumatology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Social media; Quality (philosophy); Medical education; Psychology; Public relations; Business; Marketing; Medicine; Political science; Computer science; World Wide Web; Physics","score_opus":0.14326209299694131,"score_gpt":0.3884523744412028,"score_spread":0.24519028144426147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392358535","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7124191,0.0013272892,0.000010453889,0.27507785,0.010542944,0.0005507221,0.00005268583,0.0000049282653,0.000014061013],"genre_scores_gemma":[0.97111994,0.019736674,0.00018900266,0.0070931,0.0017068641,0.00004891406,0.00004727267,0.0000391367,0.00001911384],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9969549,0.00092272094,0.0012406923,0.000156783,0.00044665267,0.00027820942],"domain_scores_gemma":[0.98637325,0.009731053,0.0028212531,0.0001004239,0.00087132916,0.00010268867],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013783809,0.0001763496,0.0010482313,0.0002436923,0.00016771253,0.0000147988285,0.00029152102,0.00068520027,0.000014203587],"category_scores_gemma":[0.008308079,0.00014074896,0.000119981596,0.00017071507,0.00058138027,0.000068039546,0.000041554413,0.0009924693,0.0000012247373],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004239278,0.0001684664,0.20827176,0.0032602632,0.00021210097,9.456185e-7,0.24956168,2.3976225e-8,0.0000010522803,0.0052257385,0.49298736,0.039886676],"study_design_scores_gemma":[0.00622795,0.0025687874,0.650062,0.0025026745,0.0031243558,0.0002828974,0.09690751,0.0000028829925,0.000011826668,0.045979902,0.19097175,0.0013574415],"about_ca_topic_score_codex":0.004674527,"about_ca_topic_score_gemma":0.0002466551,"teacher_disagreement_score":0.44179025,"about_ca_system_score_codex":0.0001811887,"about_ca_system_score_gemma":0.002943994,"threshold_uncertainty_score":0.9946147},"labels":[],"label_agreement":null},{"id":"W4392364150","doi":"10.1097/dss.0000000000004147","title":"Analysis of the Commitment to Diversity in Dermatology: Reviewing Content on Societies' Websites and Instagram Posts","year":2024,"lang":"en","type":"article","venue":"Dermatologic Surgery","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Diversity (politics); Content (measure theory); Psychology; Dermatology; Medicine; Sociology; Mathematics","score_opus":0.2820693306812565,"score_gpt":0.3908022854599506,"score_spread":0.1087329547786941,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392364150","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96210444,0.0025202637,0.0000040527675,0.032148093,0.0021839438,0.00055703026,0.000006820071,0.000042329997,0.0004330539],"genre_scores_gemma":[0.9963974,0.0010484952,0.000023373988,0.0023886522,0.000028105973,0.000096620766,0.0000040706345,0.0000033870035,0.000009931859],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982267,0.00070513395,0.00032875303,0.00019904033,0.00028530287,0.00025504033],"domain_scores_gemma":[0.9921634,0.0074496716,0.000096333424,0.0001458314,0.00006023117,0.00008452473],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010266596,0.00008817896,0.000414348,0.00031508962,0.00038538477,0.000022868096,0.00015210613,0.00011072297,0.000031374584],"category_scores_gemma":[0.003262841,0.000066781446,0.0001661006,0.0018021098,0.00023040432,0.00007457463,0.0001398818,0.00014321133,0.000011108826],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000037413404,0.00003385157,0.9744142,0.00008881231,0.00007004382,0.000009143253,0.016983395,0.0000034249774,0.000002041437,0.0015765801,0.003337232,0.0034774998],"study_design_scores_gemma":[0.00003247035,0.000004758888,0.9750363,0.00022313597,0.00013433912,0.000002008905,0.007523508,0.000056502107,0.000045592387,0.00022549658,0.016617948,0.000097898715],"about_ca_topic_score_codex":0.0017838392,"about_ca_topic_score_gemma":0.0010445478,"teacher_disagreement_score":0.03429295,"about_ca_system_score_codex":0.00020439879,"about_ca_system_score_gemma":0.00018656738,"threshold_uncertainty_score":0.3906161},"labels":[],"label_agreement":null},{"id":"W4392400684","doi":"10.2139/ssrn.4734826","title":"The Illusion of Trust and the Paradox of Disclosure: How Fake Online Reviews of Physicians Manipulate Patient Choices and Exploit Privacy Boundaries","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Exploit; Internet privacy; Illusion; Psychology; Social psychology; Business; Computer science; Computer security; Cognitive psychology","score_opus":0.038062011588866365,"score_gpt":0.33645119738752743,"score_spread":0.2983891857986611,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392400684","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8875074,0.09289413,0.000042003736,0.018058065,0.00081362197,0.00062401505,0.000004188697,0.0000056736676,0.000050899966],"genre_scores_gemma":[0.82709765,0.17247519,0.000026641188,0.000023096827,0.0002981615,0.000023529623,0.0000010393162,0.0000072299517,0.000047448946],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99810326,0.000490483,0.0004082807,0.00010797232,0.00035170178,0.00053832884],"domain_scores_gemma":[0.99834156,0.0009219735,0.00048942846,0.00011407647,0.00009889331,0.00003403864],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029068908,0.00008712327,0.0002687874,0.000039201794,0.000749035,0.00010781522,0.0001947984,0.00004690995,0.0000031297252],"category_scores_gemma":[0.0012672757,0.000047950187,0.00008102961,0.0002668404,0.0012795797,0.00018148102,0.00003743013,0.0005096622,1.9720535e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008336602,0.00006316213,0.0039095045,0.00017292812,0.00008680027,1.7247544e-7,0.10656628,7.85967e-7,0.000096642994,0.24971966,0.000052385796,0.6392483],"study_design_scores_gemma":[0.0010447218,0.0008539588,0.024752017,0.0011160003,0.00034056493,0.00001965949,0.16576913,0.00016415503,0.00016693109,0.36026496,0.44523403,0.00027388387],"about_ca_topic_score_codex":0.0011913003,"about_ca_topic_score_gemma":0.006201381,"teacher_disagreement_score":0.6389744,"about_ca_system_score_codex":0.00017107154,"about_ca_system_score_gemma":0.0014057686,"threshold_uncertainty_score":0.5761047},"labels":[],"label_agreement":null},{"id":"W4392436934","doi":"10.59350/bet6h-m0d60","title":"Reflections on Science 2.0 from a distance – Part I","year":2009,"lang":"en","type":"preprint","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science; Sociology; Political science","score_opus":0.31160082674539685,"score_gpt":0.5446419026047387,"score_spread":0.2330410758593418,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392436934","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08001299,0.00025296904,0.0008192944,0.040816605,0.05309215,0.0023572901,0.000040356634,0.00057029445,0.82203805],"genre_scores_gemma":[0.97487646,0.0010124994,0.0076652486,0.0025308542,0.011022242,0.0013647472,0.000038431233,0.00002125915,0.0014682625],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974384,0.00022584178,0.00026478022,0.00062693714,0.0009692992,0.00047477742],"domain_scores_gemma":[0.9977236,0.0010158446,0.00019184237,0.0004850742,0.0002644126,0.00031925258],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0012599479,0.000139521,0.00019154944,0.00015247863,0.0015260109,0.00023739041,0.0006895935,0.00027194765,0.00047810777],"category_scores_gemma":[0.0055036796,0.0001477224,0.00006102686,0.0007928803,0.00086489366,0.00013166547,0.00008510031,0.0005862824,0.0002004818],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026196061,0.0004223141,0.0028391038,0.000026287289,0.0000141801875,0.0000020851219,0.12188978,0.000058074842,0.00004084278,0.74871564,0.018840045,0.10712548],"study_design_scores_gemma":[0.00007672189,0.000044436936,0.029941665,0.0002601839,0.000019198316,4.1159108e-8,0.0057705496,0.00001669449,0.00010230629,0.20156981,0.7618123,0.00038607977],"about_ca_topic_score_codex":0.04007797,"about_ca_topic_score_gemma":0.023408124,"teacher_disagreement_score":0.8948635,"about_ca_system_score_codex":0.0015521346,"about_ca_system_score_gemma":0.0044076145,"threshold_uncertainty_score":0.99977386},"labels":[],"label_agreement":null},{"id":"W4392438546","doi":"10.59350/ckwq2-mj685","title":"Reflections on Science 2.0 from a distance – Part II","year":2009,"lang":"en","type":"preprint","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Key (lock); Media studies; Library science; Sociology; Political science; Computer science","score_opus":0.288024729155169,"score_gpt":0.5351018094915512,"score_spread":0.24707708033638215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392438546","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18299863,0.0002454732,0.0004156257,0.055438112,0.05133757,0.0023760817,0.00004251595,0.0005755742,0.70657045],"genre_scores_gemma":[0.9768699,0.0009175358,0.0065867407,0.0023281367,0.009681947,0.0012759434,0.00003711895,0.000019937184,0.002282788],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99731433,0.0002107088,0.00028785484,0.0006692442,0.0010092799,0.0005085825],"domain_scores_gemma":[0.9978591,0.00080907636,0.00020987014,0.0005091543,0.00027962826,0.00033317992],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0012995036,0.00015179702,0.00020771798,0.00015956355,0.002941983,0.00018778621,0.00073461886,0.0002923594,0.00052958634],"category_scores_gemma":[0.00534919,0.00016041995,0.000066311506,0.0008526803,0.00089593156,0.00014522944,0.00015161965,0.0006179933,0.00012485133],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024493456,0.00050051115,0.00164851,0.000021540816,0.000013485933,0.0000015486964,0.15903108,0.0000506325,0.00003726765,0.7381131,0.02100622,0.07955162],"study_design_scores_gemma":[0.00007685848,0.00006931447,0.018503066,0.00024241209,0.000018724855,4.2390685e-8,0.0049528363,0.000015411222,0.000101552505,0.17414641,0.80150723,0.00036612654],"about_ca_topic_score_codex":0.03972376,"about_ca_topic_score_gemma":0.024990527,"teacher_disagreement_score":0.7938712,"about_ca_system_score_codex":0.0015956083,"about_ca_system_score_gemma":0.0044926996,"threshold_uncertainty_score":0.99835604},"labels":[],"label_agreement":null},{"id":"W4392562606","doi":"10.32920/25360234","title":"Assessing the Impact of a Social Marketing Campaign on Program Outcomes for Users of an Internet-Based Testing Service for Sexually Transmitted and Blood-Borne Infections: Observational Study","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Community Based Research Centre; Toronto Metropolitan University; University of Toronto; Public Health Ontario; University of British Columbia; BC Centre for Disease Control; McGill University","funders":"Canadian Institutes of Health Research","keywords":"Observational study; The Internet; Social marketing; Service (business); Business; Marketing; Internet privacy; Medicine; Computer science; World Wide Web; Internal medicine","score_opus":0.31265121352540337,"score_gpt":0.5253596082685259,"score_spread":0.21270839474312253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392562606","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98338026,0.00001913636,0.00020581626,0.0028760554,0.0010136073,0.012166806,0.00007392873,0.00016040362,0.000103970626],"genre_scores_gemma":[0.9803669,6.5891703e-7,0.0120299,0.000107905274,0.0005101416,0.0068613337,0.00007154788,0.000041048876,0.0000105754525],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971052,0.0009005994,0.00075525686,0.0004471131,0.00046093503,0.00033090208],"domain_scores_gemma":[0.97772807,0.020220501,0.00065837393,0.0001672487,0.0011379553,0.000087859655],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.005632402,0.00024996762,0.00048811923,0.00017924275,0.00052567484,0.0002874382,0.00029536668,0.00027265397,0.000012547391],"category_scores_gemma":[0.010834087,0.00019275433,0.00019055838,0.00064170803,0.0001729027,0.00014608889,0.00006232426,0.00039034386,1.08407164e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001736829,0.0034631663,0.7984128,0.0034893602,0.0007065656,2.5362695e-7,0.12873831,0.0005129483,0.00004271043,0.00069182157,0.00006654289,0.06370187],"study_design_scores_gemma":[0.0007344863,0.00095268834,0.9447616,0.0003921465,0.00040781038,1.1333828e-7,0.039066322,0.0114724785,0.000015736343,0.0019569057,0.000022499484,0.00021723837],"about_ca_topic_score_codex":0.026741847,"about_ca_topic_score_gemma":0.0074607222,"teacher_disagreement_score":0.1463488,"about_ca_system_score_codex":0.00027179235,"about_ca_system_score_gemma":0.0032797852,"threshold_uncertainty_score":0.9974981},"labels":[],"label_agreement":null},{"id":"W4392563363","doi":"10.32920/25360234.v1","title":"Assessing the Impact of a Social Marketing Campaign on Program Outcomes for Users of an Internet-Based Testing Service for Sexually Transmitted and Blood-Borne Infections: Observational Study","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Community Based Research Centre; Toronto Metropolitan University; University of Toronto; Public Health Ontario; University of British Columbia; BC Centre for Disease Control; McGill University","funders":"Canadian Institutes of Health Research","keywords":"Observational study; The Internet; Social marketing; Service (business); Business; Marketing; Internet privacy; Medicine; Computer science; World Wide Web; Internal medicine","score_opus":0.31265121352540337,"score_gpt":0.5253596082685259,"score_spread":0.21270839474312253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392563363","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98338026,0.00001913636,0.00020581626,0.0028760554,0.0010136073,0.012166806,0.00007392873,0.00016040362,0.000103970626],"genre_scores_gemma":[0.9803669,6.5891703e-7,0.0120299,0.000107905274,0.0005101416,0.0068613337,0.00007154788,0.000041048876,0.0000105754525],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971052,0.0009005994,0.00075525686,0.0004471131,0.00046093503,0.00033090208],"domain_scores_gemma":[0.97772807,0.020220501,0.00065837393,0.0001672487,0.0011379553,0.000087859655],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.005632402,0.00024996762,0.00048811923,0.00017924275,0.00052567484,0.0002874382,0.00029536668,0.00027265397,0.000012547391],"category_scores_gemma":[0.010834087,0.00019275433,0.00019055838,0.00064170803,0.0001729027,0.00014608889,0.00006232426,0.00039034386,1.08407164e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001736829,0.0034631663,0.7984128,0.0034893602,0.0007065656,2.5362695e-7,0.12873831,0.0005129483,0.00004271043,0.00069182157,0.00006654289,0.06370187],"study_design_scores_gemma":[0.0007344863,0.00095268834,0.9447616,0.0003921465,0.00040781038,1.1333828e-7,0.039066322,0.0114724785,0.000015736343,0.0019569057,0.000022499484,0.00021723837],"about_ca_topic_score_codex":0.026741847,"about_ca_topic_score_gemma":0.0074607222,"teacher_disagreement_score":0.1463488,"about_ca_system_score_codex":0.00027179235,"about_ca_system_score_gemma":0.0032797852,"threshold_uncertainty_score":0.9974981},"labels":[],"label_agreement":null},{"id":"W4392813770","doi":"10.29011/2576-957x.100054","title":"Sex and Gender Differences in Health Information Needs for Arthritis Patients","year":2024,"lang":"en","type":"article","venue":"Chronic Pain & Management","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Dalhousie University; Western University","funders":"","keywords":"Arthritis; Medicine; Psychology; Internal medicine","score_opus":0.06281037333761737,"score_gpt":0.35493498665358963,"score_spread":0.2921246133159723,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392813770","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8425369,0.0293828,0.02191942,0.04341426,0.02038203,0.023807291,0.00005092036,0.0007206423,0.017785706],"genre_scores_gemma":[0.99307495,0.0043781223,0.00023509875,0.0005241502,0.000299,0.0013636405,0.000030684314,0.0000059571307,0.000088419845],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99883264,0.00023608323,0.00027382164,0.00010410669,0.00023003768,0.00032332217],"domain_scores_gemma":[0.99921256,0.00055138173,0.00005804594,0.000067585126,0.000023505667,0.00008693175],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023177743,0.00007039562,0.00011007214,0.00021957039,0.0002305034,0.00010981037,0.00008220718,0.000045937624,0.00003058885],"category_scores_gemma":[0.00030022283,0.00007484727,0.000019303336,0.00034533505,0.000067580135,0.00030744763,0.000023642386,0.00006580392,0.000011310238],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000015426755,0.00001915726,0.009563487,0.00100915,0.000008658603,1.18880706e-7,0.06439116,0.0000015377067,1.9223652e-8,0.03205101,0.0025307306,0.8904234],"study_design_scores_gemma":[0.0007611861,0.0001715667,0.19407432,0.0005440755,0.000008852425,4.8531426e-8,0.04059845,0.0017679225,4.866398e-7,0.016421309,0.74542683,0.00022495765],"about_ca_topic_score_codex":0.001109435,"about_ca_topic_score_gemma":0.00078812544,"teacher_disagreement_score":0.89019847,"about_ca_system_score_codex":0.0009702035,"about_ca_system_score_gemma":0.00028757929,"threshold_uncertainty_score":0.3052183},"labels":[],"label_agreement":null},{"id":"W4393026070","doi":"10.1371/journal.pone.0292201","title":"Controlled experiment finds no detectable citation bump from Twitter promotion","year":2024,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Citation; Altmetrics; Social media; Promotion (chess); Relevance (law); Web of science; Psychology; Library science; World Wide Web; Computer science; MEDLINE; Political science","score_opus":0.19949242347607116,"score_gpt":0.37625366972271723,"score_spread":0.17676124624664608,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393026070","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.980479,0.00074530765,0.000091079986,0.0077932626,0.0031354357,0.002016011,0.000004474672,0.00023211635,0.005503309],"genre_scores_gemma":[0.990464,0.000100243786,0.0022383402,0.000151318,0.0031773972,0.0028010863,0.000024843072,0.000018194587,0.0010246158],"study_design_codex":"qualitative","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99845123,0.0002503404,0.00023059384,0.00022882933,0.00058500434,0.00025400647],"domain_scores_gemma":[0.99845517,0.0010862622,0.00006241994,0.00010916393,0.00017520087,0.00011179157],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00054203393,0.00008167651,0.00019000657,0.00008399151,0.00025629142,0.00014182372,0.000095026204,0.000118837735,0.0012605177],"category_scores_gemma":[0.002171563,0.00008302037,0.000042752446,0.00028117365,0.000059528422,0.00022915787,0.000010287495,0.00013134244,0.0011140491],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00049862306,0.005630774,0.016895534,0.00064151885,0.0008854901,0.00001122692,0.7047451,0.000002885973,0.23006436,0.004752594,0.0075745834,0.028297313],"study_design_scores_gemma":[0.02625382,0.00439004,0.104107335,0.01119149,0.00365088,8.5708666e-7,0.09461346,0.02610361,0.4951788,0.08722218,0.14191815,0.005369392],"about_ca_topic_score_codex":0.0029347192,"about_ca_topic_score_gemma":0.00024288085,"teacher_disagreement_score":0.6101316,"about_ca_system_score_codex":0.00040554765,"about_ca_system_score_gemma":0.0003195677,"threshold_uncertainty_score":0.9996637},"labels":[],"label_agreement":null},{"id":"W4393073341","doi":"10.1002/aet2.10954","title":"<scp>SAEM</scp> systematic online academic resource (<scp>SOAR</scp>) review: Gastrointestinal illnesses","year":2024,"lang":"en","type":"article","venue":"AEM Education and Training","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Hamilton Health Sciences; Toronto Metropolitan University","funders":"","keywords":"Medicine; Educational resources; Resource (disambiguation); Soar; Internal medicine; Family medicine; Psychology; Computer science","score_opus":0.11179417124259491,"score_gpt":0.4152702169317767,"score_spread":0.30347604568918174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393073341","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7195583,0.21089818,0.00018035033,0.027244683,0.015071476,0.0047600283,0.000025470092,0.0009043694,0.021357147],"genre_scores_gemma":[0.9473829,0.016747741,0.0043839794,0.007092882,0.010463214,0.0030859609,0.0002330198,0.00014924404,0.010461026],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970813,0.0006234936,0.0006990891,0.00045901342,0.00054999517,0.0005871316],"domain_scores_gemma":[0.9897001,0.009120529,0.00030008506,0.00021313633,0.00022363209,0.00044255648],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002501434,0.00022302555,0.00042802186,0.00023432488,0.0006630993,0.00018136486,0.00028567124,0.0001453262,0.00002440139],"category_scores_gemma":[0.0341738,0.00022290405,0.00008264879,0.0010495541,0.00025651365,0.0003684848,0.000029097562,0.00061233365,0.00009426129],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000013247965,0.00032554948,0.008994845,0.070600435,0.00007028703,0.000013140405,0.5743885,0.000003253359,0.000067313376,0.030560695,0.19478063,0.12019405],"study_design_scores_gemma":[0.00012520413,0.000055326214,0.009152483,0.0592338,0.00024214857,0.00018366751,0.3433677,0.00010237887,0.000014002622,0.0015943275,0.58581495,0.00011403005],"about_ca_topic_score_codex":0.00038440432,"about_ca_topic_score_gemma":0.00013306574,"teacher_disagreement_score":0.3910343,"about_ca_system_score_codex":0.0002547088,"about_ca_system_score_gemma":0.0026019479,"threshold_uncertainty_score":0.9739618},"labels":[],"label_agreement":null},{"id":"W4393140164","doi":"10.32920/25475068.v1","title":"Using Facebook to promote the uptake of colorectal cancer screening","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; Cancer Care Ontario; Sunnybrook Health Science Centre; Toronto Metropolitan University; University of Toronto; St. Michael's Hospital","funders":"Canadian Institutes of Health Research","keywords":"Colorectal cancer; Colorectal cancer screening; Psychology; Medicine; Oncology; Internal medicine; Internet privacy; Cancer; Computer science; Colonoscopy","score_opus":0.28306920272061453,"score_gpt":0.4898226316499719,"score_spread":0.20675342892935739,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393140164","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9475296,0.0006835204,0.00022067493,0.015231468,0.015806092,0.0069053555,0.0000292957,0.00012201881,0.01347194],"genre_scores_gemma":[0.94926786,0.00026768743,0.03639566,0.0005409019,0.0053500882,0.0067629563,0.000006435731,0.00007278443,0.0013356308],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983267,0.00015713542,0.0003562102,0.0003085112,0.00052806106,0.00032339213],"domain_scores_gemma":[0.99896157,0.0003410532,0.00016789511,0.00016733591,0.00021851705,0.00014362007],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013888845,0.0001299965,0.00022704892,0.00008803035,0.00033637293,0.00008783424,0.0004021228,0.00025680818,0.0005728014],"category_scores_gemma":[0.0012025391,0.00010285873,0.000091058115,0.00036326,0.00018694512,0.000025763122,0.00039852248,0.0005148641,0.000030904266],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032099786,0.000043320902,0.0025725835,0.0007276782,0.00015200116,0.0000014969227,0.5816474,0.0011460991,0.00086171465,0.010966615,0.0032673134,0.39858168],"study_design_scores_gemma":[0.00026164434,0.00012182548,0.026538296,0.005219329,0.00058397936,0.0000011472475,0.092795715,0.0060282806,0.0057051396,0.028063124,0.8332726,0.001408947],"about_ca_topic_score_codex":0.098896384,"about_ca_topic_score_gemma":0.018926559,"teacher_disagreement_score":0.8300052,"about_ca_system_score_codex":0.0005037141,"about_ca_system_score_gemma":0.003274557,"threshold_uncertainty_score":0.99897546},"labels":[],"label_agreement":null},{"id":"W4393144876","doi":"10.32920/25474918","title":"Social Media and mHealth Technology for Cancer Screening: Systematic Review and Meta-analysis","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; Cancer Care Ontario; Sunnybrook Health Science Centre; Toronto Metropolitan University; University of Toronto; St. Michael's Hospital","funders":"Canadian Institutes of Health Research","keywords":"Meta-analysis; mHealth; Social media; Systematic review; Data science; Internet privacy; Medicine; Psychology; MEDLINE; Computer science; Environmental health; Political science; World Wide Web; Psychological intervention; Nursing; Internal medicine","score_opus":0.3937731211523726,"score_gpt":0.5286088785363537,"score_spread":0.13483575738398113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393144876","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00044072466,0.65556854,0.00020889254,0.3314671,0.001285569,0.010346263,0.0001505964,0.00023665244,0.00029566392],"genre_scores_gemma":[0.25097996,0.45082864,0.02290366,0.012361369,0.006057432,0.25296652,0.00025201592,0.00027006233,0.003380325],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99728024,0.00049138087,0.0007751316,0.00064093113,0.00041383159,0.0003984951],"domain_scores_gemma":[0.9958674,0.0027888664,0.00054414046,0.00024548694,0.00035880308,0.0001953426],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033516071,0.0002482806,0.002861593,0.00047072946,0.00052564975,0.00011386469,0.00027943193,0.00062679575,0.00018987483],"category_scores_gemma":[0.005976754,0.00019986555,0.000489329,0.0011518868,0.00039061104,0.000036321864,0.0002756882,0.00050868624,0.0000033676376],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000023255748,0.000020956573,0.00014275902,0.82485604,0.06009973,5.533752e-7,0.035077684,4.5325194e-7,7.5816665e-8,0.07570803,0.0030313649,0.0010600406],"study_design_scores_gemma":[0.000044702323,0.000008433928,0.00006948556,0.0018366749,0.94458944,2.886322e-7,0.0052781384,0.000024643017,5.1856995e-7,0.046430755,0.0014225033,0.000294393],"about_ca_topic_score_codex":0.0071008187,"about_ca_topic_score_gemma":0.028056242,"teacher_disagreement_score":0.8844897,"about_ca_system_score_codex":0.00024339069,"about_ca_system_score_gemma":0.0009906697,"threshold_uncertainty_score":0.999511},"labels":[],"label_agreement":null},{"id":"W4393144933","doi":"10.32920/25474918.v1","title":"Social Media and mHealth Technology for Cancer Screening: Systematic Review and Meta-analysis","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; Cancer Care Ontario; Sunnybrook Health Science Centre; Toronto Metropolitan University; University of Toronto; St. Michael's Hospital","funders":"Canadian Institutes of Health Research","keywords":"mHealth; Meta-analysis; Social media; Data science; Medicine; Internet privacy; Psychology; Computer science; World Wide Web; Nursing; Internal medicine; Psychological intervention","score_opus":0.3937731211523726,"score_gpt":0.5286088785363537,"score_spread":0.13483575738398113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393144933","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00044072466,0.65556854,0.00020889254,0.3314671,0.001285569,0.010346263,0.0001505964,0.00023665244,0.00029566392],"genre_scores_gemma":[0.25097996,0.45082864,0.02290366,0.012361369,0.006057432,0.25296652,0.00025201592,0.00027006233,0.003380325],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99728024,0.00049138087,0.0007751316,0.00064093113,0.00041383159,0.0003984951],"domain_scores_gemma":[0.9958674,0.0027888664,0.00054414046,0.00024548694,0.00035880308,0.0001953426],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033516071,0.0002482806,0.002861593,0.00047072946,0.00052564975,0.00011386469,0.00027943193,0.00062679575,0.00018987483],"category_scores_gemma":[0.005976754,0.00019986555,0.000489329,0.0011518868,0.00039061104,0.000036321864,0.0002756882,0.00050868624,0.0000033676376],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000023255748,0.000020956573,0.00014275902,0.82485604,0.06009973,5.533752e-7,0.035077684,4.5325194e-7,7.5816665e-8,0.07570803,0.0030313649,0.0010600406],"study_design_scores_gemma":[0.000044702323,0.000008433928,0.00006948556,0.0018366749,0.94458944,2.886322e-7,0.0052781384,0.000024643017,5.1856995e-7,0.046430755,0.0014225033,0.000294393],"about_ca_topic_score_codex":0.0071008187,"about_ca_topic_score_gemma":0.028056242,"teacher_disagreement_score":0.8844897,"about_ca_system_score_codex":0.00024339069,"about_ca_system_score_gemma":0.0009906697,"threshold_uncertainty_score":0.999511},"labels":[],"label_agreement":null},{"id":"W4393164631","doi":"10.32920/25475068","title":"Using Facebook to promote the uptake of colorectal cancer screening","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; Cancer Care Ontario; Sunnybrook Health Science Centre; Toronto Metropolitan University; University of Toronto; St. Michael's Hospital","funders":"Canadian Institutes of Health Research","keywords":"Colorectal cancer; Medicine; Oncology; Internet privacy; Cancer; Psychology; Internal medicine; Computer science","score_opus":0.28306920272061453,"score_gpt":0.4898226316499719,"score_spread":0.20675342892935739,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393164631","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9475296,0.0006835204,0.00022067493,0.015231468,0.015806092,0.0069053555,0.0000292957,0.00012201881,0.01347194],"genre_scores_gemma":[0.94926786,0.00026768743,0.03639566,0.0005409019,0.0053500882,0.0067629563,0.000006435731,0.00007278443,0.0013356308],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983267,0.00015713542,0.0003562102,0.0003085112,0.00052806106,0.00032339213],"domain_scores_gemma":[0.99896157,0.0003410532,0.00016789511,0.00016733591,0.00021851705,0.00014362007],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013888845,0.0001299965,0.00022704892,0.00008803035,0.00033637293,0.00008783424,0.0004021228,0.00025680818,0.0005728014],"category_scores_gemma":[0.0012025391,0.00010285873,0.000091058115,0.00036326,0.00018694512,0.000025763122,0.00039852248,0.0005148641,0.000030904266],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032099786,0.000043320902,0.0025725835,0.0007276782,0.00015200116,0.0000014969227,0.5816474,0.0011460991,0.00086171465,0.010966615,0.0032673134,0.39858168],"study_design_scores_gemma":[0.00026164434,0.00012182548,0.026538296,0.005219329,0.00058397936,0.0000011472475,0.092795715,0.0060282806,0.0057051396,0.028063124,0.8332726,0.001408947],"about_ca_topic_score_codex":0.098896384,"about_ca_topic_score_gemma":0.018926559,"teacher_disagreement_score":0.8300052,"about_ca_system_score_codex":0.0005037141,"about_ca_system_score_gemma":0.003274557,"threshold_uncertainty_score":0.99897546},"labels":[],"label_agreement":null},{"id":"W4393233912","doi":"10.2196/47770","title":"Development of a Medical Social Media Ethics Scale and Assessment of #IRad, #CardioTwitter, and #MedTwitter Posts: Mixed Methods Study","year":2024,"lang":"en","type":"article","venue":"JMIR Infodemiology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Social media; Scale (ratio); Inter-rater reliability; Cronbach's alpha; Psychology; Specialty; Conflict of interest; Interview; Health care; Family medicine; Medical education; Medicine; Clinical psychology; Rating scale; Psychometrics; Sociology; Political science; Geography","score_opus":0.269405280902074,"score_gpt":0.5960625883592745,"score_spread":0.3266573074572005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393233912","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98092353,0.00051569793,0.0007974582,0.012991574,0.003471081,0.0009037795,0.0000036185606,0.0000439189,0.0003493559],"genre_scores_gemma":[0.95870376,0.00026814314,0.03949502,0.00034686245,0.000546674,0.0006203274,0.0000043869877,0.000011954546,0.0000028785882],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9949258,0.0029217321,0.0007856858,0.0003103709,0.00074252073,0.00031392265],"domain_scores_gemma":[0.98740387,0.011935965,0.00019348817,0.000109108725,0.00015902403,0.00019855036],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01405037,0.00012984607,0.0005429848,0.00016159372,0.00025274794,0.000019117628,0.00021849091,0.0006473625,0.000049171216],"category_scores_gemma":[0.005616674,0.00011928423,0.000046261386,0.0003123815,0.0010027068,0.00007874693,0.00021431636,0.00079531077,0.0000010368473],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011200132,0.000116921816,0.1551843,0.0002744671,0.00007222959,0.0000019309102,0.6768579,8.9612946e-8,0.00008218165,0.0072976975,0.00033021448,0.15977089],"study_design_scores_gemma":[0.0003477303,0.0000844034,0.89945775,0.000098720506,0.000044780332,0.000002400791,0.08138524,0.00009246535,0.000031729545,0.002349969,0.015953826,0.00015098666],"about_ca_topic_score_codex":0.0008159277,"about_ca_topic_score_gemma":0.0021515149,"teacher_disagreement_score":0.7442734,"about_ca_system_score_codex":0.000166169,"about_ca_system_score_gemma":0.0024745194,"threshold_uncertainty_score":0.67240894},"labels":[],"label_agreement":null},{"id":"W4393344739","doi":"10.29173/istl2801","title":"Correction to “An Exploration of Journals Requested by Health Sciences Libraries through DOCLINE Interlibrary Loan During the Early COVID-19 Pandemic”","year":2024,"lang":"en","type":"article","venue":"Issues in Science and Technology Librarianship","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"","keywords":"Interlibrary loan; Coronavirus disease 2019 (COVID-19); Pandemic; Library science; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Table (database); Table of contents; Media studies; Political science; World Wide Web; Sociology; Computer science; Medicine; Virology; Database","score_opus":0.22955688697303064,"score_gpt":0.47805024105089833,"score_spread":0.24849335407786768,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393344739","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7604898,0.007536654,0.00045242935,0.22540885,0.004136026,0.00096363755,0.000006213337,0.00046861926,0.0005377492],"genre_scores_gemma":[0.9949402,0.0020064767,0.0011901421,0.0012003547,0.0003300027,0.00018829861,0.0000023209484,0.000011504273,0.00013068339],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99731284,0.00045771402,0.00052451756,0.000534849,0.0006461762,0.00052388856],"domain_scores_gemma":[0.99796814,0.0012507355,0.00018294658,0.00025059652,0.000095784926,0.00025181772],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.0045475205,0.00012858534,0.00023193855,0.0009386596,0.0016267862,0.0008357307,0.0009857882,0.00017656953,0.00003546139],"category_scores_gemma":[0.007568396,0.000104088766,0.00001812004,0.008094998,0.0048782304,0.014529186,0.000142958,0.0004513188,0.000004739944],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033181004,0.000069026864,0.40566996,0.000106912616,0.0000058048304,0.0000040506948,0.32653102,0.000010547462,0.001233902,0.22348203,0.0032529354,0.039600633],"study_design_scores_gemma":[0.00046450083,0.0015181169,0.045952287,0.0015548796,0.0000128735055,0.000034709537,0.28142434,0.00028992913,0.008953543,0.51007545,0.14902891,0.00069043756],"about_ca_topic_score_codex":0.006164578,"about_ca_topic_score_gemma":0.0016303465,"teacher_disagreement_score":0.35971767,"about_ca_system_score_codex":0.00026533802,"about_ca_system_score_gemma":0.0036252367,"threshold_uncertainty_score":0.99967295},"labels":[],"label_agreement":null},{"id":"W4393505864","doi":"10.5281/zenodo.3693791","title":"Quebec Health Ministry (2013-2018) web archive collection derivatives","year":2020,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Bibliothèque et Archives nationales du Québec; York University","funders":"","keywords":"Christian ministry; World Wide Web; Web application; Web site; Computer science; Political science; The Internet","score_opus":0.10354418378438471,"score_gpt":0.35185693830518544,"score_spread":0.24831275452080073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393505864","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00018096717,0.00019282827,0.00013738255,0.028217278,0.0030079235,0.0028463954,0.9585642,0.00086949486,0.00598352],"genre_scores_gemma":[0.00030766547,0.0028359238,0.00018572267,0.0008096718,0.0024248303,0.0000015187632,0.9921943,0.00081039756,0.00042997676],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9945535,0.0026315982,0.00052090496,0.00068248593,0.0008949065,0.0007165846],"domain_scores_gemma":[0.99732995,0.00039876168,0.0005585363,0.00048008055,0.00054026063,0.00069243903],"candidate_categories":["metaresearch","metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0014104897,0.00025667483,0.00037405,0.00036548727,0.0076262555,0.0009197521,0.00145586,0.00027181229,0.010142958],"category_scores_gemma":[0.008657684,0.0003155884,0.00008601562,0.0013364604,0.0006870737,0.00024790116,0.00062072685,0.0008616638,0.012662244],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038720686,0.00011633269,0.0000010170587,0.00023795839,0.000032264456,0.0000035908447,0.0151870735,7.9141864e-7,0.000010714982,0.00044551576,0.9690233,0.014902708],"study_design_scores_gemma":[0.00022575562,0.00023008579,0.00024886773,0.000096816264,0.000017027873,0.000006228674,0.004896758,0.0000067897017,0.0000025615852,0.00009694896,0.9939153,0.00025684855],"about_ca_topic_score_codex":0.03361095,"about_ca_topic_score_gemma":0.002796917,"teacher_disagreement_score":0.033630084,"about_ca_system_score_codex":0.0015911836,"about_ca_system_score_gemma":0.00044597828,"threshold_uncertainty_score":0.9999296},"labels":[],"label_agreement":null},{"id":"W4393850107","doi":"10.1016/j.ekir.2024.02.1325","title":"WCN24-1194 ENHANCING NEPHROLOGY EDUCATION THROUGH XORIALS: ISN EDUCATION'S SOCIAL MEDIA IMPACT","year":2024,"lang":"en","type":"article","venue":"Kidney International Reports","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Social media; Nephrology; Internal medicine; Medical education; Family medicine; World Wide Web","score_opus":0.05621847680309933,"score_gpt":0.452275108359823,"score_spread":0.39605663155672366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393850107","genre_codex":"editorial","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25984982,0.002118844,0.0004887299,0.12872855,0.42612764,0.0021515517,0.000066610584,0.00079552317,0.17967275],"genre_scores_gemma":[0.94551796,0.00032897043,0.0011437988,0.0035194978,0.0456737,0.0012329274,0.0004912646,0.000053421172,0.0020384518],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966781,0.00032277373,0.00083234464,0.0005885113,0.001085509,0.00049277034],"domain_scores_gemma":[0.99633676,0.001727008,0.00044042547,0.00023871612,0.00080471125,0.00045237356],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016416472,0.00022368622,0.00026616256,0.00032234946,0.00060663227,0.0003556751,0.00032524506,0.0003385605,0.003988843],"category_scores_gemma":[0.024926972,0.0002378531,0.00021022475,0.0006520916,0.00026512254,0.000995765,0.000051869894,0.00036184004,0.00023616357],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002217162,0.00038085598,0.004038589,0.00007081243,0.00015778655,0.000027066255,0.12739189,0.0000015667662,0.0006441001,0.10293693,0.6732843,0.09104394],"study_design_scores_gemma":[0.000058187958,0.000014837367,0.006884707,0.00014069349,0.000048358015,0.000053106498,0.005851654,0.000007046741,0.00016897594,0.04560161,0.9409401,0.0002307529],"about_ca_topic_score_codex":0.010565138,"about_ca_topic_score_gemma":0.0013094415,"teacher_disagreement_score":0.6856682,"about_ca_system_score_codex":0.0022325409,"about_ca_system_score_gemma":0.0271801,"threshold_uncertainty_score":0.99692166},"labels":[],"label_agreement":null},{"id":"W4394305110","doi":"10.6084/m9.figshare.7184894","title":"How to use social media engagement to ensure research's real-world impact","year":2018,"lang":"en","type":"dataset","venue":"Figshare","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social media; Social impact; Data science; Business; Computer science; Sociology; World Wide Web","score_opus":0.6101360369528186,"score_gpt":0.5579915911340003,"score_spread":0.052144445818818275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394305110","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00013251867,0.000023955652,1.4958202e-8,0.008114446,0.0040039374,0.003812951,0.98342,0.00010410963,0.00038807522],"genre_scores_gemma":[0.00017300522,0.000041781987,0.000071925395,0.000492721,0.024235431,0.005972441,0.96853656,0.000054456243,0.000421679],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99238575,0.0022955628,0.0003710101,0.0007932382,0.0026153324,0.0015390959],"domain_scores_gemma":[0.98458785,0.011271286,0.00026989816,0.0007456438,0.0017295573,0.0013957887],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0023017745,0.0003638071,0.00050002395,0.0009079957,0.002121906,0.0010654646,0.0014930477,0.00070344005,0.13370682],"category_scores_gemma":[0.19967522,0.00038123227,0.00017009991,0.0026637719,0.00008911384,0.0003309731,0.0005154201,0.0013428881,0.009905094],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018722534,0.00004590017,0.000020434942,0.00014183139,0.000021487951,0.000008892262,0.021053277,7.1652416e-8,3.0894617e-7,0.000010355497,0.97675407,0.0019246418],"study_design_scores_gemma":[0.00006888263,0.0000851504,0.012495403,0.00092266133,0.000014599145,8.087166e-8,0.001674074,4.0152166e-8,0.0000024530807,0.00003398661,0.98433644,0.0003662183],"about_ca_topic_score_codex":0.03318932,"about_ca_topic_score_gemma":0.2351693,"teacher_disagreement_score":0.20197998,"about_ca_system_score_codex":0.0029976678,"about_ca_system_score_gemma":0.0037892777,"threshold_uncertainty_score":0.9999715},"labels":[],"label_agreement":null},{"id":"W4394675208","doi":"10.5858/arpa.2023-0447-oa","title":"Ten Years of Pathology on Twitter (X): Landscape and Evolution of Pathology on Twitter From 2012 to 2023","year":2024,"lang":"en","type":"article","venue":"Archives of Pathology & Laboratory Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Social media; Veterinary pathology; Pathology; Clinical pathology; Anatomical pathology; Surgical pathology; Coronavirus disease 2019 (COVID-19); Medicine; Psychology; Computer science; Disease; World Wide Web","score_opus":0.03622183830755282,"score_gpt":0.3567921858467656,"score_spread":0.32057034753921276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394675208","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9826594,0.0027272592,0.00008310645,0.008735689,0.0035987457,0.0005578302,0.00012504862,0.00003648672,0.0014764054],"genre_scores_gemma":[0.99647367,0.0005025195,0.0006310766,0.0010641135,0.0010833204,0.000111206005,0.000031006788,0.00002401739,0.00007907157],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99716634,0.001105997,0.0005696505,0.00046662986,0.00032604556,0.00036534082],"domain_scores_gemma":[0.99506754,0.004040644,0.0002461805,0.00034176628,0.000119432254,0.00018443092],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010911078,0.00016806339,0.0005754081,0.0005965537,0.00007490911,0.000003096779,0.00023681374,0.00025601732,0.00018556158],"category_scores_gemma":[0.00242512,0.00015369798,0.000048211863,0.00056270795,0.0017850061,0.00006904103,0.00006112416,0.0003455242,0.000036891222],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008074874,0.00052244664,0.2918159,0.00046631196,0.00013806365,0.0011369258,0.47940338,0.000015587528,0.14219788,0.018157687,0.017834507,0.047503818],"study_design_scores_gemma":[0.00078916876,0.0019142572,0.96671057,0.0005944901,0.00010786609,0.000011067838,0.011710562,0.000010174826,0.00074273796,0.0064649666,0.010748436,0.00019571323],"about_ca_topic_score_codex":0.0005615848,"about_ca_topic_score_gemma":0.00029428556,"teacher_disagreement_score":0.67489463,"about_ca_system_score_codex":0.000053808657,"about_ca_system_score_gemma":0.00039954227,"threshold_uncertainty_score":0.65769297},"labels":[],"label_agreement":null},{"id":"W4394716245","doi":"10.1186/s12966-024-01589-4","title":"#junkfluenced: the marketing of unhealthy food and beverages by social media influencers popular with Canadian children on YouTube, Instagram and TikTok","year":2024,"lang":"en","type":"article","venue":"International Journal of Behavioral Nutrition and Physical Activity","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo; Université Laval; University of Ottawa","funders":"Health Canada","keywords":"Influencer marketing; Social media; Advertising; Food marketing; Business; Marketing; Political science; Marketing management; Relationship marketing","score_opus":0.04411439850072907,"score_gpt":0.3771905204319132,"score_spread":0.33307612193118413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394716245","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9887774,0.00026000006,0.0000015317682,0.010163348,0.00042129218,0.00023986794,0.00010752124,0.000006723522,0.000022327771],"genre_scores_gemma":[0.9986791,0.00046171757,0.000031118554,0.000084652886,0.00071197184,0.000017290631,0.000006452536,0.000006103875,0.0000015663478],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9988979,0.00021797355,0.00014408017,0.000114994684,0.00048920116,0.00013585966],"domain_scores_gemma":[0.99889207,0.00057513366,0.00014088885,0.000025950565,0.0001886867,0.00017728761],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041938366,0.00007999395,0.00014427166,0.00011715683,0.00025090305,0.00010652991,0.00010195748,0.00006300916,0.000005886424],"category_scores_gemma":[0.00015574931,0.000060608214,0.000033706216,0.00014147935,0.00037903196,0.00033482458,0.000012282341,0.00030131193,2.0426072e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007756695,0.0014828809,0.10834183,0.00013624722,0.00019287194,0.00001778897,0.07667455,0.0000015369596,0.0012232279,0.0064172237,0.0013003697,0.8034358],"study_design_scores_gemma":[0.00078715687,0.00043793645,0.9892161,0.00044082347,0.0000924251,0.000020230129,0.0041185683,0.000016624432,0.00035971237,0.0018215553,0.0025157994,0.00017306152],"about_ca_topic_score_codex":0.019893955,"about_ca_topic_score_gemma":0.007798649,"teacher_disagreement_score":0.8808743,"about_ca_system_score_codex":0.000182359,"about_ca_system_score_gemma":0.00026504276,"threshold_uncertainty_score":0.98663265},"labels":[],"label_agreement":null},{"id":"W4394722469","doi":"10.1111/medu.15384","title":"‘My doctor self and my human self’: A qualitative study of physicians' presentation of self on social media","year":2024,"lang":"en","type":"review","venue":"Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Presentation (obstetrics); Qualitative research; Social media; Psychology; Medical education; Social psychology; Medicine; Sociology; Social science; Computer science; World Wide Web","score_opus":0.18784184668908552,"score_gpt":0.5798590048858918,"score_spread":0.39201715819680627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394722469","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15434806,0.808556,0.0000015112632,0.0034353775,0.020355735,0.01093713,0.0000585913,0.00039202478,0.0019155736],"genre_scores_gemma":[0.020356135,0.9669307,0.00019304361,0.00013900493,0.0080535235,0.0039075366,0.00025405298,0.00008537766,0.00008061613],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9924883,0.0033231638,0.001250098,0.0005568973,0.002040645,0.0003408684],"domain_scores_gemma":[0.9934276,0.004664671,0.0010632621,0.00022681945,0.00041379518,0.00020389319],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0027547425,0.00032698183,0.0012821347,0.0004250386,0.00037644038,0.000044523476,0.00040665423,0.0005887102,0.00012855488],"category_scores_gemma":[0.006063575,0.000302984,0.00018953532,0.0012910189,0.0003725868,0.00015310827,0.000054699784,0.00066503364,0.000030228726],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002636253,0.0023018804,0.00001648578,0.0066203843,0.00013302048,2.9573056e-7,0.67145485,2.9640732e-9,4.79098e-8,0.0037123074,0.004944016,0.31081405],"study_design_scores_gemma":[0.00034373484,0.00028678853,0.0005176871,0.0059360815,0.0019068737,4.6893493e-7,0.36717716,0.0000015717583,5.1482124e-7,0.0008837054,0.62259513,0.00035029007],"about_ca_topic_score_codex":0.0025104801,"about_ca_topic_score_gemma":0.0010207893,"teacher_disagreement_score":0.6176511,"about_ca_system_score_codex":0.0007499946,"about_ca_system_score_gemma":0.007885328,"threshold_uncertainty_score":0.99994224},"labels":[],"label_agreement":null},{"id":"W4394843393","doi":"10.1080/13645579.2023.2278253","title":"Facebook recruitment: understanding research relations Prior to data collection","year":2024,"lang":"en","type":"article","venue":"International Journal of Social Research Methodology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"European Commission","keywords":"Reflexivity; Social media; Sociology; Process (computing); Data collection; Public relations; Social psychology; Psychology; Social science; Computer science; Political science; World Wide Web","score_opus":0.979444143261046,"score_gpt":0.7717294447051026,"score_spread":0.20771469855594338,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394843393","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.033755794,0.0017371695,0.0905111,0.7132629,0.068122655,0.010204982,0.00008064072,0.00016432603,0.08216044],"genre_scores_gemma":[0.8766558,0.003252904,0.070405334,0.00049516844,0.036773022,0.0022812118,0.000057597947,0.000119077566,0.00995986],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9799804,0.014772595,0.00067031465,0.0003627162,0.003520198,0.0006937624],"domain_scores_gemma":[0.95104426,0.04500163,0.00014666158,0.00018014293,0.0032985725,0.000328724],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.08121587,0.000087089735,0.00024229746,0.0023265025,0.0017696574,0.00042353309,0.001669253,0.0002771481,0.0012138268],"category_scores_gemma":[0.09747615,0.000090948524,0.00008596064,0.0022598235,0.0008278331,0.0006618169,0.00038076116,0.0017539295,0.00027015095],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00036662718,0.00010789363,0.0004518485,0.00002677024,0.0002662921,0.00007944383,0.22623311,0.0000056373315,0.00078149483,0.45395547,0.16832349,0.14940192],"study_design_scores_gemma":[0.00019247134,0.00016130143,0.0011806384,0.00013010993,0.000013168857,0.000012972637,0.053145684,0.00008144586,0.000052748477,0.09461758,0.850332,0.00007986015],"about_ca_topic_score_codex":0.0024083771,"about_ca_topic_score_gemma":0.0020825558,"teacher_disagreement_score":0.84290004,"about_ca_system_score_codex":0.0067793764,"about_ca_system_score_gemma":0.006343873,"threshold_uncertainty_score":0.9996992},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["metaresearch"],"domain":"methods","study_design":"qualitative","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W4394927267","doi":"10.2196/52281","title":"Combating Fraudulent Participation in Urban American Indian and Alaska Native Virtual Health Research: Protocol for Increasing Data Integrity in Online Research (PRIOR)","year":2024,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Alcohol Abuse and Alcoholism","keywords":"Preprint; Protocol (science); Internet privacy; Environmental health; Medicine; World Wide Web; Computer science; Alternative medicine","score_opus":0.8348822546477117,"score_gpt":0.7482201837813824,"score_spread":0.08666207086632927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394927267","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09268599,0.000010000628,0.00001100248,0.023550378,0.000044583623,0.88337046,0.00007850151,0.000072618146,0.00017647688],"genre_scores_gemma":[0.094800904,0.0000074647896,0.0012521208,0.000053784308,0.00096793764,0.9027692,0.00006793663,0.000047446003,0.000033200107],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9642544,0.026993953,0.0010884278,0.0012969513,0.0037080823,0.0026582258],"domain_scores_gemma":[0.96525395,0.03174029,0.0001672421,0.00070113275,0.0014050123,0.0007323757],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.113820575,0.00019461395,0.00044218983,0.0023404062,0.0018993566,0.000784163,0.0012200045,0.0002600756,0.000033656746],"category_scores_gemma":[0.077154815,0.00019483292,0.000030827374,0.007231235,0.0027317046,0.0009795442,0.00085570634,0.005024565,0.000016919019],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0011714434,0.0022236116,0.16743328,0.0027147408,0.000011323499,0.000019224244,0.28905463,0.0000012896081,0.00003020599,0.011979829,0.008105292,0.5172551],"study_design_scores_gemma":[0.0028858765,0.005324874,0.2577222,0.01849806,8.5436596e-7,0.0000011211014,0.17625435,0.0033042168,0.0000697822,0.009904033,0.52558094,0.00045370247],"about_ca_topic_score_codex":0.06009388,"about_ca_topic_score_gemma":0.09924625,"teacher_disagreement_score":0.51747566,"about_ca_system_score_codex":0.004046855,"about_ca_system_score_gemma":0.010984138,"threshold_uncertainty_score":0.9999823},"labels":[],"label_agreement":null},{"id":"W4394941943","doi":"10.2196/53336","title":"Professional Social Media Use Among Orthopedic and Trauma Surgeons in Germany: Cross-Sectional Questionnaire-Based Study","year":2024,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Orthopedic surgery; Medicine; Orthopedic trauma; Context (archaeology); Social media; Family medicine; Trauma surgery; Surgery","score_opus":0.23104706738823585,"score_gpt":0.55027738890433,"score_spread":0.3192303215160941,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394941943","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9923605,0.0000907658,0.000005502357,0.001530528,0.0034968767,0.0021214047,0.000025454006,0.000102218386,0.0002667826],"genre_scores_gemma":[0.9961196,0.000015817597,0.000009273727,0.000016616033,0.00083628955,0.002840326,0.000022205872,0.00001759243,0.00012223171],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99433357,0.0024480443,0.00043572971,0.00032726146,0.0017894835,0.0006659034],"domain_scores_gemma":[0.9920067,0.007093256,0.00006166112,0.00009011187,0.0004951693,0.00025306817],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.007540389,0.00011993346,0.00017392813,0.00073117577,0.0016921449,0.00046850336,0.00017765012,0.00022731785,0.00019599247],"category_scores_gemma":[0.0035467772,0.00011387271,0.000049448503,0.0016821809,0.0010702147,0.0013039235,0.00006808406,0.0010862366,0.000053978813],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035696026,0.00029743536,0.74559313,0.000072305,0.0000067194997,0.000008925974,0.24568501,6.356436e-7,0.0000010046451,0.002322386,0.000416002,0.0055607334],"study_design_scores_gemma":[0.00032601986,0.00006479203,0.9815123,0.000122337,0.0000018054612,2.9415347e-7,0.015414363,0.00017668314,0.0000014785514,0.00080103206,0.0014703659,0.00010852156],"about_ca_topic_score_codex":0.006359183,"about_ca_topic_score_gemma":0.02531152,"teacher_disagreement_score":0.23591916,"about_ca_system_score_codex":0.0008987789,"about_ca_system_score_gemma":0.0019887616,"threshold_uncertainty_score":0.9996075},"labels":[],"label_agreement":null},{"id":"W4394953934","doi":"10.29173/cjen220","title":"Use of Social Media and Free Open Access Medicine (FOAM) for Continuing Education in Emergency Nursing: A Scoping Review","year":2024,"lang":"en","type":"review","venue":"Canadian Journal of Emergency Nursing","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University; McMaster University; Providence Health Care","funders":"Providence Health Care; McMaster University","keywords":"Continuing education; Social media; Nursing; Free access; Emergency nursing; Continuing medical education; Medicine; Nurse education; Medical education; Public relations; Political science; Emergency department; Computer science; World Wide Web; Law","score_opus":0.48849257732359125,"score_gpt":0.5944301554846079,"score_spread":0.10593757816101662,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394953934","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00009407637,0.9422475,0.000012673065,0.007622423,0.04478856,0.0044890232,0.00003935166,0.00000584175,0.000700517],"genre_scores_gemma":[0.00006426537,0.9943359,0.000293364,0.00003440127,0.004831906,0.00027657245,0.000033690936,0.00006836724,0.00006157232],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.99484366,0.0007814564,0.0028696556,0.00037902975,0.00046526757,0.00066091045],"domain_scores_gemma":[0.99456847,0.00096551474,0.0024506901,0.00023956958,0.00093459286,0.00084118685],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0032523172,0.00035013902,0.0021273852,0.001295463,0.0004315061,0.00014740658,0.0015319851,0.00037476025,0.000522103],"category_scores_gemma":[0.021489551,0.00034371947,0.00032996348,0.0019644308,0.00038289872,0.0011916585,0.00003575682,0.00060543075,0.0000011748932],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003212516,0.000028989522,0.00007202814,0.0322682,0.000027745089,0.0000020519608,0.040846173,3.245146e-8,8.226774e-8,0.001962533,0.05364045,0.8711485],"study_design_scores_gemma":[0.00010700745,0.000035083525,0.00010459614,0.68236965,0.0013330553,0.0000067472374,0.004428504,4.265455e-7,5.9404684e-8,0.005732727,0.30561376,0.00026839098],"about_ca_topic_score_codex":0.01814901,"about_ca_topic_score_gemma":0.12805784,"teacher_disagreement_score":0.8708801,"about_ca_system_score_codex":0.0018132245,"about_ca_system_score_gemma":0.024019124,"threshold_uncertainty_score":0.9999015},"labels":[],"label_agreement":null},{"id":"W4395018878","doi":"10.4038/gmj.v28i3.8171","title":"An online messaging platform for learning &amp;lsquo;Wound Management&amp;rsquo;: A novel method of continuous professional education","year":2023,"lang":"en","type":"article","venue":"Galle Medical Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nunavik Regional Board of Health and Social Services","funders":"","keywords":"Medicine; Social media; Medical education; Multimedia; World Wide Web; Computer science","score_opus":0.1874309204770617,"score_gpt":0.5091970504447194,"score_spread":0.32176612996765774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395018878","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8356156,0.00022794996,0.109070905,0.027868116,0.020874716,0.0024311184,0.000017611746,0.000257947,0.0036360724],"genre_scores_gemma":[0.42641765,0.0020014532,0.5282769,0.0025662165,0.023881381,0.0017323273,0.0008283976,0.00019493626,0.014100726],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99638253,0.00042871118,0.0006835265,0.00025153634,0.0016546507,0.00059905247],"domain_scores_gemma":[0.9959112,0.0022854172,0.000511109,0.00014058822,0.00046492877,0.0006867753],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0076023303,0.00013476127,0.00031066572,0.0003310021,0.001115792,0.00007077452,0.0004796159,0.00025299948,0.0005568997],"category_scores_gemma":[0.009243615,0.00012749701,0.000112162925,0.0007035948,0.00019597592,0.00030987346,0.000054670643,0.0007648471,0.000021102016],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014578161,0.0015219301,0.019775633,0.00036826872,0.0001260822,0.000004245299,0.06263863,0.000080588376,0.00047661838,0.014380255,0.014609037,0.8858729],"study_design_scores_gemma":[0.001963405,0.00016242103,0.063819356,0.0009934099,0.0001246187,0.000058161484,0.09487108,0.0010143396,0.000012716931,0.010832171,0.82574123,0.00040710287],"about_ca_topic_score_codex":0.0005464111,"about_ca_topic_score_gemma":0.00082570425,"teacher_disagreement_score":0.8854658,"about_ca_system_score_codex":0.00029422526,"about_ca_system_score_gemma":0.0027329584,"threshold_uncertainty_score":0.99910194},"labels":[],"label_agreement":null},{"id":"W4395073843","doi":"10.2196/51094","title":"Mediterranean Diet Information on TikTok and Implications for Digital Health Promotion Research: Social Media Content Analysis","year":2024,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Agricultural Research Service; U.S. Department of Agriculture","keywords":"Social media; Content analysis; Promotion (chess); Health information; Digital content; Content (measure theory); Digital media; Food science; Sociology; Political science; World Wide Web; Computer science; Social science; Biology; Mathematics","score_opus":0.6309268866470048,"score_gpt":0.6003618223421905,"score_spread":0.030565064304814316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395073843","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.61555666,0.00054011634,0.0017972275,0.35109118,0.0034559409,0.01534871,0.0015074188,0.00044924222,0.01025352],"genre_scores_gemma":[0.99163914,0.00027901202,0.000048224512,0.000055059965,0.001190426,0.0060928487,0.0006344807,0.0000136233675,0.000047170386],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9956971,0.0010595006,0.0005200144,0.00026926762,0.0015403308,0.000913825],"domain_scores_gemma":[0.98912096,0.008777972,0.00011122805,0.00016709299,0.0014174621,0.00040530582],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.009226254,0.00011617414,0.0002457577,0.0016454161,0.0029062103,0.0008946344,0.00027376457,0.00017570329,0.00004131186],"category_scores_gemma":[0.0061218473,0.00010701184,0.000106580264,0.0036524173,0.00088015554,0.0021479367,0.00007548504,0.0007235673,0.000107621105],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009002795,0.00018866247,0.0005239003,0.0003404749,0.00008560169,1.294834e-7,0.59671515,3.8627138e-7,0.0000030499396,0.11323576,0.021128587,0.26768824],"study_design_scores_gemma":[0.0009791396,0.004130702,0.24954496,0.00046704413,0.000053434265,0.0000010891055,0.28296846,0.001604433,0.000024691275,0.07167487,0.38803127,0.0005198829],"about_ca_topic_score_codex":0.00062555587,"about_ca_topic_score_gemma":0.0010134333,"teacher_disagreement_score":0.3760825,"about_ca_system_score_codex":0.001431954,"about_ca_system_score_gemma":0.0012879531,"threshold_uncertainty_score":0.99839187},"labels":[],"label_agreement":null},{"id":"W4395099370","doi":"10.2196/54663","title":"TikTok as a Source of Health Information and Misinformation for Young Women in the United States: Survey Study","year":2024,"lang":"en","type":"article","venue":"JMIR Infodemiology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":130,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Misinformation; Survey research; Psychology; Internet privacy; Environmental health; Medicine; Computer science; Applied psychology; World Wide Web; Computer security","score_opus":0.1261536244480354,"score_gpt":0.46769121178656314,"score_spread":0.34153758733852774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395099370","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99096894,0.000083116654,0.00041145436,0.0042982707,0.00064495363,0.0033975083,0.000009685944,0.000039976603,0.00014609979],"genre_scores_gemma":[0.9962908,0.00015321728,0.000042255335,0.0011874848,0.00006166621,0.002119553,0.00013329714,0.0000036637707,0.000008086757],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99726206,0.0014741254,0.0006638817,0.00008393547,0.00017193881,0.00034406554],"domain_scores_gemma":[0.99428993,0.0051706657,0.00024044586,0.00009709214,0.00013897503,0.00006291192],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013506419,0.00006858318,0.00019780867,0.00027133315,0.00020213299,0.000046448324,0.00014316934,0.000105930005,0.000006367771],"category_scores_gemma":[0.0052093463,0.000055692704,0.000015454109,0.00071345904,0.00013833799,0.0003929073,0.00001972562,0.00015428517,0.000006447581],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002756181,0.000027690205,0.22914669,0.00011382914,0.000004955434,2.460599e-8,0.7557049,0.00007590668,5.342929e-8,0.0021372708,0.0005737646,0.012187375],"study_design_scores_gemma":[0.00025121213,0.00035445162,0.66111887,0.000026209971,0.000002245318,5.94957e-7,0.29518962,0.0019661218,8.8660386e-8,0.0025973758,0.038432237,0.000060980397],"about_ca_topic_score_codex":0.08798492,"about_ca_topic_score_gemma":0.0060792454,"teacher_disagreement_score":0.46051526,"about_ca_system_score_codex":0.0003434805,"about_ca_system_score_gemma":0.0007069709,"threshold_uncertainty_score":0.91808826},"labels":[],"label_agreement":null},{"id":"W4395677870","doi":"10.1111/jocd.16352","title":"Pattern hair loss and health care professionals: How well are we connecting with our audience?","year":2024,"lang":"en","type":"review","venue":"Journal of Cosmetic Dermatology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mediprobe Research (Canada); University of Toronto","funders":"","keywords":"Misinformation; Credibility; Social media; Health care; Health professionals; Quality (philosophy); Public relations; Psychology; Medicine; Internet privacy; Nursing; Computer science; Political science; World Wide Web","score_opus":0.17804237851792268,"score_gpt":0.49636059156061796,"score_spread":0.31831821304269525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395677870","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00021683711,0.8309163,0.000047745798,0.16032471,0.007369352,0.001033022,0.00000780854,0.000025015237,0.000059204685],"genre_scores_gemma":[0.010077264,0.9873842,0.0003288314,0.00057239964,0.00143248,0.00011883694,0.0000037000254,0.000047037396,0.000035226185],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99577236,0.0016744487,0.0009818289,0.0003075151,0.00062670326,0.0006371522],"domain_scores_gemma":[0.9945945,0.0014613809,0.0028361583,0.00015451034,0.00047822107,0.00047520106],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013471965,0.00031793467,0.002067323,0.00045318712,0.0005603086,0.00011445478,0.00039837745,0.0004230036,0.0000136400295],"category_scores_gemma":[0.0010234235,0.00022194385,0.00020890826,0.0005680745,0.0002164254,0.00012043004,0.000066146116,0.0012401751,0.000021004727],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005193456,0.000042920994,0.000998641,0.037309837,0.0001559015,0.00037970397,0.044678908,1.1289498e-7,1.9361666e-9,0.00027528428,0.020293228,0.89586025],"study_design_scores_gemma":[0.00014579439,0.00009651684,0.000034760244,0.029125698,0.00039104384,0.0020213465,0.09193716,6.732855e-7,6.308065e-8,0.00015705914,0.87589586,0.00019400529],"about_ca_topic_score_codex":0.00015958125,"about_ca_topic_score_gemma":0.0012012863,"teacher_disagreement_score":0.89566624,"about_ca_system_score_codex":0.00093463156,"about_ca_system_score_gemma":0.007961721,"threshold_uncertainty_score":0.9976622},"labels":[],"label_agreement":null},{"id":"W4396575553","doi":"10.2196/59671","title":"Correction: Tumor Immunotherapy–Related Information on Internet-Based Videos Commonly Used by the Chinese Population: Content Quality Analysis","year":2024,"lang":"en","type":"erratum","venue":"JMIR Formative Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"The Internet; Computer science; Quality (philosophy); Content (measure theory); Information retrieval; World Wide Web; Mathematics; Philosophy","score_opus":0.14150800250831475,"score_gpt":0.5020742733802208,"score_spread":0.36056627087190607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396575553","genre_codex":"editorial","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2645752,0.0050889985,0.0004430264,0.08650598,0.4006354,0.028296476,0.001256868,0.0015567071,0.21164134],"genre_scores_gemma":[0.9592123,0.00022916873,0.000006933087,0.00062649074,0.0017418165,0.004114497,0.004943609,0.000055930996,0.02906924],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98819786,0.0053875376,0.0014826275,0.00040378864,0.003663594,0.00086457527],"domain_scores_gemma":[0.9893772,0.007362411,0.0009174633,0.0006956637,0.0013820574,0.00026520682],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009238916,0.00041069504,0.0007607001,0.0014414049,0.0015860591,0.0009165432,0.0010465937,0.00071001484,0.0008595722],"category_scores_gemma":[0.00429912,0.0002985984,0.00049141207,0.007021065,0.0007892855,0.0010375081,0.00010512402,0.004426005,0.0008304777],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015055892,0.00018691432,0.0046314998,0.00026562376,0.00047566753,8.592565e-7,0.20172085,0.000014751359,6.0060904e-7,0.0013220262,0.7814496,0.0097810095],"study_design_scores_gemma":[0.00065428775,0.00043908527,0.17635794,0.00058669044,0.00010689594,8.072368e-7,0.036252297,0.005145529,0.000004662317,0.000898864,0.77899426,0.00055868446],"about_ca_topic_score_codex":0.07995594,"about_ca_topic_score_gemma":0.013890653,"teacher_disagreement_score":0.6946371,"about_ca_system_score_codex":0.003795086,"about_ca_system_score_gemma":0.0018160186,"threshold_uncertainty_score":0.9999475},"labels":[],"label_agreement":null},{"id":"W4396580236","doi":"10.2196/49335","title":"Experiences of Women With Medical Abortion Care Reflected in Social Media (VEILLE Study): Noninterventional Retrospective Exploratory Infodemiology Study","year":2024,"lang":"en","type":"article","venue":"JMIR Infodemiology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Nordic Pharma Group","keywords":"Abortion; Exploratory research; Family medicine; Medicine; Obstetrics; Gynecology; Pregnancy; Sociology","score_opus":0.08314480862447961,"score_gpt":0.46999183762338287,"score_spread":0.3868470289989033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396580236","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99290407,0.00024608895,0.000026928521,0.0007105749,0.0031803094,0.0022398208,0.0000053217154,0.00015311448,0.0005337959],"genre_scores_gemma":[0.98698527,0.00002967956,0.00006321419,0.000092072965,0.0010177633,0.011776056,0.000013507359,0.000017856071,0.000004602751],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9941873,0.002715892,0.0010232698,0.0005470512,0.0008139468,0.0007125377],"domain_scores_gemma":[0.9953781,0.0034881015,0.00031023714,0.00017449002,0.00041609898,0.00023297373],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004092149,0.00020317921,0.0006988837,0.00041060953,0.00030759064,0.000019607787,0.00041816971,0.00047896593,0.0005084002],"category_scores_gemma":[0.009466528,0.00018235907,0.000062830615,0.0012957765,0.0010270488,0.00027184782,0.000108456916,0.00072066294,0.000012977919],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012414707,0.0003018749,0.42704356,0.000023616089,0.0000260668,0.000012121964,0.5693172,0.0000017822871,0.0000011541023,0.0018761543,0.00007899264,0.0011932933],"study_design_scores_gemma":[0.00041718554,0.00074069353,0.47503176,0.00004262965,0.000006819817,6.9532143e-7,0.52289355,0.000010915956,7.6287574e-7,0.00057029957,0.00018551588,0.00009915897],"about_ca_topic_score_codex":0.0018195139,"about_ca_topic_score_gemma":0.024934225,"teacher_disagreement_score":0.047988206,"about_ca_system_score_codex":0.0021039348,"about_ca_system_score_gemma":0.0024161753,"threshold_uncertainty_score":0.99887717},"labels":[],"label_agreement":null},{"id":"W4396587368","doi":"10.2196/51530","title":"Evaluating the Problem of Fraudulent Participants in Health Care Research: Multimethod Pilot Study","year":2024,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Psychology; Health care; Reliability (semiconductor); Applied psychology; Gerontology; Medicine; Political science; Disease","score_opus":0.8247026891498169,"score_gpt":0.7294421041849662,"score_spread":0.09526058496485068,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396587368","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97433484,0.0019583246,0.00000930205,0.010185712,0.0006241346,0.010664695,0.000008838089,0.000045796103,0.0021683446],"genre_scores_gemma":[0.99032456,0.00015527896,0.00074087013,0.00001771878,0.00031830624,0.008361623,0.000002902343,0.0000177063,0.00006103147],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.96791995,0.025231052,0.0008251082,0.0003671009,0.004072438,0.0015843344],"domain_scores_gemma":[0.97951925,0.01854717,0.000107116655,0.00029571404,0.0012803741,0.00025036145],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.07717691,0.00009767242,0.00024471054,0.0006817878,0.0016097501,0.00015840352,0.0005881225,0.000059498358,0.00009782726],"category_scores_gemma":[0.006830692,0.000072165414,0.000033244207,0.0040770373,0.00084279274,0.00036250264,0.00021944549,0.0016003444,0.00010965971],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057842553,0.0005114916,0.004257658,0.0005446761,0.0000111856525,0.000001059665,0.8480104,0.000012500604,0.000020226302,0.0028704477,0.0004958569,0.14320666],"study_design_scores_gemma":[0.00039188244,0.006825876,0.069289446,0.0007353984,0.0000024138515,1.0160362e-7,0.91231513,0.0012553153,0.00005112657,0.0033411724,0.005697361,0.000094761126],"about_ca_topic_score_codex":0.048687447,"about_ca_topic_score_gemma":0.014584331,"teacher_disagreement_score":0.14311188,"about_ca_system_score_codex":0.0020974085,"about_ca_system_score_gemma":0.004964679,"threshold_uncertainty_score":0.99969},"labels":[],"label_agreement":null},{"id":"W4396692870","doi":"10.2196/52061","title":"Pediatric Cancer Communication on Twitter: Natural Language Processing and Qualitative Content Analysis","year":2024,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Cancer Institute","keywords":"Sentiment analysis; Social media; Lexicon; Content analysis; Computer science; Psychology; Medicine; Artificial intelligence; World Wide Web","score_opus":0.2114973865631683,"score_gpt":0.5508799106974672,"score_spread":0.3393825241342989,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396692870","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9149378,0.069486454,0.000006705909,0.013073598,0.0013046184,0.0006246724,0.000014371722,0.00009367903,0.00045810634],"genre_scores_gemma":[0.99217665,0.0034805683,0.00006843557,0.0005578061,0.001058574,0.0022346224,0.000010514204,0.000010380737,0.00040245245],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9988129,0.00032587888,0.00016373323,0.00020570458,0.00029400937,0.00019778828],"domain_scores_gemma":[0.99878514,0.0008219891,0.0000884276,0.000103353144,0.000118458,0.0000826446],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051088806,0.00007989011,0.00014013209,0.00018844636,0.00032786885,0.00012151558,0.00011083888,0.0000666398,0.00014135445],"category_scores_gemma":[0.00021630408,0.00007217239,0.0000457841,0.0012106572,0.00012863358,0.00018691183,0.000015448677,0.00021037702,0.000008135624],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010973898,0.00001952432,0.02575377,0.00014154469,0.00006255524,6.604426e-7,0.863615,0.0000039998326,0.0000151632275,0.0005747812,0.0013878212,0.108414225],"study_design_scores_gemma":[0.00042908665,0.000058272657,0.4416206,0.00053441356,0.0009317876,2.0546395e-7,0.49821654,0.0016845805,0.000058192716,0.00046756808,0.055369675,0.0006291155],"about_ca_topic_score_codex":0.036390845,"about_ca_topic_score_gemma":0.015484081,"teacher_disagreement_score":0.4158668,"about_ca_system_score_codex":0.0005929707,"about_ca_system_score_gemma":0.0005081197,"threshold_uncertainty_score":0.9700259},"labels":[],"label_agreement":null},{"id":"W4396882841","doi":"10.2196/55680","title":"Using Twitter (X) to Mobilize Knowledge for First Contact Physiotherapists: Qualitative Study","year":2024,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Qualitative research; Social media; Medicine; Internet privacy; Knowledge management; Computer science; World Wide Web; Sociology; Social science","score_opus":0.5644967878628135,"score_gpt":0.6882642285706347,"score_spread":0.1237674407078212,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396882841","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9467736,0.001820947,0.0018995113,0.039118517,0.007683869,0.0020952406,0.000002511717,0.000020059151,0.00058576476],"genre_scores_gemma":[0.9929161,0.00012272906,0.0002971853,0.00015835917,0.005754365,0.00024905542,3.671903e-7,0.000022061393,0.00047977953],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9938015,0.0022698825,0.0005895452,0.00021480313,0.0026310778,0.000493189],"domain_scores_gemma":[0.98008585,0.017741706,0.0000928524,0.00011376909,0.0012420039,0.0007238117],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.025975596,0.00008935913,0.00028274462,0.0004344854,0.00023175591,0.00022726256,0.0007298756,0.00015938649,0.0011039162],"category_scores_gemma":[0.022864249,0.00006997175,0.00012068652,0.00078456313,0.0002736731,0.00018272018,0.00007958868,0.0009154674,0.00006730281],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013182535,0.00051442557,0.0002858736,0.00022231891,0.00009566043,0.000024041154,0.92882115,3.871006e-7,0.00004661346,0.0022234614,0.059507843,0.008126415],"study_design_scores_gemma":[0.0007367227,0.0021638647,0.0005102835,0.0021346554,0.00001691731,0.0000055367714,0.6563004,0.00068123435,0.00005622567,0.002915486,0.33434248,0.0001361985],"about_ca_topic_score_codex":0.005804697,"about_ca_topic_score_gemma":0.003985289,"teacher_disagreement_score":0.27483463,"about_ca_system_score_codex":0.0013065848,"about_ca_system_score_gemma":0.0028572453,"threshold_uncertainty_score":0.9998092},"labels":[],"label_agreement":null},{"id":"W4396903254","doi":"10.1002/jgc4.1908","title":"Exploring the role of digital tools in rare disease management: An interview‐based study","year":2024,"lang":"en","type":"article","venue":"Journal of Genetic Counseling","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Genetics","funders":"","keywords":"Public health; Genetic counseling; Medicine; Rare disease; Human genetics; Disease; Family medicine; Nursing; Pathology; Genetics; Biology","score_opus":0.2026530501295956,"score_gpt":0.39619035018957327,"score_spread":0.19353730005997766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396903254","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99167794,0.004384824,0.0001646649,0.00084047567,0.0022534789,0.0005331585,0.000002040856,0.00001002521,0.00013340327],"genre_scores_gemma":[0.9983838,0.00069340767,0.00014556726,0.000026363248,0.0006651105,0.00007101137,4.4145787e-7,0.00000983033,0.000004469712],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99844444,0.0002687221,0.00048386722,0.00009908894,0.00054442696,0.00015948518],"domain_scores_gemma":[0.99876976,0.00071769237,0.00014476608,0.000114425005,0.00013480052,0.000118572156],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017067346,0.000062746454,0.00012699868,0.00017083004,0.00010854007,0.0002010631,0.00028120683,0.00001493343,0.000021964119],"category_scores_gemma":[0.00050521793,0.000050163937,0.00006287537,0.00043307245,0.000043607255,0.0004822149,0.000013592023,0.00015339689,0.0000026244888],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036870508,0.0002586271,0.06388392,0.00011174021,0.000029364977,0.000045530935,0.1686206,0.00065741804,0.000008988669,0.00017137379,0.000009524164,0.76616603],"study_design_scores_gemma":[0.0005347429,0.00037087052,0.44286847,0.0015755923,0.00019896514,0.0000017820995,0.5161988,0.0020368719,0.00001706767,0.0048396443,0.031133538,0.00022367056],"about_ca_topic_score_codex":0.00009036435,"about_ca_topic_score_gemma":0.00018695873,"teacher_disagreement_score":0.76594234,"about_ca_system_score_codex":0.00014008021,"about_ca_system_score_gemma":0.00036619316,"threshold_uncertainty_score":0.2045626},"labels":[],"label_agreement":null},{"id":"W4396977029","doi":"10.1007/s10459-024-10338-y","title":"How the knowledge shared using social media is taken up into health professions education practice: A qualitative descriptive study","year":2024,"lang":"en","type":"article","venue":"Advances in Health Sciences Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Centre for Interdisciplinary Research in Rehabilitation","funders":"Social Sciences and Humanities Research Council; Social Sciences and Humanities Research Council of Canada","keywords":"Social media; Knowledge translation; Misinformation; Psychology; Qualitative research; Content analysis; Knowledge sharing; Psychological intervention; Medical education; Public relations; Sociology; Knowledge management; Medicine; Computer science; World Wide Web; Political science","score_opus":0.2840191069499115,"score_gpt":0.6089516093436732,"score_spread":0.3249325023937617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396977029","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15426616,0.13464074,0.0007427805,0.5947565,0.09872887,0.014060197,0.000027665814,0.00029375806,0.0024833719],"genre_scores_gemma":[0.9762087,0.0046350253,0.007692887,0.0023838128,0.004223905,0.004462401,0.000028233671,0.000035679208,0.0003293426],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98980963,0.00621302,0.00093474035,0.0008962892,0.001210731,0.0009355995],"domain_scores_gemma":[0.9891647,0.008453118,0.00091998774,0.0002766583,0.00078601757,0.00039953605],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.013690574,0.00026328044,0.00039025085,0.0006357969,0.0054588052,0.00064454216,0.0007208238,0.00013497821,0.000041850744],"category_scores_gemma":[0.013186047,0.00022156288,0.00006531859,0.005485826,0.0012370037,0.0044617774,0.00007049713,0.00066652364,0.000023698443],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000009854743,0.00054483645,0.001002766,0.00024018539,0.0000046913665,7.1463276e-8,0.7757968,0.0000021211126,8.806832e-7,0.024545437,0.0023335181,0.19551885],"study_design_scores_gemma":[0.00009034037,0.0001399486,0.002240084,0.0005840674,0.000010925317,0.0000010148615,0.8246053,0.00010319294,0.0000010894715,0.016714495,0.15533222,0.00017731199],"about_ca_topic_score_codex":0.041993175,"about_ca_topic_score_gemma":0.048757184,"teacher_disagreement_score":0.82194257,"about_ca_system_score_codex":0.0053984993,"about_ca_system_score_gemma":0.065121725,"threshold_uncertainty_score":0.9984196},"labels":[],"label_agreement":null},{"id":"W4396983519","doi":"10.69520/jipe.v4i1.101","title":"Pandemic transition to online for healthcare profession education: A webscrape seeking perspectives of innovation and digital equity","year":2022,"lang":"en","type":"article","venue":"Journal of innovation in polytechnic education.","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Keyano College; University of Saskatchewan; Saskatchewan Polytechnic","funders":"","keywords":"Equity (law); Pandemic; Health care; Transition (genetics); Public relations; Health equity; Digital health; Coronavirus disease 2019 (COVID-19); Business; Sociology; Internet privacy; Political science; Economic growth; Medicine; Economics; Computer science","score_opus":0.09156655306929075,"score_gpt":0.4635276426391696,"score_spread":0.3719610895698789,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396983519","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9343508,0.0007607568,0.0026805429,0.056246202,0.0038006557,0.0019459588,0.00003639584,0.000025820787,0.00015287785],"genre_scores_gemma":[0.9913384,0.000092645016,0.005471113,0.0010553821,0.0011031406,0.00075737067,0.00008717238,0.000017465842,0.00007733],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9971062,0.00021594076,0.0016262741,0.00020178234,0.0006215904,0.00022821107],"domain_scores_gemma":[0.9938721,0.0005017428,0.0016767982,0.00013374054,0.0037398627,0.000075779266],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003347599,0.000113170485,0.0002561409,0.0020261328,0.00050071644,0.000044158514,0.00024019013,0.00011187954,0.000037193993],"category_scores_gemma":[0.0058956565,0.0001313255,0.00003282473,0.006688152,0.00010170996,0.0006461498,0.000046226047,0.00042791883,2.580616e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031349386,0.0024630823,0.05363675,0.00037513056,0.000022174236,1.614129e-7,0.22919361,0.00004721625,0.0039986367,0.22630207,0.0041594068,0.47948828],"study_design_scores_gemma":[0.0008602594,0.00084102753,0.08750593,0.0007449905,0.000028247898,0.000027309716,0.82538176,0.000035495472,0.00015045922,0.04377493,0.040316053,0.00033353613],"about_ca_topic_score_codex":0.00044420478,"about_ca_topic_score_gemma":0.00013259111,"teacher_disagreement_score":0.5961881,"about_ca_system_score_codex":0.0017194885,"about_ca_system_score_gemma":0.011478702,"threshold_uncertainty_score":0.9941253},"labels":[],"label_agreement":null},{"id":"W4396991371","doi":"10.1681/asn.20223311s115a","title":"#AskRenal: Use of an Automated Twitter Account to Crowdsource Nephrology Queries","year":2022,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; University of Ottawa","funders":"","keywords":"Crowdsourcing; Computer science; Nephrology; World Wide Web; Data science; Internal medicine; Medicine","score_opus":0.07449315318764631,"score_gpt":0.38906207126530534,"score_spread":0.314568918077659,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396991371","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94162136,0.000052478408,0.000042057753,0.056642573,0.0012084129,0.00037327656,0.000010979469,0.000032337208,0.0000165158],"genre_scores_gemma":[0.95295465,0.00008427081,0.0069724414,0.039039683,0.0008334868,0.000054400552,0.0000012599054,0.000022689683,0.00003709172],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99625695,0.0017236541,0.00072762946,0.00016148898,0.00071415916,0.00041612054],"domain_scores_gemma":[0.9952511,0.0015977455,0.0022082045,0.00030636598,0.0004566889,0.0001798597],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017412554,0.0001250841,0.0005922076,0.00011250736,0.0005525125,0.000016352798,0.0008700198,0.00008389397,0.00015536736],"category_scores_gemma":[0.00080145296,0.000108031316,0.00033841492,0.0010986631,0.002023041,0.0002143599,0.00020760576,0.0004908596,0.0000014491749],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014171107,0.00088853354,0.059042025,0.000053335723,0.00057397777,0.0000061086757,0.42195517,0.004308043,0.069123335,0.00054787216,0.42984563,0.01223886],"study_design_scores_gemma":[0.0003143538,0.0014325819,0.32807848,0.000009519599,0.00008083202,0.000039012328,0.04699244,0.00020185144,0.0001472977,0.00032556016,0.6222465,0.00013154568],"about_ca_topic_score_codex":0.010952834,"about_ca_topic_score_gemma":0.00037271864,"teacher_disagreement_score":0.37496272,"about_ca_system_score_codex":0.00037612554,"about_ca_system_score_gemma":0.0010532414,"threshold_uncertainty_score":0.9956333},"labels":[],"label_agreement":null},{"id":"W4398161567","doi":"10.1007/s00266-024-04140-9","title":"Correction: A Systematic Review on the Reinforcement Loop in Aesthetic Medicine and Surgery: The Interplay of Social Media, Self-Perception, and Repeat Procedures","year":2024,"lang":"en","type":"review","venue":"Aesthetic Plastic Surgery","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Otorhinolaryngology; Perception; Medicine; Plastic surgery; Reinforcement; Surgery; Social psychology; Psychology; Neuroscience","score_opus":0.08181306110467584,"score_gpt":0.37660106284839256,"score_spread":0.2947880017437167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398161567","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007518744,0.9771543,0.0000010986796,0.007752377,0.010279664,0.0038692327,0.0000036264682,0.00006996732,0.0001178525],"genre_scores_gemma":[0.003774068,0.9917216,0.0000011793223,0.00035885532,0.00043686197,0.0035900802,0.00002017031,0.000049327344,0.000047861504],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99331677,0.0027145708,0.0020377946,0.00049917673,0.00096939446,0.00046230256],"domain_scores_gemma":[0.9104514,0.08744994,0.0013186006,0.0004216685,0.00018901155,0.00016936356],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.008832404,0.0004685103,0.0027681096,0.0004926826,0.00044919114,0.000065702145,0.00029383763,0.00030872057,0.00008271954],"category_scores_gemma":[0.052507933,0.00024854008,0.0003179726,0.0014591832,0.0010474391,0.00006885387,0.000058202288,0.00063968595,0.000041297477],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011772158,0.00008048451,0.00006254321,0.74948436,0.000090343594,0.000016886133,0.06586645,1.5584855e-7,8.851175e-9,0.0017859477,0.06842708,0.11417396],"study_design_scores_gemma":[0.00004615674,0.00004122245,0.00004928282,0.86094767,0.0024864797,0.00020597597,0.008380678,0.00001147394,1.1649461e-8,0.000103897764,0.12738769,0.00033947022],"about_ca_topic_score_codex":0.00043161967,"about_ca_topic_score_gemma":0.00048008768,"teacher_disagreement_score":0.11383449,"about_ca_system_score_codex":0.00045556377,"about_ca_system_score_gemma":0.0019217104,"threshold_uncertainty_score":0.99999666},"labels":[],"label_agreement":null},{"id":"W4398167170","doi":"10.2196/53624","title":"Data-Driven Fundraising: Strategic Plan for Medical Education","year":2024,"lang":"en","type":"article","venue":"JMIR Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Outreach; Safeguarding; Public relations; Best practice; Plan (archaeology); Process (computing); Business; Analytics; Political science; Medicine; Computer science; Data science","score_opus":0.19170679714856032,"score_gpt":0.516446253920746,"score_spread":0.32473945677218563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398167170","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26227257,0.006490294,0.0009572804,0.5238884,0.15296826,0.008819055,0.000104654275,0.001199742,0.043299716],"genre_scores_gemma":[0.9442622,0.0008273692,0.0016827936,0.006293321,0.035208255,0.00756223,0.0027535823,0.000074807824,0.0013354254],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961506,0.0003447428,0.0005500215,0.00061972655,0.0018188655,0.0005160275],"domain_scores_gemma":[0.99558675,0.0022081784,0.00012411134,0.00047906587,0.00028478474,0.0013171043],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0025760871,0.00016521993,0.00021181119,0.00022476619,0.00051974016,0.00025615605,0.0009812517,0.00058973226,0.0038151655],"category_scores_gemma":[0.017596647,0.00016610573,0.0000648768,0.00073970336,0.00039790344,0.00055460405,0.00006134313,0.00050359836,0.00023459205],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015663263,0.0008624324,0.0008208866,0.00041358513,0.0000214259,0.0000012628776,0.02140532,1.6006652e-7,0.0000029035405,0.2126143,0.24244733,0.5213947],"study_design_scores_gemma":[0.00015496509,0.000051208273,0.0014352844,0.0006721323,0.000035762307,0.0000073345636,0.015182534,0.0018936199,0.0000014037222,0.017054403,0.96329176,0.00021957984],"about_ca_topic_score_codex":0.0022788087,"about_ca_topic_score_gemma":0.002919495,"teacher_disagreement_score":0.72084445,"about_ca_system_score_codex":0.0005886921,"about_ca_system_score_gemma":0.08228876,"threshold_uncertainty_score":0.99709547},"labels":[],"label_agreement":null},{"id":"W4398208964","doi":"10.1097/01.hjh.0001020904.50553.de","title":"WEBSITES IN VASCULAR HEALTH: A TOOL FOR WHOM? USER CHARACTERISTICS AND MOTIVATIONS","year":2024,"lang":"en","type":"article","venue":"Journal of Hypertension","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Université du Québec à Trois-Rivières; Université de Montréal; Université de Sherbrooke","funders":"","keywords":"Medicine; Internet privacy; World Wide Web","score_opus":0.1166333662945865,"score_gpt":0.37782941417829435,"score_spread":0.26119604788370787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398208964","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9667027,0.0031690812,0.00028063805,0.026031815,0.003335794,0.00045380768,0.0000030866788,0.000012170252,0.00001090564],"genre_scores_gemma":[0.99098545,0.003228154,0.0031896215,0.0007937734,0.0017144022,0.000034577162,0.0000031173881,0.000013410646,0.00003748534],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9990402,0.00012717965,0.0003611198,0.00008243047,0.00022385224,0.00016521705],"domain_scores_gemma":[0.9980722,0.001427252,0.00012929452,0.000045476034,0.000231795,0.000093950424],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014792898,0.00005031478,0.00018922343,0.00017943309,0.00023938781,0.000087472676,0.00005291894,0.000066588735,0.00001380329],"category_scores_gemma":[0.0038918306,0.000043710374,0.00005111879,0.00024422846,0.000058814774,0.00024908016,0.0000074015225,0.00015095584,0.0000037015407],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013151992,0.0005638438,0.34326944,0.0012305374,0.00012528064,0.00007237801,0.12781407,0.000011458837,0.0033955672,0.018965974,0.037854526,0.4665654],"study_design_scores_gemma":[0.00035540722,0.00014946217,0.5171818,0.00068619184,0.000029951349,0.000014003538,0.0026691477,0.00031491593,0.000012966388,0.0015037403,0.47698462,0.000097792225],"about_ca_topic_score_codex":0.0003265488,"about_ca_topic_score_gemma":0.00013516759,"teacher_disagreement_score":0.46646762,"about_ca_system_score_codex":0.00017555176,"about_ca_system_score_gemma":0.00078648305,"threshold_uncertainty_score":0.4659166},"labels":[],"label_agreement":null},{"id":"W4398272285","doi":"10.7910/dvn/3cs5es/ftc8bt","title":"query_details.csv","year":2019,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Simon Fraser University","funders":"","keywords":"Computer science; World Wide Web; Information retrieval; Internet privacy","score_opus":0.09425430731786494,"score_gpt":0.37903896750622235,"score_spread":0.2847846601883574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398272285","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000036373043,0.0000034494426,0.0000019572744,0.00017694465,0.027653882,0.0016090481,0.96896905,0.00007435435,0.0014749398],"genre_scores_gemma":[0.0000054482416,0.0015937878,0.00010299168,0.0007349594,0.0040913546,0.00035195987,0.9922015,0.000023682285,0.0008942894],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99698675,0.0005608275,0.0003845815,0.00052101916,0.00089352456,0.00065328536],"domain_scores_gemma":[0.9964093,0.0014482916,0.00035823003,0.0012626083,0.0001678302,0.00035374868],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012081068,0.00025315306,0.00040210466,0.00020814044,0.0004980722,0.00015726514,0.0011056992,0.0007049704,0.059502207],"category_scores_gemma":[0.0065612835,0.00029080515,0.00011234671,0.00039781397,0.00031879792,0.0004183018,0.0001693024,0.0006301135,0.48392743],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009153546,0.000052521653,0.00006864717,0.000119585915,0.000019154486,0.000007627258,0.00095009763,3.1166513e-7,2.511614e-7,0.00017471435,0.9978258,0.0007721506],"study_design_scores_gemma":[0.000137069,0.000015681631,0.00013996736,0.00007599817,0.000076060875,6.36916e-7,0.0012381743,5.3195316e-7,5.4262034e-7,0.00004335764,0.9979739,0.00029803498],"about_ca_topic_score_codex":0.029562088,"about_ca_topic_score_gemma":0.010670062,"teacher_disagreement_score":0.4244252,"about_ca_system_score_codex":0.00059881445,"about_ca_system_score_gemma":0.0023672741,"threshold_uncertainty_score":0.9999544},"labels":[],"label_agreement":null},{"id":"W4398310352","doi":"10.7910/dvn/3cs5es/q6qml0","title":"plos_one_articles.tab","year":2019,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Simon Fraser University","funders":"","keywords":"World Wide Web; Computer science; Data science; Internet privacy; Sociology","score_opus":0.11218562860727598,"score_gpt":0.37584650221708304,"score_spread":0.26366087360980706,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398310352","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00035934162,0.0000021804378,0.0000010112853,0.00017137936,0.011698883,0.0012451782,0.98586226,0.000063443076,0.0005963272],"genre_scores_gemma":[0.000040262006,0.0008878424,0.00012113778,0.0006827236,0.0035868718,0.0002424733,0.99418896,0.000017810866,0.00023190364],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976888,0.00037184785,0.00029488065,0.00038153777,0.000724305,0.00053862913],"domain_scores_gemma":[0.99733055,0.0010629217,0.00022616432,0.0009652977,0.00012190475,0.00029319146],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00085595314,0.00017200311,0.00027728637,0.0001318358,0.0004078571,0.000114572445,0.00075614225,0.0003839811,0.029537246],"category_scores_gemma":[0.005211673,0.00019663016,0.00007061674,0.0003128714,0.00025242844,0.00037127364,0.0001440357,0.0003901411,0.43523577],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009452667,0.000081726896,0.00010993629,0.00007295786,0.000015999633,0.0000051277357,0.0014375412,2.6736168e-7,0.000001125787,0.00013401764,0.9975732,0.000558672],"study_design_scores_gemma":[0.00016010068,0.000019517243,0.00019449115,0.000055551078,0.000062936044,2.9747156e-7,0.0013091903,0.0000010862215,0.0000022183165,0.00005526248,0.99792963,0.00020973681],"about_ca_topic_score_codex":0.023896826,"about_ca_topic_score_gemma":0.0064085345,"teacher_disagreement_score":0.4056985,"about_ca_system_score_codex":0.0004293362,"about_ca_system_score_gemma":0.001395574,"threshold_uncertainty_score":0.98260313},"labels":[],"label_agreement":null},{"id":"W4398347515","doi":"10.7910/dvn/3cs5es/ex5yrg","title":"altmetric_counts.tab","year":2019,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Simon Fraser University","funders":"","keywords":"Computer science; World Wide Web; Data science","score_opus":0.1046424620031006,"score_gpt":0.3875665283942012,"score_spread":0.28292406639110057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398347515","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000025446461,0.0000065177574,0.000003119433,0.000088621804,0.03359299,0.0016099644,0.9632322,0.000060749066,0.0013803485],"genre_scores_gemma":[0.0000063071943,0.003117532,0.000100711695,0.0005702769,0.006311022,0.0003124934,0.9889736,0.000021226417,0.00058683293],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968742,0.00041625745,0.00038312734,0.00052249606,0.0011550257,0.0006488724],"domain_scores_gemma":[0.9956321,0.0022138427,0.00036281333,0.0012349244,0.00022006815,0.00033624712],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001429256,0.00024122879,0.00039436022,0.00037666838,0.0004889344,0.00015213131,0.0011392449,0.0006363661,0.054280426],"category_scores_gemma":[0.011863253,0.000278893,0.00010313035,0.00089568656,0.00025393337,0.00035502797,0.00018304218,0.00058618136,0.4000062],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008269507,0.000060451217,0.00006563951,0.000101639525,0.000019906865,0.0000061227865,0.00080343115,2.0090445e-7,9.3419494e-8,0.00008724934,0.9965443,0.0023027074],"study_design_scores_gemma":[0.00016199145,0.000020937685,0.00018445056,0.000057901423,0.00007928747,5.1616723e-7,0.0009727243,6.547184e-7,2.39806e-7,0.000031067655,0.9982098,0.00028043526],"about_ca_topic_score_codex":0.053283084,"about_ca_topic_score_gemma":0.0068933624,"teacher_disagreement_score":0.34572577,"about_ca_system_score_codex":0.00086219277,"about_ca_system_score_gemma":0.0027039766,"threshold_uncertainty_score":0.9999663},"labels":[],"label_agreement":null},{"id":"W4398480343","doi":"10.7910/dvn/h3hx6k/9zdpi2","title":"manifest.xml","year":2019,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"XML; Reflection (computer programming); Computer science; Information retrieval; World Wide Web; Programming language","score_opus":0.10028044022605652,"score_gpt":0.3836975453826431,"score_spread":0.2834171051565866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398480343","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000042583983,0.0000026087919,0.0000014004062,0.000116141375,0.027510794,0.001531318,0.96860445,0.00006737929,0.0021233219],"genre_scores_gemma":[0.000006893768,0.001537012,0.000106365806,0.0006492839,0.004631962,0.0003027082,0.9920818,0.000022596656,0.0006613836],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972865,0.00043346986,0.0003427516,0.0004900796,0.00084136846,0.0006058091],"domain_scores_gemma":[0.99683243,0.0012363632,0.00032345197,0.0011468921,0.00013977401,0.00032110026],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001056202,0.0002311427,0.00034286967,0.00017936982,0.00046671781,0.00013670405,0.0010752289,0.0006387124,0.06177359],"category_scores_gemma":[0.0052674585,0.00026790285,0.00009277738,0.00032112,0.000263918,0.00034788312,0.00017362721,0.00055737625,0.49648422],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000074910026,0.000051699815,0.00006848098,0.00012382706,0.000015711676,0.0000118746275,0.0009564729,1.9408206e-7,2.0794677e-7,0.00026761182,0.9979288,0.00056765863],"study_design_scores_gemma":[0.00013429008,0.000020655923,0.00019233624,0.000077497265,0.00006764608,9.746504e-7,0.0011703972,4.0344622e-7,4.6994847e-7,0.000045625584,0.9980161,0.00027359903],"about_ca_topic_score_codex":0.03203166,"about_ca_topic_score_gemma":0.007071932,"teacher_disagreement_score":0.43471065,"about_ca_system_score_codex":0.0005633464,"about_ca_system_score_gemma":0.0019044043,"threshold_uncertainty_score":0.9999773},"labels":[],"label_agreement":null},{"id":"W4398496361","doi":"10.7910/dvn/3cs5es","title":"Data for: How much research shared on Facebook is hidden from public view?","year":2019,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Simon Fraser University","funders":"","keywords":"Computer science; World Wide Web; Data science; Internet privacy","score_opus":0.529244848954486,"score_gpt":0.4903139649331111,"score_spread":0.0389308840213749,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398496361","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00003648309,0.000011407271,0.0000045025577,0.00444268,0.011389463,0.007875777,0.975556,0.000071174785,0.00061250664],"genre_scores_gemma":[0.000010811816,0.0020677792,0.00043479438,0.0013457458,0.0062359553,0.0024526012,0.9861052,0.000058294245,0.0012888394],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99232787,0.0016173623,0.0004847017,0.0016911059,0.0024918448,0.0013871167],"domain_scores_gemma":[0.9837648,0.008542026,0.00044543785,0.005872085,0.0007320736,0.00064357405],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0055876626,0.00039407442,0.00065309386,0.0005056136,0.0013483845,0.0011139393,0.0063618645,0.0010416659,0.048041765],"category_scores_gemma":[0.031222178,0.00043249142,0.0001123246,0.0006631695,0.0005599114,0.0014390833,0.0014123893,0.0013567773,0.17900117],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043148557,0.000113566144,0.000027601514,0.00016614977,0.00006559556,0.0000037503526,0.002008803,7.2638224e-9,0.0000012572834,0.00020924209,0.99300605,0.0043548224],"study_design_scores_gemma":[0.00043527063,0.000074289535,0.000058650152,0.00020916793,0.000070156515,1.4241132e-7,0.00502784,0.000008530884,0.0000021467752,0.00036129454,0.99334455,0.00040794484],"about_ca_topic_score_codex":0.02481984,"about_ca_topic_score_gemma":0.018374508,"teacher_disagreement_score":0.1309594,"about_ca_system_score_codex":0.0011160463,"about_ca_system_score_gemma":0.004709698,"threshold_uncertainty_score":0.9999517},"labels":[],"label_agreement":null},{"id":"W4398573716","doi":"10.7910/dvn/pumcej","title":"100,000 hours","year":2019,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science","score_opus":0.09774373842372024,"score_gpt":0.38413300571158027,"score_spread":0.28638926728786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398573716","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000881525,0.0000036556464,0.0000011878257,0.000104525396,0.0269162,0.0015072162,0.9698933,0.00007312911,0.001412629],"genre_scores_gemma":[0.000011046444,0.0017002219,0.0000892629,0.00070927985,0.0045940415,0.00031374284,0.9920919,0.000025655147,0.00046485924],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.997053,0.00049177493,0.00034957612,0.0005103635,0.00091807474,0.0006771985],"domain_scores_gemma":[0.9966011,0.0013203266,0.0003497244,0.0012025848,0.00014977339,0.0003764645],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011525097,0.0002486806,0.00038112732,0.00021819414,0.00046846765,0.00014884751,0.0011600177,0.0006841371,0.06840148],"category_scores_gemma":[0.005658777,0.00028613448,0.00010131843,0.00041021727,0.00033081527,0.00037343247,0.0001650463,0.00060082757,0.35520145],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009461718,0.000056765737,0.00014617908,0.0000807193,0.000017682554,0.0000069245366,0.0012582715,3.6317826e-7,1.770334e-7,0.00007086391,0.99715316,0.0011994147],"study_design_scores_gemma":[0.0001509075,0.000023575758,0.0003474182,0.000092747534,0.00007759629,5.3401294e-7,0.0014934761,2.2387401e-7,7.383862e-7,0.000031681357,0.9974864,0.00029468923],"about_ca_topic_score_codex":0.052397795,"about_ca_topic_score_gemma":0.0069189407,"teacher_disagreement_score":0.28679997,"about_ca_system_score_codex":0.00061699323,"about_ca_system_score_gemma":0.0019683382,"threshold_uncertainty_score":0.99995905},"labels":[],"label_agreement":null},{"id":"W4398780580","doi":"10.1016/j.jpain.2024.104580","title":"Codesign and Evaluation of Pain Science Messages on Social Media With Adolescents With a History of Chronic Pain","year":2024,"lang":"en","type":"article","venue":"Journal of Pain","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"National Health and Medical Research Council; Australian Pain Society","keywords":"Chronic pain; Social media; Physical therapy; Psychology; Medicine; Computer science; World Wide Web","score_opus":0.12991166993667938,"score_gpt":0.39969115307620395,"score_spread":0.2697794831395246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398780580","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98202103,0.0070181936,0.0025488334,0.004282013,0.0023697359,0.0011190259,0.0000031705506,0.000024424784,0.0006135421],"genre_scores_gemma":[0.9986412,0.000114339084,0.0002858355,0.00007674277,0.00083776616,0.000023089084,3.6781665e-7,0.000009612216,0.000011062079],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99330086,0.003856892,0.00038120916,0.00014798695,0.002088621,0.00022444432],"domain_scores_gemma":[0.9954475,0.003018832,0.00053678895,0.00007016348,0.0007906648,0.00013604402],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.06073587,0.00008927584,0.00023189484,0.00030841606,0.00015101246,0.000024174935,0.00018914549,0.000075071745,0.00003765861],"category_scores_gemma":[0.010489602,0.00006882201,0.000036351783,0.0005700382,0.0011100888,0.00025072068,0.000007228445,0.00022732794,4.4124374e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034127967,0.00042193808,0.024247684,0.0012548751,0.000067761255,0.000011846317,0.25904843,0.00010808798,0.0024338434,0.0024256324,0.008383443,0.70125514],"study_design_scores_gemma":[0.008963013,0.015029713,0.6449995,0.043191925,0.0016386069,0.000023095294,0.20694132,0.03432389,0.0016987581,0.009292654,0.0320753,0.0018221979],"about_ca_topic_score_codex":0.0002403201,"about_ca_topic_score_gemma":0.00082917296,"teacher_disagreement_score":0.69943297,"about_ca_system_score_codex":0.0025928142,"about_ca_system_score_gemma":0.010478003,"threshold_uncertainty_score":0.9978455},"labels":[],"label_agreement":null},{"id":"W4398863729","doi":"10.7910/dvn/zy8vlw","title":"#metoo Digital Media Collection - Third quarter 2022","year":2023,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Computer science; Geography; Archaeology","score_opus":0.05834166847083669,"score_gpt":0.3432891375669642,"score_spread":0.28494746909612756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398863729","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00006156537,0.0000021380445,0.0000029052624,0.00024657155,0.03955627,0.001663096,0.95723855,0.0002550803,0.00097380084],"genre_scores_gemma":[0.000005589259,0.0012992818,0.000032464883,0.00022300387,0.0058204285,0.0010102798,0.9908804,0.000032971784,0.0006955369],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965315,0.0003885975,0.000490494,0.0005992421,0.0013006788,0.0006895209],"domain_scores_gemma":[0.99518275,0.0030319446,0.00036444198,0.00080631464,0.00020079086,0.00041374887],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012356032,0.0002836612,0.00039959064,0.00041716732,0.0009127802,0.00043180562,0.0008378718,0.0007180004,0.0067025237],"category_scores_gemma":[0.015108315,0.00032819284,0.00013206215,0.0013390336,0.00036485633,0.0008380418,0.00017453346,0.0007087131,0.36790928],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018330074,0.000063565865,0.000054825156,0.00005055505,0.000029889075,0.000016291613,0.0038346439,1.3042875e-7,1.8503495e-7,0.0000590899,0.99517304,0.0006994541],"study_design_scores_gemma":[0.00018520332,0.000032864613,0.00043110203,0.00005944461,0.00007029478,9.3439934e-7,0.0059049036,0.0000014967104,3.4969383e-7,0.00018673087,0.9928118,0.00031487943],"about_ca_topic_score_codex":0.033854313,"about_ca_topic_score_gemma":0.033541527,"teacher_disagreement_score":0.36120677,"about_ca_system_score_codex":0.0008698586,"about_ca_system_score_gemma":0.0018400722,"threshold_uncertainty_score":0.99991703},"labels":[],"label_agreement":null},{"id":"W4399055759","doi":"10.2196/53810","title":"Time for Medicine and Public Health to Leave Platform X","year":2024,"lang":"en","type":"article","venue":"JMIR Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Vetenskapsrådet; Forskningsrådet i Sydöstra Sverige","keywords":"Social media; Microblogging; Public relations; Knowledge translation; The Internet; Government (linguistics); Internet privacy; Digital media; Computer science; Knowledge management; World Wide Web; Business; Political science","score_opus":0.14088914103776148,"score_gpt":0.5094742741669888,"score_spread":0.36858513312922725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399055759","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.098558284,0.0019372451,0.00030759154,0.8816974,0.011577362,0.0030439496,0.0000033101846,0.00019722126,0.0026776118],"genre_scores_gemma":[0.876547,0.0014887588,0.0025871468,0.060812175,0.038072612,0.016419223,0.0002503402,0.00008586563,0.0037369118],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99823713,0.000108200235,0.0002991215,0.00026977406,0.0006660657,0.0004196947],"domain_scores_gemma":[0.99653465,0.0017977491,0.00005462653,0.00010442442,0.00014779001,0.0013607452],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0025286744,0.000084424195,0.00016525469,0.00022339594,0.0003864462,0.000064919215,0.00015060203,0.0001599021,0.0010526577],"category_scores_gemma":[0.01643208,0.00007661972,0.000024233772,0.0006247758,0.00031454986,0.0002117439,0.000016255715,0.00016773374,0.00013806303],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000031971383,0.00006717903,0.00014863051,0.0001418902,0.0000041380545,9.2751854e-8,0.13841973,7.731464e-9,0.0000017167029,0.040858295,0.20746386,0.61289126],"study_design_scores_gemma":[0.000094700794,0.00012703816,0.0017525612,0.00029080658,0.0000038852813,0.000001341785,0.020901177,0.00008465814,4.9028085e-7,0.0035741949,0.9730904,0.00007871672],"about_ca_topic_score_codex":0.0025584307,"about_ca_topic_score_gemma":0.00077830703,"teacher_disagreement_score":0.82088524,"about_ca_system_score_codex":0.00059825304,"about_ca_system_score_gemma":0.011097116,"threshold_uncertainty_score":0.9998605},"labels":[],"label_agreement":null},{"id":"W4399097281","doi":"10.1002/aet2.10995","title":"<scp>FOAM</scp> authorship: Who's teaching our learners?","year":2024,"lang":"en","type":"article","venue":"AEM Education and Training","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social media; Content analysis; Psychology; Library science; Sociology; Political science; Social science; Computer science; Law","score_opus":0.14634202907806934,"score_gpt":0.44627109044305835,"score_spread":0.299929061364989,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399097281","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84467995,0.0024913542,0.00008756065,0.032260977,0.0179833,0.00053254224,0.0000016120906,0.00036454835,0.10159816],"genre_scores_gemma":[0.987798,0.00016762661,0.000997387,0.000625743,0.003895475,0.00022182825,0.000010925868,0.000022789049,0.0062602786],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985012,0.00037458714,0.00019989007,0.0002868739,0.00026865874,0.00036882062],"domain_scores_gemma":[0.9980807,0.0013978644,0.000062198735,0.00009711713,0.0000555022,0.00030664422],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020269929,0.000103445214,0.00012483323,0.00017816889,0.00087252987,0.0003573821,0.000116430645,0.00014347126,0.00002793646],"category_scores_gemma":[0.0057394477,0.00011392066,0.00004081781,0.000355806,0.00007868198,0.00038186891,0.000012605596,0.00045031306,0.00007440313],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[2.3345578e-7,0.000023046021,0.0023731294,0.000034766286,0.0000065139175,3.7210415e-7,0.48808035,3.301473e-7,0.0000061351016,0.09383989,0.007237169,0.40839806],"study_design_scores_gemma":[0.00003805028,0.000014241766,0.0137065025,0.0001348909,0.000016960634,0.0000025023846,0.38894638,0.00005094209,0.0000041325543,0.0054025003,0.59163004,0.000052833493],"about_ca_topic_score_codex":0.0020034555,"about_ca_topic_score_gemma":0.0003047417,"teacher_disagreement_score":0.5843929,"about_ca_system_score_codex":0.00017019566,"about_ca_system_score_gemma":0.0018833467,"threshold_uncertainty_score":0.68710697},"labels":[],"label_agreement":null},{"id":"W4399305961","doi":"10.2196/preprints.60827","title":"The comparative sufficiency of ChatGPT, Google Bard, and Bing AI in answering diagnosis, treatment, and prognosis questions about common dermatological diagnoses (Preprint)","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SKiN Health","funders":"","keywords":"Preprint; Medical diagnosis; Medicine; Dermatology; Computer science; World Wide Web; Pathology","score_opus":0.11297911348488485,"score_gpt":0.44307677321282385,"score_spread":0.33009765972793903,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399305961","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96759504,0.015767671,0.0000071683294,0.0100934515,0.0014246788,0.0032597594,0.0000190513,0.00011135957,0.0017217906],"genre_scores_gemma":[0.95249516,0.040533543,0.00020596963,0.000052678246,0.00015333015,0.006526298,0.000007337838,0.000012285552,0.000013401762],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974348,0.00073401886,0.0006084131,0.0005508516,0.00025239887,0.00041953515],"domain_scores_gemma":[0.99025047,0.0090034865,0.00022694298,0.00022847639,0.00011459867,0.00017603814],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00089807826,0.0002536453,0.0005536302,0.00016600003,0.00068347144,0.0002610724,0.00025289512,0.0003149375,0.000018336135],"category_scores_gemma":[0.0015996789,0.00018987058,0.00007300025,0.00039128473,0.0010838354,0.00009670106,0.00042784875,0.00052160997,0.000004776995],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007436843,0.000323109,0.83409405,0.00023926166,0.000035179837,0.0000031865825,0.11641004,0.000029992645,0.0000057333095,0.030525912,0.00009089106,0.018235203],"study_design_scores_gemma":[0.0002900545,0.0001751905,0.9158557,0.0017866496,0.00011925518,0.00000295045,0.047401395,0.0003020663,0.0004965517,0.025950935,0.007144645,0.00047458478],"about_ca_topic_score_codex":0.053467926,"about_ca_topic_score_gemma":0.09134753,"teacher_disagreement_score":0.081761666,"about_ca_system_score_codex":0.00038898637,"about_ca_system_score_gemma":0.00069775624,"threshold_uncertainty_score":0.95283514},"labels":[],"label_agreement":null},{"id":"W4399323830","doi":"10.2196/56899","title":"Social Media Promotion of Health Tests With Potential for Overdiagnosis or Overuse: Protocol for a Content Analysis","year":2024,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Health and Medical Research Council; Medical Research Council","keywords":"Overdiagnosis; Content analysis; Social media; Protocol (science); Promotion (chess); Psychology; Health promotion; Microblogging; Medicine; Computer science; Alternative medicine; Public health; Nursing; Sociology; World Wide Web; Political science; Social science","score_opus":0.7464974755399068,"score_gpt":0.6959487563479534,"score_spread":0.05054871919195336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399323830","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00058344204,0.000002245615,0.0008197144,0.012250291,0.000057099387,0.9859981,0.000103996106,0.00012054121,0.000064576576],"genre_scores_gemma":[0.004319847,6.9556904e-7,0.0017291275,0.0000277828,0.0016222592,0.9920738,0.000032627162,0.00004446916,0.00014939542],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9946036,0.001300588,0.0007240323,0.0005652241,0.0017702458,0.0010363194],"domain_scores_gemma":[0.99163103,0.005952617,0.0003159274,0.00023181358,0.0015786574,0.0002899716],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007839302,0.00017285476,0.0005209114,0.0006450702,0.0012174607,0.0002769925,0.00038704532,0.00022817709,0.00019025824],"category_scores_gemma":[0.0059003867,0.00013351245,0.00024148758,0.0030829725,0.0005719687,0.00035979785,0.000049182156,0.00032879467,0.000005561286],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.014247589,0.009078979,0.022877524,0.046991408,0.0014153821,0.000014000276,0.24031802,0.000014410356,0.0005055964,0.06989764,0.1423333,0.45230615],"study_design_scores_gemma":[0.0065517323,0.009017648,0.046849303,0.006515689,0.00008021396,9.026615e-7,0.009633898,0.00042530603,0.00063529646,0.0061068204,0.9136253,0.00055789825],"about_ca_topic_score_codex":0.0011699303,"about_ca_topic_score_gemma":0.0048403507,"teacher_disagreement_score":0.771292,"about_ca_system_score_codex":0.0010000891,"about_ca_system_score_gemma":0.006679296,"threshold_uncertainty_score":0.9989519},"labels":[],"label_agreement":null},{"id":"W4399418984","doi":"10.2196/49073","title":"Managing Type 2 Diabetes During the COVID-19 Pandemic: Scoping Review and Qualitative Study Using Systematic Literature Review and Reddit","year":2024,"lang":"en","type":"article","venue":"Interactive Journal of Medical Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McMaster University; University of Waterloo; Public Health Ontario; University of Toronto; University Health Network","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Qualitative research; Systematic review; 2019-20 coronavirus outbreak; Type 2 diabetes; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Sociology; Medicine; MEDLINE; Diabetes mellitus; Virology; Political science; Social science; Disease; Internal medicine","score_opus":0.37962402632224224,"score_gpt":0.6572614728302282,"score_spread":0.27763744650798594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399418984","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10462669,0.8287975,0.000013109852,0.062696576,0.00090933125,0.0029041206,0.0000013721236,0.00001076174,0.00004051841],"genre_scores_gemma":[0.19220966,0.8054146,0.00002903275,0.0014413985,0.0007060067,0.0001542763,3.665771e-7,0.000013121706,0.000031517186],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9864207,0.010182512,0.0007322112,0.00020351566,0.0021278844,0.00033316662],"domain_scores_gemma":[0.9611675,0.036705304,0.0003319292,0.00013618554,0.001028136,0.000630929],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.045472518,0.00010095458,0.0005668169,0.00025556952,0.0005918349,0.00027965085,0.00036479114,0.00008432879,0.00017316351],"category_scores_gemma":[0.16422287,0.0000619104,0.000050289975,0.001300279,0.00045141467,0.00044176792,0.00014013944,0.0017019686,0.0000034828558],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018305995,0.00005142458,0.0010327607,0.5615536,0.00019954269,0.000121810255,0.43306932,7.108586e-8,0.00000817754,0.00014805177,0.0009495679,0.0028474089],"study_design_scores_gemma":[0.00012676601,0.0001381553,0.0001262241,0.8871051,0.0002502358,0.00011180174,0.11063903,0.00001922728,6.9366814e-7,0.0006338944,0.00077007577,0.00007879038],"about_ca_topic_score_codex":0.00028289252,"about_ca_topic_score_gemma":0.00017952594,"teacher_disagreement_score":0.32555154,"about_ca_system_score_codex":0.000760209,"about_ca_system_score_gemma":0.0018192491,"threshold_uncertainty_score":0.9828869},"labels":[],"label_agreement":null},{"id":"W4399563632","doi":"10.29173/10.29173/istl2801","title":"Correction to “An Exploration of Journals Requested by Health Sciences Libraries through DOCLINE Interlibrary Loan During the Early COVID-19 Pandemic”","year":2024,"lang":"en","type":"article","venue":"Issues in Science and Technology Librarianship","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"","keywords":"Interlibrary loan; Coronavirus disease 2019 (COVID-19); Pandemic; Library science; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Table (database); Table of contents; Political science; World Wide Web; Media studies; Computer science; Sociology; Medicine; Virology; Database","score_opus":0.22955688697303064,"score_gpt":0.47805024105089833,"score_spread":0.24849335407786768,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399563632","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7604898,0.007536654,0.00045242935,0.22540885,0.004136026,0.00096363755,0.000006213337,0.00046861926,0.0005377492],"genre_scores_gemma":[0.9949402,0.0020064767,0.0011901421,0.0012003547,0.0003300027,0.00018829861,0.0000023209484,0.000011504273,0.00013068339],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99731284,0.00045771402,0.00052451756,0.000534849,0.0006461762,0.00052388856],"domain_scores_gemma":[0.99796814,0.0012507355,0.00018294658,0.00025059652,0.000095784926,0.00025181772],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.0045475205,0.00012858534,0.00023193855,0.0009386596,0.0016267862,0.0008357307,0.0009857882,0.00017656953,0.00003546139],"category_scores_gemma":[0.007568396,0.000104088766,0.00001812004,0.008094998,0.0048782304,0.014529186,0.000142958,0.0004513188,0.000004739944],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033181004,0.000069026864,0.40566996,0.000106912616,0.0000058048304,0.0000040506948,0.32653102,0.000010547462,0.001233902,0.22348203,0.0032529354,0.039600633],"study_design_scores_gemma":[0.00046450083,0.0015181169,0.045952287,0.0015548796,0.0000128735055,0.000034709537,0.28142434,0.00028992913,0.008953543,0.51007545,0.14902891,0.00069043756],"about_ca_topic_score_codex":0.006164578,"about_ca_topic_score_gemma":0.0016303465,"teacher_disagreement_score":0.35971767,"about_ca_system_score_codex":0.00026533802,"about_ca_system_score_gemma":0.0036252367,"threshold_uncertainty_score":0.99967295},"labels":[],"label_agreement":null},{"id":"W4399901273","doi":"10.2196/50918","title":"Sentiment analysis and natural language processing using Reddit data to evaluate patient opinions on hair loss therapeutics (Preprint)","year":2023,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Natural (archaeology); Computer science; Sentiment analysis; Natural language processing; Data science; Artificial intelligence; World Wide Web; History; Archaeology","score_opus":0.16952406856577237,"score_gpt":0.49397002513876265,"score_spread":0.32444595657299025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399901273","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9841403,0.0002179146,0.00004633697,0.013034153,0.0013033499,0.0010417768,0.000019162871,0.00012306806,0.00007396593],"genre_scores_gemma":[0.99815667,0.000030632855,0.00053618045,0.00075570174,0.00016256221,0.0002254282,0.0001063502,0.000010684676,0.000015782623],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99827576,0.00040601625,0.0002479571,0.000368223,0.00033665603,0.0003653794],"domain_scores_gemma":[0.9987718,0.00051865185,0.00012344563,0.00036846282,0.00008850128,0.00012917882],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040933554,0.00009522976,0.00020380203,0.00029211902,0.0005108233,0.00005744919,0.00026113997,0.000100786434,0.000027358536],"category_scores_gemma":[0.00042019374,0.000095713425,0.000029807554,0.0015184139,0.00013589425,0.000121026285,0.00017922031,0.00014763154,0.00005691333],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006530841,0.0001896203,0.22292198,0.0001741413,0.0003823761,0.00006177435,0.49993455,0.00046646007,0.00039694487,0.00055470626,0.0021102708,0.27274185],"study_design_scores_gemma":[0.000952348,0.000121357465,0.6524541,0.0002742395,0.0007585856,0.000040875955,0.11414966,0.14071181,0.0009766266,0.0005604748,0.087945126,0.0010548176],"about_ca_topic_score_codex":0.001107858,"about_ca_topic_score_gemma":0.0010453206,"teacher_disagreement_score":0.42953208,"about_ca_system_score_codex":0.00019528379,"about_ca_system_score_gemma":0.00031161777,"threshold_uncertainty_score":0.3928891},"labels":[],"label_agreement":null},{"id":"W4400012607","doi":"10.37349/edht.2024.00017","title":"Tracing participants for longitudinal environmental health research using social networking sites: a pilot study","year":2024,"lang":"en","type":"article","venue":"Exploration of Digital Health Technologies","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; Ontario Tech University","funders":"","keywords":"Tracing; Longitudinal study; Psychology; Environmental planning; Environmental health; Geography; Computer science; Medicine","score_opus":0.7830594727289015,"score_gpt":0.5678596823718414,"score_spread":0.21519979035706016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400012607","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9377595,0.007264003,0.0046402514,0.037865244,0.0028918944,0.008139915,0.00009533534,0.0012377271,0.000106138286],"genre_scores_gemma":[0.99733573,0.0003164445,0.0004960457,0.00002494555,0.0005705126,0.0011801077,0.00003585818,0.000029010347,0.000011342841],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9966092,0.00038005647,0.0007569305,0.00044477268,0.0008006262,0.001008393],"domain_scores_gemma":[0.9976138,0.0017469735,0.00027102052,0.00016893185,0.00009804142,0.00010123781],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0043442966,0.00014224107,0.00034536648,0.00043226007,0.0020337838,0.00028243396,0.0002541962,0.0001000388,0.000004059192],"category_scores_gemma":[0.0017770126,0.00015474971,0.000050150375,0.0011370645,0.0005747608,0.0014735804,0.00006645631,0.00036143922,0.000009200657],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000118383556,0.0013706621,0.022442454,0.00075889024,0.000046770507,0.0000021971757,0.22950602,0.000039169023,0.000036075282,0.008501234,0.0009800016,0.7361981],"study_design_scores_gemma":[0.00066625944,0.008597268,0.0059150783,0.0007714052,0.000020031874,0.0000010688076,0.9300406,0.0013871685,0.00013366356,0.03811782,0.013901464,0.00044817943],"about_ca_topic_score_codex":0.00069170125,"about_ca_topic_score_gemma":0.0008122894,"teacher_disagreement_score":0.73574996,"about_ca_system_score_codex":0.0015340826,"about_ca_system_score_gemma":0.0015677898,"threshold_uncertainty_score":0.99926543},"labels":[],"label_agreement":null},{"id":"W4400061029","doi":"","title":"The Live Voice Answer initiative: Supporting oncology patients beyond the clinic.","year":2022,"lang":"en","type":"article","venue":"PubMed","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Oncology; Internal medicine; Medical education","score_opus":0.13411269993207234,"score_gpt":0.41352640245618455,"score_spread":0.27941370252411224,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400061029","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7924639,0.0002723736,0.0000011235005,0.1068059,0.028832046,0.0054095723,0.000020223566,0.000075759446,0.066119105],"genre_scores_gemma":[0.968807,0.000093721166,0.000013386731,0.00458714,0.0013867836,0.024521694,0.0000107796695,0.000011558825,0.0005679551],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961839,0.0020772729,0.00035789912,0.00018018707,0.00057327154,0.00062747963],"domain_scores_gemma":[0.9876334,0.011424481,0.00044757847,0.00017051012,0.00018029197,0.00014375703],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.006191054,0.00006714289,0.000107966895,0.000027525728,0.0043867277,0.00005235048,0.0005087066,0.00006239915,0.0002994912],"category_scores_gemma":[0.014790506,0.000048009886,0.000051042556,0.00042408175,0.00041174318,0.000115001996,0.00013417579,0.00044486992,0.00006126578],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030152754,0.00014797624,0.19022954,0.0000031776062,0.000018598088,8.744621e-7,0.18441536,7.150671e-7,3.9122483e-8,0.001511019,0.03410978,0.5895328],"study_design_scores_gemma":[0.000103165024,0.00002648908,0.41187966,2.8030868e-7,0.000008246883,8.0190766e-8,0.047730263,8.1917943e-7,4.918149e-7,0.0014428247,0.5387667,0.000041029514],"about_ca_topic_score_codex":0.001744948,"about_ca_topic_score_gemma":0.0022217203,"teacher_disagreement_score":0.5894917,"about_ca_system_score_codex":0.0007410408,"about_ca_system_score_gemma":0.00071796833,"threshold_uncertainty_score":0.99690944},"labels":[],"label_agreement":null},{"id":"W4400062171","doi":"10.1200/jco.2024.42.16_suppl.9019","title":"Global interest in podcasts designed for medical oncology trainees.","year":2024,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Clinical Oncology; Oncology; Medical physics; Radiation oncology; Internal medicine; Family medicine; Cancer; Radiation therapy","score_opus":0.5377607932089655,"score_gpt":0.6494096096139399,"score_spread":0.11164881640497437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400062171","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68196565,0.0015812535,0.001754737,0.24104264,0.065316774,0.000954441,0.0000060276884,0.00003734635,0.007341109],"genre_scores_gemma":[0.97812814,0.0011002856,0.004348289,0.002713645,0.013572272,0.000084954525,0.0000013245302,0.000011885676,0.000039211474],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9941321,0.0021876378,0.002607668,0.00020405033,0.0004397346,0.00042880626],"domain_scores_gemma":[0.94976145,0.048174456,0.00078003627,0.0000809554,0.0003859481,0.0008171581],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0233938,0.000096341944,0.0009389601,0.00015204339,0.000080533355,0.000025663992,0.00045602606,0.001159939,0.00036429576],"category_scores_gemma":[0.13074473,0.00008158361,0.00034096037,0.00050025823,0.0006347708,0.00018554552,0.000029891458,0.00090666465,0.000023228939],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004907473,0.000702348,0.009782822,0.000034433127,0.00005010324,0.00029149526,0.0054093944,0.0000014135703,0.0000015546058,0.023933282,0.0141750425,0.94512737],"study_design_scores_gemma":[0.001924332,0.004354647,0.034740172,0.00017297395,0.000055053988,0.000053148546,0.0032977595,0.00011321195,8.25556e-7,0.018598298,0.9365936,0.00009595933],"about_ca_topic_score_codex":0.00060648384,"about_ca_topic_score_gemma":0.02299803,"teacher_disagreement_score":0.9450314,"about_ca_system_score_codex":0.0017228364,"about_ca_system_score_gemma":0.025870316,"threshold_uncertainty_score":0.9948297},"labels":[],"label_agreement":null},{"id":"W4400262625","doi":"10.1136/ijgc-2024-005573","title":"Use of social media for academic and professional purposes by gynecologic oncologists","year":2024,"lang":"en","type":"article","venue":"International Journal of Gynecological Cancer","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Social media; Gynecology; Medical physics; Family medicine; World Wide Web","score_opus":0.2407661417355005,"score_gpt":0.510911527091751,"score_spread":0.27014538535625054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400262625","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93004525,0.003140512,0.00008499988,0.03979235,0.02604458,0.0005796675,0.00013984679,0.000027484512,0.00014532452],"genre_scores_gemma":[0.992231,0.0030801708,0.0006431745,0.0006131629,0.003012779,0.0002824347,0.0000090421445,0.000009360669,0.00011887954],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998052,0.00025478855,0.0006053825,0.00016488599,0.0006835425,0.00023942548],"domain_scores_gemma":[0.9812507,0.017464725,0.0004561145,0.000026275462,0.0006656271,0.00013654302],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0011076756,0.00010008204,0.0002742958,0.00014410948,0.00016815774,0.00006481714,0.00036182278,0.00035395302,0.0006555994],"category_scores_gemma":[0.019208783,0.00007734023,0.00011894117,0.0001670606,0.0005294947,0.0004014685,0.000052147698,0.00043333668,0.0000017369161],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007785635,0.0005810163,0.061440766,0.00016967572,0.00044021575,0.00005738456,0.038555767,0.000019411547,0.004181605,0.07421179,0.14887843,0.67068535],"study_design_scores_gemma":[0.00068159995,0.00037013745,0.18306835,0.00018050494,0.00009444777,0.00001042649,0.002916759,0.000055958724,0.0004503616,0.013118635,0.7988367,0.00021611639],"about_ca_topic_score_codex":0.00012617705,"about_ca_topic_score_gemma":0.00030074,"teacher_disagreement_score":0.6704693,"about_ca_system_score_codex":0.0005933609,"about_ca_system_score_gemma":0.0012900926,"threshold_uncertainty_score":0.98905283},"labels":[],"label_agreement":null},{"id":"W4400272209","doi":"10.1200/jco.2024.42.16_suppl.e21016","title":"Descriptive and content analysis of breast cancer vlogs on YouTube.","year":2024,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; McGill University","funders":"","keywords":"Medicine; Breast cancer; Cancer; Oncology; Gynecology; Internal medicine","score_opus":0.5957970645644348,"score_gpt":0.6170393805164288,"score_spread":0.021242315951993995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400272209","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94467247,0.001212217,0.000021654647,0.04093251,0.011845035,0.00015790184,0.000014445675,0.000006414517,0.0011373411],"genre_scores_gemma":[0.9926033,0.004084046,0.00018428305,0.00072631234,0.0023281607,0.000012553908,3.959599e-7,0.000004671593,0.000056274188],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9971729,0.0009080154,0.0012854637,0.00012401927,0.00035166982,0.00015794592],"domain_scores_gemma":[0.98677915,0.011512612,0.00081673486,0.00005632681,0.0005556093,0.0002795766],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.005319264,0.0000574347,0.00079124287,0.00025588035,0.000068584224,0.000015092628,0.00012776635,0.00026397913,0.00021996125],"category_scores_gemma":[0.009598501,0.00004294849,0.00029332933,0.0006128222,0.00052087015,0.00011996965,0.000013946577,0.00049318455,0.0000034589264],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046480316,0.00042748995,0.3582146,0.000022261547,0.0014273995,0.000026168856,0.023652581,0.000012673126,0.000017711214,0.008046009,0.0016715348,0.60601676],"study_design_scores_gemma":[0.0003474965,0.0009944492,0.95263886,0.000091726026,0.0011839351,0.0000025732359,0.00882215,0.00006769474,0.0000026050404,0.0005077046,0.035291117,0.0000496836],"about_ca_topic_score_codex":0.0045765955,"about_ca_topic_score_gemma":0.0040681157,"teacher_disagreement_score":0.6059671,"about_ca_system_score_codex":0.00038226563,"about_ca_system_score_gemma":0.0030687745,"threshold_uncertainty_score":0.9987441},"labels":[],"label_agreement":null},{"id":"W4400370830","doi":"10.1016/j.gore.2024.101451","title":"#HashtagThis – Everything you need to know about launching your gynecologic oncology social media research career: A report from Gynecologic Oncology Reports and Society of Gynecologic Oncology Education Committee","year":2024,"lang":"en","type":"article","venue":"Gynecologic Oncology Reports","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"National Cancer Institute","keywords":"Gynecologic oncology; Social media; Medicine; Promotion (chess); Internal medicine; Oncology; Medical education; Clinical Oncology; Public relations; Political science","score_opus":0.1481767737201703,"score_gpt":0.4660658347112993,"score_spread":0.317889060991129,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400370830","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8036088,0.0076592746,0.00008129308,0.060485452,0.06528986,0.008751332,0.000089583096,0.0011484069,0.052886005],"genre_scores_gemma":[0.9552586,0.0047856416,0.01572134,0.0047822916,0.007136789,0.00963404,0.0007523196,0.00022385427,0.0017051398],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9711151,0.0111657,0.006366009,0.004513169,0.002579675,0.0042603575],"domain_scores_gemma":[0.9139854,0.07345967,0.0050710845,0.0018432264,0.0037084846,0.0019321705],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"category_scores_codex":[0.0407377,0.0014242285,0.004477479,0.0017563505,0.004481299,0.00037396344,0.001586723,0.007939793,0.0029541212],"category_scores_gemma":[0.11522229,0.0014355858,0.0010110517,0.0043675415,0.0051610945,0.0010224776,0.0018106195,0.0058284183,0.00019246458],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00020396216,0.0046516233,0.10507297,0.00051127526,0.00073682726,0.016749414,0.19565648,0.000059425125,0.0018092263,0.0021945452,0.2538273,0.41852695],"study_design_scores_gemma":[0.00081615325,0.0034169191,0.12035752,0.00019121771,0.00057725055,0.0019362225,0.084046654,0.0000488998,0.00010202906,0.018745504,0.7687559,0.0010057202],"about_ca_topic_score_codex":0.015663726,"about_ca_topic_score_gemma":0.039621886,"teacher_disagreement_score":0.5149286,"about_ca_system_score_codex":0.02554817,"about_ca_system_score_gemma":0.049933136,"threshold_uncertainty_score":0.99985075},"labels":[],"label_agreement":null},{"id":"W4400447876","doi":"10.2196/51520","title":"Social Media Programs for Outreach and Recruitment Supporting Aging and Alzheimer Disease and Related Dementias Research: Longitudinal Descriptive Study","year":2024,"lang":"en","type":"article","venue":"JMIR Aging","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Social media; Outreach; Visibility; Psychology; Descriptive statistics; Medical education; Descriptive research; World Wide Web; Medicine; Computer science; Sociology; Political science; Geography; Social science","score_opus":0.551012851896755,"score_gpt":0.5466878777845814,"score_spread":0.004324974112173585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400447876","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97984827,0.0054944376,0.00000790859,0.0066723297,0.0010529149,0.006628078,0.0000041576986,0.00013477272,0.00015715783],"genre_scores_gemma":[0.9939798,0.00011156357,0.00019413512,0.000013383833,0.0008337819,0.0047901506,0.000014975087,0.00002582222,0.00003636881],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99763393,0.00046856215,0.0002983832,0.0005019898,0.0004907221,0.0006064383],"domain_scores_gemma":[0.997705,0.0016643349,0.00007817468,0.000071823415,0.00015204283,0.0003286211],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0038432728,0.00012764831,0.00017207445,0.00018450311,0.0015623874,0.00045491688,0.00007853391,0.000069094036,0.000014160912],"category_scores_gemma":[0.0011352649,0.00013026442,0.000030485473,0.00042823792,0.0004312344,0.0003366116,0.0000966972,0.00028448575,0.0000018070198],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018318031,0.00009851163,0.242295,0.00010945221,0.00008912968,0.00001751487,0.51556134,3.7750564e-8,0.0000051750617,0.0013592701,0.0002872053,0.24015903],"study_design_scores_gemma":[0.0007848214,0.00015134441,0.5819416,0.0003868889,0.00043838663,0.0000020649845,0.398912,0.00025918675,0.000006358129,0.008836022,0.007946308,0.0003350259],"about_ca_topic_score_codex":0.0009369317,"about_ca_topic_score_gemma":0.0008335543,"teacher_disagreement_score":0.3396466,"about_ca_system_score_codex":0.00020755966,"about_ca_system_score_gemma":0.00032555067,"threshold_uncertainty_score":0.99973744},"labels":[],"label_agreement":null},{"id":"W4400448329","doi":"10.1097/as9.0000000000000470","title":"Learning Outcomes and Educational Effectiveness of Social Media as a Continuing Professional Development Intervention for Practicing Surgeons: A Systematic Review and Narrative Synthesis","year":2024,"lang":"en","type":"review","venue":"Annals of Surgery Open","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Intervention (counseling); Narrative; Professional development; Medical education; Continuing professional development; Narrative review; Social media; Continuing education; Psychology; Medicine; Pedagogy; Nursing; Political science; Psychotherapist; Art","score_opus":0.3414632994133632,"score_gpt":0.5546491788173069,"score_spread":0.21318587940394373,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400448329","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0025034063,0.98576593,8.9845605e-7,0.001555077,0.001545621,0.00855411,0.000020064655,0.000010923615,0.000043963097],"genre_scores_gemma":[0.004098968,0.9809675,0.000059412876,0.000023776342,0.00008804462,0.0144993905,0.000067593086,0.000031981373,0.00016328438],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99323297,0.004297402,0.0014876763,0.00033757588,0.00039730436,0.0002470897],"domain_scores_gemma":[0.9102005,0.0868057,0.0022009776,0.00008028733,0.00061625795,0.000096297794],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.019107811,0.0002424143,0.00319678,0.00027417054,0.00041485848,0.000088652094,0.00020371204,0.00020309055,0.000039859024],"category_scores_gemma":[0.104053624,0.00019763311,0.00033584665,0.00040168897,0.00018366771,0.00034291443,0.00013888953,0.00022471859,0.0000029098821],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010554777,0.000077506375,0.00021555358,0.85126776,0.0003950588,2.7542595e-7,0.036300898,2.386742e-9,2.3835858e-8,0.0014496129,0.00016216024,0.11012058],"study_design_scores_gemma":[0.000044005923,0.000013124554,0.00088534044,0.95899856,0.0018592634,0.0000022834554,0.0145670315,9.9908924e-8,0.0000017905584,0.00043751823,0.022958282,0.00023268079],"about_ca_topic_score_codex":0.00042354633,"about_ca_topic_score_gemma":0.00011684392,"teacher_disagreement_score":0.1098879,"about_ca_system_score_codex":0.00011526155,"about_ca_system_score_gemma":0.002635535,"threshold_uncertainty_score":0.9034933},"labels":[],"label_agreement":null},{"id":"W4400458329","doi":"10.2196/52503","title":"Social Media Authentication and Users’ Assessments of Health Information: Random Assignment Survey Experiment","year":2024,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"University of South Florida","keywords":"Representativeness heuristic; Social media; Heuristics; Computer science; Population; Internet privacy; Psychology; Applied psychology; Information retrieval; World Wide Web; Social psychology; Medicine; Environmental health","score_opus":0.3546059325915871,"score_gpt":0.5948246164748728,"score_spread":0.2402186838832857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400458329","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9662557,0.0013844523,0.0014376855,0.016629085,0.00412058,0.00533778,0.0000937643,0.00013103065,0.0046099178],"genre_scores_gemma":[0.9979079,0.0003700694,0.000080126,0.000026882562,0.0002163314,0.0012783278,0.0000903476,0.0000074124246,0.000022639297],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9943301,0.0028806883,0.0005644347,0.00013939667,0.0016173635,0.00046799914],"domain_scores_gemma":[0.99426496,0.004811739,0.00016429981,0.000101907666,0.00047968075,0.00017739391],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013036014,0.000086213746,0.00021710305,0.00035301008,0.00091216713,0.000206005,0.00017962148,0.00010378651,0.00011717523],"category_scores_gemma":[0.0015034316,0.000081888604,0.00003487137,0.00092802226,0.0005091965,0.0011840459,0.00007010717,0.00030274957,0.00005717919],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041472336,0.000088439214,0.0017827344,0.00026679237,0.000023561504,9.822461e-8,0.8702716,1.4080788e-7,0.0000100986235,0.019534133,0.006417105,0.101563774],"study_design_scores_gemma":[0.0014621329,0.0003660254,0.6092886,0.000372453,0.000007834505,4.541071e-7,0.29362097,0.00045551808,0.00025445697,0.004762459,0.08913328,0.00027582757],"about_ca_topic_score_codex":0.0028459227,"about_ca_topic_score_gemma":0.00033173332,"teacher_disagreement_score":0.60750586,"about_ca_system_score_codex":0.0010074346,"about_ca_system_score_gemma":0.0017325904,"threshold_uncertainty_score":0.70157444},"labels":[],"label_agreement":null},{"id":"W4400473598","doi":"10.1002/jev2.12475","title":"Connecting through ISEV's developing social media landscape","year":2024,"lang":"en","type":"editorial","venue":"Journal of Extracellular Vesicles","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Centros de Pesquisa, Inovação e Difusão, Fundação Amazônia Paraense de Amparo à Pesquisa; Biotechnology and Biological Sciences Research Council","keywords":"Social media; Social media optimization; Promotion (chess); Public relations; Sociology; Media studies; Internet privacy; Political science; World Wide Web; Advertising; Business; Computer science; Politics","score_opus":0.08732204432052763,"score_gpt":0.3887131924016287,"score_spread":0.30139114808110107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400473598","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01219887,0.027101927,0.0001991152,0.0050617014,0.95395464,0.00034546535,0.000025362318,0.000078980695,0.001033921],"genre_scores_gemma":[0.0077407914,0.0034260121,0.0033810777,0.000027281054,0.98515326,0.000025410214,0.00003501373,0.0001014197,0.000109749315],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9946815,0.00069432333,0.0013681459,0.00033295606,0.0022653735,0.00065774535],"domain_scores_gemma":[0.9827504,0.013885932,0.0018114055,0.00014180937,0.0011828947,0.00022752116],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0044468376,0.00032591537,0.0008095296,0.00029492355,0.0009545874,0.0004161082,0.0007340863,0.0013903902,0.00021033408],"category_scores_gemma":[0.030415405,0.00032545545,0.00038044268,0.0006457911,0.00020757547,0.00052654237,0.00006753649,0.0021624763,0.00009064328],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029210001,0.000039840234,0.000021122174,0.0002749202,0.00010654876,0.000102045175,0.14221701,0.0000010446807,0.00007951384,0.0035738535,0.8385917,0.014963171],"study_design_scores_gemma":[0.00025118416,0.000033016877,0.000025524536,0.000694367,0.00020184401,0.0000050358394,0.02609656,0.0000018043525,0.00008550963,0.008324312,0.96395487,0.0003259611],"about_ca_topic_score_codex":0.00036691048,"about_ca_topic_score_gemma":0.00086814805,"teacher_disagreement_score":0.12536317,"about_ca_system_score_codex":0.00087248225,"about_ca_system_score_gemma":0.0059437393,"threshold_uncertainty_score":0.9999198},"labels":[],"label_agreement":null},{"id":"W4400610190","doi":"10.2196/58432","title":"Data Integrity Issues With Web-Based Studies: An Institutional Example of a Widespread Challenge","year":2024,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Biotechnology and Biological Sciences Research Council; Economic and Social Research Council; National Institute for Health and Care Research","keywords":"Preprint; Computer science; World Wide Web","score_opus":0.3970185002207404,"score_gpt":0.5376415828550428,"score_spread":0.1406230826343024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400610190","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88912666,0.016038854,0.000034635283,0.08226719,0.006871596,0.0038676467,0.0006212368,0.00033673926,0.00083544984],"genre_scores_gemma":[0.9931016,0.002166811,0.0023778554,0.0004419305,0.00095771806,0.00055344985,0.00034717395,0.00001572908,0.00003772081],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978907,0.0004317003,0.0003219874,0.00040324262,0.0006127598,0.00033957034],"domain_scores_gemma":[0.9984784,0.0006960526,0.00011183506,0.00036010414,0.00010048036,0.00025312358],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019097028,0.00011322749,0.00024132998,0.000104930106,0.00058535533,0.000032543525,0.00035893588,0.0000756294,0.0000763382],"category_scores_gemma":[0.00030661994,0.00009791578,0.000020484018,0.00045158266,0.000599762,0.0005193486,0.00005335861,0.00024877687,0.00001914876],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026251373,0.0019258423,0.013673483,0.0041639083,0.00011387859,0.000009010336,0.6288642,0.0000027795888,0.000028226405,0.12261338,0.028355297,0.19998747],"study_design_scores_gemma":[0.00072641385,0.0013140123,0.00905208,0.0020979184,0.000015754536,0.0000018766879,0.0977568,0.00061587547,0.00002971349,0.001260418,0.8868467,0.00028242855],"about_ca_topic_score_codex":0.05437315,"about_ca_topic_score_gemma":0.068568476,"teacher_disagreement_score":0.8584914,"about_ca_system_score_codex":0.0009823447,"about_ca_system_score_gemma":0.0055552362,"threshold_uncertainty_score":0.98547506},"labels":[],"label_agreement":null},{"id":"W4400695240","doi":"10.3389/fresc.2024.1340881","title":"Bone health education in individuals with spinal cord injury or disease—the Bare Bones Podcast Series: plan it, produce it, post it!","year":2024,"lang":"en","type":"article","venue":"Frontiers in Rehabilitation Sciences","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"Canadian Institutes of Health Research; University Health Network Foundation; Paralyzed Veterans of America","keywords":"Spinal cord injury; Medicine; Guideline; Medical education; Psychology; Spinal cord; Pathology","score_opus":0.059070828450360116,"score_gpt":0.4282474330191791,"score_spread":0.369176604568819,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400695240","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48746958,0.0022773354,0.000060095434,0.4976037,0.009035912,0.0030765063,0.000042502117,0.000074289994,0.00036008403],"genre_scores_gemma":[0.96877617,0.00062137377,0.022470448,0.0036871205,0.0010732163,0.0026568044,0.000043428525,0.000029307133,0.000642123],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.995595,0.0011139537,0.00072816346,0.0007525885,0.00118585,0.0006244684],"domain_scores_gemma":[0.9975034,0.0014918682,0.00019288757,0.00027668278,0.0002469153,0.00028823892],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.006411586,0.00019687584,0.0002991253,0.0007801965,0.0010054415,0.0003809508,0.00050921,0.000094682095,0.000060040125],"category_scores_gemma":[0.009773881,0.00014427806,0.00004576958,0.004112833,0.0020376213,0.001506379,0.00003587675,0.000307203,0.000014279537],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00049864926,0.0002620092,0.5720418,0.000500849,0.0000069983043,0.0000018442452,0.18343483,0.000027562413,0.0000017655692,0.00368142,0.11132327,0.12821902],"study_design_scores_gemma":[0.00011226304,0.0014850417,0.36308223,0.0010800768,0.0000083545565,0.0000016662899,0.45290515,0.000042132608,0.0000011483617,0.003067764,0.17799371,0.00022044494],"about_ca_topic_score_codex":0.007086123,"about_ca_topic_score_gemma":0.018855289,"teacher_disagreement_score":0.49391657,"about_ca_system_score_codex":0.00104916,"about_ca_system_score_gemma":0.016690485,"threshold_uncertainty_score":0.9995258},"labels":[],"label_agreement":null},{"id":"W4400978271","doi":"10.1001/jamanetworkopen.2024.24658","title":"Online Search Interest in Gynecologists After the Release of the Film <i>Barbie</i>","year":2024,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Agency for Healthcare Research and Quality","keywords":"Public interest; Advertising; Art; Business; Political science","score_opus":0.15432708328220926,"score_gpt":0.4255395420885324,"score_spread":0.27121245880632316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400978271","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90844065,0.0011833087,0.000002177682,0.07800952,0.0048637283,0.001812765,0.000011044698,0.0000194964,0.0056573013],"genre_scores_gemma":[0.9949944,0.00028851963,0.000102602346,0.0017523271,0.0020614397,0.0003748712,0.0000042279494,0.000011561899,0.000410048],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99774,0.0012180881,0.00027546205,0.00018952374,0.00022462558,0.0003523406],"domain_scores_gemma":[0.99563015,0.0038976958,0.00005220681,0.00028350184,0.00006503392,0.00007141586],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031168812,0.00007083917,0.00013082579,0.000024208606,0.00023719699,0.00021315548,0.0010952805,0.00012887234,0.00041124554],"category_scores_gemma":[0.0021790555,0.000043341486,0.000049706923,0.0010634337,0.00038038314,0.00019149107,0.00037384752,0.0005010585,0.00004553455],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029393876,0.00040821842,0.5186353,0.00018708265,0.000048113543,0.000026045233,0.13368136,0.0007813036,0.0000044401677,0.04629737,0.08726199,0.21237488],"study_design_scores_gemma":[0.00015190827,0.000033596316,0.79904747,0.0005408037,0.000011801477,5.52487e-7,0.008184387,0.0006653998,0.0000064672463,0.0038953675,0.18736447,0.000097744836],"about_ca_topic_score_codex":0.017780889,"about_ca_topic_score_gemma":0.09100733,"teacher_disagreement_score":0.28041223,"about_ca_system_score_codex":0.00023239247,"about_ca_system_score_gemma":0.0009201675,"threshold_uncertainty_score":0.9887598},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W4401090735","doi":"10.22323/2.23050205","title":"The power of dinosaurs: lessons learned from the sharing of #SciArt on Twitter","year":2024,"lang":"en","type":"article","venue":"Journal of Science Communication","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Laurentian University; Science North","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Power (physics); Social media; World Wide Web; Computer science; Physics","score_opus":0.3198612891781879,"score_gpt":0.49491833966599524,"score_spread":0.17505705048780734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401090735","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8446781,0.0019535827,0.000024389026,0.14870633,0.002136707,0.00018413946,0.0000013585878,0.000006638498,0.0023087233],"genre_scores_gemma":[0.9969847,0.0023963065,0.00025209307,0.00013006807,0.00019497966,0.000008906367,2.7314366e-7,0.000003820843,0.000028808032],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9982137,0.00026226923,0.00041967322,0.00008789509,0.00085843785,0.00015801551],"domain_scores_gemma":[0.99280035,0.0056980764,0.0004886131,0.000478555,0.00047282342,0.000061549756],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0073742573,0.000045467677,0.00010446728,0.00009673241,0.0010210555,0.00014977851,0.0019382306,0.000040754607,0.0000243259],"category_scores_gemma":[0.0053526456,0.000026679483,0.00006325748,0.0009463805,0.002348577,0.00043347682,0.00010206318,0.00034002637,0.000005083438],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000058971,0.00017755707,0.023492277,0.000018176139,0.000040936622,4.8260165e-7,0.5848902,0.000053324566,0.008866538,0.22185497,0.0032549615,0.15729164],"study_design_scores_gemma":[0.00029800393,0.00029705567,0.43739405,0.0020369242,0.00007989793,0.0000024487583,0.22581121,0.0004773701,0.0058975993,0.17851712,0.14897631,0.00021199656],"about_ca_topic_score_codex":0.0013141328,"about_ca_topic_score_gemma":0.0002982577,"teacher_disagreement_score":0.41390178,"about_ca_system_score_codex":0.0002080816,"about_ca_system_score_gemma":0.000834501,"threshold_uncertainty_score":0.865343},"labels":[],"label_agreement":null},{"id":"W4401164835","doi":"10.2196/51751","title":"Using Social Media to Recruit Participants in Health Care Research: Case Study","year":2024,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Social media; Indigenous; Public relations; Qualitative research; Health care; Resource (disambiguation); Psychology; Sociology; Medical education; Medicine; Political science; World Wide Web; Computer science; Social science","score_opus":0.8768590447358483,"score_gpt":0.7282718203901191,"score_spread":0.14858722434572924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401164835","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9340173,0.002390271,0.000018381144,0.056587532,0.005434077,0.0012814138,0.0000019965676,0.000016545753,0.00025248615],"genre_scores_gemma":[0.9924559,0.00026329295,0.00014112369,0.000119778924,0.0068131573,0.00013413567,4.7142802e-7,0.000024420413,0.00004774673],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9762559,0.011525172,0.0012342308,0.000342599,0.009078747,0.0015633699],"domain_scores_gemma":[0.9814735,0.014753886,0.00011881475,0.00015622572,0.0015664379,0.0019311091],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.086497106,0.00010411078,0.00041160698,0.0017315659,0.00056836655,0.00033711782,0.0009707645,0.0002867363,0.0008313225],"category_scores_gemma":[0.078863844,0.0000918195,0.00007986718,0.0032657008,0.00067968527,0.00023775871,0.0002848715,0.0038923363,0.00007296971],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00006370781,0.00030437508,0.0042439075,0.00014889779,0.000023367691,0.007293363,0.8540241,9.2973187e-7,0.0000027120534,0.000913164,0.014932474,0.118049],"study_design_scores_gemma":[0.0004165056,0.0007251788,0.0015912445,0.0014059711,0.000006425386,0.00014486621,0.92472,0.00019031893,0.0000068572035,0.0005693587,0.07012321,0.00010005035],"about_ca_topic_score_codex":0.10247103,"about_ca_topic_score_gemma":0.16175032,"teacher_disagreement_score":0.11794895,"about_ca_system_score_codex":0.004436241,"about_ca_system_score_gemma":0.013801265,"threshold_uncertainty_score":0.99938554},"labels":[],"label_agreement":null},{"id":"W4401481158","doi":"10.1016/j.jisako.2024.100306","title":"Negative sentiments toward anterior cruciate ligament injury prevention outweigh positive awareness discussions on social media","year":2024,"lang":"en","type":"article","venue":"Journal of ISAKOS Joint Disorders & Orthopaedic Sports Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Shriners Hospitals for Children - Canada; Montreal Children's Hospital; McGill University; Université de Montréal","funders":"","keywords":"Anterior cruciate ligament; Social media; ACL injury; Psychology; Medicine; Surgery; Computer science; World Wide Web","score_opus":0.061278176009419975,"score_gpt":0.3981347774885507,"score_spread":0.3368566014791307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401481158","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8699441,0.006715247,0.0004427008,0.081433505,0.038086604,0.0017836371,0.00002338019,0.0001269273,0.0014439328],"genre_scores_gemma":[0.9776228,0.014523704,0.0001458395,0.00050340086,0.0068738223,0.00011233979,0.00001118788,0.000053509237,0.00015337026],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99382824,0.0006032584,0.0019129714,0.0004411871,0.0025697337,0.0006446226],"domain_scores_gemma":[0.9962615,0.0011433938,0.0013910676,0.00016727978,0.00045301171,0.0005837837],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0037638824,0.00036737067,0.0009863588,0.0009319163,0.00070604536,0.00007706038,0.00028330108,0.00025824073,0.0008503819],"category_scores_gemma":[0.004550693,0.00027492494,0.0005314723,0.0010695421,0.00075872225,0.0005654033,0.000053981577,0.00082793523,0.000020322395],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036741653,0.0006443751,0.011074104,0.00020880898,0.00022817863,0.000161532,0.29801327,0.0000036065408,0.00011815903,0.000532624,0.0059520593,0.68269587],"study_design_scores_gemma":[0.0043368666,0.0023486693,0.62342876,0.048811786,0.0014319799,0.000042001404,0.26468945,0.00006341757,0.00025660495,0.03064989,0.02270376,0.0012368255],"about_ca_topic_score_codex":0.00073888723,"about_ca_topic_score_gemma":0.00034386557,"teacher_disagreement_score":0.68145907,"about_ca_system_score_codex":0.00087636505,"about_ca_system_score_gemma":0.0017339758,"threshold_uncertainty_score":0.9999703},"labels":[],"label_agreement":null},{"id":"W4401514437","doi":"10.1200/jco.2024.42.23_suppl.18","title":"Descriptive and content analysis of breast cancer vlogs on YouTube.","year":2024,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; McGill University","funders":"","keywords":"Medicine; Breast cancer; Content analysis; Cancer; Internal medicine; Oncology","score_opus":0.5957970645644348,"score_gpt":0.6170393805164288,"score_spread":0.021242315951993995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401514437","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94467247,0.001212217,0.000021654647,0.04093251,0.011845035,0.00015790184,0.000014445675,0.000006414517,0.0011373411],"genre_scores_gemma":[0.9926033,0.004084046,0.00018428305,0.00072631234,0.0023281607,0.000012553908,3.959599e-7,0.000004671593,0.000056274188],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9971729,0.0009080154,0.0012854637,0.00012401927,0.00035166982,0.00015794592],"domain_scores_gemma":[0.98677915,0.011512612,0.00081673486,0.00005632681,0.0005556093,0.0002795766],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.005319264,0.0000574347,0.00079124287,0.00025588035,0.000068584224,0.000015092628,0.00012776635,0.00026397913,0.00021996125],"category_scores_gemma":[0.009598501,0.00004294849,0.00029332933,0.0006128222,0.00052087015,0.00011996965,0.000013946577,0.00049318455,0.0000034589264],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046480316,0.00042748995,0.3582146,0.000022261547,0.0014273995,0.000026168856,0.023652581,0.000012673126,0.000017711214,0.008046009,0.0016715348,0.60601676],"study_design_scores_gemma":[0.0003474965,0.0009944492,0.95263886,0.000091726026,0.0011839351,0.0000025732359,0.00882215,0.00006769474,0.0000026050404,0.0005077046,0.035291117,0.0000496836],"about_ca_topic_score_codex":0.0045765955,"about_ca_topic_score_gemma":0.0040681157,"teacher_disagreement_score":0.6059671,"about_ca_system_score_codex":0.00038226563,"about_ca_system_score_gemma":0.0030687745,"threshold_uncertainty_score":0.9987441},"labels":[],"label_agreement":null},{"id":"W4401588197","doi":"10.1002/trc2.12496","title":"Practical social media recommendations for dementia prevention researchers","year":2024,"lang":"en","type":"article","venue":"Alzheimer s & Dementia Translational Research & Clinical Interventions","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"AGE-WELL; National Institute on Aging; National Institutes of Health; Consortium canadien en neurodégénérescence associée au vieillissement; Alzheimer's Association","keywords":"Social media; Misinformation; Delphi method; Psychology; Stigma (botany); Set (abstract data type); Public relations; False accusation; Medical education; Delphi; Medicine; Social psychology; Computer science; Political science; World Wide Web","score_opus":0.8862449887409797,"score_gpt":0.7109130157983018,"score_spread":0.17533197294267788,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401588197","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0059223515,0.04699841,0.09092878,0.8091452,0.02521556,0.012153532,0.00059319485,0.0007649014,0.008278029],"genre_scores_gemma":[0.9455979,0.0018094134,0.036332853,0.00015435781,0.0077095986,0.0068668774,0.0011966904,0.000091942005,0.00024038382],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98964506,0.0046749287,0.0017161043,0.00081330654,0.0020202463,0.0011303725],"domain_scores_gemma":[0.9614911,0.03591296,0.00017512336,0.0002614017,0.0015694113,0.00059000455],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.026059601,0.00019717065,0.0003178736,0.0006243781,0.0027219912,0.0006012186,0.000526911,0.0004310767,0.0053541563],"category_scores_gemma":[0.018662373,0.00022418976,0.0010555909,0.0014650073,0.0013684618,0.0011049609,0.000086583736,0.0014347226,0.00041466008],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013278269,0.0014103656,0.0023265574,0.00013495679,0.005252716,0.0000037997374,0.009449448,7.987922e-7,0.00000925118,0.4436988,0.17843853,0.359142],"study_design_scores_gemma":[0.00075841974,0.0002610158,0.013531055,0.00040176767,0.0023627572,8.866387e-7,0.0042922585,0.00035647125,0.000019318353,0.1065779,0.87114006,0.00029805815],"about_ca_topic_score_codex":0.0005535634,"about_ca_topic_score_gemma":0.007102957,"teacher_disagreement_score":0.9396755,"about_ca_system_score_codex":0.00013848484,"about_ca_system_score_gemma":0.0032560232,"threshold_uncertainty_score":0.99857634},"labels":[],"label_agreement":null},{"id":"W4401643484","doi":"10.2196/45291","title":"Impact of a New Gynecologic Oncology Hashtag During Virtual-Only ASCO Annual Meetings: An X (Twitter) Social Network Analysis","year":2024,"lang":"en","type":"article","venue":"JMIR Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Social media; Gynecologic oncology; Coronavirus disease 2019 (COVID-19); Clinical Oncology; Social network (sociolinguistics); Pandemic; Computer science; Medicine; Psychology; Internal medicine; Oncology; World Wide Web; Cancer","score_opus":0.04186535448604745,"score_gpt":0.4729637015829033,"score_spread":0.43109834709685585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401643484","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9763355,0.00035085744,0.000058548027,0.013720628,0.0068520224,0.00088278984,0.0000062208505,0.00018499167,0.0016084395],"genre_scores_gemma":[0.9853714,0.000116788666,0.00027425555,0.000410872,0.012878517,0.0004978089,0.00008317593,0.000019400986,0.0003477547],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.996229,0.0009413847,0.0006551451,0.00045580816,0.0010943251,0.0006243202],"domain_scores_gemma":[0.9969053,0.001422627,0.00030603172,0.00018809678,0.00031717386,0.00086072274],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002287544,0.00017853975,0.00045841493,0.0004015919,0.00053977687,0.00007808842,0.00040148437,0.0006970577,0.003208083],"category_scores_gemma":[0.0060805185,0.00017163894,0.00029685287,0.0030393752,0.0004129225,0.0004056055,0.0000423241,0.0005410932,0.000052668387],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000074110416,0.001135484,0.13903534,0.00009010785,0.00039565895,0.000004664924,0.40734687,0.00003563747,0.000019954949,0.0047230762,0.04777269,0.3993664],"study_design_scores_gemma":[0.00025124036,0.00045353186,0.9292427,0.00009517536,0.00029472535,0.0000029632529,0.031129748,0.000117182404,0.0000021418489,0.0015585184,0.036612928,0.00023915278],"about_ca_topic_score_codex":0.01400526,"about_ca_topic_score_gemma":0.0051766,"teacher_disagreement_score":0.7902073,"about_ca_system_score_codex":0.0017785111,"about_ca_system_score_gemma":0.030631967,"threshold_uncertainty_score":0.99770314},"labels":[],"label_agreement":null},{"id":"W4401749390","doi":"10.55905/revconv.17n.8-352","title":"Using an intervention mapping approach to develop and implement a social media intervention","year":2024,"lang":"en","type":"article","venue":"Contribuciones a las Ciencias Sociales","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Intervention (counseling); Intervention mapping; Social media; Protocol (science); Population; Adaptation (eye); Computer science; Psychology; Identification (biology); Medicine; Nursing; World Wide Web; Alternative medicine","score_opus":0.3739147874105175,"score_gpt":0.4592838425274916,"score_spread":0.08536905511697412,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401749390","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9491705,0.0018220603,0.035125285,0.0037596917,0.006751747,0.0020900667,0.000052077092,0.00042413015,0.00080449774],"genre_scores_gemma":[0.9927434,0.000064067564,0.0032771924,0.00014245715,0.0031771944,0.00047955362,0.000064144435,0.00003058354,0.000021428303],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9966882,0.00082365394,0.00061526895,0.00055729103,0.0006400569,0.00067551294],"domain_scores_gemma":[0.997927,0.0009103437,0.00017834269,0.00010670768,0.00056539575,0.0003121911],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0042588883,0.00020316789,0.00032014214,0.00039500618,0.0017424244,0.0004385066,0.00026768178,0.00023870255,0.00005553488],"category_scores_gemma":[0.005318261,0.00022749255,0.00012386266,0.0018826838,0.00032928263,0.0006646795,0.00012454676,0.00021597435,0.000018007528],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021437121,0.00035014944,0.0022995207,0.00027144872,0.00005659404,0.0000034154953,0.5215798,0.0000023893522,0.00026844055,0.235346,0.000679614,0.23912118],"study_design_scores_gemma":[0.0020199663,0.00021354984,0.17053787,0.0011584471,0.00030137648,0.000013898192,0.591116,0.002042426,0.00021219936,0.040956367,0.18966861,0.0017592809],"about_ca_topic_score_codex":0.0029124387,"about_ca_topic_score_gemma":0.0058264765,"teacher_disagreement_score":0.23736191,"about_ca_system_score_codex":0.0014290065,"about_ca_system_score_gemma":0.0010335861,"threshold_uncertainty_score":0.9995572},"labels":[],"label_agreement":null},{"id":"W4401794456","doi":"10.1097/acm.0000000000005853","title":"Navigating the Impact of Social and Digital Media in Academic Medicine","year":2024,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Family medicine; Medicine; Social media; Medical education; Political science","score_opus":0.16827022737860356,"score_gpt":0.5323898406804742,"score_spread":0.3641196133018707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401794456","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89610577,0.010880534,0.000009800484,0.08796125,0.0025089243,0.0006338734,0.000007040667,0.0000665466,0.0018262867],"genre_scores_gemma":[0.98762274,0.0037824025,0.0000030386605,0.00025625166,0.008175056,0.00008287226,0.000016477912,0.00001914053,0.00004202433],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.997469,0.0002809168,0.00073736324,0.0002710453,0.00077831413,0.00046332332],"domain_scores_gemma":[0.990768,0.008639881,0.00020172987,0.000097317956,0.000078046694,0.0002149889],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0038874361,0.00015973637,0.00038912822,0.00011670334,0.00023656599,0.000010157127,0.0003627395,0.00044361502,0.00022928175],"category_scores_gemma":[0.018361038,0.000098330784,0.000038424685,0.0012582752,0.0022873867,0.0003127982,0.000049254606,0.0025275974,0.000009748599],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001219593,0.0000022591994,0.04848729,0.00006577224,0.000017312494,0.0000029348605,0.85490316,5.144571e-7,0.00022076702,0.011527164,0.006442559,0.07831806],"study_design_scores_gemma":[0.0017968091,0.000399988,0.38366568,0.007109796,0.00016210527,0.000025557847,0.48881814,0.00046283077,0.00003588387,0.085882254,0.031102017,0.00053893815],"about_ca_topic_score_codex":0.0121524045,"about_ca_topic_score_gemma":0.00021005349,"teacher_disagreement_score":0.36608505,"about_ca_system_score_codex":0.00033976164,"about_ca_system_score_gemma":0.00057329016,"threshold_uncertainty_score":0.9997736},"labels":[],"label_agreement":null},{"id":"W4401821341","doi":"10.3233/shti240699","title":"Technological Literacy as a Framework for Health Professions Education in the Digital Era","year":2024,"lang":"en","type":"article","venue":"Studies in health technology and informatics","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria; Public Health Ontario; University of Toronto","funders":"","keywords":"Psychological intervention; Telehealth; ICTS; Knowledge management; Information and Communications Technology; Health professions; Digital health; Literacy; Digital era; Political science; Medical education; Engineering ethics; Medicine; Health care; Sociology; Computer science; Telemedicine; Pedagogy; Engineering; Nursing; The Internet; World Wide Web","score_opus":0.10045541438871665,"score_gpt":0.5329292144028744,"score_spread":0.4324738000141578,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401821341","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20605558,0.04459457,0.0015064299,0.73313326,0.0057552434,0.007238989,0.000016913655,0.00049181766,0.0012071979],"genre_scores_gemma":[0.9594145,0.018050032,0.012833085,0.0053526955,0.00021152085,0.0040859715,0.000009466343,0.00000864512,0.00003411342],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9982579,0.00013876556,0.00077591586,0.00013789737,0.00017389606,0.0005156308],"domain_scores_gemma":[0.9959067,0.0035916993,0.00018977789,0.00017380937,0.00008062963,0.00005735925],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0025574793,0.00010982593,0.00026571582,0.0006542785,0.0008921344,0.00007122961,0.00025049545,0.0003356382,0.00000233454],"category_scores_gemma":[0.012937246,0.00008050595,0.000022132506,0.0019793683,0.0011979628,0.0003523464,0.00007115886,0.00090544904,0.000008600857],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000026589628,0.00003997973,0.0034108064,0.0005939828,0.000002821097,1.5583089e-7,0.14461014,1.07511575e-7,3.4539016e-9,0.48305246,0.00074270915,0.36754417],"study_design_scores_gemma":[0.00006786318,0.00017286256,0.0017601226,0.0013389286,0.0000014759896,0.000004053017,0.36547208,0.000038599243,1.8820145e-7,0.39743206,0.2336393,0.00007246662],"about_ca_topic_score_codex":0.00013654184,"about_ca_topic_score_gemma":0.00020026065,"teacher_disagreement_score":0.7533589,"about_ca_system_score_codex":0.00052618375,"about_ca_system_score_gemma":0.0028008043,"threshold_uncertainty_score":0.9953772},"labels":[],"label_agreement":null},{"id":"W4401978840","doi":"10.1503/cjs.008724","title":"Social media in surgery: the good, the bad, and the ugly.","year":2024,"lang":"en","type":"editorial","venue":"PubMed","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Social media; Surgery; General surgery; World Wide Web","score_opus":0.07592774703642222,"score_gpt":0.349817113897955,"score_spread":0.27388936686153276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401978840","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011383442,0.0039917473,7.8127904e-8,0.14230628,0.8455475,0.003265603,0.00003143647,0.000057660054,0.0036613657],"genre_scores_gemma":[0.030441541,0.0032074398,7.622532e-7,0.0002680418,0.9391789,0.026413323,0.0000307133,0.000040280873,0.00041899452],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9942884,0.002470326,0.000475359,0.00037261972,0.0015709541,0.0008223859],"domain_scores_gemma":[0.87147367,0.12756869,0.00032537567,0.00031359968,0.00017255965,0.00014612294],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.015967207,0.00021855418,0.00044134216,0.00010220482,0.0013605487,0.00044882146,0.000822213,0.0007935808,0.000021899878],"category_scores_gemma":[0.076495096,0.00010988873,0.00016613431,0.0009757088,0.0022101116,0.00009908164,0.00013216998,0.0017268311,0.000029381126],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023082588,0.0000083951845,0.00021702443,0.000028399456,0.000019637188,9.619465e-7,0.08880948,1.6194091e-8,1.3396482e-9,0.0064238426,0.8338567,0.07061248],"study_design_scores_gemma":[0.00016966034,8.025476e-7,0.01456315,0.000019438177,0.00007064838,1.0427152e-7,0.008827796,4.6781858e-7,5.766016e-8,0.010641959,0.9655801,0.00012579099],"about_ca_topic_score_codex":0.0131233875,"about_ca_topic_score_gemma":0.055304483,"teacher_disagreement_score":0.14203824,"about_ca_system_score_codex":0.0005220787,"about_ca_system_score_gemma":0.0018685298,"threshold_uncertainty_score":0.99993956},"labels":[],"label_agreement":null},{"id":"W4402058635","doi":"10.1016/j.soi.2024.100094","title":"How reliable are post-mastectomy breast reconstruction videos on YouTube?","year":2024,"lang":"en","type":"article","venue":"Surgical Oncology Insight","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St Mary's Hospital Centre; McGill University Health Centre; McGill University; University of Calgary; Institut Universitaire de Gériatrie de Montréal; McMaster University; Ontario Clinical Oncology Group","funders":"Social Sciences and Humanities Research Council of Canada; Fonds de Recherche du Québec-Société et Culture; Fondation du cancer des Cèdres","keywords":"Mastectomy; Computer science; Breast reconstruction; Medicine; Breast cancer; Internal medicine; Cancer","score_opus":0.05835121434293831,"score_gpt":0.36665317116960777,"score_spread":0.30830195682666944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402058635","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4145962,0.0024819602,0.000009829958,0.30973443,0.054486036,0.0017464998,0.00004013577,0.0008156955,0.21608923],"genre_scores_gemma":[0.98717004,0.0012358095,0.00021174361,0.0007935831,0.0072467434,0.0005946436,0.000021053134,0.000036116384,0.002690293],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976602,0.0006296125,0.00029371184,0.00046106084,0.00042978834,0.00052561186],"domain_scores_gemma":[0.9961156,0.0029321825,0.00012744313,0.00018249439,0.00031163913,0.0003306435],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008293647,0.00016259713,0.0003267312,0.00022204153,0.00057857967,0.00017341427,0.00019032104,0.0005850621,0.0007732352],"category_scores_gemma":[0.0010052774,0.00014201888,0.00012236553,0.00081697013,0.00050949014,0.00046148585,0.000027169455,0.0006292931,0.00050374144],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018957065,0.00022635775,0.0040122983,0.00008260592,0.00005061484,0.00034001138,0.018137928,0.0000032644086,0.00004687691,0.04717887,0.004502739,0.92522883],"study_design_scores_gemma":[0.00027312487,0.00021359205,0.002751317,0.00013866382,0.000024770878,0.000108795946,0.0055303043,0.000016601678,0.000028947083,0.0012126988,0.98953265,0.00016856354],"about_ca_topic_score_codex":0.0014063733,"about_ca_topic_score_gemma":0.001444706,"teacher_disagreement_score":0.9850299,"about_ca_system_score_codex":0.0013300021,"about_ca_system_score_gemma":0.0014502013,"threshold_uncertainty_score":0.8466384},"labels":[],"label_agreement":null},{"id":"W4402110788","doi":"10.1016/j.jaad.2024.07.1411","title":"51087 UtahDERM: Implementing a Digital Dermatology Education Platform","year":2024,"lang":"en","type":"article","venue":"Journal of the American Academy of Dermatology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dermatology; Medical physics","score_opus":0.05865584836976062,"score_gpt":0.4351507973164239,"score_spread":0.3764949489466633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402110788","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8793166,0.0016728524,0.000057049765,0.11385528,0.0033730466,0.00030443596,0.0000045858496,0.000025543106,0.0013905747],"genre_scores_gemma":[0.99719584,0.00042976838,0.00040714545,0.0010887401,0.0008050309,0.000024527266,8.3215e-7,0.000015708822,0.000032401924],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978326,0.00030169098,0.000867828,0.00013136465,0.00042269332,0.00044381924],"domain_scores_gemma":[0.9966232,0.0017195399,0.0013182291,0.00008496156,0.00012302722,0.00013104265],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042654984,0.00011443943,0.00043898763,0.00030711823,0.0002806855,0.00005851847,0.00061835826,0.00012429395,0.000041206436],"category_scores_gemma":[0.0016755171,0.00009046767,0.0002013026,0.000850791,0.0010164884,0.0005225641,0.000079076635,0.00059396133,0.000016864169],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009552137,0.00022383411,0.18712668,0.00039447696,0.00033758685,0.000029307887,0.05335371,0.000003817048,0.0007822827,0.08834726,0.048682548,0.620623],"study_design_scores_gemma":[0.00026298346,0.000059704475,0.024491003,0.00030308182,0.00016514111,0.0041738115,0.03185614,0.000072214,0.0014820581,0.031665687,0.9052114,0.00025677847],"about_ca_topic_score_codex":0.00030450482,"about_ca_topic_score_gemma":0.00002796508,"teacher_disagreement_score":0.8565289,"about_ca_system_score_codex":0.000289691,"about_ca_system_score_gemma":0.0022904763,"threshold_uncertainty_score":0.4063207},"labels":[],"label_agreement":null},{"id":"W4402190398","doi":"10.1148/radiol.233057","title":"Amplifying Research: The Potential for Podcasts to Boost <i>Radiology</i> Journal Article Exposure","year":2024,"lang":"en","type":"article","venue":"Radiology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Regina General Hospital","funders":"","keywords":"Medicine; Medical physics","score_opus":0.24432280121919095,"score_gpt":0.49155041469212557,"score_spread":0.24722761347293462,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402190398","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8173192,0.0051085413,0.0028812797,0.14681919,0.024998726,0.001819058,0.000009654102,0.000105499246,0.000938856],"genre_scores_gemma":[0.98339236,0.00038224584,0.0009575975,0.0011430015,0.013220501,0.0006742539,0.0000030335568,0.000020201642,0.00020681789],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99678195,0.0015117816,0.00028553134,0.0002653292,0.00029402765,0.00086136424],"domain_scores_gemma":[0.9932776,0.005967144,0.000044702887,0.00016826204,0.0002533209,0.00028897423],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0066675018,0.00008277059,0.00016375678,0.00016527926,0.0018238164,0.00017684883,0.00041559534,0.00020728534,0.00011490637],"category_scores_gemma":[0.0078609865,0.00006368304,0.00008393149,0.0005826637,0.0005562526,0.00015202422,0.000039055485,0.00059544056,0.00016338001],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022997549,0.000086813154,0.0064656767,0.00008753894,0.00012518947,0.00007125021,0.2324422,0.0001572075,0.005780578,0.22140995,0.28066915,0.25247446],"study_design_scores_gemma":[0.00023443109,0.0004342193,0.011298556,0.000042429092,0.000024090392,0.00024788716,0.015982764,0.00012785057,0.000057789974,0.04029065,0.9311089,0.00015044244],"about_ca_topic_score_codex":0.00041741205,"about_ca_topic_score_gemma":0.00046046736,"teacher_disagreement_score":0.65043974,"about_ca_system_score_codex":0.00037139578,"about_ca_system_score_gemma":0.00093141367,"threshold_uncertainty_score":0.99947566},"labels":[],"label_agreement":null},{"id":"W4402200128","doi":"10.2196/44038","title":"A Policy Proposal for Utilizing Digital Technology in Continuous Medical Education Based on the Consensus Statement of the Middle East, Africa, and Russia Region Expert Group Meeting (Preprint)","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Statement (logic); Group (periodic table); Political science; Library science; Computer science; Law; World Wide Web","score_opus":0.17040485628938,"score_gpt":0.4569740406114249,"score_spread":0.28656918432204487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402200128","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80311877,0.00010695806,0.000016635871,0.18705267,0.0003612988,0.0053089596,0.000009861523,0.000023262966,0.0040016114],"genre_scores_gemma":[0.9913214,0.000016834889,0.00007621457,0.00011516249,0.00010812647,0.00832487,0.0000031786349,0.000008080639,0.000026146126],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99663955,0.0013173431,0.0003405679,0.00017759427,0.0010971703,0.00042774816],"domain_scores_gemma":[0.9961412,0.003164503,0.00018703724,0.00018871047,0.00022925525,0.00008929229],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004797681,0.000068692185,0.00012585706,0.00033926408,0.001169909,0.00004476637,0.00038541542,0.00007587673,0.000019868514],"category_scores_gemma":[0.012056484,0.00004767206,0.000032800115,0.0012538049,0.00094180106,0.00008293438,0.00021475233,0.0004924464,0.0000010111779],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022363276,0.00089203485,0.010770732,0.00012576424,0.000009439213,7.630302e-7,0.57507956,0.0000050405824,0.00004235438,0.31499922,0.0026080061,0.09524345],"study_design_scores_gemma":[0.0006769909,0.00052716193,0.003974118,0.00046667253,0.0000015027676,0.0000021836638,0.9318962,0.0021632921,0.0001047967,0.040261712,0.019811716,0.00011365035],"about_ca_topic_score_codex":0.0018802816,"about_ca_topic_score_gemma":0.0003043938,"teacher_disagreement_score":0.35681665,"about_ca_system_score_codex":0.00084118254,"about_ca_system_score_gemma":0.004778519,"threshold_uncertainty_score":0.9962654},"labels":[],"label_agreement":null},{"id":"W4402269567","doi":"10.2196/52448","title":"Social Media Recruitment as a Potential Trigger for Vulnerability: Multistakeholder Interview Study","year":2024,"lang":"en","type":"article","venue":"JMIR Human Factors","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Vulnerability (computing); Social media; Social vulnerability; Sociology; Psychology; Social psychology; Computer security; Computer science; World Wide Web","score_opus":0.5512615802225793,"score_gpt":0.5370344328091833,"score_spread":0.014227147413396035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402269567","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.976189,0.0002418941,0.000020053852,0.003222431,0.009694653,0.009753767,0.000029420711,0.00033411395,0.0005146606],"genre_scores_gemma":[0.98623365,0.000010387832,0.000021748703,0.000071508075,0.0034001726,0.009544389,0.000053539698,0.00004201776,0.0006225845],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969157,0.00078824215,0.00049785763,0.0005201225,0.00073961,0.00053847046],"domain_scores_gemma":[0.99741703,0.0018811153,0.0001114287,0.0001829914,0.00017136452,0.00023608001],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00191316,0.0002111994,0.0003301727,0.00020006778,0.0013091664,0.00031358676,0.0003186912,0.00020960499,0.0010169051],"category_scores_gemma":[0.0014993536,0.0001984174,0.00023141802,0.0004418958,0.00024631622,0.00025519115,0.00004250848,0.00031037934,0.00008029223],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002133051,0.00091384037,0.004423716,0.00023588653,0.00009856178,0.0000069933726,0.88628685,1.7695059e-7,0.000055167922,0.008000297,0.009448123,0.09050906],"study_design_scores_gemma":[0.0010771384,0.00046038747,0.14163382,0.00011718281,0.00017474373,3.613844e-7,0.19081949,0.000006142438,0.00005964616,0.0076149465,0.65745175,0.0005843837],"about_ca_topic_score_codex":0.001961507,"about_ca_topic_score_gemma":0.0045093843,"teacher_disagreement_score":0.69546735,"about_ca_system_score_codex":0.0008877596,"about_ca_system_score_gemma":0.00051101425,"threshold_uncertainty_score":0.999991},"labels":[],"label_agreement":null},{"id":"W4402506472","doi":"10.2196/55744","title":"Retracted: Comparative Effectiveness of Health Communication Strategies in Nursing: A Mixed Methods Study of Internet, mHealth, and Social Media Versus Traditional Methods","year":2024,"lang":"en","type":"article","venue":"JMIR Nursing","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":8,"is_retracted":true,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Perspective (graphical); mHealth; The Internet; Social media; Psychology; Nursing; Medicine; Computer science; World Wide Web; Psychological intervention; Artificial intelligence","score_opus":0.38044448700233513,"score_gpt":0.6131146820891142,"score_spread":0.2326701950867791,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402506472","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9839454,0.0030540095,0.0018860957,0.0014224325,0.0061413045,0.0019713298,0.000007768002,0.00005929422,0.0015123439],"genre_scores_gemma":[0.98378277,0.000056833043,0.015582638,0.0000034436428,0.00020437526,0.00032802328,0.00002693356,0.000014266614,7.2164573e-7],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9834744,0.0148798255,0.0006735752,0.00028376997,0.0003984876,0.00028996076],"domain_scores_gemma":[0.9751963,0.024085758,0.00034703012,0.00012894711,0.00015670649,0.00008526303],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008892344,0.00013654296,0.000584579,0.00034623055,0.0002966519,0.000058008824,0.00019154142,0.00018997907,0.000010153609],"category_scores_gemma":[0.0008564085,0.00015446823,0.000047852758,0.00094255275,0.00088525633,0.00035819475,0.000011981394,0.00051253266,3.702143e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022391193,0.0007702833,0.00022097313,0.0003358351,0.000021712858,2.5498954e-7,0.6779376,0.0000025911813,0.00010708123,0.052745495,0.00005047615,0.26758376],"study_design_scores_gemma":[0.00089134014,0.00047889267,0.36480296,0.0022316745,0.00004071502,9.733877e-7,0.6074263,0.00025711764,0.0001702047,0.023452846,0.00011138032,0.00013560902],"about_ca_topic_score_codex":0.002614271,"about_ca_topic_score_gemma":0.0012327115,"teacher_disagreement_score":0.36458197,"about_ca_system_score_codex":0.0012210654,"about_ca_system_score_gemma":0.0012521811,"threshold_uncertainty_score":0.62990314},"labels":[],"label_agreement":null},{"id":"W4402559791","doi":"10.1016/j.annonc.2024.08.408","title":"CN21 Descriptive and content analysis of breast cancer vlogs on YouTube","year":2024,"lang":"en","type":"article","venue":"Annals of Oncology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia Hospital; University of British Columbia; McGill University","funders":"","keywords":"Medicine; Descriptive statistics; Content analysis; Gynecology; Oncology; Statistics","score_opus":0.4908825991523964,"score_gpt":0.5360081680159761,"score_spread":0.04512556886357966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402559791","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.953818,0.0019593844,0.0000045407583,0.037897967,0.0020512117,0.00026712546,0.00007507394,0.00001571786,0.003910956],"genre_scores_gemma":[0.9960532,0.0027454663,0.00003338007,0.0007327511,0.00027045168,0.0001010266,0.0000033148735,0.0000043537125,0.000056040455],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9989884,0.0002544895,0.000239692,0.00015436442,0.00017896734,0.00018411179],"domain_scores_gemma":[0.9980266,0.0013629979,0.00011951793,0.0000686133,0.00032717458,0.00009509189],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00073634746,0.000054464137,0.00030026806,0.00025196868,0.00007183258,0.00000775555,0.000082414066,0.00012515445,0.00020388972],"category_scores_gemma":[0.0006574414,0.000050088544,0.000078017176,0.0007708218,0.00041796363,0.00007100575,0.000013651922,0.00008963959,0.0000035063924],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013662211,0.00028522397,0.10397925,0.00008971728,0.0010943719,0.0000048974207,0.19709583,0.0000110625015,0.0004314575,0.048372567,0.0042471327,0.6442519],"study_design_scores_gemma":[0.00017012516,0.00067830645,0.89862174,0.0001110029,0.00057439186,5.9683504e-7,0.03257643,0.0001046157,0.0003452516,0.0011049603,0.06559036,0.00012221816],"about_ca_topic_score_codex":0.04739316,"about_ca_topic_score_gemma":0.011975252,"teacher_disagreement_score":0.7946425,"about_ca_system_score_codex":0.00013125842,"about_ca_system_score_gemma":0.0007094101,"threshold_uncertainty_score":0.95895034},"labels":[],"label_agreement":null},{"id":"W4402563576","doi":"10.2196/50408","title":"Popular Skin of Color Dermatology Social Media on TikTok 2021-2022: Content Analysis (Preprint)","year":2023,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Dermatology; Medicine; Computer science; World Wide Web","score_opus":0.12829242911629252,"score_gpt":0.4121212521145099,"score_spread":0.2838288229982174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402563576","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96834135,0.00008540879,0.000018491955,0.025375728,0.0034852885,0.0012023074,0.000022689072,0.0001613486,0.0013073761],"genre_scores_gemma":[0.99736714,0.00013977707,0.00005937051,0.00031684083,0.00048313124,0.0014424643,0.000103815546,0.000020661237,0.00006679509],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996172,0.001277684,0.00076065847,0.0004500219,0.00058180955,0.000757813],"domain_scores_gemma":[0.9955069,0.0032021604,0.00044947912,0.00031240907,0.00031110577,0.00021794507],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006049734,0.00018528059,0.0007981085,0.00082332536,0.0005342425,0.000019012008,0.00047334313,0.00058245286,0.00069097715],"category_scores_gemma":[0.0036987457,0.00020550142,0.0002782803,0.0028625627,0.0007184463,0.00009196307,0.00009646066,0.00032847284,0.00067983964],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019104329,0.00046902077,0.48798463,0.00021906848,0.000788842,0.00022840813,0.27063993,0.00003166684,0.00035145017,0.18777485,0.033674195,0.017646909],"study_design_scores_gemma":[0.0010997235,0.000054818443,0.8672539,0.00002919755,0.00036740833,0.00002504064,0.049727127,0.00027667917,0.0013335617,0.005110178,0.07420146,0.00052088976],"about_ca_topic_score_codex":0.0018704595,"about_ca_topic_score_gemma":0.009792322,"teacher_disagreement_score":0.3792693,"about_ca_system_score_codex":0.0003451573,"about_ca_system_score_gemma":0.0006271125,"threshold_uncertainty_score":0.873819},"labels":[],"label_agreement":null},{"id":"W4402693740","doi":"10.2196/60500","title":"How Dermatologists Can Aid Nondermatologic Professionals Using the <i>Figure 1</i> App: Case Analysis","year":2024,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Dermatology; Medicine; Health professionals; Skin care; Health care; Nursing; Computer science; World Wide Web","score_opus":0.10507103182231864,"score_gpt":0.44305035727083286,"score_spread":0.3379793254485142,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402693740","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78605086,0.0040225247,0.0008270855,0.19852443,0.0064008753,0.002509231,0.000027288577,0.0006431102,0.0009945922],"genre_scores_gemma":[0.9947845,0.000094082665,0.00046667567,0.0023922299,0.00051447033,0.0014769073,0.00002985905,0.000027960337,0.00021332409],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9957317,0.0018181347,0.00049084565,0.0005379328,0.0004936098,0.00092778244],"domain_scores_gemma":[0.99547213,0.003362014,0.00023494399,0.00044915016,0.00020582575,0.000275914],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00057724374,0.00027179706,0.00056434586,0.00046103864,0.0017968753,0.00034201654,0.0005110493,0.00058801717,0.00013843318],"category_scores_gemma":[0.0010263354,0.00020199643,0.00026486014,0.0030437044,0.0009829393,0.00032396123,0.00009546709,0.00065390224,0.000053443742],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005472188,0.00051814085,0.36086532,0.0022871818,0.0021971345,0.03013747,0.320824,0.00012326952,0.00015771014,0.18404259,0.08785552,0.010936942],"study_design_scores_gemma":[0.00063934404,0.00003248938,0.0042143906,0.00029872573,0.001963533,0.026473694,0.16135775,0.009505798,0.0006241246,0.0074586472,0.7859506,0.0014809138],"about_ca_topic_score_codex":0.002961925,"about_ca_topic_score_gemma":0.0063846707,"teacher_disagreement_score":0.6980951,"about_ca_system_score_codex":0.0004192761,"about_ca_system_score_gemma":0.001611873,"threshold_uncertainty_score":0.99950266},"labels":[],"label_agreement":null},{"id":"W4402722631","doi":"10.2196/57747","title":"Short-Form Video Informed Consent Compared With Written Consent for Adolescents and Young Adults: Randomized Experiment","year":2024,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Informed consent; Comprehension; Social media; Young adult; Psychology; Family medicine; Medicine; Clinical psychology; Alternative medicine; Developmental psychology; Computer science","score_opus":0.1797488600834161,"score_gpt":0.5088272356361335,"score_spread":0.32907837555271746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402722631","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96872133,0.0011974092,0.00027655694,0.0058541675,0.0021636898,0.016955063,0.000046443492,0.00017056601,0.0046148044],"genre_scores_gemma":[0.9832641,0.001071833,0.0002497806,0.000059820497,0.00037851982,0.014796478,0.00003639076,0.000021235255,0.00012182716],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.996361,0.00074328284,0.0005280198,0.00029154643,0.0012314881,0.0008446377],"domain_scores_gemma":[0.9881923,0.010483553,0.000077611214,0.00016183258,0.00068247726,0.0004022215],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036279426,0.0001730893,0.00043177325,0.00033385586,0.000987964,0.00034375724,0.00021890683,0.00012761573,0.00004195143],"category_scores_gemma":[0.0031413257,0.0001331386,0.000085551874,0.00057756266,0.0017224699,0.0005516106,0.000077356,0.00038461277,0.000036424284],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.022434793,0.00022210047,0.003321823,0.0026220689,0.00011492839,0.0000045471647,0.93337476,3.856197e-7,0.000019472456,0.009356127,0.012940759,0.015588262],"study_design_scores_gemma":[0.08930663,0.0011025169,0.022068938,0.010511636,0.000074120144,0.000015590178,0.7850677,0.0031733217,0.0005861391,0.0031896243,0.083911374,0.0009924048],"about_ca_topic_score_codex":0.0029248395,"about_ca_topic_score_gemma":0.005052529,"teacher_disagreement_score":0.14830703,"about_ca_system_score_codex":0.0010339716,"about_ca_system_score_gemma":0.0027874243,"threshold_uncertainty_score":0.759872},"labels":[],"label_agreement":null},{"id":"W4402782999","doi":"10.1002/aet2.11026","title":"Educator's blueprint: Key considerations for using social media in survey‐based medical education research","year":2024,"lang":"en","type":"article","venue":"AEM Education and Training","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University; University of Saskatchewan","funders":"","keywords":"Social media; Blueprint; Representativeness heuristic; Medical education; Set (abstract data type); Public relations; Best practice; Psychology; Field (mathematics); Computer science; Political science; Medicine; Engineering; Social psychology; World Wide Web","score_opus":0.603764255224516,"score_gpt":0.5874461433986214,"score_spread":0.0163181118258946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402782999","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9234311,0.001499265,0.00014791336,0.052779842,0.017776748,0.0015706624,0.000013833674,0.00010109475,0.0026795554],"genre_scores_gemma":[0.99053055,0.00006441167,0.0035476733,0.00064060814,0.00377323,0.0013072203,0.000072863535,0.00002723054,0.00003621488],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99686235,0.0011921435,0.0004107385,0.0004037959,0.0006493602,0.00048161394],"domain_scores_gemma":[0.9833532,0.015504149,0.000068827685,0.00011374175,0.000587188,0.00037288968],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0084103765,0.00011458201,0.00018401037,0.000605749,0.0011912087,0.00030069944,0.00012887495,0.00026106834,0.00037445436],"category_scores_gemma":[0.04132225,0.00013672083,0.000041961226,0.0010767492,0.00045255508,0.00026871008,0.000015810983,0.00042951806,0.000012470776],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008544881,0.00035939962,0.008320396,0.00012233746,0.0000086602695,4.172562e-7,0.4182707,0.0000011519294,0.00000796586,0.32123643,0.0037652934,0.2478987],"study_design_scores_gemma":[0.0007422297,0.000050774997,0.25975773,0.001121507,0.00005350015,0.00001077088,0.46482536,0.0026623877,0.000038104277,0.16164428,0.10836309,0.0007302719],"about_ca_topic_score_codex":0.006987658,"about_ca_topic_score_gemma":0.033305176,"teacher_disagreement_score":0.25143734,"about_ca_system_score_codex":0.0006232332,"about_ca_system_score_gemma":0.063496344,"threshold_uncertainty_score":0.9996249},"labels":[],"label_agreement":null},{"id":"W4402819921","doi":"10.2196/preprints.44368","title":"Psychological Health and Wellness and the Impact of a Supportive Text Messaging Program (Wellness4MDs) Among Physicians and Medical Learners in Canada: Protocol for a Longitudinal Study (Preprint)","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Preprint; Protocol (science); Psychology; Longitudinal study; Medical education; Gerontology; Medicine; Computer science; World Wide Web; Alternative medicine","score_opus":0.15504570184559116,"score_gpt":0.511538110068289,"score_spread":0.3564924082226978,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402819921","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7485631,0.000021483453,0.00002508812,0.005705649,0.00025844024,0.24522834,0.000006952621,0.00004654882,0.00014441488],"genre_scores_gemma":[0.6451574,0.00005699113,0.000044038825,0.00004094838,0.00010772677,0.35456485,0.000003280503,0.000014524953,0.000010278283],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99562466,0.0014184853,0.0007730477,0.0008052534,0.00075834553,0.0006202106],"domain_scores_gemma":[0.99462867,0.0039626174,0.0006248586,0.0002493965,0.00011276233,0.0004216738],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005419645,0.00026458394,0.00083265314,0.000113220274,0.00041725175,0.000087759894,0.00032048774,0.00023059646,0.000030130695],"category_scores_gemma":[0.0046192366,0.00018285697,0.0000746523,0.0003814678,0.0014416105,0.00007403263,0.00032462188,0.0007634524,1.8108862e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022755234,0.0003938127,0.85291296,0.00044407876,0.000055744003,0.000003781172,0.07627114,0.000011724096,2.2170543e-8,0.00040321134,0.00022298601,0.06905297],"study_design_scores_gemma":[0.0017309868,0.00034928723,0.8730922,0.00045299996,0.000013937591,7.528457e-7,0.122115366,0.00033953454,3.7846004e-7,0.0017049639,0.000030480158,0.00016913183],"about_ca_topic_score_codex":0.9811185,"about_ca_topic_score_gemma":0.9781769,"teacher_disagreement_score":0.109336495,"about_ca_system_score_codex":0.00081574527,"about_ca_system_score_gemma":0.009440637,"threshold_uncertainty_score":0.99617493},"labels":[],"label_agreement":null},{"id":"W4402961230","doi":"10.1002/oto2.70010","title":"The Impact of Social Media on Otolaryngology Literature: Analyzing the Correlation Between Altmetrics and Citation Count","year":2024,"lang":"en","type":"article","venue":"OTO Open","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; University of Ottawa","funders":"","keywords":"Altmetrics; Citation; Metric (unit); Otorhinolaryngology; Social media; Correlation; Bibliometrics; Positive correlation; Citation analysis; Gold standard (test); Medicine; Computer science; Medical physics; Mathematics; Data science; Internal medicine; Data mining; Library science; Surgery; World Wide Web; Business; Marketing","score_opus":0.10684799230567461,"score_gpt":0.45175524220148394,"score_spread":0.34490724989580934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402961230","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9789747,0.0017651756,0.000075837735,0.009574382,0.0029150995,0.0019449032,0.000040185027,0.000027799495,0.004681895],"genre_scores_gemma":[0.99838823,0.00025617305,0.000036056634,0.000026186142,0.00105161,0.00016480606,0.000038719612,0.000008440734,0.000029782736],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9986644,0.0005448913,0.00020421845,0.0001394878,0.00026921855,0.00017780007],"domain_scores_gemma":[0.98673904,0.012846576,0.00012616404,0.00008957367,0.00014484808,0.000053770927],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026540551,0.000066469904,0.00012170838,0.000108570064,0.0009212649,0.00045004056,0.0002444366,0.00012703419,0.000032068478],"category_scores_gemma":[0.006412809,0.000040145413,0.00004407351,0.0013236245,0.00018186659,0.00024934617,0.000039943545,0.00022578798,0.000014024504],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006122753,0.00003338195,0.15346645,0.000044497014,0.00012117643,0.0000020784094,0.47354615,0.000008952641,0.000021761829,0.22264856,0.0072031952,0.14284258],"study_design_scores_gemma":[0.000103143786,0.000075124044,0.97078127,0.00006679362,0.00003992478,4.3249594e-7,0.0036309212,0.00017163019,0.000009365809,0.01035557,0.014684733,0.000081097285],"about_ca_topic_score_codex":0.0028218764,"about_ca_topic_score_gemma":0.00052575115,"teacher_disagreement_score":0.8173148,"about_ca_system_score_codex":0.00025452764,"about_ca_system_score_gemma":0.00046304415,"threshold_uncertainty_score":0.76771945},"labels":[],"label_agreement":null},{"id":"W4402965730","doi":"10.1200/op.2024.20.10_suppl.423","title":"The impact of scholarly podcasts on research distribution and uptake in oncology.","year":2024,"lang":"en","type":"article","venue":"JCO Oncology Practice","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Oncology; Distribution (mathematics); Internal medicine; Medicine; Mathematics","score_opus":0.31037506783204954,"score_gpt":0.6266145885338379,"score_spread":0.31623952070178835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402965730","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81713307,0.001811601,0.000003840573,0.14133668,0.003795132,0.001064401,0.00001051223,0.00003459128,0.03481019],"genre_scores_gemma":[0.9954004,0.0031997273,0.00012720378,0.00011923948,0.0007493935,0.00028376232,0.0000059333115,0.000008140504,0.00010614781],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9939207,0.004608034,0.0003133939,0.0002361293,0.00047379525,0.00044798444],"domain_scores_gemma":[0.9403798,0.058735598,0.00014197022,0.00014821411,0.0004554369,0.00013900052],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.019172752,0.00006930058,0.00015920833,0.00014184807,0.00072815095,0.00019584205,0.00020915062,0.00037165533,0.000029620038],"category_scores_gemma":[0.09150688,0.000052795214,0.00003678192,0.0010073027,0.00077620096,0.0010301932,0.000050510036,0.0014517495,0.000068675785],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0006257218,0.0006342411,0.010487059,0.00002680349,0.00005153829,0.00005972784,0.06288628,0.000003982836,0.00010740097,0.12441613,0.016065713,0.7846354],"study_design_scores_gemma":[0.0001786207,0.0010690102,0.14183223,0.000034925884,0.000011778062,0.000007706728,0.019551752,0.000032628137,0.000005462052,0.0029368964,0.8342935,0.000045512075],"about_ca_topic_score_codex":0.020757152,"about_ca_topic_score_gemma":0.005343914,"teacher_disagreement_score":0.81822777,"about_ca_system_score_codex":0.0038526827,"about_ca_system_score_gemma":0.0056666946,"threshold_uncertainty_score":0.99997133},"labels":[],"label_agreement":null},{"id":"W4402986145","doi":"10.1200/op.2024.20.10_suppl.258","title":"Descriptive and content analysis of breast cancer vlogs on YouTube.","year":2024,"lang":"en","type":"article","venue":"JCO Oncology Practice","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; McGill University","funders":"","keywords":"Content analysis; Descriptive statistics; Content (measure theory); Breast cancer; Sociology; Cancer; Statistics; Mathematics; Medicine; Internal medicine; Social science","score_opus":0.2964300277956402,"score_gpt":0.5233795048976309,"score_spread":0.22694947710199065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402986145","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8070396,0.0018437465,0.000028946539,0.16078451,0.008203819,0.0007360312,0.00005464508,0.000073502546,0.021235203],"genre_scores_gemma":[0.99493724,0.0022092357,0.0003095581,0.0014645173,0.00059691357,0.000278439,0.0000036229212,0.000007416871,0.00019307296],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99832636,0.00078480854,0.00022013951,0.00022301116,0.00024406546,0.00020159328],"domain_scores_gemma":[0.9899604,0.0093382625,0.00018077699,0.0000898279,0.00031185243,0.00011890621],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015280826,0.00006799266,0.00024392028,0.00023272842,0.00019589289,0.00003196839,0.00008848347,0.000171097,0.00023421738],"category_scores_gemma":[0.0056636157,0.00006381535,0.00005313722,0.0010460422,0.0003444839,0.00034659827,0.000018837212,0.00025018884,0.000018998626],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004937903,0.0006677851,0.083806016,0.000077551646,0.0023916862,0.000037042057,0.41817567,0.000018609688,0.00024601867,0.10371543,0.004546262,0.38582414],"study_design_scores_gemma":[0.00023657092,0.0002809246,0.38236558,0.000059393216,0.0031202596,0.000005484207,0.14933176,0.00017576109,0.000019109382,0.0002391445,0.46401596,0.00015004803],"about_ca_topic_score_codex":0.052217208,"about_ca_topic_score_gemma":0.011059097,"teacher_disagreement_score":0.4594697,"about_ca_system_score_codex":0.00088774733,"about_ca_system_score_gemma":0.0012069223,"threshold_uncertainty_score":0.9540942},"labels":[],"label_agreement":null},{"id":"W4403084320","doi":"10.1093/jphsr/rmae022","title":"Pharmaceutical industry promotional activities on social media: a scoping review","year":2024,"lang":"en","type":"review","venue":"Journal of Pharmaceutical Health Services Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Medicine; Social media; Public relations; World Wide Web","score_opus":0.7128654131888232,"score_gpt":0.7136394194115333,"score_spread":0.0007740062227100664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403084320","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00002489596,0.96253663,6.6472813e-7,0.021795947,0.009006227,0.0058681625,0.00006385096,0.000061983555,0.0006416175],"genre_scores_gemma":[0.00004642983,0.97670895,0.000062957726,0.0018991223,0.020178616,0.0009220269,0.000027170676,0.00011111196,0.00004359244],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.97573704,0.012426525,0.0029536672,0.0006683943,0.0061055482,0.0021088063],"domain_scores_gemma":[0.97728884,0.017526187,0.0014046949,0.00025634386,0.0011858079,0.0023381535],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.029807433,0.00056380185,0.003070645,0.0014245573,0.0017170126,0.00032163315,0.0015865243,0.0014418788,0.0013544562],"category_scores_gemma":[0.002550178,0.0004605334,0.0008257378,0.00386405,0.0009797968,0.00048510093,0.00028914167,0.015010648,0.00039934015],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000029581122,0.00026893872,0.0000014632711,0.37345693,0.00009638736,0.000045217585,0.005995913,2.3960498e-8,3.154581e-8,0.00092126965,0.0036914109,0.6154928],"study_design_scores_gemma":[0.00015809743,0.00010018382,0.0000018697167,0.39984488,0.00032695185,0.000031912146,0.0014380104,0.0000019331246,3.4987028e-7,0.00013113007,0.59777784,0.00018681563],"about_ca_topic_score_codex":0.00014531748,"about_ca_topic_score_gemma":0.00018609778,"teacher_disagreement_score":0.615306,"about_ca_system_score_codex":0.004386075,"about_ca_system_score_gemma":0.031437464,"threshold_uncertainty_score":0.99985445},"labels":[],"label_agreement":null},{"id":"W4403085024","doi":"10.1093/sleepadvances/zpae063","title":"“Infantgram?” recruitment of infants to a clinical sleep study via social media","year":2024,"lang":"en","type":"article","venue":"SLEEP Advances","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University College Cork; Health Service Executive; Wellcome Trust; Canadian Institute for Theoretical Astrophysics","keywords":"Sleep (system call); Social media; Psychology; Developmental psychology; Medicine; Computer science; World Wide Web","score_opus":0.23802592941292447,"score_gpt":0.529485691378076,"score_spread":0.29145976196515155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403085024","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9431137,0.0031605947,0.0002572773,0.004826892,0.0404854,0.0047892993,0.000021824406,0.0002648364,0.0030801883],"genre_scores_gemma":[0.99205995,0.00042759147,0.0010306395,0.00016704878,0.0047448375,0.0015177195,0.0000059228955,0.000023645665,0.000022665454],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.996649,0.0006860836,0.00079541374,0.00046837665,0.00090186857,0.00049920124],"domain_scores_gemma":[0.99502486,0.004106333,0.0001720503,0.00019430804,0.00018898027,0.00031347398],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025770608,0.00015890886,0.0004056588,0.00018169213,0.00038809472,0.00005969333,0.00038069152,0.00014712467,0.00017752124],"category_scores_gemma":[0.0049215914,0.00015507423,0.0001291304,0.0011392676,0.00033668295,0.0003419235,0.00007022379,0.00026817815,0.00016224927],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004350585,0.00032819287,0.055671673,0.000036040106,0.00004817659,0.0000050845415,0.163465,0.0000026522553,0.000005822086,0.0028926476,0.00022151244,0.7772797],"study_design_scores_gemma":[0.00071284437,0.00073049706,0.19324382,0.00014535326,0.00016359644,5.424187e-7,0.07856447,0.000046498753,0.00007346413,0.006432124,0.719375,0.0005117763],"about_ca_topic_score_codex":0.00092296326,"about_ca_topic_score_gemma":0.0078263255,"teacher_disagreement_score":0.7767679,"about_ca_system_score_codex":0.00017233094,"about_ca_system_score_gemma":0.00033344873,"threshold_uncertainty_score":0.6323744},"labels":[],"label_agreement":null},{"id":"W4403306811","doi":"10.2196/56788","title":"Data Verification and Respondent Validity for a Web-Based Sexual Health Survey: Tutorial","year":2024,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Respondent; The Internet; Survey data collection; Data science; Computer science; Psychology; World Wide Web; Political science; Statistics; Mathematics","score_opus":0.6671611585357409,"score_gpt":0.6222958714439961,"score_spread":0.044865287091744754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403306811","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94972855,0.0007809792,0.0008585729,0.028386537,0.009771702,0.0073866225,0.0025502266,0.00021865353,0.00031817067],"genre_scores_gemma":[0.99411696,0.00014387658,0.00024602207,0.0000591183,0.0023240778,0.002060734,0.00093707594,0.000018017761,0.000094092335],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9939256,0.0037155803,0.0003064093,0.0003820128,0.0010722829,0.0005981607],"domain_scores_gemma":[0.9862169,0.012595007,0.00007020029,0.00037027447,0.0004666639,0.00028094405],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.028988298,0.00008188344,0.00015262059,0.0002786918,0.0012389735,0.0003302591,0.0004322061,0.00012360731,0.0000363864],"category_scores_gemma":[0.008384209,0.00008070543,0.000016993776,0.0010151096,0.00041987596,0.000672236,0.0000970637,0.00038451434,0.000047299745],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008054085,0.00039381802,0.008042537,0.0017221207,0.000035810273,0.0000012166693,0.33117244,8.706879e-7,0.00011441174,0.025457544,0.45432523,0.17792861],"study_design_scores_gemma":[0.00057235867,0.00064352184,0.12925975,0.000108787455,0.0000035446465,2.2778175e-7,0.012851911,0.0036248963,0.000025641562,0.0013856195,0.8513642,0.00015952477],"about_ca_topic_score_codex":0.008459079,"about_ca_topic_score_gemma":0.01175811,"teacher_disagreement_score":0.397039,"about_ca_system_score_codex":0.0009396251,"about_ca_system_score_gemma":0.00665531,"threshold_uncertainty_score":0.9999686},"labels":[],"label_agreement":null},{"id":"W4403328008","doi":"10.2196/62919","title":"Recruitment of Adolescents to Virtual Clinical Trials: Recruitment Results From the Health4Me Randomized Controlled Trial","year":2024,"lang":"en","type":"article","venue":"JMIR Pediatrics and Parenting","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Faculty of Medicine and Health, University of Sydney; Sydney Medical School; National Health and Medical Research Council; Australian Government; University of Sydney; University of Notre Dame Australia; Heart Research Institute; University of Notre Dame","keywords":"Preprint; Clinical trial; Psychology; Medicine; Gerontology; Computer science; World Wide Web; Internal medicine","score_opus":0.45307045634845194,"score_gpt":0.5440948118133232,"score_spread":0.09102435546487125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403328008","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8893968,0.004147201,0.00009801836,0.01310337,0.03996663,0.05271839,0.00010828231,0.000091586146,0.00036975055],"genre_scores_gemma":[0.9612616,0.0068229036,0.00018759252,0.00035534354,0.018690996,0.012509531,0.00003523463,0.000019999203,0.000116856536],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9851298,0.009834187,0.0032661848,0.0004987016,0.0008361984,0.0004349402],"domain_scores_gemma":[0.9190821,0.07911708,0.0010593378,0.00021751445,0.00017636565,0.00034761522],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.04943762,0.00017453004,0.0015510437,0.00012903482,0.00046920677,0.00020081918,0.00023972095,0.00022891203,0.000030284673],"category_scores_gemma":[0.0951005,0.00011461047,0.0004997733,0.00047496674,0.00017417117,0.00008236474,0.00007127366,0.0003751371,0.000018058701],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.69073564,0.00038096885,0.004121951,0.00009435256,0.0001501802,0.0000020991984,0.08197042,0.0000025465113,0.0000018405083,0.0026431754,0.0055984803,0.21429835],"study_design_scores_gemma":[0.9007326,0.00044240578,0.003616548,0.000508675,0.0006187304,9.820267e-8,0.0075536026,0.0002182538,0.0000015009681,0.0010167231,0.08501543,0.00027547448],"about_ca_topic_score_codex":0.0036321736,"about_ca_topic_score_gemma":0.00048667644,"teacher_disagreement_score":0.21402289,"about_ca_system_score_codex":0.00014156083,"about_ca_system_score_gemma":0.0011711698,"threshold_uncertainty_score":0.978804},"labels":[],"label_agreement":null},{"id":"W4403420021","doi":"10.1016/j.jtho.2024.09.107","title":"MA02.12 UC Screen California: A Statewide Participatory Informatics Approach to Lung Cancer Screening","year":2024,"lang":"en","type":"article","venue":"Journal of Thoracic Oncology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Lung cancer; Informatics; Citizen journalism; Lung cancer screening; Health informatics; Medical physics; Oncology; Nursing; World Wide Web; Public health","score_opus":0.17388628085946942,"score_gpt":0.5420492569862319,"score_spread":0.3681629761267624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403420021","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83834,0.007786078,0.042455107,0.063635364,0.024021424,0.0024950441,0.000081153834,0.00018982928,0.020996004],"genre_scores_gemma":[0.9204995,0.00084961375,0.067625284,0.0026089898,0.0076756272,0.0004326856,0.000006394468,0.000049537866,0.0002523812],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99720365,0.00057654706,0.0009087878,0.000117223484,0.00064073456,0.00055306783],"domain_scores_gemma":[0.99700797,0.0015171843,0.00045810573,0.00011020846,0.00033586723,0.0005706944],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004673573,0.00012390141,0.00039423397,0.0003539547,0.0003226351,0.00010650197,0.00033693397,0.0002352275,0.00014154406],"category_scores_gemma":[0.0020744994,0.00011168791,0.00013383935,0.0006469322,0.00016726524,0.00044252392,0.00005280169,0.0006258785,0.000037943588],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025049195,0.00018612378,0.018458368,0.00047118487,0.00025444877,0.00004080648,0.24184012,0.0011408214,0.000022740669,0.0011250083,0.044301204,0.69190866],"study_design_scores_gemma":[0.00014856066,0.0002550489,0.005578241,0.0004155361,0.00033037568,0.000027848884,0.035253935,0.0027734677,0.000030753756,0.00042443452,0.95454276,0.00021903492],"about_ca_topic_score_codex":0.0019591989,"about_ca_topic_score_gemma":0.0011705043,"teacher_disagreement_score":0.91024154,"about_ca_system_score_codex":0.0015598882,"about_ca_system_score_gemma":0.0036858167,"threshold_uncertainty_score":0.65384805},"labels":[],"label_agreement":null},{"id":"W4403482299","doi":"10.2196/60827","title":"The Comparative Sufficiency of ChatGPT, Google Bard, and Bing AI in Answering Diagnosis, Treatment, and Prognosis Questions About Common Dermatological Diagnoses","year":2024,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Medical diagnosis; Medicine; Dermatology; World Wide Web; Computer science; Pathology","score_opus":0.08202554106877735,"score_gpt":0.445074765340222,"score_spread":0.36304922427144465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403482299","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96592563,0.017301582,0.0000065972263,0.01428727,0.0006988298,0.0013299288,0.000006228712,0.0000754371,0.0003684661],"genre_scores_gemma":[0.9851269,0.010964568,0.00005264892,0.000084020845,0.00006729885,0.003689938,0.000003575833,0.000007338439,0.0000037050331],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99831575,0.00058484584,0.0003643338,0.00025011224,0.00011620847,0.00036872097],"domain_scores_gemma":[0.9931121,0.0065502473,0.00008517279,0.00009512752,0.00004819201,0.00010919392],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002357625,0.00012862813,0.00033162246,0.00013854726,0.00058544875,0.00009538973,0.00011849411,0.00016204006,0.000007455271],"category_scores_gemma":[0.00041078258,0.00009866921,0.00003282703,0.00046480013,0.0010498889,0.00018587799,0.000039906477,0.00017597926,0.0000044769668],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006768744,0.00016824513,0.8683791,0.00009519007,0.000015430338,0.00001783039,0.07499309,0.0000014783137,0.000012784603,0.04460518,0.0002446889,0.011460204],"study_design_scores_gemma":[0.00041607444,0.00019348631,0.8699771,0.0004470365,0.000048279177,0.000086139626,0.025257621,0.00047707005,0.00047641274,0.0043811314,0.09794791,0.00029171427],"about_ca_topic_score_codex":0.0041060243,"about_ca_topic_score_gemma":0.014247511,"teacher_disagreement_score":0.09770322,"about_ca_system_score_codex":0.0001487651,"about_ca_system_score_gemma":0.0002631821,"threshold_uncertainty_score":0.7950445},"labels":[],"label_agreement":null},{"id":"W4403630038","doi":"10.2196/55149","title":"Social Media Usage for Medical Education and Smartphone Addiction Among Medical Students: National Web-Based Survey","year":2024,"lang":"en","type":"article","venue":"JMIR Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Internship; Social media; Addiction; Context (archaeology); Medicine; Smartphone addiction; Population; Psychology; Family medicine; Medical education; Psychiatry; World Wide Web; Geography","score_opus":0.05096198886102839,"score_gpt":0.4688963300753918,"score_spread":0.4179343412143634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403630038","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8102941,0.0019758488,0.00045285485,0.13189012,0.048674382,0.0038974932,0.00006401047,0.0005995715,0.002151609],"genre_scores_gemma":[0.96785724,0.0005213128,0.000217776,0.004596932,0.017197205,0.007999712,0.0012342959,0.00006143967,0.00031411447],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9884033,0.0013989842,0.0009400248,0.0007080075,0.007936395,0.00061324396],"domain_scores_gemma":[0.98663163,0.009988459,0.00024285562,0.00016645595,0.0010281651,0.0019424388],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.014315119,0.0002669347,0.00035470197,0.00047371915,0.00093597936,0.0003379297,0.00075322436,0.0012414135,0.005189112],"category_scores_gemma":[0.11993649,0.0002771076,0.00011986331,0.0012664025,0.0011636141,0.0004949565,0.00007139717,0.0008263981,0.00007601341],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000841259,0.0026579185,0.08296814,0.00044782012,0.000065100874,0.000002319707,0.027618693,1.460776e-7,0.000002054195,0.016527155,0.37882072,0.4908058],"study_design_scores_gemma":[0.0011607099,0.00006676944,0.58208185,0.0011547183,0.000055951437,0.00000580831,0.0036582174,0.002133563,0.0000036040833,0.0032740778,0.40596113,0.00044360422],"about_ca_topic_score_codex":0.0032398843,"about_ca_topic_score_gemma":0.015217303,"teacher_disagreement_score":0.4991137,"about_ca_system_score_codex":0.0012161875,"about_ca_system_score_gemma":0.07397557,"threshold_uncertainty_score":0.9999681},"labels":[],"label_agreement":null},{"id":"W4403658579","doi":"10.1007/978-3-031-62017-1_31","title":"“Our On-line Connection.” The Role of Social Media in the Lives of Our Pediatric Neuro-Oncology Population and Their Families; and Where We Intersect","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Connection (principal bundle); Pediatric oncology; Line (geometry); Psychology; Medicine; Internal medicine; Engineering; Mathematics","score_opus":0.082119135710204,"score_gpt":0.36559583377601995,"score_spread":0.28347669806581594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403658579","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49476984,0.02275439,0.0000050670455,0.099955104,0.021673111,0.006503944,0.00017353897,0.00014970855,0.3540153],"genre_scores_gemma":[0.98725295,0.00867481,0.000007317713,0.00013096818,0.0031232655,0.0000773782,0.000009042336,0.000020312835,0.00070397014],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99857634,0.00031776645,0.0004241081,0.00023649196,0.00028209473,0.00016317704],"domain_scores_gemma":[0.99544334,0.003965281,0.00034524561,0.00010550967,0.0000984957,0.000042104195],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00096448406,0.00016611481,0.00034489555,0.00022392196,0.00020999117,0.000024443123,0.00018846964,0.00032650362,0.000028068784],"category_scores_gemma":[0.0009799985,0.00010258814,0.00006996902,0.0001559525,0.00017289445,0.00005630982,0.000047435235,0.00046640422,0.000003692944],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054004784,0.000051553066,0.004300381,0.00023314804,0.00003217042,0.0000010127067,0.6772506,0.0000015921859,0.000008733554,0.24987459,0.00079032505,0.06740189],"study_design_scores_gemma":[0.00022976869,0.00030334314,0.00617612,0.000108111104,0.00011738385,0.0000024421397,0.86745703,0.000035680314,0.0000051734924,0.09173267,0.03363888,0.00019337509],"about_ca_topic_score_codex":0.0031148342,"about_ca_topic_score_gemma":0.034786444,"teacher_disagreement_score":0.4924831,"about_ca_system_score_codex":0.00011081158,"about_ca_system_score_gemma":0.00027615495,"threshold_uncertainty_score":0.9828262},"labels":[],"label_agreement":null},{"id":"W4403688230","doi":"10.1007/s13187-024-02531-9","title":"Assessment of YouTube Videos Related to Radioactive Iodine Therapy for Thyroid Cancer for Patient Education","year":2024,"lang":"en","type":"article","venue":"Journal of Cancer Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Cancer Agency; University of British Columbia","funders":"Faculty of Medicine, University of British Columbia","keywords":"Medicine; Thyroid cancer; Radioactive iodine; Radioiodine therapy; Iodine; Thyroid; Medical physics; Internal medicine","score_opus":0.049804892019451444,"score_gpt":0.5219061946987609,"score_spread":0.47210130267930944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403688230","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87758,0.019368296,0.0008896383,0.044585045,0.052666083,0.0043444615,0.000042095424,0.000019969673,0.0005044307],"genre_scores_gemma":[0.97869164,0.0048852554,0.0052751782,0.00063299184,0.004589599,0.0056256084,0.000013737294,0.00003046658,0.00025554953],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99837077,0.00013853062,0.0006521518,0.00018007365,0.0004367911,0.00022170489],"domain_scores_gemma":[0.99612933,0.0009468244,0.00063018576,0.00010137763,0.001998296,0.00019399196],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000979909,0.00011038685,0.00024710468,0.00032241986,0.00020222545,0.000062559215,0.00016366593,0.00010816785,0.00011048918],"category_scores_gemma":[0.0008522472,0.00010123426,0.0001470356,0.0005997245,0.000055490542,0.00038576924,0.000004904486,0.00015263898,7.550967e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014221396,0.00044375163,0.008001792,0.00017779965,0.00012199241,2.9936434e-8,0.09376052,0.00010565928,0.0013478653,0.0057975464,0.023358744,0.8667421],"study_design_scores_gemma":[0.00079861295,0.0015802833,0.08095663,0.001755664,0.00030806498,0.0000019937927,0.06011935,0.00016358247,0.0045338683,0.011816568,0.8375834,0.0003819837],"about_ca_topic_score_codex":0.0037794255,"about_ca_topic_score_gemma":0.00045146907,"teacher_disagreement_score":0.8663601,"about_ca_system_score_codex":0.0025839547,"about_ca_system_score_gemma":0.023159372,"threshold_uncertainty_score":0.9823784},"labels":[],"label_agreement":null},{"id":"W4403782153","doi":"10.2196/58510","title":"Emerging Use of Social Media in Clinical Urology Practice in the 21st Century: Survey Study","year":2024,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Social media; Urology; Medicine; Political science; Computer science; World Wide Web","score_opus":0.47349714533336135,"score_gpt":0.6384530091289227,"score_spread":0.16495586379556132,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403782153","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9797335,0.00024560653,7.0052204e-7,0.012668172,0.0025995844,0.002161864,0.000012493176,0.000016864837,0.0025612027],"genre_scores_gemma":[0.9977849,0.0007735787,0.000010326555,0.000076670716,0.0005637409,0.0007679888,0.00000998202,0.000008766236,0.00000401801],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.97004455,0.02695234,0.0007233436,0.00022877542,0.0014392234,0.00061177515],"domain_scores_gemma":[0.8936158,0.10559498,0.000114495044,0.00014055158,0.00045895553,0.00007522508],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.050740175,0.00007273136,0.00022134294,0.0004595204,0.00035427266,0.00011530023,0.00042662336,0.0001719278,0.000056792705],"category_scores_gemma":[0.07515497,0.000058188856,0.000042293374,0.0031956993,0.0006999624,0.0008449089,0.00010003898,0.0015352922,0.000053386568],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000077748446,0.0007065106,0.07015828,0.000025423322,0.000009792449,0.0000069798293,0.8790154,2.9080493e-7,2.3322977e-7,0.009699069,0.0013594761,0.038940825],"study_design_scores_gemma":[0.00013626013,0.00011362964,0.5623842,0.000011112704,0.0000019064225,1.395634e-7,0.38477984,0.00001790672,1.2186769e-7,0.00021896475,0.05230202,0.00003391304],"about_ca_topic_score_codex":0.016288685,"about_ca_topic_score_gemma":0.07144552,"teacher_disagreement_score":0.49423555,"about_ca_system_score_codex":0.0003158121,"about_ca_system_score_gemma":0.0012577634,"threshold_uncertainty_score":0.9902619},"labels":[],"label_agreement":null},{"id":"W4403799128","doi":"10.1111/eje.13053","title":"Social Media in Oral Health Education: A Scoping Review","year":2024,"lang":"en","type":"review","venue":"European Journal Of Dental Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"University of Alberta","keywords":"Social media; Systematic review; Medical education; Oral health; Medicine; Health education; Grey literature; Psychology; MEDLINE; Family medicine; Public health; Nursing; Computer science; Political science","score_opus":0.29355127169750383,"score_gpt":0.5610255545181866,"score_spread":0.26747428282068275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403799128","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000020893698,0.9581312,0.0000013082482,0.0038861132,0.032661427,0.0023058974,0.00000349301,0.000024486651,0.0029651967],"genre_scores_gemma":[0.000044140077,0.98610306,0.00030953198,0.00067892193,0.012446471,0.00017591074,0.00006397319,0.00008098617,0.00009701566],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99084723,0.0053476966,0.002296636,0.0003048443,0.00079655455,0.00040701675],"domain_scores_gemma":[0.9959927,0.00073517556,0.0023976942,0.00016774864,0.00029832634,0.0004083399],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0071424525,0.00030477697,0.0014601803,0.00076679344,0.0003132622,0.00016108666,0.0006502212,0.000111086454,0.00015151167],"category_scores_gemma":[0.004711273,0.00028950413,0.00045667027,0.0016953783,0.00015694302,0.00035847162,0.000051339528,0.0010392214,0.00035983208],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000011064643,0.00019194992,0.00000892826,0.05114414,0.000013066047,0.0000043662517,0.0145535525,4.68055e-9,3.0870324e-9,0.00040221782,0.026725579,0.90695506],"study_design_scores_gemma":[0.000037555317,0.000022786917,0.000038767233,0.3830868,0.00020422443,0.000042652136,0.005475049,6.5067347e-9,4.834291e-9,0.00005049543,0.61090034,0.00014131785],"about_ca_topic_score_codex":0.0002140332,"about_ca_topic_score_gemma":0.0012556028,"teacher_disagreement_score":0.90681374,"about_ca_system_score_codex":0.0026490628,"about_ca_system_score_gemma":0.0465158,"threshold_uncertainty_score":0.9999557},"labels":[],"label_agreement":null},{"id":"W4403812391","doi":"10.1681/asn.2024z29wgk7p","title":"Developing a Participant-Focused Educational Podcast to Enhance Engagement in the Cure Glomerulopathy (CureGN) Study Cohort","year":2024,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Glomerulopathy; Cohort; Medicine; Cohort study; Psychology; Internal medicine; Kidney; Glomerulonephritis","score_opus":0.12492774567006862,"score_gpt":0.45250851118668695,"score_spread":0.3275807655166183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403812391","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75966007,0.00035343578,0.00009732759,0.23761502,0.0014355207,0.0007966875,0.0000014407974,0.0000057628604,0.000034723987],"genre_scores_gemma":[0.9874149,0.00042265802,0.002480101,0.008035938,0.0014247727,0.00019420456,2.7330836e-7,0.000010190179,0.00001694095],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9965413,0.0016250326,0.0006063568,0.00016836968,0.00070411834,0.0003548107],"domain_scores_gemma":[0.9960949,0.002836289,0.0005675072,0.00018959226,0.0002248719,0.000086857304],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0050519453,0.00010520415,0.00033881425,0.00007748824,0.0003366254,0.00003998401,0.000720116,0.000046240413,0.000032658354],"category_scores_gemma":[0.0009899003,0.00007052105,0.00018529347,0.0015427949,0.0005834758,0.0001118885,0.00006683064,0.00052486634,0.00000756626],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000063747735,0.0005041982,0.19703321,0.000046686706,0.00027513693,0.0000035756752,0.7423259,0.00004690338,0.0006754385,0.0019682236,0.03630413,0.020752862],"study_design_scores_gemma":[0.00009936992,0.0003253184,0.76750034,0.00007954872,0.000087209926,0.0000059267777,0.12564741,0.000010848928,0.00001616072,0.0010650068,0.10507428,0.00008856732],"about_ca_topic_score_codex":0.0022303143,"about_ca_topic_score_gemma":0.0010494064,"teacher_disagreement_score":0.6166785,"about_ca_system_score_codex":0.00046314835,"about_ca_system_score_gemma":0.0022745552,"threshold_uncertainty_score":0.40349633},"labels":[],"label_agreement":null},{"id":"W4403832274","doi":"10.1681/asn.2024a8d7tdzd","title":"Disease Burden of IgA Nephropathy (IgAN): A Linguistic Analysis of Global Social Media Conversations over Time: A Comparison of Results, 2019-2023","year":2024,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nephropathy; Disease; Linguistic analysis; Social media; Glomerulonephritis; Medicine; Psychology; Internal medicine; Linguistics; Political science; Kidney; Endocrinology; Philosophy","score_opus":0.04294939680464831,"score_gpt":0.39599587651674384,"score_spread":0.3530464797120955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403832274","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98299205,0.0010198345,0.000066056426,0.013925918,0.0012382091,0.00024405858,0.00040350857,0.000012075406,0.00009829225],"genre_scores_gemma":[0.9974815,0.0002993656,0.0006613948,0.00025798593,0.0012604507,0.0000057721463,0.000009979082,0.0000095943005,0.000013903698],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99664307,0.0007199807,0.0013032123,0.00016546235,0.00089839293,0.0002698561],"domain_scores_gemma":[0.9923486,0.0032856024,0.0031520657,0.00021310501,0.00083770946,0.00016291495],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0014787068,0.00012732424,0.0010306975,0.00013979491,0.00015962427,0.000010253029,0.0005595173,0.00012174003,0.00007327017],"category_scores_gemma":[0.0038912168,0.00010955752,0.0010196193,0.0030964513,0.0033969,0.0000756067,0.00007573358,0.00029216392,0.000001898341],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016371562,0.0008905524,0.08912593,0.00039564059,0.0071678706,0.0000046918294,0.6852644,0.0011735968,0.0069129076,0.0031019389,0.19400974,0.010315561],"study_design_scores_gemma":[0.000726329,0.0003759326,0.9246423,0.0001402806,0.0052119936,0.0000011666305,0.04497349,0.004584014,0.00004675011,0.0016656219,0.017448252,0.00018385124],"about_ca_topic_score_codex":0.010509562,"about_ca_topic_score_gemma":0.000533222,"teacher_disagreement_score":0.8355164,"about_ca_system_score_codex":0.000350037,"about_ca_system_score_gemma":0.0022125714,"threshold_uncertainty_score":0.99931526},"labels":[],"label_agreement":null},{"id":"W4403890137","doi":"10.2196/52924","title":"A SIMBA CoMICs Initiative to Cocreating and Disseminating Evidence-Based, Peer-Reviewed Short Videos on Social Media: Mixed Methods Prospective Study","year":2024,"lang":"en","type":"article","venue":"JMIR Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Social media; Misinformation; Medical education; CLARITY; Scripting language; Dissemination; Media literacy; Psychology; Microblogging; Medicine; Multimedia; Computer science; World Wide Web; Pedagogy","score_opus":0.1791674307474328,"score_gpt":0.561244800105626,"score_spread":0.38207736935819325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403890137","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85590106,0.0016281232,0.0011466582,0.11268457,0.014303559,0.010680031,0.000010928124,0.00060298905,0.0030420686],"genre_scores_gemma":[0.9804615,0.00010826499,0.0046154265,0.0013611902,0.0041245297,0.009162457,0.00002322302,0.00005544403,0.000087987115],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99465024,0.002115735,0.00054125127,0.00060197886,0.0016528534,0.0004379236],"domain_scores_gemma":[0.9808206,0.01763171,0.00014279915,0.000167732,0.00053700677,0.00070015056],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0073269345,0.000218049,0.00038870698,0.00028742175,0.0007383663,0.00018811529,0.00026251568,0.0002528849,0.0001645074],"category_scores_gemma":[0.13146392,0.00021138106,0.00006438012,0.0013937826,0.00032557567,0.00029016216,0.000056075998,0.0005855675,0.000016024167],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026062415,0.00054855173,0.009363887,0.00017984989,0.000021042266,0.0000024169142,0.30998898,1.5471127e-7,0.000007623988,0.0042854277,0.010577953,0.66499805],"study_design_scores_gemma":[0.0005903303,0.00076455175,0.29525268,0.008652438,0.0002721539,0.000002880832,0.63934785,0.0008077148,0.0001555248,0.0029930037,0.050192665,0.0009681882],"about_ca_topic_score_codex":0.00088257826,"about_ca_topic_score_gemma":0.0013583689,"teacher_disagreement_score":0.66402984,"about_ca_system_score_codex":0.0009869109,"about_ca_system_score_gemma":0.0047134203,"threshold_uncertainty_score":0.8758521},"labels":[],"label_agreement":null},{"id":"W4404017648","doi":"10.33137/tijih.v1i4.41092","title":"Healthcare in the Age of Google","year":2024,"lang":"en","type":"article","venue":"Turtle Island Journal of Indigenous Health","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Queen's University","funders":"","keywords":"Health care; Business; Internet privacy; World Wide Web; Computer science; Political science","score_opus":0.08171707534972576,"score_gpt":0.4239808838565702,"score_spread":0.3422638085068444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404017648","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91500765,0.025894325,0.000056834975,0.050314903,0.005934972,0.0010767576,0.000015593881,0.000015982958,0.0016829731],"genre_scores_gemma":[0.9922886,0.0049585532,0.00015491243,0.0009139605,0.0016263262,0.000015710839,0.0000033536646,0.000010197914,0.000028396147],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99735695,0.00085105706,0.0006920037,0.000089091904,0.0005979826,0.00041292375],"domain_scores_gemma":[0.9979402,0.0013476639,0.00033654415,0.00010878058,0.00013544559,0.00013136158],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0052724923,0.00007268423,0.00027886205,0.00024273661,0.00034453883,0.000046224617,0.00031819305,0.00009007482,0.000037050337],"category_scores_gemma":[0.0004753027,0.00005073275,0.00007605583,0.0006999981,0.00011559707,0.0001229213,0.0000062604468,0.0004961327,0.000008168289],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017734215,0.00010976035,0.015283664,0.00036579944,0.000010201473,0.00004870655,0.92612284,0.0000036150232,0.0000038341955,0.003198806,0.0018247897,0.05301022],"study_design_scores_gemma":[0.00070639094,0.002078931,0.15640914,0.0017756115,0.000028779563,0.00013809772,0.17690721,0.000006142075,0.00002267927,0.015219733,0.64644027,0.00026699607],"about_ca_topic_score_codex":0.04115576,"about_ca_topic_score_gemma":0.0704748,"teacher_disagreement_score":0.74921566,"about_ca_system_score_codex":0.00052656996,"about_ca_system_score_gemma":0.006364944,"threshold_uncertainty_score":0.99926805},"labels":[],"label_agreement":null},{"id":"W4404033657","doi":"10.1016/j.acpath.2024.100151","title":"Social media in pathology and laboratory medicine: A systematic review","year":2024,"lang":"en","type":"review","venue":"Academic Pathology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network","funders":"","keywords":"Medical laboratory; Medicine; Pathology","score_opus":0.20286764161702717,"score_gpt":0.5136877969260799,"score_spread":0.3108201553090527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404033657","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000019766945,0.9823206,4.3508734e-7,0.0060602343,0.006311949,0.0047777165,0.00003092043,0.00012257452,0.0003558111],"genre_scores_gemma":[0.000010218703,0.9888889,0.000015330532,0.0013486287,0.0032527253,0.0063377162,0.000048553757,0.000062645915,0.00003525685],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9889898,0.0070794565,0.0019550927,0.00076251413,0.0004602351,0.0007529459],"domain_scores_gemma":[0.9900427,0.008408985,0.0009278558,0.0002773032,0.000112260044,0.00023088227],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.008957225,0.00044938838,0.0043028537,0.0005937111,0.00021657629,0.000009817651,0.0006475381,0.0025478841,0.000048075388],"category_scores_gemma":[0.044354808,0.00036539193,0.00015914824,0.0017616564,0.0014109884,0.000096090305,0.0001328725,0.0028776024,0.00026824378],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[4.9198155e-7,0.0000074194495,0.0000073770966,0.8836913,0.00001961947,0.00027603222,0.041206703,2.2416066e-10,7.452397e-8,0.008748317,0.005390208,0.06065244],"study_design_scores_gemma":[0.00006695693,0.000013750062,0.0000073422325,0.42207778,0.002130396,0.00011384809,0.0015000893,3.62981e-8,3.2659664e-9,0.0017852717,0.5720323,0.00027222524],"about_ca_topic_score_codex":0.00008086587,"about_ca_topic_score_gemma":0.00032065174,"teacher_disagreement_score":0.5666421,"about_ca_system_score_codex":0.0006776242,"about_ca_system_score_gemma":0.002001799,"threshold_uncertainty_score":0.9998798},"labels":[],"label_agreement":null},{"id":"W4404046463","doi":"10.1038/s41598-024-77790-z","title":"A mixed-methods survey and focus group study to understand researcher and clinician preferences for a Journal Transparency Tool","year":2024,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; McMaster University; Impact; Ottawa Hospital","funders":"Mitacs","keywords":"Transparency (behavior); Focus group; Data science; Group (periodic table); Computer science; Focus (optics); World Wide Web; Information retrieval; Sociology; Chemistry; Computer security","score_opus":0.40907293200289024,"score_gpt":0.5428058820584664,"score_spread":0.13373295005557612,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404046463","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9639166,0.0012207028,0.0024478107,0.001425129,0.027974028,0.0027384653,0.000007679984,0.000044365825,0.00022522635],"genre_scores_gemma":[0.9943299,0.00008250311,0.004472801,0.000012660491,0.0004673499,0.00022594907,0.00000530565,0.000013304899,0.00039018333],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99584806,0.0016868474,0.00059688475,0.00069538946,0.00071599934,0.00045683872],"domain_scores_gemma":[0.99492425,0.0039965836,0.0001271311,0.0002242659,0.00032023035,0.00040757013],"candidate_categories":["metaresearch","sts","scholarly_communication"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.04574983,0.00010352306,0.000208389,0.0002752253,0.0014617231,0.0016516311,0.00013803618,0.00008139625,0.000048161175],"category_scores_gemma":[0.012539873,0.00009101415,0.000041022544,0.0009941948,0.00050701364,0.00032684644,0.000035411096,0.00022034631,0.000001919954],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004414839,0.00021810763,0.17992695,0.00011014311,0.000041127212,0.00004127484,0.31710705,3.1683442e-7,0.00005847111,0.0006858108,0.010538631,0.49122795],"study_design_scores_gemma":[0.0002961209,0.0009334538,0.546283,0.00023100247,0.00007170551,0.000031445154,0.17645264,0.000040232102,0.000038722188,0.19342549,0.081781685,0.00041446992],"about_ca_topic_score_codex":0.0032545696,"about_ca_topic_score_gemma":0.05453096,"teacher_disagreement_score":0.4908135,"about_ca_system_score_codex":0.00016576584,"about_ca_system_score_gemma":0.0012910337,"threshold_uncertainty_score":0.99983823},"labels":[],"label_agreement":null},{"id":"W4404197521","doi":"10.2196/59597","title":"Information Regarding Dermatology as Seen on the Social Media Platform TikTok","year":2024,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Dermatology; Social media; Internet privacy; Medicine; World Wide Web; Computer science","score_opus":0.08100160073352966,"score_gpt":0.40445922484667446,"score_spread":0.3234576241131448,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404197521","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6972596,0.0003151029,0.000044936172,0.22232687,0.013495448,0.0017361263,0.0000105205,0.0006067607,0.06420465],"genre_scores_gemma":[0.9934406,0.00012366383,0.000027937227,0.0037167086,0.0012891011,0.0013057165,0.00003584268,0.000017726672,0.00004267364],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.997906,0.0004204669,0.0004428842,0.00017124617,0.0004532542,0.0006061459],"domain_scores_gemma":[0.9933701,0.006070433,0.0001402338,0.00016775796,0.000118158525,0.00013332408],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00048992794,0.00015758212,0.0002562498,0.00026139355,0.0012367308,0.00012661745,0.0003757048,0.000484442,0.00040997044],"category_scores_gemma":[0.0028830706,0.00012924902,0.00009447324,0.00063086604,0.0004990252,0.0006853651,0.000049493792,0.0005300301,0.0029227103],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019991661,0.00001419052,0.0006924297,0.00008693216,0.00002435735,0.000022110213,0.29685375,3.57382e-7,0.0000036474858,0.5850057,0.09976738,0.01750912],"study_design_scores_gemma":[0.00015663939,0.000011409729,0.0019103504,0.00004623039,0.000017163911,0.00012788555,0.03365746,0.00007561739,0.000112936774,0.01661023,0.9470996,0.00017447247],"about_ca_topic_score_codex":0.00048853655,"about_ca_topic_score_gemma":0.0005138469,"teacher_disagreement_score":0.84733224,"about_ca_system_score_codex":0.00042700485,"about_ca_system_score_gemma":0.0010351163,"threshold_uncertainty_score":0.99785364},"labels":[],"label_agreement":null},{"id":"W4404221925","doi":"10.1007/s00467-024-06589-x","title":"“None of us asked to be in this community.” Understanding nephrotic syndrome through TikTok: patient and caregiver perspectives","year":2024,"lang":"en","type":"article","venue":"Pediatric Nephrology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"London Health Sciences Centre; Lawson Health Research Institute; Western University","funders":"","keywords":"Medicine; Nephrotic syndrome; Nephrology; Internal medicine; Family medicine; Intensive care medicine; Pediatrics","score_opus":0.11555970663879649,"score_gpt":0.36880004484835854,"score_spread":0.25324033820956204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404221925","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98282397,0.0025380843,0.00007381103,0.010298246,0.0016552175,0.0009579909,0.0000090756785,0.000063833424,0.0015797892],"genre_scores_gemma":[0.997184,0.001294189,0.00032491834,0.00062682276,0.00036575692,0.00016429693,0.0000028462562,0.00001621806,0.000020973705],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9978345,0.0009201982,0.00030576068,0.00025011346,0.00027706698,0.00041237823],"domain_scores_gemma":[0.99613947,0.0034071994,0.000084855164,0.00016713103,0.000072487375,0.00012888912],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007763093,0.00012102045,0.00028475255,0.00038511917,0.0003414931,0.00003116009,0.00017684842,0.00019199973,0.00020724637],"category_scores_gemma":[0.0011182808,0.00013254078,0.000040136118,0.0013450314,0.00036242348,0.00019636948,0.00008797073,0.00042901965,0.000016533517],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025809419,0.000104864725,0.026192185,0.00014636538,0.0000212592,0.000020965685,0.94476426,0.000007955213,0.000014916448,0.026728157,0.0013989639,0.0005743277],"study_design_scores_gemma":[0.00078548526,0.0014977423,0.13783972,0.00007966307,0.00025303438,0.000031245185,0.7804659,0.000068361056,0.000009826037,0.03188726,0.046457473,0.0006242576],"about_ca_topic_score_codex":0.033841927,"about_ca_topic_score_gemma":0.008016728,"teacher_disagreement_score":0.16429831,"about_ca_system_score_codex":0.00082155975,"about_ca_system_score_gemma":0.000517243,"threshold_uncertainty_score":0.9725918},"labels":[],"label_agreement":null},{"id":"W4404293340","doi":"10.36834/cmej.76112","title":"Evaluating the Dear MD to Be Podcast as an Equity, Diversity and Inclusion resource: a cross-sectional survey analysis","year":2024,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"The Wilson Centre; Western University; University of Toronto","funders":"","keywords":"Mentorship; Equity (law); Thematic analysis; Inclusion (mineral); Narrative; Medical education; Social media; Psychology; Health equity; Medicine; Qualitative research; Sociology; Social psychology; Social science; Political science; Public health; Computer science; Nursing; World Wide Web","score_opus":0.260079971605611,"score_gpt":0.5453821776966943,"score_spread":0.28530220609108325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404293340","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91987497,0.00051409233,0.000021895245,0.0728933,0.005301523,0.0003241631,0.000014048805,0.000020362546,0.0010356602],"genre_scores_gemma":[0.9783438,0.000103203245,0.00011547127,0.017613197,0.0035734018,0.000036833855,0.0000311234,0.0000099372155,0.00017303482],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99529177,0.0015342835,0.0003297967,0.00028832676,0.0021065313,0.0004492736],"domain_scores_gemma":[0.9899334,0.0016463881,0.000092533104,0.00015398228,0.0006190601,0.007554648],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.018077044,0.00009441199,0.00013012702,0.0005469163,0.015227985,0.0005608645,0.00060483906,0.00021957574,0.00773915],"category_scores_gemma":[0.081561446,0.00008308957,0.000065571454,0.0018125344,0.00035994354,0.00029098903,0.00082257076,0.00070491293,0.000023298564],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001907985,0.000051988693,0.5513927,0.000013689837,0.000083293475,0.00000877454,0.27075192,0.000022666525,0.0000013030891,0.0025793742,0.010343462,0.16473179],"study_design_scores_gemma":[0.00007002945,0.00008342679,0.8751338,0.000035310804,0.00006458492,0.000032339758,0.008309681,0.00045320863,2.1840921e-7,0.0026170479,0.11307528,0.00012506756],"about_ca_topic_score_codex":0.49358156,"about_ca_topic_score_gemma":0.6641809,"teacher_disagreement_score":0.32374117,"about_ca_system_score_codex":0.0018399603,"about_ca_system_score_gemma":0.05605064,"threshold_uncertainty_score":0.99316794},"labels":[],"label_agreement":null},{"id":"W4404356373","doi":"10.1016/j.ajogmf.2024.101533","title":"The impact of obstetrics and gynecology journal podcasts on the dissemination of featured articles","year":2024,"lang":"en","type":"letter","venue":"American Journal of Obstetrics & Gynecology MFM","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Obstetrics and gynaecology; Obstetrics; Medicine; Gynecology; Medical education; Library science; Computer science; Pregnancy; Biology","score_opus":0.038143515868545606,"score_gpt":0.3748624281977593,"score_spread":0.3367189123292137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404356373","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.63177687,0.00869154,0.000009451215,0.33100104,0.027550412,0.00065268134,0.000026863838,0.000009914055,0.00028124492],"genre_scores_gemma":[0.979331,0.009662366,0.00019570897,0.008075683,0.002480203,0.000034123295,0.0000042500897,0.000056488097,0.00016015631],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9938622,0.0025625003,0.0014279503,0.00024306259,0.0011717178,0.0007325343],"domain_scores_gemma":[0.72742766,0.26664037,0.0039667045,0.00027758695,0.0014906796,0.00019703517],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003947053,0.00031042332,0.00096714013,0.0010513548,0.0007047914,0.00013641833,0.0009991013,0.0006495604,0.00007157189],"category_scores_gemma":[0.3138335,0.00018575713,0.0004593992,0.0029601874,0.002837412,0.00015004078,0.00007840395,0.0035967843,0.0000061595642],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006265566,0.00023941751,0.022550188,0.00008627732,0.0008422995,0.00030500762,0.03625061,0.000023640723,0.000050614854,0.0009343856,0.46025804,0.47839686],"study_design_scores_gemma":[0.0011029979,0.012685718,0.23015909,0.0008045687,0.001401682,0.0003772021,0.06283791,0.000065220265,0.00011119682,0.011846475,0.67765903,0.00094890886],"about_ca_topic_score_codex":0.00025866018,"about_ca_topic_score_gemma":0.00004655721,"teacher_disagreement_score":0.47744796,"about_ca_system_score_codex":0.0017785731,"about_ca_system_score_gemma":0.0028949305,"threshold_uncertainty_score":0.9998763},"labels":[],"label_agreement":null},{"id":"W4404442852","doi":"10.1093/ced/llae492","title":"Comment on ‘A cross-sectional analysis of TikTok content relating to sunscreen conspiracy theories and correlation with published evidence on sunscreen risks’: debunking sunscreen myths and trends – lessons for dermatology educators","year":2024,"lang":"en","type":"article","venue":"Clinical and Experimental Dermatology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Confusion; Social media; Mythology; Cross-sectional study; Sunscreening Agents; Medicine; Dermatology; Psychology; Environmental health; Political science; Art; Literature; Law; Pathology","score_opus":0.3039118047299554,"score_gpt":0.5291984839246304,"score_spread":0.22528667919467504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404442852","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9550197,0.0014345445,0.00032099016,0.04059631,0.0013590454,0.00075529487,0.000035037745,0.000058146128,0.00042089392],"genre_scores_gemma":[0.9967492,0.00016240314,0.000454425,0.0019355995,0.00019433402,0.00039792096,0.000053416745,0.000017181896,0.000035478424],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99726886,0.00062182837,0.0008348581,0.00062453013,0.0002690557,0.00038086454],"domain_scores_gemma":[0.9863076,0.0127636185,0.00025428258,0.00016641973,0.00017545646,0.00033257928],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010422969,0.00020350803,0.0006202069,0.00042653029,0.00066208304,0.00017375869,0.00013468348,0.00031061115,0.00007939075],"category_scores_gemma":[0.003102725,0.00017604983,0.000112691756,0.0005804139,0.0014847583,0.00033665204,0.00007181702,0.00029606768,0.0000029403723],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00055293663,0.0001251868,0.8820065,0.000045166293,0.00026570022,0.0000038404346,0.009485894,0.000010066268,0.000014576458,0.10251706,0.0006016235,0.004371438],"study_design_scores_gemma":[0.001028841,0.000962112,0.97321826,0.00024806982,0.00032621995,0.000025263902,0.015408443,0.0011284514,0.00034843697,0.0012739897,0.0056985356,0.0003333975],"about_ca_topic_score_codex":0.0027506591,"about_ca_topic_score_gemma":0.0008491436,"teacher_disagreement_score":0.10124307,"about_ca_system_score_codex":0.00012106204,"about_ca_system_score_gemma":0.00020096354,"threshold_uncertainty_score":0.71791035},"labels":[],"label_agreement":null},{"id":"W4404463805","doi":"10.2196/56675","title":"Association Between X/Twitter and Prescribing Behavior During the COVID-19 Pandemic: Retrospective Ecological Study","year":2024,"lang":"en","type":"article","venue":"JMIR Infodemiology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences","keywords":"Hydroxychloroquine; Medical prescription; Misinformation; Social media; Medicine; Pandemic; Coronavirus disease 2019 (COVID-19); Retrospective cohort study; Family medicine; Demography; Internal medicine; Computer science; World Wide Web; Nursing; Sociology","score_opus":0.23912036454519434,"score_gpt":0.4871569382784238,"score_spread":0.2480365737332295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404463805","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9831023,0.00011754416,0.000011803089,0.011494226,0.0018505517,0.0028081888,0.0000071404406,0.0002641325,0.00034409482],"genre_scores_gemma":[0.99400496,0.00007402459,0.000026232065,0.00072113605,0.0015707614,0.0034247688,0.0000034351226,0.000009300677,0.00016537294],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99706244,0.0015333768,0.00035610129,0.00035068495,0.00026094032,0.00043646462],"domain_scores_gemma":[0.9921549,0.007296233,0.00015365826,0.00013019904,0.0000742107,0.00019079585],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0038620092,0.00011115087,0.00024789284,0.00007685612,0.00086398504,0.00008584024,0.00019584138,0.00038037976,0.00009021246],"category_scores_gemma":[0.010599804,0.00008520151,0.000045686615,0.00029157268,0.00025695216,0.00014531588,0.00011160273,0.0006341209,0.00002306258],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000049669125,0.000034171015,0.9223908,0.000014440754,0.000026386075,0.00000271126,0.07597288,0.00000118383,0.000006777202,0.00063500437,0.00046417787,0.0004464837],"study_design_scores_gemma":[0.00014907359,0.000081835635,0.9806703,0.0000045905645,0.000057960722,0.0000017168055,0.007027449,0.000004643806,3.49424e-7,0.001759121,0.010151302,0.0000917068],"about_ca_topic_score_codex":0.0032476988,"about_ca_topic_score_gemma":0.002274181,"teacher_disagreement_score":0.06894543,"about_ca_system_score_codex":0.002348915,"about_ca_system_score_gemma":0.0003554156,"threshold_uncertainty_score":0.9977343},"labels":[],"label_agreement":null},{"id":"W4404554139","doi":"10.2196/66121","title":"The Use of Social Media on Enhancing Dental Care and Practice Among Dental Professionals: Cross-Sectional Survey Study","year":2024,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Chulalongkorn University","keywords":"Preprint; Cross-sectional study; Social media; Promotion (chess); Health care; Dental practice; Nursing; Medicine; Dentistry; Psychology; Political science","score_opus":0.3943719180781615,"score_gpt":0.6106983603119339,"score_spread":0.2163264422337724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404554139","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9935924,0.00017888487,0.0000014570302,0.00030144205,0.0032443549,0.0018859918,0.00007441006,0.000028760105,0.00069234],"genre_scores_gemma":[0.9982012,0.000056064364,0.000013584399,0.000009837519,0.00069988525,0.0009095179,0.000029510837,0.00001226851,0.00006816753],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99134123,0.0054256814,0.00040272606,0.00023352227,0.0021574795,0.00043934723],"domain_scores_gemma":[0.9329188,0.06568962,0.00012289574,0.00008971232,0.0010546905,0.00012427561],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0117382305,0.00008891932,0.000122011625,0.00018696282,0.0030731698,0.0005410661,0.00021984539,0.00012902937,0.000030472982],"category_scores_gemma":[0.030547297,0.000067155524,0.000040259896,0.00086276565,0.0011757512,0.0012255387,0.00014017079,0.00075861905,0.000034206583],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002190109,0.00020428188,0.35790887,0.0000585706,0.000026053844,0.000001911282,0.6354632,2.9135055e-7,0.0000051220964,0.0012418824,0.00081005506,0.0040607434],"study_design_scores_gemma":[0.00011680895,0.000127013,0.6601006,0.00003598508,0.0000016651097,4.0538674e-7,0.33728716,0.000008470607,0.000017744007,0.000032398995,0.0022274628,0.000044283683],"about_ca_topic_score_codex":0.004828083,"about_ca_topic_score_gemma":0.041549176,"teacher_disagreement_score":0.30219173,"about_ca_system_score_codex":0.00080869807,"about_ca_system_score_gemma":0.0010778409,"threshold_uncertainty_score":0.9982247},"labels":[],"label_agreement":null},{"id":"W4404581158","doi":"10.1016/s0140-6736(24)02429-2","title":"Should WHO partner with TikTok to combat misinformation?","year":2024,"lang":"en","type":"letter","venue":"The Lancet","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Misinformation; Medicine; Internet privacy; Environmental health; Psychology; Computer security; Computer science","score_opus":0.19889128455717453,"score_gpt":0.4306191068795049,"score_spread":0.23172782232233036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404581158","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00092364365,0.00019797552,0.000010530187,0.9373047,0.005394823,0.001419078,0.000033967168,0.00017716439,0.054538123],"genre_scores_gemma":[0.00071729673,0.00013175463,0.00017193347,0.9264377,0.062197562,0.00093476626,0.00008212896,0.000039448332,0.009287434],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.997972,0.0002505786,0.000223142,0.00019672178,0.0007891233,0.0005683966],"domain_scores_gemma":[0.998061,0.0011329603,0.00011469699,0.0004791261,0.00011861276,0.00009359816],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00091927603,0.00016353882,0.0003663401,0.00007600502,0.0004428635,0.00027007863,0.0006991496,0.0003810711,0.00026759665],"category_scores_gemma":[0.00054272276,0.00010489694,0.00004417545,0.00050697674,0.00021555104,0.000118312106,0.000041852956,0.0012551426,0.001589352],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000069198836,0.0000023609623,0.00021095657,0.0001093298,0.000016122283,0.0000037454777,0.043128304,0.000001602052,4.8823637e-8,0.001778569,0.95298123,0.0017608039],"study_design_scores_gemma":[0.000072377894,0.000023543009,0.0007725333,0.00019243475,0.000036093705,8.5335625e-7,0.0010204752,0.000003056166,0.0000011864247,0.0012040114,0.9965164,0.00015704033],"about_ca_topic_score_codex":0.0025161426,"about_ca_topic_score_gemma":0.0013768057,"teacher_disagreement_score":0.056802742,"about_ca_system_score_codex":0.00028158003,"about_ca_system_score_gemma":0.00058496767,"threshold_uncertainty_score":0.999188},"labels":[],"label_agreement":null},{"id":"W4404634278","doi":"10.1016/j.jpain.2024.104739","title":"Contemporary media campaigns for musculoskeletal pain: A systematic review and meta-analysis with social marketing benchmarking","year":2024,"lang":"en","type":"review","venue":"Journal of Pain","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"National Health and Medical Research Council; University of South Australia; Hospital Research Foundation","keywords":"Benchmarking; Social media; Meta-analysis; Social marketing; Musculoskeletal pain; Social media marketing; Systematic review; Marketing; Medicine; Business; MEDLINE; Physical therapy; Political science","score_opus":0.26427506627418745,"score_gpt":0.46692433001924194,"score_spread":0.2026492637450545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404634278","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[6.7702047e-7,0.9909876,0.0004452028,0.0024467118,0.0006458464,0.0053281044,0.000039698712,0.000019758114,0.00008638567],"genre_scores_gemma":[0.000037674217,0.9943261,0.0010164842,0.00035301535,0.0023231914,0.0018115053,0.00002755018,0.000054219287,0.00005026898],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9778204,0.018070579,0.0023649905,0.00033417722,0.0010097988,0.0004000699],"domain_scores_gemma":[0.96022326,0.034662656,0.004072958,0.0001769704,0.00056490273,0.00029924413],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.09348396,0.0004225242,0.0077074883,0.0005953836,0.0004755336,0.00017881705,0.00040561787,0.00033934801,0.00009754801],"category_scores_gemma":[0.038877293,0.00025998213,0.0037375367,0.001735749,0.00019229813,0.00018519232,0.000029421553,0.00067285856,0.0000019196643],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000032654823,0.00001993363,0.0000034688692,0.91987085,0.050456326,0.000012141009,0.0046759304,2.0115586e-8,1.2400638e-9,0.000058760514,0.0043393546,0.020559968],"study_design_scores_gemma":[0.000046872625,0.00009295026,8.689899e-7,0.08311426,0.73829293,0.0000066648404,0.003598071,0.0000021998,5.0943255e-10,0.00004054936,0.1745453,0.00025930835],"about_ca_topic_score_codex":0.00009712206,"about_ca_topic_score_gemma":0.00027707982,"teacher_disagreement_score":0.8367566,"about_ca_system_score_codex":0.0004923472,"about_ca_system_score_gemma":0.0027088004,"threshold_uncertainty_score":0.9999852},"labels":[],"label_agreement":null},{"id":"W4404750872","doi":"10.36834/cmej.79065","title":"OpenAI’s Sora in medical education: artificial videos in the classroom of the future","year":2024,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Artificial intelligence","score_opus":0.037477870299431,"score_gpt":0.4038742114621006,"score_spread":0.3663963411626696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404750872","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17078482,0.003835109,0.000003094413,0.77793527,0.0410993,0.0007329431,0.0000022909117,0.000008555675,0.0055986443],"genre_scores_gemma":[0.94231355,0.00084293867,0.0000551879,0.03708878,0.019158656,0.00035038491,0.000006625893,0.000016647426,0.00016719973],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99536496,0.001344245,0.00070094084,0.00020152466,0.00189741,0.00049090356],"domain_scores_gemma":[0.9953629,0.0009764523,0.00014361701,0.00024165976,0.00026629047,0.0030091146],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0062340177,0.0001103722,0.00017057738,0.00042509747,0.0005030634,0.00018729635,0.0011873962,0.00043359248,0.012803603],"category_scores_gemma":[0.04859058,0.0000766863,0.000083839135,0.001959401,0.00050172413,0.000235741,0.000016754433,0.0017930601,0.000046008736],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004293144,0.0002507757,0.0126263015,0.000048476595,0.00000640595,0.000016152637,0.08291759,6.5413445e-7,4.723195e-7,0.08516486,0.21652074,0.6024433],"study_design_scores_gemma":[0.00008191386,0.0000121149305,0.041112684,0.00065812416,0.0000095282885,0.00007362108,0.082842484,0.00004090763,9.592877e-7,0.011145746,0.86392295,0.0000989448],"about_ca_topic_score_codex":0.11368845,"about_ca_topic_score_gemma":0.7338843,"teacher_disagreement_score":0.7715288,"about_ca_system_score_codex":0.0014791475,"about_ca_system_score_gemma":0.36916706,"threshold_uncertainty_score":0.9880988},"labels":[],"label_agreement":null},{"id":"W4404801974","doi":"10.1016/j.jseint.2024.11.006","title":"The impact of social media for shoulder surgeons: a prevalence and correlation study with online and academic presence","year":2024,"lang":"en","type":"article","venue":"JSES International","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Stryker; Arthrex","keywords":"Social media; Correlation; Psychology; Social impact; Medical education; Medicine; Sociology; Computer science; Demography; Mathematics; World Wide Web","score_opus":0.12459710756512277,"score_gpt":0.5008759379863602,"score_spread":0.37627883042123744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404801974","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9928792,0.0007231245,0.0001413871,0.003177919,0.0019322131,0.00096680754,0.00006120458,0.000023912235,0.0000942019],"genre_scores_gemma":[0.998308,0.000542356,0.00007138922,0.000008044545,0.0006986261,0.00026458755,0.000009467939,0.00000618284,0.00009133468],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991287,0.00009902231,0.00017164434,0.00013970946,0.00034408525,0.00011686806],"domain_scores_gemma":[0.99295646,0.0066980417,0.00008392346,0.000035592635,0.00018362615,0.00004237195],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007203046,0.00005538591,0.00007218363,0.00005333526,0.00025771867,0.000058419977,0.00012368544,0.000059009115,0.000024966039],"category_scores_gemma":[0.0040940633,0.000037574886,0.000022434278,0.0001303865,0.00031346246,0.00021003488,0.00002335077,0.00013314062,3.3305957e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015707307,0.0000986007,0.7992695,0.000053189546,0.000092337155,4.8867037e-7,0.14559737,0.000012740383,0.000009548293,0.014074457,0.0011622156,0.03947247],"study_design_scores_gemma":[0.00020334523,0.00010830124,0.98186564,0.00007357069,0.000029547939,0.0000011386983,0.011036598,0.0020164563,0.0000017152012,0.002319313,0.0022836246,0.000060729457],"about_ca_topic_score_codex":0.0008456321,"about_ca_topic_score_gemma":0.0017467064,"teacher_disagreement_score":0.18259615,"about_ca_system_score_codex":0.00010570985,"about_ca_system_score_gemma":0.00036049244,"threshold_uncertainty_score":0.4901272},"labels":[],"label_agreement":null},{"id":"W4404839958","doi":"10.32920/27926793.v1","title":"A Fork in the Road for Emergency Medicine and Critical Care Blogs and Podcasts: Cross-sectional Study","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Cross-sectional study; Fork (system call); Medicine; Medical emergency; Computer science","score_opus":0.26518851967070045,"score_gpt":0.5614989672398134,"score_spread":0.29631044756911296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404839958","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9468508,0.00515547,0.000010612517,0.020095007,0.019316606,0.0045082816,0.00002520599,0.00004502677,0.0039930204],"genre_scores_gemma":[0.9913757,0.00030736887,0.00011387185,0.00012043925,0.004296165,0.0036601417,0.000012720982,0.000012285004,0.0001012953],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980232,0.00032251963,0.0004445611,0.00046013272,0.0004701989,0.00027936816],"domain_scores_gemma":[0.99676925,0.0026318475,0.000057187823,0.00014587535,0.00028374034,0.000112089205],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0024002776,0.00013785255,0.00021293056,0.00011636497,0.00050958525,0.00009709557,0.00019733227,0.0002749388,0.00019924183],"category_scores_gemma":[0.009371248,0.00009967892,0.00003990874,0.0002274587,0.000481465,0.00004422605,0.00016834053,0.00050702575,0.0000022064023],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010341655,0.000060789163,0.6519096,0.0004804397,0.000011090882,8.5537573e-7,0.32764888,2.1841977e-7,1.5772159e-7,0.017353065,0.00060826587,0.0019162928],"study_design_scores_gemma":[0.00016381098,0.00014011002,0.7151061,0.000052183783,0.000044252272,5.9902135e-7,0.22215943,0.000011936021,5.314728e-8,0.059908222,0.0023116902,0.000101585705],"about_ca_topic_score_codex":0.04354738,"about_ca_topic_score_gemma":0.043515936,"teacher_disagreement_score":0.10548944,"about_ca_system_score_codex":0.00018760456,"about_ca_system_score_gemma":0.00046544932,"threshold_uncertainty_score":0.99897325},"labels":[],"label_agreement":null},{"id":"W4404840006","doi":"10.32920/27926793","title":"A Fork in the Road for Emergency Medicine and Critical Care Blogs and Podcasts: Cross-sectional Study","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Cross-sectional study; Medicine; Medical emergency","score_opus":0.26518851967070045,"score_gpt":0.5614989672398134,"score_spread":0.29631044756911296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404840006","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9468508,0.00515547,0.000010612517,0.020095007,0.019316606,0.0045082816,0.00002520599,0.00004502677,0.0039930204],"genre_scores_gemma":[0.9913757,0.00030736887,0.00011387185,0.00012043925,0.004296165,0.0036601417,0.000012720982,0.000012285004,0.0001012953],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980232,0.00032251963,0.0004445611,0.00046013272,0.0004701989,0.00027936816],"domain_scores_gemma":[0.99676925,0.0026318475,0.000057187823,0.00014587535,0.00028374034,0.000112089205],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0024002776,0.00013785255,0.00021293056,0.00011636497,0.00050958525,0.00009709557,0.00019733227,0.0002749388,0.00019924183],"category_scores_gemma":[0.009371248,0.00009967892,0.00003990874,0.0002274587,0.000481465,0.00004422605,0.00016834053,0.00050702575,0.0000022064023],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010341655,0.000060789163,0.6519096,0.0004804397,0.000011090882,8.5537573e-7,0.32764888,2.1841977e-7,1.5772159e-7,0.017353065,0.00060826587,0.0019162928],"study_design_scores_gemma":[0.00016381098,0.00014011002,0.7151061,0.000052183783,0.000044252272,5.9902135e-7,0.22215943,0.000011936021,5.314728e-8,0.059908222,0.0023116902,0.000101585705],"about_ca_topic_score_codex":0.04354738,"about_ca_topic_score_gemma":0.043515936,"teacher_disagreement_score":0.10548944,"about_ca_system_score_codex":0.00018760456,"about_ca_system_score_gemma":0.00046544932,"threshold_uncertainty_score":0.99897325},"labels":[],"label_agreement":null},{"id":"W4404840098","doi":"10.32920/27926451","title":"The Social Media Editor at Medical Journals: Responsibilities, Goals, Barriers, and Facilitators","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; University of Saskatchewan","funders":"","keywords":"Social media; Public relations; Psychology; Political science; Medical education; Sociology; Medicine","score_opus":0.0847246536119907,"score_gpt":0.4363687541498241,"score_spread":0.3516441005378334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404840098","genre_codex":"empirical","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38024703,0.029560624,0.0000034557079,0.26555544,0.31417438,0.0020644995,0.00022098448,0.00041680044,0.0077567855],"genre_scores_gemma":[0.4500842,0.048601963,0.00040167267,0.0019931514,0.48196626,0.0048197536,0.00008342829,0.00021759431,0.0118319765],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.992344,0.002340536,0.0008459782,0.00066490954,0.0029672615,0.0008373057],"domain_scores_gemma":[0.9726427,0.02504354,0.0002625359,0.00033047897,0.00037948904,0.0013412356],"candidate_categories":["metaresearch","sts","research_integrity","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.012984278,0.0003002435,0.00046223923,0.00015847129,0.0038542366,0.0005285182,0.00081906305,0.0014921274,0.0029782609],"category_scores_gemma":[0.12962449,0.00022551967,0.00019174784,0.00035231683,0.0027206687,0.0000793744,0.0013088485,0.0022355807,0.00014116136],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055035012,0.000010572467,0.00256371,0.00017602442,0.00007469001,0.0000070940964,0.3188666,7.0911646e-8,6.957532e-7,0.02127723,0.62943226,0.027535994],"study_design_scores_gemma":[0.00009803887,0.000010591548,0.0027516196,0.00017889804,0.000047659556,0.0000012209207,0.12082402,0.000008463767,0.0000020827097,0.07081343,0.8049964,0.00026759933],"about_ca_topic_score_codex":0.005380385,"about_ca_topic_score_gemma":0.041089904,"teacher_disagreement_score":0.2635623,"about_ca_system_score_codex":0.0019027535,"about_ca_system_score_gemma":0.012270832,"threshold_uncertainty_score":0.9999934},"labels":[],"label_agreement":null},{"id":"W4404840201","doi":"10.32920/27926451.v1","title":"The Social Media Editor at Medical Journals: Responsibilities, Goals, Barriers, and Facilitators","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; University of Saskatchewan","funders":"","keywords":"Social media; Public relations; Medical education; Political science; Psychology; Business; Medicine; Law","score_opus":0.0847246536119907,"score_gpt":0.4363687541498241,"score_spread":0.3516441005378334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404840201","genre_codex":"empirical","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38024703,0.029560624,0.0000034557079,0.26555544,0.31417438,0.0020644995,0.00022098448,0.00041680044,0.0077567855],"genre_scores_gemma":[0.4500842,0.048601963,0.00040167267,0.0019931514,0.48196626,0.0048197536,0.00008342829,0.00021759431,0.0118319765],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.992344,0.002340536,0.0008459782,0.00066490954,0.0029672615,0.0008373057],"domain_scores_gemma":[0.9726427,0.02504354,0.0002625359,0.00033047897,0.00037948904,0.0013412356],"candidate_categories":["metaresearch","sts","research_integrity","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.012984278,0.0003002435,0.00046223923,0.00015847129,0.0038542366,0.0005285182,0.00081906305,0.0014921274,0.0029782609],"category_scores_gemma":[0.12962449,0.00022551967,0.00019174784,0.00035231683,0.0027206687,0.0000793744,0.0013088485,0.0022355807,0.00014116136],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055035012,0.000010572467,0.00256371,0.00017602442,0.00007469001,0.0000070940964,0.3188666,7.0911646e-8,6.957532e-7,0.02127723,0.62943226,0.027535994],"study_design_scores_gemma":[0.00009803887,0.000010591548,0.0027516196,0.00017889804,0.000047659556,0.0000012209207,0.12082402,0.000008463767,0.0000020827097,0.07081343,0.8049964,0.00026759933],"about_ca_topic_score_codex":0.005380385,"about_ca_topic_score_gemma":0.041089904,"teacher_disagreement_score":0.2635623,"about_ca_system_score_codex":0.0019027535,"about_ca_system_score_gemma":0.012270832,"threshold_uncertainty_score":0.9999934},"labels":[],"label_agreement":null},{"id":"W4404840899","doi":"10.32920/27931734","title":"Consensus Guidelines for Digital Scholarship in Academic Promotion","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Scholarship; Digital scholarship; Promotion (chess); Political science; Public relations; Sociology; Engineering ethics; Library science; Computer science; Engineering","score_opus":0.605666296760654,"score_gpt":0.5784630822531399,"score_spread":0.027203214507514062,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404840899","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74086905,0.0018092833,0.00006171708,0.21111712,0.029711535,0.007694057,0.00008297239,0.00041187895,0.0082423715],"genre_scores_gemma":[0.97889096,0.0004530363,0.0036773647,0.0004561572,0.008847015,0.0056877173,0.00011925564,0.000053203177,0.0018153037],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9978748,0.00015680856,0.0006658164,0.00046336147,0.00043056792,0.00040865235],"domain_scores_gemma":[0.99708897,0.0017163137,0.00017050361,0.00016294702,0.0007005311,0.00016075849],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00277493,0.00015749765,0.00024061016,0.0002305481,0.00014783097,0.0002426994,0.00032393733,0.0009465277,0.000046396464],"category_scores_gemma":[0.052395202,0.00016420208,0.000096540156,0.0003140109,0.00016248274,0.00008929174,0.0001928013,0.0012366774,0.0000998285],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007590789,0.0002663645,0.120598175,0.004003811,0.0000730988,0.0000074527175,0.08126259,0.000092276736,0.000043933756,0.18371853,0.069899976,0.5399579],"study_design_scores_gemma":[0.00023994876,0.00004005158,0.0072575756,0.0015729929,0.000038578593,7.154346e-7,0.0072391746,0.0002878788,0.00004505573,0.8944442,0.08833575,0.0004980796],"about_ca_topic_score_codex":0.0026972713,"about_ca_topic_score_gemma":0.002732815,"teacher_disagreement_score":0.71072567,"about_ca_system_score_codex":0.00080573163,"about_ca_system_score_gemma":0.0032015971,"threshold_uncertainty_score":0.95558685},"labels":[],"label_agreement":null},{"id":"W4404840934","doi":"10.32920/27931734.v1","title":"Consensus Guidelines for Digital Scholarship in Academic Promotion","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Scholarship; Digital scholarship; Promotion (chess); Political science; Engineering ethics; Public relations; Data science; Sociology; Computer science; Library science; Engineering; Law","score_opus":0.605666296760654,"score_gpt":0.5784630822531399,"score_spread":0.027203214507514062,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404840934","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74086905,0.0018092833,0.00006171708,0.21111712,0.029711535,0.007694057,0.00008297239,0.00041187895,0.0082423715],"genre_scores_gemma":[0.97889096,0.0004530363,0.0036773647,0.0004561572,0.008847015,0.0056877173,0.00011925564,0.000053203177,0.0018153037],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9978748,0.00015680856,0.0006658164,0.00046336147,0.00043056792,0.00040865235],"domain_scores_gemma":[0.99708897,0.0017163137,0.00017050361,0.00016294702,0.0007005311,0.00016075849],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00277493,0.00015749765,0.00024061016,0.0002305481,0.00014783097,0.0002426994,0.00032393733,0.0009465277,0.000046396464],"category_scores_gemma":[0.052395202,0.00016420208,0.000096540156,0.0003140109,0.00016248274,0.00008929174,0.0001928013,0.0012366774,0.0000998285],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007590789,0.0002663645,0.120598175,0.004003811,0.0000730988,0.0000074527175,0.08126259,0.000092276736,0.000043933756,0.18371853,0.069899976,0.5399579],"study_design_scores_gemma":[0.00023994876,0.00004005158,0.0072575756,0.0015729929,0.000038578593,7.154346e-7,0.0072391746,0.0002878788,0.00004505573,0.8944442,0.08833575,0.0004980796],"about_ca_topic_score_codex":0.0026972713,"about_ca_topic_score_gemma":0.002732815,"teacher_disagreement_score":0.71072567,"about_ca_system_score_codex":0.00080573163,"about_ca_system_score_gemma":0.0032015971,"threshold_uncertainty_score":0.95558685},"labels":[],"label_agreement":null},{"id":"W4404845840","doi":"10.2196/52886","title":"Exploring the Social Media Discussion of Breast Cancer Treatment Choices: Quantitative Natural Language Processing Study","year":2024,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"University of California, San Francisco; American Society of Clinical Oncology; Conquer Cancer Foundation","keywords":"Preprint; Natural (archaeology); Social media; Breast cancer; Process (computing); Computer science; Cancer; Medicine; World Wide Web; History","score_opus":0.24132270643598885,"score_gpt":0.5094616479151082,"score_spread":0.2681389414791193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404845840","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97404,0.0063899206,8.4865286e-7,0.01044881,0.0073654014,0.0014613576,0.000048453312,0.000089493966,0.00015572945],"genre_scores_gemma":[0.98767984,0.00049325696,0.000012755729,0.00002963295,0.0036465426,0.007968425,0.000003309986,0.000019192556,0.0001470165],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9985481,0.00024489805,0.00020900613,0.00023153405,0.0004893742,0.0002771056],"domain_scores_gemma":[0.9989442,0.0006944639,0.00010997434,0.00007752544,0.00011111813,0.000062704596],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032085762,0.00011827963,0.00017884112,0.00007072098,0.00063578866,0.00008368259,0.0001635973,0.000040259183,0.00013417308],"category_scores_gemma":[0.00014091986,0.00006306691,0.00006280183,0.0007093852,0.00021490038,0.00043399894,0.000019679643,0.00016237648,0.000005503282],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020371355,0.00007235398,0.0059540095,0.000056803976,0.000024496778,0.0000010560469,0.6373418,0.0000012197535,0.000052246847,0.00015796935,0.0000727832,0.3562449],"study_design_scores_gemma":[0.00022878553,0.000040164832,0.39080426,0.00034582964,0.00007342438,1.5979384e-7,0.6009624,0.00007279969,0.000045722667,0.000031142332,0.0072563468,0.00013894358],"about_ca_topic_score_codex":0.032796293,"about_ca_topic_score_gemma":0.072696365,"teacher_disagreement_score":0.38485026,"about_ca_system_score_codex":0.0009827602,"about_ca_system_score_gemma":0.0010643429,"threshold_uncertainty_score":0.9736444},"labels":[],"label_agreement":null},{"id":"W4404857076","doi":"10.1016/j.jhsg.2024.11.001","title":"The Impact of Social Media for Hand Surgeons: A Prevalence and Correlation Study With Online and Academic Reputations","year":2024,"lang":"en","type":"article","venue":"Journal of Hand Surgery Global Online","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Social media; Correlation; Psychology; Medical education; Medicine; Computer science; World Wide Web; Mathematics","score_opus":0.09623894336161876,"score_gpt":0.4494179991724316,"score_spread":0.3531790558108128,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404857076","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9878801,0.006426131,0.000105443076,0.0032256818,0.0015810131,0.00057121273,0.00019739766,0.000008219231,0.0000048000925],"genre_scores_gemma":[0.99615186,0.0027711063,0.00012965027,0.000011600049,0.0008865635,0.00001891145,0.000011745607,0.0000073824963,0.000011155962],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99829245,0.00029976928,0.0006323176,0.00012532469,0.00043646476,0.0002136785],"domain_scores_gemma":[0.9882188,0.010576133,0.00047658404,0.000047821974,0.0005344579,0.0001462111],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025841407,0.00009939222,0.0003045903,0.00010099814,0.0006390966,0.000118949894,0.0000807891,0.00010207705,0.000005277397],"category_scores_gemma":[0.00730474,0.00006290454,0.00010003927,0.00049752276,0.0005030604,0.0003028274,0.000012603544,0.00023057178,1.0918116e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005953053,0.0003482635,0.87950504,0.00012606499,0.00019656697,0.000009339279,0.040628757,0.000027295127,0.000013678341,0.0004659698,0.0016018074,0.0764819],"study_design_scores_gemma":[0.0003364573,0.00031616088,0.98360944,0.00026740885,0.00016520925,0.000025443956,0.012123603,0.00026644007,0.0000012359013,0.001480963,0.0013234155,0.00008422286],"about_ca_topic_score_codex":0.00049249554,"about_ca_topic_score_gemma":0.002988018,"teacher_disagreement_score":0.10410439,"about_ca_system_score_codex":0.00019064228,"about_ca_system_score_gemma":0.0018413019,"threshold_uncertainty_score":0.87449837},"labels":[],"label_agreement":null},{"id":"W4404869774","doi":"10.1016/j.pec.2024.108577","title":"Examining healthcare workers’ engagement with social media-based health education: Influencing factors, challenges, and future directions","year":2024,"lang":"en","type":"article","venue":"Patient Education and Counseling","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"National Natural Science Foundation of China","keywords":"Social media; Health care; Psychology; Public relations; Applied psychology; Nursing; Medical education; Medicine; Political science; Computer science; World Wide Web","score_opus":0.12176233626518747,"score_gpt":0.37013027306070895,"score_spread":0.2483679367955215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404869774","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8079522,0.13097605,0.000024583645,0.047084045,0.012170943,0.0010273606,0.000006492542,0.00022013568,0.0005381658],"genre_scores_gemma":[0.97259533,0.02104567,0.00077202945,0.0010430423,0.0037107547,0.0007181247,0.000073596144,0.000027387043,0.000014047526],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99798805,0.00048303825,0.00032040954,0.00040892814,0.0004530998,0.00034648148],"domain_scores_gemma":[0.99808604,0.0010390799,0.00016164173,0.00010617033,0.00027036644,0.00033668114],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008698142,0.00016860556,0.00018293594,0.00023975727,0.0017510556,0.0001829072,0.00006540217,0.00011675907,0.000025436726],"category_scores_gemma":[0.0002293084,0.00016573975,0.000021443788,0.00047155918,0.0001253597,0.00025947913,0.000009183668,0.0003157431,0.0000026159987],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003374977,0.00006405793,0.0035790408,0.00021295586,0.0000060860475,5.9808514e-8,0.4357911,3.5343527e-7,2.7290025e-7,0.0026081481,0.00021627794,0.55751824],"study_design_scores_gemma":[0.00005077289,0.00006445455,0.024147416,0.0005401742,0.000016966225,8.314705e-7,0.578353,0.000011204601,0.0000012754338,0.00023238276,0.39642122,0.00016030604],"about_ca_topic_score_codex":0.0030518398,"about_ca_topic_score_gemma":0.0035468254,"teacher_disagreement_score":0.55735797,"about_ca_system_score_codex":0.0006510557,"about_ca_system_score_gemma":0.007496717,"threshold_uncertainty_score":0.99954855},"labels":[],"label_agreement":null},{"id":"W4404870561","doi":"10.3389/fpubh.2024.1413556","title":"Is global health truly global? A hashtag analysis of #GlobalHealth disparities on X","year":2024,"lang":"en","type":"article","venue":"Frontiers in Public Health","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Uniwersytet Warszawski; Warszawski Uniwersytet Medyczny","keywords":"Global health; Computer science; Health equity; Data science; Environmental health; Medicine; Public health; Pathology","score_opus":0.11525288661143974,"score_gpt":0.45963684627695806,"score_spread":0.3443839596655183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404870561","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07253726,0.022395728,0.0096539,0.83457494,0.04173845,0.004033684,0.0020101266,0.0006216357,0.012434289],"genre_scores_gemma":[0.96846783,0.008209797,0.0044373465,0.017422156,0.0008197268,0.0003794718,0.00014652558,0.000025833157,0.000091313166],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9928993,0.001786192,0.0013453788,0.00078040134,0.0013930163,0.0017957146],"domain_scores_gemma":[0.99696106,0.0005270994,0.00047882722,0.0004896463,0.00018507775,0.0013582854],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.006441067,0.0002766913,0.0011314745,0.00086597,0.00062698964,0.00021692629,0.0006008499,0.00028351523,0.00011821239],"category_scores_gemma":[0.0019600915,0.000300537,0.00027943988,0.011771762,0.0005141666,0.00043170113,0.00004604276,0.0004012944,0.000019718802],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000017186869,0.00023394586,0.4147203,0.00040720377,0.00023290871,0.0000016528006,0.024281256,0.000011396351,3.7870596e-9,0.1513411,0.1463247,0.26242834],"study_design_scores_gemma":[0.0002801353,0.00028939647,0.53985035,0.00025447345,0.000055015873,5.2930864e-7,0.014303406,0.0010644956,6.699674e-8,0.011465035,0.43217367,0.00026343326],"about_ca_topic_score_codex":0.14918788,"about_ca_topic_score_gemma":0.032651003,"teacher_disagreement_score":0.8959306,"about_ca_system_score_codex":0.014821444,"about_ca_system_score_gemma":0.024183093,"threshold_uncertainty_score":0.9999447},"labels":[],"label_agreement":null},{"id":"W4404905545","doi":"10.32920/27940881.v1","title":"Thinking Critically About Appraising FOAM","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan; University of Toronto; McMaster University","funders":"Society for Academic Emergency Medicine","keywords":"Critically ill; Medicine; Intensive care medicine","score_opus":0.14242185661164639,"score_gpt":0.47907913750202613,"score_spread":0.3366572808903797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404905545","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03997531,0.0022776083,0.0008494152,0.08224274,0.087655805,0.002174117,0.0000075111425,0.0012600176,0.7835575],"genre_scores_gemma":[0.93762654,0.00045605926,0.027690258,0.0045456504,0.025150165,0.0019364883,0.000027719572,0.0001122705,0.0024548275],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99730194,0.00032820227,0.0003892946,0.0004973303,0.00093863317,0.0005445838],"domain_scores_gemma":[0.99646664,0.0025320866,0.00008854019,0.00028368493,0.00035926682,0.0002697677],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002278256,0.00017519515,0.00025744113,0.00014439254,0.00066002965,0.00072435656,0.0005794104,0.0006402389,0.00043544732],"category_scores_gemma":[0.010136164,0.0001868275,0.00013165186,0.0002134393,0.00031701618,0.000051085368,0.00059181335,0.0012486724,0.00034924556],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000017035344,0.00002643908,0.00061512354,0.000548322,0.000022316879,0.000005119291,0.12936534,0.0000021978628,0.00000307919,0.7773732,0.0054875594,0.08654961],"study_design_scores_gemma":[0.000037285445,0.000008798612,0.0015903133,0.00087434775,0.000067868394,4.2808253e-7,0.016883917,0.000055874236,0.000014499227,0.8099517,0.17015222,0.0003627353],"about_ca_topic_score_codex":0.019031096,"about_ca_topic_score_gemma":0.004202302,"teacher_disagreement_score":0.89765126,"about_ca_system_score_codex":0.0005633027,"about_ca_system_score_gemma":0.003176141,"threshold_uncertainty_score":0.9982019},"labels":[],"label_agreement":null},{"id":"W4404905571","doi":"10.32920/27940884","title":"The revised Approved Instructional Resources score: An improved quality evaluation tool for online educational resources","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal College of Physicians and Surgeons of Canada; McMaster University; University of Saskatchewan; University of Alberta; University of Calgary","funders":"","keywords":"Educational resources; Quality (philosophy); Computer science; Open educational resources; Knowledge management; Psychology; Pedagogy; Library science","score_opus":0.23370705425586127,"score_gpt":0.5010794980354085,"score_spread":0.2673724437795473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404905571","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8923855,0.0015876769,0.00004375566,0.07023891,0.02344959,0.009986501,0.0002462535,0.00024123587,0.0018205981],"genre_scores_gemma":[0.70336664,0.0013330099,0.06794153,0.0026746627,0.12977743,0.07873368,0.0067458,0.00036186806,0.009065386],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9934487,0.0021100566,0.0011731242,0.0010064892,0.0016877503,0.0005738795],"domain_scores_gemma":[0.9889849,0.007313907,0.00080240023,0.0007279032,0.0019073229,0.0002635985],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.012576801,0.00032841586,0.0003873094,0.00017417916,0.0021405087,0.0008556726,0.0009304606,0.0006373952,0.00027596095],"category_scores_gemma":[0.027374726,0.00027150667,0.00025094097,0.00046456113,0.0007314905,0.00019159826,0.0002782821,0.0009052456,0.000016534927],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036457388,0.00053646765,0.0033818148,0.0011767977,0.0001810187,5.7479475e-8,0.07753148,0.00007461069,0.00008982299,0.12918085,0.0072987797,0.78018373],"study_design_scores_gemma":[0.0006674843,0.00013460455,0.11603985,0.0003503408,0.00030703528,6.7805456e-7,0.020865161,0.005904042,0.000013490181,0.4230376,0.4318316,0.0008481105],"about_ca_topic_score_codex":0.012942999,"about_ca_topic_score_gemma":0.019746695,"teacher_disagreement_score":0.7793356,"about_ca_system_score_codex":0.0015141704,"about_ca_system_score_gemma":0.008681239,"threshold_uncertainty_score":0.9999737},"labels":[],"label_agreement":null},{"id":"W4404905627","doi":"10.32920/27940827","title":"The impact of social media promotion with infographics and podcasts on research dissemination and readership","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; Jewish General Hospital; McMaster University; Queen's University; University of Saskatchewan; University of Calgary; Western University","funders":"","keywords":"Infographic; Audience measurement; Social media; Promotion (chess); Microblogging; Dissemination; Altmetrics; Political science; Advertising; Computer science; Library science; World Wide Web; Business; Telecommunications","score_opus":0.3272442167288403,"score_gpt":0.5506732553730728,"score_spread":0.22342903864423247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404905627","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9721662,0.00034971733,0.0000013284963,0.019013261,0.0012145481,0.0016340696,0.000012826423,0.000044514996,0.0055635604],"genre_scores_gemma":[0.9975742,0.0009012713,0.000037314516,0.0000031851657,0.0009955274,0.00038394888,0.000019658619,0.000015801175,0.00006907856],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9974599,0.0007710577,0.00022484284,0.0002865456,0.0009361001,0.0003215418],"domain_scores_gemma":[0.99164724,0.007459034,0.00014814777,0.00013249581,0.0004795289,0.00013352526],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004586156,0.00012384506,0.00016850345,0.00028516102,0.0007956315,0.00023423413,0.00015317152,0.00038166036,0.000015961012],"category_scores_gemma":[0.0054981997,0.00007883532,0.000041952466,0.0005949826,0.001485183,0.000057677065,0.00012789179,0.000980243,0.0000017471558],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012452624,0.000115307266,0.02032496,0.00057162286,0.00007844432,0.000001110396,0.71693736,8.5341196e-7,0.000013380684,0.14257292,0.0023465564,0.11691293],"study_design_scores_gemma":[0.00016895878,0.0005170316,0.7114704,0.0010314739,0.00005958533,0.0000010313316,0.113532364,0.00006376489,0.00004394688,0.17228948,0.0005237737,0.00029817095],"about_ca_topic_score_codex":0.005001751,"about_ca_topic_score_gemma":0.009416662,"teacher_disagreement_score":0.6911455,"about_ca_system_score_codex":0.000298253,"about_ca_system_score_gemma":0.0011372205,"threshold_uncertainty_score":0.7561184},"labels":[],"label_agreement":null},{"id":"W4404905632","doi":"10.32920/27940827.v1","title":"The impact of social media promotion with infographics and podcasts on research dissemination and readership","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; Jewish General Hospital; McMaster University; Queen's University; University of Saskatchewan; University of Calgary; Western University","funders":"","keywords":"Infographic; Audience measurement; Social media; Promotion (chess); Altmetrics; Microblogging; Dissemination; Advertising; Computer science; Political science; World Wide Web; Business; Telecommunications","score_opus":0.3272442167288403,"score_gpt":0.5506732553730728,"score_spread":0.22342903864423247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404905632","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9721662,0.00034971733,0.0000013284963,0.019013261,0.0012145481,0.0016340696,0.000012826423,0.000044514996,0.0055635604],"genre_scores_gemma":[0.9975742,0.0009012713,0.000037314516,0.0000031851657,0.0009955274,0.00038394888,0.000019658619,0.000015801175,0.00006907856],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9974599,0.0007710577,0.00022484284,0.0002865456,0.0009361001,0.0003215418],"domain_scores_gemma":[0.99164724,0.007459034,0.00014814777,0.00013249581,0.0004795289,0.00013352526],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004586156,0.00012384506,0.00016850345,0.00028516102,0.0007956315,0.00023423413,0.00015317152,0.00038166036,0.000015961012],"category_scores_gemma":[0.0054981997,0.00007883532,0.000041952466,0.0005949826,0.001485183,0.000057677065,0.00012789179,0.000980243,0.0000017471558],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012452624,0.000115307266,0.02032496,0.00057162286,0.00007844432,0.000001110396,0.71693736,8.5341196e-7,0.000013380684,0.14257292,0.0023465564,0.11691293],"study_design_scores_gemma":[0.00016895878,0.0005170316,0.7114704,0.0010314739,0.00005958533,0.0000010313316,0.113532364,0.00006376489,0.00004394688,0.17228948,0.0005237737,0.00029817095],"about_ca_topic_score_codex":0.005001751,"about_ca_topic_score_gemma":0.009416662,"teacher_disagreement_score":0.6911455,"about_ca_system_score_codex":0.000298253,"about_ca_system_score_gemma":0.0011372205,"threshold_uncertainty_score":0.7561184},"labels":[],"label_agreement":null},{"id":"W4404917859","doi":"10.32920/27940884.v1","title":"The revised Approved Instructional Resources score: An improved quality evaluation tool for online educational resources","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal College of Physicians and Surgeons of Canada; McMaster University; University of Saskatchewan; University of Alberta; University of Calgary","funders":"","keywords":"Quality (philosophy); Educational resources; Computer science; Medical education; Knowledge management; Psychology; Medicine; Pedagogy","score_opus":0.23370705425586127,"score_gpt":0.5010794980354085,"score_spread":0.2673724437795473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404917859","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8923855,0.0015876769,0.00004375566,0.07023891,0.02344959,0.009986501,0.0002462535,0.00024123587,0.0018205981],"genre_scores_gemma":[0.70336664,0.0013330099,0.06794153,0.0026746627,0.12977743,0.07873368,0.0067458,0.00036186806,0.009065386],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9934487,0.0021100566,0.0011731242,0.0010064892,0.0016877503,0.0005738795],"domain_scores_gemma":[0.9889849,0.007313907,0.00080240023,0.0007279032,0.0019073229,0.0002635985],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.012576801,0.00032841586,0.0003873094,0.00017417916,0.0021405087,0.0008556726,0.0009304606,0.0006373952,0.00027596095],"category_scores_gemma":[0.027374726,0.00027150667,0.00025094097,0.00046456113,0.0007314905,0.00019159826,0.0002782821,0.0009052456,0.000016534927],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036457388,0.00053646765,0.0033818148,0.0011767977,0.0001810187,5.7479475e-8,0.07753148,0.00007461069,0.00008982299,0.12918085,0.0072987797,0.78018373],"study_design_scores_gemma":[0.0006674843,0.00013460455,0.11603985,0.0003503408,0.00030703528,6.7805456e-7,0.020865161,0.005904042,0.000013490181,0.4230376,0.4318316,0.0008481105],"about_ca_topic_score_codex":0.012942999,"about_ca_topic_score_gemma":0.019746695,"teacher_disagreement_score":0.7793356,"about_ca_system_score_codex":0.0015141704,"about_ca_system_score_gemma":0.008681239,"threshold_uncertainty_score":0.9999737},"labels":[],"label_agreement":null},{"id":"W4405068146","doi":"10.1200/acon.15.00295","title":"How do Oncologists Use Social Media, and What Information Are They Seeking?","year":2024,"lang":"en","type":"dataset","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre; Queen's University; University of Waterloo; University of Calgary; St. Michael's Hospital","funders":"","keywords":"Social media; Internet privacy; Psychology; Data science; World Wide Web; Computer science","score_opus":0.10833915328832434,"score_gpt":0.3946215518978162,"score_spread":0.2862823986094919,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405068146","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012833521,0.0008695277,0.000002197981,0.04581618,0.04201333,0.0018456033,0.9077476,0.00022158178,0.00020060607],"genre_scores_gemma":[0.0013949244,0.017550342,0.0000918958,0.0015892239,0.009684213,0.00082944875,0.96876794,0.000020242656,0.000071785136],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977852,0.0003693634,0.00032382587,0.00026868135,0.00082023384,0.0004326915],"domain_scores_gemma":[0.9953442,0.0035847053,0.0004176079,0.00018519258,0.00025324099,0.00021504969],"candidate_categories":["metaresearch","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0010669497,0.00022478586,0.00034106322,0.0002540121,0.0007324071,0.0049711005,0.00032249678,0.0009832586,0.00014669792],"category_scores_gemma":[0.011320407,0.00020990561,0.000067952016,0.00033205978,0.00038984432,0.004400126,0.000113378985,0.000617623,0.00051306264],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000041197236,0.0000142399,0.00010449984,0.00020114049,0.0000126440145,0.0000019999536,0.045113284,1.5079774e-8,2.130395e-8,0.0005200302,0.93107367,0.022954337],"study_design_scores_gemma":[0.00006971788,0.000012329391,0.0011998791,0.00014028074,0.00005381056,4.9475784e-7,0.07987496,5.2089604e-7,1.0120632e-7,0.0012764394,0.9171647,0.00020677138],"about_ca_topic_score_codex":0.010883892,"about_ca_topic_score_gemma":0.09483993,"teacher_disagreement_score":0.08395603,"about_ca_system_score_codex":0.00073872984,"about_ca_system_score_gemma":0.0010655371,"threshold_uncertainty_score":0.99700767},"labels":[],"label_agreement":null},{"id":"W4405167510","doi":"10.2196/58227","title":"Visualizing YouTube Commenters’ Conceptions of the US Health Care System: Semantic Network Analysis Method for Evidence-Based Policy Making","year":2024,"lang":"en","type":"article","venue":"JMIR Infodemiology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Health care; Computer science; Data science; Political science; World Wide Web","score_opus":0.19130424392740542,"score_gpt":0.5570578958064848,"score_spread":0.3657536518790794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405167510","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42024386,0.018601805,0.25907248,0.26053348,0.02339873,0.016148893,0.00017784591,0.0008327162,0.0009902007],"genre_scores_gemma":[0.9864592,0.000060130267,0.0058973804,0.004207707,0.0016049984,0.0017372522,0.000014662409,0.000012993053,0.0000057102125],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99546725,0.0028136044,0.00067896704,0.00027717155,0.0002161812,0.00054683693],"domain_scores_gemma":[0.9894777,0.009500546,0.0004206821,0.00027676453,0.00022023021,0.00010407714],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034158991,0.00012121715,0.0005005507,0.00024331536,0.00080375484,0.000036926154,0.00035366576,0.00020146136,0.000011645397],"category_scores_gemma":[0.0030619334,0.0001003131,0.00032023012,0.0020219635,0.00029528298,0.00010254947,0.00005688002,0.00021302467,0.0000025854285],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003318865,0.0000245427,0.50485784,0.0021606288,0.00027615685,3.0492774e-7,0.25394714,0.009858441,0.000007463058,0.2156935,0.0028739222,0.010266873],"study_design_scores_gemma":[0.00092359213,0.00072531495,0.448381,0.00979118,0.0022813203,0.0000036855108,0.26303807,0.16053057,0.000017558486,0.0039257444,0.10937379,0.0010081728],"about_ca_topic_score_codex":0.023024565,"about_ca_topic_score_gemma":0.0052803163,"teacher_disagreement_score":0.56621534,"about_ca_system_score_codex":0.0014674723,"about_ca_system_score_gemma":0.002415683,"threshold_uncertainty_score":0.9834812},"labels":[],"label_agreement":null},{"id":"W4405273198","doi":"10.2196/50449","title":"Dermatologic Data From the Global Burden of Disease Study 2019 and the PatientsLikeMe Online Support Community: Comparative Analysis","year":2024,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Data science; Medicine; Computer science","score_opus":0.1979898311010074,"score_gpt":0.4861577829922286,"score_spread":0.28816795189122124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405273198","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9612414,0.0017017424,0.000017869623,0.033103824,0.0009505387,0.0019382469,0.0007695908,0.00005210789,0.0002246578],"genre_scores_gemma":[0.99817437,0.00013093882,0.0000270579,0.00055242423,0.00014923168,0.00026235002,0.0006928026,0.000003911402,0.0000069041253],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99441,0.004346423,0.0004273378,0.00024176945,0.00033186018,0.0002426546],"domain_scores_gemma":[0.991207,0.007595614,0.00017652556,0.00079293555,0.000106986394,0.0001209512],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00075772044,0.000119385724,0.00044793624,0.000057117893,0.000684589,0.00007018453,0.001060771,0.00008398525,0.000096997916],"category_scores_gemma":[0.00091200497,0.00007284655,0.000062870524,0.001012079,0.0014176165,0.00016395908,0.00039739502,0.0003238453,0.000026891179],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009003517,0.00026491153,0.79039925,0.000026374468,0.0005226408,0.000009786326,0.19399272,0.000004729744,6.45283e-8,0.0038129492,0.010211916,0.00066460687],"study_design_scores_gemma":[0.0007520429,0.000042034615,0.7271907,0.000022445776,0.0013606375,0.0000033330066,0.23016258,0.002277539,3.3451775e-7,0.0049817557,0.033060625,0.0001460325],"about_ca_topic_score_codex":0.055995513,"about_ca_topic_score_gemma":0.035649225,"teacher_disagreement_score":0.06320862,"about_ca_system_score_codex":0.00008457474,"about_ca_system_score_gemma":0.0005635372,"threshold_uncertainty_score":0.98194766},"labels":[],"label_agreement":null},{"id":"W4405309252","doi":"10.1016/j.arthro.2024.10.025","title":"Elizabeth J. Scott, M.D., Social Media Editor","year":2024,"lang":"en","type":"editorial","venue":"Arthroscopy The Journal of Arthroscopic and Related Surgery","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Alberta; University of Ottawa; Texas Tech University","keywords":"Social media; Sociology; Media studies; Political science; Law","score_opus":0.02979184467169151,"score_gpt":0.3488282716621247,"score_spread":0.3190364269904332,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405309252","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013520693,0.032466576,0.000004617928,0.0060189203,0.94689286,0.0004449017,0.000033952503,0.00007424007,0.00054326735],"genre_scores_gemma":[0.0046635205,0.08660478,0.000038051887,0.000071909766,0.90816003,0.000017415496,0.000028762604,0.000092883514,0.00032261846],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9934318,0.0016039287,0.0016285481,0.0003376395,0.0021960558,0.00080201286],"domain_scores_gemma":[0.9558562,0.041080438,0.0015497216,0.00025193198,0.00085777073,0.0004039371],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.007433299,0.0004322617,0.0011376571,0.0004387468,0.0016776116,0.00025719134,0.00048503614,0.0019848386,0.0002982969],"category_scores_gemma":[0.02304622,0.0003162681,0.00039183034,0.0008004946,0.0019174677,0.00041540104,0.00009747643,0.0033414776,0.00012944387],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051156567,0.000046181474,0.00011558559,0.00015416807,0.00021008565,0.000020286549,0.04813472,5.8477946e-7,0.000007623239,0.00018222976,0.9487145,0.0023628592],"study_design_scores_gemma":[0.00023350526,0.00007076343,0.00010573227,0.0013033573,0.00048122075,0.0000064806045,0.005125957,0.0000013535634,0.000009793322,0.002486397,0.9898745,0.00030094216],"about_ca_topic_score_codex":0.00030965972,"about_ca_topic_score_gemma":0.000366183,"teacher_disagreement_score":0.054138206,"about_ca_system_score_codex":0.00038066242,"about_ca_system_score_gemma":0.005874375,"threshold_uncertainty_score":0.99992895},"labels":[],"label_agreement":null},{"id":"W4405417163","doi":"10.1111/tid.14423","title":"The Journal in 2024: Reflections and Thanks for Our Reviewers","year":2024,"lang":"en","type":"editorial","venue":"Transplant Infectious Disease","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine","score_opus":0.05340704090490411,"score_gpt":0.429134152709614,"score_spread":0.3757271118047099,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405417163","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00031865522,0.012763296,0.00003781837,0.0038049747,0.9786487,0.0021468676,0.00034041595,0.0000810566,0.001858192],"genre_scores_gemma":[0.0030635009,0.21211834,0.000014932308,0.000051931656,0.782184,0.0017882809,0.000079410165,0.000048207905,0.00065138156],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976168,0.0005832424,0.000431992,0.0002692261,0.0005959006,0.00050283375],"domain_scores_gemma":[0.9934469,0.0055303494,0.00016011733,0.00014980319,0.0002508978,0.00046196353],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0026425165,0.00020634737,0.0002669084,0.00019365984,0.0016330704,0.00029163802,0.00021169595,0.00041644374,0.000010693459],"category_scores_gemma":[0.006207762,0.000167862,0.00014622262,0.00041036884,0.00013372157,0.00012189932,0.0000062688227,0.0012035866,0.000019739728],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001255487,0.000054090295,0.0006923563,0.0009073411,0.00004235222,0.000010939092,0.012602429,0.0000020533882,3.696294e-7,0.00046824382,0.9778026,0.0072916793],"study_design_scores_gemma":[0.00023226943,0.000054069445,0.00017045418,0.0006899913,0.00037025881,0.0000018153473,0.0012760893,0.0000020277052,9.486061e-8,0.002585103,0.99443793,0.00017988846],"about_ca_topic_score_codex":0.0029962396,"about_ca_topic_score_gemma":0.03224317,"teacher_disagreement_score":0.19935505,"about_ca_system_score_codex":0.00063184253,"about_ca_system_score_gemma":0.0036487593,"threshold_uncertainty_score":0.9996667},"labels":[],"label_agreement":null},{"id":"W4405520992","doi":"10.2196/59687","title":"COVID-19 Public Health Communication on X (Formerly Twitter): Cross-Sectional Study of Message Type, Sentiment, and Source","year":2024,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Coronavirus disease 2019 (COVID-19); Cross-sectional study; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Public health; Internet privacy; World Wide Web; Medicine; Computer science; Virology; Nursing; Outbreak","score_opus":0.42021924713218983,"score_gpt":0.6023887643384956,"score_spread":0.1821695172063058,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405520992","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9772463,0.00037948898,0.000041943305,0.016522776,0.0006452025,0.002414057,0.000009705826,0.00007428367,0.002666229],"genre_scores_gemma":[0.99809057,0.00028627878,0.00002172399,0.00034632356,0.00015494278,0.00075778953,0.000025059508,0.000011849197,0.00030548262],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9952509,0.0023368672,0.00039710975,0.00021704203,0.0013207609,0.0004773218],"domain_scores_gemma":[0.99496573,0.0037375225,0.00012461038,0.00023596168,0.00044873165,0.00048746058],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.009250533,0.000081481805,0.00014760734,0.00048215105,0.0017509789,0.00033836605,0.00030345577,0.000090964946,0.00022244175],"category_scores_gemma":[0.0023014192,0.00007735372,0.000026209558,0.0014753357,0.0006630802,0.00057282177,0.00011009067,0.0005765115,0.00006427985],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042220858,0.00063364516,0.11473356,0.00036250547,0.000036875215,4.2432916e-7,0.85432535,0.0000026381488,0.000004417341,0.008491888,0.011156596,0.010209877],"study_design_scores_gemma":[0.00057724724,0.0015595407,0.47673726,0.00007788508,0.0000021817866,0.0000012690192,0.21361533,0.0001738661,0.0000064689775,0.0017883796,0.30532587,0.00013469912],"about_ca_topic_score_codex":0.012935413,"about_ca_topic_score_gemma":0.0015493605,"teacher_disagreement_score":0.64071,"about_ca_system_score_codex":0.0014359956,"about_ca_system_score_gemma":0.0027318108,"threshold_uncertainty_score":0.9995486},"labels":[],"label_agreement":null},{"id":"W4405597144","doi":"10.2196/53696","title":"Metaphor Diffusion in Online Health Communities: Infodemiology Study in a Stroke Online Health Community","year":2024,"lang":"en","type":"article","venue":"JMIR Cardio","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Metaphor; Novelty; Stroke (engine); Promotion (chess); Psychology; Medicine; Social psychology; Linguistics; Political science; Engineering","score_opus":0.2283180174651282,"score_gpt":0.5082743420660802,"score_spread":0.27995632460095204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405597144","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9688253,0.0033085027,0.0000075092576,0.019998284,0.0031665862,0.004085475,0.00016546436,0.00017696095,0.00026592007],"genre_scores_gemma":[0.9937724,0.0023699943,0.0002227826,0.0019247886,0.0006986818,0.000718566,0.0002082062,0.000028591945,0.000055991146],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9849105,0.012580113,0.0009727802,0.00023580053,0.000502796,0.000797993],"domain_scores_gemma":[0.9940911,0.0047843596,0.0001890427,0.00055252115,0.00008299206,0.00029999518],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008717981,0.00020339366,0.0008735604,0.0005880684,0.0007617526,0.00005285053,0.0005319132,0.00020072307,0.000032163865],"category_scores_gemma":[0.0012315314,0.00021212747,0.00011802512,0.0013820399,0.000298051,0.00019647599,0.00017427107,0.002098917,0.000012620543],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020079586,0.001345951,0.34283194,0.00017757337,0.000019518064,0.000003892197,0.62455666,0.000017568584,5.1127967e-7,0.00029687796,0.00066182326,0.030067636],"study_design_scores_gemma":[0.00039880638,0.00035869292,0.5117459,0.00020585209,0.0000045244274,8.033315e-7,0.4660481,0.00010192268,3.814452e-8,0.00017922664,0.020841565,0.00011456588],"about_ca_topic_score_codex":0.58671165,"about_ca_topic_score_gemma":0.7930965,"teacher_disagreement_score":0.20638482,"about_ca_system_score_codex":0.0028156755,"about_ca_system_score_gemma":0.0032473668,"threshold_uncertainty_score":0.91188663},"labels":[],"label_agreement":null},{"id":"W4405648134","doi":"10.3390/pathogens13121125","title":"Public Interest in Online Information on Recurrent Urinary Tract Infections Is Greatest for Information with the Poorest Publication Quality","year":2024,"lang":"en","type":"article","venue":"Pathogens","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Misinformation; Medicine; Social media; Categorization; Information quality; Family medicine; World Wide Web; Information system; Computer science","score_opus":0.2718775380381322,"score_gpt":0.43057869530030596,"score_spread":0.15870115726217376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405648134","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82645816,0.00007832037,0.00095572486,0.1616213,0.0029801526,0.0034396318,0.0005222938,0.00026471578,0.0036796904],"genre_scores_gemma":[0.99573964,0.00010471909,0.00012245477,0.0009362338,0.0004569633,0.0018399965,0.00077414414,0.000008317537,0.000017519606],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986008,0.00023988994,0.00044124923,0.00013634561,0.0002866993,0.000295033],"domain_scores_gemma":[0.99757016,0.0014602205,0.00019808326,0.00019108593,0.0004687851,0.0001116957],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014694978,0.000113537295,0.00010929698,0.00039796036,0.00048344838,0.00044585275,0.00017438525,0.000121548335,0.000044554206],"category_scores_gemma":[0.003986746,0.000086972716,0.000053429907,0.0012144347,0.00011358152,0.0025498453,0.00001547708,0.00027043448,0.00009999446],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007810306,0.0013093656,0.061744183,0.00031437667,0.000026150574,5.6505377e-7,0.14227942,0.000015844213,0.000005588306,0.21930578,0.0061142705,0.56880635],"study_design_scores_gemma":[0.00024277775,0.0005004528,0.2414129,0.00010819873,0.000015639296,0.0000036057472,0.009940654,0.00047504046,0.000005688276,0.00068405864,0.74643487,0.00017613056],"about_ca_topic_score_codex":0.001149028,"about_ca_topic_score_gemma":0.0056139464,"teacher_disagreement_score":0.7403206,"about_ca_system_score_codex":0.00060672045,"about_ca_system_score_gemma":0.00069707463,"threshold_uncertainty_score":0.4772795},"labels":[],"label_agreement":null},{"id":"W4405669127","doi":"10.29173/hsi417","title":"Online Physicians: The New Norm?","year":2021,"lang":"en","type":"article","venue":"Health Science Inquiry","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Norm (philosophy); Psychology; Mathematics; Epistemology; Philosophy","score_opus":0.2741219031997382,"score_gpt":0.5099697472381997,"score_spread":0.23584784403846143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405669127","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40786275,0.0022975453,0.00023588931,0.55202466,0.033334434,0.001137543,0.0000037084112,0.00016133462,0.0029421484],"genre_scores_gemma":[0.90431696,0.0032211249,0.0060035847,0.061156582,0.023721052,0.00021677624,0.000016633709,0.000027868971,0.0013193922],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971014,0.00021610738,0.0003175676,0.0003735017,0.0011115894,0.0008798281],"domain_scores_gemma":[0.9978077,0.00072976074,0.00019832925,0.00039792282,0.00035574194,0.0005105441],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0025608856,0.00008583527,0.00015521784,0.000074891475,0.0030153042,0.0001472581,0.0006678831,0.000057764562,0.00013895014],"category_scores_gemma":[0.004016522,0.000073364965,0.00004159676,0.0031238373,0.0021583987,0.00047243203,0.00007522724,0.00026648707,0.00011068668],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000029815515,0.00021791102,0.01039045,0.000034636923,0.0000023528974,0.000002317729,0.34890723,0.000008401489,0.00007264492,0.038679585,0.044172194,0.5575093],"study_design_scores_gemma":[0.00013535825,0.00004614387,0.2183497,0.0000977786,0.000003776991,0.0000025589327,0.11432621,0.00003621474,0.00012607942,0.004245424,0.6624678,0.00016299599],"about_ca_topic_score_codex":0.011604656,"about_ca_topic_score_gemma":0.007989457,"teacher_disagreement_score":0.61829555,"about_ca_system_score_codex":0.0006944678,"about_ca_system_score_gemma":0.024036579,"threshold_uncertainty_score":0.9982826},"labels":[],"label_agreement":null},{"id":"W4405885003","doi":"10.18502/jfrh.v18i4.17424","title":"TikTok as a Resource for Fertility Information and Support: A Patient Survey","year":2024,"lang":"en","type":"article","venue":"Journal of Family & Reproductive Health","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"CReATe Fertility Centre; Ottawa Fertility Centre; University of Toronto; McMaster University","funders":"","keywords":"Fertility; Misinformation; Thematic analysis; Medicine; Family medicine; Fertility clinic; Psychology; Population; Qualitative research; Environmental health; Social science; Sociology","score_opus":0.13104055580761118,"score_gpt":0.4370972949139439,"score_spread":0.3060567391063327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405885003","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.955051,0.004680931,0.0002747505,0.030470446,0.0066016396,0.0020239775,0.000042511954,0.00004099931,0.00081371295],"genre_scores_gemma":[0.9943081,0.0009815049,0.0010525073,0.001820159,0.0016373285,0.000113530274,0.000017364442,0.0000146138445,0.000054861204],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972674,0.00080950215,0.00083180715,0.00021832222,0.00054627104,0.00032668805],"domain_scores_gemma":[0.9964435,0.0016286507,0.0005986613,0.00016291976,0.00085037405,0.00031591332],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.010653826,0.000093843875,0.00027107896,0.00020838687,0.0004252883,0.00011120686,0.00010614653,0.00008164068,0.000011030648],"category_scores_gemma":[0.014231901,0.00008590471,0.00006766961,0.00047165496,0.00016435925,0.0007998137,0.000018040711,0.00029052317,0.000010005733],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00049085205,0.00010698448,0.009952921,0.00042138365,0.000039790935,0.0000016152109,0.27560848,0.0000032636522,0.000012317839,0.001670275,0.029014258,0.68267787],"study_design_scores_gemma":[0.00016868796,0.00095172314,0.38534257,0.00011370019,0.000012001502,0.000007884333,0.01903084,0.0000074271397,0.000015779868,0.0021684591,0.5920944,0.00008653576],"about_ca_topic_score_codex":0.00708868,"about_ca_topic_score_gemma":0.00040909188,"teacher_disagreement_score":0.6825913,"about_ca_system_score_codex":0.00079521985,"about_ca_system_score_gemma":0.0047466704,"threshold_uncertainty_score":0.9995232},"labels":[],"label_agreement":null},{"id":"W4405965017","doi":"10.1093/geroni/igae098.2990","title":"CONTENT AND QUALITY OF CHATGPT AS A SOURCE OF DEMENTIA INFORMATION: COMPARATIVE ANALYSES","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Dementia; Quality (philosophy); Computer science; Psychology; Medicine; Philosophy; Internal medicine","score_opus":0.46923229464710486,"score_gpt":0.5393752282870219,"score_spread":0.07014293363991703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405965017","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9934108,0.000379087,0.0012295478,0.0018089975,0.00059516705,0.0002990957,0.0000014309304,0.00001978889,0.002256038],"genre_scores_gemma":[0.9994445,0.000027985006,0.0002963693,0.00009707462,0.00006410897,0.000049783,0.000007898961,0.0000014757903,0.000010833018],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99888444,0.000131781,0.0006014342,0.000060546998,0.00024027194,0.00008152434],"domain_scores_gemma":[0.99857575,0.0007582003,0.0002560131,0.00004520554,0.00034953665,0.000015279584],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014574243,0.000037252907,0.00012688816,0.0003505862,0.00006501864,0.000029029885,0.000046830584,0.000033867822,0.000032166547],"category_scores_gemma":[0.0014936068,0.000039532504,0.000011233665,0.0016825247,0.00014098144,0.0004312876,0.000012083606,0.00006742309,0.0000027445587],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008443071,0.00002114647,0.19627385,0.00027790814,0.000031705706,5.4612915e-8,0.49716333,0.000023354287,0.0011010554,0.28410685,0.000057744426,0.020934556],"study_design_scores_gemma":[0.00041745146,0.000041349405,0.6768033,0.0005695262,0.000025371728,2.3664445e-7,0.28723362,0.00051278615,0.006119061,0.005165749,0.022937361,0.00017418856],"about_ca_topic_score_codex":0.016118249,"about_ca_topic_score_gemma":0.00051335624,"teacher_disagreement_score":0.48052946,"about_ca_system_score_codex":0.00006891075,"about_ca_system_score_gemma":0.00023199063,"threshold_uncertainty_score":0.9904335},"labels":[],"label_agreement":null},{"id":"W4405995310","doi":"10.1016/j.ijresmar.2024.12.004","title":"On the persistent mischaracterization of Google and Facebook A/B tests: How to conduct and report online platform studies","year":2025,"lang":"en","type":"article","venue":"International Journal of Research in Marketing","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council; École Supérieure des Sciences Economiques et Commerciales; Social Sciences and Humanities Research Council of Canada; Universiteit van Amsterdam","keywords":"Internet privacy; Advertising; Business; Social media; World Wide Web; Computer science","score_opus":0.408085861121674,"score_gpt":0.5628094697192918,"score_spread":0.1547236085976178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405995310","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87874466,0.000331654,0.0000036800734,0.118573494,0.0009428109,0.00043399495,0.0000025296038,0.000001947364,0.00096523756],"genre_scores_gemma":[0.99766755,0.0012618017,0.00032801807,0.00014702609,0.00032091464,0.000033913566,0.000001055836,0.000003038227,0.00023667188],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980216,0.0005995133,0.00032487046,0.000097187134,0.0008149197,0.00014190623],"domain_scores_gemma":[0.9851599,0.012974254,0.00024485827,0.000054782904,0.0015021344,0.00006407807],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.012328354,0.00004343713,0.000121017074,0.0004164086,0.00015353045,0.00007403178,0.00020535488,0.000035798173,0.000011580248],"category_scores_gemma":[0.075365484,0.000032830223,0.000024791474,0.00028050793,0.0002692881,0.00014469997,0.00008126017,0.00027785968,2.3937608e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021377415,0.00048051096,0.550465,0.0004736019,0.0006319482,0.00017126727,0.11361511,0.000035075835,0.006257463,0.023042578,0.008773808,0.29391587],"study_design_scores_gemma":[0.0009936627,0.000457502,0.5900989,0.006502485,0.000023193626,0.000052961554,0.32625574,0.00016589207,0.00048161406,0.009679829,0.06511512,0.00017307932],"about_ca_topic_score_codex":0.00017128901,"about_ca_topic_score_gemma":0.00027098256,"teacher_disagreement_score":0.2937428,"about_ca_system_score_codex":0.00036416008,"about_ca_system_score_gemma":0.0004152948,"threshold_uncertainty_score":0.9324231},"labels":[],"label_agreement":null},{"id":"W4406056083","doi":"10.2196/58100","title":"Comparison of an Emergency Medicine Asynchronous Learning Platform Usage Before and During the COVID-19 Pandemic: Retrospective Analysis Study","year":2025,"lang":"en","type":"article","venue":"JMIR Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences","keywords":"Preprint; Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Asynchronous communication; Medicine; Medical emergency; Computer science; Virology; World Wide Web; Telecommunications; Infectious disease (medical specialty)","score_opus":0.07401489261415198,"score_gpt":0.5087977978119405,"score_spread":0.4347829051977885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406056083","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98717505,0.00028369343,0.00010091828,0.0074834735,0.002359552,0.0015081691,7.9577205e-7,0.000062107516,0.0010262199],"genre_scores_gemma":[0.99784577,0.00014145413,0.000020411067,0.00016751696,0.0008622182,0.0007112085,0.000019610337,0.0000063621037,0.00022547827],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99729735,0.0006209671,0.0006107552,0.0003076986,0.0009142399,0.00024901275],"domain_scores_gemma":[0.9979709,0.0007705302,0.00037442072,0.00021727633,0.00022567665,0.00044120278],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0029243552,0.00011102168,0.00036217773,0.00030715702,0.0011078496,0.00001413731,0.00029560638,0.00017797516,0.0011511182],"category_scores_gemma":[0.02013427,0.000086319604,0.000045437453,0.0020691692,0.0005341597,0.0001650865,0.00004164905,0.0004608053,0.0000014312152],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010864911,0.00037811612,0.74417776,0.000047569578,0.000058706737,8.840846e-8,0.24010913,0.0000030372712,0.000002219123,0.000749189,0.00012470098,0.014338602],"study_design_scores_gemma":[0.0002225562,0.00015014187,0.80953413,0.000022633018,0.00015660393,2.4577798e-7,0.18676083,0.00014789801,6.479582e-7,0.0008041719,0.0021447574,0.000055351513],"about_ca_topic_score_codex":0.01950703,"about_ca_topic_score_gemma":0.047288314,"teacher_disagreement_score":0.06535639,"about_ca_system_score_codex":0.00086904137,"about_ca_system_score_gemma":0.0027212817,"threshold_uncertainty_score":0.99976194},"labels":[],"label_agreement":null},{"id":"W4406181236","doi":"10.1111/petr.70006","title":"Perspectives on Conducting Behavioral Intervention With Adolescents Using a Virtual Platform—A Thematic Analysis From the Viewpoint of Study Coordinators","year":2025,"lang":"en","type":"article","venue":"Pediatric Transplantation","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine; University of British Columbia; Hospital for Sick Children; McGill University; University of Toronto; Montreal Children's Hospital; McGill University Health Centre","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Institutes of Health","keywords":"Thematic analysis; Workload; Medicine; CLARITY; Medical education; Applied psychology; Qualitative research; Intervention (counseling); Nursing; Psychology; Computer science","score_opus":0.12320792292988611,"score_gpt":0.42513004128030935,"score_spread":0.30192211835042326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406181236","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9953186,0.00012992366,0.0024322902,0.00012968278,0.000612447,0.0012935472,0.000018030249,0.000029384284,0.00003609158],"genre_scores_gemma":[0.99930847,0.00019835372,0.00014564954,0.000012738943,0.00019867906,0.00010934634,0.000017421113,0.0000063915168,0.0000029270304],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99841493,0.00042829866,0.00036447286,0.00021543971,0.00042131086,0.00015551753],"domain_scores_gemma":[0.99847615,0.00090501213,0.00030402708,0.00012333713,0.0001530746,0.000038373015],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007704014,0.000101614234,0.00020947306,0.00028016185,0.00039974327,0.000035122554,0.00015254483,0.000060122442,0.000026667247],"category_scores_gemma":[0.0002168924,0.00007834182,0.000091050875,0.0017057353,0.00008749967,0.0001869016,0.000005341781,0.00015433608,0.0000013083585],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000103726554,0.00050428713,0.7522984,0.00005757474,0.0000803508,6.3571724e-7,0.24524808,0.00011616228,0.0000042734923,0.0005092904,0.0000011244263,0.0010760939],"study_design_scores_gemma":[0.0007251843,0.00018622329,0.6944552,0.00014436152,0.0033374438,9.149034e-8,0.30081916,0.00009146247,0.00003458023,0.00011716682,7.913117e-7,0.00008832855],"about_ca_topic_score_codex":0.02135627,"about_ca_topic_score_gemma":0.0060417624,"teacher_disagreement_score":0.05784319,"about_ca_system_score_codex":0.00021721589,"about_ca_system_score_gemma":0.00018734785,"threshold_uncertainty_score":0.9851606},"labels":[],"label_agreement":null},{"id":"W4406189691","doi":"10.2196/60109","title":"Toward Personalized Digital Experiences to Promote Diabetes Self-Management: Mixed Methods Social Computing Approach","year":2025,"lang":"en","type":"article","venue":"JMIR Diabetes","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Cancer Research Institute; University of Texas Health Science Center at Houston; U.S. National Library of Medicine; National Institute on Aging; National Cancer Institute; National Institutes of Health; Cancer Prevention and Research Institute of Texas","keywords":"Context (archaeology); Psychological intervention; Digital health; Set (abstract data type); Psychology; Diabetes management; Computer science; Scale (ratio); Applied psychology; Type 2 diabetes; Medicine; Diabetes mellitus; Health care; Psychiatry","score_opus":0.05796528568087695,"score_gpt":0.41903681399895665,"score_spread":0.3610715283180797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406189691","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96614885,0.00028273617,0.00056310644,0.0040215775,0.003667404,0.0030818405,0.000004887924,0.0005261493,0.021703446],"genre_scores_gemma":[0.95054543,0.000008518832,0.042696264,0.00061166676,0.0010761593,0.004740428,0.000018539575,0.000026139465,0.00027685318],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99677396,0.00062902854,0.00043186411,0.00059328025,0.0005659741,0.0010059174],"domain_scores_gemma":[0.9979902,0.0012397022,0.00016769371,0.00018357516,0.00016980415,0.00024900548],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0015878425,0.00024854828,0.00043772394,0.00027422037,0.0013357748,0.000488569,0.00063556206,0.00020023498,0.000045778717],"category_scores_gemma":[0.0013074857,0.00026446464,0.00015224781,0.00170191,0.00039142137,0.00037355855,0.00020325079,0.0002005541,0.000030955114],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006564578,0.0003200125,0.024660531,0.00042461712,0.00013109534,3.6770945e-7,0.64757127,0.0000010587207,0.000052933756,0.010931204,0.003089204,0.31281117],"study_design_scores_gemma":[0.0010028158,0.000120606,0.05133259,0.00027947145,0.00012800886,5.287421e-8,0.55048096,0.0007665393,0.0010827023,0.00511904,0.38859883,0.0010883803],"about_ca_topic_score_codex":0.00004766597,"about_ca_topic_score_gemma":0.0000038389894,"teacher_disagreement_score":0.38550964,"about_ca_system_score_codex":0.0003893819,"about_ca_system_score_gemma":0.00026722322,"threshold_uncertainty_score":0.99998075},"labels":[],"label_agreement":null},{"id":"W4406196200","doi":"10.1002/alz.089398","title":"Using Podcasts as a Learning Tool to Decrease Stigma and Increase Awareness of the Experience of Dementia","year":2024,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Alzheimer Society of Canada","funders":"","keywords":"Stigma (botany); Dementia; Psychology; Medical education; Medicine; Psychiatry; Internal medicine; Disease","score_opus":0.10184054332186342,"score_gpt":0.4103507695431584,"score_spread":0.308510226221295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406196200","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9713575,0.025400506,0.00009346643,0.00044726502,0.0017702488,0.0006881847,0.0000032194491,0.0000301958,0.00020936986],"genre_scores_gemma":[0.9980163,0.00008088906,0.0014583158,0.00011938607,0.00018090455,0.0001258822,0.0000015480928,0.000014133372,0.000002649453],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99841064,0.00029858743,0.00032813818,0.00024540134,0.00044432128,0.00027289925],"domain_scores_gemma":[0.9988502,0.00047612056,0.00013066777,0.00016839421,0.00013378452,0.00024081879],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00069931085,0.00010265749,0.00015115,0.00008787448,0.0004592085,0.000057021723,0.00022712123,0.00006461334,0.0002773811],"category_scores_gemma":[0.0026604102,0.00009358292,0.000050533003,0.00062748767,0.00026578218,0.00021682879,0.000126537,0.00010195336,0.000006402404],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060523325,0.00016692917,0.46227428,0.00011631813,0.0022168802,0.000006809663,0.29934686,0.000076032615,0.009409637,0.011454516,0.00023494475,0.21463627],"study_design_scores_gemma":[0.0013851046,0.0004818517,0.5531146,0.002515982,0.030109892,0.000020836993,0.14004317,0.0028107346,0.10148598,0.00450956,0.16152744,0.0019948275],"about_ca_topic_score_codex":0.03901616,"about_ca_topic_score_gemma":0.0009507762,"teacher_disagreement_score":0.21264145,"about_ca_system_score_codex":0.00001905513,"about_ca_system_score_gemma":0.0011615773,"threshold_uncertainty_score":0.9673831},"labels":[],"label_agreement":null},{"id":"W4406244165","doi":"10.1016/j.jid.2024.10.615","title":"Leveraging Large Language Models to Enhance Dermatology Clinical Trial Patient Recruitment and Retention","year":2025,"lang":"en","type":"article","venue":"Journal of Investigative Dermatology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; Women's College Hospital; University of Toronto","funders":"","keywords":"Dermatology; Medicine; Medical physics","score_opus":0.2795018389405583,"score_gpt":0.4942843014402506,"score_spread":0.2147824624996923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406244165","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95114577,0.00076120236,0.0020799362,0.03874985,0.0052410886,0.0013638223,0.0000019643187,0.000016923725,0.0006394281],"genre_scores_gemma":[0.9918829,0.00026148435,0.0032477418,0.004079648,0.00031350576,0.00018425749,0.0000018180895,0.0000070593233,0.000021573765],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9959054,0.0021696193,0.0010946908,0.00020852835,0.0002649306,0.0003568275],"domain_scores_gemma":[0.9964461,0.002003224,0.00070059794,0.00011619847,0.00041063898,0.00032324335],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013860391,0.00011395227,0.00049057335,0.00027258476,0.00033097752,0.000030040685,0.00018459355,0.00023021045,0.000015811878],"category_scores_gemma":[0.006874039,0.000111222565,0.000089331,0.00037489008,0.00048749513,0.00024105102,0.00006336664,0.000420709,0.0000063458187],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005215921,0.00081688055,0.018328255,0.00026162434,0.0004246724,0.00033634593,0.7451776,0.000038269925,0.0021406852,0.1110005,0.031379327,0.08487989],"study_design_scores_gemma":[0.04082012,0.002604501,0.0222334,0.001937707,0.0005955563,0.0005633007,0.30768892,0.0012994624,0.070174284,0.2740752,0.27656096,0.0014465572],"about_ca_topic_score_codex":0.00026569152,"about_ca_topic_score_gemma":0.00034001528,"teacher_disagreement_score":0.4374887,"about_ca_system_score_codex":0.00027370453,"about_ca_system_score_gemma":0.001262458,"threshold_uncertainty_score":0.82293636},"labels":[],"label_agreement":null},{"id":"W4406424582","doi":"10.2196/preprints.71294","title":"Engagement in Academic-Based Comparisons on Social Networking Sites and Mental Health Outcomes among Post-secondary Students in Canada: A Cross-sectional Analysis (Preprint)","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Preprint; Mental health; Cross-sectional study; Psychology; Social network analysis; Gerontology; Medical education; Sociology; Medicine; Psychiatry; Social capital; Computer science; Social science; World Wide Web","score_opus":0.15612833037950707,"score_gpt":0.4778452212122004,"score_spread":0.32171689083269334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406424582","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9837165,0.00025574656,0.000010377414,0.008410942,0.004054327,0.0029268991,0.00013980459,0.000047678488,0.00043774123],"genre_scores_gemma":[0.9957213,0.0002635265,0.00015067963,0.0021763681,0.00038748313,0.00093080197,0.00030499627,0.00001195262,0.00005290214],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99419624,0.001683942,0.0012065195,0.00086756557,0.001298928,0.0007468184],"domain_scores_gemma":[0.99585116,0.0029736399,0.0005964973,0.00020587322,0.00011627564,0.00025657777],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0044758427,0.0003118689,0.0008587793,0.0008234713,0.0010281649,0.00017878189,0.00061653263,0.00044575497,0.0002096957],"category_scores_gemma":[0.00088339916,0.000365621,0.00015683602,0.0010014521,0.00022509726,0.00008836066,0.000497091,0.0023903346,0.0000013190744],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000031796313,0.00012777382,0.9786446,0.00011401973,0.00014769877,0.0000010633916,0.017348709,0.0018652566,1.11035256e-7,0.00013995628,0.00042302193,0.0011559695],"study_design_scores_gemma":[0.00050534186,0.000011235013,0.98985153,0.00010659461,0.000024201005,1.1547146e-8,0.00825943,0.00047335715,4.7145707e-7,0.00006630059,0.0004580513,0.00024349893],"about_ca_topic_score_codex":0.9898107,"about_ca_topic_score_gemma":0.9986482,"teacher_disagreement_score":0.012004806,"about_ca_system_score_codex":0.011509479,"about_ca_system_score_gemma":0.02076261,"threshold_uncertainty_score":0.9999112},"labels":[],"label_agreement":null},{"id":"W4406441639","doi":"10.1016/s0029-7437(06)71924-3","title":"10.1016/s0029-7437(06)71924-3","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Internet privacy; Medicine; Family medicine; Computer science","score_opus":0.03794148398094746,"score_gpt":0.30721406755354197,"score_spread":0.26927258357259454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406441639","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0033541163,0.000069027694,2.1006026e-7,0.005131433,0.0000054556162,0.0007397288,0.000004630445,0.0002166149,0.99047875],"genre_scores_gemma":[0.00029803597,0.0000019950066,0.00017035888,0.00010915871,0.0018412138,0.0002764635,0.000008285673,0.000017768998,0.9972767],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985652,0.00019824955,0.00019342371,0.00021337334,0.0003864156,0.00044334054],"domain_scores_gemma":[0.9987441,0.00057209964,0.00004338326,0.00019332087,0.00008921812,0.00035790255],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00058176584,0.00009367505,0.00013898729,0.00006646597,0.0004551821,0.000055076467,0.0002800716,0.00012205967,0.9976803],"category_scores_gemma":[0.0011900964,0.00010661683,0.00004326842,0.0005189948,0.00011899469,0.00014504798,0.000014734072,0.00012382449,0.9962001],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009736841,0.00003377194,0.0000026475961,0.0000034593847,0.0000029349824,3.4893696e-7,0.002884352,0.000002593237,0.000001441421,0.000015885227,0.7093236,0.28771925],"study_design_scores_gemma":[0.00007648847,0.000039873845,0.000300745,0.000013061124,0.0000073806964,2.6228685e-7,0.00008040767,0.00000621733,0.000005456464,0.000058874648,0.9992863,0.00012491431],"about_ca_topic_score_codex":0.0024340823,"about_ca_topic_score_gemma":0.000022387007,"teacher_disagreement_score":0.28996274,"about_ca_system_score_codex":0.00023649272,"about_ca_system_score_gemma":0.0003453778,"threshold_uncertainty_score":0.43477085},"labels":[],"label_agreement":null},{"id":"W4406477025","doi":"10.1016/s0029-7437(09)70263-0","title":"10.1016/s0029-7437(09)70263-0","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mathematics","score_opus":0.03813310392127003,"score_gpt":0.30732921952803155,"score_spread":0.26919611560676154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406477025","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0027530708,0.00006471591,2.0999714e-7,0.0052788584,0.00001029149,0.0007368537,0.000005652216,0.00020394662,0.9909464],"genre_scores_gemma":[0.00021858353,0.0000019618208,0.00016766165,0.000087766064,0.0018229078,0.00026717328,0.000006333386,0.000018004737,0.9974096],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985666,0.00019763678,0.00019323459,0.00021351124,0.00038609304,0.00044287118],"domain_scores_gemma":[0.9987481,0.0005688402,0.0000433812,0.00019387684,0.000087837056,0.00035796125],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00058044004,0.00009355061,0.00013884257,0.00006611654,0.000454951,0.000055955752,0.00028158294,0.00012083246,0.9979486],"category_scores_gemma":[0.0011792516,0.000106460466,0.00004318705,0.0005176909,0.000121511046,0.00014709006,0.000014851024,0.00012355098,0.99572134],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011377076,0.000031036714,0.0000019289716,0.0000031851812,0.0000027081505,3.464452e-7,0.0025517764,0.0000023594416,0.0000013055186,0.00001389706,0.52567834,0.4717017],"study_design_scores_gemma":[0.00007654749,0.00004526481,0.00028274852,0.000012725788,0.0000073769306,2.5919934e-7,0.00007489142,0.0000062065374,0.000006043655,0.00006211587,0.9993011,0.0001247529],"about_ca_topic_score_codex":0.0032334365,"about_ca_topic_score_gemma":0.000032190947,"teacher_disagreement_score":0.4736227,"about_ca_system_score_codex":0.00023723143,"about_ca_system_score_gemma":0.00034355998,"threshold_uncertainty_score":0.48880103},"labels":[],"label_agreement":null},{"id":"W4406486533","doi":"10.1016/s0029-7437(05)71102-2","title":"10.1016/s0029-7437(05)71102-2","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Vital signs; Medicine; Health information; Family medicine; Psychology; Health care; Anesthesia; Political science","score_opus":0.038712680060409135,"score_gpt":0.3082601946593636,"score_spread":0.2695475145989545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406486533","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002651214,0.0000633998,2.1780077e-7,0.0063343705,0.000012013278,0.00073103583,0.0000044707476,0.00021614706,0.98998713],"genre_scores_gemma":[0.00026191608,0.0000019883028,0.0001808847,0.00013267293,0.0018629186,0.00027562017,0.0000066164416,0.000017730994,0.9972597],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985555,0.00020470025,0.00019489651,0.0002140037,0.00038259986,0.0004482977],"domain_scores_gemma":[0.99872017,0.00059333607,0.000043767537,0.00019423803,0.000088131,0.00036034884],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006012329,0.00009381777,0.000140427,0.000065320746,0.00045008905,0.00005359466,0.0002798579,0.00012089925,0.99768686],"category_scores_gemma":[0.0012289108,0.00010644828,0.000043538483,0.0005035929,0.00011875513,0.0001456182,0.000014703743,0.00012266714,0.9943795],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011128683,0.000031335672,0.0000014232272,0.0000031229408,0.0000026763773,4.1407873e-7,0.0025320137,0.0000025045106,0.0000011910856,0.000014395759,0.5805539,0.41684592],"study_design_scores_gemma":[0.00007794952,0.000049897873,0.00025641028,0.000012608872,0.000007175192,3.1757028e-7,0.00007922084,0.00000646023,0.000005125588,0.000065983855,0.9993146,0.00012424412],"about_ca_topic_score_codex":0.003058443,"about_ca_topic_score_gemma":0.00003068886,"teacher_disagreement_score":0.41876072,"about_ca_system_score_codex":0.00024134839,"about_ca_system_score_gemma":0.00034693617,"threshold_uncertainty_score":0.46234712},"labels":[],"label_agreement":null},{"id":"W4406498399","doi":"10.1177/20552076241297062","title":"Do you have depression? A summative content analysis of mental health-related content on TikTok","year":2025,"lang":"en","type":"article","venue":"Digital Health","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health; Centre for Advancing Health Outcomes; University of Calgary; University of Alberta; University of British Columbia; Providence Health Care","funders":"Canadian Institutes of Health Research; Michael Smith Health Research BC","keywords":"Summative assessment; Content (measure theory); Depression (economics); Content analysis; Mental health; Psychology; Medicine; Psychiatry; Sociology; Pedagogy; Formative assessment; Mathematics; Social science; Economics","score_opus":0.16128955206944526,"score_gpt":0.43834763001786947,"score_spread":0.2770580779484242,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406498399","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91533816,0.002590225,0.000064105,0.054946173,0.0036019073,0.0037774665,0.00045114825,0.00012624032,0.019104604],"genre_scores_gemma":[0.99671555,0.00034144302,0.000037881462,0.001583819,0.0000642594,0.00020526141,0.0002101031,0.000010764482,0.0008309224],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99697936,0.00047444017,0.00091533526,0.00039244996,0.0006525846,0.0005858381],"domain_scores_gemma":[0.99711984,0.0012090344,0.0007046659,0.000268105,0.00026309112,0.00043523926],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012347278,0.0001621276,0.00068391697,0.0005076023,0.00068094884,0.000076062446,0.0002331047,0.00012266103,0.00006224642],"category_scores_gemma":[0.0016697024,0.00015380765,0.00019979189,0.0015404632,0.00029279583,0.00023251916,0.00004284343,0.00022078957,0.00001879273],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024753698,0.001062998,0.50060827,0.0002085234,0.00069549563,0.0000011060215,0.17408699,0.00001712743,0.000003547501,0.041671835,0.006056589,0.27534],"study_design_scores_gemma":[0.0018101938,0.00076189375,0.7716233,0.0012669263,0.00012391877,3.4195426e-7,0.1928405,0.00022776997,0.000057819972,0.00164614,0.029245775,0.0003954367],"about_ca_topic_score_codex":0.026414685,"about_ca_topic_score_gemma":0.0047738645,"teacher_disagreement_score":0.27494457,"about_ca_system_score_codex":0.0016551175,"about_ca_system_score_gemma":0.0020861197,"threshold_uncertainty_score":0.9800685},"labels":[],"label_agreement":null},{"id":"W4406511057","doi":"10.1016/j.yped.2014.08.021","title":"10.1016/j.yped.2014.08.021","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Social media; Medical education; World Wide Web","score_opus":0.03247461915824024,"score_gpt":0.30210128535133246,"score_spread":0.2696266661930922,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406511057","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00440094,0.000085062464,1.6570117e-7,0.005384535,0.00005224094,0.00063254964,0.0000037446146,0.00015062858,0.9892901],"genre_scores_gemma":[0.0003417739,0.0000028782338,0.0001463994,0.00011247484,0.0018001773,0.00020999713,0.000006192689,0.000016008142,0.9973641],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986996,0.00019198627,0.0001705202,0.00019529233,0.00034669848,0.00039588672],"domain_scores_gemma":[0.9988235,0.00054775865,0.000039482293,0.0001830858,0.00008439191,0.00032176354],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00054383156,0.00008273894,0.0001262244,0.000057370427,0.00038514077,0.000049787468,0.00024573,0.000110952205,0.99820805],"category_scores_gemma":[0.0009977217,0.00009356993,0.00003822924,0.00037538173,0.00010535195,0.00012853887,0.000013131093,0.000106947904,0.99713045],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011462179,0.00003272239,0.0000028692439,0.0000033621527,0.0000028466204,4.6714686e-7,0.003418084,0.0000023700138,0.0000017621891,0.000012318242,0.2642939,0.7322178],"study_design_scores_gemma":[0.000067443296,0.000038893868,0.00028855298,0.000010146111,0.000006555492,2.2863019e-7,0.00006559595,0.000004366115,0.0000046569317,0.000045810833,0.99935734,0.000110405854],"about_ca_topic_score_codex":0.002344574,"about_ca_topic_score_gemma":0.000024220315,"teacher_disagreement_score":0.73506343,"about_ca_system_score_codex":0.00019156239,"about_ca_system_score_gemma":0.000343032,"threshold_uncertainty_score":0.3815671},"labels":[],"label_agreement":null},{"id":"W4406522533","doi":"10.1016/s0029-7437(07)70817-0","title":"10.1016/s0029-7437(07)70817-0","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Aesthetics; Dermatology; Philosophy","score_opus":0.03986408106882993,"score_gpt":0.309034398252727,"score_spread":0.26917031718389706,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406522533","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0028889093,0.000068142384,2.0001136e-7,0.0053128446,0.000010238896,0.0007380802,0.0000044762273,0.0002159168,0.9907612],"genre_scores_gemma":[0.0002790511,0.0000020264713,0.00016654891,0.0001129644,0.0018451061,0.00028587284,0.0000062938593,0.000017752132,0.9972844],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985634,0.00019874405,0.00019347225,0.00021371062,0.0003865074,0.00044415632],"domain_scores_gemma":[0.9987349,0.00057973596,0.000043353437,0.00019369174,0.00008980451,0.0003585245],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00058429444,0.000093664275,0.00013912065,0.00006262945,0.0004533106,0.000055208828,0.00028043636,0.00012190056,0.998518],"category_scores_gemma":[0.0011970967,0.00010658257,0.00004328054,0.0004631284,0.000119258584,0.0001457179,0.000014722328,0.00012361268,0.99729043],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001222683,0.00003363537,0.0000019633349,0.0000034403067,0.0000029167718,4.0002882e-7,0.0025928388,0.0000025487006,0.0000012139355,0.000013959989,0.5782589,0.41907597],"study_design_scores_gemma":[0.0000763412,0.000045435874,0.00028983172,0.000012716049,0.000007393857,2.7365667e-7,0.0000721411,0.000006006336,0.000005564249,0.00006106253,0.99929833,0.00012489765],"about_ca_topic_score_codex":0.002790173,"about_ca_topic_score_gemma":0.00002341923,"teacher_disagreement_score":0.42103946,"about_ca_system_score_codex":0.0002355613,"about_ca_system_score_gemma":0.00034715608,"threshold_uncertainty_score":0.4346311},"labels":[],"label_agreement":null},{"id":"W4406545103","doi":"10.1016/j.yhls.2015.03.003","title":"10.1016/j.yhls.2015.03.003","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Postal service; Mail order; Electronic mail; Medicine; Advertising; Computer science; World Wide Web; Business; Political science","score_opus":0.035625307690640554,"score_gpt":0.31444103889193287,"score_spread":0.2788157312012923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406545103","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0026804907,0.000084852676,1.1590277e-7,0.00724641,0.000054284905,0.0007004837,0.0000040830414,0.00016278376,0.9890665],"genre_scores_gemma":[0.0003635752,0.0000018611007,0.0001485846,0.000119390796,0.0016633862,0.00023903511,0.000006111152,0.00001629429,0.99744177],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998642,0.00020178892,0.00017891721,0.00019902551,0.00036514894,0.00041311068],"domain_scores_gemma":[0.99882823,0.0005175962,0.000040641185,0.00018695479,0.00007893806,0.00034764176],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005979698,0.00008696743,0.0001304947,0.000060405386,0.00040832697,0.000050660707,0.00025894784,0.00011490003,0.99701],"category_scores_gemma":[0.0012188934,0.000097150565,0.00003836636,0.00049358106,0.00011246986,0.00014125902,0.000013139554,0.00011168139,0.9951031],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012525206,0.000035139805,0.000002568117,0.0000032592372,0.0000031828574,4.7394113e-7,0.002873444,0.0000024510155,0.000001564529,0.000016086204,0.30506068,0.6919886],"study_design_scores_gemma":[0.00007120416,0.00004277289,0.00029224678,0.0000108074255,0.000006713133,2.327041e-7,0.00006577315,0.0000046307014,0.0000054276957,0.00005887429,0.9993265,0.0001148173],"about_ca_topic_score_codex":0.0028134545,"about_ca_topic_score_gemma":0.000024476538,"teacher_disagreement_score":0.6942658,"about_ca_system_score_codex":0.00021970017,"about_ca_system_score_gemma":0.00036281894,"threshold_uncertainty_score":0.42531204},"labels":[],"label_agreement":null},{"id":"W4406571429","doi":"10.1016/j.ynpm.2014.06.034","title":"10.1016/j.ynpm.2014.06.034","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Content analysis; Psychology; Content (measure theory); Qualitative analysis; Qualitative research; Developmental psychology; Internet privacy; Computer science; Sociology; Mathematics; Social science","score_opus":0.03333209629396621,"score_gpt":0.30289853881524464,"score_spread":0.2695664425212784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406571429","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0034889425,0.000075990574,1.7536371e-7,0.005952138,0.00004231088,0.0006796974,0.0000042272522,0.00017898582,0.98957753],"genre_scores_gemma":[0.00033225794,0.0000024818746,0.00014545552,0.00012327696,0.0017844901,0.00023779547,0.000008208936,0.000016664342,0.9973494],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986415,0.00019670543,0.00017881197,0.00020178118,0.0003646876,0.00041654543],"domain_scores_gemma":[0.9987856,0.00055826805,0.000041646057,0.00018796566,0.000085812215,0.00034071523],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005903174,0.00008629946,0.00012963741,0.000062127736,0.0004149846,0.000054191194,0.00026768874,0.00011538792,0.9971365],"category_scores_gemma":[0.0010475817,0.00009731478,0.000039847444,0.00038688548,0.00011333621,0.00014394196,0.000013733803,0.00011314374,0.9965243],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008446581,0.00003016613,0.000003674362,0.0000030535327,0.000002647865,3.661078e-7,0.0024883777,0.0000021679577,0.0000015212539,0.000014697206,0.39321694,0.60422796],"study_design_scores_gemma":[0.00006898291,0.00003675951,0.00037331248,0.000009981251,0.000006510903,2.1712528e-7,0.000060563805,0.000004996272,0.000004798998,0.00006106972,0.99925816,0.00011463795],"about_ca_topic_score_codex":0.0028628386,"about_ca_topic_score_gemma":0.00002384832,"teacher_disagreement_score":0.6060412,"about_ca_system_score_codex":0.0002339993,"about_ca_system_score_gemma":0.0003811359,"threshold_uncertainty_score":0.43277746},"labels":[],"label_agreement":null},{"id":"W4406577651","doi":"10.1016/s1544-8800(09)70108-3","title":"10.1016/s1544-8800(09)70108-3","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Business","score_opus":0.0362225854817295,"score_gpt":0.30284921532935966,"score_spread":0.26662662984763014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406577651","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005001037,0.000061942075,1.7492476e-7,0.005872638,0.000056412784,0.00074312335,0.000004335276,0.00018461593,0.98807573],"genre_scores_gemma":[0.0002950604,0.0000018359768,0.00014949906,0.000087050816,0.0018434281,0.00027501085,0.000006298087,0.000017846445,0.997324],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985577,0.00020397682,0.0001930893,0.00021257346,0.00038799475,0.00044467062],"domain_scores_gemma":[0.9987275,0.0005894406,0.000043320997,0.00019311756,0.000089610076,0.00035700403],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00055423233,0.000093480194,0.00013948127,0.000065571214,0.00045730793,0.00005369051,0.00027916336,0.00012493283,0.9973102],"category_scores_gemma":[0.0011345543,0.00010632383,0.000043078944,0.0005137042,0.000120828015,0.00014410263,0.0000146508755,0.00012791039,0.9952047],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014509889,0.000035993322,0.0000024897022,0.000003704712,0.0000030632318,5.576042e-7,0.0031468093,0.0000028543536,0.000001853303,0.000014765521,0.16922289,0.82755053],"study_design_scores_gemma":[0.000077857374,0.000044521053,0.0006132842,0.000012687579,0.000007336321,2.652279e-7,0.00007663264,0.000005636582,0.000006358943,0.000055577548,0.9989754,0.0001244181],"about_ca_topic_score_codex":0.004291806,"about_ca_topic_score_gemma":0.00003972865,"teacher_disagreement_score":0.8297525,"about_ca_system_score_codex":0.00023263211,"about_ca_system_score_gemma":0.000374476,"threshold_uncertainty_score":0.6487955},"labels":[],"label_agreement":null},{"id":"W4406636945","doi":"10.1016/b978-0-7295-4299-9.00004-2","title":"10.1016/b978-0-7295-4299-9.00004-2","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Social media; Psychology; Sociology; Computer science; World Wide Web","score_opus":0.04449418901844353,"score_gpt":0.28696315165041153,"score_spread":0.242468962631968,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406636945","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000025299107,0.00042910955,1.0418853e-7,0.0027172489,0.00016333374,0.0018206617,0.000048131194,0.00029816257,0.9945207],"genre_scores_gemma":[0.0000015677986,0.000008465433,0.00008451033,0.00013685634,0.0056148027,0.00032851356,0.000067251945,0.00010392374,0.99365413],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99735105,0.00012266435,0.00047280345,0.0005291139,0.00087486615,0.0006494991],"domain_scores_gemma":[0.99750125,0.0009952772,0.00022894325,0.00044994685,0.00020952884,0.0006150389],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00064514275,0.00034532393,0.00047913066,0.00026047855,0.0005757031,0.00009636346,0.0006041989,0.0007658762,0.9982],"category_scores_gemma":[0.0007898672,0.00041614397,0.00016788127,0.0001557219,0.0003123051,0.00013058915,0.000053825494,0.00051171036,0.9959897],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024249533,0.000019844576,7.0110474e-8,0.000016964594,0.000020371994,0.00000332162,0.0013693089,9.582084e-7,1.6078926e-7,0.0010657999,0.17380233,0.82367665],"study_design_scores_gemma":[0.00008470133,0.000076712015,0.000005800082,0.00012948213,0.00004977153,7.183563e-7,0.000013958408,7.529482e-7,6.563928e-7,0.0016138242,0.9976007,0.00042296055],"about_ca_topic_score_codex":0.0018523374,"about_ca_topic_score_gemma":0.000046441757,"teacher_disagreement_score":0.82379836,"about_ca_system_score_codex":0.0007409795,"about_ca_system_score_gemma":0.001244495,"threshold_uncertainty_score":0.99982905},"labels":[],"label_agreement":null},{"id":"W4406843605","doi":"10.1016/j.ekir.2024.11.1218","title":"WCN25-2064 ASSESSING THE IMPACT OF TWEETORIALS (XTORIALS) ON KNOWLEDGE DISSEMINATION AND ENGAGEMENT IN NEPHROLOGY","year":2025,"lang":"en","type":"article","venue":"Kidney International Reports","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Nephrology; Internal medicine; Medical education","score_opus":0.06499438025074791,"score_gpt":0.5125326078157839,"score_spread":0.44753822756503603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406843605","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9228984,0.00009406415,0.000030092877,0.0100471135,0.024214497,0.0007515054,0.00000441303,0.000019063551,0.041940864],"genre_scores_gemma":[0.9976554,0.00008848533,0.00005336203,0.00013663872,0.0015999761,0.00020793201,0.000015786893,0.0000050308427,0.00023736678],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982707,0.0005328723,0.00050151086,0.0001996077,0.00033207945,0.00016323372],"domain_scores_gemma":[0.99537927,0.0037326065,0.00037823687,0.00013726967,0.00028616755,0.00008643728],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0037768683,0.00008108651,0.00015920638,0.00022566793,0.00020439095,0.000064932836,0.00013668646,0.000107733096,0.00011914922],"category_scores_gemma":[0.032705866,0.00006545443,0.0000502763,0.0003182888,0.00014770997,0.00015789358,0.000041296917,0.00015064307,0.0000017916236],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005305479,0.0005435099,0.76849574,0.000046638677,0.0001416699,0.000013975884,0.0608324,0.0000314468,0.0027553053,0.064990014,0.063360214,0.03873604],"study_design_scores_gemma":[0.00019388672,0.00003959465,0.8698304,0.0002529546,0.000018186623,0.0000015556162,0.0018028851,0.0000530724,0.0004080017,0.013764688,0.1135431,0.000091657086],"about_ca_topic_score_codex":0.0048027867,"about_ca_topic_score_gemma":0.00024655042,"teacher_disagreement_score":0.10133468,"about_ca_system_score_codex":0.00078083685,"about_ca_system_score_gemma":0.0015212527,"threshold_uncertainty_score":0.97544205},"labels":[],"label_agreement":null},{"id":"W4406844001","doi":"10.1016/j.ekir.2024.11.1224","title":"WCN25-4269 SOCIAL MEDIA ACTIVITIES OF INTERNATIONAL SOCIETY OF NEPHROLOGY -CAPTIVATING NEPHROLOGY NETIZENS","year":2025,"lang":"en","type":"article","venue":"Kidney International Reports","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Nephrology; Social media; Internal medicine; Law; Political science","score_opus":0.04624944763585701,"score_gpt":0.37555997860726203,"score_spread":0.329310530971405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406844001","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83409214,0.00008420348,0.00040918222,0.07091716,0.027610611,0.0006757624,0.00006286825,0.00009236963,0.06605573],"genre_scores_gemma":[0.99119794,0.00019005245,0.00216888,0.0031176442,0.0024348032,0.000189159,0.000109999506,0.000013930084,0.0005775725],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974603,0.0001820978,0.00092265266,0.00032099278,0.0007965184,0.00031744616],"domain_scores_gemma":[0.9956742,0.0022442068,0.0010523852,0.00015899463,0.00074364134,0.00012657871],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0012101335,0.00014217237,0.0003429688,0.00025174342,0.0002506277,0.000024661544,0.0004061095,0.00032042817,0.00061270443],"category_scores_gemma":[0.010247302,0.00016626451,0.00021418362,0.00037228529,0.0008267816,0.0002336106,0.00013406113,0.00026393888,0.0000023195819],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022016239,0.0005755719,0.27537858,0.00016086643,0.0010199797,0.000018783847,0.15423352,0.000018424113,0.01767055,0.14324799,0.37986273,0.027592847],"study_design_scores_gemma":[0.0005836331,0.00003333853,0.15345386,0.0001268285,0.00006327226,0.00001090522,0.013951876,0.00012366548,0.0024749157,0.01977556,0.8091686,0.00023357873],"about_ca_topic_score_codex":0.0025588179,"about_ca_topic_score_gemma":0.00038758977,"teacher_disagreement_score":0.42930585,"about_ca_system_score_codex":0.0004460727,"about_ca_system_score_gemma":0.0023907444,"threshold_uncertainty_score":0.9980898},"labels":[],"label_agreement":null},{"id":"W4406957865","doi":"10.2196/55309","title":"Understanding Health-Related Discussions on Reddit: Development of a Topic Assignment Method and Exploratory Analysis","year":2025,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Social media; Categorization; Computer science; The Internet; Online discussion; Health care; Data science; World Wide Web; Information retrieval; Artificial intelligence","score_opus":0.47513679548479804,"score_gpt":0.5772000250286256,"score_spread":0.10206322954382752,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406957865","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7127978,0.00094807066,0.11512807,0.10844739,0.0031893884,0.009071966,0.00002943787,0.00017227829,0.050215557],"genre_scores_gemma":[0.9976321,0.00010121436,0.0011936899,0.000042728923,0.000027391894,0.0008114317,0.000007207704,0.0000037802708,0.00018048678],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99607134,0.0021025087,0.00044593064,0.00017805012,0.00080264965,0.000399514],"domain_scores_gemma":[0.99642336,0.0029556125,0.00014446712,0.0001351671,0.0001583762,0.00018303163],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0065265843,0.00006943524,0.00024274796,0.00086877885,0.0014999121,0.000034601555,0.00014515386,0.00009097067,0.000076086704],"category_scores_gemma":[0.0009792062,0.000057602203,0.0000409994,0.0031227905,0.00027217585,0.00016224907,0.00007431567,0.0003257207,0.0000061338906],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024407424,0.00017551644,0.0032753358,0.00013963103,0.00018819477,2.6264564e-7,0.82060087,0.000009769345,0.000014701149,0.11132396,0.0017128712,0.062534474],"study_design_scores_gemma":[0.00067239505,0.00028540156,0.15701142,0.0006915827,0.00004016388,6.660671e-8,0.7794657,0.0003781058,0.0004747354,0.03814654,0.022605788,0.00022813956],"about_ca_topic_score_codex":0.00043664328,"about_ca_topic_score_gemma":0.0008425644,"teacher_disagreement_score":0.28483424,"about_ca_system_score_codex":0.0023411359,"about_ca_system_score_gemma":0.0016228987,"threshold_uncertainty_score":0.9998},"labels":[],"label_agreement":null},{"id":"W4407002365","doi":"10.1177/12034754251316293","title":"A Cross-Sectional Analysis of Psoriasis Patient Experiences on YouTube and TikTok","year":2025,"lang":"en","type":"letter","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland; University of British Columbia; McMaster University; University of Toronto","funders":"","keywords":"Medicine; Cross-sectional study; Psoriasis; Dermatology; Family medicine; Pathology","score_opus":0.0855913862875376,"score_gpt":0.38958630254895665,"score_spread":0.30399491626141906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407002365","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78733456,0.0021673632,0.00000308815,0.19750156,0.012051176,0.0001892562,0.00001089174,0.0000073066835,0.0007348244],"genre_scores_gemma":[0.7335155,0.01575714,0.00009035749,0.21830548,0.03134851,0.00010475414,0.00006043972,0.000035401634,0.0007824012],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99657696,0.00043082976,0.0011851679,0.00022161599,0.001311514,0.0002739114],"domain_scores_gemma":[0.98041016,0.01733457,0.0013166808,0.00011952907,0.00065133884,0.0001677337],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0014358159,0.00017569608,0.0010813809,0.0014654468,0.00027958947,0.00004099643,0.0001307249,0.00047560033,0.0003719616],"category_scores_gemma":[0.010587315,0.0001363286,0.000251628,0.0009350182,0.0007898417,0.00008575181,0.000014928381,0.00073024444,3.299153e-7],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018613314,0.00007114624,0.21294159,0.00027025852,0.0010700348,0.00045586887,0.13537772,0.000007890425,0.0000020042505,0.000033649314,0.6238355,0.025748193],"study_design_scores_gemma":[0.00018512725,0.0005113252,0.026623424,0.0008289007,0.0012826669,0.00013033155,0.026950596,0.00000784234,0.000005590363,0.00019510285,0.9430192,0.00025986406],"about_ca_topic_score_codex":0.0016121104,"about_ca_topic_score_gemma":0.00008354199,"teacher_disagreement_score":0.3191837,"about_ca_system_score_codex":0.00016200394,"about_ca_system_score_gemma":0.0010052073,"threshold_uncertainty_score":0.99774694},"labels":[],"label_agreement":null},{"id":"W4407074738","doi":"10.24251/hicss.2024.466","title":"Influence of Twitter on Medication Prescriptions","year":2024,"lang":"en","type":"article","venue":"Proceedings of the ... Annual Hawaii International Conference on System Sciences/Proceedings of the Annual Hawaii International Conference on System Sciences","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Medical prescription; Computer science; Internet privacy; Medicine; Nursing","score_opus":0.10060376665221496,"score_gpt":0.38055929947551603,"score_spread":0.2799555328233011,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407074738","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29233962,0.000043012107,0.000007311947,0.016940225,0.00817566,0.0014416021,0.00033056093,0.00015799378,0.680564],"genre_scores_gemma":[0.99676126,0.00010320085,0.00018374286,0.00017862051,0.0009961798,0.00042773274,0.000004014876,0.00003223412,0.001312988],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.988936,0.00014082696,0.001943063,0.0013870514,0.006761219,0.0008318478],"domain_scores_gemma":[0.9882528,0.00091056025,0.0025169065,0.00030666633,0.007705012,0.00030805677],"candidate_categories":["metaepi_narrow","sts","open_science"],"consensus_categories":["sts"],"category_scores_codex":[0.006458965,0.00058533496,0.0007589907,0.0012057604,0.0014949761,0.00083957484,0.008036426,0.0003744148,0.00012811147],"category_scores_gemma":[0.0009644381,0.0004023392,0.00044246842,0.0026771736,0.004656497,0.0027050406,0.00060422637,0.00075779634,0.00007599171],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000098205426,0.00016623909,0.0064709103,0.00041382422,0.000083926134,4.167832e-7,0.015739612,0.00012902656,0.0009435949,0.9729084,0.0024316583,0.0006142123],"study_design_scores_gemma":[0.00043392245,0.0007938472,0.013494096,0.012454952,0.00008401136,0.000029592657,0.95996094,0.0004567753,0.0016609349,0.0058107637,0.004212138,0.0006080183],"about_ca_topic_score_codex":0.0021376486,"about_ca_topic_score_gemma":0.000065020984,"teacher_disagreement_score":0.9670976,"about_ca_system_score_codex":0.0010823758,"about_ca_system_score_gemma":0.0019465719,"threshold_uncertainty_score":0.9998428},"labels":[],"label_agreement":null},{"id":"W4407207648","doi":"10.1016/j.jadohealth.2024.11.162","title":"146. Evaluating “Taking Pride”: A Healthy Relationship Program For 2slgbtq+ Youth in British Columbia, Canada","year":2025,"lang":"en","type":"article","venue":"Journal of Adolescent Health","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"Public Health Agency of Canada","keywords":"Pride; Psychology; Political science; Gerontology; Medicine; Law","score_opus":0.17537168837077313,"score_gpt":0.4739039664853979,"score_spread":0.2985322781146248,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407207648","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93712735,0.0020320986,0.00022257843,0.04614366,0.009831992,0.0044687917,0.000013328119,0.000029723444,0.00013047736],"genre_scores_gemma":[0.9903837,0.0003274802,0.0045090527,0.0030920485,0.0014601147,0.00015948653,0.000006306189,0.000015290349,0.000046565292],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9959522,0.0009753079,0.0013595009,0.00020177224,0.0007982893,0.00071293244],"domain_scores_gemma":[0.9956151,0.0016470571,0.0015523365,0.0001134085,0.0006698383,0.00040221473],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0072883153,0.000082935876,0.0004032233,0.00015557963,0.0010761742,0.00019851312,0.00025397545,0.00012110473,0.000010123422],"category_scores_gemma":[0.015628178,0.0001361283,0.00008095723,0.0009191543,0.00007588142,0.0001855,0.000016383154,0.000666267,3.1989813e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0000335419,0.00022317623,0.7614856,0.00055739796,0.000005804419,0.0000013362658,0.010214385,0.00001465549,1.2174856e-7,0.00017219775,0.0036952645,0.22359657],"study_design_scores_gemma":[0.0010243817,0.0003176076,0.95039326,0.002358994,0.000020223235,0.0000019029046,0.032650735,0.00005746234,1.5477062e-7,0.00083303737,0.012236213,0.00010604608],"about_ca_topic_score_codex":0.95883685,"about_ca_topic_score_gemma":0.9977524,"teacher_disagreement_score":0.22349052,"about_ca_system_score_codex":0.0064392746,"about_ca_system_score_gemma":0.04468485,"threshold_uncertainty_score":0.99737483},"labels":[],"label_agreement":null},{"id":"W4407252567","doi":"10.2196/58916","title":"Association of Social Media Recruitment and Depression Among Racially and Ethnically Diverse Metabolic and Bariatric Surgery Candidates: Prospective Cohort Study","year":2025,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Minority Health and Health Disparities","keywords":"Ethnically diverse; Preprint; Medicine; Depression (economics); Prospective cohort study; Cohort; Gerontology; Cohort study; Surgery; Environmental health; Internal medicine; Population","score_opus":0.12831863959827872,"score_gpt":0.48360113968088825,"score_spread":0.35528250008260953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407252567","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99166006,0.00045121295,0.0000042377605,0.00085328455,0.0006867082,0.0051295343,0.000014004378,0.00002410321,0.001176851],"genre_scores_gemma":[0.9955474,0.0015105221,0.000017972416,0.000011892991,0.00023224633,0.0025964829,0.000007073747,0.0000069775756,0.00006940622],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9952195,0.0024616679,0.00042286734,0.00029983104,0.0011533983,0.00044272473],"domain_scores_gemma":[0.9887209,0.009844892,0.00027582925,0.000093645336,0.0008935874,0.00017114905],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.009628745,0.00011399396,0.0004118066,0.00048563094,0.0012833618,0.00010149291,0.000115762334,0.00021544738,0.000024347391],"category_scores_gemma":[0.011909629,0.00010706993,0.00003334277,0.0012344837,0.00056314154,0.0005018857,0.00020814834,0.00044286423,0.0000019459023],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055026645,0.0001401116,0.7485317,0.000047332716,0.00006594731,3.9050778e-7,0.23529024,2.5611662e-8,0.0000034729273,0.0005725198,0.0007182537,0.014574949],"study_design_scores_gemma":[0.0004407529,0.00004099412,0.93977463,0.000038551094,0.000046181078,4.2581263e-8,0.05807976,0.000007907066,0.000021556101,0.0009670476,0.000503494,0.00007907239],"about_ca_topic_score_codex":0.005182811,"about_ca_topic_score_gemma":0.010460284,"teacher_disagreement_score":0.19124292,"about_ca_system_score_codex":0.00055459485,"about_ca_system_score_gemma":0.0007967501,"threshold_uncertainty_score":0.99641347},"labels":[],"label_agreement":null},{"id":"W4407256214","doi":"10.1177/12034754251316298","title":"Equity, Diversity, and Inclusion on Canadian Dermatology Residency Program Websites and Social Media","year":2025,"lang":"en","type":"letter","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Women's College Hospital; University of Toronto","funders":"","keywords":"Medicine; Social media; Diversity (politics); Inclusion (mineral); Dermatology; Equity (law); Family medicine; World Wide Web; Social science","score_opus":0.11943928811638933,"score_gpt":0.3864801105710557,"score_spread":0.26704082245466637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407256214","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10388312,0.0031930497,2.9097697e-7,0.885085,0.0059812847,0.0003485011,0.000006822178,0.0000168835,0.0014850395],"genre_scores_gemma":[0.38339376,0.036284905,0.000111703885,0.5431468,0.03667448,0.000030945987,0.00005898421,0.000044137436,0.00025430083],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99698013,0.00062105706,0.0006099441,0.00022347992,0.0010276752,0.0005377148],"domain_scores_gemma":[0.98033786,0.018258354,0.000573545,0.00007558944,0.00035212014,0.0004025204],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0016464654,0.00021017225,0.0008710964,0.0010415942,0.0044620414,0.00004125152,0.00022447068,0.00086833216,0.00007399211],"category_scores_gemma":[0.009275639,0.0001839665,0.000072090246,0.00026420056,0.00092229364,0.00010318519,0.0010020611,0.001335056,8.24687e-7],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024720564,0.00001553436,0.019108182,0.00035568295,0.000041248742,0.0028003221,0.07182527,9.362692e-9,3.6580195e-7,0.0001277288,0.8582121,0.04748884],"study_design_scores_gemma":[0.00018912149,0.00013821296,0.0034918815,0.0009899241,0.00022211634,0.0008678647,0.0038103426,8.6731615e-7,4.463028e-7,0.008283583,0.981797,0.00020864798],"about_ca_topic_score_codex":0.05520349,"about_ca_topic_score_gemma":0.07899272,"teacher_disagreement_score":0.34193823,"about_ca_system_score_codex":0.00035660306,"about_ca_system_score_gemma":0.0029268912,"threshold_uncertainty_score":0.99906963},"labels":[],"label_agreement":null},{"id":"W4407266508","doi":"10.1016/j.jham.2025.100221","title":"Information, communication, and education (ICE) and the eye of social media in peripheral nerve surgery","year":2025,"lang":"en","type":"editorial","venue":"Journal of Hand and Microsurgery","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hand and Upper Limb Clinic; Western University","funders":"","keywords":"Medicine; Peripheral nerve; Social media; Peripheral; Optometry; Anatomy; Internal medicine; World Wide Web","score_opus":0.01890336326003647,"score_gpt":0.3304866757436664,"score_spread":0.3115833124836299,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407266508","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40674144,0.025911568,0.0000036071808,0.008406669,0.5579741,0.0005180364,0.0000443548,0.0000056927806,0.000394555],"genre_scores_gemma":[0.28976992,0.15416658,0.0002320998,0.00050115737,0.5544127,0.00018761175,0.0002439711,0.00003543666,0.0004504785],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.997595,0.00070701237,0.0010362003,0.00007574829,0.00040913938,0.00017690622],"domain_scores_gemma":[0.9818717,0.015551268,0.0014197663,0.00009377887,0.0009742039,0.00008925423],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.005122533,0.00012869108,0.0006087623,0.000355252,0.00054370967,0.00021112028,0.00015178024,0.00041685876,0.0000099375675],"category_scores_gemma":[0.014506648,0.00010365248,0.00009113598,0.00030020572,0.0011445428,0.00052382424,0.00004647114,0.0005424457,1.4261617e-7],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020015023,0.0000578457,0.01191127,0.00042246073,0.000036281803,3.2290345e-7,0.15495792,8.034445e-8,0.00000661349,0.00084184034,0.79200155,0.039563656],"study_design_scores_gemma":[0.00064504845,0.000007864648,0.02276985,0.00070784485,0.00007195129,0.0000017507386,0.02282276,3.9893953e-7,0.000006977173,0.0016444963,0.95119244,0.0001286093],"about_ca_topic_score_codex":0.0014044594,"about_ca_topic_score_gemma":0.0010038585,"teacher_disagreement_score":0.1591909,"about_ca_system_score_codex":0.00012508943,"about_ca_system_score_gemma":0.0047834613,"threshold_uncertainty_score":0.99379456},"labels":[],"label_agreement":null},{"id":"W4407304833","doi":"10.2196/70071","title":"Social Media Use and Oral Health–Related Misconceptions in Saudi Arabia: Cross-Sectional Study","year":2025,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"King Saud University","keywords":"Social media; Poisson regression; Logistic regression; Descriptive statistics; Credibility; Medicine; Oral health; Cross-sectional study; Odds; Environmental health; Odds ratio; Demography; Family medicine; Population; Statistics","score_opus":0.35889638285074815,"score_gpt":0.593502684129275,"score_spread":0.23460630127852683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407304833","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98806256,0.00011269148,0.0000034502443,0.006540407,0.0014040661,0.0025029685,0.000015966778,0.000046512858,0.0013113813],"genre_scores_gemma":[0.9978515,0.00008920414,0.000027174852,0.0000583192,0.00023683053,0.0015131336,0.000019160065,0.000007268126,0.00019739753],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99467736,0.0027861944,0.00056697184,0.00027076888,0.0009872393,0.0007114381],"domain_scores_gemma":[0.9933366,0.005681961,0.00011068535,0.00010480148,0.0005793782,0.00018655982],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.006769793,0.000096012765,0.00022709591,0.0005922263,0.002496436,0.00029248415,0.00021559752,0.0001980489,0.00012150509],"category_scores_gemma":[0.0058301985,0.00010192178,0.00003543314,0.0022715214,0.0012058318,0.0008324661,0.000102569255,0.0009416898,0.00004688396],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029426386,0.00031629892,0.62950456,0.000026527481,0.0000105693,7.884815e-7,0.35359994,6.1953267e-7,0.0000010726777,0.010093886,0.0021061678,0.0043101367],"study_design_scores_gemma":[0.0006508761,0.00007963591,0.9344778,0.000027375789,9.715831e-7,1.9100123e-7,0.056878537,0.000014749469,7.4859827e-7,0.0051201177,0.0026811708,0.00006781886],"about_ca_topic_score_codex":0.015738746,"about_ca_topic_score_gemma":0.035278883,"teacher_disagreement_score":0.30497324,"about_ca_system_score_codex":0.0014306817,"about_ca_system_score_gemma":0.0018507676,"threshold_uncertainty_score":0.9988022},"labels":[],"label_agreement":null},{"id":"W4407328395","doi":"10.1136/bmjopen-2023-083032","title":"Clinicians’ experience with infographic summaries from the BMJ Rapid Recommendations: a qualitative user-testing study among residents and interns at a large teaching hospital in Switzerland","year":2025,"lang":"en","type":"article","venue":"BMJ Open","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Infographic; Medicine; Usability; Credibility; Medical education; Grading (engineering); User experience design; Sample (material); Patient experience; Test (biology); Health care; Computer science","score_opus":0.2374595847051078,"score_gpt":0.5650475120576823,"score_spread":0.3275879273525745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407328395","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97397375,0.00006429411,0.000024315115,0.010189195,0.0009351268,0.0135717215,0.000015409325,0.00002643501,0.0011997696],"genre_scores_gemma":[0.98962784,0.000022009002,0.00092385063,0.00040503228,0.00015420397,0.00873897,0.00001454276,0.000009230913,0.000104335464],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.995543,0.0028967508,0.0005718537,0.00035184776,0.00033224776,0.00030431096],"domain_scores_gemma":[0.98770607,0.011446317,0.00037722816,0.00027718052,0.00011841025,0.00007479759],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.007483581,0.0001228595,0.000257003,0.0001026461,0.0013875824,0.000452196,0.00060475897,0.00007173562,0.000029420156],"category_scores_gemma":[0.023912862,0.00009727563,0.000019395558,0.0006974251,0.0003288011,0.00076807325,0.0004728612,0.00031357756,0.0000025498616],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048827816,0.000077790835,0.54558396,0.0000046752252,0.000014671278,0.0000012533966,0.4517238,8.906081e-8,7.354425e-8,0.00038114886,0.0002833037,0.0018803583],"study_design_scores_gemma":[0.00045773937,0.000083145074,0.53182447,0.00044455586,0.00000896823,4.093349e-8,0.46595648,0.0000068851123,3.1814676e-7,0.0004400938,0.0007019508,0.000075368276],"about_ca_topic_score_codex":0.23693298,"about_ca_topic_score_gemma":0.5057572,"teacher_disagreement_score":0.26882425,"about_ca_system_score_codex":0.00018104738,"about_ca_system_score_gemma":0.00048275085,"threshold_uncertainty_score":0.9999125},"labels":[],"label_agreement":null},{"id":"W4407345115","doi":"10.2196/65745","title":"Using Social Media Platforms to Raise Health Awareness and Increase Health Education in Pakistan: Structural Equation Modeling Analysis and Questionnaire Study","year":2025,"lang":"en","type":"article","venue":"JMIR Human Factors","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Social media; Empirical evidence; Health education; Psychology; Political science; Health care; Economic growth; Computer science; Economics; World Wide Web","score_opus":0.17693382090634865,"score_gpt":0.5307069289589448,"score_spread":0.3537731080525961,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407345115","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9951383,0.00022217447,0.00044301344,0.0011612233,0.00083337235,0.0021318696,0.000007804906,0.000051530118,0.000010738939],"genre_scores_gemma":[0.9991104,0.000016905164,0.00014338904,0.00018050802,0.0002667386,0.00021006691,0.000057466325,0.0000099575545,0.000004560214],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978521,0.00043094784,0.00056298333,0.00037694865,0.00040456542,0.0003724693],"domain_scores_gemma":[0.99887013,0.00031573142,0.00023724836,0.0001156861,0.00015311819,0.00030805706],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0013894541,0.00015484533,0.00039268867,0.00094242836,0.0019856738,0.00013909022,0.00011083951,0.00010633904,0.000008478913],"category_scores_gemma":[0.0006115735,0.0001639911,0.000033343422,0.0016591566,0.00009145228,0.00035017915,0.00004144734,0.00017822775,2.4548802e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001056249,0.00007467809,0.6964865,0.00005457705,0.000015024318,6.542591e-8,0.28773052,0.00008393442,0.0000014443702,0.0018364532,0.0000073367273,0.013698931],"study_design_scores_gemma":[0.00022996748,0.000033875385,0.8726863,0.00007658691,0.000027395436,3.1216306e-8,0.123226725,0.00130018,4.770828e-7,0.00228455,0.000009787681,0.00012408287],"about_ca_topic_score_codex":0.21911925,"about_ca_topic_score_gemma":0.27979243,"teacher_disagreement_score":0.17619985,"about_ca_system_score_codex":0.0017587873,"about_ca_system_score_gemma":0.0034511294,"threshold_uncertainty_score":0.9993136},"labels":[],"label_agreement":null},{"id":"W4407364010","doi":"10.1007/s11325-025-03274-7","title":"The impact of social media on sleep journals: analyzing the correlation between altmetrics and citation count","year":2025,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; McGill University Health Centre; University of Ottawa","funders":"","keywords":"Altmetrics; Social media; Citation; Otorhinolaryngology; Correlation; Neurology; Medicine; Sleep (system call); Data science; Library science; Computer science; World Wide Web; Psychiatry; Mathematics","score_opus":0.07543215965896347,"score_gpt":0.41046255566491824,"score_spread":0.33503039600595474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407364010","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98872936,0.0017526062,0.00044905883,0.0058220136,0.0013209777,0.00036902362,0.0000051189572,0.000015470905,0.0015363786],"genre_scores_gemma":[0.9985604,0.000632714,0.00003158201,0.000036868405,0.000703379,0.000019423815,0.0000037962802,0.000004213878,0.0000075912544],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99874747,0.00037772456,0.00025781055,0.00010912501,0.00031834876,0.00018952062],"domain_scores_gemma":[0.9895462,0.009910833,0.00023960021,0.00006209541,0.00018476408,0.00005655043],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0029953388,0.00007093212,0.00013114049,0.00016373991,0.002092301,0.00016257497,0.00009026546,0.000105846724,0.000005655511],"category_scores_gemma":[0.0059537143,0.000044747325,0.0000476938,0.00084547733,0.00022385751,0.00015841064,0.00001782905,0.00022959578,7.0467814e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017903672,0.000015871225,0.28916433,0.000013082082,0.00007131216,2.0205843e-7,0.14070578,0.0000244493,0.000009126209,0.010277134,0.00017758294,0.5595232],"study_design_scores_gemma":[0.00018720097,0.000028257795,0.97506,0.000053674077,0.00008174662,2.60136e-7,0.014778978,0.0006184866,0.000007363571,0.008526665,0.0005970465,0.000060337985],"about_ca_topic_score_codex":0.0021314167,"about_ca_topic_score_gemma":0.0002690107,"teacher_disagreement_score":0.6858956,"about_ca_system_score_codex":0.00022632017,"about_ca_system_score_gemma":0.0001575574,"threshold_uncertainty_score":0.99920684},"labels":[],"label_agreement":null},{"id":"W4407422479","doi":"10.2196/65835","title":"Exploring Social Media Posts on Lifestyle Behaviors: Sentiment and Content Analysis","year":2025,"lang":"en","type":"article","venue":"JMIR Infodemiology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Social media; Sentiment analysis; Content analysis; Psychology; Content (measure theory); Computer science; Advertising; Internet privacy; World Wide Web; Sociology; Artificial intelligence; Business; Social science","score_opus":0.4104118716236562,"score_gpt":0.4731348140896641,"score_spread":0.0627229424660079,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407422479","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.982085,0.00006870799,0.000018967197,0.012718717,0.0028597652,0.0006413552,0.0000045883844,0.00008186682,0.0015210472],"genre_scores_gemma":[0.9962242,0.00017233142,0.00012587699,0.0010125354,0.0005873826,0.0018160352,0.000013886942,0.0000050378267,0.00004265923],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99824536,0.0005435383,0.00036761092,0.00026980304,0.00019043243,0.00038326255],"domain_scores_gemma":[0.9964282,0.0030485662,0.00014515858,0.00012553514,0.0001160375,0.0001365392],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009912511,0.00010915234,0.00033450773,0.00032123507,0.000501992,0.000023886165,0.00014843543,0.00020503903,0.000045263965],"category_scores_gemma":[0.0026758735,0.000114458235,0.00009043621,0.00069389545,0.00032769018,0.00011811877,0.000063728985,0.00022799763,0.000017225118],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031649543,0.00009816046,0.8379039,0.000013440404,0.00009471287,0.0000013013346,0.09287353,0.000005766917,0.000033301912,0.049174704,0.00047012343,0.019299366],"study_design_scores_gemma":[0.00018430219,0.00002611761,0.98141634,0.000014203751,0.0001307203,7.354605e-8,0.012910192,0.000012730101,0.000019522804,0.00067483366,0.0045089014,0.000102067715],"about_ca_topic_score_codex":0.0028762869,"about_ca_topic_score_gemma":0.0022017725,"teacher_disagreement_score":0.14351238,"about_ca_system_score_codex":0.0003197208,"about_ca_system_score_gemma":0.00022271292,"threshold_uncertainty_score":0.46674713},"labels":[],"label_agreement":null},{"id":"W4407478626","doi":"10.2196/56098","title":"Assessing Health Information Seeking Behaviors Among Targeted Social Media Users Using an Infotainment Video About a Cancer Clinical Trial: Population-Based Descriptive Study","year":2025,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Cancer Institute","keywords":"Social media; Population; Health communication; Audience measurement; Promotion (chess); Clinical trial; Information Dissemination; Descriptive statistics; Psychology; Medicine; Internet privacy; Medical education; Advertising; Public relations; Business; Computer science; World Wide Web; Political science; Environmental health","score_opus":0.24756164658391341,"score_gpt":0.5526782131398011,"score_spread":0.3051165665558877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407478626","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.977523,0.00016932734,0.00025852304,0.0016703393,0.013981768,0.0061673378,0.00002234759,0.00016803907,0.000039303446],"genre_scores_gemma":[0.99138165,0.00005094801,0.00034276376,0.0010730706,0.002018098,0.005042559,0.00006369599,0.000022657629,0.0000045409747],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9948643,0.0018062677,0.0013458617,0.0003770419,0.00096388935,0.0006426616],"domain_scores_gemma":[0.996865,0.0010493731,0.0011279361,0.00019807692,0.00045333485,0.00030630396],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0028900683,0.00022294252,0.0005122764,0.00034534853,0.0020079957,0.00043691995,0.00026949146,0.00030247302,0.00010421545],"category_scores_gemma":[0.0014760823,0.00025267396,0.00012129874,0.0012837074,0.0002371867,0.0022632787,0.000035221576,0.00046831582,0.0000015558903],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0003486028,0.00032953135,0.7556494,0.000039805233,0.000026948088,2.7971288e-7,0.15414903,0.00021919655,0.0000020842197,0.00006770476,0.00015435196,0.08901311],"study_design_scores_gemma":[0.0049483078,0.000083515624,0.90191597,0.00019823985,0.00007338759,8.287962e-9,0.09032704,0.000763231,0.0000016083658,0.000043317545,0.0014279832,0.00021737514],"about_ca_topic_score_codex":0.24922569,"about_ca_topic_score_gemma":0.12682591,"teacher_disagreement_score":0.14626662,"about_ca_system_score_codex":0.0070034843,"about_ca_system_score_gemma":0.009090512,"threshold_uncertainty_score":0.99999255},"labels":[],"label_agreement":null},{"id":"W4407597507","doi":"10.1016/j.artd.2025.101625","title":"Understanding Hip Pain Through Social Media: An Initial Overview of an International Web-Based Survey","year":2025,"lang":"en","type":"article","venue":"Arthroplasty Today","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Social media; Hip pain; Web survey; Physical therapy; World Wide Web","score_opus":0.364006808621189,"score_gpt":0.4550279226497962,"score_spread":0.09102111402860719,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407597507","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96021116,0.00011989987,0.0026457356,0.008320325,0.01951625,0.0008560399,0.00013647489,0.00018089099,0.008013248],"genre_scores_gemma":[0.99719393,0.00012436205,0.000533524,0.00071398483,0.0011646381,0.00008830288,0.00015592368,0.00001421154,0.000011145664],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9956069,0.0027166575,0.00040996826,0.0002914201,0.0006201888,0.00035483803],"domain_scores_gemma":[0.9937013,0.0055457386,0.00020978162,0.0001660375,0.00025495744,0.00012219978],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004192294,0.00013057583,0.00024621555,0.00013538903,0.00067712384,0.00006651702,0.00030068285,0.0002175088,0.00056392164],"category_scores_gemma":[0.007953375,0.00014885266,0.00006420645,0.0006740725,0.00056645356,0.00063020777,0.000029859943,0.00019310095,0.000010351794],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000357294,0.0013895234,0.33681256,0.00020486317,0.00013081357,0.000007889991,0.17767574,0.000056769364,0.000094765506,0.3756529,0.0069462443,0.10067066],"study_design_scores_gemma":[0.0047710924,0.00044951754,0.7196536,0.0004903411,0.000095010095,5.288026e-7,0.08504566,0.0012859058,0.00039745308,0.06271599,0.12407397,0.0010209505],"about_ca_topic_score_codex":0.0055109216,"about_ca_topic_score_gemma":0.081040375,"teacher_disagreement_score":0.38284105,"about_ca_system_score_codex":0.00058177265,"about_ca_system_score_gemma":0.0019621088,"threshold_uncertainty_score":0.9521507},"labels":[],"label_agreement":null},{"id":"W4407598057","doi":"10.7759/cureus.79065","title":"Analysis of Obstetrics and Gynecology Residency Program Website Contents in the United States of America","year":2025,"lang":"en","type":"article","venue":"Cureus","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver General Hospital; University of Ottawa","funders":"","keywords":"Medicine; Obstetrics and gynaecology; Residency training; Obstetrics; Family medicine; Medical education; Gynecology; Pregnancy; Continuing education","score_opus":0.08452870443403843,"score_gpt":0.42913521676411986,"score_spread":0.34460651233008144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407598057","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99429864,0.0010103105,0.000007867892,0.0025772662,0.000695409,0.0006168109,0.00000509417,0.0000095964,0.00077902846],"genre_scores_gemma":[0.99743664,0.001972165,0.00019894674,0.00019963091,0.000012347247,0.00014039698,0.000017144175,0.0000015546773,0.000021144391],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989542,0.00042983834,0.00023611898,0.000089112225,0.00015536038,0.00013536405],"domain_scores_gemma":[0.98895216,0.010559265,0.00015519315,0.00011437619,0.00019314399,0.000025860822],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00045448905,0.00003756504,0.00017873156,0.0003385041,0.00007835674,0.000008496914,0.00016494386,0.00006461569,0.000016621298],"category_scores_gemma":[0.02070469,0.00003129168,0.0000276031,0.0048880195,0.0003380301,0.000036342935,0.000016400974,0.00006995554,3.6335382e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000028866718,0.00014148939,0.92913675,0.000024693385,0.000072730705,4.14245e-7,0.05043931,0.000015294634,0.0000030264166,0.0022883615,0.0001655056,0.017709535],"study_design_scores_gemma":[0.000107496686,0.000062425286,0.93486613,0.000013093935,0.00016162945,5.7533476e-9,0.043873385,0.00026380946,0.0000061584856,0.0010026066,0.019612273,0.00003101352],"about_ca_topic_score_codex":0.041280348,"about_ca_topic_score_gemma":0.008774079,"teacher_disagreement_score":0.03250627,"about_ca_system_score_codex":0.00009137101,"about_ca_system_score_gemma":0.00020903737,"threshold_uncertainty_score":0.98754436},"labels":[],"label_agreement":null},{"id":"W4407720924","doi":"10.2196/56329","title":"Using Social Media to Recruit a Diverse Sample of Participants for a Mobile Health (mHealth) Intervention to Increase Physical Activity: Exploratory Study","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Preprint; Social media; Exploratory research; Intervention (counseling); Psychology; Sample (material); Internet privacy; Mobile phone; Applied psychology; Multimedia; Psychological intervention; Computer science; World Wide Web; Telecommunications; Sociology","score_opus":0.47618037128096063,"score_gpt":0.5751057847910154,"score_spread":0.09892541351005474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407720924","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97823864,0.00015372482,0.0007867033,0.0052903853,0.00226894,0.012986194,0.00017236646,0.00008425362,0.000018812781],"genre_scores_gemma":[0.9872234,0.000078145116,0.0010885816,0.001225515,0.001133011,0.009202349,0.000014050733,0.000026103167,0.000008885759],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9951326,0.0016987575,0.00074398785,0.0006125163,0.0005710506,0.0012410716],"domain_scores_gemma":[0.9943796,0.0029928968,0.0005256488,0.0002504574,0.0003292798,0.0015221265],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0042252396,0.00022464718,0.0008083265,0.00046149892,0.0017140947,0.000042745658,0.0002314503,0.00013787956,0.000011764468],"category_scores_gemma":[0.0039672977,0.00025400973,0.00010139212,0.0013858279,0.00015386168,0.00022668157,0.00011415186,0.00026756225,0.0000044308877],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009953401,0.0028666542,0.012075198,0.002175868,0.00002323,3.919361e-7,0.52282107,0.0000053619547,0.000013478395,0.0019752255,0.0015647977,0.4554834],"study_design_scores_gemma":[0.005202453,0.006656473,0.3496752,0.00090731826,0.0003040758,2.8575388e-7,0.6118696,0.0003856867,0.000039815146,0.0033041802,0.020915035,0.00073989737],"about_ca_topic_score_codex":0.051243488,"about_ca_topic_score_gemma":0.041265942,"teacher_disagreement_score":0.4547435,"about_ca_system_score_codex":0.0015604756,"about_ca_system_score_gemma":0.0048672874,"threshold_uncertainty_score":0.99999124},"labels":[],"label_agreement":null},{"id":"W4407723376","doi":"10.2196/55861","title":"Instagram as a Tool to Improve Human Histology Learning in Medical Education: Descriptive Study","year":2025,"lang":"en","type":"article","venue":"JMIR Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Social media; Subject (documents); Medical education; Psychology; Set (abstract data type); Virtual microscopy; Mathematics education; Computer science; Medicine; Pathology; World Wide Web","score_opus":0.03756648235955355,"score_gpt":0.4723663063501137,"score_spread":0.4347998239905601,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407723376","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88256973,0.0001772574,0.000021070506,0.0793803,0.015456001,0.0039520757,2.462959e-7,0.00012562062,0.01831767],"genre_scores_gemma":[0.9756478,0.00003421543,0.00014813908,0.007561152,0.0019592235,0.011516022,0.000021330914,0.000016713608,0.0030953987],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99557406,0.0011896802,0.0007207291,0.0005648474,0.0014121602,0.0005385425],"domain_scores_gemma":[0.99748486,0.00080903806,0.00017483108,0.00027932457,0.00042169413,0.00083024066],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002809368,0.00017466475,0.00032663858,0.00056804816,0.00066476635,0.00006365928,0.00059140805,0.0005190515,0.002111606],"category_scores_gemma":[0.05953781,0.00019451328,0.0000501375,0.0017413959,0.0003436016,0.00020626816,0.000092661096,0.0009709174,0.00014934479],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035934492,0.004767594,0.12869357,0.00005464326,0.000012908771,0.0000030185747,0.20950817,2.5538563e-7,0.000007676033,0.047039527,0.014748017,0.5951287],"study_design_scores_gemma":[0.0008235732,0.00042298838,0.29387972,0.0004408956,0.000024672952,0.0000021121532,0.24147648,0.000017489207,0.000004882422,0.005019254,0.4575658,0.0003221203],"about_ca_topic_score_codex":0.035787847,"about_ca_topic_score_gemma":0.02138294,"teacher_disagreement_score":0.59480655,"about_ca_system_score_codex":0.002584236,"about_ca_system_score_gemma":0.059455134,"threshold_uncertainty_score":0.9988006},"labels":[],"label_agreement":null},{"id":"W4407741444","doi":"10.2196/63344","title":"Instagram Posts Promoting Colorectal Cancer Awareness: Content Analysis of Themes and Engagement During Colorectal Cancer Awareness Month","year":2025,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Thematic analysis; Content analysis; Social media; Colorectal cancer; Medicine; Psychology; Cancer; Qualitative research; Computer science; World Wide Web; Internal medicine; Sociology","score_opus":0.1958368701066477,"score_gpt":0.5178769466135463,"score_spread":0.32204007650689864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407741444","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99260724,0.0011282706,0.000005877767,0.0020419257,0.00079994823,0.0026066438,0.00007533141,0.000043765605,0.0006910077],"genre_scores_gemma":[0.9920423,0.0012679135,0.000017997427,0.00001613902,0.00012847829,0.0064429957,0.00001587389,0.000010226609,0.000058069232],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99611646,0.0013324609,0.0004822637,0.00032102806,0.001038206,0.0007095982],"domain_scores_gemma":[0.9961246,0.0020694963,0.00023623227,0.00012328856,0.0012670936,0.00017926232],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0023982523,0.00014775226,0.00043836643,0.00085976266,0.0017637963,0.00010496484,0.00032427168,0.00014258022,0.00010145738],"category_scores_gemma":[0.001646584,0.00013539876,0.00009005961,0.0035910434,0.00071817037,0.00040521988,0.00021889039,0.00045384248,0.000001343463],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012885993,0.00018867746,0.61309195,0.00038979368,0.00044515048,8.28586e-7,0.36552748,0.00002277332,0.0014318042,0.0011292737,0.000052253843,0.017591154],"study_design_scores_gemma":[0.0004035106,0.00009794605,0.8831708,0.00029858248,0.00008135983,5.0934343e-8,0.105047494,0.0009119294,0.009359159,0.00010300515,0.00039741475,0.00012877632],"about_ca_topic_score_codex":0.0857769,"about_ca_topic_score_gemma":0.05098544,"teacher_disagreement_score":0.27007884,"about_ca_system_score_codex":0.0014946437,"about_ca_system_score_gemma":0.0024084612,"threshold_uncertainty_score":0.9995358},"labels":[],"label_agreement":null},{"id":"W4407841204","doi":"10.2196/59417","title":"Exploring Social Media Use Among Medical Students Applying for Residency Training: Cross-Sectional Survey Study","year":2025,"lang":"en","type":"article","venue":"JMIR Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Social media; Medical education; Outreach; Cross-sectional study; Thematic analysis; Descriptive statistics; Psychology; Family medicine; Medicine; Qualitative research; Sociology; Political science","score_opus":0.44987950373799634,"score_gpt":0.5538361508580214,"score_spread":0.10395664712002506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407841204","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.964575,0.000040097097,0.000096953976,0.003350738,0.026922407,0.0045446875,0.000008721087,0.00016010077,0.00030128582],"genre_scores_gemma":[0.96690977,0.000060815495,0.000100542835,0.0005753687,0.0064503523,0.025514971,0.00013219388,0.000028256818,0.00022770291],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99193615,0.0013550853,0.0009531252,0.0006301236,0.0044408557,0.0006846849],"domain_scores_gemma":[0.9851278,0.012678009,0.0002877224,0.00022999209,0.0008291435,0.0008473512],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.012080096,0.00020614226,0.00036121835,0.00035136723,0.0018506319,0.00041372146,0.0010573443,0.0005304189,0.0005729148],"category_scores_gemma":[0.15077798,0.00022923938,0.00011048014,0.0012261759,0.00067378546,0.00086400815,0.00011419144,0.00066015375,0.000016717679],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052776966,0.0011013893,0.8450013,0.000036748945,0.000029131375,7.300408e-7,0.108163476,1.104062e-7,2.4116875e-7,0.0024603158,0.0020609314,0.041092873],"study_design_scores_gemma":[0.00074836117,0.000032083924,0.95485413,0.00010387659,0.000014740955,2.5015817e-7,0.037594113,0.000009710036,6.7622e-7,0.0009208338,0.005546507,0.00017473116],"about_ca_topic_score_codex":0.010269948,"about_ca_topic_score_gemma":0.030457165,"teacher_disagreement_score":0.13869788,"about_ca_system_score_codex":0.0009256222,"about_ca_system_score_gemma":0.018319443,"threshold_uncertainty_score":0.99944884},"labels":[],"label_agreement":null},{"id":"W4407853072","doi":"10.1093/ced/llaf084","title":"Hyperpigmentation and social media: a cross-sectional study of content quality on TikTok","year":2025,"lang":"en","type":"article","venue":"Clinical and Experimental Dermatology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Misinformation; Social media; Influencer marketing; Hyperpigmentation; Medicine; Perception; Quality (philosophy); Skin hyperpigmentation; Cross-sectional study; Dermatology; Internet privacy; Psychology; Business; Pathology; Marketing; Computer science","score_opus":0.40598652534332963,"score_gpt":0.578240373451791,"score_spread":0.1722538481084614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407853072","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9936458,0.0002000091,0.0000018619698,0.001579887,0.003273261,0.00054485275,0.0000033973001,0.000018882698,0.0007320554],"genre_scores_gemma":[0.99904,0.000038651448,0.00002219505,0.0004899854,0.00020447672,0.00017923527,0.0000057017155,0.0000028922952,0.000016864537],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981217,0.00070968893,0.00061759545,0.00022977918,0.00017847789,0.00014278025],"domain_scores_gemma":[0.99657357,0.0030924338,0.0001407002,0.00005385696,0.00006816135,0.00007127414],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060493546,0.00006855022,0.00026634484,0.000049885435,0.0004334345,0.000021251088,0.00006514666,0.00017707964,0.000030727093],"category_scores_gemma":[0.0010826649,0.00006762264,0.000035936042,0.00008695401,0.001029369,0.00006371664,0.000042414096,0.00013047668,0.000003920749],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017285866,0.00068862835,0.9479875,0.000015372301,0.000019923562,8.088613e-7,0.02722889,3.892019e-8,0.00006358031,0.0222694,0.000066010136,0.0014870026],"study_design_scores_gemma":[0.0014024745,0.00012032619,0.9431936,0.0000045937527,0.000007021459,8.146373e-7,0.0538046,0.0000018890427,0.00029315765,0.0005921416,0.00052647153,0.00005288392],"about_ca_topic_score_codex":0.0013212464,"about_ca_topic_score_gemma":0.00043324535,"teacher_disagreement_score":0.026575707,"about_ca_system_score_codex":0.00006002058,"about_ca_system_score_gemma":0.00012281102,"threshold_uncertainty_score":0.3792753},"labels":[],"label_agreement":null},{"id":"W4407911622","doi":"10.2196/68093","title":"Using Social Media to Engage and Enroll Underrepresented Populations: Longitudinal Digital Health Research","year":2025,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Social media; Psychology; Medical education; Sociology; Medicine; Computer science; World Wide Web","score_opus":0.7408214358071563,"score_gpt":0.6607968642167372,"score_spread":0.08002457159041909,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407911622","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92566967,0.0004129068,0.00052463147,0.05032622,0.00186836,0.004418632,0.00004533025,0.000101104575,0.016633159],"genre_scores_gemma":[0.9977775,0.00007138042,0.00039878284,0.00008384241,0.00065958884,0.0008409055,0.000023044187,0.00001441259,0.00013049283],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9919677,0.0037127228,0.00046143524,0.00038651822,0.0021250646,0.0013466068],"domain_scores_gemma":[0.9886605,0.009175202,0.00008405935,0.00021116842,0.0013528207,0.0005162206],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.011623178,0.000119652235,0.00026588066,0.0013306716,0.006280467,0.0005183837,0.00039111014,0.00017579793,0.00005440914],"category_scores_gemma":[0.01804512,0.00012763507,0.00004539223,0.0044485787,0.0011402277,0.00087707234,0.0003633479,0.0012559452,0.00006598215],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000108296765,0.00032022412,0.040723566,0.0002149033,0.000025430541,0.0000022159236,0.740701,0.0000035624475,0.000013931059,0.10655336,0.020362953,0.09097057],"study_design_scores_gemma":[0.0006238401,0.000165529,0.56987756,0.0003165101,0.0000032367764,9.1487203e-7,0.34189153,0.00027979526,0.000016267753,0.054751374,0.03184089,0.00023255886],"about_ca_topic_score_codex":0.006740924,"about_ca_topic_score_gemma":0.004685879,"teacher_disagreement_score":0.529154,"about_ca_system_score_codex":0.0021562218,"about_ca_system_score_gemma":0.0029621902,"threshold_uncertainty_score":0.9998733},"labels":[],"label_agreement":null},{"id":"W4407970947","doi":"10.1007/978-3-031-77177-4_33","title":"Social Aspects, Advocacy, and Organizations","year":2024,"lang":"en","type":"book-chapter","venue":"Clinical ophthalmic oncology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine","score_opus":0.2138708187568814,"score_gpt":0.5310066093055604,"score_spread":0.317135790548679,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407970947","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0024933969,0.0016324878,0.0000018721838,0.03575627,0.020840675,0.0012087846,0.000019471157,0.00020111322,0.93784595],"genre_scores_gemma":[0.082316965,0.0130123785,0.00070964586,0.002502961,0.060686436,0.00039965738,0.00019386019,0.00033977313,0.8398383],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972913,0.00028327582,0.0009892489,0.00066512777,0.0003482354,0.00042278288],"domain_scores_gemma":[0.9922407,0.0063662096,0.0004248204,0.00020158027,0.0003670755,0.0003995741],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001599994,0.00025289366,0.0007868543,0.00014666855,0.0006682535,0.0000611011,0.0003272868,0.0022516528,0.002224825],"category_scores_gemma":[0.0060400977,0.0002823244,0.0001624366,0.00018335311,0.0019531457,0.00006623034,0.0001633956,0.0014069673,0.0017486871],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011522323,0.000074453616,0.00045244241,0.000058126447,0.00007147662,0.000073905416,0.007597168,2.5477672e-8,2.8103017e-7,0.919102,0.019693162,0.052865393],"study_design_scores_gemma":[0.00015919574,0.00019705165,0.0010572163,0.00005091546,0.00015484056,0.000013703976,0.00058123644,9.1659206e-7,6.909507e-8,0.195347,0.8022216,0.000216269],"about_ca_topic_score_codex":0.0005213298,"about_ca_topic_score_gemma":0.0006695308,"teacher_disagreement_score":0.7825284,"about_ca_system_score_codex":0.00083459215,"about_ca_system_score_gemma":0.008004468,"threshold_uncertainty_score":0.99996287},"labels":[],"label_agreement":null},{"id":"W4408058971","doi":"10.1016/j.resplu.2025.100919","title":"Application of digital engagement tools for exception from informed consent community consultation and public disclosure in the pediatric prehospital airway resuscitation trial","year":2025,"lang":"en","type":"article","venue":"Resuscitation Plus","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Golder Associates (Canada)","funders":"National Heart, Lung, and Blood Institute","keywords":"Resuscitation; Informed consent; Medical emergency; Medicine; Airway; Public engagement; Emergency medicine; Anesthesia; Public relations; Political science; Alternative medicine","score_opus":0.1540175606239342,"score_gpt":0.4155752380166153,"score_spread":0.2615576773926811,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408058971","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9775508,0.0000985898,0.0069629885,0.0059852963,0.0013148346,0.0069517754,0.000100794365,0.000038784437,0.0009961372],"genre_scores_gemma":[0.9950244,0.00020320521,0.00044522708,0.00007924745,0.00033628353,0.0031914022,0.0006990864,0.0000066883026,0.000014464008],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9972969,0.0011385491,0.00067221397,0.00019548372,0.0004660512,0.00023076273],"domain_scores_gemma":[0.96616364,0.032655314,0.00045737013,0.00020518612,0.00045962224,0.0000589012],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0026750695,0.000111028574,0.00018021106,0.00027994296,0.00074476213,0.0003022715,0.00022870064,0.00015118976,0.0000034106338],"category_scores_gemma":[0.04599216,0.00010544853,0.000048111964,0.0009648546,0.00025873224,0.0010397555,0.000026474409,0.00022434218,0.0000024996298],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0054631196,0.0008782053,0.14218576,0.0009992123,0.000057330602,1.6938517e-7,0.55191827,0.000114779905,0.00009639877,0.15121308,0.0014191006,0.14565459],"study_design_scores_gemma":[0.023002407,0.0003389012,0.61837983,0.00011498424,0.00010772015,6.265563e-8,0.30330387,0.0004809406,0.00001815558,0.049845863,0.00412608,0.00028117068],"about_ca_topic_score_codex":0.0031357,"about_ca_topic_score_gemma":0.0070205815,"teacher_disagreement_score":0.4761941,"about_ca_system_score_codex":0.0004569724,"about_ca_system_score_gemma":0.0015475274,"threshold_uncertainty_score":0.9620439},"labels":[],"label_agreement":null},{"id":"W4408331338","doi":"10.2196/preprints.58882","title":"Living With and Managing Uncomplicated Urinary Tract Infection: Mixed Methods Analysis of Patient Insights From Social Media (Preprint)","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Preprint; Urinary system; Social media; Psychology; Medicine; Computer science; Internal medicine; World Wide Web","score_opus":0.08238947598726237,"score_gpt":0.41620966330090803,"score_spread":0.33382018731364566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408331338","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98729837,0.0008893769,0.0009440149,0.0011760991,0.0042898874,0.0010205156,0.000016762651,0.00024703617,0.0041179108],"genre_scores_gemma":[0.98809683,0.00047398958,0.009980308,0.000038635953,0.00071974547,0.0005903134,0.000061031176,0.000029651113,0.00000951663],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99598235,0.0016395568,0.0006665727,0.0008132481,0.0006056639,0.00029263023],"domain_scores_gemma":[0.99041325,0.0081969565,0.0005525409,0.00033501975,0.00029374118,0.00020849958],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010619921,0.00027782886,0.00079002,0.0007681262,0.0004318986,0.00013945937,0.0002319123,0.00046560718,0.0002738148],"category_scores_gemma":[0.0015430563,0.0002595904,0.00021027733,0.0018579896,0.00038848858,0.00009645751,0.00062252884,0.0007632351,0.0000059022204],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002594518,0.0005552321,0.10423963,0.0005294253,0.00251572,0.000006199316,0.7266245,0.0003032388,0.000038156417,0.00650398,0.00008643351,0.15857153],"study_design_scores_gemma":[0.00007800389,0.00005709711,0.9311593,0.00044486776,0.0024936744,4.1785947e-7,0.033248354,0.00071219925,0.000059266415,0.0305881,0.0007247333,0.00043394408],"about_ca_topic_score_codex":0.060477916,"about_ca_topic_score_gemma":0.022782223,"teacher_disagreement_score":0.82691973,"about_ca_system_score_codex":0.00052030094,"about_ca_system_score_gemma":0.0008183377,"threshold_uncertainty_score":0.99998564},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W4408346890","doi":"10.2196/60649","title":"Exploring the Views of Young People, Including Those With a History of Self-Harm, on the Use of Their Routinely Generated Data for Mental Health Research: Web-Based Cross-Sectional Survey Study","year":2025,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mental health; Public health; Harm; Medicine; Epidemiology; Cross-sectional study; Psychology; Gerontology; Psychiatry; Nursing; Social psychology","score_opus":0.8252935572970119,"score_gpt":0.5598273607405897,"score_spread":0.26546619655642223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408346890","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98087955,0.0003332713,0.000008871942,0.005328113,0.002550497,0.010080186,0.0007268745,0.000032588418,0.00006005232],"genre_scores_gemma":[0.99636304,0.0003423845,0.0002452719,0.00039886395,0.0001730242,0.0021321224,0.00024969477,0.000020207219,0.00007539209],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9917667,0.0051483894,0.00095731305,0.00044077545,0.0011204012,0.0005664562],"domain_scores_gemma":[0.9920215,0.005872229,0.00080144755,0.0006739141,0.00047893633,0.00015194569],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.019338915,0.00016278416,0.00043172672,0.00022846114,0.0017271858,0.000035697336,0.0007592987,0.000049950988,0.0000138457945],"category_scores_gemma":[0.00129609,0.000107663844,0.000055630666,0.0012549001,0.00048051108,0.0002977417,0.000173353,0.000362254,6.142688e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00086255796,0.0016860182,0.76701397,0.0004523395,0.000060096478,4.1016094e-8,0.21631496,0.000013173801,0.000049527378,0.000610052,0.011507819,0.0014294591],"study_design_scores_gemma":[0.0010824174,0.00094646454,0.94654906,0.00022426859,0.0000041874687,1.4922146e-7,0.038373865,0.00060019403,0.000041990097,0.000008104818,0.012082213,0.000087082924],"about_ca_topic_score_codex":0.08590615,"about_ca_topic_score_gemma":0.10020817,"teacher_disagreement_score":0.1795351,"about_ca_system_score_codex":0.0039401585,"about_ca_system_score_gemma":0.011847735,"threshold_uncertainty_score":0.99988353},"labels":[],"label_agreement":null},{"id":"W4408428146","doi":"10.3171/2025.2.jns242732","title":"Navigating the digital frontier: reflecting on a decade of social media in neurosurgery","year":2025,"lang":"en","type":"article","venue":"Journal of neurosurgery","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children; McGill University","funders":"","keywords":"Medicine; Social media; Frontier; Neurosurgery; Medical physics; Optometry; Surgery; World Wide Web; Archaeology","score_opus":0.12879174258827197,"score_gpt":0.4428211787887725,"score_spread":0.3140294362005005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408428146","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.969497,0.00016550442,0.0000060208486,0.014596347,0.014148633,0.00019932222,0.0000025957743,0.000013154649,0.0013713874],"genre_scores_gemma":[0.99761736,0.00011689292,0.000022033359,0.00067367917,0.0015265109,0.00001554504,5.115493e-7,0.000013365287,0.000014095745],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99698687,0.00070030417,0.0010876055,0.00014366183,0.00071913766,0.00036244516],"domain_scores_gemma":[0.9806081,0.017900733,0.0010625466,0.00010745271,0.00023220773,0.00008897163],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0028478152,0.000112150105,0.00039456683,0.00028095348,0.00040653575,0.00010115777,0.00030630798,0.00012507282,0.000009705001],"category_scores_gemma":[0.04252966,0.00009463214,0.00021385288,0.0016293452,0.00026453746,0.00029301306,0.00003287827,0.0010788527,0.0000015767097],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029593005,0.00038545442,0.55899197,0.00008393988,0.000029859484,0.00007166866,0.09452031,0.000041181982,0.0008660006,0.0020008923,0.007874417,0.33483836],"study_design_scores_gemma":[0.00057590473,0.00009083701,0.923713,0.0010836149,0.00004104751,0.000013008501,0.025794014,0.000021127362,0.00070680294,0.003285168,0.044419054,0.0002563891],"about_ca_topic_score_codex":0.00010316215,"about_ca_topic_score_gemma":0.00010513524,"teacher_disagreement_score":0.36472106,"about_ca_system_score_codex":0.00020441436,"about_ca_system_score_gemma":0.0010314123,"threshold_uncertainty_score":0.9655355},"labels":[],"label_agreement":null},{"id":"W4408576155","doi":"10.2196/64497","title":"Investigating Social Network Peer Effects on HIV Care Engagement Using a Fuzzy-Like Matching Approach: Cross-Sectional Secondary Analysis of the N2 Cohort Study","year":2025,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Minority Health and Health Disparities; Eunice Kennedy Shriver National Institute of Child Health and Human Development; Centers for Disease Control and Prevention; National Institute on Drug Abuse; National Institute of Mental Health; National Institute on Alcohol Abuse and Alcoholism; National Institute of Allergy and Infectious Diseases","keywords":"Preprint; Fuzzy logic; Human immunodeficiency virus (HIV); Matching (statistics); Cohort; Peer review; Psychology; Environmental health; Computer science; Medicine; Virology; Political science; Artificial intelligence; World Wide Web","score_opus":0.08819868683053018,"score_gpt":0.4124631779246499,"score_spread":0.32426449109411976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408576155","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98813224,0.00025581324,0.000077702054,0.0037253012,0.002493399,0.0030833702,0.000017041993,0.000052824675,0.0021623012],"genre_scores_gemma":[0.9963848,0.000011416241,0.00022347883,0.0017396252,0.00083259057,0.0006959592,0.00004776492,0.000010554397,0.000053816817],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9941578,0.0033106476,0.0005769421,0.00043455747,0.00090429786,0.0006157907],"domain_scores_gemma":[0.99670273,0.0019867553,0.0004313307,0.00021777725,0.00039411848,0.00026728306],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.008103303,0.00015196952,0.00046770138,0.00021483933,0.0035532948,0.00019365385,0.00025470223,0.00013857556,0.0000089637115],"category_scores_gemma":[0.002244623,0.00013743209,0.00010980572,0.002596167,0.00026163599,0.00012344723,0.000093525865,0.0005071619,4.3170925e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000056669614,0.00006947526,0.9185272,0.00025394844,0.00013106466,7.6323246e-8,0.07561894,0.00018201029,2.760211e-7,0.0012465917,0.00032769618,0.0036370498],"study_design_scores_gemma":[0.00026091025,0.000028818105,0.9762354,0.000014654066,0.000009235896,5.5813857e-8,0.019804053,0.00020957383,5.0558352e-8,0.000119793185,0.0032210082,0.00009644787],"about_ca_topic_score_codex":0.0046664253,"about_ca_topic_score_gemma":0.0033496271,"teacher_disagreement_score":0.057708193,"about_ca_system_score_codex":0.0007761633,"about_ca_system_score_gemma":0.0035879205,"threshold_uncertainty_score":0.99774396},"labels":[],"label_agreement":null},{"id":"W4408581895","doi":"10.1177/14604582251327093","title":"Unveiling patient-centric interactions in virtual consultation: A comprehensive text mining approach","year":2025,"lang":"en","type":"article","venue":"Health Informatics Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland; Saint Mary's University","funders":"","keywords":"Latent Dirichlet allocation; Virtual patient; Empathy; Competence (human resources); Psychology; Health care; Topic model; Computer science; Knowledge management; Applied psychology; Medical education; Medicine; Artificial intelligence; Social psychology","score_opus":0.11400080086298799,"score_gpt":0.4296252734956667,"score_spread":0.31562447263267873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408581895","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91407293,0.001244636,0.012468167,0.015072181,0.018117012,0.0027505346,0.0000084532385,0.00010170798,0.036164377],"genre_scores_gemma":[0.97121525,0.0013418087,0.020374736,0.0060473843,0.00064280775,0.00022368104,0.000018840916,0.000012140347,0.00012336529],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99707425,0.00045665423,0.0014263205,0.00007846975,0.00043463416,0.0005296528],"domain_scores_gemma":[0.99604934,0.0023006576,0.00080666185,0.0000927287,0.00045079208,0.00029979917],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0012810813,0.00010633326,0.0002457372,0.000639509,0.001392392,0.00016258865,0.00016785935,0.00007378172,0.00006126091],"category_scores_gemma":[0.003786938,0.000115057286,0.000043735414,0.0014491536,0.0001261117,0.0006009659,0.000027067668,0.0006593365,0.000028878358],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029369128,0.00014795962,0.0076626646,0.00019662456,0.000015787571,0.0000010267689,0.7126138,0.001161922,3.613931e-7,0.006664192,0.0063136276,0.26519263],"study_design_scores_gemma":[0.0010285629,0.000080990125,0.0081490325,0.00048844883,0.000008124395,0.000020662254,0.7111229,0.008658312,0.0000015141459,0.00029863534,0.26998824,0.00015459232],"about_ca_topic_score_codex":0.0006352105,"about_ca_topic_score_gemma":0.00031751415,"teacher_disagreement_score":0.26503804,"about_ca_system_score_codex":0.0014285923,"about_ca_system_score_gemma":0.0041975686,"threshold_uncertainty_score":0.9999077},"labels":[],"label_agreement":null},{"id":"W4408611221","doi":"10.2196/55065","title":"Evolutionary Trend of Dental Health Care Information on Chinese Social Media Platforms During 2018-2022: Retrospective Observational Study","year":2025,"lang":"en","type":"article","venue":"JMIR Infodemiology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Observational study; Social media; Health care; Medicine; Computer science; Political science; World Wide Web; Internal medicine","score_opus":0.09378835655950889,"score_gpt":0.44839881311538204,"score_spread":0.35461045655587314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408611221","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9902727,0.00010125348,0.0000062687104,0.0024133725,0.0037806423,0.0016714863,0.00007024955,0.00007630538,0.0016076913],"genre_scores_gemma":[0.997547,0.000029178953,0.00010155117,0.00046848037,0.00070320006,0.000940031,0.0001938287,0.000005323858,0.000011459909],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979411,0.0002881746,0.0007467023,0.00019777636,0.0004546867,0.00037158467],"domain_scores_gemma":[0.9976866,0.001344745,0.00050629,0.00013859909,0.00023057974,0.00009317387],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00075682247,0.00014191847,0.00038187575,0.00033064088,0.000882506,0.000011275898,0.0002432257,0.00025477158,0.000050087117],"category_scores_gemma":[0.0036151318,0.00013944252,0.00007877106,0.00080385787,0.00029188654,0.00046281933,0.00007775095,0.00035206854,0.00001162434],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010093458,0.000106091175,0.7761765,0.000044084813,0.000015717042,1.2947518e-7,0.20504022,0.000015016432,0.0000013749049,0.016378224,0.0008862929,0.0012354292],"study_design_scores_gemma":[0.0005743168,0.000118568154,0.92612773,0.000019212315,0.0000050125245,1.8383466e-7,0.06933207,0.000010192976,0.0000011378008,0.003328464,0.0003968541,0.000086261905],"about_ca_topic_score_codex":0.0020794126,"about_ca_topic_score_gemma":0.009008081,"teacher_disagreement_score":0.14995123,"about_ca_system_score_codex":0.0021630109,"about_ca_system_score_gemma":0.0012887106,"threshold_uncertainty_score":0.67876124},"labels":[],"label_agreement":null},{"id":"W4408612519","doi":"10.2196/60528","title":"Natural Language Processing and Machine Learning Techniques for Analyzing Conversations About Nutritional Yeasts in the United States and France: Retrospective Social Media Listening Study","year":2025,"lang":"en","type":"article","venue":"JMIR Infodemiology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Computer science; Natural (archaeology); Social media; Natural language processing; Artificial intelligence; World Wide Web; History; Archaeology","score_opus":0.04008932125801526,"score_gpt":0.4221914162729474,"score_spread":0.3821020950149321,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408612519","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99263674,0.0010103442,0.00014479308,0.004512725,0.00021211841,0.0013525197,0.0000075607727,0.000057304478,0.00006590994],"genre_scores_gemma":[0.99733406,0.0001069628,0.0005831687,0.00037924713,0.00027075573,0.0012524812,0.000059719798,0.0000043093432,0.000009276367],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998749,0.0005512603,0.00022272114,0.00016925302,0.00010194391,0.00020583166],"domain_scores_gemma":[0.9963333,0.003328486,0.00012934883,0.000034823883,0.00014909841,0.000024915473],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014219212,0.00007551847,0.0001789168,0.00020406251,0.0008394934,0.00004375209,0.0000926117,0.00011815318,0.0000026731416],"category_scores_gemma":[0.0040882602,0.0000670571,0.000017158189,0.0005278058,0.0003547574,0.00010682444,0.000028343027,0.00038364864,1.0141954e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001604485,0.000025551804,0.6936611,0.0000294958,0.0000046601604,2.9813665e-7,0.29957563,0.000001321688,0.00000727629,0.001901267,0.000021484226,0.004755874],"study_design_scores_gemma":[0.00034366094,0.000032296386,0.878017,0.00004228722,0.000012841887,2.889363e-7,0.11739187,0.0010162904,0.0000017063485,0.0022840567,0.000791697,0.000066011366],"about_ca_topic_score_codex":0.0027599349,"about_ca_topic_score_gemma":0.0034079773,"teacher_disagreement_score":0.18435588,"about_ca_system_score_codex":0.0001280674,"about_ca_system_score_gemma":0.00013299595,"threshold_uncertainty_score":0.64567894},"labels":[],"label_agreement":null},{"id":"W4408682508","doi":"10.2196/60893","title":"A Comprehensive Analysis of Online Patient Educational Materials for Lichen Sclerosus (Preprint)","year":2024,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Lichen sclerosus; Dermatology; Medicine; Computer science; World Wide Web","score_opus":0.09063819029688183,"score_gpt":0.4410134675278827,"score_spread":0.3503752772310008,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408682508","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9767343,0.00042003044,0.00005538372,0.017072491,0.0038392777,0.0015090225,0.0001269787,0.000052926585,0.00018962886],"genre_scores_gemma":[0.996245,0.00006623878,0.0008931946,0.00028074326,0.00037145588,0.0019497953,0.0001638903,0.000009839924,0.00001981373],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9986503,0.0002445984,0.00041614313,0.00022805785,0.00022238791,0.00023847885],"domain_scores_gemma":[0.99639946,0.0028149711,0.00013898019,0.00014441746,0.00041563186,0.00008653519],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001676975,0.000078032775,0.00031542726,0.00032371527,0.00014071605,0.000028383407,0.00014300432,0.00014482845,0.0004888497],"category_scores_gemma":[0.0009021605,0.00008275432,0.00010436706,0.00078887306,0.00021807727,0.00007188009,0.000027336668,0.00006255006,0.000026408421],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020073814,0.001343168,0.07203594,0.002555538,0.0028185728,0.000008614615,0.4848183,0.00013655245,0.00971271,0.33073395,0.03462819,0.06100771],"study_design_scores_gemma":[0.00044640957,0.00012452072,0.47963145,0.00019518823,0.0008443795,0.000011022683,0.024106666,0.0007556943,0.0040036947,0.013024662,0.4763814,0.00047490635],"about_ca_topic_score_codex":0.0016010624,"about_ca_topic_score_gemma":0.0008202217,"teacher_disagreement_score":0.46071166,"about_ca_system_score_codex":0.00024182681,"about_ca_system_score_gemma":0.0011645308,"threshold_uncertainty_score":0.5352562},"labels":[],"label_agreement":null},{"id":"W4408693386","doi":"10.2196/55313","title":"Creation of the ECHO Idaho Podcast: Tutorial and Pilot Assessment","year":2025,"lang":"en","type":"article","venue":"JMIR Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Health care; Competence (human resources); Echo (communications protocol); Psychology; Medical education; RSS; Nursing; Medicine; Computer science; Political science; World Wide Web; Social psychology","score_opus":0.03660864131910737,"score_gpt":0.4825276814921058,"score_spread":0.44591904017299844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408693386","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8424682,0.00020806002,0.00008217172,0.0765461,0.033629216,0.0020678139,0.0000014628253,0.000043983153,0.044953],"genre_scores_gemma":[0.99539894,0.0001163448,0.00021210968,0.0008542575,0.0021760229,0.00080867804,0.0000058262435,0.000004268364,0.00042356504],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9983801,0.00037755506,0.0002674968,0.00014928557,0.00067338103,0.00015215663],"domain_scores_gemma":[0.9985473,0.00080819335,0.00014299611,0.00015247679,0.00019772092,0.00015132045],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010626173,0.000060025835,0.00010863044,0.000073480434,0.00035196453,0.000027905275,0.00019691625,0.0001401199,0.0002488443],"category_scores_gemma":[0.007811721,0.000049580096,0.000025220801,0.00052655506,0.00036934717,0.00010326519,0.000031531847,0.0001948593,0.000002844095],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003202969,0.0011141638,0.22004546,0.00017845865,0.000016816144,6.444469e-8,0.05221345,2.2917536e-7,0.00010739212,0.24930488,0.014068945,0.4629181],"study_design_scores_gemma":[0.00035341043,0.000056314315,0.8480868,0.00027954078,0.000025782223,2.652149e-7,0.010965184,0.000031033367,0.000045950284,0.011248554,0.12882628,0.00008091765],"about_ca_topic_score_codex":0.0045908308,"about_ca_topic_score_gemma":0.00090851984,"teacher_disagreement_score":0.6280413,"about_ca_system_score_codex":0.0003492465,"about_ca_system_score_gemma":0.009491771,"threshold_uncertainty_score":0.9961235},"labels":[],"label_agreement":null},{"id":"W4408785698","doi":"10.2196/57812","title":"Ethical Use of Social Media and Sharing of Patient Information by Medical Students at a University Hospital in Saudi Arabia: Cross-Sectional Survey","year":2025,"lang":"en","type":"article","venue":"JMIR Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Permission; Social media; Medical education; Computer-assisted web interviewing; Cross-sectional study; Family medicine; Psychology; Medicine; Political science","score_opus":0.037702313480724434,"score_gpt":0.4162146692084322,"score_spread":0.37851235572770775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408785698","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9905606,0.000033873846,0.000009801262,0.005684203,0.0028947021,0.0006272959,0.00002100151,0.00001543712,0.00015307585],"genre_scores_gemma":[0.9990727,0.000116709074,0.000026440806,0.00039654502,0.00013346753,0.00007008795,0.00014993198,0.000003536755,0.000030595733],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963662,0.0005432598,0.00060290046,0.00019704456,0.0020738516,0.0002167698],"domain_scores_gemma":[0.99607766,0.002801328,0.0003049193,0.00008534274,0.00044502525,0.0002857496],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0027709212,0.00008580265,0.00021201956,0.00021670586,0.0002510645,0.000037572827,0.00033275803,0.0007711957,0.0002827098],"category_scores_gemma":[0.03602393,0.000098537515,0.000036861973,0.0007172923,0.0007928101,0.000390699,0.00017116577,0.00052270386,0.0000030531637],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006380616,0.0004841264,0.94372207,0.00007627781,0.000008651091,1.678899e-7,0.04350591,1.4023819e-7,9.6716e-7,0.0033406487,0.0025565566,0.0062406687],"study_design_scores_gemma":[0.00042482367,0.000027091868,0.9895998,0.00009384729,0.0000039545475,1.6462113e-7,0.0032286332,0.00002180861,0.0000048984634,0.00021888745,0.006306168,0.0000699277],"about_ca_topic_score_codex":0.007990113,"about_ca_topic_score_gemma":0.0059461794,"teacher_disagreement_score":0.045877717,"about_ca_system_score_codex":0.00076357176,"about_ca_system_score_gemma":0.0037584058,"threshold_uncertainty_score":0.99861574},"labels":[],"label_agreement":null},{"id":"W4408840184","doi":"10.63485/10yyh-h0d30","title":"CCAHTE Journal converting to OA","year":2007,"lang":"en","type":"preprint","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; History","score_opus":0.23973030179203988,"score_gpt":0.5077902983362301,"score_spread":0.2680599965441902,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408840184","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.54698235,0.000535581,0.005697926,0.07862416,0.12736963,0.003450316,0.0000030372457,0.00034360745,0.23699339],"genre_scores_gemma":[0.89518,0.0008836707,0.03208873,0.011720337,0.05543123,0.0005975614,0.0000107928245,0.00008048298,0.004007213],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977336,0.00028482394,0.00045854982,0.00024496598,0.0007139169,0.00056417834],"domain_scores_gemma":[0.99711514,0.0013107997,0.0002795499,0.00017322577,0.000448806,0.0006724746],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004346602,0.00012135414,0.00021505909,0.00020713007,0.0007436886,0.00019596519,0.000480376,0.00042549055,0.001245233],"category_scores_gemma":[0.010273238,0.00012899953,0.0000882386,0.0002859149,0.00010754604,0.0000744259,0.00017264378,0.00094507687,0.00038249508],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022874163,0.000102295664,0.045298677,0.00013701798,0.000043433007,0.000013733229,0.44014913,0.0000355555,0.00001971162,0.019035036,0.03805052,0.45709202],"study_design_scores_gemma":[0.00015036977,0.000036390436,0.023803556,0.0002639165,0.00003082721,0.000002531648,0.03825533,0.000017769107,0.00010945141,0.015904972,0.9209152,0.0005096906],"about_ca_topic_score_codex":0.016025659,"about_ca_topic_score_gemma":0.0040378557,"teacher_disagreement_score":0.88286465,"about_ca_system_score_codex":0.0010548298,"about_ca_system_score_gemma":0.0022551543,"threshold_uncertainty_score":0.99966776},"labels":[],"label_agreement":null},{"id":"W4409049387","doi":"10.2196/72540","title":"Authors’ Reply: The Importance of Comparing New Technologies (AI) to Existing Tools for Patient Education on Common Dermatologic Conditions: A Commentary","year":2025,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Dermatology; Medical education; Engineering ethics; Engineering","score_opus":0.1307924287400495,"score_gpt":0.46656583868605356,"score_spread":0.335773409946004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409049387","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.63746965,0.0004111276,0.00012800678,0.35342643,0.0025173975,0.003977737,0.000008044238,0.00019331972,0.0018682653],"genre_scores_gemma":[0.96526575,0.000024476705,0.0010522491,0.028449347,0.00008377521,0.005056322,0.000038742084,0.000008239257,0.00002111388],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983342,0.0003138332,0.00058415206,0.00024981916,0.00016312664,0.0003548249],"domain_scores_gemma":[0.9950602,0.0040148688,0.00032929334,0.00035658127,0.00016850556,0.00007055233],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028908407,0.00012396638,0.00033327774,0.00020802802,0.0007740319,0.00004827168,0.00041363205,0.00018041956,0.000009204903],"category_scores_gemma":[0.004329561,0.0001122387,0.000059733236,0.0006264981,0.0003194163,0.000142206,0.00008083336,0.00023119315,0.0000065618988],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054138207,0.00019796006,0.3608201,0.0001458257,0.000021088037,0.0000011281741,0.01829993,0.000010689356,0.000016230815,0.21332416,0.35006896,0.0570398],"study_design_scores_gemma":[0.00036611265,0.00012315277,0.0431257,0.00047418816,0.000043390355,0.00001345471,0.09736439,0.00009186189,0.0018860099,0.08467934,0.77156013,0.0002722733],"about_ca_topic_score_codex":0.0014886867,"about_ca_topic_score_gemma":0.0018269524,"teacher_disagreement_score":0.42149118,"about_ca_system_score_codex":0.00039271795,"about_ca_system_score_gemma":0.00096634735,"threshold_uncertainty_score":0.5953306},"labels":[],"label_agreement":null},{"id":"W4409049416","doi":"10.2196/71768","title":"The Importance of Comparing New Technologies (AI) to Existing Tools for Patient Education on Common Dermatologic Conditions: A Commentary","year":2025,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Medicine; Dermatology; Psychology; Data science","score_opus":0.11049199120914335,"score_gpt":0.4614300520124187,"score_spread":0.3509380608032754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409049416","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.71930474,0.0007644504,0.00010585654,0.2703864,0.002709411,0.0039694672,0.000006893827,0.00017603506,0.0025767449],"genre_scores_gemma":[0.98276424,0.000055192944,0.00074816344,0.011445222,0.000065219865,0.0048711486,0.0000278048,0.000006675051,0.0000163475],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986091,0.00021572685,0.00050043466,0.00019146319,0.00013942813,0.00034379796],"domain_scores_gemma":[0.9940511,0.0052008517,0.0002623411,0.0002629926,0.0001609287,0.00006179504],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020183301,0.00010461993,0.0002706436,0.00015505217,0.00096487167,0.000052368345,0.00036482164,0.00015871752,0.000004106072],"category_scores_gemma":[0.0034496903,0.00009489924,0.000048697362,0.00047649548,0.00030943216,0.00012176592,0.00006466281,0.00016823549,0.0000059084705],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059714588,0.00016245611,0.32144976,0.00011442285,0.000018906994,7.5717855e-7,0.009475241,0.000007540162,0.000014305273,0.31430817,0.23065121,0.12373751],"study_design_scores_gemma":[0.0003445755,0.00010574845,0.032130796,0.00034572126,0.000026271666,0.0000074231157,0.07938563,0.00006639924,0.0016791775,0.08454097,0.80114645,0.0002208659],"about_ca_topic_score_codex":0.0007607891,"about_ca_topic_score_gemma":0.0029341986,"teacher_disagreement_score":0.5704952,"about_ca_system_score_codex":0.0003394186,"about_ca_system_score_gemma":0.0008377968,"threshold_uncertainty_score":0.742111},"labels":[],"label_agreement":null},{"id":"W4409063471","doi":"10.1093/ced/llaf156","title":"Enhancing patient education on Mohs surgery: the role of large language models and social media","year":2025,"lang":"en","type":"article","venue":"Clinical and Experimental Dermatology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Transparency (behavior); Quality (philosophy); Patient education; Bridge (graph theory); Medicine; Empathy; Trustworthiness; Medical education; Computer science; Surgery; Nursing; Internet privacy","score_opus":0.0589409495749964,"score_gpt":0.44335964738268435,"score_spread":0.38441869780768795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409063471","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9877313,0.0033052957,0.000003421286,0.004539339,0.0023198293,0.00027804228,0.0000029374507,0.000014672601,0.0018051759],"genre_scores_gemma":[0.99815464,0.00016898033,0.000030953033,0.0012814222,0.00020842072,0.00013925634,0.000006775487,0.0000035870783,0.0000059405875],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.998769,0.00044948285,0.00035492308,0.00014898225,0.00010604015,0.00017159652],"domain_scores_gemma":[0.9960077,0.0037237932,0.00010887931,0.00006620498,0.000034091518,0.000059370064],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038183617,0.000060783124,0.00021534106,0.000043742628,0.0003502998,0.000011444037,0.000062496736,0.00014336655,0.000017474094],"category_scores_gemma":[0.0007913951,0.000049756072,0.000042327603,0.00009480863,0.0004918379,0.000057491303,0.00004248986,0.00011529603,0.000002600217],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012979332,0.0009151828,0.058257576,0.00006230713,0.000034534878,0.0000013019541,0.4610623,1.859813e-7,0.00046048046,0.32047498,0.0023197716,0.15628158],"study_design_scores_gemma":[0.00055700366,0.00007886167,0.02523145,0.00013063663,0.000042900476,0.000004245745,0.8694797,0.00014490791,0.03225199,0.03137631,0.04042736,0.00027463227],"about_ca_topic_score_codex":0.0005606827,"about_ca_topic_score_gemma":0.00030629116,"teacher_disagreement_score":0.4084174,"about_ca_system_score_codex":0.00003323624,"about_ca_system_score_gemma":0.00035350045,"threshold_uncertainty_score":0.2694258},"labels":[],"label_agreement":null},{"id":"W4409080195","doi":"10.2196/59481","title":"Research Dissemination Strategies in Pediatric Emergency Care Using a Professional Twitter (X) Account: A Mixed Methods Developmental Study of a Logic Model Framework","year":2025,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Psychology; Medicine; Medical education; Computer science; World Wide Web","score_opus":0.35084907544047145,"score_gpt":0.6631646121419408,"score_spread":0.31231553670146933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409080195","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9891469,0.0003067331,0.0011417882,0.0005006357,0.0011484555,0.0041500456,0.0000034585844,0.00001896707,0.0035830121],"genre_scores_gemma":[0.9889822,0.0001437544,0.0068717124,0.000004826938,0.00016690286,0.0037436492,0.0000064948354,0.000010769877,0.00006966429],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9901104,0.0060281134,0.000648213,0.00032147774,0.0020743476,0.00081747345],"domain_scores_gemma":[0.9922665,0.0050613023,0.00014177123,0.0001710391,0.0022512702,0.00010813341],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.011899799,0.00012320462,0.00024933854,0.001775016,0.001316082,0.00008043884,0.00053326646,0.00027676983,0.00007203213],"category_scores_gemma":[0.0048436886,0.000116064606,0.000037169913,0.006427819,0.00030486076,0.00072741177,0.00030965818,0.0013664076,0.000007652949],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006528864,0.0008160448,0.059014387,0.0004426972,0.000009812145,7.4993966e-7,0.92181855,0.000053248652,0.000057754518,0.008275921,0.00055087416,0.00889464],"study_design_scores_gemma":[0.00016272448,0.0000937115,0.20338826,0.0001532223,0.0000034320963,4.7520928e-8,0.77161384,0.0010235925,0.00003517228,0.023405181,0.00003731447,0.000083515144],"about_ca_topic_score_codex":0.002343287,"about_ca_topic_score_gemma":0.0024596024,"teacher_disagreement_score":0.15020475,"about_ca_system_score_codex":0.0019713906,"about_ca_system_score_gemma":0.0051969164,"threshold_uncertainty_score":0.9999841},"labels":[],"label_agreement":null},{"id":"W4409198993","doi":"10.2196/66436","title":"Augmenting Engagement in Decentralized Clinical Trials for Atrial Fibrillation: Development and Implementation of a Programmatic Architecture","year":2025,"lang":"en","type":"article","venue":"JMIR Cardio","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute","keywords":"Augment; Preprint; Diversity (politics); Atrial fibrillation; Medicine; Psychology; Political science; Computer science; World Wide Web; Internal medicine","score_opus":0.30246281150506205,"score_gpt":0.5758440889203196,"score_spread":0.27338127741525753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409198993","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9840066,0.0005158335,0.0012455106,0.0020235379,0.0023150835,0.009724035,0.000003619386,0.000026123598,0.00013965504],"genre_scores_gemma":[0.9799073,0.00017124075,0.01677373,0.00003806251,0.0011939681,0.0018673417,0.000024900493,0.000007352237,0.00001610739],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9965491,0.001743031,0.0010610453,0.00017860162,0.00023548477,0.00023270621],"domain_scores_gemma":[0.9944889,0.004950079,0.00033645728,0.000073013165,0.000091082075,0.000060450577],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012893786,0.00007057102,0.00040573813,0.00011753977,0.00020779537,0.000035732097,0.00006213231,0.0000933676,0.00001266472],"category_scores_gemma":[0.0061533297,0.00007117672,0.0001538407,0.00030242876,0.00006533716,0.000048847938,0.000022420882,0.00007938445,3.6404373e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006736822,0.000008528365,0.21849123,0.00016153484,0.000060675196,7.895933e-8,0.03312494,0.000008460578,0.0000036334477,0.0016760471,0.00007090152,0.7463266],"study_design_scores_gemma":[0.0054294122,0.000080106736,0.48595846,0.00023172592,0.00013896124,1.12413105e-7,0.027042804,0.000027816528,0.00015864785,0.002424632,0.47832698,0.00018032888],"about_ca_topic_score_codex":0.00039458228,"about_ca_topic_score_gemma":0.0014528478,"teacher_disagreement_score":0.74614626,"about_ca_system_score_codex":0.00020528969,"about_ca_system_score_gemma":0.001073045,"threshold_uncertainty_score":0.7366555},"labels":[],"label_agreement":null},{"id":"W4409262451","doi":"10.1371/journal.pdig.0000778","title":"Social media strategies used to translate knowledge and disseminate clinical neuroscience information to healthcare users: A systematic review","year":2025,"lang":"en","type":"review","venue":"PLOS Digital Health","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Dissemination; Social media; Health care; Knowledge translation; Information Dissemination; Psychology; Internet privacy; Computer science; World Wide Web; Knowledge management; Political science","score_opus":0.32976293324642303,"score_gpt":0.5579138347846784,"score_spread":0.22815090153825535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409262451","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000034578537,0.96472496,0.000018017838,0.013388144,0.002736294,0.01822207,0.00029928397,0.00019702039,0.0003796338],"genre_scores_gemma":[0.0003825306,0.99286646,0.000040071485,0.0021078733,0.00057685614,0.0038250503,0.00013458934,0.00003302117,0.000033551434],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9922571,0.002056495,0.003060112,0.00066656526,0.00094887783,0.001010814],"domain_scores_gemma":[0.9896622,0.0069809332,0.0011094316,0.00039113194,0.00039950135,0.0014568589],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0035258445,0.0004925625,0.0035741741,0.00047713146,0.00095554825,0.00070802635,0.00079200143,0.0004091265,0.000003678962],"category_scores_gemma":[0.020045608,0.0004501123,0.00032997198,0.0027548927,0.00026916212,0.0014846728,0.00011733984,0.0006540789,0.00014251223],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002137719,0.00005807332,0.000006445227,0.6388426,0.000008376936,4.1149713e-7,0.038559332,6.541346e-9,5.177229e-10,0.0016838566,0.0007319255,0.32010686],"study_design_scores_gemma":[0.0000748066,0.00015535858,0.000057745972,0.65171796,0.00024486842,0.0000013673642,0.004272522,5.7883625e-7,3.939381e-9,0.00013895422,0.34293732,0.00039851008],"about_ca_topic_score_codex":0.00030225597,"about_ca_topic_score_gemma":0.0019892189,"teacher_disagreement_score":0.3422054,"about_ca_system_score_codex":0.0009145508,"about_ca_system_score_gemma":0.013290048,"threshold_uncertainty_score":0.9997951},"labels":[],"label_agreement":null},{"id":"W4409319996","doi":"10.2196/65217","title":"The Quality of Dermatology Match Information on Social Media Platforms: Cross-Sectional Analysis","year":2025,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Cross-sectional study; Social media; Quality (philosophy); Dermatology; Computer science; Medicine; World Wide Web; Physics; Pathology","score_opus":0.11128949339961784,"score_gpt":0.4839068981470176,"score_spread":0.37261740474739974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409319996","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97869265,0.00006176947,0.00014610002,0.010545667,0.003926485,0.0006667758,0.000017186201,0.00007657387,0.0058668093],"genre_scores_gemma":[0.99849415,0.000066482586,0.00004330877,0.00046271182,0.00018051866,0.00066567236,0.000058150916,0.0000038867447,0.000025120551],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99744225,0.0004878963,0.0009869159,0.00016225263,0.00048466714,0.0004360403],"domain_scores_gemma":[0.9911189,0.007620208,0.00055468053,0.00020393182,0.00042921753,0.00007303703],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00081113423,0.00011612186,0.00039288637,0.0004046015,0.0014836583,0.0000705302,0.0004018676,0.00047536107,0.00008203374],"category_scores_gemma":[0.0041851983,0.00010085347,0.00018179417,0.0015309572,0.001047945,0.0003127962,0.000045270495,0.0002819305,0.00006493312],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008846516,0.000036753583,0.66059226,0.000057248926,0.00011979812,5.261941e-7,0.01799863,0.000005397297,0.0000017930284,0.31658,0.0017281258,0.002791007],"study_design_scores_gemma":[0.00029434392,0.000003483165,0.9535681,0.0000035287771,0.00003111532,0.000002575276,0.005257099,0.000028642242,0.00005928409,0.011728656,0.028937297,0.00008584705],"about_ca_topic_score_codex":0.0011485482,"about_ca_topic_score_gemma":0.0050556553,"teacher_disagreement_score":0.30485135,"about_ca_system_score_codex":0.000326722,"about_ca_system_score_gemma":0.0009237685,"threshold_uncertainty_score":0.9998163},"labels":[],"label_agreement":null},{"id":"W4409428158","doi":"10.2196/66308","title":"Gender Differences in X (Formerly Twitter) Use, Influence, and Engagement Among Cardiologists From the Top U.S. News Best Hospitals","year":2025,"lang":"en","type":"article","venue":"JMIR Cardio","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Psychology; Computer science; World Wide Web","score_opus":0.11421123221285456,"score_gpt":0.38312912973969804,"score_spread":0.2689178975268435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409428158","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9892994,0.0009486412,0.0000123213795,0.0020954623,0.0022771729,0.0018523083,0.00001104335,0.000039224167,0.0034644087],"genre_scores_gemma":[0.99661046,0.0007087477,0.000063715386,0.0005502581,0.0005679933,0.0013947156,0.0000060845955,0.0000064725045,0.00009155568],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978893,0.00078648253,0.0002874037,0.00032158275,0.00034011147,0.00037514602],"domain_scores_gemma":[0.9970103,0.0024416193,0.000092796894,0.0002735499,0.00008786594,0.00009388675],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000859174,0.00013591372,0.00030421457,0.00008133451,0.0004804008,0.0001962253,0.00028619907,0.00017713905,0.000014670818],"category_scores_gemma":[0.0017912844,0.00010539362,0.000075838514,0.00047480332,0.00050130545,0.00030659093,0.00008049126,0.00030410456,0.000010056322],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000040660075,0.000011416909,0.9501371,0.000008594524,0.000032366614,0.0000012138833,0.039800715,0.0000026829891,0.000002072741,0.00056588545,0.00097574695,0.008458175],"study_design_scores_gemma":[0.00014475535,0.0000135560485,0.9545657,0.000046748668,0.000021940292,3.347711e-8,0.021747233,9.1170864e-7,0.0000017252581,0.0010963752,0.022252643,0.00010836898],"about_ca_topic_score_codex":0.07098261,"about_ca_topic_score_gemma":0.0063389814,"teacher_disagreement_score":0.06464364,"about_ca_system_score_codex":0.00023745421,"about_ca_system_score_gemma":0.00035484185,"threshold_uncertainty_score":0.9352038},"labels":[],"label_agreement":null},{"id":"W4409487036","doi":"10.1177/20552076251335717","title":"Breathing together: A global hashtag analysis of #LungHealth on platform X (formerly Twitter)","year":2025,"lang":"en","type":"article","venue":"Digital Health","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social media; Outreach; Context (archaeology); Popularity; Arabic; Scale (ratio); Medicine; Geography; Medical education; Political science; Computer science; World Wide Web; Cartography","score_opus":0.08769934658391276,"score_gpt":0.4482999126651819,"score_spread":0.3606005660812691,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409487036","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9062793,0.00042431115,0.00034216416,0.01681455,0.0026233145,0.0013153912,0.00018811678,0.00013971973,0.07187312],"genre_scores_gemma":[0.9959842,0.00014335016,0.00017121827,0.0031488661,0.00019888679,0.00009165459,0.00007272706,0.000007879282,0.00018124838],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9976677,0.00012169198,0.0006480443,0.00031520138,0.00059079024,0.00065659796],"domain_scores_gemma":[0.9977658,0.0010760046,0.00036551023,0.00027513155,0.00015834592,0.0003591993],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010832936,0.00014301346,0.0005005723,0.00036407835,0.00048919953,0.00010110935,0.00028330536,0.00014255484,0.000033461714],"category_scores_gemma":[0.0011654381,0.00014718312,0.0001725785,0.0033582319,0.00019353608,0.00035887217,0.000026407888,0.00017881706,0.00002166224],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008896178,0.00036618707,0.29919645,0.00027512875,0.00023632421,9.806171e-7,0.060938623,0.000021402335,2.0648156e-7,0.103140004,0.0021251221,0.5336106],"study_design_scores_gemma":[0.0009986609,0.0010227473,0.8017051,0.0007255922,0.0002642701,7.757259e-7,0.056669794,0.00029984376,0.000008156205,0.019252097,0.1185104,0.0005425269],"about_ca_topic_score_codex":0.036442067,"about_ca_topic_score_gemma":0.007838841,"teacher_disagreement_score":0.53306806,"about_ca_system_score_codex":0.0019243775,"about_ca_system_score_gemma":0.0035675736,"threshold_uncertainty_score":0.96997434},"labels":[],"label_agreement":null},{"id":"W4409487751","doi":"10.2196/65986","title":"Developing an Online Community Advisory Board (CAB) of Parents From Social Media to Co-Design an Human Papillomavirus Vaccine Intervention: Participatory Research Study","year":2025,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Cancer Institute","keywords":"Psychological intervention; Social media; Phone; Casual; Medical education; Intervention (counseling); Citizen journalism; Participatory action research; Psychology; Community-based participatory research; Public relations; Medicine; Nursing; Political science; Sociology; Computer science; World Wide Web","score_opus":0.7635883450287092,"score_gpt":0.6578167742305701,"score_spread":0.10577157079813915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409487751","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9932736,0.0000568104,0.00011310165,0.0013091663,0.00077441346,0.0039333194,0.00006737709,0.000078500416,0.0003937025],"genre_scores_gemma":[0.9959605,0.000021735656,0.00032833486,0.000053624142,0.0006253483,0.0028105683,0.00015217694,0.00002304946,0.000024672196],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.96310955,0.0320693,0.00094745157,0.00036162595,0.002442444,0.0010695984],"domain_scores_gemma":[0.9880478,0.008405419,0.00020072066,0.0005769126,0.002294247,0.00047493904],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.026087465,0.00018119853,0.00048909726,0.0010085726,0.005793797,0.00019780036,0.0014826197,0.00023588151,0.00020185376],"category_scores_gemma":[0.005968151,0.00019275943,0.00007046232,0.0026701228,0.0008706109,0.00077507226,0.0004631938,0.0018758865,0.000052503867],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032888644,0.004480108,0.057647783,0.00012400279,0.000062875566,0.0000017304807,0.89166033,9.843292e-7,0.00020697612,0.0029581354,0.0018742636,0.0406539],"study_design_scores_gemma":[0.0006874857,0.00086259213,0.5221648,0.00017505772,0.0000063391244,1.3876492e-8,0.4681847,0.000010790697,0.00032363262,0.006419476,0.0010480634,0.000117025156],"about_ca_topic_score_codex":0.050968945,"about_ca_topic_score_gemma":0.088454135,"teacher_disagreement_score":0.46451706,"about_ca_system_score_codex":0.0017417127,"about_ca_system_score_gemma":0.002017451,"threshold_uncertainty_score":0.9955005},"labels":[],"label_agreement":null},{"id":"W4409492466","doi":"10.1177/08445621251334928","title":"Social Media Use to Promote Nursing Scholarship","year":2025,"lang":"en","type":"editorial","venue":"Canadian Journal of Nursing Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Scholarship; Social media; Public relations; Leverage (statistics); Engineering ethics; Sociology; Public engagement; Political science; Computer science; Engineering","score_opus":0.39877456094456376,"score_gpt":0.5734850612536174,"score_spread":0.17471050030905366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409492466","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008878961,0.0010614396,0.0000069365215,0.03566321,0.94901526,0.0011487593,0.000090471185,0.00001807379,0.004116871],"genre_scores_gemma":[0.01263295,0.00014073815,0.0006931081,0.00004863405,0.9856336,0.000053216972,0.000039872462,0.000072551185,0.0006853247],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98957235,0.0029265461,0.0008384107,0.00042887346,0.0041812183,0.0020526228],"domain_scores_gemma":[0.9704708,0.016600844,0.00043594913,0.00032215109,0.008410216,0.0037600773],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.013264721,0.00025840566,0.0006408505,0.0034869919,0.0037699365,0.0013830181,0.0016496198,0.0017424952,0.000099953264],"category_scores_gemma":[0.26205087,0.0003108877,0.0001991403,0.0030856216,0.0016138783,0.00062955514,0.000016813701,0.0059446786,0.000044743058],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000035211815,0.000037605143,0.000094456795,0.000025695908,0.000011690439,0.000040108018,0.14992943,2.792893e-7,0.0000020755363,0.00069328136,0.69216967,0.15696049],"study_design_scores_gemma":[0.00021865711,0.00010469383,0.0016440031,0.009969085,0.000055480872,0.0000020011216,0.011069441,2.0354139e-7,0.000005406318,0.010811973,0.9658641,0.00025494338],"about_ca_topic_score_codex":0.032357503,"about_ca_topic_score_gemma":0.10426156,"teacher_disagreement_score":0.27369443,"about_ca_system_score_codex":0.024894547,"about_ca_system_score_gemma":0.11292275,"threshold_uncertainty_score":0.9999343},"labels":[],"label_agreement":null},{"id":"W4409563158","doi":"10.46799/adv.v3i1.353","title":"Bibliometric Analysis of Social Media Trends in Hospital Marketing","year":2025,"lang":"en","type":"article","venue":"Advances In Social Humanities Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social media; Bibliometrics; Social media marketing; Marketing; Sociology; Business; Library science; Computer science; World Wide Web","score_opus":0.19904606243499703,"score_gpt":0.5453019985949307,"score_spread":0.34625593615993366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409563158","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81912696,0.0034063926,0.0000033602732,0.0018667255,0.002080319,0.0004902088,0.000022944458,0.000037327194,0.17296576],"genre_scores_gemma":[0.9956525,0.0022785277,0.000058743994,0.000022328662,0.0009632284,0.00048830674,0.000028116203,0.000012224778,0.0004960101],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9939805,0.0024695564,0.0006779006,0.000359044,0.0015845075,0.00092844485],"domain_scores_gemma":[0.98520744,0.013756744,0.00018323079,0.00012538489,0.0006719613,0.0000552537],"candidate_categories":["metaresearch","bibliometrics"],"consensus_categories":["bibliometrics"],"category_scores_codex":[0.008505567,0.00012563536,0.0005314913,0.13151187,0.0012712891,0.000094338786,0.0006332521,0.00024985868,0.0008417751],"category_scores_gemma":[0.014773298,0.00015648616,0.00015435854,0.31441182,0.0018583742,0.0005931048,0.0001336295,0.0006696341,0.0000061711944],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007102513,0.0003298293,0.19170189,0.00010856175,0.000067083114,0.000003360435,0.2880435,0.000004154543,0.0000027546487,0.1000909,0.0007996542,0.4187773],"study_design_scores_gemma":[0.00024921997,0.000020333277,0.8050175,0.000034590637,0.000029475521,4.394239e-9,0.14140388,0.000008687778,0.0000035081252,0.0047419136,0.048370607,0.0001202994],"about_ca_topic_score_codex":0.00566892,"about_ca_topic_score_gemma":0.0778074,"teacher_disagreement_score":0.6133156,"about_ca_system_score_codex":0.0014049128,"about_ca_system_score_gemma":0.00061266095,"threshold_uncertainty_score":0.9935257},"labels":[{"model":"gemma","categories":["bibliometrics"],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["bibliometrics"],"domain":null,"study_design":"design_other","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"split"},{"id":"W4409591524","doi":"10.1080/17538068.2025.2491968","title":"Online community discourse on spinal cord injury research","year":2025,"lang":"en","type":"article","venue":"Journal of Communications In Healthcare","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"University of British Columbia; Government of Canada","keywords":"Spinal cord injury; Spinal cord; Medicine; Psychology; Sociology; Neuroscience","score_opus":0.5753932030460663,"score_gpt":0.6784588093249349,"score_spread":0.10306560627886852,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409591524","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6578417,0.0024533872,0.000008247932,0.3337008,0.0020757925,0.00073104247,0.000011568215,0.000015286494,0.003162214],"genre_scores_gemma":[0.98967254,0.0066710906,0.002010409,0.0010980301,0.00037028678,0.00010462383,0.000008117894,0.000009200597,0.000055729066],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9882408,0.009671582,0.0008849574,0.00008833769,0.00071174704,0.0004025971],"domain_scores_gemma":[0.98881996,0.00762834,0.00040062368,0.0012673029,0.0016699685,0.00021383545],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.011503611,0.000086638516,0.0002790215,0.0009637612,0.0021527123,0.00005075051,0.0021954637,0.00018823118,0.000012181679],"category_scores_gemma":[0.013465137,0.00009025191,0.00006894761,0.002166378,0.00097578444,0.00021059829,0.00021329644,0.0039259642,0.000007582979],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007627608,0.0027113343,0.115652554,0.00017476903,0.000019682597,0.0000021888134,0.027720729,0.0000035571663,0.000008062782,0.33718225,0.0033232002,0.5124389],"study_design_scores_gemma":[0.0006068056,0.0023851614,0.53818625,0.002935544,0.000016595573,0.000002498879,0.16553326,0.000018741637,0.000015564729,0.06551406,0.22459996,0.0001855673],"about_ca_topic_score_codex":0.03640444,"about_ca_topic_score_gemma":0.061370626,"teacher_disagreement_score":0.51225334,"about_ca_system_score_codex":0.0018221631,"about_ca_system_score_gemma":0.0043507367,"threshold_uncertainty_score":0.99914634},"labels":[],"label_agreement":null},{"id":"W4409810967","doi":"10.1093/jsxmed/qdaf068.090","title":"(101) CULTURALLY TAILORED SEXUAL HEALTH EDUCATION: EVALUATING A PODCAST’S REACH AMONG SOUTH ASIAN WOMEN","year":2025,"lang":"en","type":"article","venue":"The Journal of Sexual Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Reproductive health; Psychology; Gender studies; Medicine; Sociology; Demography; Population","score_opus":0.12456067789795171,"score_gpt":0.45964449900725673,"score_spread":0.335083821109305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409810967","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83790976,0.0016368538,0.00006806973,0.14784007,0.008585218,0.0009099989,0.0000010190511,0.000029735622,0.003019265],"genre_scores_gemma":[0.9859465,0.00013907434,0.000402705,0.0032907992,0.0077432785,0.00008505098,0.0000047878243,0.000015901942,0.0023719214],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9952599,0.0017125192,0.0010432756,0.00017361657,0.0012398999,0.0005708032],"domain_scores_gemma":[0.99561816,0.00150306,0.001246744,0.00025626886,0.0008946464,0.00048111612],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.011750422,0.00016978255,0.00047906712,0.00026644825,0.0010468552,0.000039345083,0.0006163247,0.00011670855,0.00020257388],"category_scores_gemma":[0.011279359,0.00011124377,0.000015667938,0.0011121186,0.000735618,0.00027628354,0.000039651644,0.0006867909,0.000009006494],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011286819,0.000101488986,0.005935456,0.00010999831,0.00005917058,9.168015e-7,0.7492024,0.0000059199892,0.00031852222,0.0006671683,0.01491095,0.22857517],"study_design_scores_gemma":[0.00072539743,0.0022331919,0.07239082,0.0004553968,0.000099293306,0.0000121097755,0.91056377,0.000011837573,0.000003342225,0.0015755905,0.0118106855,0.000118545206],"about_ca_topic_score_codex":0.00722855,"about_ca_topic_score_gemma":0.0011075519,"teacher_disagreement_score":0.22845663,"about_ca_system_score_codex":0.0014429741,"about_ca_system_score_gemma":0.0066355383,"threshold_uncertainty_score":0.9993824},"labels":[],"label_agreement":null},{"id":"W4409864430","doi":"10.1177/20552076251334734","title":"Social media use and adolescent oral health: A scoping review","year":2025,"lang":"en","type":"review","venue":"Digital Health","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"TD Bank","keywords":"Social media; Scopus; Psychological intervention; Health literacy; Grey literature; Medicine; MEDLINE; Descriptive statistics; Oral health; Systematic review; Literacy; Psychology; Medical education; Family medicine; Health care; Nursing; Political science","score_opus":0.49573425229632084,"score_gpt":0.5719478048699805,"score_spread":0.07621355257365969,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409864430","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[5.7959085e-7,0.9742905,0.0000050877957,0.011785681,0.0035381343,0.009655079,0.00020788549,0.00015318644,0.00036389357],"genre_scores_gemma":[0.0000013714924,0.9917656,0.0000736801,0.0050007766,0.0015936716,0.0009959212,0.0004525406,0.000044416793,0.000072021176],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.994353,0.0015568794,0.0015840494,0.0006616878,0.0007355103,0.0011088526],"domain_scores_gemma":[0.9917395,0.0057082386,0.0012285458,0.00027047764,0.00017650505,0.0008766989],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002329703,0.00041783054,0.0028710898,0.00024474415,0.001261772,0.00037601843,0.00034647022,0.00034886744,0.000018409968],"category_scores_gemma":[0.012211429,0.00042084337,0.000302251,0.0012586006,0.0003368749,0.0005467684,0.000118831995,0.0006597826,0.000042838245],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[7.1988023e-7,0.000037758426,0.000015359472,0.30209264,0.0000060448106,4.92664e-7,0.002014371,3.7525472e-10,6.4930904e-12,0.0008342115,0.014186313,0.68081206],"study_design_scores_gemma":[0.000043030886,0.000016586078,0.000032641376,0.4108508,0.000027892322,8.7457886e-7,0.00013995629,1.34829e-8,1.8167674e-10,0.00006411661,0.5886625,0.00016156927],"about_ca_topic_score_codex":0.0016297911,"about_ca_topic_score_gemma":0.00373906,"teacher_disagreement_score":0.68065053,"about_ca_system_score_codex":0.0020214024,"about_ca_system_score_gemma":0.0292755,"threshold_uncertainty_score":0.99982435},"labels":[],"label_agreement":null},{"id":"W4410119983","doi":"10.1016/j.cjcpc.2025.04.008","title":"Proof-of-Concept of Online-Only Enrollment for Collecting Longitudinal Patient-Reported Outcomes in Young Individuals With Congenital Heart Disease","year":2025,"lang":"en","type":"article","venue":"CJC Pediatric and Congenital Heart Disease","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke","funders":"Fonds de Recherche du Québec - Santé; Fondation des Etoiles; Fonds de recherche du Québec","keywords":"Disease; Medicine; Heart disease; Proof of concept; Longitudinal study; Gerontology; Psychology; Pediatrics; Internal medicine; Computer science; Pathology","score_opus":0.0388933092528147,"score_gpt":0.35313363615865945,"score_spread":0.31424032690584475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410119983","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9904968,0.0025848642,0.000024821713,0.0016426588,0.0009820822,0.0037507445,0.0003965723,0.0000325342,0.00008892479],"genre_scores_gemma":[0.99817944,0.000017787752,0.00031566198,0.00014361719,0.00027382665,0.0008753793,0.000056253302,0.000016770016,0.00012125311],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99763966,0.00019503104,0.00074234843,0.00041913523,0.0005276217,0.00047623515],"domain_scores_gemma":[0.9971257,0.0014041178,0.00028730283,0.00019377745,0.0004640178,0.00052512565],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037574134,0.00021234265,0.000488836,0.0003189047,0.0003664062,0.00004208006,0.00012544327,0.00009662338,0.000019360517],"category_scores_gemma":[0.0033695728,0.00020600086,0.00010845151,0.001079799,0.00036216542,0.00022788405,0.000054378634,0.00013773501,4.2924106e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041978524,0.000678514,0.9922957,0.00019420138,0.000051462357,0.0000045508505,0.00421919,0.000004387543,7.5720766e-7,0.00015968557,0.00017141228,0.0018003961],"study_design_scores_gemma":[0.0015555919,0.00021211979,0.99188083,0.000039890103,0.00043812327,6.356298e-7,0.0049241204,0.0000245651,0.000015224277,0.00049054506,0.00020360413,0.00021474865],"about_ca_topic_score_codex":0.0018695296,"about_ca_topic_score_gemma":0.0014045887,"teacher_disagreement_score":0.0076826536,"about_ca_system_score_codex":0.00015416817,"about_ca_system_score_gemma":0.0045243423,"threshold_uncertainty_score":0.8400471},"labels":[],"label_agreement":null},{"id":"W4410130944","doi":"10.1108/intr-01-2024-0042","title":"The illusion of trust and the paradox of disclosure: how fake physician reviews exploit privacy concerns","year":2025,"lang":"en","type":"article","venue":"Internet Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Exploit; Internet privacy; Illusion; Privacy protection; Deception; Business; Psychology; Computer security; Social psychology; Computer science; Cognitive psychology","score_opus":0.2636053938526707,"score_gpt":0.515208097500517,"score_spread":0.2516027036478463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410130944","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8899793,0.010628781,0.000036929574,0.08411165,0.0015344203,0.0033280114,0.000003994459,0.000012008625,0.010364927],"genre_scores_gemma":[0.9862716,0.010748394,0.000017956312,0.00007293459,0.0003362509,0.00049754896,9.787105e-7,0.00000485632,0.0020494405],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963929,0.0022313185,0.00029071543,0.00015793015,0.00063022523,0.0002969239],"domain_scores_gemma":[0.99205524,0.0070835766,0.00016161664,0.00030758348,0.0003355721,0.000056421213],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.007045387,0.00006203863,0.00022502507,0.000060654118,0.00041426742,0.000074782845,0.00068432145,0.00006418354,0.000023894949],"category_scores_gemma":[0.012926135,0.000034432407,0.00006359534,0.0006253848,0.0027008506,0.00008400837,0.00020864235,0.0003061301,0.0000055721744],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000193907,0.00008101062,0.017455753,0.00024571814,0.00003479461,2.8617242e-7,0.22231086,1.0489249e-7,0.00013525355,0.2428617,0.023332244,0.4933484],"study_design_scores_gemma":[0.00050403184,0.000077023535,0.018352656,0.00053293165,0.000014337403,6.6489704e-8,0.04205434,0.00006638657,0.00062689366,0.015372159,0.9223331,0.0000660544],"about_ca_topic_score_codex":0.013217869,"about_ca_topic_score_gemma":0.002506541,"teacher_disagreement_score":0.8990009,"about_ca_system_score_codex":0.000119669174,"about_ca_system_score_gemma":0.0003745265,"threshold_uncertainty_score":0.9953884},"labels":[],"label_agreement":null},{"id":"W4410146323","doi":"10.20944/preprints202505.0510.v1","title":"Investigating Changes in Overall Oral Health and Exploring Patient Perception and Experiences After Treatment at the One Smile Research Program: An Exploratory Mixed-Methods Case Study with a 2-Year Follow-Up","year":2025,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"University of Toronto","keywords":"Perception; Exploratory research; Psychology; Oral health; Applied psychology; Medicine; Clinical psychology; Family medicine; Sociology; Social science","score_opus":0.6116128953657739,"score_gpt":0.5577652264489448,"score_spread":0.05384766891682913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410146323","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9875745,0.00049559237,0.0000014866247,0.001489221,0.0012334894,0.009047983,0.000006197172,0.00010162166,0.000049880648],"genre_scores_gemma":[0.9304918,0.0008684542,0.0023563677,0.00008129573,0.00025131178,0.06587954,0.00000989809,0.000023859902,0.000037454316],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9897472,0.007175474,0.0004791663,0.0011707732,0.0007415439,0.0006858266],"domain_scores_gemma":[0.99725014,0.0011202283,0.00026650168,0.00063505693,0.00024062037,0.00048743133],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.006456341,0.00029933293,0.00047696164,0.0002890541,0.0013131856,0.00013334617,0.00022063717,0.00019240878,0.0000632281],"category_scores_gemma":[0.0014890055,0.0002477525,0.00003354716,0.00048540157,0.0008017126,0.00028947493,0.0009713794,0.0007109316,0.000004181474],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059447688,0.00026853327,0.41892648,0.00008835764,0.000014925553,0.000009351374,0.5161814,0.0000015643654,0.000005107332,0.000006777895,0.0000011770508,0.06443689],"study_design_scores_gemma":[0.00043632157,0.0008818336,0.19992617,0.00035121274,0.000018162005,0.000002835715,0.79762286,0.000016103799,0.000070301874,0.000114374314,0.00036448234,0.00019531597],"about_ca_topic_score_codex":0.090763316,"about_ca_topic_score_gemma":0.26106814,"teacher_disagreement_score":0.28144148,"about_ca_system_score_codex":0.0018709017,"about_ca_system_score_gemma":0.0014783947,"threshold_uncertainty_score":0.9999975},"labels":[],"label_agreement":null},{"id":"W4410280841","doi":"10.1186/s12909-025-07217-4","title":"Exploring the impact, challenges, and integration of podcasts in patient education: a systematic review","year":2025,"lang":"en","type":"review","venue":"BMC Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Checklist; Medical education; Thematic analysis; Data extraction; Systematic review; Relevance (law); Medicine; MEDLINE; Psychology; Computer science; Qualitative research","score_opus":0.3597035080743714,"score_gpt":0.5103378407814742,"score_spread":0.15063433270710275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410280841","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00006970955,0.9819039,0.0000040539953,0.001916396,0.0061481805,0.008849837,0.0000021907747,0.000020079286,0.0010856179],"genre_scores_gemma":[0.00009493032,0.97697926,0.000096596705,0.00019034756,0.0007294113,0.021796828,0.00005604356,0.000016251417,0.000040353218],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9936228,0.0034211632,0.0014749559,0.00034494145,0.0008693936,0.00026674784],"domain_scores_gemma":[0.98996913,0.007901156,0.0010113715,0.00047121194,0.00034533138,0.00030178681],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0037876156,0.00025943466,0.0014463544,0.00036050426,0.00015418392,0.000027487666,0.00042957507,0.00022374716,0.00006327399],"category_scores_gemma":[0.08315785,0.00017319311,0.00018218973,0.0010858733,0.0001928738,0.00021829232,0.0000487867,0.0004640506,0.000009789017],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[6.283125e-7,0.00017135391,0.000001954588,0.42247498,0.0000068744193,4.3886107e-8,0.0073549086,4.392303e-9,7.4763634e-10,0.002231811,0.0002209293,0.56753653],"study_design_scores_gemma":[0.000026253898,0.000037927843,0.00008854328,0.9335746,0.00036353126,0.0000054175866,0.009341805,8.299482e-7,1.9599025e-8,0.00024902594,0.056164946,0.00014707856],"about_ca_topic_score_codex":0.0042928583,"about_ca_topic_score_gemma":0.0038044823,"teacher_disagreement_score":0.5673894,"about_ca_system_score_codex":0.0010015769,"about_ca_system_score_gemma":0.04989736,"threshold_uncertainty_score":0.95548886},"labels":[],"label_agreement":null},{"id":"W4410379832","doi":"10.2196/63997","title":"Analysis of Social Media Perceptions During the COVID-19 Pandemic in the United Kingdom: Social Listening Study (2019-2022)","year":2025,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Pfizer","keywords":"Active listening; Pandemic; Coronavirus disease 2019 (COVID-19); Preprint; 2019-20 coronavirus outbreak; Social media; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Perception; Kingdom; Psychology; Media studies; Sociology; Political science; Medicine; Virology; Communication; Computer science; Outbreak","score_opus":0.3380190135147279,"score_gpt":0.5799476164228454,"score_spread":0.24192860290811752,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410379832","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9845605,0.000021254426,0.000013820026,0.011747216,0.00037959835,0.0020603628,0.000023721554,0.000033681303,0.0011598663],"genre_scores_gemma":[0.99739593,0.000035701585,0.0000026441876,0.00017326754,0.00038570157,0.0019048192,0.000032338874,0.0000063906573,0.000063200896],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.98969364,0.0072958935,0.0005200722,0.00021336503,0.0016485784,0.000628463],"domain_scores_gemma":[0.9853171,0.013653385,0.00018955638,0.00020282941,0.00054510037,0.000092045426],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.013135783,0.00010543772,0.00029813772,0.0017934236,0.004916907,0.00012290986,0.0009032078,0.00015976478,0.00023377521],"category_scores_gemma":[0.0082673505,0.00007529819,0.00013965729,0.014553799,0.0012260346,0.00022590057,0.00016277726,0.0010686673,0.0000110614055],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032413744,0.00018936067,0.23222385,0.00003291423,0.0000961794,5.19393e-7,0.7604038,0.000006351041,0.000010996007,0.005524326,0.0008214127,0.00065787777],"study_design_scores_gemma":[0.00023183822,0.000015802143,0.55632687,0.0000052399105,0.000042324828,5.9492567e-8,0.43997306,0.000034916957,3.0008178e-7,0.00029837224,0.0030307318,0.000040504212],"about_ca_topic_score_codex":0.02190057,"about_ca_topic_score_gemma":0.0472459,"teacher_disagreement_score":0.324103,"about_ca_system_score_codex":0.0016265011,"about_ca_system_score_gemma":0.0014191412,"threshold_uncertainty_score":0.99637854},"labels":[],"label_agreement":null},{"id":"W4410459425","doi":"10.1016/j.cjca.2025.05.010","title":"Virtual Echo Rounds: A YouTube-Based Model for Global Echocardiography Continuing Medical Education","year":2025,"lang":"en","type":"letter","venue":"Canadian Journal of Cardiology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université de Montréal; Ontario Tobacco Research Unit; University of Toronto","funders":"","keywords":"Medicine; Echo (communications protocol); Continuing medical education; Medical physics; Medical education; Continuing education; Computer security","score_opus":0.04346898744135062,"score_gpt":0.3577782226847967,"score_spread":0.31430923524344606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410459425","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006528773,0.0018276257,0.06319108,0.8581966,0.058687925,0.0018269726,0.000287582,0.000033002976,0.015296295],"genre_scores_gemma":[0.24596366,0.00045738506,0.001846308,0.61398315,0.1358208,0.0009698367,0.0003929535,0.00007675677,0.0004891515],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99603975,0.0010916314,0.0008543977,0.0003390517,0.0007092216,0.0009659788],"domain_scores_gemma":[0.99447274,0.0018823578,0.000633599,0.00026909163,0.0016295711,0.0011126135],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0025662382,0.00027549156,0.0010259415,0.0008493171,0.00047366382,0.00011373723,0.0009453949,0.002393278,0.000015137573],"category_scores_gemma":[0.015828887,0.00030708546,0.0008554356,0.0006316359,0.0007185778,0.00014197169,0.00001031952,0.0016211795,0.0000027078495],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016093958,0.000002319631,0.0049845455,0.000054308162,0.0001505301,0.000019655014,0.0018889669,0.0005652002,3.1741074e-8,0.0012847501,0.9651608,0.025872825],"study_design_scores_gemma":[0.000398661,0.00008706681,0.00038286534,0.00038363689,0.0002702388,0.0000130521385,0.0011425437,0.00022387848,1.1081433e-7,0.0043493104,0.9925029,0.0002457063],"about_ca_topic_score_codex":0.013666455,"about_ca_topic_score_gemma":0.032725412,"teacher_disagreement_score":0.24531078,"about_ca_system_score_codex":0.00281469,"about_ca_system_score_gemma":0.10015376,"threshold_uncertainty_score":0.99993813},"labels":[],"label_agreement":null},{"id":"W4410484920","doi":"10.2196/67473","title":"Exploring Pain on Social Media: Observational Study on Perceptions and Discussions of Chronic Pain Conditions","year":2025,"lang":"en","type":"article","venue":"JMIR Infodemiology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Social media; Chronic pain; Pain perception; Perception; Psychology; Medicine; Physical therapy; Computer science; World Wide Web; Neuroscience","score_opus":0.5391505641094597,"score_gpt":0.5132261180174821,"score_spread":0.025924446091977638,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410484920","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9693088,0.000015263637,0.00009467429,0.02701692,0.0015432771,0.0012531615,0.000020283125,0.000060640654,0.0006869723],"genre_scores_gemma":[0.993634,0.00005560998,0.000054462933,0.0008414066,0.0007791264,0.0045736493,0.00003354514,0.0000060535035,0.000022137689],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961429,0.00275386,0.00039794212,0.00022536945,0.0002020356,0.00027786172],"domain_scores_gemma":[0.98360515,0.01593115,0.00014140118,0.00012651784,0.000110212124,0.00008559764],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0033195184,0.00010223468,0.0002485704,0.00019784228,0.00094125327,0.0000096788535,0.0001481353,0.00016320945,0.000096757416],"category_scores_gemma":[0.014347578,0.000095701056,0.00005039103,0.00042065102,0.00049136387,0.00011575725,0.00003967644,0.00030364885,0.000008572958],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025392004,0.0007432167,0.561339,0.00004028052,0.000029331743,5.2609585e-7,0.14557022,0.000049539845,0.0000479575,0.2633833,0.005077671,0.023693534],"study_design_scores_gemma":[0.00021255283,0.00016960193,0.9309387,0.000049077593,0.000011106293,2.7695474e-8,0.059566498,0.000045877925,7.807073e-7,0.006752015,0.0021796762,0.00007405994],"about_ca_topic_score_codex":0.00045783003,"about_ca_topic_score_gemma":0.002022213,"teacher_disagreement_score":0.3695997,"about_ca_system_score_codex":0.0004016708,"about_ca_system_score_gemma":0.00054641854,"threshold_uncertainty_score":0.993955},"labels":[],"label_agreement":null},{"id":"W4410635272","doi":"10.1016/j.nepr.2025.104411","title":"Social media in nursing and midwifery education: A 20-year bibliometric analysis","year":2025,"lang":"en","type":"article","venue":"Nurse Education in Practice","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University","funders":"","keywords":"Nursing; Obstetrics; Nurse education; Social media; Medicine; Sociology; Political science","score_opus":0.05742347361146268,"score_gpt":0.5103667889327609,"score_spread":0.4529433153212982,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410635272","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6624897,0.0041069044,0.000036060006,0.1343384,0.01792484,0.0012876721,0.0000024587287,0.00006121775,0.17975277],"genre_scores_gemma":[0.99136406,0.0010925973,0.0029911594,0.001113777,0.0018000801,0.00090498483,0.00003546922,0.000013080933,0.0006848071],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9972242,0.0010922217,0.00048354434,0.00037998968,0.00046608737,0.00035396306],"domain_scores_gemma":[0.9913391,0.0074930293,0.00029489672,0.00018979622,0.0005338456,0.00014936479],"candidate_categories":["metaresearch","bibliometrics"],"consensus_categories":["bibliometrics"],"category_scores_codex":[0.0023043265,0.00012171717,0.00025041835,0.03968823,0.00041078465,0.00017826774,0.00020571014,0.00024683314,0.00013123843],"category_scores_gemma":[0.0306194,0.00015958672,0.000045537996,0.14552641,0.00026847475,0.0010240453,0.000010356887,0.00039351018,0.000024761624],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004337042,0.0016194504,0.32372603,0.000029798819,0.000030847517,2.684516e-7,0.12727493,0.0000018277218,0.0000021023757,0.0938958,0.011852199,0.44152337],"study_design_scores_gemma":[0.00018808196,0.000005318072,0.65712106,0.00011426038,0.00021600656,4.2997723e-7,0.25453353,0.0000056649783,0.0000021432797,0.006721124,0.080964796,0.00012754879],"about_ca_topic_score_codex":0.005411108,"about_ca_topic_score_gemma":0.0056132777,"teacher_disagreement_score":0.44139582,"about_ca_system_score_codex":0.0013612363,"about_ca_system_score_gemma":0.0103416825,"threshold_uncertainty_score":0.99526876},"labels":[],"label_agreement":null},{"id":"W4410702589","doi":"10.1007/s41347-025-00526-x","title":"Identifying Expert-Informed Social Media Entrustable Professional Activities (EPAs) for Health Professions Learners","year":2025,"lang":"en","type":"article","venue":"Journal of Technology in Behavioral Science","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Cancer Center, University of Illinois at Chicago; Penn State College of Medicine; University of Illinois at Urbana-Champaign; McMaster University; College of Medicine, University of Cincinnati; School of Medicine, Stanford University; Pennsylvania State University; University of Cincinnati; University of Pennsylvania","keywords":"Psychology; Health professionals; Health professions; Medical education; Engineering ethics; Medicine; Health care; Political science; Engineering","score_opus":0.1674277289579964,"score_gpt":0.5396344348432504,"score_spread":0.37220670588525395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410702589","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91210455,0.00034530342,0.00010016203,0.07483539,0.011530475,0.0009317771,0.0000032710127,0.00005389471,0.000095151816],"genre_scores_gemma":[0.99407643,0.00024155024,0.004681167,0.00022017137,0.00030302998,0.00036275454,9.717318e-7,0.0000067017886,0.000107248816],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99737483,0.00013935995,0.0006986718,0.00021297268,0.00077311177,0.00080104027],"domain_scores_gemma":[0.9978287,0.0008267863,0.0007027827,0.000114446535,0.00037436097,0.00015290963],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0034260277,0.00011263175,0.00034464372,0.0015972721,0.0020549425,0.00006998105,0.0009071744,0.00029881857,0.000028572435],"category_scores_gemma":[0.005264073,0.0001039796,0.0000781988,0.0029900956,0.0019091044,0.000975357,0.00011693296,0.00066201406,0.0000011135216],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001690112,0.0010295707,0.17369607,0.000120714576,0.000011054846,0.000007489657,0.34112418,0.000002371308,0.005624982,0.0829089,0.008194172,0.38711149],"study_design_scores_gemma":[0.0015348883,0.00024959442,0.090151295,0.0010917238,0.000027306898,0.0000063026337,0.8443861,0.000011593279,0.0033175973,0.030242542,0.028639248,0.00034177818],"about_ca_topic_score_codex":0.0005153159,"about_ca_topic_score_gemma":0.0021241487,"teacher_disagreement_score":0.503262,"about_ca_system_score_codex":0.0025669313,"about_ca_system_score_gemma":0.012092574,"threshold_uncertainty_score":0.9992443},"labels":[],"label_agreement":null},{"id":"W4410733251","doi":"10.2196/60899","title":"Analyzing the Contents of a Large, Public Online Peer Support Forum for Obsessive-Compulsive Disorder: Thematic Analysis","year":2025,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Thematic analysis; Content analysis; Peer support; Psychology; Online discussion; Anxiety; Obsessive compulsive; Coping (psychology); Clinical psychology; Psychiatry; Qualitative research; Computer science; World Wide Web; Sociology","score_opus":0.18438758587530774,"score_gpt":0.5424725547689937,"score_spread":0.35808496889368596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410733251","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85826176,0.0005410841,0.0100332545,0.11636781,0.0012110028,0.0081804395,0.00035386256,0.00005749109,0.0049932967],"genre_scores_gemma":[0.9959111,0.00011403046,0.00016858656,0.0001166078,0.00010993686,0.0027165727,0.00015491794,0.000008749967,0.0006994817],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99602425,0.0011321501,0.0005678631,0.00021518674,0.00116818,0.00089237327],"domain_scores_gemma":[0.9872746,0.008526308,0.00030358275,0.00031704633,0.0034380255,0.00014045996],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.005449716,0.00011328573,0.0004005641,0.0008746523,0.0017304756,0.000120735196,0.0007365951,0.000119609605,0.00015115249],"category_scores_gemma":[0.012951907,0.000082045604,0.0002530739,0.0052926317,0.00062880485,0.00044473074,0.00015696988,0.00039262872,0.000010674729],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009354248,0.0015399313,0.3798775,0.0005872806,0.0013158906,4.4940202e-7,0.38357142,0.0000065153536,0.000012469058,0.15217267,0.019802112,0.06102022],"study_design_scores_gemma":[0.0011556542,0.00023738777,0.1802246,0.00015029161,0.00018510906,9.6196096e-8,0.7204789,0.0029307657,0.000050595863,0.016274434,0.07811768,0.00019452939],"about_ca_topic_score_codex":0.0015854822,"about_ca_topic_score_gemma":0.007550735,"teacher_disagreement_score":0.33690745,"about_ca_system_score_codex":0.0003869485,"about_ca_system_score_gemma":0.001086916,"threshold_uncertainty_score":0.9995691},"labels":[],"label_agreement":null},{"id":"W4410796565","doi":"","title":"Faut-il interdire les réseaux sociaux aux adolescents, 28 novembre 2021, Interview accordé à La Presse, Montréal, Canada","year":2021,"lang":"fr","type":"other","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.04782087793723043,"score_gpt":0.3063988879123678,"score_spread":0.25857800997513736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410796565","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017093454,0.14761636,0.007912491,0.28792754,0.018247932,0.0043117567,0.0004469657,0.00038570495,0.5160578],"genre_scores_gemma":[0.3208965,0.07481036,0.011941336,0.0027140356,0.0024541111,0.0020166414,0.001788527,0.0008865239,0.58249193],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9745995,0.020331234,0.0012128673,0.0013499027,0.0013451746,0.0011613329],"domain_scores_gemma":[0.98697746,0.005312786,0.0014371471,0.001942825,0.003521822,0.0008079537],"candidate_categories":["metaresearch","metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005624233,0.0007945159,0.0010667838,0.00023246584,0.0016187488,0.00060035376,0.002426717,0.0010352111,0.008782858],"category_scores_gemma":[0.010187102,0.00094503583,0.00042309493,0.001663268,0.0012154434,0.00026667345,0.0009396484,0.0014689317,0.00014431965],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013641005,0.0013835886,0.0114336405,0.001800761,0.00029300232,0.000029495208,0.050476465,0.0000062010313,0.00009383772,0.070336305,0.20053099,0.66360205],"study_design_scores_gemma":[0.00047674714,8.8123915e-7,0.012866839,0.011650847,0.00013930314,0.0000055313394,0.006744652,0.00043780715,0.0003518438,0.000506337,0.9660268,0.0007924562],"about_ca_topic_score_codex":0.90942955,"about_ca_topic_score_gemma":0.9783351,"teacher_disagreement_score":0.7654958,"about_ca_system_score_codex":0.002239367,"about_ca_system_score_gemma":0.010597616,"threshold_uncertainty_score":0.999681},"labels":[],"label_agreement":null},{"id":"W4410808885","doi":"10.1200/jco.2025.43.16_suppl.e13577","title":"Analysis of ASCO clinical guidelines authorship and institutional representation using HemOnc.org.","year":2025,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Family medicine","score_opus":0.7873314762986097,"score_gpt":0.728789412660439,"score_spread":0.058542063638170716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410808885","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9668643,0.00060691783,0.0010375303,0.018616004,0.010761947,0.00024700293,0.0000015162136,0.0000063837792,0.0018584233],"genre_scores_gemma":[0.9803386,0.0020733457,0.013260355,0.0012011442,0.0030527732,0.0000060785023,0.0000015547735,0.0000036642875,0.000062492036],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9918544,0.0028463185,0.004334795,0.00019170025,0.00059563987,0.00017709559],"domain_scores_gemma":[0.9700808,0.023846038,0.0030946909,0.00013524725,0.0025299625,0.00031325305],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02634818,0.00007142676,0.0012123564,0.0003482976,0.0002064729,0.000013284393,0.00021912619,0.00059403933,0.000066353066],"category_scores_gemma":[0.2224759,0.00006399938,0.00045523627,0.0013030029,0.001070904,0.00020955656,0.000046802736,0.00059987087,0.000001139812],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002314543,0.0002734387,0.84959686,0.000013768791,0.0004068219,0.0000048311467,0.0013414347,0.0001152509,0.00000500061,0.0027767767,0.00039732136,0.144837],"study_design_scores_gemma":[0.0009016776,0.00033579796,0.9685299,0.00012733483,0.0013182601,0.0000014982647,0.001260314,0.0010017382,0.0000035862556,0.0028393005,0.02362274,0.000057872086],"about_ca_topic_score_codex":0.002003254,"about_ca_topic_score_gemma":0.0025364019,"teacher_disagreement_score":0.19612773,"about_ca_system_score_codex":0.00033720004,"about_ca_system_score_gemma":0.014619048,"threshold_uncertainty_score":0.99096715},"labels":[],"label_agreement":null},{"id":"W4410931905","doi":"10.1136/bmjoq-2024-003208","title":"It’s raining bots: how easier access to internet surveys has created the perfect storm","year":2025,"lang":"en","type":"article","venue":"BMJ Open Quality","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; University Health Network","funders":"University of Toronto; Physicians' Services Incorporated Foundation","keywords":"Anonymity; Popularity; Internet privacy; Incentive; The Internet; Social media; Data collection; Business; Survey data collection; Demographics; Computer science; Public relations; Psychology; Computer security; World Wide Web; Political science; Sociology","score_opus":0.62563736293673,"score_gpt":0.6081953834906153,"score_spread":0.017441979446114697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410931905","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4933921,0.000040380382,0.00057803915,0.4435061,0.006969532,0.010486807,0.000013976479,0.000085502674,0.044927564],"genre_scores_gemma":[0.98335534,0.00000931235,0.00013738585,0.00835761,0.0006155361,0.0034926217,0.000013401651,0.000011571122,0.004007237],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9897509,0.008414924,0.00041985142,0.00039367768,0.0005580951,0.00046250792],"domain_scores_gemma":[0.99247754,0.0061640386,0.0002851061,0.0005048838,0.00035761908,0.00021079468],"candidate_categories":["metaresearch","scholarly_communication"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.030507784,0.00013505448,0.00032277053,0.00007188371,0.0011285463,0.0018126579,0.0019722462,0.00014719629,0.00047718047],"category_scores_gemma":[0.04761768,0.00011153195,0.00006345903,0.001116346,0.0003159738,0.00061284576,0.0005343324,0.00025908972,0.00007015219],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009579744,0.00011119215,0.40205675,0.00007097634,0.0000543644,0.0000010661798,0.29593676,0.000002032579,0.0000063960165,0.0071075587,0.17679673,0.11776036],"study_design_scores_gemma":[0.00020676723,0.000021438042,0.69636273,0.000104077655,0.0000117183135,8.101884e-8,0.033150326,0.000006886429,0.00003866657,0.0004610219,0.2694718,0.00016452365],"about_ca_topic_score_codex":0.2360777,"about_ca_topic_score_gemma":0.17764974,"teacher_disagreement_score":0.4899632,"about_ca_system_score_codex":0.00064656086,"about_ca_system_score_gemma":0.0023624843,"threshold_uncertainty_score":0.99922353},"labels":[],"label_agreement":null},{"id":"W4410972188","doi":"10.2196/65460","title":"Social Media Insights Into Disease Burden in Patients and Caregivers of Myelodysplastic Syndrome: Subcohort Analysis of High-Risk Patients","year":2025,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Preprint; Medicine; Cohort; Gerontology; Disease; Social media; World Wide Web; Computer science; Internal medicine","score_opus":0.043664798332740826,"score_gpt":0.42310903062578964,"score_spread":0.3794442322930488,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410972188","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99590236,0.0002858849,0.000013674886,0.002046392,0.0013433392,0.00032891778,0.0000063980015,0.0000026286975,0.00007038308],"genre_scores_gemma":[0.99890757,0.00079594244,0.000018812028,0.000012837085,0.00021344781,0.000018631366,0.000011048166,0.0000059394347,0.00001575754],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9928662,0.0016239082,0.0009421955,0.00019477605,0.004043226,0.0003296837],"domain_scores_gemma":[0.99097204,0.0061779427,0.00049950666,0.000109596614,0.001680411,0.0005604964],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004141873,0.000094372524,0.00057881937,0.0019061873,0.00012670379,0.000024935342,0.0006698493,0.0002520828,0.00017746928],"category_scores_gemma":[0.04610277,0.000082895494,0.00012172934,0.002539939,0.0011852636,0.00015935363,0.00017767174,0.0008350794,0.00000132298],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028276767,0.00035403567,0.9016058,0.00011649473,0.00030313883,0.000014649124,0.07730844,0.000003374848,3.6306307e-7,0.0011678784,0.00093691895,0.01790613],"study_design_scores_gemma":[0.0010865054,0.00019226114,0.98986864,0.00032578927,0.0002399695,3.8697568e-8,0.0061696125,0.00010700732,0.0000043182804,0.0015616154,0.00038796148,0.000056303827],"about_ca_topic_score_codex":0.02791001,"about_ca_topic_score_gemma":0.009619317,"teacher_disagreement_score":0.088262804,"about_ca_system_score_codex":0.00062800606,"about_ca_system_score_gemma":0.0018328401,"threshold_uncertainty_score":0.97856325},"labels":[],"label_agreement":null},{"id":"W4410985602","doi":"10.2196/65920","title":"Efficient Online Recruitment of Patients With Depressive Symptoms Using Social Media: Cross-Sectional Observational Study","year":2025,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Observational study; Cross-sectional study; Social media; Psychology; Medicine; Clinical psychology; Internal medicine; Computer science; World Wide Web; Pathology","score_opus":0.26259350660913877,"score_gpt":0.5135924214411072,"score_spread":0.2509989148319684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410985602","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98886305,0.000060583934,0.000013838334,0.0010173683,0.0036675525,0.0060740868,0.00020252824,0.00003822061,0.00006278489],"genre_scores_gemma":[0.9977667,0.0000044651943,0.00033213926,0.00025738694,0.0005058208,0.0008738263,0.00022749559,0.000011958005,0.000020251155],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971262,0.00044417358,0.0005989542,0.00031991964,0.0011084207,0.00040231063],"domain_scores_gemma":[0.99824995,0.00062054023,0.00046386605,0.00011068507,0.000399111,0.00015585264],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00069139275,0.00013432036,0.00026437148,0.00014846133,0.0014469544,0.000030137886,0.00018126039,0.00009892362,0.00005247497],"category_scores_gemma":[0.00026182533,0.00013110436,0.00004762286,0.0007017614,0.00030157174,0.000083377454,0.0000526779,0.00017828538,0.0000018017743],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013961009,0.0024768875,0.9497512,0.0000524,0.000029519046,1.2720358e-7,0.04308633,0.00004949639,0.000001348462,0.001225149,0.00006648612,0.0031214424],"study_design_scores_gemma":[0.0015051315,0.00017005469,0.98982716,0.000059727063,0.0000079182455,4.7003955e-8,0.007728999,0.000059142705,0.000002467579,0.000055241097,0.0004944773,0.00008963576],"about_ca_topic_score_codex":0.0031937568,"about_ca_topic_score_gemma":0.0028369506,"teacher_disagreement_score":0.040075954,"about_ca_system_score_codex":0.0023820456,"about_ca_system_score_gemma":0.0025644049,"threshold_uncertainty_score":0.999853},"labels":[],"label_agreement":null},{"id":"W4411084862","doi":"10.2196/69979","title":"Recommender Systems in Health Professions Education: Protocol for a Scoping Review","year":2025,"lang":"en","type":"review","venue":"JMIR Research Protocols","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Protocol (science); Medical education; Medicine; Computer science; Alternative medicine; World Wide Web","score_opus":0.8777938046018677,"score_gpt":0.8039649818212309,"score_spread":0.07382882278063685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411084862","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[4.612635e-11,0.41475636,0.0000041242024,0.0061823484,0.00023912315,0.5772023,0.000010609998,0.00005759469,0.0015475415],"genre_scores_gemma":[4.3948664e-11,0.4561685,0.0001544018,0.00016701907,0.0009963692,0.54129183,0.000029444134,0.000036182504,0.0011562674],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.97759056,0.015993688,0.0024591556,0.0009293315,0.001376973,0.0016502936],"domain_scores_gemma":[0.9843162,0.011842845,0.0011895229,0.00087403186,0.0012093849,0.000568055],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.024280652,0.00039017777,0.0022408185,0.0010548194,0.0017020069,0.0002685369,0.0013103205,0.00067659,0.00018644621],"category_scores_gemma":[0.019088063,0.00034938217,0.0002941308,0.0043178895,0.00026443438,0.00026131413,0.00020602702,0.0018484938,0.00006364985],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0000057283096,0.0002988888,0.0000032135142,0.48745027,0.0000031125378,1.02827485e-7,0.00065854966,5.80044e-9,3.9317308e-10,0.0019255433,0.08311654,0.42653805],"study_design_scores_gemma":[0.00016410158,0.00008193346,3.7728117e-7,0.49629706,0.000002067722,2.0372019e-7,0.00035130966,8.046635e-8,4.2296153e-9,0.00011662891,0.5028575,0.00012875345],"about_ca_topic_score_codex":0.0020232133,"about_ca_topic_score_gemma":0.0011468664,"teacher_disagreement_score":0.4264093,"about_ca_system_score_codex":0.004589017,"about_ca_system_score_gemma":0.14804363,"threshold_uncertainty_score":0.9998958},"labels":[],"label_agreement":null},{"id":"W4411125834","doi":"10.2196/75120","title":"Quality and Dissemination of Uterine Fibroid Health Information on TikTok and Bilibili: Cross-Sectional Study","year":2025,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Cross-sectional study; Quality (philosophy); Medicine; Gynecology; Obstetrics; Computer science; World Wide Web; Physics","score_opus":0.21198931533338622,"score_gpt":0.6320437443150035,"score_spread":0.4200544289816173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411125834","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9918379,0.000041407802,0.000030449572,0.0028353145,0.00045080393,0.002260709,0.00002698676,0.00002192461,0.002494465],"genre_scores_gemma":[0.9990884,0.00010937124,0.00003518531,0.00004468151,0.00006177425,0.00053541776,0.000012488762,0.0000024598617,0.000110208566],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99714696,0.0011084789,0.0005071467,0.00013624292,0.00083493994,0.00026623195],"domain_scores_gemma":[0.99476826,0.0042012017,0.00017525072,0.00012319638,0.00061905454,0.00011303353],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0074129747,0.00006373832,0.00015022572,0.0003994728,0.0008816886,0.000119849356,0.00010440447,0.0000754291,0.000033482076],"category_scores_gemma":[0.00521517,0.000060477305,0.000015751832,0.0007856412,0.000477639,0.0008892524,0.000074683616,0.0002585849,0.0000062677545],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012099866,0.00029504727,0.68432194,0.0005808517,0.000009715239,3.389911e-8,0.23055993,6.6240403e-7,0.000012050454,0.019825203,0.00060412963,0.063669436],"study_design_scores_gemma":[0.00019880135,0.00041877537,0.96734816,0.000066410634,3.3643872e-7,7.772459e-8,0.027830783,0.000028553948,0.000026030437,0.0013767759,0.0026641202,0.00004118849],"about_ca_topic_score_codex":0.0034619367,"about_ca_topic_score_gemma":0.0005045424,"teacher_disagreement_score":0.28302622,"about_ca_system_score_codex":0.00044918153,"about_ca_system_score_gemma":0.0005677282,"threshold_uncertainty_score":0.67813253},"labels":[],"label_agreement":null},{"id":"W4411169896","doi":"10.17269/s41997-025-01052-2","title":"Current landscape of social media and (Canadian Journal of) public health: Constructive engagement is needed and encouraged","year":2025,"lang":"en","type":"letter","venue":"Canadian Journal of Public Health","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Constructive; Current (fluid); Public engagement; Social media; Public health; Political science; Public relations; Sociology; Media studies; Psychology; Medicine; Computer science; Engineering; Nursing; Law","score_opus":0.20112697586477338,"score_gpt":0.3877713134735389,"score_spread":0.1866443376087655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411169896","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.024705306,0.01537659,0.000053923326,0.94267714,0.015574152,0.00083629,0.00039830647,0.0000055212404,0.00037275205],"genre_scores_gemma":[0.44829604,0.016531343,0.0013467988,0.49306005,0.04024187,0.000078902485,0.00019715671,0.00014201268,0.00010579621],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98968524,0.0047716117,0.0021629683,0.00031148427,0.0011135665,0.0019551474],"domain_scores_gemma":[0.98373044,0.002983935,0.0039504734,0.00018537982,0.002465812,0.006683941],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.017295724,0.0003421257,0.001386596,0.0034299667,0.0020068563,0.00046124758,0.00073979853,0.00069664844,0.0005053742],"category_scores_gemma":[0.017159978,0.00036089294,0.00019826314,0.0012571504,0.0014356244,0.00054602855,0.000023570223,0.003822743,0.0000012049779],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0000017290199,0.000012327008,0.012369746,0.0004176741,0.000098709075,0.000023494724,0.20959426,2.6569133e-8,2.9122093e-8,0.0014915634,0.6248059,0.1511845],"study_design_scores_gemma":[0.00059533917,0.00015702241,0.022911904,0.00037217166,0.000034730543,0.00004443938,0.06475196,8.6311246e-7,1.3218083e-7,0.00081022875,0.9101134,0.00020779071],"about_ca_topic_score_codex":0.3133137,"about_ca_topic_score_gemma":0.69542694,"teacher_disagreement_score":0.4496171,"about_ca_system_score_codex":0.0044101807,"about_ca_system_score_gemma":0.29224166,"threshold_uncertainty_score":0.9998843},"labels":[],"label_agreement":null},{"id":"W4411191580","doi":"10.2196/75899","title":"Social Media Influence on Surgeon Selection Among Iranian Maxillofacial Patients: Cross-Sectional Survey Study","year":2025,"lang":"en","type":"article","venue":"JMIR Perioperative Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Cross-sectional study; Social media; Selection (genetic algorithm); Dentistry; Medicine; Psychology; Computer science; World Wide Web; Pathology","score_opus":0.09897816875114672,"score_gpt":0.45943529397114424,"score_spread":0.3604571252199975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411191580","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.985869,0.000015553473,0.0000055883875,0.0009838701,0.006462161,0.0031842242,0.000019856818,0.00012778708,0.003331983],"genre_scores_gemma":[0.9957315,0.000013521454,0.0000055259598,0.00038540454,0.001638126,0.0016665392,0.000095408184,0.000019701296,0.00044432207],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9954205,0.0015586027,0.0006757515,0.0005985707,0.0012188092,0.000527738],"domain_scores_gemma":[0.9960805,0.001738366,0.00022310493,0.00014374642,0.0016093433,0.00020494635],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0026165356,0.00026961343,0.00043166312,0.00036398484,0.0026601052,0.00012991238,0.00029271407,0.00027048684,0.00063932315],"category_scores_gemma":[0.016424846,0.00024776754,0.00005757306,0.0018031044,0.001341811,0.00040759402,0.000036020054,0.00053467776,0.000045280103],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016589648,0.0004340778,0.87891096,0.000011506882,0.000023920844,0.0000010856935,0.116524845,0.000005935982,0.000012738737,0.0009936257,0.00027577474,0.0026396562],"study_design_scores_gemma":[0.0014684363,0.00036597037,0.98262,0.00003502408,0.000009776597,7.679179e-8,0.008865789,0.000004924398,0.000006497663,0.000041392734,0.0063895187,0.00019259249],"about_ca_topic_score_codex":0.021462787,"about_ca_topic_score_gemma":0.05114913,"teacher_disagreement_score":0.10765906,"about_ca_system_score_codex":0.0011836905,"about_ca_system_score_gemma":0.0008592819,"threshold_uncertainty_score":0.99999744},"labels":[],"label_agreement":null},{"id":"W4411200932","doi":"10.1016/j.jpain.2025.105461","title":"Viral voices: Depictions of women’s pain experiences on social media","year":2025,"lang":"en","type":"article","venue":"Journal of Pain","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan; Concordia University","funders":"Canada Research Chairs","keywords":"Social media; Psychology; Social psychology; Medicine; Sociology; Computer science; World Wide Web","score_opus":0.07192530028308432,"score_gpt":0.4072160396246938,"score_spread":0.3352907393416095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411200932","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98424673,0.00017604529,0.00039183965,0.0074914554,0.0063357432,0.00018081172,0.0000012697366,0.0000135386435,0.0011625707],"genre_scores_gemma":[0.9966361,0.0000815017,0.00029106144,0.0006404891,0.002186368,0.00011791459,3.914639e-7,0.000004505018,0.000041655654],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9964464,0.0020935067,0.0005225376,0.00008340471,0.00055122195,0.00030296337],"domain_scores_gemma":[0.99094427,0.008096457,0.000495548,0.000060915678,0.0002568027,0.00014601731],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.011907648,0.00006999389,0.0002410864,0.00024575854,0.00043571688,0.000027888404,0.00026706597,0.00012173337,0.00018076054],"category_scores_gemma":[0.030135412,0.0000652215,0.00009946593,0.0005171473,0.00028939033,0.00015538698,0.000009452124,0.00022403323,0.0000026675125],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050128598,0.00019587012,0.011765286,0.00003662071,0.000028501168,0.0000018417043,0.86587864,0.0000032781059,0.000059562964,0.010089154,0.008268737,0.10362236],"study_design_scores_gemma":[0.00031987316,0.00019568503,0.025293712,0.00015310984,0.000016812995,2.1920408e-7,0.8620897,0.000014712512,0.00011075496,0.006967571,0.10473592,0.000101923],"about_ca_topic_score_codex":0.00046286473,"about_ca_topic_score_gemma":0.0007088557,"teacher_disagreement_score":0.10352044,"about_ca_system_score_codex":0.00089875975,"about_ca_system_score_gemma":0.0012835109,"threshold_uncertainty_score":0.9780342},"labels":[],"label_agreement":null},{"id":"W4411242376","doi":"10.1177/12034754251347570","title":"Beyond the SkinTok: The Black Skin Gap in TikTok’s Skin Cancer Education","year":2025,"lang":"en","type":"letter","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; University of British Columbia; McGill University","funders":"","keywords":"Medicine; Dermatology; Skin cancer; Cancer; Internal medicine","score_opus":0.06331142975571008,"score_gpt":0.3912211176082805,"score_spread":0.3279096878525704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411242376","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.020408245,0.00974329,0.0000017812306,0.9368079,0.026347505,0.00063640496,0.0000030155798,0.000007110746,0.0060447548],"genre_scores_gemma":[0.024599122,0.053603627,0.000018038982,0.82747835,0.09021849,0.00018314115,0.000017420502,0.000039293274,0.003842543],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99580663,0.0012713023,0.0010974356,0.0002067211,0.0011489263,0.0004689514],"domain_scores_gemma":[0.9729809,0.024932804,0.0011804897,0.0002423722,0.0005363375,0.00012708543],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0038504957,0.00023101164,0.00074240746,0.00051685557,0.000421447,0.00006779293,0.00045595894,0.0005258672,0.00033182141],"category_scores_gemma":[0.008810724,0.00013099729,0.00017393011,0.00078172557,0.0009734357,0.00010500897,0.000025133815,0.0022733929,0.0000039823767],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001859666,0.000024876972,0.002249938,0.00012714199,0.00003676596,0.0000878901,0.032836948,0.0000012953633,4.1112108e-7,0.00011396239,0.89726365,0.067238525],"study_design_scores_gemma":[0.000081776925,0.000028512959,0.0013553315,0.0011388803,0.0001361527,0.00011591936,0.012213357,0.0000021534684,0.0000010890074,0.0033024163,0.9814994,0.00012505308],"about_ca_topic_score_codex":0.015588403,"about_ca_topic_score_gemma":0.004534723,"teacher_disagreement_score":0.109329574,"about_ca_system_score_codex":0.0005669311,"about_ca_system_score_gemma":0.007505331,"threshold_uncertainty_score":0.9995385},"labels":[],"label_agreement":null},{"id":"W4411298463","doi":"10.1177/19160216251345465","title":"Exploring the Impact of LearnENT’s Social Media Team as a Powerful Tool in Otolaryngology Medical Education","year":2025,"lang":"en","type":"article","venue":"Journal of Otolaryngology - Head and Neck Surgery","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; University of Toronto; University of British Columbia; University of Saskatchewan; Dalhousie University","funders":"","keywords":"Social media; Medical education; Otorhinolaryngology; Social impact; Psychology; Medicine; Computer science; World Wide Web; Surgery","score_opus":0.08382615694977394,"score_gpt":0.39125392774269957,"score_spread":0.3074277707929256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411298463","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97529215,0.0011965027,0.000002462119,0.014489647,0.007948815,0.0003369325,0.0000013030958,0.000010214787,0.00072195247],"genre_scores_gemma":[0.9956134,0.0024884718,0.000024908382,0.00045314583,0.0013166263,0.000075059244,0.0000028761442,0.000010140594,0.000015351807],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964955,0.0013684381,0.0010231518,0.00017551689,0.00049131573,0.00044607793],"domain_scores_gemma":[0.98811895,0.010655286,0.0006005423,0.0001226133,0.00032629844,0.00017629538],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004529144,0.00014532104,0.0006782398,0.00066389906,0.00030888163,0.000023585022,0.00029206878,0.00033061512,0.00020769311],"category_scores_gemma":[0.031502675,0.00011317998,0.00025202462,0.0008512073,0.00056486734,0.00043814,0.00005031695,0.00080436876,0.0000047362164],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022373447,0.00038857176,0.94996846,0.000053397885,0.00005714508,0.00001779752,0.026684253,6.0871173e-7,0.000037723916,0.0030570542,0.0036100196,0.01590126],"study_design_scores_gemma":[0.0003211739,0.0000802869,0.9905298,0.00027136932,0.00002308938,0.000049897324,0.0028440414,0.0000041800868,0.000017432854,0.0022425475,0.0035303487,0.000085871456],"about_ca_topic_score_codex":0.0046773907,"about_ca_topic_score_gemma":0.001646884,"teacher_disagreement_score":0.040561326,"about_ca_system_score_codex":0.000338959,"about_ca_system_score_gemma":0.0103062885,"threshold_uncertainty_score":0.99530435},"labels":[],"label_agreement":null},{"id":"W4411425295","doi":"10.1177/01939459251346583","title":"Considerations in Recruiting Caregivers of Older Adults to Qualitative Internet-Mediated Research Using Facebook and Meta Business Suite","year":2025,"lang":"en","type":"article","venue":"Western Journal of Nursing Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Saskatchewan; University of Alberta","funders":"","keywords":"Representativeness heuristic; Social media; The Internet; Psychology; Qualitative property; Data collection; Qualitative research; Incentive; Nonprobability sampling; Medical education; Inclusion (mineral); Quality (philosophy); Internet privacy; Medicine; Social psychology; Sociology; World Wide Web; Computer science","score_opus":0.6035515272873159,"score_gpt":0.6357045094652737,"score_spread":0.03215298217795781,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411425295","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97748876,0.0009420859,0.0001274839,0.018357728,0.00077554025,0.0016024725,0.000004184252,0.0000053468616,0.00069639774],"genre_scores_gemma":[0.9987215,0.00009200497,0.00078383513,0.000034258755,0.00015020133,0.00006793293,7.848937e-7,0.000010803649,0.00013872556],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9920574,0.005211746,0.00066848885,0.00021558086,0.0012846038,0.00056221517],"domain_scores_gemma":[0.97825617,0.016419707,0.0002170433,0.000122461,0.004741253,0.00024339226],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.014816396,0.000088167486,0.00039246405,0.0018378899,0.0004485992,0.00014329495,0.0002519428,0.00012623805,0.00004649461],"category_scores_gemma":[0.029877609,0.000088229564,0.000042333355,0.0022388643,0.0010721446,0.00033124816,0.00005935479,0.0008154065,0.000002679435],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001413922,0.00012665646,0.010906269,0.000121189914,0.00006412233,0.0000121360545,0.97985685,0.000015697127,0.0004002194,0.00078271807,0.0004871768,0.0070855683],"study_design_scores_gemma":[0.0009499004,0.00018166321,0.058972057,0.005671792,0.00009054491,0.0000071006734,0.9287327,0.000035327725,0.00048294314,0.004208941,0.0005347981,0.00013224152],"about_ca_topic_score_codex":0.01041316,"about_ca_topic_score_gemma":0.0038454572,"teacher_disagreement_score":0.051124163,"about_ca_system_score_codex":0.0012498689,"about_ca_system_score_gemma":0.0025667895,"threshold_uncertainty_score":0.9961766},"labels":[],"label_agreement":null},{"id":"W4411641318","doi":"10.70759/a7y3xx41","title":"Analysis of Co-authorship Patterns in Global e-Health Literacy Research","year":2025,"lang":"en","type":"article","venue":"Regional journal of information and knowledge management.","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Health literacy; Literacy; Psychology; Sociology; Political science; Pedagogy; Health care","score_opus":0.12131498549622417,"score_gpt":0.5261146052172416,"score_spread":0.40479961972101747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411641318","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.71661335,0.0054290267,0.006133536,0.04000481,0.0039194576,0.0021005117,0.000028789567,0.000028011253,0.22574249],"genre_scores_gemma":[0.9953507,0.003736017,0.00035129805,0.0003069636,0.00009858269,0.000017864473,0.00001277497,0.0000013074506,0.00012445966],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9978964,0.0005885696,0.00075388496,0.000056530404,0.0004939053,0.000210711],"domain_scores_gemma":[0.99811035,0.0006111336,0.00041682023,0.000074046955,0.00066679384,0.00012083086],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005521271,0.000053041065,0.00022202537,0.0018780412,0.00019528584,0.00007068692,0.00020641251,0.00006234463,0.000024168901],"category_scores_gemma":[0.0005007211,0.000052437117,0.00006899585,0.0031710663,0.00013082476,0.0006155745,0.0000340226,0.0001818378,0.000004689208],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055675944,0.000105539824,0.2551544,0.00036825563,0.00018759086,7.4735425e-7,0.053478602,0.000012887487,6.488832e-8,0.24728166,0.0044991244,0.43885547],"study_design_scores_gemma":[0.00044075737,0.000041838037,0.7605532,0.00039737552,0.00005834526,4.5723232e-7,0.026804358,0.00020080632,4.96901e-7,0.0033178786,0.2081339,0.000050611816],"about_ca_topic_score_codex":0.00064506923,"about_ca_topic_score_gemma":0.00096469774,"teacher_disagreement_score":0.50539875,"about_ca_system_score_codex":0.00057852024,"about_ca_system_score_gemma":0.0007518085,"threshold_uncertainty_score":0.21383235},"labels":[],"label_agreement":null},{"id":"W4411656606","doi":"10.51847/glcis9hau0","title":"10.51847/gLcis9hAu0","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Subject (documents); Social media; Computer science; Psychology; Sociology; World Wide Web","score_opus":0.042525510233659254,"score_gpt":0.3212244484302497,"score_spread":0.2786989381965905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411656606","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008139077,0.000042361542,1.3232881e-7,0.006264285,0.000071930386,0.00055602903,0.0000022254517,0.00013999878,0.98478395],"genre_scores_gemma":[0.0008773268,0.0000022304014,0.00013462725,0.00016961659,0.0013012727,0.00020780902,0.000004061168,0.00001059261,0.99729246],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99900925,0.00013640265,0.00012927849,0.00014258407,0.00028100767,0.0003014525],"domain_scores_gemma":[0.9990883,0.0004321686,0.000024854402,0.00013201968,0.00006330082,0.00025934636],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004382134,0.000058128888,0.00008906778,0.00004632783,0.0003501562,0.000035391393,0.00018576282,0.00007788714,0.99347013],"category_scores_gemma":[0.0009267498,0.00006617574,0.00002694875,0.0003981191,0.0000760606,0.00010070324,0.0000083156,0.00006827055,0.98160195],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009508588,0.000023197055,0.000003645932,0.0000018282618,0.0000016198297,3.1435275e-7,0.0023826726,0.000002594853,0.0000015806681,0.000029522495,0.02503271,0.9725108],"study_design_scores_gemma":[0.000048253314,0.000029245353,0.00047510408,0.000007188928,0.0000037905925,1.410476e-7,0.0000446618,0.00000409183,0.0000017584878,0.000021867838,0.99928594,0.00007795405],"about_ca_topic_score_codex":0.002087728,"about_ca_topic_score_gemma":0.000013406774,"teacher_disagreement_score":0.97425324,"about_ca_system_score_codex":0.00015691458,"about_ca_system_score_gemma":0.00024026935,"threshold_uncertainty_score":0.3156034},"labels":[],"label_agreement":null},{"id":"W4411658423","doi":"10.51847/x1pvyi8","title":"10.51847/x1pVYI8","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Cognition; Psychology; Social media; Computer science; Psychiatry; World Wide Web","score_opus":0.0418619442488224,"score_gpt":0.3195498631587592,"score_spread":0.2776879189099368,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411658423","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009258094,0.000041705036,1.1989313e-7,0.005793449,0.00006664681,0.0005397817,0.0000021279827,0.0001365599,0.9841615],"genre_scores_gemma":[0.0007425235,0.0000018022778,0.00015289958,0.00016497142,0.0012947101,0.0001992371,0.0000035610515,0.000010498847,0.9974298],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990299,0.0001343512,0.00012352069,0.00013871895,0.00026876872,0.00030474056],"domain_scores_gemma":[0.9991153,0.0004180036,0.000023945997,0.00012890837,0.000058678375,0.00025518576],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00041844873,0.00005703037,0.00008779162,0.000043108383,0.00032569098,0.000035909045,0.00018556305,0.00007634568,0.99346286],"category_scores_gemma":[0.00088080217,0.00006530022,0.000025702166,0.00037876845,0.00007669172,0.000098719356,0.000007798115,0.000067769746,0.9812728],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008571637,0.00002254305,0.000004174331,0.000001902406,0.0000017249175,2.590845e-7,0.0026691689,0.0000019981037,0.0000020944458,0.000026353804,0.01863455,0.97862667],"study_design_scores_gemma":[0.000045277877,0.00003021042,0.0005169438,0.000006733117,0.0000038919875,1.2321671e-7,0.000044478213,0.0000027393967,0.0000015548583,0.000018066992,0.99925315,0.00007684799],"about_ca_topic_score_codex":0.0025207286,"about_ca_topic_score_gemma":0.0000145120375,"teacher_disagreement_score":0.9806186,"about_ca_system_score_codex":0.00015443396,"about_ca_system_score_gemma":0.00024695785,"threshold_uncertainty_score":0.38106042},"labels":[],"label_agreement":null},{"id":"W4411696152","doi":"10.5152/tud.2025.25033","title":"Unraveling Online Perspectives and Misinformation Surrounding Urinary Tract Infections: A Thematic Analysis of 1200 Instagram Posts","year":2025,"lang":"en","type":"article","venue":"Urology Research and Practice","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Misinformation; Urinary system; Thematic analysis; Medicine; Psychology; Computer science; Sociology; Internal medicine; Qualitative research; Computer security","score_opus":0.2019653758489187,"score_gpt":0.5488061795913906,"score_spread":0.34684080374247184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411696152","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96786624,0.002706222,0.00014896321,0.020761767,0.00021437171,0.00056748546,0.000004338059,0.00001952976,0.0077111004],"genre_scores_gemma":[0.9943149,0.004903521,0.0004574223,0.00011580601,0.00008159451,0.00005675538,0.000009252939,0.0000027746357,0.000057936115],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.997403,0.0016414344,0.00024404484,0.0001599333,0.00028828086,0.00026328542],"domain_scores_gemma":[0.9710333,0.027975494,0.00014090528,0.000104941275,0.0006544477,0.000090913825],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.006095015,0.000055941713,0.00017508004,0.0009879057,0.0007965263,0.00006800121,0.000080087695,0.00013222311,0.000029737768],"category_scores_gemma":[0.06154103,0.000056663535,0.000024139928,0.002284345,0.0005733442,0.00065938104,0.000038813156,0.00040290423,0.0000015334306],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00073088234,0.004151687,0.22194874,0.00031526474,0.0010739523,0.000008665648,0.5761813,0.000039146682,0.000092457194,0.1340876,0.00012714059,0.06124316],"study_design_scores_gemma":[0.000488736,0.0014017199,0.37476277,0.000063435444,0.0006649519,0.000023861865,0.5942828,0.0018349795,0.0000056090607,0.006809151,0.019511709,0.00015025269],"about_ca_topic_score_codex":0.005868982,"about_ca_topic_score_gemma":0.0010710203,"teacher_disagreement_score":0.15281403,"about_ca_system_score_codex":0.000120386176,"about_ca_system_score_gemma":0.0005568487,"threshold_uncertainty_score":0.946364},"labels":[],"label_agreement":null},{"id":"W4411792728","doi":"10.1080/26895269.2025.2520956","title":"“Internet hugs”: The use of Reddit as a valuable form of social support during medical transitioning","year":2025,"lang":"en","type":"article","venue":"International Journal of Transgender Health","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Centre for Addiction and Mental Health; Western University; University of Toronto","funders":"","keywords":"The Internet; Internet privacy; Psychology; World Wide Web; Computer science","score_opus":0.1971226974300013,"score_gpt":0.46344689819304014,"score_spread":0.26632420076303887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411792728","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83482975,0.00027673045,0.0042942367,0.15035184,0.007946273,0.0006033335,0.000032434884,0.000016303571,0.0016491135],"genre_scores_gemma":[0.9966931,0.0005537391,0.0005140276,0.0012060929,0.00082113885,0.000017821334,0.0000059175686,0.000009004317,0.00017920289],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9962024,0.00044759474,0.0011876415,0.00011591154,0.0017730155,0.00027344516],"domain_scores_gemma":[0.99707574,0.0010097512,0.0007567751,0.00007617297,0.000919747,0.00016183895],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027327922,0.00009090195,0.0003151063,0.00027362624,0.00025116873,0.000034534554,0.00060830073,0.00013077275,0.00078958605],"category_scores_gemma":[0.0013075045,0.00007886071,0.00021988095,0.00032318285,0.000301224,0.00033356258,0.000015514674,0.00039058222,0.0000018638025],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012298588,0.0010303393,0.01778362,0.00064471463,0.0010956755,0.00003118807,0.7883882,0.00014412201,0.00031870906,0.104289874,0.013796605,0.07124713],"study_design_scores_gemma":[0.012398735,0.0016093185,0.41756043,0.0045937113,0.00047392788,0.00029952303,0.117716305,0.00056108006,0.0070663434,0.03671238,0.40014604,0.0008622337],"about_ca_topic_score_codex":0.005202234,"about_ca_topic_score_gemma":0.0016186663,"teacher_disagreement_score":0.6706719,"about_ca_system_score_codex":0.00050926174,"about_ca_system_score_gemma":0.0055152746,"threshold_uncertainty_score":0.97838604},"labels":[],"label_agreement":null},{"id":"W4411855400","doi":"10.20944/preprints202507.0070.v1","title":"Wharton’s Jelly Allografts for Intra-Articular Cartilage Degeneration in the Ankle","year":2025,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Degeneration (medical); Ankle; Articular cartilage; Medicine; Cartilage; Anatomy; Wharton's jelly; Surgery; Pathology; Osteoarthritis; Umbilical cord","score_opus":0.26572298195763666,"score_gpt":0.45716514152827037,"score_spread":0.1914421595706337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411855400","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96179956,0.0002875194,0.00026698087,0.019355198,0.007130402,0.0068690954,0.000022512977,0.000110493056,0.004158255],"genre_scores_gemma":[0.985318,0.00036269732,0.00046029102,0.0008892955,0.0016739351,0.010908968,0.00008271694,0.000016870097,0.00028721802],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963977,0.0011637082,0.00061506475,0.00071324286,0.0005476894,0.00056262553],"domain_scores_gemma":[0.9969229,0.0015843075,0.00028154737,0.000774991,0.00031112332,0.00012514803],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0046365606,0.00022630757,0.00032995956,0.00016856131,0.00052695343,0.0000881607,0.00089460495,0.00053377793,0.00014908878],"category_scores_gemma":[0.0069456794,0.00022204503,0.00017673708,0.0004214644,0.00019798538,0.00014068106,0.00026864832,0.0006503405,0.000101493184],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000064559776,0.00045071953,0.6285504,0.00055899756,0.000038725702,0.0000043950117,0.3326696,0.0006920014,0.0030707351,0.02808777,0.0011804806,0.0046316455],"study_design_scores_gemma":[0.0012270283,0.000063443935,0.43261063,0.00074478606,0.00035423008,9.510884e-7,0.028873,0.00039358667,0.053195067,0.052244306,0.42891088,0.0013820962],"about_ca_topic_score_codex":0.004971973,"about_ca_topic_score_gemma":0.013819704,"teacher_disagreement_score":0.42773038,"about_ca_system_score_codex":0.00062054006,"about_ca_system_score_gemma":0.0016350433,"threshold_uncertainty_score":0.90547335},"labels":[],"label_agreement":null},{"id":"W4411968588","doi":"10.2196/57523","title":"Health Care Content and Engagement in Chronic Illness Instagram Posts: Content Analysis","year":2025,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Content (measure theory); Content analysis; User engagement; User-generated content; Psychology; Internet privacy; World Wide Web; Computer science; Sociology; Social media","score_opus":0.30564396292207024,"score_gpt":0.5568894747737296,"score_spread":0.2512455118516594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411968588","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96356237,0.003848249,0.000059156533,0.023625381,0.00073816086,0.0039920546,0.000017789329,0.000036996753,0.0041198223],"genre_scores_gemma":[0.9953554,0.001631307,0.000029932635,0.00022110749,0.00010180201,0.0025195298,0.00002769147,0.0000051233465,0.000108074055],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9951761,0.0025270616,0.00043920532,0.0002567914,0.00083242723,0.00076843996],"domain_scores_gemma":[0.9970441,0.0017534409,0.00010606561,0.0001875504,0.0006856982,0.0002231349],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0050199437,0.00009902706,0.00032447485,0.0010751527,0.0013688145,0.00011318929,0.0002549457,0.000099277444,0.00004297965],"category_scores_gemma":[0.0013914501,0.00009416388,0.000057560268,0.0034013297,0.00051185273,0.00029372933,0.00013530122,0.00061430136,0.000012919926],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035600788,0.00011481069,0.05513897,0.00035812618,0.000088364526,9.717307e-7,0.73155767,0.0000031400962,0.0000070745155,0.030943539,0.0005867492,0.18116501],"study_design_scores_gemma":[0.00050411414,0.00017967583,0.45524102,0.00014394388,0.000008603356,3.359633e-8,0.50739694,0.000060886035,0.000025713662,0.00019939423,0.036147635,0.000092019916],"about_ca_topic_score_codex":0.061107084,"about_ca_topic_score_gemma":0.078470215,"teacher_disagreement_score":0.40010205,"about_ca_system_score_codex":0.0073050256,"about_ca_system_score_gemma":0.0032358987,"threshold_uncertainty_score":0.9999313},"labels":[],"label_agreement":null},{"id":"W4412044178","doi":"10.1080/17538068.2025.2521910","title":"Where do we go from here? The threat of misinformation in clinical settings","year":2025,"lang":"en","type":"editorial","venue":"Journal of Communications In Healthcare","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Misinformation; Internet privacy; Psychology; Computer security; Computer science","score_opus":0.12685032564226975,"score_gpt":0.5133204208093536,"score_spread":0.38647009516708386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412044178","genre_codex":"editorial","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0051005357,0.09139482,0.000006397962,0.2832148,0.61754197,0.0015455572,0.0001280348,0.000014300976,0.0010535399],"genre_scores_gemma":[0.040943958,0.6198903,0.0040008733,0.00034551797,0.33429226,0.00028015548,0.00012815905,0.000036824153,0.00008199369],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9898834,0.0047511733,0.003613363,0.00016581088,0.0012461744,0.00034006496],"domain_scores_gemma":[0.94560766,0.046641383,0.0039029594,0.0014748479,0.0022069488,0.00016621727],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.010578362,0.00018180705,0.00083245744,0.0004608032,0.00044375658,0.00007506851,0.0029748823,0.0013151108,0.000022158894],"category_scores_gemma":[0.02941346,0.00015972061,0.00022708868,0.0012153093,0.0005832712,0.0003737276,0.00021425656,0.004224814,0.0000055172395],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011534508,0.00030353465,0.07451386,0.00074195454,0.000048395086,0.0000012259974,0.08750176,0.000007913662,1.3122823e-7,0.003345084,0.6607896,0.17263119],"study_design_scores_gemma":[0.00045907527,0.00006689961,0.009973802,0.0052749924,0.000035083267,2.4686298e-7,0.02399118,0.00001249426,2.9459088e-7,0.0071768155,0.95289737,0.00011176657],"about_ca_topic_score_codex":0.04127485,"about_ca_topic_score_gemma":0.09234966,"teacher_disagreement_score":0.52849543,"about_ca_system_score_codex":0.0015332414,"about_ca_system_score_gemma":0.010750502,"threshold_uncertainty_score":0.9999814},"labels":[],"label_agreement":null},{"id":"W4412090891","doi":"10.1016/j.phacli.2025.06.006","title":"Infectiologie. Outils et podcasts utiles dans notre pratique pharmaceutique quotidienne","year":2025,"lang":"fr","type":"article","venue":"Le Pharmacien Clinicien","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Computer science","score_opus":0.22485833568240352,"score_gpt":0.5372218044271034,"score_spread":0.3123634687446999,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412090891","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6678223,0.0071875146,0.0016937867,0.1394181,0.084534794,0.0044393204,0.00014860892,0.00053805026,0.094217554],"genre_scores_gemma":[0.9547232,0.012106916,0.0008056098,0.01510283,0.0027890077,0.0012434018,0.0000413266,0.00005625245,0.013131459],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9910562,0.004204013,0.0014059892,0.0011155865,0.0005808169,0.0016373812],"domain_scores_gemma":[0.98831016,0.009304887,0.0006964872,0.0005391147,0.0005240403,0.0006253102],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.007192377,0.00052935403,0.0007429356,0.00030797563,0.0014151874,0.00019838079,0.0010810591,0.0007592571,0.0005877544],"category_scores_gemma":[0.0058929855,0.000606597,0.00035426233,0.0029122343,0.0021295096,0.0009732276,0.00030369294,0.0017102243,0.0004792495],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018925783,0.0035533097,0.1983595,0.00087400427,0.0003514607,0.00004868665,0.1782609,0.00044201978,0.003154917,0.18643394,0.023996852,0.40433517],"study_design_scores_gemma":[0.0017155199,0.00016931837,0.022100255,0.00029534998,0.0002227276,0.000008981094,0.013011015,0.001452161,0.0041817403,0.0047120485,0.95144236,0.0006885503],"about_ca_topic_score_codex":0.0143035045,"about_ca_topic_score_gemma":0.0035924248,"teacher_disagreement_score":0.9274455,"about_ca_system_score_codex":0.0011658418,"about_ca_system_score_gemma":0.0072955485,"threshold_uncertainty_score":0.99988484},"labels":[],"label_agreement":null},{"id":"W4412103098","doi":"10.1177/20552076251357396","title":"Exploration for a knowledge translation model in public dissemination via social media: Insights from an innovative Cochrane evidence dissemination competition in China","year":2025,"lang":"en","type":"article","venue":"Digital Health","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cochrane","funders":"","keywords":"China; Competition (biology); Social media; Knowledge translation; Dissemination; Information Dissemination; Business; Knowledge management; Public relations; Political science; Computer science; World Wide Web; Biology; Telecommunications; Ecology","score_opus":0.18378791160508776,"score_gpt":0.4779469314424172,"score_spread":0.2941590198373294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412103098","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89076114,0.00092281477,0.0673675,0.033204496,0.0018418048,0.004166414,0.00011201646,0.00013618023,0.0014876481],"genre_scores_gemma":[0.9954625,0.0002364191,0.00036421238,0.00008433724,0.0003941497,0.0015350969,0.0018941778,0.000016053546,0.00001308319],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99759984,0.000431289,0.00074713124,0.0004206312,0.00041342416,0.0003876698],"domain_scores_gemma":[0.9940753,0.004871277,0.00029578485,0.00011445288,0.0005189217,0.00012426838],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011652302,0.00016058555,0.0003168988,0.00068539334,0.00051803445,0.0001878558,0.0001832521,0.00023087215,0.0000045588736],"category_scores_gemma":[0.005019552,0.00019382339,0.000035445657,0.0026219497,0.00014539064,0.0044005513,0.000013153311,0.00022312785,0.0000030636704],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008427063,0.0005207363,0.0021140554,0.0001753321,0.0000029014989,1.5187635e-7,0.47276258,0.000020856272,0.000066558074,0.057316124,0.00006604035,0.46687037],"study_design_scores_gemma":[0.0021083541,0.00032080736,0.45216253,0.004130978,0.000015970558,1.3915833e-7,0.086377114,0.12645365,0.00019066976,0.3262706,0.0011243793,0.0008447877],"about_ca_topic_score_codex":0.0014165624,"about_ca_topic_score_gemma":0.053730298,"teacher_disagreement_score":0.4660256,"about_ca_system_score_codex":0.001809265,"about_ca_system_score_gemma":0.0015904182,"threshold_uncertainty_score":0.9635367},"labels":[],"label_agreement":null},{"id":"W4412338572","doi":"","title":"Facebook shuts the gate after the horse has bolted, and hurts real research in the process","year":2018,"lang":"en","type":"article","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":73,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Process (computing); Computer science; Business; Psychology; Internet privacy; Operating system","score_opus":0.34926192406017903,"score_gpt":0.5312814502748129,"score_spread":0.18201952621463385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412338572","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.805346,0.000109391294,0.0000011853732,0.13401349,0.00077202835,0.0027543579,7.541133e-7,0.00002236987,0.056980435],"genre_scores_gemma":[0.99388796,0.0002319245,0.00001181597,0.0011063523,0.0016516261,0.0026006307,3.7466017e-7,0.000007008452,0.00050227833],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9968069,0.0016404382,0.00015488241,0.00019022754,0.0007357302,0.00047180796],"domain_scores_gemma":[0.99618024,0.0032127409,0.00004038036,0.00025186234,0.00023984603,0.00007491076],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.007606445,0.00006598033,0.00006940908,0.000048039296,0.0018962226,0.00025750205,0.00049172185,0.0000901807,0.00023324932],"category_scores_gemma":[0.0014699098,0.00002981961,0.00001486754,0.0006552535,0.002624816,0.0001363549,0.000048742324,0.00034930682,0.00011912464],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000053945685,0.000042308042,0.03231339,0.00001644473,0.0000034930767,0.0000015152318,0.936077,1.1955777e-7,0.0000044085177,0.0075664306,0.0067556617,0.01716531],"study_design_scores_gemma":[0.00020796206,0.00011787257,0.3342078,0.00005168467,0.000008983495,0.0000018918203,0.34281373,0.000040313123,0.000049091985,0.030113941,0.2922456,0.00014113219],"about_ca_topic_score_codex":0.02850973,"about_ca_topic_score_gemma":0.07657326,"teacher_disagreement_score":0.59326327,"about_ca_system_score_codex":0.000084632564,"about_ca_system_score_gemma":0.0006487009,"threshold_uncertainty_score":0.9994032},"labels":[],"label_agreement":null},{"id":"W4412437715","doi":"10.1016/j.ocarto.2025.100650","title":"Networking in the osteoarthritis research community in the digital era","year":2025,"lang":"en","type":"article","venue":"Osteoarthritis and Cartilage Open","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Research Canada; University of British Columbia; Arthritis Research Centre of Canada; University of Toronto","funders":"University of Melbourne; European Commission","keywords":"Osteoarthritis; Medicine; Alternative medicine; Pathology","score_opus":0.13767083036984848,"score_gpt":0.4335685017260774,"score_spread":0.2958976713562289,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412437715","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82104003,0.0023561737,2.452234e-7,0.014372024,0.00091887667,0.002481748,0.000006956114,0.000008711434,0.15881522],"genre_scores_gemma":[0.9963712,0.0004742446,0.000008465258,0.0010283722,0.0004352548,0.0015509711,0.000011672415,0.0000067313917,0.00011309886],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9937259,0.0047240136,0.00030626843,0.00020003675,0.0004901824,0.00055362785],"domain_scores_gemma":[0.9941836,0.0052488977,0.000046818648,0.000379625,0.00008293957,0.000058127713],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.010769845,0.000092704475,0.00018196614,0.00011412755,0.002158462,0.0015758862,0.001244448,0.00012009889,0.000023883973],"category_scores_gemma":[0.0018019733,0.00007383164,0.000028477736,0.0014926945,0.0005206959,0.00045289457,0.00027574328,0.0010550653,0.00001156239],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002717554,0.000104313374,0.039788745,0.00001645721,6.8515027e-7,0.000021303182,0.20587373,4.7933946e-7,0.000007327674,0.017078577,0.0017090963,0.7353721],"study_design_scores_gemma":[0.0012753544,0.0002717488,0.06222371,0.00059031637,0.0000043244227,0.0000046683667,0.43020338,0.0000012870905,0.000013365658,0.014157698,0.49108446,0.00016966692],"about_ca_topic_score_codex":0.017632214,"about_ca_topic_score_gemma":0.27029175,"teacher_disagreement_score":0.73520243,"about_ca_system_score_codex":0.00011029474,"about_ca_system_score_gemma":0.00039833324,"threshold_uncertainty_score":0.9994606},"labels":[],"label_agreement":null},{"id":"W4412450906","doi":"10.1016/j.pec.2025.108911","title":"Teaching visual literacy to medical students, a scoping review on effective infographic design","year":2025,"lang":"en","type":"review","venue":"Patient Education and Counseling","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Infographic; Visual literacy; Medical education; Health literacy; Literacy; Multimedia; Psychology; Medicine; Computer science; Mathematics education; Pedagogy; Political science; Health care","score_opus":0.059929247215412734,"score_gpt":0.5258774601282431,"score_spread":0.4659482129128304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412450906","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0001019621,0.9780061,0.00022457763,0.001036647,0.0067691403,0.013464485,0.0000020056646,0.0000727919,0.00032224186],"genre_scores_gemma":[0.000036896807,0.9803717,0.00030230908,0.0061515584,0.0009666286,0.012068853,0.000038479055,0.00002378359,0.000039765102],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9937088,0.003031053,0.00087572937,0.00053784973,0.001468069,0.00037852928],"domain_scores_gemma":[0.9893865,0.008999741,0.00047185537,0.0002100172,0.0003266535,0.00060521514],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0046042637,0.00031394063,0.0009531592,0.0005518344,0.0009149239,0.00023584958,0.0004231623,0.0002894233,0.00006978374],"category_scores_gemma":[0.022119612,0.00030023314,0.00015152803,0.001057121,0.00006762571,0.00014415357,0.000056792396,0.0006554673,0.000042118518],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000024865562,0.00022208718,0.000019624082,0.051271193,0.000017751518,2.3720854e-7,0.024983395,9.086676e-8,1.2418573e-9,0.00015180155,0.00057732133,0.922754],"study_design_scores_gemma":[0.000025021629,0.00007650736,0.000002805972,0.51087976,0.0001397534,5.8271155e-7,0.00074449356,8.384482e-7,1.5703673e-8,0.000024591396,0.48792785,0.00017776356],"about_ca_topic_score_codex":0.00087323366,"about_ca_topic_score_gemma":0.000075017095,"teacher_disagreement_score":0.92257625,"about_ca_system_score_codex":0.0005155331,"about_ca_system_score_gemma":0.009001124,"threshold_uncertainty_score":0.999945},"labels":[],"label_agreement":null},{"id":"W4412491786","doi":"10.1007/s00266-025-05059-5","title":"Do Educational Cosmetic Accounts on Social Media Influence the Consideration of Cosmetic Procedures?","year":2025,"lang":"en","type":"article","venue":"Aesthetic Plastic Surgery","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Plastic surgery; Social media; Otorhinolaryngology; Surgery; Family medicine","score_opus":0.07884024370412746,"score_gpt":0.3737690355896848,"score_spread":0.2949287918855573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412491786","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9696145,0.00022864946,0.00001099406,0.018314352,0.010128357,0.0006237841,0.000009862736,0.000039119328,0.001030391],"genre_scores_gemma":[0.99820393,0.00013048534,0.000029673458,0.0005432525,0.0004337704,0.00061028404,0.000011927131,0.00001255137,0.000024145971],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9973756,0.00057912414,0.00056790875,0.00028158745,0.00079897157,0.00039682345],"domain_scores_gemma":[0.9135848,0.0850949,0.00039852608,0.00023433357,0.00057232496,0.00011507194],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0016145775,0.00015716525,0.00030310365,0.00028941952,0.000867728,0.0000877489,0.0002651632,0.00016819936,0.00015247565],"category_scores_gemma":[0.08896812,0.00013753031,0.00009381585,0.0010316949,0.0009819291,0.00013277623,0.0000230889,0.00022800546,0.0000749112],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000293345,0.0012606278,0.2596496,0.00045451798,0.000084732645,0.0000048203506,0.088889785,0.00021434572,0.00013284889,0.47643673,0.084286615,0.088292],"study_design_scores_gemma":[0.0003086811,0.000026287005,0.95088583,0.0006476188,0.00010630867,0.0000048767947,0.007191814,0.000022783695,0.000100870144,0.030407006,0.009976626,0.0003212874],"about_ca_topic_score_codex":0.00040857797,"about_ca_topic_score_gemma":0.00050458766,"teacher_disagreement_score":0.6912362,"about_ca_system_score_codex":0.00028550613,"about_ca_system_score_gemma":0.005824782,"threshold_uncertainty_score":0.9998113},"labels":[],"label_agreement":null},{"id":"W4412620131","doi":"10.2196/73619","title":"Harnessing Facebook to Investigate Real-World Mentions of Adverse Events of Glucagon-Like Peptide-1 Receptor Agonist (GLP-1 RA) Medications: Observational Study of Facebook Posts From 2022 to 2024","year":2025,"lang":"en","type":"article","venue":"JMIR Infodemiology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Minority Health and Health Disparities","keywords":"Adverse effect; Weight loss; Medicine; Popularity; Social media; Glucagon-like peptide 1 receptor; Python (programming language); Internal medicine; Obesity; Agonist; World Wide Web; Receptor; Psychology; Computer science; Social psychology","score_opus":0.16772717214241026,"score_gpt":0.46576196084087623,"score_spread":0.298034788698466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412620131","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9764547,0.000033540073,0.000117006595,0.009464132,0.0037481892,0.006748355,0.00012331575,0.000041077423,0.00326973],"genre_scores_gemma":[0.9804092,0.00008651619,0.0041049356,0.0014854262,0.0002581472,0.009899643,0.00015344791,0.000019491628,0.003583192],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962353,0.001132717,0.0013784361,0.00037541098,0.0005179261,0.00036019293],"domain_scores_gemma":[0.99482644,0.0030611088,0.00079530064,0.0004272978,0.00061766565,0.00027222003],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017761239,0.00017421841,0.0005906999,0.0004924708,0.00034891348,0.0000043324794,0.0005633031,0.00020473082,0.0006230128],"category_scores_gemma":[0.0040070796,0.0001973416,0.00009178935,0.0013462552,0.00044762852,0.00015331557,0.00021799386,0.00024548962,0.00004924175],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010650943,0.0004903923,0.8837112,0.00009164894,0.00013660979,1.6245446e-7,0.08815178,0.000253072,0.0026211867,0.008889253,0.013831077,0.0017170651],"study_design_scores_gemma":[0.0005579787,0.00017432292,0.92962694,0.00031834544,0.000078517056,3.2866854e-8,0.03017778,0.000026291002,0.00029939206,0.0036657664,0.034906693,0.00016795324],"about_ca_topic_score_codex":0.029618613,"about_ca_topic_score_gemma":0.0173519,"teacher_disagreement_score":0.057974003,"about_ca_system_score_codex":0.00050887716,"about_ca_system_score_gemma":0.0022871615,"threshold_uncertainty_score":0.97684324},"labels":[],"label_agreement":null},{"id":"W4412695767","doi":"10.1080/0142159x.2025.2533402","title":"How do medical educators discern, decode, and act upon trainees appearing to engage in impression management?","year":2025,"lang":"en","type":"article","venue":"Medical Teacher","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Impression management; Context (archaeology); Psychology; Impression formation; Perception; Grounded theory; Precedent; Qualitative research; Medical education; Social psychology; Medicine; Social perception; Sociology; Political science","score_opus":0.04227873607314139,"score_gpt":0.4163529545838555,"score_spread":0.3740742185107141,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412695767","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8808662,0.0006126421,0.00017377807,0.09696265,0.0030588673,0.00084622495,3.3746767e-7,0.00007624784,0.017403042],"genre_scores_gemma":[0.9958932,0.0003853419,0.00023418156,0.00070761325,0.0007663971,0.00042070565,0.000002596565,0.000013344193,0.0015766362],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970877,0.00065228355,0.0002648797,0.00036249182,0.0011389811,0.0004936499],"domain_scores_gemma":[0.9983264,0.00067590334,0.000044392997,0.0001637572,0.00002124574,0.00076830393],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0037315572,0.00012583261,0.00022054097,0.00022884028,0.000302298,0.00009347447,0.0003978279,0.00034873997,0.0009918619],"category_scores_gemma":[0.016002739,0.00011256878,0.00003503305,0.00062394195,0.00021115674,0.00012823513,0.00015775765,0.0006738525,0.000011656694],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014149755,0.00019081972,0.20059066,0.00010530946,0.000015703836,0.000013402386,0.055880688,1.1177961e-7,0.000002509456,0.0048650033,0.0047264644,0.7335952],"study_design_scores_gemma":[0.0012744169,0.000046176232,0.35459885,0.0016784911,0.000039014674,0.000001175542,0.11412232,0.00031458779,0.000014602828,0.0031327847,0.5243464,0.00043119397],"about_ca_topic_score_codex":0.0021443595,"about_ca_topic_score_gemma":0.0037395891,"teacher_disagreement_score":0.733164,"about_ca_system_score_codex":0.0002875662,"about_ca_system_score_gemma":0.0005839718,"threshold_uncertainty_score":0.9999214},"labels":[],"label_agreement":null},{"id":"W4412778924","doi":"10.1093/asjof/ojaf051","title":"Content Analysis of Instagram Stories of Top Plastic Surgeons","year":2025,"lang":"en","type":"article","venue":"Aesthetic Surgery Journal Open Forum","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Saint John Regional Hospital; Dalhousie University","funders":"","keywords":"Content analysis; Advertising; Sociology; Business; Social science","score_opus":0.15942429596510493,"score_gpt":0.4146570873530187,"score_spread":0.25523279138791377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412778924","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9549179,0.00044091328,0.00013665156,0.03348871,0.0075645386,0.0004683957,0.000008657851,0.000010611163,0.0029636207],"genre_scores_gemma":[0.99884295,0.00045535123,0.000080465805,0.00030129397,0.000014139306,0.00005503016,0.0000045516476,0.0000070270985,0.00023921342],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.997448,0.0005690666,0.0009401129,0.00014448939,0.0004985436,0.00039975488],"domain_scores_gemma":[0.99227786,0.0059005204,0.00078594947,0.00020555146,0.0006477767,0.00018231978],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035462675,0.00010362938,0.00072720944,0.00076150626,0.00049021386,0.00009115394,0.00047767942,0.00010508124,0.000258927],"category_scores_gemma":[0.0046551907,0.0000975929,0.00032524753,0.0026507443,0.00038085214,0.00027391769,0.00007512009,0.00018379034,0.0000034534467],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000066152985,0.00018862667,0.8931821,0.0000084153335,0.0002789917,0.0000033551535,0.0076093506,0.00003110987,0.0000050867934,0.018897885,0.010261829,0.069467075],"study_design_scores_gemma":[0.0004930274,0.00011738845,0.3606425,0.00056769635,0.0009571323,0.000015177664,0.09883172,0.000042890188,0.00027650443,0.0038494498,0.53385353,0.00035298767],"about_ca_topic_score_codex":0.019698283,"about_ca_topic_score_gemma":0.0075767394,"teacher_disagreement_score":0.5325396,"about_ca_system_score_codex":0.00023297155,"about_ca_system_score_gemma":0.002507721,"threshold_uncertainty_score":0.98682964},"labels":[],"label_agreement":null},{"id":"W4412839031","doi":"10.3899/jrheum.2025-0455","title":"Engaging Arabic-Speaking Patients With Rheumatic Diseases Through Social Media: A Multinational Infodemiology Analysis","year":2025,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Arabic; Multinational corporation; Social media; Physical therapy; Family medicine; Linguistics","score_opus":0.039521642423516676,"score_gpt":0.36505168112716213,"score_spread":0.32553003870364544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412839031","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9838695,0.00042702185,0.0023447482,0.010390105,0.0022474946,0.0003097493,0.000004100781,0.000021597563,0.0003856944],"genre_scores_gemma":[0.9985757,0.00036260908,0.0006583303,0.00028183026,0.00007095418,0.000032761513,0.0000067209407,0.000007171418,0.0000039380316],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963731,0.0019296772,0.00074447773,0.00011330441,0.00048059245,0.0003588188],"domain_scores_gemma":[0.98106366,0.016815286,0.0010787342,0.00011565661,0.00084943546,0.0000772373],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0018193603,0.00012275025,0.0005740996,0.0003596231,0.0010808719,0.00002341012,0.00045715654,0.00013781394,0.00008938973],"category_scores_gemma":[0.017458534,0.00008286081,0.0001306937,0.0013027734,0.00072679826,0.00030748686,0.000042128904,0.0004293646,0.000004432765],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010187595,0.0000871989,0.8855427,0.00002354495,0.00039257054,3.2149262e-7,0.090345524,0.00007494968,9.373578e-8,0.01776236,0.00032194157,0.0053469534],"study_design_scores_gemma":[0.0011929784,0.000031985463,0.9681293,0.00010342461,0.0008090241,0.000005199061,0.019655066,0.000071543924,4.0968573e-7,0.008370287,0.0015200246,0.00011079326],"about_ca_topic_score_codex":0.001914512,"about_ca_topic_score_gemma":0.003821378,"teacher_disagreement_score":0.082586594,"about_ca_system_score_codex":0.00028903014,"about_ca_system_score_gemma":0.0010251473,"threshold_uncertainty_score":0.99081784},"labels":[],"label_agreement":null},{"id":"W4413042914","doi":"10.1016/j.apmr.2025.07.016","title":"Fraud, Deception, and Subversion: Recommendations for Maintaining Data Integrity","year":2025,"lang":"en","type":"article","venue":"Archives of Physical Medicine and Rehabilitation","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver Coastal Health Research Institute; Vancouver Coastal Health","funders":"Creative Nonfiction; Administration for Community Living; Craig H. Neilsen Foundation; National Institute on Disability, Independent Living, and Rehabilitation Research; U.S. Department of Health and Human Services","keywords":"Compromise; Subversion; Internet privacy; Anonymity; Deception; Remuneration; Observational study; Psychology; Computer science; Business; Computer security; Medicine; Social psychology; Political science","score_opus":0.11056733070087052,"score_gpt":0.47152132254758167,"score_spread":0.3609539918467112,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413042914","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.53278416,0.00036587543,0.008048986,0.4534056,0.0010731171,0.0016601795,0.00002557556,0.00003578462,0.0026007136],"genre_scores_gemma":[0.98235786,0.00025347894,0.01649174,0.00019463146,0.0004825544,0.00011957182,0.00007174788,0.0000032268485,0.00002518021],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99923116,0.00020392494,0.00017801805,0.00018677297,0.00009817205,0.00010197549],"domain_scores_gemma":[0.9720847,0.027571056,0.00007267008,0.0001334393,0.0000734311,0.00006468303],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0006239553,0.000049046394,0.00014206649,0.00012005807,0.00030696118,0.0000055946357,0.00009890744,0.000031791074,0.0000061492215],"category_scores_gemma":[0.018291088,0.000042710682,0.000019352734,0.00018113475,0.0009715223,0.00014541863,0.000043273696,0.000093675975,2.0238664e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000452923,0.00008610401,0.014813449,0.00019483226,0.000012679666,1.2126476e-8,0.17283021,4.029124e-7,0.00021947673,0.34544596,0.0027271125,0.46362445],"study_design_scores_gemma":[0.00089739246,0.00074870914,0.12336782,0.00093630335,0.00008245721,6.599851e-8,0.1732864,0.0018106018,0.00001527201,0.63456935,0.06418405,0.00010159626],"about_ca_topic_score_codex":0.0013120155,"about_ca_topic_score_gemma":0.00028923966,"teacher_disagreement_score":0.46352285,"about_ca_system_score_codex":0.0000184717,"about_ca_system_score_gemma":0.00012350791,"threshold_uncertainty_score":0.98997825},"labels":[],"label_agreement":null},{"id":"W4413082476","doi":"10.2196/76708","title":"Pathological Processes Among Content Creators on Social Media: Scoping Review","year":2025,"lang":"en","type":"review","venue":"JMIR Public Health and Surveillance","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Social media; Psychology; Internet privacy; Computer science; World Wide Web","score_opus":0.39416288511623304,"score_gpt":0.504099264290949,"score_spread":0.10993637917471594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413082476","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000043279684,0.9731823,0.000002138484,0.012955647,0.0027530433,0.009392385,0.000049497565,0.00019105585,0.0014306238],"genre_scores_gemma":[0.00003530365,0.9857335,0.000018404282,0.0027052148,0.001823099,0.009411177,0.00018991662,0.000027021548,0.00005635562],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9918653,0.0040460126,0.00134379,0.0007794279,0.00079418125,0.0011713031],"domain_scores_gemma":[0.98395884,0.013095492,0.0011100699,0.0002720988,0.00045967047,0.0011038557],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0060642734,0.00042690797,0.00273997,0.00024970958,0.0014644964,0.00016266179,0.0004486939,0.0006486435,0.00006327924],"category_scores_gemma":[0.06282565,0.00035661116,0.00021054511,0.0018410071,0.0005702056,0.00015890232,0.000073004725,0.00075119635,0.000018579363],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000012817018,0.000051394225,0.0014293286,0.2607392,0.00000694475,0.0000017147472,0.0024242927,3.047483e-10,5.008644e-11,0.00062861934,0.0023463557,0.73237085],"study_design_scores_gemma":[0.00008439309,0.0000394958,0.0012036404,0.13201466,0.000005454154,9.445752e-7,0.0006408259,1.29597115e-8,3.3494085e-10,0.000015527497,0.8657229,0.00027215047],"about_ca_topic_score_codex":0.00037811245,"about_ca_topic_score_gemma":0.0028193926,"teacher_disagreement_score":0.86337656,"about_ca_system_score_codex":0.0007343506,"about_ca_system_score_gemma":0.025762215,"threshold_uncertainty_score":0.9998886},"labels":[],"label_agreement":null},{"id":"W4413092258","doi":"10.2519/josptmethods.2025.0134","title":"Physical Therapy and Social Media: Protocol for a Critical Interpretive Synthesis of Ethical and Social Issues","year":2025,"lang":"en","type":"article","venue":"JOSPT Methods","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke; Université de Montréal; Centre for Interdisciplinary Research in Rehabilitation; Centre for Research on Brain Language and Music","funders":"","keywords":"Protocol (science); Social media; Context (archaeology); MEDLINE; Engineering ethics; Critical reflection; Ethical issues; Psychology; Medicine; Alternative medicine; Computer science; Political science; Engineering; World Wide Web; Pedagogy","score_opus":0.18179779219225697,"score_gpt":0.6155691508416802,"score_spread":0.4337713586494232,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413092258","genre_codex":"commentary","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0635075,0.00027004693,0.025260577,0.64241725,0.0055693937,0.25715593,0.00010126485,0.0003329421,0.005385111],"genre_scores_gemma":[0.15187341,0.000039227154,0.17641531,0.0019253385,0.004744662,0.6649276,0.0000011409412,0.000037064296,0.00003622954],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9964155,0.0024480117,0.00029088205,0.00027664067,0.00027054793,0.0002984399],"domain_scores_gemma":[0.94160736,0.05788068,0.00010183183,0.00006275871,0.0002770009,0.00007039051],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0034224868,0.00012562171,0.00046860788,0.000081274186,0.0006413356,0.000049111626,0.0001367669,0.00047283148,0.000030294681],"category_scores_gemma":[0.05385951,0.000116607654,0.00009634662,0.00022686657,0.0015895178,0.000084656815,0.00004820779,0.0003705252,3.8335088e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032291026,0.00016964028,0.00035323141,0.00039064034,0.00003605514,1.5209484e-7,0.30317175,4.3909623e-9,0.00046050583,0.3368381,0.0013008184,0.35695618],"study_design_scores_gemma":[0.001915445,0.0004957054,0.03829386,0.0007968995,0.0002793677,5.9388043e-7,0.114023246,0.0002815136,0.017104503,0.55777824,0.26818907,0.00084158126],"about_ca_topic_score_codex":0.00034447128,"about_ca_topic_score_gemma":0.000083363375,"teacher_disagreement_score":0.6404919,"about_ca_system_score_codex":0.00010405618,"about_ca_system_score_gemma":0.00045998368,"threshold_uncertainty_score":0.9541102},"labels":[{"model":"gpt","categories":[],"domain":null,"study_design":"systematic_review","genre":"protocol","about_ca_system":false,"about_ca_topic":false,"confidence":"high"},{"model":"grok","categories":[],"domain":null,"study_design":"systematic_review","genre":"protocol","about_ca_system":false,"about_ca_topic":false,"confidence":"high"},{"model":"opus","categories":[],"domain":null,"study_design":"systematic_review","genre":"protocol","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"}],"label_agreement":"agree"},{"id":"W4413215433","doi":"10.15173/jpc.v7i1.4489","title":"Social Media in Pediatric Rehabilitation Research: Affordances of Facebook and Twitter for Knowledge Translation","year":2025,"lang":"en","type":"article","venue":"Journal of Professional Communication","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"McMaster University","keywords":"Affordance; Social media; Dialogic; Knowledge translation; Stakeholder; Public relations; Stakeholder engagement; Sociology; Knowledge management; Internet privacy; Psychology; Computer science; World Wide Web; Political science; Pedagogy","score_opus":0.49383891866953206,"score_gpt":0.5842789610868052,"score_spread":0.09044004241727316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413215433","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95345575,0.003894444,0.00012441092,0.03752685,0.0014727098,0.0017453153,0.0000020857244,0.0000061777223,0.0017722403],"genre_scores_gemma":[0.9929279,0.0011144917,0.0052091833,0.000019604442,0.00037246756,0.0003005836,0.0000047879753,0.0000048433785,0.000046150126],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9968294,0.0019339735,0.000630407,0.00007844043,0.0003763398,0.00015145304],"domain_scores_gemma":[0.97013944,0.02825543,0.000417355,0.00009102604,0.001055533,0.00004120783],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.008752605,0.000051471165,0.00018332376,0.00055573526,0.00047324342,0.000014147616,0.00026363204,0.00014645225,0.000008288913],"category_scores_gemma":[0.010892283,0.00004955743,0.00004863476,0.0006691775,0.00032140515,0.00029768987,0.000029891065,0.00036396764,5.793919e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044675116,0.0005211139,0.06677874,0.0006020142,0.0000124640255,5.903024e-8,0.73589206,0.000002572227,0.00026800614,0.07843277,0.0051818117,0.11186166],"study_design_scores_gemma":[0.0017832232,0.00015874376,0.5718219,0.0007505238,0.0000434481,2.1293872e-7,0.1402573,0.00006584121,0.00010577521,0.25413662,0.030756103,0.00012028007],"about_ca_topic_score_codex":0.00007019884,"about_ca_topic_score_gemma":0.001716163,"teacher_disagreement_score":0.59563476,"about_ca_system_score_codex":0.00023346563,"about_ca_system_score_gemma":0.0012219977,"threshold_uncertainty_score":0.9974394},"labels":[],"label_agreement":null},{"id":"W4413313158","doi":"10.1371/journal.pgph.0005066","title":"Towards inclusive authorship: Analyzing author representation in PLOS Global Public Health front matter content","year":2025,"lang":"en","type":"article","venue":"PLOS Global Public Health","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Global Health Research; McGill University Health Centre","funders":"","keywords":"Representation (politics); Front (military); Content (measure theory); Public health; Computer science; Data science; Political science; Physics; Medicine; Mathematics","score_opus":0.2654268284499186,"score_gpt":0.4657603276151853,"score_spread":0.20033349916526672,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413313158","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21398176,0.0015506266,0.0012935359,0.75635517,0.0052286317,0.004717145,0.00016341415,0.0003589829,0.016350744],"genre_scores_gemma":[0.96802384,0.0003535942,0.0020203865,0.026794786,0.0010735374,0.0012732074,0.00018753766,0.00002629284,0.00024682036],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98677945,0.005484325,0.0019283479,0.0011509276,0.0018399627,0.0028169877],"domain_scores_gemma":[0.99459106,0.0007178176,0.00095551094,0.000639337,0.00088793883,0.0022083255],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0077929716,0.0003852299,0.0009861478,0.00047065158,0.0016836118,0.0005764594,0.00093467603,0.00046816355,0.00050592225],"category_scores_gemma":[0.0140641015,0.00042962076,0.0001658028,0.0045538107,0.00039007244,0.0011249122,0.00030760776,0.00066961476,0.00025278216],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00003558308,0.0012844759,0.730044,0.00044896436,0.00011663716,0.000004311444,0.06164585,0.0000032333066,0.0000010711266,0.07793952,0.03106656,0.09740981],"study_design_scores_gemma":[0.0011307516,0.00017505731,0.8680049,0.0004201688,0.000021865893,0.0000016956916,0.04509729,0.00029930088,0.00000212736,0.013124778,0.07123255,0.00048950146],"about_ca_topic_score_codex":0.21208808,"about_ca_topic_score_gemma":0.07866231,"teacher_disagreement_score":0.7540421,"about_ca_system_score_codex":0.025746234,"about_ca_system_score_gemma":0.029858604,"threshold_uncertainty_score":0.9998156},"labels":[],"label_agreement":null},{"id":"W4413315643","doi":"10.5435/jaaosglobal-d-25-00152","title":"TikTok and Orthopaedic Education: Engaging the Next Generation of Patients","year":2025,"lang":"en","type":"article","venue":"JAAOS Global Research and Reviews","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kimberly-Clark (Canada)","funders":"","keywords":"Medicine; Medical education; Physical therapy; Psychology","score_opus":0.4567693084031705,"score_gpt":0.5504657544453111,"score_spread":0.09369644604214061,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413315643","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8485023,0.10829066,0.00001478172,0.017885454,0.0025953678,0.0035920662,0.0000044015287,0.00001051428,0.019104468],"genre_scores_gemma":[0.8642691,0.13233942,0.00030385546,0.0006396002,0.0011106076,0.00083967496,0.000012938693,0.0000035255634,0.00048131283],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978812,0.0011884798,0.00024361027,0.00015089102,0.00031718038,0.00021864308],"domain_scores_gemma":[0.9985375,0.00073431415,0.00007428713,0.00013164278,0.000405097,0.00011716738],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0037610207,0.000049811075,0.00012627423,0.00005259481,0.00086960394,0.00007538456,0.0001302284,0.000056841018,0.000026728068],"category_scores_gemma":[0.009677851,0.000034276465,0.000022248732,0.0008051309,0.00044392294,0.00012289059,0.000051816878,0.00015995215,0.00000709141],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003923713,0.000055674165,0.13377449,0.00013625721,0.0000028424079,2.2809077e-8,0.0028242446,1.0711026e-8,0.0000053598583,0.031761535,0.014085213,0.81735045],"study_design_scores_gemma":[0.00009458862,0.00003764616,0.119908154,0.00018404535,0.000007472576,7.149612e-8,0.0030214272,0.000007937268,0.000004816565,0.0040470725,0.8726468,0.000039963295],"about_ca_topic_score_codex":0.0024375087,"about_ca_topic_score_gemma":0.0014299391,"teacher_disagreement_score":0.8585616,"about_ca_system_score_codex":0.00015851796,"about_ca_system_score_gemma":0.0011098544,"threshold_uncertainty_score":0.9986641},"labels":[],"label_agreement":null},{"id":"W4413353656","doi":"10.1016/j.jpedsurg.2025.162533","title":"#CBCLIPS: The international impact of a social media-based pediatric surgery interactive educational program","year":2025,"lang":"en","type":"article","venue":"Journal of Pediatric Surgery","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre; Montreal Children's Hospital","funders":"Fakulteit Geneeskunde en Gesondheidswetenskappe, Universiteit Stellenbosch; Fondation Mirella et Lino Saputo","keywords":"Medicine; Social media; Pediatric surgery; Medical education; General surgery; Medical physics; Surgery; World Wide Web","score_opus":0.08118065843970422,"score_gpt":0.4362424971157607,"score_spread":0.35506183867605645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413353656","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94287735,0.0010028282,0.000022347762,0.017247228,0.03772144,0.00046039684,0.000020511035,0.000026480848,0.0006214417],"genre_scores_gemma":[0.9546402,0.001049795,0.00017699425,0.00013114433,0.043797106,0.0001481811,0.000016256432,0.000016247495,0.000024047573],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9958485,0.0008332128,0.0013973267,0.00018678015,0.0013015951,0.00043259974],"domain_scores_gemma":[0.9219029,0.07390425,0.0021602996,0.00013487661,0.0017123555,0.0001853289],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0054199705,0.00018370315,0.00055636634,0.0015552687,0.00041197275,0.0001047956,0.00055552094,0.00020183234,0.00055352814],"category_scores_gemma":[0.052222062,0.00014479342,0.00094973686,0.0025384286,0.00023865282,0.00043526108,0.000039365463,0.0005410116,0.000009966722],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014711301,0.00065871363,0.7665553,0.000050654817,0.00010182448,0.0000027587544,0.00683333,0.000009874023,0.0000014456722,0.00021596467,0.20564625,0.01977676],"study_design_scores_gemma":[0.0002945838,0.000036977297,0.98460686,0.000042401658,0.00030901397,0.0000019359138,0.0037180048,0.000014248915,0.000009660825,0.0012921632,0.009474358,0.00019977981],"about_ca_topic_score_codex":0.0006298509,"about_ca_topic_score_gemma":0.000124654,"teacher_disagreement_score":0.21805155,"about_ca_system_score_codex":0.0010509288,"about_ca_system_score_gemma":0.019936869,"threshold_uncertainty_score":0.9856192},"labels":[],"label_agreement":null},{"id":"W4413371518","doi":"10.2196/77383","title":"Dissemination of Information on Selective Serotonin Reuptake Inhibitors on TikTok: Analytical Mixed Methods Study of Creator Types, Content Tone, and User Engagement","year":2025,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Mental health; Psychology; User engagement; Tone (literature); Internet privacy; World Wide Web; Computer science; Art; Psychiatry","score_opus":0.07663825075158562,"score_gpt":0.5112612131583927,"score_spread":0.4346229624068071,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413371518","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9896413,0.00003559144,0.000024448324,0.0028975182,0.0012035891,0.0049230275,0.000013348568,0.00002142901,0.0012397149],"genre_scores_gemma":[0.9983213,0.000059224512,0.0006204867,0.00020651358,0.000054351665,0.0006219525,0.000017640119,0.000004846971,0.000093672956],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9974674,0.0011866662,0.0005465029,0.0001591186,0.00043859187,0.00020169851],"domain_scores_gemma":[0.99799085,0.0012655818,0.00034168316,0.000118054595,0.0001630362,0.00012080958],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024493104,0.00009685015,0.00025917424,0.00024381108,0.0003309293,0.000015289866,0.00007977614,0.00007934808,0.000014556775],"category_scores_gemma":[0.0011954667,0.00009328121,0.000027008036,0.0005661665,0.00009235218,0.00016077515,0.000027806944,0.00016876168,0.0000019787688],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00083611347,0.003660356,0.13813175,0.0006182665,0.000113198126,1.7024794e-7,0.4801334,0.0000054206803,0.00014342848,0.039260663,0.008904763,0.32819244],"study_design_scores_gemma":[0.00069835,0.0020560892,0.82345563,0.0003837671,0.00001892276,5.276883e-8,0.16551524,0.000053962794,0.0020901517,0.000070563685,0.005564386,0.000092852184],"about_ca_topic_score_codex":0.0046643256,"about_ca_topic_score_gemma":0.000950813,"teacher_disagreement_score":0.6853239,"about_ca_system_score_codex":0.0009667317,"about_ca_system_score_gemma":0.0004899027,"threshold_uncertainty_score":0.70510966},"labels":[],"label_agreement":null},{"id":"W4413418906","doi":"10.1213/xaa.0000000000002047","title":"Solicitation by Spam: A Cross-Sectional Study of Predatory Publisher E-mails Received By Two Anesthesiologist Clinician-Scientists","year":2025,"lang":"en","type":"article","venue":"A&A Practice","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"","keywords":"Internet privacy; Medicine; Psychology; Advertising; Business; Computer science","score_opus":0.1074891419721101,"score_gpt":0.5184144689393932,"score_spread":0.4109253269672831,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413418906","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9669103,0.00027802234,0.000054195647,0.0062694643,0.008271971,0.0018281302,0.000014087724,0.00008412733,0.016289702],"genre_scores_gemma":[0.99546695,0.00007791495,0.00036077216,0.0013997172,0.00035731,0.00054528867,0.00003876104,0.000011404986,0.0017418672],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9958896,0.001907231,0.00066819636,0.00044425536,0.0007432455,0.00034747657],"domain_scores_gemma":[0.9880658,0.009800178,0.0007487324,0.00027864776,0.0009874206,0.000119267825],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.005683587,0.000116598785,0.00020897116,0.00012785355,0.00078645797,0.0003034377,0.00038993874,0.00021192744,0.00011817562],"category_scores_gemma":[0.052768048,0.00013102409,0.000040633102,0.0010141751,0.00046510863,0.0017753309,0.00004056653,0.00032972908,0.00003915295],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014900701,0.0019713494,0.83821917,0.000032480097,0.000050730316,0.000003166375,0.02267813,0.0000070729275,0.00012735947,0.0014964403,0.13092798,0.0043371012],"study_design_scores_gemma":[0.0009969579,0.00026582912,0.5476129,0.000018134226,0.00005446432,0.0000016422218,0.029769711,0.000009426696,0.000036442172,0.0011748105,0.41988352,0.00017615517],"about_ca_topic_score_codex":0.042458855,"about_ca_topic_score_gemma":0.0030821352,"teacher_disagreement_score":0.2906063,"about_ca_system_score_codex":0.00038262937,"about_ca_system_score_gemma":0.0010722411,"threshold_uncertainty_score":0.9639175},"labels":[],"label_agreement":null},{"id":"W4413479011","doi":"10.1016/j.ypmed.2025.108395","title":"Maintaining healthy lifestyle behaviours in the era of social media: Challenges and solutions","year":2025,"lang":"en","type":"article","venue":"Preventive Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Children's Hospital of Eastern Ontario","funders":"Canadian Institutes of Health Research; CHEO Research Institute","keywords":"Medicine; Social media; Gerontology; World Wide Web","score_opus":0.13072743708621015,"score_gpt":0.43422558677295875,"score_spread":0.3034981496867486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413479011","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.58793056,0.018684193,0.000048087306,0.37859392,0.002935629,0.0013415994,0.0000044138937,0.000028009552,0.01043356],"genre_scores_gemma":[0.99433815,0.004029369,0.000059026406,0.00040274364,0.000848315,0.00029614317,0.000005315187,0.000004078133,0.000016868922],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99791265,0.001023208,0.0002935434,0.00015434744,0.00032718087,0.00028909137],"domain_scores_gemma":[0.99528456,0.004336423,0.00013345362,0.00008244676,0.00010540795,0.00005770973],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004028936,0.000070695074,0.00021794536,0.00012371241,0.00042517367,0.0000043582213,0.00016854669,0.00008908451,0.000039835653],"category_scores_gemma":[0.005919577,0.000057255304,0.000023692051,0.00041953463,0.0008184105,0.0000648601,0.000030819232,0.0003099143,7.91768e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014375952,0.00010545151,0.015898975,0.000046610814,0.00000879618,8.7883035e-7,0.6141215,6.335615e-8,0.0000029889145,0.2645093,0.0005088543,0.104782194],"study_design_scores_gemma":[0.0004237205,0.000058963513,0.7413376,0.0002185099,0.00003809557,2.3182886e-7,0.23584968,0.00000144983,0.0000013986677,0.017833777,0.004191028,0.000045579058],"about_ca_topic_score_codex":0.003370088,"about_ca_topic_score_gemma":0.01643108,"teacher_disagreement_score":0.7254386,"about_ca_system_score_codex":0.00013548984,"about_ca_system_score_gemma":0.00041257843,"threshold_uncertainty_score":0.9168928},"labels":[],"label_agreement":null},{"id":"W4413502167","doi":"10.64628/aam.wdw9343gn","title":"Finding community online after finding a lump: Social media and younger adults with cancer","year":2022,"lang":"en","type":"article","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Roads University","funders":"","keywords":"Social media; Cancer; Online community; Demography; Psychology; Medicine; Sociology; Computer science; Internal medicine; World Wide Web","score_opus":0.1285417796723798,"score_gpt":0.40845629835442016,"score_spread":0.2799145186820403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413502167","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9867642,0.00018967435,0.0000024928177,0.0093062315,0.0021144,0.0005423137,0.000060654274,0.0000740157,0.00094600895],"genre_scores_gemma":[0.99617577,0.00008161903,0.00028451666,0.0007773742,0.0011577016,0.0013445994,0.000030334173,0.000016057927,0.00013203932],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99804157,0.0007413117,0.0001669966,0.00015962252,0.00051909866,0.0003714012],"domain_scores_gemma":[0.9979615,0.001619864,0.00010652859,0.000093087714,0.00007940924,0.00013959338],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00093080243,0.00009620747,0.00015319776,0.00008661253,0.003239134,0.000045543282,0.00018676482,0.000068247726,0.0021314234],"category_scores_gemma":[0.0006999128,0.000095436866,0.000023290082,0.00049067254,0.00026655567,0.00020654092,0.00011057585,0.0005781481,0.0000028686175],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013055994,0.00013857851,0.15958886,0.000036582314,0.0000145841,0.000002465152,0.8186261,0.0000010194002,0.0000053363387,0.00090665906,0.0009044722,0.01964476],"study_design_scores_gemma":[0.00057944685,0.000061652885,0.60550565,0.000043769724,0.000030592746,0.000001054458,0.37528428,0.00001750026,0.0000041616345,0.0003802903,0.017850157,0.00024145156],"about_ca_topic_score_codex":0.059460822,"about_ca_topic_score_gemma":0.17472751,"teacher_disagreement_score":0.4459168,"about_ca_system_score_codex":0.00059444184,"about_ca_system_score_gemma":0.0005354926,"threshold_uncertainty_score":0.9987808},"labels":[],"label_agreement":null},{"id":"W4413510501","doi":"10.64628/aam.twq47pd4d","title":"This federal election, the Liberals are outspending all the other parties combined when buying ads on Facebook","year":2021,"lang":"en","type":"article","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Advertising; Federal election; Political science; Business; Internet privacy; Psychology; Politics; Law; Computer science","score_opus":0.16648626469394104,"score_gpt":0.3981805742653789,"score_spread":0.23169430957143786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413510501","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18169741,0.00028805115,0.00004612622,0.45456415,0.010666147,0.0029944868,0.0000029206408,0.0003642592,0.34937644],"genre_scores_gemma":[0.9207479,0.00012227033,0.00010784425,0.018331999,0.0022317485,0.0011574851,0.000003409461,0.000028910674,0.05726844],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978224,0.0008854036,0.0002249723,0.0002048365,0.00045508248,0.00040729268],"domain_scores_gemma":[0.9971051,0.002292634,0.00014201095,0.00021929726,0.00015343216,0.0000874753],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011442305,0.000107416665,0.00013608468,0.000025682692,0.0021381755,0.0003323298,0.00024961843,0.00009956145,0.005129158],"category_scores_gemma":[0.001912809,0.00006710067,0.000068176705,0.00021110354,0.00018721579,0.00014555751,0.000031509036,0.0002597184,0.00034993474],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043772554,0.00014670406,0.043855686,0.00002445563,0.00010099988,0.0000020704101,0.6146295,0.000013167344,0.00016471969,0.15139778,0.17576645,0.013854662],"study_design_scores_gemma":[0.00018864608,0.000032954627,0.005919443,0.000033813263,0.000016650303,5.7652153e-7,0.056897957,0.000025319387,0.0013414992,0.008248333,0.9271466,0.00014818521],"about_ca_topic_score_codex":0.010189725,"about_ca_topic_score_gemma":0.012523339,"teacher_disagreement_score":0.75138015,"about_ca_system_score_codex":0.0002614723,"about_ca_system_score_gemma":0.00036206783,"threshold_uncertainty_score":0.9991609},"labels":[],"label_agreement":null},{"id":"W4413532482","doi":"10.64628/aam.jvpdvr337","title":"Online wellness content: 3 ways to tell evidence-based health information from pseudoscience","year":2024,"lang":"en","type":"article","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Pseudoscience; Content (measure theory); Psychology; Internet privacy; Real world evidence; Computer science; Medicine; Alternative medicine; Mathematics; Internal medicine","score_opus":0.32964496910225166,"score_gpt":0.4369103480566445,"score_spread":0.10726537895439286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413532482","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46474668,0.0023604461,0.09786395,0.38985285,0.03571892,0.0047564995,0.0001325778,0.0011823857,0.0033857056],"genre_scores_gemma":[0.97036016,0.00052845257,0.008646536,0.018160172,0.0017446266,0.00036916445,0.00007149029,0.000012007448,0.000107398984],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998009,0.00016445678,0.00041733988,0.00024053297,0.0007310544,0.00043756596],"domain_scores_gemma":[0.99631125,0.0027866967,0.00008536072,0.00017972926,0.00017104186,0.00046594147],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015917389,0.00010032338,0.00015233758,0.00019324219,0.000553385,0.00029727962,0.00033671453,0.00008729268,0.00047947178],"category_scores_gemma":[0.0042936853,0.000092612296,0.000043424567,0.0012710333,0.00014753822,0.0015509432,0.000025515546,0.00015685227,0.000879367],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002747257,0.00013837943,0.0058853566,0.000249804,0.0000066378293,0.0000011605941,0.13378532,0.000052130978,0.000090366484,0.07749655,0.015235676,0.76703113],"study_design_scores_gemma":[0.0002521406,0.00026460295,0.052242476,0.0021318814,0.000016293934,2.857524e-7,0.03726984,0.004008887,0.00070512714,0.0037390587,0.89886606,0.00050337304],"about_ca_topic_score_codex":0.12800151,"about_ca_topic_score_gemma":0.010868472,"teacher_disagreement_score":0.88363034,"about_ca_system_score_codex":0.00081330404,"about_ca_system_score_gemma":0.003349929,"threshold_uncertainty_score":0.99989855},"labels":[],"label_agreement":null},{"id":"W4413534305","doi":"10.64628/aam.ty9xtjwnr","title":"Doctors engage the public by bringing a human side to social media","year":2024,"lang":"en","type":"article","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Social media; Great Rift; Public relations; Sociology; Media studies; Business; Political science; Law","score_opus":0.17813473975216917,"score_gpt":0.44692341892095877,"score_spread":0.26878867916878957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413534305","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7339806,0.00033099824,0.00006886798,0.18178456,0.012705283,0.0009412682,0.0000075994335,0.0005971863,0.069583625],"genre_scores_gemma":[0.9931665,0.000016507061,0.000054064556,0.0008944413,0.0047600605,0.00035630533,0.0000058227006,0.000016797443,0.0007294878],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99823695,0.0003881608,0.00019286411,0.00021248407,0.00049926183,0.00047029468],"domain_scores_gemma":[0.99579704,0.0038007188,0.000027942393,0.000094897485,0.00006115811,0.00021826164],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002072944,0.00008094693,0.00009480773,0.00009534577,0.0019129277,0.00043490957,0.00031881014,0.0000924978,0.0007653439],"category_scores_gemma":[0.005026344,0.00006489833,0.000053639764,0.0008911463,0.0001753399,0.00021458257,0.000042050342,0.00028459544,0.00026043944],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[7.038294e-7,0.00002228009,0.0010170531,0.00001926345,0.000010710149,0.0000016199432,0.52255815,5.3106433e-8,0.00032032895,0.25982767,0.15492724,0.06129489],"study_design_scores_gemma":[0.000032258977,0.0000068239287,0.0040549706,0.00001378922,0.000008179776,1.9557274e-7,0.04691018,0.0000046648556,0.000069821326,0.0025425053,0.94623595,0.000120636265],"about_ca_topic_score_codex":0.005991667,"about_ca_topic_score_gemma":0.015283253,"teacher_disagreement_score":0.7913087,"about_ca_system_score_codex":0.0003797898,"about_ca_system_score_gemma":0.0004446456,"threshold_uncertainty_score":0.9993864},"labels":[],"label_agreement":null},{"id":"W4413751223","doi":"10.2196/77214","title":"Social Media–Based Cancer Education: Bibliometric and Thematic Analysis","year":2025,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Thematic map; Thematic analysis; Sociology; Qualitative research; Social science; Geography; Computer science; World Wide Web; Cartography","score_opus":0.12037816072798274,"score_gpt":0.5308964582902044,"score_spread":0.41051829756222163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413751223","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90234476,0.012189373,0.000070431786,0.0647958,0.008320825,0.0017734437,0.000021955897,0.00013416022,0.010349277],"genre_scores_gemma":[0.98703444,0.0012336599,0.00014298093,0.0014624031,0.0020020457,0.007608547,0.000007515383,0.000009076418,0.000499338],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9986266,0.00018473965,0.00023200226,0.00024427343,0.00042335235,0.00028903515],"domain_scores_gemma":[0.99774075,0.0015591596,0.00014707897,0.00012052716,0.0003012337,0.00013126686],"candidate_categories":["bibliometrics","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00046552345,0.00009825689,0.00024665735,0.009634664,0.000639282,0.00009387305,0.00017913322,0.00014045765,0.0010404545],"category_scores_gemma":[0.0011744576,0.00010049951,0.00007898827,0.076838754,0.00024004445,0.00013376748,0.000017432501,0.00012453599,0.0000067610717],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011841458,0.00015508142,0.40829542,0.00020789176,0.00017922749,1.4370428e-7,0.042208187,0.000006064494,0.000006879719,0.008692408,0.026451178,0.51378566],"study_design_scores_gemma":[0.00022202947,0.0000043971154,0.88121325,0.000088578825,0.000433817,1.2838378e-8,0.0075248796,0.000059031023,0.000022184773,0.0020511781,0.108206004,0.00017463462],"about_ca_topic_score_codex":0.014630656,"about_ca_topic_score_gemma":0.022018535,"teacher_disagreement_score":0.513611,"about_ca_system_score_codex":0.0006598455,"about_ca_system_score_gemma":0.003968198,"threshold_uncertainty_score":0.99987274},"labels":[{"model":"gemma","categories":["bibliometrics"],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"},{"model":"gpt","categories":["bibliometrics"],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W4413859165","doi":"10.2196/77504","title":"Omission of Risk in Vitamin A–Related Dermatologic Instagram Posts: A Growing Concern in an Unregulated Digital Landscape","year":2025,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Geography; Medicine; Environmental health; Computer science; World Wide Web","score_opus":0.029982656602000855,"score_gpt":0.37912474635222027,"score_spread":0.34914208975021943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413859165","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99238855,0.00031506203,0.000005326985,0.0033243673,0.0010030768,0.0010274223,0.0000065025156,0.0000912281,0.0018384436],"genre_scores_gemma":[0.999386,0.00009163732,0.000058510075,0.00016332875,0.000018406081,0.00022444974,0.000038642534,0.000009636783,0.000009348466],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99751306,0.0008532843,0.0007056997,0.00028863124,0.0001768443,0.00046246825],"domain_scores_gemma":[0.9977542,0.0015971058,0.00025466393,0.00018410447,0.00009968712,0.00011024625],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029878572,0.00013567672,0.00043350068,0.00055724254,0.00014783774,0.00003251904,0.00028618876,0.0005299992,0.0000401975],"category_scores_gemma":[0.0021364077,0.00014352049,0.000045653378,0.0015722631,0.0003403478,0.00052870996,0.000049844555,0.0003610453,0.000011714615],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046644822,0.00016840703,0.9578401,0.000053137635,0.0000062957183,0.000028275781,0.024352798,0.000014334402,0.000041991734,0.0071974066,0.0001104374,0.010140166],"study_design_scores_gemma":[0.002088145,0.00004144397,0.93999505,0.00028149725,0.000012881366,0.000017077973,0.042867243,0.001072114,0.0002228343,0.010540129,0.0026042378,0.00025734576],"about_ca_topic_score_codex":0.00287756,"about_ca_topic_score_gemma":0.0049035265,"teacher_disagreement_score":0.018514447,"about_ca_system_score_codex":0.00028074835,"about_ca_system_score_gemma":0.0007152926,"threshold_uncertainty_score":0.5852596},"labels":[],"label_agreement":null},{"id":"W4413871103","doi":"10.1016/j.jaad.2025.05.1184","title":"62193 SKIN Disclosure: Recommendations for Breaking Bad News Based on Survey of Dermatologist Experiences","year":2025,"lang":"en","type":"article","venue":"Journal of the American Academy of Dermatology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Columbia College","funders":"","keywords":"Medicine; Dermatology; MEDLINE; Family medicine; Law","score_opus":0.1034431473716615,"score_gpt":0.4638592720447408,"score_spread":0.3604161246730793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413871103","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76392376,0.00018116,0.00092955725,0.23188461,0.0022168306,0.00054087356,0.000017440201,0.000008247255,0.00029750835],"genre_scores_gemma":[0.9952157,0.0001583094,0.0017800812,0.0026552947,0.00009535322,0.00007927373,0.0000014513603,0.0000068857203,0.000007614104],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965963,0.0017285887,0.0009578669,0.00012590586,0.00031420914,0.00027713517],"domain_scores_gemma":[0.9885994,0.008364271,0.0025966726,0.000117891315,0.00024109548,0.00008066876],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010863706,0.00010507914,0.00060102384,0.00026794436,0.00033128497,0.000011705098,0.00078255683,0.00012179407,0.000016723165],"category_scores_gemma":[0.008200621,0.000080971586,0.0001786286,0.0010769065,0.0015646388,0.00011222662,0.000035393863,0.0003141823,4.987972e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039294807,0.000289801,0.8986279,0.000109388595,0.000104899475,7.5932945e-7,0.023278046,0.00007359581,0.00009486813,0.0072903116,0.035200395,0.03453713],"study_design_scores_gemma":[0.0011425633,0.00019615266,0.8556712,0.0004490084,0.00013972486,0.0000379345,0.055947635,0.000333669,0.005601701,0.003364072,0.076850384,0.00026592854],"about_ca_topic_score_codex":0.0037661968,"about_ca_topic_score_gemma":0.0006161588,"teacher_disagreement_score":0.23129196,"about_ca_system_score_codex":0.00015435787,"about_ca_system_score_gemma":0.0010910912,"threshold_uncertainty_score":0.9817502},"labels":[],"label_agreement":null},{"id":"W4413910749","doi":"10.1515/ohe-2025-0077","title":"Brain fog in chronic pain: A concept analysis of social media postings","year":2025,"lang":"en","type":"article","venue":"Open Health","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Social media; Chronic pain; Psychology; Neuroscience; Computer science; World Wide Web","score_opus":0.11325654620251023,"score_gpt":0.493403706287794,"score_spread":0.38014716008528376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413910749","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45476514,0.0021410857,0.00019640708,0.5058719,0.00472342,0.0064304043,0.00007205221,0.00008658211,0.025712997],"genre_scores_gemma":[0.99316525,0.00011399596,0.00029030268,0.0053914455,0.00042835888,0.00035396506,0.000056018092,0.000008046522,0.00019264247],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99652827,0.0018237998,0.00057558203,0.00026168468,0.00032922265,0.00048145163],"domain_scores_gemma":[0.9926702,0.006560619,0.00034235633,0.00014625043,0.00013521216,0.00014540929],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.006913646,0.0000826595,0.00051531766,0.0003932462,0.0005094635,0.000049981027,0.00053975044,0.00013080427,0.00035846964],"category_scores_gemma":[0.011013992,0.00009640942,0.00007253201,0.0042414763,0.00025480852,0.00015009426,0.00007908403,0.00018695969,0.0000044896196],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028119663,0.00013699707,0.06204651,0.00015991123,0.00010733065,6.962532e-7,0.53214455,0.000012886492,0.000008100692,0.08960965,0.020414297,0.29533094],"study_design_scores_gemma":[0.0009172869,0.00011565565,0.77284926,0.00022636485,0.00009300217,2.485215e-8,0.06667133,0.00029176823,0.000010635448,0.003102295,0.15549512,0.00022726868],"about_ca_topic_score_codex":0.16477019,"about_ca_topic_score_gemma":0.28483388,"teacher_disagreement_score":0.71080273,"about_ca_system_score_codex":0.0021677702,"about_ca_system_score_gemma":0.009604029,"threshold_uncertainty_score":0.99731666},"labels":[],"label_agreement":null},{"id":"W4414013270","doi":"10.2196/75973","title":"Quality and Perception of Attention-Deficit/Hyperactivity Disorder Content on TikTok: Cross-Sectional Study","year":2025,"lang":"en","type":"article","venue":"JMIR Infodemiology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Attention deficit hyperactivity disorder; Psychology; Preprint; Cross-sectional study; Perception; Attention deficit; Psychiatry; Audiology; Medicine; Neuroscience; World Wide Web; Computer science","score_opus":0.24404544335597403,"score_gpt":0.5302505157919515,"score_spread":0.2862050724359775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414013270","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9927908,0.000021493024,0.00007488788,0.001804353,0.002219072,0.0014657227,0.000006463208,0.000039334747,0.0015778568],"genre_scores_gemma":[0.99867666,0.000029150975,0.00005392767,0.00021146414,0.000165943,0.0007503423,0.000006824869,0.0000035006656,0.000102165046],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99772197,0.0011086301,0.00050089374,0.00025996787,0.00020274316,0.00020576794],"domain_scores_gemma":[0.99634826,0.0029654012,0.00023426862,0.000145058,0.0002484539,0.000058544672],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022387663,0.00008536,0.00024848888,0.00010175388,0.00041527426,0.000017388698,0.00010541785,0.00021830175,0.000068524045],"category_scores_gemma":[0.004519769,0.00008545275,0.000051314728,0.00019622153,0.00044534542,0.000117353244,0.000043028213,0.00023311072,0.000011239228],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000074956486,0.00037493496,0.98026997,0.000022306358,0.000012227266,5.3564055e-8,0.003107047,0.000008178175,0.00009783644,0.012801559,0.000012880169,0.0032180415],"study_design_scores_gemma":[0.0003944943,0.00011534032,0.9881635,0.0000075477747,0.00000477108,1.0552808e-7,0.009866925,0.000011207709,2.3951816e-7,0.0011153999,0.00025682503,0.00006365503],"about_ca_topic_score_codex":0.016443605,"about_ca_topic_score_gemma":0.002295235,"teacher_disagreement_score":0.014148369,"about_ca_system_score_codex":0.00023148017,"about_ca_system_score_gemma":0.00022424337,"threshold_uncertainty_score":0.990106},"labels":[],"label_agreement":null},{"id":"W4414108389","doi":"10.2196/73318","title":"Implementing Social Media Strategies in Community-Partnered HIV Research: Practical Considerations From 3 Ongoing Studies","year":2025,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; National Institute of Mental Health","keywords":"Social media; Leverage (statistics); Human immunodeficiency virus (HIV); Action (physics); Public health","score_opus":0.5510711863127722,"score_gpt":0.5887624857364763,"score_spread":0.03769129942370408,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414108389","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6858296,0.0015005721,0.00002192152,0.3051043,0.0010964491,0.0012426903,0.00002340092,0.000086854685,0.005094229],"genre_scores_gemma":[0.9954806,0.0010490114,0.0004974537,0.0013030863,0.0006583092,0.00092670455,0.00005449635,0.000008027365,0.000022316206],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9881265,0.00930155,0.0006201126,0.0002638656,0.0005148415,0.0011731237],"domain_scores_gemma":[0.957889,0.04084027,0.00017767548,0.0001787712,0.00056904904,0.00034524204],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.017794944,0.00011011157,0.0003693162,0.00030129185,0.005305334,0.00039280092,0.0001199098,0.00013810027,0.000042410924],"category_scores_gemma":[0.054268476,0.00012161074,0.000023559842,0.0010644458,0.0007708286,0.00046971632,0.000140896,0.0009806425,0.0000054746474],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011791975,0.00014135317,0.20977034,0.0001641686,0.000021386937,0.0000021226328,0.5170847,1.04544625e-7,0.0000021227875,0.24111995,0.018915828,0.012766132],"study_design_scores_gemma":[0.0003674286,0.000018870853,0.21364284,0.00003711946,3.704907e-7,2.2545929e-7,0.6094662,0.0000119060005,2.0189874e-7,0.02652018,0.14983718,0.0000974621],"about_ca_topic_score_codex":0.015145921,"about_ca_topic_score_gemma":0.3380316,"teacher_disagreement_score":0.32288566,"about_ca_system_score_codex":0.0006303056,"about_ca_system_score_gemma":0.010209044,"threshold_uncertainty_score":0.9959896},"labels":[],"label_agreement":null},{"id":"W4414159895","doi":"10.1177/17103568251379876","title":"<i>Letter:</i> Dermatologists Versus Skinfluencers on TikTok: Investigating the Categories, Allergenicity, and Cost of Recommended Skincare Products","year":2025,"lang":"en","type":"letter","venue":"Dermatitis","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"MEDLINE; Alternative medicine; Sunscreening Agents","score_opus":0.09511083626600564,"score_gpt":0.35670352782952,"score_spread":0.26159269156351433,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414159895","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003268661,0.00039881936,0.0000031782422,0.976114,0.009845381,0.0023223988,0.00009162561,0.000088427594,0.0078675505],"genre_scores_gemma":[0.02150541,0.00108618,0.0002835027,0.97087306,0.0044709225,0.0012380776,0.00034395177,0.000036048466,0.0001628387],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964238,0.0011298432,0.00064212346,0.00044798406,0.0007581346,0.00059813214],"domain_scores_gemma":[0.9932189,0.005160801,0.0006610998,0.00048564194,0.00037222472,0.00010132587],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000596966,0.00030492505,0.00047143098,0.00015841676,0.0009299379,0.00012601595,0.0006558246,0.0007095269,0.000039213293],"category_scores_gemma":[0.0075270683,0.00027902276,0.00007036156,0.0006881392,0.0009909052,0.00016624916,0.00011966571,0.0013584517,0.000014382964],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000030185302,0.000008728886,0.0013225785,0.00047631955,0.000044044275,0.000009142605,0.016646853,0.0000011484824,4.159572e-7,0.00078257616,0.9769132,0.0037919474],"study_design_scores_gemma":[0.0002784372,0.000026657966,0.0024666328,0.00028694025,0.000053673244,0.0000026066384,0.0012204079,0.0000033234778,0.00017314317,0.0006352315,0.9946104,0.00024251519],"about_ca_topic_score_codex":0.017573489,"about_ca_topic_score_gemma":0.004049707,"teacher_disagreement_score":0.018236749,"about_ca_system_score_codex":0.0004903424,"about_ca_system_score_gemma":0.0015214114,"threshold_uncertainty_score":0.9999662},"labels":[],"label_agreement":null},{"id":"W4414245108","doi":"10.1002/jvc2.70096","title":"Social Media in Dermatology and Skin Health: Challenges and Opportunities","year":2025,"lang":"en","type":"article","venue":"JEADV Clinical Practice","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Windsor Clinical Research; Western University","funders":"","keywords":"Misinformation; Social media; Digital media; Health care; Masking (illustration); MEDLINE","score_opus":0.5759096774736899,"score_gpt":0.5944171344454952,"score_spread":0.018507456971805225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414245108","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.093097694,0.019029554,0.000005757102,0.8614266,0.0035413702,0.0005654898,0.0000014254954,0.000049533053,0.022282578],"genre_scores_gemma":[0.7812336,0.20260362,0.0009554488,0.013502433,0.0014130219,0.00020541911,0.000003727566,0.000011039494,0.00007166566],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99573463,0.0028138272,0.0006385571,0.0002736595,0.00021354399,0.00032576258],"domain_scores_gemma":[0.9435848,0.05571653,0.00028795193,0.00008937166,0.00012101368,0.00020035433],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0051785293,0.00008300041,0.00034236614,0.000109396904,0.00039110103,0.00003300996,0.00010560124,0.00030609954,0.000011750955],"category_scores_gemma":[0.07326581,0.000093207505,0.000024742903,0.00014467476,0.00076941244,0.00037219934,0.000059717244,0.00048324247,0.000005859831],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003623486,0.0001268942,0.0027125392,0.00007072473,0.0000089126415,0.0000066493562,0.076581776,5.638472e-9,2.8221521e-8,0.21777034,0.0017910908,0.7008948],"study_design_scores_gemma":[0.00039464765,0.000024005523,0.15721779,0.000038354116,0.00001607586,0.000002541172,0.10507191,0.0000030608026,1.4918226e-7,0.013689074,0.7234592,0.00008320889],"about_ca_topic_score_codex":0.0016700078,"about_ca_topic_score_gemma":0.012826228,"teacher_disagreement_score":0.8479242,"about_ca_system_score_codex":0.00009620156,"about_ca_system_score_gemma":0.0012615586,"threshold_uncertainty_score":0.93454045},"labels":[],"label_agreement":null},{"id":"W4414341652","doi":"10.2196/76677","title":"Social Media Recruitment in Indigenous and Native American Populations: Challenges in the AI Age","year":2025,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Indigenous; Social media; Sophistication; Public health; Survey data collection; Quality (philosophy)","score_opus":0.33580271885725294,"score_gpt":0.4897986055451646,"score_spread":0.15399588668791164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414341652","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6140005,0.0057546725,0.0000034294121,0.37539354,0.0005702024,0.0025534187,0.000004809317,0.00002834662,0.0016910842],"genre_scores_gemma":[0.9853119,0.008664521,0.000037107766,0.003469158,0.00025173224,0.0022372322,0.000013950098,0.000004492201,0.00000986426],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9967435,0.001926922,0.00031733996,0.00023792667,0.0002662723,0.00050806423],"domain_scores_gemma":[0.9973415,0.002210563,0.00013462527,0.00008812914,0.00006071992,0.00016442621],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003996609,0.00008635359,0.00025098972,0.00023390865,0.0006011156,0.000070877926,0.00013856057,0.000079761725,0.000002829716],"category_scores_gemma":[0.0030542423,0.00007699058,0.000012949402,0.0010677115,0.0003469941,0.00011593961,0.000020764533,0.00026062614,5.8897103e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003951663,0.000045133624,0.25404596,0.00003408553,0.0000010733432,6.454011e-7,0.37070563,2.699155e-8,1.19056764e-8,0.014456112,0.00016914176,0.3605382],"study_design_scores_gemma":[0.00015786299,0.00002463302,0.8060488,0.000009917137,9.92354e-8,1.4234621e-7,0.06552072,0.0000023250645,4.1684984e-9,0.0027342283,0.125448,0.000053274696],"about_ca_topic_score_codex":0.011040187,"about_ca_topic_score_gemma":0.23686573,"teacher_disagreement_score":0.55200285,"about_ca_system_score_codex":0.0004324872,"about_ca_system_score_gemma":0.0016396713,"threshold_uncertainty_score":0.9955454},"labels":[],"label_agreement":null},{"id":"W4414379246","doi":"10.1080/0142159x.2025.2560578","title":"Exploring emerging physician competencies: Analyzing insights from medical care influencers on X","year":2025,"lang":"en","type":"article","venue":"Medical Teacher","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Medical Council of Canada","funders":"Employment and Social Development Canada","keywords":"Influencer marketing; Health care; Medical care; Test (biology); MEDLINE","score_opus":0.14690604555405867,"score_gpt":0.40887629836874767,"score_spread":0.261970252814689,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414379246","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94542265,0.0010054051,0.00010111377,0.0142446505,0.006888251,0.00036459972,7.6900005e-7,0.00019790824,0.03177463],"genre_scores_gemma":[0.9929318,0.00044833007,0.00009526949,0.0026678229,0.0033511773,0.00040030607,0.000013363614,0.000015420399,0.00007654242],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961159,0.0006119962,0.0003920587,0.000387778,0.0020211353,0.00047110268],"domain_scores_gemma":[0.9975445,0.0014065265,0.00009015136,0.00023905897,0.000116444135,0.00060332107],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007364868,0.00015496676,0.0002942124,0.00017804165,0.0007568176,0.000044173517,0.0005846061,0.0002944853,0.0012848135],"category_scores_gemma":[0.01415094,0.00014759031,0.000089406545,0.00089851074,0.0005055597,0.00022960585,0.000074464944,0.00083592214,0.00009918253],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017910352,0.00016935484,0.15211302,0.0000643879,0.00007838656,0.00002355623,0.3876692,0.0000060032407,0.000011603258,0.012102455,0.0014871699,0.44625697],"study_design_scores_gemma":[0.00091144524,0.000058835754,0.08738108,0.002199145,0.000054629665,8.7278785e-8,0.2946688,0.0005458033,0.000060880582,0.0028015084,0.6107914,0.00052638195],"about_ca_topic_score_codex":0.019319564,"about_ca_topic_score_gemma":0.0041509056,"teacher_disagreement_score":0.60930425,"about_ca_system_score_codex":0.0007805487,"about_ca_system_score_gemma":0.0019861443,"threshold_uncertainty_score":0.9996281},"labels":[],"label_agreement":null},{"id":"W4414427452","doi":"10.3390/curroncol32100529","title":"Public Engagement with Lung Cancer Screening Information: Topic Modeling of Lung Cancer-Related Reddit Posts","year":2025,"lang":"en","type":"article","venue":"Current Oncology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Cancer Institute","keywords":"Lung cancer screening; Social media; Thematic analysis; Public health; Public engagement; Topic model; Lung cancer; Latent Dirichlet allocation","score_opus":0.25327798217829556,"score_gpt":0.5065344242601258,"score_spread":0.2532564420818303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414427452","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83864415,0.01756333,0.008737263,0.06861711,0.04054008,0.0048035234,0.000027454218,0.00031143008,0.020755641],"genre_scores_gemma":[0.9943423,0.0024531665,0.000735861,0.00020282401,0.0005508177,0.001636415,0.000027400678,0.000006695576,0.000044475357],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983558,0.00035511237,0.00045799636,0.00015669837,0.00030901594,0.00036537944],"domain_scores_gemma":[0.9984112,0.0004889843,0.0002873188,0.00012727117,0.0005741977,0.000111032794],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00086182886,0.000098822224,0.00022950563,0.0002195399,0.00048303342,0.00003218089,0.00023346777,0.0001528027,0.00025111946],"category_scores_gemma":[0.0008218721,0.000098942844,0.000035042096,0.0008557058,0.00011849629,0.00043093206,0.000053127278,0.0003399639,0.0000015113914],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034020257,0.00015285211,0.315837,0.00050481746,0.00013704984,3.8040304e-7,0.084953256,0.0016143908,0.0000016992693,0.020333609,0.0036674151,0.5727635],"study_design_scores_gemma":[0.0022457184,0.00014165648,0.040987104,0.0013430192,0.00035898096,4.2382928e-7,0.014873895,0.14993821,0.000015437765,0.0004866437,0.7891776,0.00043131103],"about_ca_topic_score_codex":0.00575316,"about_ca_topic_score_gemma":0.0033742476,"teacher_disagreement_score":0.7855102,"about_ca_system_score_codex":0.001594985,"about_ca_system_score_gemma":0.0037935309,"threshold_uncertainty_score":0.86970955},"labels":[],"label_agreement":null},{"id":"W4414451820","doi":"10.1038/s41386-025-02244-7","title":"Optimizing social media initiatives to promote Neuropsychopharmacology (NPP) publications","year":2025,"lang":"en","type":"article","venue":"Neuropsychopharmacology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health; Western University","funders":"","keywords":"Neuropsychopharmacology; Audience measurement; Social media; Dissemination; Analytics; Social media analytics; Information Dissemination","score_opus":0.09403280455563305,"score_gpt":0.45891383311174,"score_spread":0.36488102855610693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414451820","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6460585,0.00019906372,0.00028736805,0.18290341,0.055385105,0.0037958561,0.000027148635,0.0007901986,0.11055337],"genre_scores_gemma":[0.9562006,0.0005623328,0.0019159868,0.030721333,0.005317395,0.0045493115,0.000020131665,0.00007144918,0.0006414427],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9952823,0.0017657173,0.0006572518,0.0008139551,0.00041405784,0.0010667018],"domain_scores_gemma":[0.994962,0.0034479029,0.00024574614,0.00025675984,0.00057288975,0.0005147137],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009108576,0.000283429,0.0004090243,0.0008833475,0.0017065038,0.000108278684,0.0009377865,0.00030584692,0.0013958714],"category_scores_gemma":[0.0047781602,0.0003498405,0.00012021744,0.0033631756,0.0006015188,0.0003864457,0.00013263522,0.0007626243,0.0003779175],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00094120455,0.00191178,0.0053383857,0.00013115906,0.00023725297,0.000043098957,0.2542567,0.00004004589,0.08409968,0.13888408,0.28680974,0.22730686],"study_design_scores_gemma":[0.0013689395,0.000078173674,0.10151064,0.000012717093,0.0000857973,0.000001501399,0.001664192,0.000019041048,0.00019884562,0.001119892,0.8936293,0.0003109307],"about_ca_topic_score_codex":0.00010836302,"about_ca_topic_score_gemma":0.00024014988,"teacher_disagreement_score":0.60681957,"about_ca_system_score_codex":0.00034722328,"about_ca_system_score_gemma":0.001154048,"threshold_uncertainty_score":0.99989533},"labels":[],"label_agreement":null},{"id":"W4414578553","doi":"10.7759/cureus.93394","title":"A User’s Guide to Open Educational Resources in Medical Education","year":2025,"lang":"en","type":"article","venue":"Cureus","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan; University of British Columbia, Okanagan Campus; Kelowna General Hospital; McMaster University; University of Toronto","funders":"","keywords":"Publishing; Knowledge translation; Educational resources; Quality (philosophy); Critical appraisal; Continuing medical education","score_opus":0.06794618505237718,"score_gpt":0.5170158134095154,"score_spread":0.44906962835713826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414578553","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2710814,0.00085334346,0.000023362682,0.4118171,0.012700498,0.0021911403,0.0000016935968,0.00003844216,0.30129302],"genre_scores_gemma":[0.8687026,0.0006695364,0.010175943,0.051420305,0.008237162,0.011991292,0.000052406936,0.000038975053,0.048711773],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99850434,0.0002909573,0.00029250846,0.00023558165,0.00041715163,0.0002594622],"domain_scores_gemma":[0.9982338,0.0010593435,0.00005591265,0.00019366002,0.00017249437,0.00028477202],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014907536,0.00006544837,0.00011986584,0.00014570351,0.00029551852,0.0001157441,0.00089794444,0.00014483936,0.0016075779],"category_scores_gemma":[0.02422247,0.00007450619,0.00001854627,0.0009605886,0.00009614288,0.0002133628,0.00013018715,0.00013170905,0.00011422433],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014262972,0.00047307066,0.16257487,0.000019625671,0.0000061252317,3.1613678e-7,0.049804628,7.5827364e-7,0.0000038959024,0.29559186,0.4242497,0.06726087],"study_design_scores_gemma":[0.00009267887,0.000007536038,0.15352899,0.00012290438,0.0000028231516,1.2282084e-7,0.007373997,0.0000015463596,0.0000037928155,0.006364977,0.8324373,0.000063366664],"about_ca_topic_score_codex":0.095001645,"about_ca_topic_score_gemma":0.11055879,"teacher_disagreement_score":0.5976212,"about_ca_system_score_codex":0.0009599495,"about_ca_system_score_gemma":0.013837569,"threshold_uncertainty_score":0.99930507},"labels":[],"label_agreement":null},{"id":"W4414598044","doi":"10.2196/80139","title":"Authors’ Response to Peer Reviews of “Perception and Impact of White Spot Lesions in Young People Undergoing Orthodontic Treatment and Their Guardians: Protocol for a Mixed Methods Study”","year":2025,"lang":"en","type":"article","venue":"JMIRx Med","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Protocol (science); White (mutation); Peer review; MEDLINE; Peer group","score_opus":0.1732517194840352,"score_gpt":0.5613177981950523,"score_spread":0.38806607871101717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414598044","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83050525,0.00002487221,0.0007964156,0.0054376046,0.00027565146,0.16287217,0.0000082017195,0.000011850519,0.00006798919],"genre_scores_gemma":[0.568331,0.000046272937,0.0123862345,0.000018112387,0.00005765822,0.41859722,0.000002453203,0.000009851174,0.0005511818],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.995514,0.0034200456,0.0005029157,0.00021007564,0.00013528705,0.00021771944],"domain_scores_gemma":[0.99504566,0.004259364,0.00019604816,0.0001727642,0.0002096827,0.00011645372],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.008006126,0.00012035493,0.00047845757,0.0002871548,0.00023501429,0.000020278243,0.00007712972,0.00009612783,0.000017749751],"category_scores_gemma":[0.01854548,0.00009212877,0.00008470128,0.00074662565,0.00006447237,0.000115103394,0.000032119435,0.000059885413,3.454103e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000968263,0.00033366348,0.36537215,0.00027755188,0.000029002778,6.344397e-8,0.53018266,0.000002344867,0.0013906786,0.00006577926,0.000506933,0.10087091],"study_design_scores_gemma":[0.0010494011,0.00069675746,0.9194564,0.00026030757,0.000030584102,1.3155933e-7,0.07005821,0.000011950038,0.000044951274,0.0002319412,0.008081932,0.00007738549],"about_ca_topic_score_codex":0.008582631,"about_ca_topic_score_gemma":0.045658186,"teacher_disagreement_score":0.5540843,"about_ca_system_score_codex":0.00049673393,"about_ca_system_score_gemma":0.0008647756,"threshold_uncertainty_score":0.9980193},"labels":[],"label_agreement":null},{"id":"W4414630032","doi":"10.1177/22925503251379895","title":"Evaluating the Utility and Impact of Canadian Plastic Surgery Residency Programs’ Instagram Accounts on Resident Recruitment and Engagement","year":2025,"lang":"en","type":"article","venue":"Plastic Surgery","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Sunnybrook Health Science Centre; Toronto General Hospital; Toronto Western Hospital; University of Ottawa; University of Toronto","funders":"","keywords":"Descriptive statistics; Plastic surgery; Residency training; Medical school; Social media; Perception","score_opus":0.4637752816774779,"score_gpt":0.4869774227873099,"score_spread":0.023202141109831986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414630032","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9861132,0.00051203714,0.0000030174208,0.0012783915,0.010432558,0.0012764784,0.000013844476,0.000030459834,0.00034004063],"genre_scores_gemma":[0.9981806,0.0007014066,0.000023396957,0.000034998684,0.00023555101,0.0007921325,0.000009801922,0.0000100963,0.000012016144],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965426,0.0013382232,0.0005759789,0.00034436534,0.0006187858,0.0005800617],"domain_scores_gemma":[0.8214458,0.17763345,0.00023579985,0.00021532342,0.00018599126,0.0002836128],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.007392772,0.00016862467,0.00035181802,0.0007148109,0.0009057585,0.000113654365,0.00011845453,0.00012202924,0.000099366756],"category_scores_gemma":[0.17196748,0.00013552878,0.00008915689,0.0011727394,0.00038280574,0.00012226285,0.00004309889,0.00024823006,0.0000040372815],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008603804,0.00006198376,0.8984043,0.00012173141,0.00005195705,0.000002826627,0.007312329,0.000007134751,0.0000042600095,0.00042806362,0.002913779,0.09060557],"study_design_scores_gemma":[0.00007201057,0.000064248314,0.9938253,0.0004618873,0.000048189453,3.1222152e-7,0.003091766,0.000120949575,0.0000065890613,0.0003806255,0.001818631,0.00010944833],"about_ca_topic_score_codex":0.4509333,"about_ca_topic_score_gemma":0.25247505,"teacher_disagreement_score":0.19845824,"about_ca_system_score_codex":0.00072468445,"about_ca_system_score_gemma":0.0070641106,"threshold_uncertainty_score":0.9985649},"labels":[],"label_agreement":null},{"id":"W4414700042","doi":"10.1016/j.jaad.2025.09.089","title":"Artificial intelligence chatbots for atopic dermatitis: Accuracy, readability, and concordance with American Academy of Dermatology guidelines","year":2025,"lang":"en","type":"article","venue":"Journal of the American Academy of Dermatology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; McGill University; McGill University Health Centre; Université de Montréal","funders":"","keywords":"Concordance; MEDLINE; Teledermatology; Applications of artificial intelligence","score_opus":0.1093431844385445,"score_gpt":0.465895583389321,"score_spread":0.3565523989507765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414700042","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72258943,0.0010044278,0.0016315675,0.2735823,0.00046219642,0.0006688568,0.0000081997,0.000011193593,0.00004183227],"genre_scores_gemma":[0.9864024,0.0020010937,0.0072910534,0.003989142,0.00022576065,0.000071837276,3.4350285e-7,0.000012295098,0.0000060744396],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99645513,0.00084954506,0.0016581252,0.00022244937,0.0003853728,0.00042934722],"domain_scores_gemma":[0.9898554,0.0056399545,0.003836757,0.00012462685,0.0003970776,0.00014618966],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006290093,0.00018099621,0.0010818758,0.00025982625,0.0002876014,0.000013554053,0.0008597105,0.00016305734,0.000004885426],"category_scores_gemma":[0.0068865325,0.00013980048,0.00014447836,0.0010449751,0.0054835957,0.00021033037,0.00010639961,0.00053254527,6.1420246e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00050429476,0.00019947473,0.56406385,0.0007098902,0.0003460502,0.0000057541924,0.011642726,0.000046116904,0.00081322715,0.07944117,0.005215217,0.33701226],"study_design_scores_gemma":[0.0009545288,0.0006186887,0.54443437,0.001640037,0.0008981592,0.0023317717,0.05710361,0.00065756217,0.082684994,0.17878546,0.12892361,0.0009672337],"about_ca_topic_score_codex":0.0010272516,"about_ca_topic_score_gemma":0.00022837127,"teacher_disagreement_score":0.33604503,"about_ca_system_score_codex":0.00015824378,"about_ca_system_score_gemma":0.0009838718,"threshold_uncertainty_score":0.9972229},"labels":[],"label_agreement":null},{"id":"W4414751727","doi":"10.1016/j.yebeh.2025.110711","title":"EpilepTikTok: An inductive thematic analysis and quality assessment of #epilepsy content shared via a popular social media platform","year":2025,"lang":"en","type":"article","venue":"Epilepsy & Behavior","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; McMaster University","funders":"","keywords":"Misinformation; Popularity; Thematic analysis; Social media; Content analysis; Context (archaeology); Quality (philosophy); Narrative","score_opus":0.2669392223146038,"score_gpt":0.46957475043300684,"score_spread":0.20263552811840302,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414751727","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9939356,0.00008703817,0.00048595355,0.00082975987,0.0019686965,0.001954543,0.000099135264,0.00008910508,0.000550207],"genre_scores_gemma":[0.9948487,0.000056052413,0.0026883036,0.000106120904,0.00041344215,0.001672191,0.00014347547,0.00001908956,0.000052623935],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99581623,0.00095604063,0.0011092556,0.00055686646,0.00093346817,0.0006281267],"domain_scores_gemma":[0.9964905,0.0015180807,0.00070348295,0.0004159605,0.0005207377,0.00035127433],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0026831583,0.00025966103,0.0009576188,0.0005273126,0.00092209724,0.00008911417,0.00043006262,0.00038313572,0.0004002119],"category_scores_gemma":[0.0021744592,0.000269036,0.00026936,0.0018588622,0.0006871063,0.00051926175,0.00008849613,0.00040787944,0.000004152303],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023717079,0.0006223613,0.85023814,0.000050481005,0.00016561123,0.0000013819505,0.08348448,2.4686386e-7,0.00055787375,0.014427562,0.000032549753,0.050395615],"study_design_scores_gemma":[0.00044355047,0.00006126088,0.9527675,0.00004350377,0.0010621286,1.3052632e-7,0.043933578,0.000019409259,0.00008522689,0.0012028081,0.00015146032,0.00022944028],"about_ca_topic_score_codex":0.021301284,"about_ca_topic_score_gemma":0.018023673,"teacher_disagreement_score":0.102529384,"about_ca_system_score_codex":0.0007963198,"about_ca_system_score_gemma":0.0008199748,"threshold_uncertainty_score":0.99997616},"labels":[],"label_agreement":null},{"id":"W4414892025","doi":"10.1097/scs.0000000000011796","title":"Social Media in Academic Plastic Surgery Training Programs: A 5-Year Update","year":2025,"lang":"en","type":"article","venue":"Journal of Craniofacial Surgery","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social media; Program director; Quarter (Canadian coin); Plastic surgery; Academic year; Rank (graph theory); Media use","score_opus":0.18999954315968323,"score_gpt":0.4135382100440035,"score_spread":0.22353866688432025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414892025","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9602987,0.0002958001,0.0000440824,0.0074019236,0.031208359,0.0002840856,0.0000028404654,0.00004464112,0.00041957237],"genre_scores_gemma":[0.99306273,0.0010300069,0.000062454346,0.00018504601,0.005562611,0.00006493279,0.00000446613,0.000019557132,0.000008178392],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99572563,0.00087000354,0.0014740735,0.00019756245,0.00096812705,0.0007645779],"domain_scores_gemma":[0.9702791,0.02817569,0.0008261692,0.000075578464,0.00037118545,0.00027228752],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.007272385,0.00017683631,0.0008368869,0.0010533225,0.00044870257,0.000083922765,0.00029733893,0.00046270815,0.00011123958],"category_scores_gemma":[0.0597615,0.00019145341,0.0003680131,0.0019835539,0.00040427083,0.0005293323,0.000025150473,0.0009984284,0.000016651316],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020323566,0.00013958609,0.71695894,0.00008126725,0.000041031937,0.00004210001,0.08259538,0.000001925344,0.000015526532,0.0038127059,0.0073052635,0.18880303],"study_design_scores_gemma":[0.00052960444,0.000014601172,0.8197545,0.0009035452,0.00007950002,0.0000047469584,0.043067556,0.0000031949082,0.000008359844,0.009043215,0.1261945,0.0003966882],"about_ca_topic_score_codex":0.00031703874,"about_ca_topic_score_gemma":0.00094998255,"teacher_disagreement_score":0.18840633,"about_ca_system_score_codex":0.0006181215,"about_ca_system_score_gemma":0.006053155,"threshold_uncertainty_score":0.9995816},"labels":[],"label_agreement":null},{"id":"W4415002466","doi":"10.2196/69883","title":"Social Media Discussions About Robotic Total Knee Arthroplasty: Cross-Sectional Analysis","year":2025,"lang":"en","type":"article","venue":"JMIR Infodemiology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université de Montréal; McGill University","funders":"","keywords":"Popularity; Social media; Skepticism; Health professionals; Social robot; Robot","score_opus":0.08596389359133391,"score_gpt":0.4641744237256688,"score_spread":0.3782105301343349,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415002466","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.973545,0.00012343834,0.00075897935,0.009123327,0.010129092,0.00072729157,0.000012257632,0.00018293112,0.0053976527],"genre_scores_gemma":[0.99572915,0.000033243625,0.00027586197,0.00049160334,0.0015627929,0.0012863809,0.00005625587,0.000008007124,0.0005566818],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971118,0.00093962904,0.0006230342,0.0003872434,0.00030815345,0.00063011755],"domain_scores_gemma":[0.9933696,0.0057804515,0.00023653638,0.00018721669,0.00023358897,0.00019260148],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0013634154,0.00015368599,0.00044395236,0.00040720045,0.0017733364,0.000066460714,0.00018376487,0.00060354656,0.0005829971],"category_scores_gemma":[0.009266916,0.00014618521,0.000267904,0.0017598489,0.0011162924,0.00016490289,0.00010131065,0.00054458826,0.00009373854],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019078449,0.000057593727,0.90759224,0.000009883157,0.00010819223,5.2125506e-7,0.017599124,0.00053761684,0.000003094161,0.07010903,0.0013545764,0.0026090282],"study_design_scores_gemma":[0.00019000907,0.000012108017,0.9823511,0.000005314855,0.000075668155,3.2095207e-7,0.0019286709,0.00017508579,3.4258522e-7,0.007820585,0.007309758,0.00013103473],"about_ca_topic_score_codex":0.001286925,"about_ca_topic_score_gemma":0.0055740783,"teacher_disagreement_score":0.07475885,"about_ca_system_score_codex":0.0004718812,"about_ca_system_score_gemma":0.0009940811,"threshold_uncertainty_score":0.9995262},"labels":[],"label_agreement":null},{"id":"W4415030758","doi":"10.2196/78774","title":"Feasibility of the Social Media–Based Prevention Program “Leduin” for German Adolescents on Instagram: Mixed Methods Pilot Study","year":2025,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychological intervention; German; Program evaluation; Digital health; Social media; Content analysis; MEDLINE","score_opus":0.4610783480134284,"score_gpt":0.6705594080048523,"score_spread":0.20948105999142386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415030758","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97381866,0.00001468185,0.00023044672,0.0033013574,0.002766313,0.018855127,0.000016563981,0.00006254318,0.00093433453],"genre_scores_gemma":[0.98781073,0.0000030263097,0.00062371866,0.000033746226,0.00026682502,0.011193232,0.000009604356,0.00001061775,0.000048499987],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.989501,0.007836927,0.00046042557,0.00027926828,0.0013111936,0.0006111603],"domain_scores_gemma":[0.9930259,0.0051721586,0.00024259351,0.0003051722,0.0011435386,0.00011066225],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0122762,0.000118777694,0.00027098562,0.00029418126,0.0019025672,0.00007083522,0.0006377106,0.000117729745,0.000014218855],"category_scores_gemma":[0.009361609,0.000097231765,0.000124769,0.0020114675,0.0008133785,0.00019772741,0.000115575924,0.000557917,0.0000053236768],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010776876,0.015079783,0.03787518,0.00092089904,0.000049125752,7.790546e-8,0.33571455,6.907375e-7,0.000077504126,0.01201686,0.0029121689,0.5942755],"study_design_scores_gemma":[0.001960632,0.0021283303,0.9110199,0.00029373277,0.000019691151,1.050391e-8,0.06996306,0.000079019876,0.00060151774,0.010274812,0.003537819,0.000121431716],"about_ca_topic_score_codex":0.00051023765,"about_ca_topic_score_gemma":0.0026853161,"teacher_disagreement_score":0.87314475,"about_ca_system_score_codex":0.0010457812,"about_ca_system_score_gemma":0.0021196723,"threshold_uncertainty_score":0.9993968},"labels":[],"label_agreement":null},{"id":"W4415163363","doi":"10.2196/76750","title":"Social Media Marketing of Non-Evidence-Based Women's Health Interventions: Protocol for a Content Analysis Using Participatory Research Methods","year":2025,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Social media; Content analysis; Protocol (science); Social media marketing; Participatory action research; Marketing research; Citizen journalism; Social marketing; Data collection; The Internet","score_opus":0.9509037148790306,"score_gpt":0.8077952135017152,"score_spread":0.14310850137731534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415163363","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0023345938,0.000011690502,0.003982958,0.005785791,0.00006634118,0.9875971,0.000009965435,0.000050595023,0.00016093858],"genre_scores_gemma":[0.0028695348,0.000001003995,0.013844523,0.000063492706,0.0005182947,0.9825734,0.000003178078,0.000024116664,0.000102490485],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9621354,0.031141663,0.0015050074,0.00069053494,0.0024476633,0.0020797455],"domain_scores_gemma":[0.95239663,0.04185062,0.0005708633,0.00047519142,0.004241174,0.00046554045],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.14829148,0.000172329,0.0007706217,0.0022631744,0.0029555787,0.00023793888,0.0009366574,0.00028185872,0.00027222035],"category_scores_gemma":[0.08958428,0.0001761134,0.00042126045,0.008509037,0.0017051332,0.00034960159,0.00022957823,0.00093569583,0.0000039137462],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.010419137,0.0061461707,0.07271126,0.059369434,0.00079060334,0.0000031850343,0.28749797,0.000036940157,0.002383419,0.014887941,0.016032565,0.5297214],"study_design_scores_gemma":[0.011372694,0.003839001,0.15406767,0.08427081,0.000109376844,1.287436e-7,0.2469502,0.0060034753,0.004085984,0.014741936,0.47342435,0.0011343968],"about_ca_topic_score_codex":0.0019408374,"about_ca_topic_score_gemma":0.0011751527,"teacher_disagreement_score":0.528587,"about_ca_system_score_codex":0.0040684035,"about_ca_system_score_gemma":0.013162751,"threshold_uncertainty_score":0.9997548},"labels":[],"label_agreement":null},{"id":"W4415350556","doi":"10.3390/curroncol32100579","title":"Podcasting and Blogging as Tools to Engage with the Public on the Topic of Cancer: Experience and Perspectives of the Public Interest Group on Cancer Research","year":2025,"lang":"en","type":"letter","venue":"Current Oncology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Space (punctuation); Indigenous; Social media; Online discussion; Public interest; Health care; Public involvement","score_opus":0.6334530761475056,"score_gpt":0.5721495863184107,"score_spread":0.06130348982909484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415350556","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44606686,0.0013632989,6.7275533e-7,0.54813576,0.002580688,0.0011356276,0.000009601492,0.000006526143,0.0007009736],"genre_scores_gemma":[0.97179025,0.0019145977,0.000007817912,0.020642404,0.0025692838,0.0029555673,0.0000019412614,0.000012106621,0.000106033054],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9956108,0.0026899118,0.00024158374,0.00039587548,0.0005711586,0.00049069105],"domain_scores_gemma":[0.98609114,0.012792993,0.00028888005,0.00030578577,0.0004485504,0.00007265067],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0020742775,0.00014592493,0.0002889272,0.00018973014,0.001112762,0.00010848795,0.0007326452,0.00023333868,0.00008032246],"category_scores_gemma":[0.010464214,0.000078113524,0.00003596841,0.0007795799,0.0019804074,0.00008630493,0.00023385014,0.0020911007,6.8492284e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005149103,0.0001609676,0.03359088,0.00031741787,0.000063279505,0.0000027125168,0.48820126,3.3013922e-7,0.000027713557,0.065011516,0.0983885,0.31418395],"study_design_scores_gemma":[0.00011271505,0.0002562864,0.010613089,0.00056308735,0.000016034961,5.6541495e-7,0.09967346,0.0000017801802,0.000016819175,0.0002067012,0.88845307,0.00008639301],"about_ca_topic_score_codex":0.0038473327,"about_ca_topic_score_gemma":0.014733132,"teacher_disagreement_score":0.7900646,"about_ca_system_score_codex":0.00092339376,"about_ca_system_score_gemma":0.0020905784,"threshold_uncertainty_score":0.99787104},"labels":[],"label_agreement":null},{"id":"W4415388353","doi":"10.2196/preprints.86204","title":"The triadic nexus of digital literacy, patient engagement and mHealth for sustainable health outcomes: A scoping review (Preprint)","year":2025,"lang":"","type":"review","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"mHealth; Digital health; Health care; Nexus (standard); eHealth; Psychological intervention; Digital literacy; Telemedicine; Digital divide","score_opus":0.17079114966137504,"score_gpt":0.5160194117007458,"score_spread":0.3452282620393708,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415388353","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000020799314,0.89539427,0.00014447738,0.015659437,0.0041504274,0.08287527,0.000044984146,0.00004486192,0.0016654796],"genre_scores_gemma":[0.00014772653,0.9758859,0.00030916938,0.0017017245,0.00039119433,0.02054448,0.00005829969,0.00004070946,0.0009207775],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9863403,0.0041436437,0.0053695925,0.0011765934,0.0011061609,0.0018637431],"domain_scores_gemma":[0.9274882,0.064025864,0.0049871816,0.0010888969,0.0016028916,0.0008069602],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.01828023,0.00070686074,0.0040344936,0.00028492406,0.0038823897,0.00059546396,0.0008954289,0.00031570223,0.000086035536],"category_scores_gemma":[0.0757193,0.0005056604,0.000810379,0.0019079342,0.00055633497,0.00059716526,0.00055125577,0.00070091366,0.000007920865],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008227062,0.000105411396,0.00009748831,0.41612962,0.000052345975,2.0054158e-7,0.010527257,9.621217e-8,1.9196522e-10,0.0053912723,0.00066395034,0.5670241],"study_design_scores_gemma":[0.00032295266,0.00048577634,0.000036289934,0.4230337,0.00029218875,5.236081e-7,0.017048506,0.0000018367555,3.5120284e-8,0.0011786248,0.5572982,0.00030138736],"about_ca_topic_score_codex":0.0034667363,"about_ca_topic_score_gemma":0.0004433854,"teacher_disagreement_score":0.56672275,"about_ca_system_score_codex":0.0025967653,"about_ca_system_score_gemma":0.040974904,"threshold_uncertainty_score":0.9997395},"labels":[],"label_agreement":null},{"id":"W4415569307","doi":"10.2196/78505","title":"Evaluating AI-Generated Podcasts Versus Traditional Reading for Learning From Medical Articles: Protocol for a Mixed-Design Study Among Resident Physicians","year":2025,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Protocol (science); Reading (process); Data collection; MEDLINE; Research design; Formative assessment; Digital health; Educational measurement","score_opus":0.7903175299431441,"score_gpt":0.6996613663267017,"score_spread":0.09065616361644235,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415569307","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01277919,6.9976784e-7,0.0029249701,0.00354607,0.00021923103,0.980114,0.0000097325765,0.0001528033,0.000253328],"genre_scores_gemma":[0.011023862,9.981854e-8,0.0023919628,0.00006214447,0.0023199634,0.9839125,0.000021119098,0.000039357765,0.0002289741],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98932457,0.00544973,0.0007015519,0.00070918637,0.0027042585,0.0011106804],"domain_scores_gemma":[0.97633016,0.021293063,0.00022627389,0.00027973513,0.001532986,0.00033780557],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.016080145,0.00019039739,0.00033477848,0.00031439995,0.0028951936,0.0004189899,0.0006513343,0.0002808242,0.00021752228],"category_scores_gemma":[0.04451037,0.00020009631,0.0001070327,0.0013545356,0.00048787118,0.00038534836,0.000089154186,0.00094619463,0.000014835693],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.02594338,0.010932724,0.054690924,0.002425269,0.0004713703,0.000020682124,0.21584651,0.0006564068,0.0030473585,0.019551257,0.11774333,0.54867077],"study_design_scores_gemma":[0.096643694,0.035829805,0.12234167,0.023440063,0.00009755078,4.198709e-7,0.22759263,0.07024028,0.010625936,0.08179312,0.3291983,0.0021965397],"about_ca_topic_score_codex":0.002124613,"about_ca_topic_score_gemma":0.0025816322,"teacher_disagreement_score":0.5464743,"about_ca_system_score_codex":0.001167255,"about_ca_system_score_gemma":0.006066355,"threshold_uncertainty_score":0.99956834},"labels":[],"label_agreement":null},{"id":"W4415584294","doi":"10.2196/73805","title":"Student Satisfaction in Social Media–Based Learning Environments: Development, Validation, and Psychometric Evaluation of the CuSAERS (Questionnaire of Satisfaction With Educational Activities Performed on Social Media)","year":2025,"lang":"en","type":"article","venue":"JMIR Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychometrics; Measure (data warehouse); Quality (philosophy); Reliability (semiconductor); Data collection","score_opus":0.05767741294523635,"score_gpt":0.4264173519620613,"score_spread":0.36873993901682495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415584294","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9877496,0.00009595511,0.000031367796,0.007649444,0.0027718963,0.0013351258,0.0000016539251,0.000015536685,0.00034947076],"genre_scores_gemma":[0.9972987,0.00006906476,0.00011371625,0.000107073196,0.00058313884,0.0017537961,0.000043482916,0.00001214246,0.000018841854],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9952037,0.0011743394,0.0005817454,0.00029535146,0.0025145558,0.00023030529],"domain_scores_gemma":[0.99720705,0.0017035843,0.00057704037,0.000106784246,0.0003017163,0.000103841514],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0026229944,0.00015286003,0.00023933817,0.0006623241,0.0007724331,0.000027697622,0.00015406171,0.00027642626,0.0002353515],"category_scores_gemma":[0.009193835,0.0001387253,0.000040398332,0.0015603465,0.00054682937,0.00027672728,0.000019461086,0.0004011327,0.0000018850058],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047605074,0.00037638593,0.6180662,0.00007351894,0.00001561498,5.8974714e-9,0.05491846,0.000020289994,0.000027712467,0.0018257032,0.0001813533,0.32444713],"study_design_scores_gemma":[0.00082908414,0.000021063359,0.9778926,0.00033364835,0.000048631115,1.3831162e-7,0.019538067,0.00002934853,0.00018627367,0.000557819,0.00045294507,0.00011042043],"about_ca_topic_score_codex":0.0008169866,"about_ca_topic_score_gemma":0.0059353383,"teacher_disagreement_score":0.35982636,"about_ca_system_score_codex":0.001898896,"about_ca_system_score_gemma":0.01002628,"threshold_uncertainty_score":0.9991521},"labels":[],"label_agreement":null},{"id":"W4415585796","doi":"10.1136/bmjusa.03030003","title":"Rapid responses from bmj.com: Somewhat flawed conclusion","year":2003,"lang":"en","type":"article","venue":"BMJ","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"MEDLINE; Text mining","score_opus":0.1613548221592688,"score_gpt":0.45770811229826613,"score_spread":0.29635329013899736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415585796","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8943833,0.0011521387,0.00003327211,0.05067186,0.019277971,0.002331171,0.000009551925,0.00016166104,0.03197908],"genre_scores_gemma":[0.987712,0.00054400583,0.0023427368,0.002153421,0.004177427,0.0008865536,0.000016065867,0.000025449779,0.0021423118],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99707884,0.0015034755,0.00030610472,0.0002235574,0.0005354145,0.00035259724],"domain_scores_gemma":[0.9952874,0.0039554504,0.00016712856,0.00024523644,0.00012809594,0.00021665926],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0023256228,0.00009115337,0.00016618005,0.0000636747,0.0007748459,0.000057982972,0.0001866932,0.00018167953,0.0016949275],"category_scores_gemma":[0.019940482,0.000096437005,0.000052122527,0.0003338703,0.00022080059,0.00018826875,0.000024224157,0.0001374551,0.0004143706],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039687604,0.00036720702,0.10398671,0.000048328686,0.00006248038,0.00003393323,0.29534137,0.0000020014954,0.001925228,0.097387046,0.251158,0.24929082],"study_design_scores_gemma":[0.000296021,0.000031439253,0.028318897,0.000038568036,0.000011019008,5.0146366e-7,0.0096076,0.000003915045,0.0005959881,0.005325379,0.95561033,0.0001603449],"about_ca_topic_score_codex":0.0057990425,"about_ca_topic_score_gemma":0.00094279536,"teacher_disagreement_score":0.70445234,"about_ca_system_score_codex":0.00027076373,"about_ca_system_score_gemma":0.0012432124,"threshold_uncertainty_score":0.9992176},"labels":[],"label_agreement":null},{"id":"W4415615905","doi":"10.1016/j.phacli.2025.10.003","title":"Oncologie. Outils et podcasts utiles dans notre pratique pharmaceutique quotidienne","year":2025,"lang":"fr","type":"article","venue":"Le Pharmacien Clinicien","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Context (archaeology); Government (linguistics); Quality (philosophy)","score_opus":0.25652930522361805,"score_gpt":0.5517928661675557,"score_spread":0.2952635609439377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415615905","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46650663,0.00845862,0.0011940358,0.29846147,0.09005528,0.005094469,0.00019007512,0.00049224205,0.12954716],"genre_scores_gemma":[0.92910856,0.013336028,0.0018186279,0.023708167,0.0038280473,0.0015501181,0.00004864369,0.0000718524,0.026529929],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9904228,0.004235066,0.0015560065,0.0012019739,0.0007686922,0.0018154872],"domain_scores_gemma":[0.9859282,0.011393356,0.0007765314,0.00058394764,0.00056467723,0.00075331813],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00805641,0.00055676006,0.00082770083,0.00029387517,0.0014473399,0.00021705945,0.0014378612,0.0008046265,0.0007255609],"category_scores_gemma":[0.008794087,0.00064179086,0.00037606934,0.0029530572,0.0022557413,0.0009948531,0.00034490557,0.0017754356,0.00055830594],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031072,0.004504644,0.05525965,0.0008729535,0.00030869976,0.00008608439,0.21756911,0.0002913034,0.002194738,0.17926237,0.056499768,0.48283994],"study_design_scores_gemma":[0.0018091998,0.00017903534,0.008474549,0.00032429254,0.00023357537,0.000007114693,0.019952644,0.0015238952,0.00651449,0.0034603244,0.95688444,0.00063644454],"about_ca_topic_score_codex":0.011596858,"about_ca_topic_score_gemma":0.003998633,"teacher_disagreement_score":0.90038466,"about_ca_system_score_codex":0.0018019903,"about_ca_system_score_gemma":0.01138242,"threshold_uncertainty_score":0.99985266},"labels":[],"label_agreement":null},{"id":"W4415648783","doi":"10.1016/j.lansea.2025.100681","title":"Search engine ads for suicide prevention: analysis of engagement from Indonesia relative to Australia, the USA, and the medical industry standards","year":2025,"lang":"en","type":"article","venue":"The Lancet Regional Health - Southeast Asia","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"National Health and Medical Research Council; Suicide Prevention Australia; Department of Foreign Affairs and Trade, Australian Government; Australia-Indonesia Institute; Lynch Foundation","keywords":"Occupational safety and health; Foundation (evidence); Suicide prevention; Poison control; Human factors and ergonomics; Public health","score_opus":0.2527953571851344,"score_gpt":0.5147217600776776,"score_spread":0.26192640289254315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415648783","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.52045536,0.000656096,0.001756221,0.473079,0.00061817036,0.0028311932,0.00017578118,0.000017444605,0.000410739],"genre_scores_gemma":[0.99487567,0.0001966619,0.00032713846,0.0020256964,0.0012715989,0.0008921231,0.000030468094,0.000007934304,0.00037269393],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99483997,0.0026191883,0.00050610234,0.000257046,0.0012996655,0.00047804142],"domain_scores_gemma":[0.9917581,0.0070956745,0.00023756799,0.00035991223,0.00032179526,0.00022696215],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012482656,0.00012428989,0.00050817744,0.00013286676,0.0012645122,0.000038945695,0.0005856104,0.00021143105,0.00016418709],"category_scores_gemma":[0.0024610239,0.00007044386,0.00013062068,0.0015229931,0.0009699085,0.000056131157,0.00008101315,0.0008122769,0.0000032461542],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013041432,0.00011657797,0.25477734,0.0001412047,0.0010644384,5.085658e-7,0.17606245,0.00012976864,6.013583e-7,0.53320485,0.011601355,0.021596754],"study_design_scores_gemma":[0.0016129942,0.0000967174,0.8794255,0.0003284894,0.00046564665,4.0960808e-7,0.05546114,0.00027321273,0.0000031258296,0.010994329,0.051214553,0.00012388574],"about_ca_topic_score_codex":0.025662584,"about_ca_topic_score_gemma":0.015699768,"teacher_disagreement_score":0.62464815,"about_ca_system_score_codex":0.00033675155,"about_ca_system_score_gemma":0.00277274,"threshold_uncertainty_score":0.9808256},"labels":[],"label_agreement":null},{"id":"W4415900082","doi":"10.1016/s2352-3026(25)00287-x","title":"Perspectives of potential haematopoietic stem-cell donors on education TikToks","year":2025,"lang":"en","type":"article","venue":"The Lancet Haematology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Stem Cell Network; University of Toronto","funders":"","keywords":"Haematopoiesis; Social media; Public health; Affect (linguistics); Commercialization; Health care","score_opus":0.04806970459555981,"score_gpt":0.3879551075529508,"score_spread":0.339885402957391,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415900082","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8862138,0.0011445399,0.000077162265,0.050758068,0.0055853967,0.0008824798,0.0000021490564,0.000059952865,0.055276472],"genre_scores_gemma":[0.99717057,0.0004111549,0.00015148301,0.0006822276,0.00060918595,0.00028800216,0.0000018788191,0.000007356484,0.00067812914],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9983661,0.0006723215,0.0002572295,0.0001955435,0.0001968989,0.00031191643],"domain_scores_gemma":[0.9980899,0.0011673933,0.0001964236,0.00033306138,0.00016375113,0.000049431732],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00070756377,0.00009038699,0.00041259456,0.00012111231,0.0003764867,0.000017729599,0.00041980177,0.00014463879,0.00008850791],"category_scores_gemma":[0.0005202292,0.00007421467,0.000056456047,0.00039296946,0.00057525386,0.000048779573,0.000031667274,0.00020285338,0.000056464218],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005976566,0.0002756289,0.008466447,0.00021816565,0.00001694854,0.0000014356984,0.09445255,0.000007645237,0.000059908,0.8808321,0.008518974,0.0070904843],"study_design_scores_gemma":[0.0016932689,0.00025179493,0.06468811,0.0005645916,0.00028049762,0.000025863632,0.67333746,0.00004908318,0.004252737,0.17358655,0.080669984,0.0006000467],"about_ca_topic_score_codex":0.0021686056,"about_ca_topic_score_gemma":0.0004757041,"teacher_disagreement_score":0.70724547,"about_ca_system_score_codex":0.00014336722,"about_ca_system_score_gemma":0.0011250682,"threshold_uncertainty_score":0.32782975},"labels":[],"label_agreement":null},{"id":"W4415907933","doi":"10.5539/gjhs.v17n6p61","title":"Knowledge Spillovers through Social Media in Healthcare A Pilot Study in Austria","year":2025,"lang":"","type":"article","venue":"Global Journal of Health Science","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Openness to experience; Health care; Knowledge sharing; Social network (sociolinguistics); Social media; Spillover effect; Health technology","score_opus":0.2219174696148192,"score_gpt":0.5143187326298987,"score_spread":0.2924012630150795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415907933","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87613577,0.0083500575,0.000015084995,0.06617204,0.04421229,0.0033214546,0.000016355067,0.000016568056,0.0017603824],"genre_scores_gemma":[0.99500364,0.0021720733,0.00027482444,0.0011534814,0.0013092122,0.00006845141,6.0372986e-7,0.000010578531,0.000007157214],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98649484,0.0029004356,0.004232325,0.0008953473,0.0029002118,0.002576853],"domain_scores_gemma":[0.9927245,0.0019410535,0.0026247522,0.00033451305,0.0015229303,0.00085228466],"candidate_categories":["metaresearch","metaepi_narrow","bibliometrics","sts"],"consensus_categories":[],"category_scores_codex":[0.025781484,0.00042168776,0.0015566925,0.0011861699,0.002073595,0.0002544437,0.0023817779,0.0002383623,0.000033395158],"category_scores_gemma":[0.011189187,0.0004507849,0.00013523022,0.021614842,0.0026063684,0.0016309725,0.0002919035,0.0016227488,0.000021036107],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00036622662,0.0037612014,0.7678753,0.00029632775,0.000012919041,0.000028289738,0.14090692,0.0000126807245,0.000002318369,0.016223507,0.0014851983,0.069029085],"study_design_scores_gemma":[0.0027388022,0.0020733357,0.86413753,0.001020903,0.00001828492,0.000007848238,0.118637785,0.000012186144,0.0000013242833,0.009234436,0.0018641535,0.00025342221],"about_ca_topic_score_codex":0.062276255,"about_ca_topic_score_gemma":0.1416579,"teacher_disagreement_score":0.118867844,"about_ca_system_score_codex":0.020910341,"about_ca_system_score_gemma":0.07888989,"threshold_uncertainty_score":0.99979436},"labels":[],"label_agreement":null},{"id":"W4415925312","doi":"10.3390/psychiatryint6040139","title":"Exploring Public Reactions to Individuals’ Substance Misuse Recovery Journeys on TikTok","year":2025,"lang":"en","type":"article","venue":"Psychiatry International","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Rhetorical question; Narrative; Emoji; Social media; Perception; Substance use; Content analysis; Taboo; Narrative inquiry","score_opus":0.2730472442182262,"score_gpt":0.4334842172490783,"score_spread":0.16043697303085214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415925312","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.579403,0.0000735569,0.0003266941,0.2508254,0.088380374,0.00053494656,0.000017539205,0.0001305048,0.08030798],"genre_scores_gemma":[0.97522104,0.000858587,0.00485172,0.006215292,0.0073275887,0.0019354064,0.000034121065,0.000025614103,0.0035306124],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99832433,0.00015910805,0.00033415167,0.00027775153,0.0005880276,0.0003165968],"domain_scores_gemma":[0.9984263,0.00079835777,0.00013165828,0.00018548904,0.00025673592,0.00020142591],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007695676,0.00010077461,0.000103477556,0.00051552354,0.0005867059,0.0001732791,0.0004712851,0.000081002814,0.0005029536],"category_scores_gemma":[0.0031320204,0.00012055807,0.00006846342,0.0008280526,0.000057895613,0.0005774241,0.000021013393,0.00026589815,0.00031482583],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004793022,0.00045518467,0.30181697,0.000023517634,0.00010617099,5.289173e-7,0.019096822,0.00003820522,0.000016703007,0.57527643,0.064391665,0.038729858],"study_design_scores_gemma":[0.00018784899,0.000026030182,0.15332374,0.00016070649,0.00000717731,3.061914e-7,0.005135805,0.0000032818666,0.000016403475,0.011522276,0.8294894,0.00012702063],"about_ca_topic_score_codex":0.0009538683,"about_ca_topic_score_gemma":0.002836019,"teacher_disagreement_score":0.76509774,"about_ca_system_score_codex":0.0007580985,"about_ca_system_score_gemma":0.00089908077,"threshold_uncertainty_score":0.55069894},"labels":[],"label_agreement":null},{"id":"W4415937866","doi":"10.2196/71971","title":"Investigating the Association of Subjective Numeracy, Interpersonal Communication, and Perceived Discrimination With Watching Health-Related Videos on Social Media Platforms: Cross-Sectional Analysis","year":2025,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Association (psychology); Social media; Interpersonal communication; Health communication; Interpersonal relationship; Public health","score_opus":0.13219094109875526,"score_gpt":0.49168623216857604,"score_spread":0.3594952910698208,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415937866","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9847364,0.00006675835,0.000048965856,0.011845732,0.00024209966,0.0011378101,0.000022974045,0.00003071874,0.0018685709],"genre_scores_gemma":[0.99877954,0.00008990963,0.000092041926,0.000097437514,0.0001011445,0.0006732413,0.00009160066,0.000007928573,0.00006718979],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99540687,0.0019016814,0.0005827906,0.00022087894,0.0014533026,0.0004344926],"domain_scores_gemma":[0.9850766,0.012691258,0.0005686064,0.00014693598,0.0014141906,0.0001024062],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.008707075,0.00011300057,0.00027318546,0.0005770649,0.003999261,0.00019393719,0.00032623054,0.00017673314,0.00003643863],"category_scores_gemma":[0.0064659333,0.00008624503,0.00007575677,0.0027539309,0.0011231271,0.0006931781,0.00008704976,0.0009521249,0.0000043371188],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044115237,0.000065399734,0.39179975,0.00004629834,0.00016219473,2.8199052e-8,0.58581346,0.00001438145,0.0000058326573,0.018049954,0.0001630736,0.0038355042],"study_design_scores_gemma":[0.0003162953,0.000056086617,0.87343735,0.00010282944,0.000018950313,1.0681203e-7,0.11876763,0.0004645972,0.000012769055,0.0066651953,0.0000934951,0.00006470152],"about_ca_topic_score_codex":0.007124751,"about_ca_topic_score_gemma":0.011106665,"teacher_disagreement_score":0.4816376,"about_ca_system_score_codex":0.0023589993,"about_ca_system_score_gemma":0.0011856988,"threshold_uncertainty_score":0.99948686},"labels":[],"label_agreement":null},{"id":"W4415937947","doi":"10.62212/snahp.174","title":"Social Media Recruitment: Lessons from a Pilot Study Incorporating a Digital Breastfeeding Intervention","year":2025,"lang":"fr","type":"article","venue":"Science of Nursing and Health Practices","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières; Université du Québec en Outaouais","funders":"","keywords":"Social media; Breastfeeding; Intervention (counseling); Digital health; Qualitative research; mHealth; eHealth","score_opus":0.5902486347322141,"score_gpt":0.5949856202262868,"score_spread":0.004736985494072643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415937947","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5697544,0.007114447,0.000066170745,0.39967814,0.01690751,0.001973015,0.000025363624,0.00004830816,0.0044326233],"genre_scores_gemma":[0.9971417,0.00040745523,0.0008228656,0.00013021407,0.0012514464,0.00016102468,0.0000066184953,0.000009821189,0.00006882825],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99601656,0.0008575017,0.0008644679,0.00063681963,0.00094581884,0.0006788003],"domain_scores_gemma":[0.99269134,0.0036614265,0.0027629435,0.0001581667,0.00040583665,0.00032029537],"candidate_categories":["metaresearch","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.008179786,0.00018212915,0.0004312969,0.00038824024,0.003329666,0.0005353796,0.00039683064,0.00009226596,0.000019804063],"category_scores_gemma":[0.009557228,0.00020918634,0.000042135358,0.0026055651,0.003281777,0.0029652982,0.000090028065,0.00045539465,0.00000540691],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055759472,0.002253199,0.011969202,0.00015795234,0.000016888886,5.03258e-7,0.1983444,3.7723612e-7,0.000026115065,0.03014946,0.0003707138,0.75665545],"study_design_scores_gemma":[0.0010627228,0.0018946192,0.36319864,0.0058002165,0.00016643666,0.0000020944833,0.5395111,0.000228161,0.00001686316,0.08592582,0.0019123589,0.0002810008],"about_ca_topic_score_codex":0.03234435,"about_ca_topic_score_gemma":0.0036777633,"teacher_disagreement_score":0.7563744,"about_ca_system_score_codex":0.0014558616,"about_ca_system_score_gemma":0.004004235,"threshold_uncertainty_score":0.9994307},"labels":[],"label_agreement":null},{"id":"W4415972338","doi":"10.2196/81765","title":"The Role of an Intraorganizational Digital Community in Shaping Nurses’ Professional Identities and Practice: Qualitative Interview Study","year":2025,"lang":"en","type":"article","venue":"JMIR Nursing","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Qualitative research; Health care; Community of practice; Health professionals; Professional development; Qualitative property","score_opus":0.14091703666502317,"score_gpt":0.5645785652148523,"score_spread":0.4236615285498291,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415972338","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98758847,0.00045631354,0.000009547156,0.0051356466,0.0016800067,0.0011790118,0.0000026090986,0.000018156903,0.0039302655],"genre_scores_gemma":[0.9995546,0.000017945553,0.000061729246,0.00005023575,0.00008963537,0.00016556274,0.00000552697,0.0000047319786,0.00005003777],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9957757,0.003466122,0.0002677072,0.000087389664,0.0002623193,0.00014073293],"domain_scores_gemma":[0.99247104,0.007002371,0.00014919868,0.00009317884,0.00024582937,0.00003836531],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002916986,0.0000539254,0.00010516377,0.00007953148,0.0010233469,0.0001329614,0.0001880461,0.000047716854,0.0000065470417],"category_scores_gemma":[0.00827554,0.000049055998,0.00001045048,0.00048056763,0.0005147916,0.00077818544,0.000035866185,0.00025183707,6.9136667e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023863307,0.00064443616,0.012894444,0.000017661754,0.0000068998806,9.246068e-8,0.85837454,2.637864e-7,0.0000063705097,0.02271393,0.000034157456,0.10528333],"study_design_scores_gemma":[0.000114995215,0.000045266603,0.10179015,0.00032935978,0.00000613203,2.464298e-7,0.863619,0.000012395291,0.000006524561,0.033421382,0.00061706826,0.000037462047],"about_ca_topic_score_codex":0.0012417602,"about_ca_topic_score_gemma":0.0012547995,"teacher_disagreement_score":0.105245866,"about_ca_system_score_codex":0.00026275835,"about_ca_system_score_gemma":0.00047540077,"threshold_uncertainty_score":0.9907192},"labels":[],"label_agreement":null},{"id":"W4416148904","doi":"10.1007/s13187-025-02745-5","title":"Evaluating How Patients with Thyroid Cancer Use Online Resources and Social Media to Access Health Information","year":2025,"lang":"en","type":"article","venue":"Journal of Cancer Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Cancer Agency; University of British Columbia","funders":"Faculty of Medicine, University of British Columbia","keywords":"Social media; Thyroid cancer; The Internet; Thyroid; Cancer; Focus group","score_opus":0.1185513081564271,"score_gpt":0.5349670918177415,"score_spread":0.4164157836613144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416148904","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.892899,0.0007275567,0.000045941262,0.09988338,0.005703601,0.0006816827,0.000018683235,0.000009832911,0.000030341509],"genre_scores_gemma":[0.98956335,0.0009884892,0.001707581,0.004567206,0.0028459076,0.0002539713,0.000020671481,0.000009401047,0.000043433913],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9982957,0.00026843982,0.0004124773,0.00009923726,0.00069860934,0.00022550681],"domain_scores_gemma":[0.9965407,0.0006231306,0.00092057016,0.000062431645,0.0016780165,0.00017513687],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008792399,0.00009119474,0.00020622824,0.00035135818,0.0005491376,0.00032205836,0.00019213556,0.00007033674,0.000021736905],"category_scores_gemma":[0.0025250774,0.00008138515,0.000024528317,0.000704437,0.00007916623,0.0018753848,0.00002221442,0.0001962041,3.7155485e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008280868,0.00007804537,0.32934338,0.00006899136,0.00001622897,9.512215e-9,0.120728485,0.000017705052,0.0000016619078,0.00014756316,0.0061277216,0.5433874],"study_design_scores_gemma":[0.00039471462,0.000079224614,0.90521103,0.00033228076,0.000037264996,6.8054455e-8,0.017935576,0.000006062833,0.0000044811463,0.00014397173,0.07577646,0.00007883794],"about_ca_topic_score_codex":0.010022392,"about_ca_topic_score_gemma":0.018810164,"teacher_disagreement_score":0.57586765,"about_ca_system_score_codex":0.0013803513,"about_ca_system_score_gemma":0.0079363,"threshold_uncertainty_score":0.999094},"labels":[],"label_agreement":null},{"id":"W4416202471","doi":"10.2196/22272","title":"Analyzing Instagram Food and Nutrition Posts Through a Food Literacy Lens: Content Analysis of Instagram Posts","year":2025,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University; McGill University; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Content analysis; Social media; Healthy eating; Media literacy; Literacy; Descriptive statistics; Health literacy; Healthy food","score_opus":0.2864706591548923,"score_gpt":0.5319840871643725,"score_spread":0.24551342800948023,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416202471","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96078265,0.0055190115,0.0004522978,0.030636856,0.0012335693,0.0005984562,0.0000085071815,0.0000104997525,0.00075813493],"genre_scores_gemma":[0.99177676,0.006942326,0.00036848243,0.00027118763,0.0005213009,0.000050887782,0.00000631827,0.0000074052073,0.000055314427],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99353987,0.001711309,0.001128034,0.00023452274,0.0028794508,0.00050679635],"domain_scores_gemma":[0.99143094,0.005064483,0.0004443586,0.00017384223,0.0024907803,0.00039557798],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.009279034,0.000114799484,0.0005902553,0.001536699,0.00020709657,0.00017062921,0.00069496286,0.00034594102,0.00019440056],"category_scores_gemma":[0.027200095,0.00009876477,0.00023490268,0.0033793405,0.0008480292,0.00053536356,0.00016109117,0.0012413715,0.0000017045379],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011565445,0.0035755734,0.24544108,0.0011743568,0.005337245,0.00007379002,0.20608784,0.000001711719,0.00029065984,0.12373125,0.0075270273,0.40560293],"study_design_scores_gemma":[0.010762943,0.01794449,0.43334255,0.01740676,0.0025654573,0.00005181822,0.18662456,0.0023341782,0.002667522,0.031901468,0.29338518,0.0010130951],"about_ca_topic_score_codex":0.00697941,"about_ca_topic_score_gemma":0.0057514333,"teacher_disagreement_score":0.40458983,"about_ca_system_score_codex":0.000557963,"about_ca_system_score_gemma":0.0016635933,"threshold_uncertainty_score":0.9996332},"labels":[],"label_agreement":null},{"id":"W4416243598","doi":"10.1080/21548455.2025.2575413","title":"Student podcast-mediated public communication: fostering social responsibility in undergraduate science","year":2025,"lang":"en","type":"article","venue":"International Journal of Science Education Part B","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Social responsibility; Work (physics); Agency (philosophy); Qualitative research; Science education","score_opus":0.1518233605357587,"score_gpt":0.5090081736102617,"score_spread":0.357184813074503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416243598","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8249933,0.00020136946,0.00005298014,0.13911608,0.020610835,0.00039324153,0.0000017952199,0.000018178851,0.014612192],"genre_scores_gemma":[0.9974185,0.00020311242,0.00066128216,0.00076284056,0.0007477356,0.00005746362,0.000002304108,0.0000042731617,0.00014246974],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99584955,0.00041409113,0.00083903444,0.00027849272,0.0022041756,0.0004146358],"domain_scores_gemma":[0.9930904,0.0011522266,0.00064450136,0.00023501985,0.0046384516,0.00023939862],"candidate_categories":["metaresearch","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0115819825,0.000096817304,0.00017059309,0.0018939743,0.0013409698,0.0006002887,0.0026393244,0.00006441725,0.000060207665],"category_scores_gemma":[0.01902432,0.000103919774,0.000054996297,0.0041586603,0.0041683274,0.0023355044,0.00029295802,0.00034114422,0.000013685656],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0001074933,0.001808307,0.3492204,0.000017544875,0.00003230486,0.0000031879124,0.10817201,0.000019839288,0.0026307611,0.3790795,0.0027720248,0.15613665],"study_design_scores_gemma":[0.0005198306,0.000041437503,0.84077185,0.00024198533,0.000007946398,0.0000061153155,0.054074433,0.000029697861,0.00026658864,0.022786329,0.08107677,0.00017703917],"about_ca_topic_score_codex":0.00057397736,"about_ca_topic_score_gemma":0.0008044758,"teacher_disagreement_score":0.49155143,"about_ca_system_score_codex":0.0039074584,"about_ca_system_score_gemma":0.037356745,"threshold_uncertainty_score":0.9999592},"labels":[],"label_agreement":null},{"id":"W4416368129","doi":"10.2196/77980","title":"Live Podcasting as an Educational Intervention in Dentomaxillofacial Radiology: Controlled Cohort Study","year":2025,"lang":"en","type":"article","venue":"JMIR Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Albert-Ludwigs-Universität Freiburg","keywords":"Intervention (counseling); Cohort study; Cohort; Behaviour change; Data collection; Psychological intervention","score_opus":0.031823390452705054,"score_gpt":0.47577899374404237,"score_spread":0.4439556032913373,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416368129","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9559368,0.00021719295,0.000013626393,0.017396327,0.013799299,0.005984668,6.0374714e-7,0.00006629061,0.006585215],"genre_scores_gemma":[0.98482627,0.00004427982,0.00008040478,0.0009899145,0.00192714,0.011387087,0.000063267886,0.000010426339,0.00067121105],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99595296,0.0016308078,0.00073287246,0.0004444378,0.0008537192,0.0003851785],"domain_scores_gemma":[0.9973639,0.0014291579,0.00025133605,0.00020882048,0.00036268876,0.0003840479],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0041566924,0.0001422156,0.00035653153,0.0004528363,0.00044247787,0.00007809661,0.00038554595,0.00031574245,0.0022037902],"category_scores_gemma":[0.034476653,0.00015349942,0.00007606363,0.0008742999,0.0002603679,0.0003352014,0.000034135835,0.00041004684,0.00009894262],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011529614,0.0038310254,0.8613979,0.000020598725,0.000023462582,7.997506e-7,0.04821571,3.6027754e-7,0.0000010930312,0.012772447,0.00068226026,0.07293904],"study_design_scores_gemma":[0.0020067033,0.00012286253,0.929094,0.00014330578,0.000030389596,0.0000014887876,0.059886444,0.000070114525,5.304722e-7,0.0051963604,0.003324898,0.00012286795],"about_ca_topic_score_codex":0.029815918,"about_ca_topic_score_gemma":0.015174859,"teacher_disagreement_score":0.07281617,"about_ca_system_score_codex":0.0011842469,"about_ca_system_score_gemma":0.01089925,"threshold_uncertainty_score":0.9987083},"labels":[],"label_agreement":null},{"id":"W4416509741","doi":"10.2196/80084","title":"AI-Generated “Slop” in Online Biomedical Science Educational Videos: Mixed Methods Study of Prevalence, Characteristics, and Hazards to Learners and Teachers","year":2025,"lang":"en","type":"article","venue":"JMIR Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Audience measurement; Online learning; Electronic learning; Educational technology; Multimethodology; Generative grammar","score_opus":0.03924959073929314,"score_gpt":0.5092447892457048,"score_spread":0.4699951985064117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416509741","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93676054,0.00021046457,0.000039833143,0.0563756,0.004781125,0.0017019415,0.0000036235976,0.000020721478,0.00010616394],"genre_scores_gemma":[0.9932445,0.00019895635,0.0031894804,0.0014566748,0.0006078118,0.001091343,0.000022053015,0.000007983475,0.00018115585],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9967942,0.0008867331,0.0005786315,0.00046573963,0.0009431915,0.00033147683],"domain_scores_gemma":[0.99740326,0.001230989,0.0001518105,0.00018176885,0.0003839382,0.0006482272],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0046431986,0.000121178826,0.00026500397,0.0007573101,0.00031848744,0.00005545527,0.00033005307,0.00019148507,0.00013162104],"category_scores_gemma":[0.037059467,0.00012405688,0.000014651457,0.00247176,0.0013060851,0.00020450314,0.000091946014,0.00034500886,0.0000018528783],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002063179,0.002691025,0.22331363,0.00012373776,0.000009696347,2.2666028e-7,0.16989885,1.7611968e-7,0.0003060797,0.0029409803,0.0020751525,0.5986198],"study_design_scores_gemma":[0.0003055665,0.0001092002,0.9094138,0.00023401185,0.000017095103,4.538944e-7,0.07897688,0.00005874651,0.000019174695,0.00041487315,0.010342833,0.000107330474],"about_ca_topic_score_codex":0.0044238297,"about_ca_topic_score_gemma":0.0013928118,"teacher_disagreement_score":0.6861002,"about_ca_system_score_codex":0.00046046753,"about_ca_system_score_gemma":0.01623211,"threshold_uncertainty_score":0.98934495},"labels":[],"label_agreement":null},{"id":"W4416617709","doi":"10.5256/f1000research.8161.r12522","title":"Referee report. For: Social Network: a Cytoscape app for visualizing co-authorship networks [version 3; referees: 1 approved, 2 approved with reservations]","year":2016,"lang":"en","type":"article","venue":"Faculty of 1000 Research Ltd","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Toronto","keywords":"Social network analysis; The Internet; Visualization; Feature (linguistics); Social network (sociolinguistics)","score_opus":0.26780487690713933,"score_gpt":0.4948136633385432,"score_spread":0.22700878643140388,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416617709","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45420504,0.0006215405,0.111190386,0.3600131,0.004841972,0.041099127,0.0016622191,0.0011616232,0.025205016],"genre_scores_gemma":[0.9019064,0.00033968373,0.02640427,0.00025382705,0.0149492575,0.01550585,0.0029527054,0.00027721783,0.03741082],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9931033,0.0013882846,0.00081172405,0.0007771186,0.002166377,0.0017531578],"domain_scores_gemma":[0.98517036,0.008266071,0.0006207829,0.0005189371,0.004975967,0.00044786342],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.01669553,0.00024538115,0.0005148414,0.00025966423,0.0030211064,0.00012986307,0.000813153,0.0006388099,0.00007558132],"category_scores_gemma":[0.022079462,0.00019311931,0.00018151944,0.0012843827,0.0010915407,0.00045059153,0.00011488525,0.0004957526,0.000016999555],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0047179223,0.00053967774,0.024833478,0.0007614108,0.00022753282,0.0000065452637,0.032342914,0.000041581163,0.0021719795,0.05920453,0.81157273,0.06357972],"study_design_scores_gemma":[0.0016658788,0.00058790494,0.006406593,0.00049955933,0.00003297638,0.0000015581959,0.009854236,0.00020490542,0.00037126424,0.0058823405,0.974104,0.00038880747],"about_ca_topic_score_codex":0.0037824828,"about_ca_topic_score_gemma":0.0065901726,"teacher_disagreement_score":0.44770133,"about_ca_system_score_codex":0.0010001318,"about_ca_system_score_gemma":0.0018837982,"threshold_uncertainty_score":0.9982768},"labels":[],"label_agreement":null},{"id":"W4416660015","doi":"10.2196/70223","title":"Enhancing Recruitment of Adolescents Aged 16-18 Years in a Web-Based Peer Network Study Through Financial Reimbursements: Randomized Controlled Trial","year":2025,"lang":"en","type":"article","venue":"Interactive Journal of Medical Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Incentive; Peer group; Social network (sociolinguistics); Peer effects","score_opus":0.2071842955349985,"score_gpt":0.5667276172734983,"score_spread":0.3595433217384998,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416660015","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96420205,0.00039906157,0.00041644165,0.009346174,0.01095532,0.013225075,9.1156505e-7,0.000006666429,0.00144832],"genre_scores_gemma":[0.9952949,0.00034808659,0.00014108526,0.00026444215,0.002069969,0.0017466574,8.368137e-7,0.000009763974,0.00012423517],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.97272396,0.017329218,0.0021826657,0.00024956293,0.006841569,0.0006730471],"domain_scores_gemma":[0.9559049,0.040554125,0.0009545219,0.00016777893,0.0021239114,0.0002947623],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.07852949,0.00013301389,0.0015022609,0.00062213425,0.00022895398,0.00006021016,0.0007484111,0.00026333946,0.0006982511],"category_scores_gemma":[0.3771923,0.000108385226,0.00034119518,0.0013547296,0.0006000362,0.00021529125,0.000099032506,0.0021531743,0.000004728816],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.93626153,0.0034001803,0.004292188,0.000042402757,0.00022381678,0.00006930198,0.035070956,0.0000071140134,0.000024943789,0.0003728753,0.0051616714,0.015073002],"study_design_scores_gemma":[0.9588672,0.0009967034,0.005469645,0.0049185026,0.00008472592,3.500511e-7,0.023306996,0.00004153241,0.000050406303,0.0020225726,0.0041490127,0.000092379385],"about_ca_topic_score_codex":0.004202677,"about_ca_topic_score_gemma":0.0066078003,"teacher_disagreement_score":0.29866278,"about_ca_system_score_codex":0.0018569754,"about_ca_system_score_gemma":0.0113770645,"threshold_uncertainty_score":0.9942275},"labels":[],"label_agreement":null},{"id":"W4416696311","doi":"10.64628/aam.ppde74xud","title":"Online harassment is silencing Canada’s health experts — institutions need to do more to protect them","year":2025,"lang":"","type":"article","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Harassment; Legislation; Government (linguistics); The Internet; Confidentiality; Public health","score_opus":0.15755769311189463,"score_gpt":0.45722678116881893,"score_spread":0.29966908805692427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416696311","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2882698,0.00036358292,0.0009389652,0.67828447,0.015944516,0.010366948,0.000093500836,0.00008828346,0.0056499736],"genre_scores_gemma":[0.8879422,0.00023926125,0.004264842,0.10084518,0.0015231668,0.0032560695,0.0000134126185,0.000022413604,0.0018934322],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9950191,0.00044147918,0.0010686733,0.00084953866,0.0012549226,0.0013663038],"domain_scores_gemma":[0.9963332,0.00077744026,0.0002355853,0.0005699254,0.0004997335,0.0015841174],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011204359,0.0003607707,0.000573439,0.00029770503,0.00297945,0.00017728192,0.00068995805,0.00021370678,0.0010691148],"category_scores_gemma":[0.003765577,0.00037696422,0.00009314583,0.0033244977,0.00016878502,0.00019458857,0.00019250288,0.000361884,0.00005225687],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000035852026,0.00062851125,0.0054067154,0.00027542235,0.000060285754,0.000002311741,0.5462014,0.00015324826,0.000059103564,0.015448673,0.30299583,0.12873262],"study_design_scores_gemma":[0.00028291414,0.00016677973,0.02150081,0.00093264214,0.000022147982,4.1656935e-7,0.3849289,0.00007742667,0.0003831052,0.00019945196,0.59103227,0.0004731308],"about_ca_topic_score_codex":0.98660415,"about_ca_topic_score_gemma":0.97966224,"teacher_disagreement_score":0.59967244,"about_ca_system_score_codex":0.012799394,"about_ca_system_score_gemma":0.09312723,"threshold_uncertainty_score":0.9998682},"labels":[],"label_agreement":null},{"id":"W4416808729","doi":"10.1177/12034754251391803","title":"The Mohs You Know: Assessing the Quality and Engagement of Social Media Content on Mohs Micrographic Surgery Using a Cross-Platform Analysis","year":2025,"lang":"en","type":"article","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Women's College Hospital; University of Toronto; McGill University; University of British Columbia; McGill University Health Centre","funders":"","keywords":"Social media; Quality (philosophy); MEDLINE; Content analysis; Mohs surgery","score_opus":0.3182116345809801,"score_gpt":0.4855271809672914,"score_spread":0.1673155463863113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416808729","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97139555,0.005641644,0.000028452152,0.018598964,0.0039183153,0.00020064993,0.0000024112226,0.0000071713025,0.00020684395],"genre_scores_gemma":[0.9911485,0.0071943924,0.000023998082,0.00052345253,0.0010756742,0.000007524694,0.0000017450092,0.000006967827,0.000017769944],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961341,0.0011046103,0.0013852532,0.00014987493,0.0008904282,0.00033573652],"domain_scores_gemma":[0.9312001,0.066441916,0.0014028619,0.00013632744,0.0006670964,0.00015170805],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.015121617,0.0001412756,0.00081906817,0.0005629393,0.0016181427,0.00012670858,0.00015141399,0.00012813506,0.000023202467],"category_scores_gemma":[0.0227436,0.00008255919,0.00029976235,0.0012623784,0.0014354979,0.00014765505,0.000026387363,0.00042818097,1.0316291e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002716198,0.00019286115,0.7511654,0.00019099514,0.0011913335,0.00005200063,0.059919253,0.00000833063,0.00031542164,0.0024627573,0.003060516,0.18116951],"study_design_scores_gemma":[0.00044626754,0.00008328917,0.7985563,0.0009022035,0.0017895296,0.000056306326,0.1576526,0.00007546801,0.000091349124,0.0023758565,0.037694838,0.00027597928],"about_ca_topic_score_codex":0.0016002852,"about_ca_topic_score_gemma":0.00056985876,"teacher_disagreement_score":0.18089354,"about_ca_system_score_codex":0.00015577539,"about_ca_system_score_gemma":0.0009965058,"threshold_uncertainty_score":0.9996816},"labels":[],"label_agreement":null},{"id":"W4416865046","doi":"10.1186/s13690-025-01799-7","title":"#notforkids: alcohol, vaping, and cannabis marketing by social media influencers popular with children and adolescents on YouTube, Instagram, and TikTok and policy implications","year":2025,"lang":"en","type":"article","venue":"Archives of Public Health","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo; University of Ottawa","funders":"Health Canada","keywords":"Influencer marketing; Social marketing; Social media marketing; Social media; Social policy; Compliance (psychology); Public health; Fluid ounce (US)","score_opus":0.04932948551816893,"score_gpt":0.37943268354051785,"score_spread":0.3301031980223489,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416865046","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90535486,0.0009017182,0.000023503848,0.092008635,0.000102129554,0.00094601995,0.00007311523,0.00003448906,0.00055556063],"genre_scores_gemma":[0.9942402,0.0032668486,0.00041769329,0.0016994003,0.00020292883,0.00010751164,0.00003451899,0.000012420124,0.000018435887],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979953,0.0005902309,0.00031999557,0.00034927158,0.00022217692,0.0005230285],"domain_scores_gemma":[0.9984393,0.0006715553,0.00022813039,0.000117182724,0.00005298033,0.0004908227],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011767307,0.00013401044,0.00025732783,0.00033355627,0.0010912725,0.000094957024,0.000132548,0.000083272076,0.0000013121725],"category_scores_gemma":[0.002919608,0.00013622339,0.000015263482,0.00047877483,0.0011623407,0.00020455565,0.000076575365,0.0002104696,1.2487992e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017593738,0.00003910978,0.58442247,0.00012900638,0.000016257773,3.454613e-8,0.05327922,3.756943e-8,0.000004225091,0.017032303,0.00049217313,0.34456757],"study_design_scores_gemma":[0.00048591304,0.000050843948,0.98793066,0.00017484956,0.000008251797,7.073842e-7,0.004994164,0.0000024473811,7.5046034e-7,0.0017677293,0.004480817,0.00010289397],"about_ca_topic_score_codex":0.026825467,"about_ca_topic_score_gemma":0.005475709,"teacher_disagreement_score":0.40350816,"about_ca_system_score_codex":0.0001301713,"about_ca_system_score_gemma":0.0019071316,"threshold_uncertainty_score":0.97965497},"labels":[],"label_agreement":null},{"id":"W4416875388","doi":"10.58931/cdt.2025.64151","title":"YouTube as a Source of Patient Information for Soft Tissue Filler","year":2025,"lang":"","type":"article","venue":"Canadian dermatology today.","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Systems, Applications & Products in Data Processing (Canada)","funders":"","keywords":"The Internet; Popularity; Filler (materials); Quality (philosophy); Botulinum toxin; Process (computing); Set (abstract data type)","score_opus":0.019183885288701647,"score_gpt":0.32506589920183626,"score_spread":0.30588201391313463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416875388","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.62622726,0.0046952176,0.0017994965,0.22769131,0.056185946,0.015032047,0.0003004128,0.00013693413,0.06793141],"genre_scores_gemma":[0.9892086,0.00014129678,0.00027420477,0.008147719,0.00022542923,0.001368151,0.0000937146,0.000017340668,0.00052358117],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969971,0.00034935906,0.0010642867,0.00028438936,0.00026488534,0.001039933],"domain_scores_gemma":[0.9956644,0.0019617435,0.0005040908,0.00034577522,0.0007589321,0.00076503976],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000358472,0.00024199813,0.00053567113,0.0007878964,0.0010207897,0.00006065691,0.00044288128,0.0008394943,0.00069796084],"category_scores_gemma":[0.008047893,0.0003052198,0.00011932197,0.0010437305,0.00069226837,0.0004745771,0.000037423386,0.0002693335,0.00022381994],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000074351214,0.00008481306,0.020452289,0.0010967408,0.00015039397,0.0000052632186,0.28137866,0.000041603085,0.000005168995,0.07236922,0.17998774,0.44435373],"study_design_scores_gemma":[0.00041369282,0.00008021553,0.001832914,0.0001386324,0.0000785241,0.000007901473,0.02898662,0.00015104638,0.00035623604,0.0026710154,0.9650489,0.00023430058],"about_ca_topic_score_codex":0.50627655,"about_ca_topic_score_gemma":0.34089726,"teacher_disagreement_score":0.7850612,"about_ca_system_score_codex":0.0010721884,"about_ca_system_score_gemma":0.013250267,"threshold_uncertainty_score":0.99994},"labels":[],"label_agreement":null},{"id":"W4416960729","doi":"10.1109/embc58623.2025.11253134","title":"Scaling Public Health Text Annotation: Zero-Shot Learning vs. Crowdsourcing for Improved Efficiency and Labeling Accuracy","year":2025,"lang":"en","type":"article","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Schwartz/Reisman Emergency Medicine Institute; Public Health Ontario","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Crowdsourcing; Annotation; Social media; Scalability; Domain (mathematical analysis); Public domain; Public health; Citizen science","score_opus":0.12665001521812125,"score_gpt":0.43775132857634313,"score_spread":0.3111013133582219,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416960729","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5970009,0.002771225,0.13275467,0.24594386,0.007892341,0.005848303,0.0000046230534,0.0007120009,0.0070721004],"genre_scores_gemma":[0.98808706,0.00033462548,0.0077328165,0.0023808344,0.00053545955,0.0004316969,0.00001269929,0.000016181466,0.00046862263],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980038,0.00032315552,0.00044192545,0.00035171604,0.00020499877,0.0006744114],"domain_scores_gemma":[0.9927146,0.0063330103,0.00023925229,0.000110811176,0.00035413628,0.0002481885],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0036005802,0.00011715959,0.00022610708,0.00020669478,0.0028937303,0.0003219133,0.00017416,0.00012379307,0.000031974745],"category_scores_gemma":[0.028400324,0.00012694742,0.00004308453,0.00091012864,0.0001564248,0.0003719927,0.00003882648,0.00023365537,0.0000038573635],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025104511,0.0001067716,0.02477077,0.00036680725,0.000020667603,9.977403e-8,0.14155757,0.00010351873,0.00031426974,0.05118774,0.0008915613,0.78065515],"study_design_scores_gemma":[0.00284915,0.00042041583,0.026341993,0.0006114066,0.00005538087,0.0000010887132,0.18224822,0.037111092,0.00030003517,0.007957337,0.7410825,0.0010213848],"about_ca_topic_score_codex":0.0049721184,"about_ca_topic_score_gemma":0.00076965237,"teacher_disagreement_score":0.77963376,"about_ca_system_score_codex":0.00039206716,"about_ca_system_score_gemma":0.002001716,"threshold_uncertainty_score":0.9984044},"labels":[],"label_agreement":null},{"id":"W4417079645","doi":"10.1016/j.phacli.2025.09.480","title":"Évaluation d’une série de baladodiffusion pharmaceutique en pédiatrie","year":2025,"lang":"fr","type":"article","venue":"Le Pharmacien Clinicien","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medical audit; Medical care; Research methodology; Work safety","score_opus":0.2231819032099135,"score_gpt":0.5221984307038661,"score_spread":0.2990165274939526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417079645","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6903098,0.008767435,0.0012780076,0.19653784,0.052025743,0.0028179698,0.000036879213,0.00022865078,0.04799763],"genre_scores_gemma":[0.9470864,0.018137302,0.0016459773,0.011799576,0.006642931,0.00089140545,0.000040656563,0.0000521134,0.013703627],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99230266,0.0036112561,0.0011291455,0.00078807404,0.00084606203,0.0013228225],"domain_scores_gemma":[0.988798,0.009352404,0.0004816879,0.00038746317,0.00040968813,0.0005707344],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.010054395,0.0003501934,0.0004846369,0.0002913278,0.0014976435,0.00014513021,0.0008778274,0.0006233669,0.001177057],"category_scores_gemma":[0.007539663,0.00043906542,0.00027509633,0.0035163772,0.0009730002,0.0006141084,0.00018521851,0.0010684863,0.00048898696],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001268008,0.0013700116,0.056889772,0.0004305161,0.00008977946,0.000013334036,0.09715564,0.00029653116,0.0016730485,0.021853128,0.03574255,0.78435886],"study_design_scores_gemma":[0.0023766106,0.00007917848,0.017053183,0.0002126463,0.0003551781,0.0000033312522,0.006276943,0.01392027,0.003544856,0.010095454,0.9455859,0.0004964387],"about_ca_topic_score_codex":0.014837083,"about_ca_topic_score_gemma":0.0003958727,"teacher_disagreement_score":0.9098434,"about_ca_system_score_codex":0.0014664244,"about_ca_system_score_gemma":0.007913129,"threshold_uncertainty_score":0.9998061},"labels":[],"label_agreement":null},{"id":"W4417102762","doi":"10.1503/cmaj.251227-f","title":"Protégeons les jeunes du Canada contre les risques associés à l’exposition à la publicité sur le jeu","year":2025,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Canadian Nutrition Society; Canadian Paediatric Society; University of Ottawa","funders":"","keywords":"MEDLINE","score_opus":0.02015006763291714,"score_gpt":0.29701307808220057,"score_spread":0.2768630104492834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417102762","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31988943,0.0006965421,0.00007091986,0.638029,0.007882423,0.00083969557,0.000056433913,0.00008168501,0.03245389],"genre_scores_gemma":[0.9859092,0.00058027584,0.0000636658,0.0080292765,0.0039993282,0.00022927114,0.000028603601,0.000018250079,0.0011420953],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.994927,0.0016864253,0.00059022405,0.00021225658,0.0017720829,0.00081203115],"domain_scores_gemma":[0.9926268,0.003745335,0.0003997955,0.0000980126,0.0014496463,0.0016804329],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0046758866,0.00015415657,0.00029356015,0.00026432902,0.002498162,0.00036058764,0.00042819045,0.0007853379,0.0011416716],"category_scores_gemma":[0.04818739,0.00016942115,0.000097271484,0.00071199867,0.00016363533,0.0003404937,0.000017337,0.0011476333,0.000010109114],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000004465054,0.000056502195,0.4133813,0.000018898683,0.00008341809,0.00005179411,0.004904875,0.0000017353701,0.000002220701,0.018251719,0.47537717,0.08786589],"study_design_scores_gemma":[0.00046186894,0.000011013819,0.1057145,0.00010144659,0.000024230663,0.000008058384,0.010745358,0.000034504144,0.000008807428,0.0008608626,0.8818742,0.00015516917],"about_ca_topic_score_codex":0.98905003,"about_ca_topic_score_gemma":0.9987071,"teacher_disagreement_score":0.6660198,"about_ca_system_score_codex":0.007418913,"about_ca_system_score_gemma":0.0785095,"threshold_uncertainty_score":0.9997714},"labels":[],"label_agreement":null},{"id":"W4417181859","doi":"10.3389/frph.2025.1710214","title":"Side effects and cessation of the oral contraceptive pill on TikTok: a content analysis","year":2025,"lang":"en","type":"article","venue":"Frontiers in Reproductive Health","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pill; Content analysis; Focus group; Narrative; Alternative medicine; Focus (optics); Family planning; Quarter (Canadian coin)","score_opus":0.07222345199218932,"score_gpt":0.3953665492927221,"score_spread":0.32314309730053276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417181859","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93368936,0.0025012544,0.0013365113,0.04741002,0.009366734,0.003926956,0.000008194942,0.0000277568,0.0017332032],"genre_scores_gemma":[0.9971918,0.00042013894,0.0010649178,0.0006785008,0.00017733376,0.00029699196,0.0000028501718,0.000005064292,0.00016241944],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99703807,0.0014550663,0.0004985306,0.00042776324,0.0002988216,0.00028172598],"domain_scores_gemma":[0.9979829,0.000775326,0.0006473893,0.00030540387,0.00021404828,0.0000749197],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003142446,0.000092869945,0.00044205968,0.0003283461,0.0003608039,0.000012570091,0.00013629715,0.00008327102,0.0000019378776],"category_scores_gemma":[0.01368242,0.00007747095,0.00006724017,0.0019448472,0.00048211217,0.00009077919,0.000022919867,0.00021831924,4.0494427e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000094140785,0.00013538773,0.8716927,0.00012899873,0.00012575826,1.6683475e-7,0.055612013,0.00003235342,0.000010492438,0.009077291,0.001747944,0.061342727],"study_design_scores_gemma":[0.00030420235,0.00007462999,0.9760929,0.00010106754,0.000059401587,2.4280208e-8,0.017357035,0.00003199265,0.00015129431,0.0039071376,0.0018620375,0.00005827829],"about_ca_topic_score_codex":0.022445261,"about_ca_topic_score_gemma":0.0051273573,"teacher_disagreement_score":0.10440017,"about_ca_system_score_codex":0.00096110255,"about_ca_system_score_gemma":0.00088728,"threshold_uncertainty_score":0.99462575},"labels":[],"label_agreement":null},{"id":"W4417332137","doi":"10.3390/curroncol32120704","title":"DonnaRosa Project: Exploring Informal Communication Practices Among Breast Cancer Specialists","year":2025,"lang":"en","type":"article","venue":"Current Oncology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Focus group; Online community; Qualitative research; Health professionals; Interpretation (philosophy); Health care; Community of practice; Social media; Breast cancer","score_opus":0.5179315310709378,"score_gpt":0.5813326173127661,"score_spread":0.06340108624182828,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417332137","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91133386,0.0019576491,0.000015135218,0.023002027,0.030267637,0.0017901144,0.000012478418,0.00014867773,0.03147245],"genre_scores_gemma":[0.9718196,0.016331559,0.00024572396,0.00024289788,0.004279666,0.0068523656,0.000034939894,0.000012546125,0.00018070031],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998229,0.000628503,0.00034028743,0.00018359402,0.00024406247,0.0003745123],"domain_scores_gemma":[0.997278,0.0015068274,0.000579318,0.00022142893,0.0003202619,0.00009417297],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00116181,0.00009590112,0.00018693574,0.00017842672,0.00079464377,0.00007068976,0.00039280095,0.00014929779,0.00013398346],"category_scores_gemma":[0.0031813853,0.000104969855,0.00003889699,0.00072389253,0.0004636947,0.0009064553,0.00009813657,0.0003902141,0.000019849118],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030145236,0.00017065185,0.42437106,0.000067715504,0.000010660534,2.7144057e-7,0.06652352,9.597395e-7,0.0000018752625,0.012626289,0.0047534793,0.49144337],"study_design_scores_gemma":[0.00016758664,0.00001109417,0.33186516,0.00009522295,0.00001961829,2.8208848e-7,0.01187029,0.000011072402,0.0000050270373,0.00017458964,0.65570897,0.00007109483],"about_ca_topic_score_codex":0.023820829,"about_ca_topic_score_gemma":0.04090044,"teacher_disagreement_score":0.6509555,"about_ca_system_score_codex":0.0011151906,"about_ca_system_score_gemma":0.0031426917,"threshold_uncertainty_score":0.9826796},"labels":[],"label_agreement":null},{"id":"W4417357291","doi":"10.1177/01461672251390020","title":"Who Signs Up for Singlehood and Romantic Relationship Studies? Examining Volunteer Bias in Online Recruitment","year":2025,"lang":"en","type":"article","venue":"Personality and Social Psychology Bulletin","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Feeling; Volunteer; Romance; Context (archaeology); Impression formation; Volunteer work","score_opus":0.6366709729271356,"score_gpt":0.5408516805104263,"score_spread":0.09581929241670928,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417357291","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84302604,0.0016755961,0.000058995847,0.15119788,0.0019264246,0.0012909862,0.00001409486,0.000031141994,0.0007788399],"genre_scores_gemma":[0.99277985,0.00054556376,0.00063175074,0.0038968318,0.0006625433,0.00072756415,0.000017813585,0.000009801603,0.00072829606],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978927,0.0008829342,0.00034342843,0.0003790389,0.00014835269,0.00035355097],"domain_scores_gemma":[0.9949783,0.0046316944,0.000126725,0.0000729095,0.00012699264,0.00006338252],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027493795,0.000119280274,0.00032363329,0.000120876306,0.0010924814,0.000033524528,0.000090089125,0.0002909334,0.000039959945],"category_scores_gemma":[0.0059030163,0.0001374777,0.000038203667,0.00027836382,0.0006959838,0.00004244226,0.00002774207,0.0002659567,0.0000030779652],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012937901,0.00026291763,0.567906,0.00021167695,0.00006948806,9.4806137e-7,0.35880843,1.6656722e-7,0.000009683068,0.03938468,0.010232297,0.02298429],"study_design_scores_gemma":[0.00095361075,0.000090618836,0.7867216,0.0000914114,0.00004233334,3.3824423e-7,0.074792266,0.0000031697477,4.42214e-7,0.0114492765,0.12571181,0.00014314974],"about_ca_topic_score_codex":0.0012340028,"about_ca_topic_score_gemma":0.0035063368,"teacher_disagreement_score":0.28401616,"about_ca_system_score_codex":0.00020222786,"about_ca_system_score_gemma":0.00016400023,"threshold_uncertainty_score":0.84025943},"labels":[],"label_agreement":null},{"id":"W66861886","doi":"10.1093/pch/15.suppl_a.67aa","title":"Web 2.0 At Work: Building Healthy Hospital Policy","year":2010,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social media; Health care; Focus group; Public relations; Agency (philosophy); Work (physics); Medical education; Psychology; Business; Medicine; Sociology; Political science; Marketing; Engineering","score_opus":0.030964313033693302,"score_gpt":0.3776720988226592,"score_spread":0.3467077857889659,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W66861886","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.61156267,0.0017601236,0.00001838551,0.3544359,0.022772996,0.0020782647,0.00001736983,0.00033338502,0.007020952],"genre_scores_gemma":[0.95142317,0.0062451996,0.003302926,0.008168367,0.030326,0.00033947168,0.000024097233,0.000060602604,0.00011014935],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99561566,0.0004717393,0.00069726456,0.0005499816,0.0009586281,0.0017067541],"domain_scores_gemma":[0.99536085,0.0018161628,0.0005827258,0.00043818072,0.00020788099,0.0015941821],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0034120455,0.00023555347,0.00038623915,0.00047515696,0.0027722018,0.00008976199,0.00053354877,0.00038673336,0.00015713568],"category_scores_gemma":[0.008242067,0.00026827198,0.0001286881,0.0027036192,0.00041193765,0.00022930527,0.00011802049,0.0011933044,0.0002756975],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035225086,0.0003886953,0.67302066,0.00016383725,0.000010648379,0.0000019679508,0.06406576,0.0000019540564,0.000003348188,0.1260222,0.038671758,0.097613946],"study_design_scores_gemma":[0.0005976948,0.00017765489,0.20661193,0.000029420733,0.000010673002,0.0000018276742,0.0016576035,0.000006112486,0.0000021920378,0.0017126877,0.78878284,0.00040938146],"about_ca_topic_score_codex":0.029266557,"about_ca_topic_score_gemma":0.01482322,"teacher_disagreement_score":0.75011104,"about_ca_system_score_codex":0.0019704245,"about_ca_system_score_gemma":0.007467369,"threshold_uncertainty_score":0.99997693},"labels":[],"label_agreement":null},{"id":"W6885427311","doi":"10.1371/journal.pdig.0000630.s001","title":"Data Coverage on Brandwatch.","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social media; Quality (philosophy); Food quality; Food marketing; Food supply; Food products; Soft drink; Media coverage","score_opus":0.4131969626695675,"score_gpt":0.48415002428444937,"score_spread":0.07095306161488185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6885427311","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0031676888,0.0029344165,0.0000023364914,0.02774963,0.015209801,0.0022626328,0.7383679,0.0011306198,0.20917498],"genre_scores_gemma":[0.66440827,0.00017193682,0.00006227133,0.0023354753,0.014153188,0.0016172263,0.3147742,0.00005707322,0.002420365],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99916863,0.00008230755,0.00008113538,0.00020900849,0.00027187503,0.00018702706],"domain_scores_gemma":[0.9976931,0.0018941511,0.000018013077,0.00026185848,0.000032263433,0.00010057006],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00017336053,0.000047692858,0.000053960783,0.000035374916,0.00021604692,0.00014172787,0.00036370463,0.00007627778,0.18073648],"category_scores_gemma":[0.009893186,0.000048020407,0.000017256789,0.00027309908,0.0000089683635,0.00024540978,0.000048799,0.0001357553,0.012921881],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000011758792,0.000008771519,0.000020593749,0.00006888759,0.0000026033933,0.000004240295,0.0054858997,3.3442677e-7,4.022217e-7,0.0007248736,0.9354071,0.058275126],"study_design_scores_gemma":[0.000023414535,0.000007889981,0.0011864617,0.0006035084,0.00000190715,1.2942726e-7,0.00023752391,0.0000339632,0.000004563713,0.00028034003,0.99756485,0.00005544321],"about_ca_topic_score_codex":0.00036965715,"about_ca_topic_score_gemma":0.00043111594,"teacher_disagreement_score":0.6612406,"about_ca_system_score_codex":0.00011532546,"about_ca_system_score_gemma":0.00056980416,"threshold_uncertainty_score":0.9984469},"labels":[],"label_agreement":null},{"id":"W6889125146","doi":"10.25384/sage.24531274","title":"online supplementary file 1 - Supplemental material for Broadband Internet Access in First Nation Reserve Communities and Maldistribution of Canadian Dermatologists: An Ecologic Study","year":2023,"lang":"en","type":"article","venue":"Sage Journals Data","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"The Internet; Internet access; Broadband; First nation; Internet research","score_opus":0.3916395075106235,"score_gpt":0.4770885266832734,"score_spread":0.08544901917264991,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6889125146","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8686692,0.00007705134,0.0000028828874,0.0065007494,0.00090156123,0.0014491347,0.12237964,0.0000124913595,0.0000072506036],"genre_scores_gemma":[0.9281486,0.0013380453,0.00013554763,0.000067419074,0.00028432204,0.00026486808,0.069749616,0.0000070971687,0.0000044700537],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982721,0.00056948577,0.00044883255,0.00015109438,0.00022319908,0.0003352497],"domain_scores_gemma":[0.99830496,0.0010094693,0.00020816579,0.00024080054,0.00008987134,0.00014670608],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0023447063,0.00007946429,0.00017697118,0.0004571898,0.00045412747,0.00016564476,0.0007951038,0.000076094126,0.010435691],"category_scores_gemma":[0.0011953978,0.00008519145,0.00001149324,0.00056379254,0.00013099924,0.0008207672,0.00025736247,0.00012835549,0.0000010510278],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046201083,0.00030424792,0.9056038,0.000059448954,0.000019823945,0.000007334308,0.025378002,0.0000019156937,0.0000053786935,0.000014371965,0.06590645,0.0026530067],"study_design_scores_gemma":[0.0008859794,0.00021130485,0.7787507,0.00015961468,0.000022091843,0.0000021183334,0.1912776,0.00026707514,0.000039423227,0.0003882345,0.02787513,0.000120723584],"about_ca_topic_score_codex":0.9139156,"about_ca_topic_score_gemma":0.9965148,"teacher_disagreement_score":0.16589959,"about_ca_system_score_codex":0.00034511433,"about_ca_system_score_gemma":0.00039690424,"threshold_uncertainty_score":0.9904689},"labels":[],"label_agreement":null},{"id":"W6901953980","doi":"10.6084/m9.figshare.12788670","title":"Additional file 1 of Recruitment and retention of mothers of preschoolers and school-aged children in a social media-delivered healthy eating intervention: lessons learned from a randomized controlled trial","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Randomized controlled trial; Healthy eating; Healthy food; Physical activity; Healthy aging","score_opus":0.24848174367311868,"score_gpt":0.39432933707770573,"score_spread":0.14584759340458706,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6901953980","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17723414,0.00029608147,3.5453914e-7,0.0019654157,0.00013109612,0.0070466017,0.8131036,0.00001881255,0.0002038919],"genre_scores_gemma":[0.6275291,0.00009617813,0.0006779767,0.0001053653,0.0012965868,0.020355597,0.34989694,0.000024050796,0.000018244564],"study_design_codex":"not_applicable","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99720687,0.0013534816,0.0007302819,0.00020604918,0.0003614279,0.00014191364],"domain_scores_gemma":[0.98672456,0.011968143,0.0009785434,0.000051096355,0.00014659709,0.0001310385],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00048955507,0.000091253925,0.00076138176,0.00008040299,0.00012246368,0.000014358503,0.00009537376,0.00014004273,0.58817536],"category_scores_gemma":[0.08799979,0.00009368614,0.00016832307,0.00022429838,0.00009678547,0.000118332435,0.00003400416,0.00016278795,0.0000065516],"study_design_candidate":"randomized_trial","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.37472197,0.00026023007,0.00026868706,0.00036973302,0.00026177426,5.2536274e-7,0.065200485,0.000002658844,0.000025520287,0.000034836798,0.5496891,0.009164467],"study_design_scores_gemma":[0.91703635,0.0003422413,0.060663007,0.004630614,0.0000926754,1.0727769e-7,0.013990425,0.00022237848,0.000012198721,0.0009833944,0.0018113824,0.00021520951],"about_ca_topic_score_codex":0.001047827,"about_ca_topic_score_gemma":0.00042500006,"teacher_disagreement_score":0.5881688,"about_ca_system_score_codex":0.00007462759,"about_ca_system_score_gemma":0.00042929832,"threshold_uncertainty_score":0.9196824},"labels":[],"label_agreement":null},{"id":"W6902025250","doi":"10.6084/m9.figshare.20356527","title":"Additional file 1 of Nursing students’ use of social media in their learning: a case study of a Canadian School of Nursing","year":2022,"lang":"en","type":"article","venue":"Open MIND","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Social media; Qualitative research; Nurse education; MEDLINE; Nursing research","score_opus":0.29505292123653476,"score_gpt":0.46235014672416364,"score_spread":0.16729722548762888,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902025250","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9785224,0.000006917646,3.8153114e-8,0.00014850314,0.0003398158,0.001153213,0.01795165,6.500106e-7,0.0018768166],"genre_scores_gemma":[0.99826753,9.55108e-7,0.00036131762,0.0000041222343,0.00010279184,0.00042116278,0.0007657843,0.0000084869625,0.000067833964],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9977158,0.0008602318,0.00045080064,0.00016038613,0.00059510086,0.00021772108],"domain_scores_gemma":[0.9949763,0.0041312757,0.00047889113,0.00009178502,0.00018318061,0.00013859615],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00073676254,0.000066851135,0.00027534846,0.00043696535,0.00039958832,0.00002042767,0.00036554577,0.00005046523,0.31357715],"category_scores_gemma":[0.006054646,0.00008194425,0.000035993282,0.0012453248,0.00026388615,0.00017187305,0.000049752325,0.00023042994,0.0000032596847],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040924246,0.001856069,0.015818749,0.0000061122805,0.000020249252,0.000020208945,0.90542847,0.000021550024,0.000010013355,0.000013102036,0.044189587,0.03257497],"study_design_scores_gemma":[0.00035453128,0.00015953748,0.084517814,0.0001978003,0.00001814189,0.000004194103,0.89409757,0.000007568772,0.000012159539,0.000038254555,0.020519795,0.00007261281],"about_ca_topic_score_codex":0.324905,"about_ca_topic_score_gemma":0.5133427,"teacher_disagreement_score":0.31357387,"about_ca_system_score_codex":0.000754988,"about_ca_system_score_gemma":0.0033305516,"threshold_uncertainty_score":0.7248414},"labels":[],"label_agreement":null},{"id":"W6902137575","doi":"10.6084/m9.figshare.12788670.v1","title":"Additional file 1 of Recruitment and retention of mothers of preschoolers and school-aged children in a social media-delivered healthy eating intervention: lessons learned from a randomized controlled trial","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Randomized controlled trial; Healthy eating; Healthy food; Physical activity; Healthy aging","score_opus":0.24848174367311868,"score_gpt":0.39432933707770573,"score_spread":0.14584759340458706,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902137575","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17723414,0.00029608147,3.5453914e-7,0.0019654157,0.00013109612,0.0070466017,0.8131036,0.00001881255,0.0002038919],"genre_scores_gemma":[0.6275291,0.00009617813,0.0006779767,0.0001053653,0.0012965868,0.020355597,0.34989694,0.000024050796,0.000018244564],"study_design_codex":"not_applicable","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99720687,0.0013534816,0.0007302819,0.00020604918,0.0003614279,0.00014191364],"domain_scores_gemma":[0.98672456,0.011968143,0.0009785434,0.000051096355,0.00014659709,0.0001310385],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00048955507,0.000091253925,0.00076138176,0.00008040299,0.00012246368,0.000014358503,0.00009537376,0.00014004273,0.58817536],"category_scores_gemma":[0.08799979,0.00009368614,0.00016832307,0.00022429838,0.00009678547,0.000118332435,0.00003400416,0.00016278795,0.0000065516],"study_design_candidate":"randomized_trial","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.37472197,0.00026023007,0.00026868706,0.00036973302,0.00026177426,5.2536274e-7,0.065200485,0.000002658844,0.000025520287,0.000034836798,0.5496891,0.009164467],"study_design_scores_gemma":[0.91703635,0.0003422413,0.060663007,0.004630614,0.0000926754,1.0727769e-7,0.013990425,0.00022237848,0.000012198721,0.0009833944,0.0018113824,0.00021520951],"about_ca_topic_score_codex":0.001047827,"about_ca_topic_score_gemma":0.00042500006,"teacher_disagreement_score":0.5881688,"about_ca_system_score_codex":0.00007462759,"about_ca_system_score_gemma":0.00042929832,"threshold_uncertainty_score":0.9196824},"labels":[],"label_agreement":null},{"id":"W6902187837","doi":"10.6084/m9.figshare.16584383.v1","title":"Additional file 3 of Physical distancing messages targeting youth on the social media accounts of Canadian public health entities and the use of behavioral change techniques","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Social media; Social distance; Table (database); Public health; Distancing; Health communication; Behavior change","score_opus":0.44722003494200524,"score_gpt":0.3896836994472921,"score_spread":0.05753633549471315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902187837","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010139149,0.00005999368,1.1788915e-8,0.0038766037,0.000086247455,0.00041253486,0.9851681,0.000011170043,0.000246191],"genre_scores_gemma":[0.6745449,0.000019538358,0.00007563282,0.00029497631,0.0010353599,0.001990595,0.32201353,0.0000115301755,0.0000139679105],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987476,0.00036521992,0.00018494154,0.00009832926,0.00038881472,0.00021508081],"domain_scores_gemma":[0.9916869,0.0074880947,0.00030421716,0.00007552843,0.0003628236,0.00008246575],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021497562,0.000061486666,0.00017342082,0.00007967499,0.00050017703,0.000037253176,0.00013152095,0.000060367776,0.313724],"category_scores_gemma":[0.01743226,0.00004637816,0.000053229483,0.0004279513,0.00018912976,0.00017080505,0.000031731615,0.00012466773,0.0000031985899],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000021177327,0.00003124268,0.000053236796,0.000060525854,0.000004542354,1.8635512e-7,0.23027465,8.2412726e-9,5.6236337e-7,0.001098059,0.76495904,0.0035158594],"study_design_scores_gemma":[0.0001167538,0.00003424784,0.024779737,0.0019838102,0.000012200981,1.3159288e-7,0.2069552,0.0000047331782,0.00012947734,0.00020952588,0.76563853,0.00013566036],"about_ca_topic_score_codex":0.056740828,"about_ca_topic_score_gemma":0.20932405,"teacher_disagreement_score":0.6644057,"about_ca_system_score_codex":0.0001377486,"about_ca_system_score_gemma":0.0016972139,"threshold_uncertainty_score":0.9908443},"labels":[],"label_agreement":null},{"id":"W6902200157","doi":"10.6084/m9.figshare.19808957.v1","title":"Additional file 1 of Piloting ‘Virtual Ward’: a novel platform for delivering medical student education by residents","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; McMaster University","funders":"","keywords":"MEDLINE; Data collection; Confidentiality; File format","score_opus":0.1250315969002123,"score_gpt":0.41291053822506846,"score_spread":0.28787894132485614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902200157","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001370452,0.000033939083,0.0000011161078,0.00038205675,0.00072599266,0.00082895916,0.9956625,0.000034473793,0.0009605055],"genre_scores_gemma":[0.010256825,0.0000016479806,0.0003698546,0.0003267074,0.0010082457,0.028650614,0.95903504,0.000015737818,0.0003353111],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998248,0.000053667296,0.00024767005,0.00016951421,0.0010496213,0.0002315602],"domain_scores_gemma":[0.9917091,0.0075874794,0.00023742531,0.00007783944,0.0002195351,0.0001685788],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020876508,0.00006394155,0.000102045306,0.000059474587,0.0007683416,0.000020261166,0.00032805925,0.00006649133,0.98100334],"category_scores_gemma":[0.043052066,0.00008129383,0.000048172817,0.00023128526,0.000019181993,0.00014216705,0.0001132054,0.00015906781,0.00010540131],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005481145,0.00015909277,0.000017347329,0.000033811357,0.0000054472225,9.517101e-8,0.00526112,0.0000018765558,0.0000014824471,0.00006921667,0.9803759,0.014069163],"study_design_scores_gemma":[0.00012133463,0.000069144786,0.00331025,0.000499209,0.0000027191581,5.484154e-7,0.0105995685,0.000048150687,0.0000047717003,0.000038695107,0.98522276,0.00008283979],"about_ca_topic_score_codex":0.000752005,"about_ca_topic_score_gemma":0.00026534958,"teacher_disagreement_score":0.98089796,"about_ca_system_score_codex":0.00050786673,"about_ca_system_score_gemma":0.003082052,"threshold_uncertainty_score":0.96500874},"labels":[],"label_agreement":null},{"id":"W6902210573","doi":"10.6084/m9.figshare.14741249.v1","title":"Additional file 2 of Social media attention and citations of published outputs from re-use of clinical trial data: a matched comparison with articles published in the same journals","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Clinical trial; Social media; MEDLINE; Bibliometrics","score_opus":0.5229329250223573,"score_gpt":0.48077152733369516,"score_spread":0.04216139768866217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902210573","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10178273,0.000041891988,4.328838e-7,0.0034672546,0.00028893512,0.0004892112,0.89378864,0.0000083102295,0.00013258889],"genre_scores_gemma":[0.20733888,0.0000056851372,0.0015259661,0.000091134025,0.0012055367,0.00064519147,0.789167,0.000008554635,0.000012068876],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99679756,0.0010870765,0.0009613748,0.00023527167,0.00075927196,0.00015944094],"domain_scores_gemma":[0.945071,0.051960573,0.0013952849,0.0003290315,0.0011362347,0.00010789042],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000893355,0.00007061352,0.0003911708,0.000087293556,0.00013551704,0.00015791404,0.00032640973,0.00016553338,0.7002252],"category_scores_gemma":[0.23969017,0.000059014877,0.000061448496,0.00077989115,0.00013381847,0.0009960545,0.000071910166,0.00025705577,0.000009489781],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023997822,0.00029654754,0.0021154468,0.000029780389,0.000022797178,7.494657e-7,0.01880184,2.3133126e-7,0.0000022920872,0.000043243148,0.9764295,0.0020175593],"study_design_scores_gemma":[0.0032757712,0.00006425814,0.8733665,0.000999615,0.00003578394,2.4133624e-7,0.036839515,0.00005176511,0.0000076080382,0.00073779194,0.084522866,0.00009832842],"about_ca_topic_score_codex":0.00061869243,"about_ca_topic_score_gemma":0.013401603,"teacher_disagreement_score":0.8919067,"about_ca_system_score_codex":0.000029569532,"about_ca_system_score_gemma":0.0013808735,"threshold_uncertainty_score":0.7667143},"labels":[],"label_agreement":null},{"id":"W6902226900","doi":"10.6084/m9.figshare.27605127.v1","title":"Social media and amblyopia: evaluating content and intent on Instagram","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social media; Quarter (Canadian coin); Quality (philosophy); Health care; Resource (disambiguation); Health professionals","score_opus":0.5970323846786003,"score_gpt":0.5046246317496451,"score_spread":0.0924077529289552,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902226900","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9105199,0.007181845,5.187869e-7,0.03845896,0.008439745,0.0035584832,0.018425476,0.00070591737,0.012709154],"genre_scores_gemma":[0.9943159,0.000057850695,0.000036620382,0.00032735665,0.0023192125,0.0009220112,0.0019453091,0.00001506352,0.00006066351],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989639,0.00014264407,0.00013545268,0.0002055277,0.00033478183,0.0002176764],"domain_scores_gemma":[0.99722916,0.0024421162,0.00004087528,0.000043891214,0.000110865054,0.00013312088],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00030379277,0.00007613252,0.00010148411,0.000058860427,0.00041018447,0.00015887801,0.0000663525,0.00010988216,0.006116484],"category_scores_gemma":[0.016223596,0.00007350876,0.00002299044,0.00017920353,0.000046352445,0.00011703417,0.000037344158,0.00018617863,0.00020150984],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012377593,0.000029950086,0.00058866246,0.00041302695,0.000017887802,0.000006427615,0.2315628,1.1488143e-7,0.00002011883,0.010921428,0.09861374,0.6578135],"study_design_scores_gemma":[0.00060705165,0.00028888966,0.18464144,0.0055639143,0.00005012867,0.0000029868672,0.057815906,0.00042288832,0.0000733371,0.0048474465,0.7450763,0.00060970517],"about_ca_topic_score_codex":0.0002689994,"about_ca_topic_score_gemma":0.00065822905,"teacher_disagreement_score":0.6572038,"about_ca_system_score_codex":0.00016810595,"about_ca_system_score_gemma":0.00028816762,"threshold_uncertainty_score":0.99479204},"labels":[],"label_agreement":null},{"id":"W6902356677","doi":"10.6084/m9.figshare.14741249","title":"Additional file 2 of Social media attention and citations of published outputs from re-use of clinical trial data: a matched comparison with articles published in the same journals","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Clinical trial; Social media; MEDLINE; Bibliometrics","score_opus":0.5229329250223573,"score_gpt":0.48077152733369516,"score_spread":0.04216139768866217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902356677","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10178273,0.000041891988,4.328838e-7,0.0034672546,0.00028893512,0.0004892112,0.89378864,0.0000083102295,0.00013258889],"genre_scores_gemma":[0.20733888,0.0000056851372,0.0015259661,0.000091134025,0.0012055367,0.00064519147,0.789167,0.000008554635,0.000012068876],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99679756,0.0010870765,0.0009613748,0.00023527167,0.00075927196,0.00015944094],"domain_scores_gemma":[0.945071,0.051960573,0.0013952849,0.0003290315,0.0011362347,0.00010789042],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000893355,0.00007061352,0.0003911708,0.000087293556,0.00013551704,0.00015791404,0.00032640973,0.00016553338,0.7002252],"category_scores_gemma":[0.23969017,0.000059014877,0.000061448496,0.00077989115,0.00013381847,0.0009960545,0.000071910166,0.00025705577,0.000009489781],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023997822,0.00029654754,0.0021154468,0.000029780389,0.000022797178,7.494657e-7,0.01880184,2.3133126e-7,0.0000022920872,0.000043243148,0.9764295,0.0020175593],"study_design_scores_gemma":[0.0032757712,0.00006425814,0.8733665,0.000999615,0.00003578394,2.4133624e-7,0.036839515,0.00005176511,0.0000076080382,0.00073779194,0.084522866,0.00009832842],"about_ca_topic_score_codex":0.00061869243,"about_ca_topic_score_gemma":0.013401603,"teacher_disagreement_score":0.8919067,"about_ca_system_score_codex":0.000029569532,"about_ca_system_score_gemma":0.0013808735,"threshold_uncertainty_score":0.7667143},"labels":[],"label_agreement":null},{"id":"W6903658179","doi":"10.13140/2.1.1214.3682","title":"SOCIAL MEDIA, RECRUITMENT AND PATIENT EDUCATION IN NORTHERN ONTARIO","year":2013,"lang":"en","type":"article","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Patient care; Patient education; MEDLINE; Ethnic group; Data collection","score_opus":0.1447057810050279,"score_gpt":0.39835415878786323,"score_spread":0.25364837778283533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6903658179","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96737915,0.00006703627,5.9052996e-7,0.010692063,0.002146565,0.0017304664,1.2304304e-7,0.000023314135,0.01796069],"genre_scores_gemma":[0.99640644,0.00002167819,0.000266386,0.00038142176,0.00045400654,0.0022213536,0.0000040328014,0.0000054058182,0.00023930857],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9991129,0.00013581329,0.0001762372,0.00013548681,0.000225507,0.0002140561],"domain_scores_gemma":[0.99923915,0.00042170536,0.000060654173,0.000049766175,0.000106785315,0.00012192745],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019966844,0.00005509795,0.00008263029,0.00006193969,0.000233788,0.000041625262,0.000058079877,0.00008559091,0.0005766732],"category_scores_gemma":[0.00051853113,0.00005605875,0.000012882516,0.00014381623,0.00009182713,0.00017716589,0.000013175153,0.000096101874,0.00010058058],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[7.991929e-7,0.000060919334,0.33039173,0.0000018175381,7.0563266e-7,3.078907e-8,0.27647695,2.4365661e-8,0.0000012355812,0.0015774656,0.0009182556,0.39057007],"study_design_scores_gemma":[0.000060399612,0.000013179285,0.86198866,0.000008270353,0.0000019509048,6.447594e-8,0.05785753,3.131236e-7,0.0000055076916,0.0060498524,0.073937036,0.00007726123],"about_ca_topic_score_codex":0.68073046,"about_ca_topic_score_gemma":0.9885671,"teacher_disagreement_score":0.5315969,"about_ca_system_score_codex":0.0010646968,"about_ca_system_score_gemma":0.0022022955,"threshold_uncertainty_score":0.6314167},"labels":[],"label_agreement":null},{"id":"W6920450675","doi":"10.6084/m9.figshare.19221139","title":"Additional file 1 of Using Facebook to promote the uptake of colorectal cancer screening","year":2022,"lang":"en","type":"article","venue":"Open MIND","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cancer Care Ontario; Sunnybrook Health Science Centre; Toronto Metropolitan University; University of Toronto","funders":"","keywords":"Colorectal cancer screening; Focus (optics); Colorectal cancer; Focus group; Social media","score_opus":0.20880280623029693,"score_gpt":0.43933717899540803,"score_spread":0.2305343727651111,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920450675","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77058625,0.000020901965,0.000003781764,0.0019869967,0.0010286729,0.0046761753,0.20629974,0.000001856944,0.015395606],"genre_scores_gemma":[0.5163998,0.000013663309,0.37235352,0.00094617734,0.0035537486,0.078990206,0.015695674,0.0001090355,0.011938168],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991292,0.0001331163,0.00016699427,0.00010331576,0.0003351104,0.000132262],"domain_scores_gemma":[0.99854255,0.0010898717,0.00016917361,0.00005891069,0.00008813964,0.000051380543],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00048382074,0.00003460403,0.000088326786,0.000026860565,0.0005772234,0.000017392838,0.00033527776,0.00001759141,0.8976674],"category_scores_gemma":[0.0015901842,0.000033285134,0.000022382763,0.00032118976,0.000101732105,0.000068078465,0.00012846995,0.00007917523,0.00002043338],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047983176,0.000064699416,0.0002630753,0.0000048089278,0.00001925955,4.914113e-7,0.0974367,0.00019567032,0.0003103845,0.000037698377,0.48476067,0.41685855],"study_design_scores_gemma":[0.000038787286,0.000027671475,0.0032747712,0.00003685938,0.000004914784,2.2799816e-7,0.014184183,0.00006521173,0.00017308854,0.000018021656,0.98213977,0.000036475183],"about_ca_topic_score_codex":0.005709198,"about_ca_topic_score_gemma":0.0021962188,"teacher_disagreement_score":0.89764696,"about_ca_system_score_codex":0.00015110394,"about_ca_system_score_gemma":0.0014937129,"threshold_uncertainty_score":0.86306375},"labels":[],"label_agreement":null},{"id":"W6920760286","doi":"10.6084/m9.figshare.19682254.v1","title":"Additional file 1 of A survey of multidisciplinary healthcare providers utilizing the KNOWintegrativeoncology.org educational platform","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; Canadian College of Naturopathic Medicine","funders":"","keywords":"Multidisciplinary approach; Health care; Table (database); Key (lock); Qualitative research; Health professionals; Open source; Digital health","score_opus":0.3175641009611443,"score_gpt":0.43887229540879996,"score_spread":0.12130819444765567,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920760286","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012524205,0.00010138953,9.427449e-9,0.0039235353,0.00049775146,0.0009587973,0.99016356,0.000015056301,0.0030874577],"genre_scores_gemma":[0.12144652,0.0000015587104,0.00011399605,0.000110987006,0.0003306529,0.015004654,0.8627189,0.000010293746,0.00026242543],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981129,0.0006615502,0.0003058047,0.00016498713,0.0005313605,0.00022335743],"domain_scores_gemma":[0.96507114,0.033663966,0.00044087824,0.00013872088,0.00059965893,0.00008561624],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003810725,0.00007591394,0.0001512711,0.000074496376,0.0010700485,0.000006780504,0.00035918635,0.00006758009,0.9786733],"category_scores_gemma":[0.04794388,0.00006942863,0.000061842016,0.0006794364,0.00011161661,0.00012924215,0.000121690326,0.000298451,0.0001087885],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014965818,0.00008770456,0.0013334765,0.00005537609,0.000007080942,1.5183983e-7,0.018026024,0.0000022524682,3.6434764e-7,0.00016800773,0.97868824,0.0016163279],"study_design_scores_gemma":[0.00004886645,0.00007014363,0.39078078,0.0002502531,0.0000017006723,5.571942e-7,0.034498148,0.00001553515,0.000002401038,0.00019178356,0.5740801,0.000059718688],"about_ca_topic_score_codex":0.0067014154,"about_ca_topic_score_gemma":0.012741379,"teacher_disagreement_score":0.97856444,"about_ca_system_score_codex":0.00044471014,"about_ca_system_score_gemma":0.0071269837,"threshold_uncertainty_score":0.99991304},"labels":[],"label_agreement":null},{"id":"W6920768448","doi":"10.6084/m9.figshare.19682254","title":"Additional file 1 of A survey of multidisciplinary healthcare providers utilizing the KNOWintegrativeoncology.org educational platform","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; Canadian College of Naturopathic Medicine","funders":"","keywords":"Multidisciplinary approach; Health care; Table (database); Key (lock); Qualitative research; Health professionals; Open source; Digital health","score_opus":0.3175641009611443,"score_gpt":0.43887229540879996,"score_spread":0.12130819444765567,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920768448","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012524205,0.00010138953,9.427449e-9,0.0039235353,0.00049775146,0.0009587973,0.99016356,0.000015056301,0.0030874577],"genre_scores_gemma":[0.12144652,0.0000015587104,0.00011399605,0.000110987006,0.0003306529,0.015004654,0.8627189,0.000010293746,0.00026242543],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981129,0.0006615502,0.0003058047,0.00016498713,0.0005313605,0.00022335743],"domain_scores_gemma":[0.96507114,0.033663966,0.00044087824,0.00013872088,0.00059965893,0.00008561624],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003810725,0.00007591394,0.0001512711,0.000074496376,0.0010700485,0.000006780504,0.00035918635,0.00006758009,0.9786733],"category_scores_gemma":[0.04794388,0.00006942863,0.000061842016,0.0006794364,0.00011161661,0.00012924215,0.000121690326,0.000298451,0.0001087885],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014965818,0.00008770456,0.0013334765,0.00005537609,0.000007080942,1.5183983e-7,0.018026024,0.0000022524682,3.6434764e-7,0.00016800773,0.97868824,0.0016163279],"study_design_scores_gemma":[0.00004886645,0.00007014363,0.39078078,0.0002502531,0.0000017006723,5.571942e-7,0.034498148,0.00001553515,0.000002401038,0.00019178356,0.5740801,0.000059718688],"about_ca_topic_score_codex":0.0067014154,"about_ca_topic_score_gemma":0.012741379,"teacher_disagreement_score":0.97856444,"about_ca_system_score_codex":0.00044471014,"about_ca_system_score_gemma":0.0071269837,"threshold_uncertainty_score":0.99991304},"labels":[],"label_agreement":null},{"id":"W6920821871","doi":"10.6084/m9.figshare.16584383","title":"Additional file 3 of Physical distancing messages targeting youth on the social media accounts of Canadian public health entities and the use of behavioral change techniques","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Social media; Social distance; Table (database); Public health; Distancing; Health communication; Behavior change","score_opus":0.44722003494200524,"score_gpt":0.3896836994472921,"score_spread":0.05753633549471315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920821871","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010139149,0.00005999368,1.1788915e-8,0.0038766037,0.000086247455,0.00041253486,0.9851681,0.000011170043,0.000246191],"genre_scores_gemma":[0.6745449,0.000019538358,0.00007563282,0.00029497631,0.0010353599,0.001990595,0.32201353,0.0000115301755,0.0000139679105],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987476,0.00036521992,0.00018494154,0.00009832926,0.00038881472,0.00021508081],"domain_scores_gemma":[0.9916869,0.0074880947,0.00030421716,0.00007552843,0.0003628236,0.00008246575],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021497562,0.000061486666,0.00017342082,0.00007967499,0.00050017703,0.000037253176,0.00013152095,0.000060367776,0.313724],"category_scores_gemma":[0.01743226,0.00004637816,0.000053229483,0.0004279513,0.00018912976,0.00017080505,0.000031731615,0.00012466773,0.0000031985899],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000021177327,0.00003124268,0.000053236796,0.000060525854,0.000004542354,1.8635512e-7,0.23027465,8.2412726e-9,5.6236337e-7,0.001098059,0.76495904,0.0035158594],"study_design_scores_gemma":[0.0001167538,0.00003424784,0.024779737,0.0019838102,0.000012200981,1.3159288e-7,0.2069552,0.0000047331782,0.00012947734,0.00020952588,0.76563853,0.00013566036],"about_ca_topic_score_codex":0.056740828,"about_ca_topic_score_gemma":0.20932405,"teacher_disagreement_score":0.6644057,"about_ca_system_score_codex":0.0001377486,"about_ca_system_score_gemma":0.0016972139,"threshold_uncertainty_score":0.9908443},"labels":[],"label_agreement":null},{"id":"W6920829072","doi":"10.6084/m9.figshare.13010982.v1","title":"Additional file 2 of Video-based interviewing in medicine: protocol for a scoping review","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Checklist; Protocol (science); Interview; Documentation; Data collection","score_opus":0.528711073214275,"score_gpt":0.5370046019038692,"score_spread":0.00829352868959421,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920829072","genre_codex":"dataset","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[3.665943e-8,0.00013256044,6.659296e-7,0.0060799,0.000040534476,0.15487835,0.83780617,0.000025392801,0.0010364251],"genre_scores_gemma":[0.0000024094043,0.0000010863006,0.0003341192,0.0024034264,0.00048710758,0.6985182,0.29824555,0.000005194977,0.0000029286489],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990622,0.00013177907,0.00030609022,0.00012983501,0.00022414651,0.0001459539],"domain_scores_gemma":[0.9913267,0.008106347,0.00022343769,0.00005599927,0.00019153507,0.000095979194],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014139617,0.000053309643,0.00018888521,0.00003058233,0.000073667754,0.0000050463464,0.0001525415,0.000048749433,0.9885983],"category_scores_gemma":[0.15659624,0.00005373404,0.000042785992,0.00040189573,0.000018842778,0.000080014506,0.000013551,0.00007245909,0.00016159235],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000033103327,0.0000080425425,0.0000018206126,0.01630815,5.892356e-7,1.5462314e-7,0.0012311048,1.9140242e-7,1.0002899e-7,0.000002904467,0.9786611,0.0037824924],"study_design_scores_gemma":[0.00010339793,0.000028043203,0.000055787423,0.37297857,8.1270935e-7,1.2814742e-8,0.00011190098,0.000018575069,0.000001943977,0.0000101839605,0.62665874,0.000032050742],"about_ca_topic_score_codex":0.0000552253,"about_ca_topic_score_gemma":0.00023394512,"teacher_disagreement_score":0.9884367,"about_ca_system_score_codex":0.00007699615,"about_ca_system_score_gemma":0.0012502957,"threshold_uncertainty_score":0.8505081},"labels":[],"label_agreement":null},{"id":"W6920909058","doi":"10.6084/m9.figshare.16584377.v1","title":"Additional file 1 of Physical distancing messages targeting youth on the social media accounts of Canadian public health entities and the use of behavioral change techniques","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Social media; Social distance; Public health; Distancing; Behaviour change; Behavior change","score_opus":0.4522552549976561,"score_gpt":0.3902697140376624,"score_spread":0.0619855409599937,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920909058","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010061502,0.00005964857,1.1715811e-8,0.0038896787,0.00008540751,0.0004121367,0.9852358,0.000011172273,0.00024461016],"genre_scores_gemma":[0.67043495,0.000019282,0.00007646005,0.0002951748,0.0010244045,0.0020254238,0.3260991,0.0000115303965,0.000013718836],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987474,0.0003655449,0.00018486509,0.0000983688,0.00038874085,0.00021509577],"domain_scores_gemma":[0.99162847,0.0075493758,0.00030416838,0.000075632306,0.00035988304,0.00008247105],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021506577,0.00006149468,0.00017340443,0.0000796996,0.00050021685,0.000037182504,0.00013159754,0.000060372528,0.31870902],"category_scores_gemma":[0.017436517,0.0000463891,0.000053232627,0.00042809822,0.00018911732,0.00017068355,0.00003175285,0.0001246913,0.0000031665627],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000020799232,0.00003086898,0.00005251079,0.000058847003,0.0000044894873,1.8201452e-7,0.22738469,8.136711e-9,5.541086e-7,0.0010907536,0.7679493,0.0034257434],"study_design_scores_gemma":[0.00011641629,0.000034631168,0.025164168,0.0020073552,0.00001242496,1.3405177e-7,0.20986645,0.0000047729145,0.00012818465,0.00021102597,0.7623175,0.00013698725],"about_ca_topic_score_codex":0.05618445,"about_ca_topic_score_gemma":0.2082888,"teacher_disagreement_score":0.6603734,"about_ca_system_score_codex":0.0001372449,"about_ca_system_score_gemma":0.0016963474,"threshold_uncertainty_score":0.99084},"labels":[],"label_agreement":null},{"id":"W6921180716","doi":"10.6084/m9.figshare.16584386.v1","title":"Additional file 4 of Physical distancing messages targeting youth on the social media accounts of Canadian public health entities and the use of behavioral change techniques","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Social media; Social distance; Public health; Distancing; Health communication; Behavior change","score_opus":0.4492504978863195,"score_gpt":0.39019065386041374,"score_spread":0.05905984402590575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6921180716","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010102142,0.00006023434,1.1865382e-8,0.0038724572,0.00008558576,0.00041311845,0.9852095,0.000011190926,0.00024574925],"genre_scores_gemma":[0.67739344,0.000019360534,0.000075019474,0.00029258642,0.001016409,0.0019726162,0.31920576,0.000011422617,0.000013396571],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987476,0.00036517563,0.00018500292,0.0000983384,0.00038879208,0.00021510346],"domain_scores_gemma":[0.9916808,0.0075004194,0.0003042262,0.00007555585,0.00035652757,0.00008245927],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021513566,0.00006149063,0.0001734588,0.00007970936,0.00050040777,0.000037271555,0.00013161068,0.00006037251,0.31036407],"category_scores_gemma":[0.017210055,0.000046386333,0.000053233307,0.00042790064,0.00018916125,0.0001708282,0.000031742835,0.00012466413,0.0000031379934],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000021452315,0.000031360803,0.000053523763,0.000060284987,0.0000045574725,1.875752e-7,0.23118685,8.161578e-9,5.56204e-7,0.0011388299,0.7639967,0.0035249605],"study_design_scores_gemma":[0.00011901038,0.00003559194,0.025463467,0.0020340988,0.000012569731,1.3592631e-7,0.21229675,0.000004858023,0.00012994016,0.00021638002,0.75954837,0.00013882016],"about_ca_topic_score_codex":0.056299873,"about_ca_topic_score_gemma":0.20995305,"teacher_disagreement_score":0.6672913,"about_ca_system_score_codex":0.00013725711,"about_ca_system_score_gemma":0.0016913248,"threshold_uncertainty_score":0.9910684},"labels":[],"label_agreement":null},{"id":"W6923348132","doi":"10.1371/journal.pone.0298382.s001","title":"Full interview guide for focus groups.","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Outreach; Health care; Legislation; Focus group; Public health; Confidentiality; Informed consent; Data collection","score_opus":0.27999864130949453,"score_gpt":0.46578573434517395,"score_spread":0.18578709303567942,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6923348132","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0015484383,0.10673325,0.00028043918,0.15761007,0.061422568,0.021035101,0.3549112,0.0042244093,0.2922345],"genre_scores_gemma":[0.57351345,0.0010717175,0.00648958,0.0078112464,0.09076903,0.13673738,0.16842854,0.00047627816,0.014702777],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99915934,0.00008619528,0.00015650863,0.00017257438,0.0001696839,0.00025568987],"domain_scores_gemma":[0.9978335,0.0018050747,0.000033432145,0.00009479062,0.000119318436,0.00011389214],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002987819,0.00006099838,0.00008437771,0.000046464676,0.00021001698,0.00011750336,0.00019717762,0.000095305695,0.081185244],"category_scores_gemma":[0.010375173,0.000062627034,0.00007524544,0.0002726559,0.000010895215,0.000158268,0.000023964436,0.00008467536,0.0028627582],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000011114967,0.0000061536866,0.0000038298895,0.0003383134,0.000004062888,9.1551726e-7,0.008420772,4.564049e-8,0.0000012158482,0.0039963936,0.8084118,0.17881541],"study_design_scores_gemma":[0.000029298413,0.000028497707,0.00014980228,0.0011956206,0.0000048906504,2.908821e-7,0.00079113053,0.000021763872,0.000010454161,0.003212485,0.9944835,0.000072317984],"about_ca_topic_score_codex":0.00036158203,"about_ca_topic_score_gemma":0.0016565305,"teacher_disagreement_score":0.57196504,"about_ca_system_score_codex":0.00022555939,"about_ca_system_score_gemma":0.00050181325,"threshold_uncertainty_score":0.99796087},"labels":[],"label_agreement":null},{"id":"W6923389240","doi":"10.1371/journal.pone.0281301.s002","title":"Data availability and publication consent.","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Thematic analysis; Resilience (materials science); Context (archaeology); Socioeconomic status; Construct (python library); Psychological resilience; Qualitative research; Human immunodeficiency virus (HIV)","score_opus":0.6186875193806626,"score_gpt":0.5014354277577301,"score_spread":0.11725209162293249,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6923389240","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.065477915,0.0007874837,4.815861e-7,0.14478044,0.0046674605,0.0055377,0.7024409,0.0021811745,0.07412642],"genre_scores_gemma":[0.25674188,0.00018919464,0.00018734609,0.0012558964,0.0030148593,0.002989367,0.7338791,0.000028055492,0.0017143362],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992366,0.0001257357,0.0000972275,0.00019265754,0.0001801834,0.00016758683],"domain_scores_gemma":[0.9970367,0.0023287672,0.000054979064,0.00030890043,0.00015112608,0.00011953196],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00044558282,0.00003281886,0.00004706454,0.00003892229,0.00030448666,0.00007308963,0.00024815043,0.00006450781,0.0651038],"category_scores_gemma":[0.08854762,0.000037174097,0.000005976199,0.0004840907,0.00002979225,0.00027321622,0.00011208533,0.000059957933,0.004998359],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[4.3183186e-7,0.000005373141,0.0033229485,0.00004154955,9.131973e-7,1.4226225e-7,0.0028682067,1.23155335e-8,7.10001e-7,0.00015903385,0.98085845,0.012742231],"study_design_scores_gemma":[0.000026497719,0.000002114442,0.10504794,0.000045190598,0.0000010594023,6.8625106e-8,0.00085419853,0.00003402636,0.0000014923842,0.000174291,0.89377594,0.000037191592],"about_ca_topic_score_codex":0.0006420776,"about_ca_topic_score_gemma":0.0016502653,"teacher_disagreement_score":0.19126396,"about_ca_system_score_codex":0.0000538631,"about_ca_system_score_gemma":0.0005399019,"threshold_uncertainty_score":0.99577636},"labels":[],"label_agreement":null},{"id":"W6930825346","doi":"10.5281/zenodo.14154320","title":"PM_036539_B_Elsegem","year":2009,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nave; Period (music); Middle Ages; Quarter (Canadian coin); Cultural heritage","score_opus":0.09917067285190145,"score_gpt":0.35089094803938753,"score_spread":0.2517202751874861,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6930825346","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00003909087,0.00038695024,0.00013041464,0.0030245117,0.0014980158,0.0014483203,0.00009490286,0.0023635868,0.9910142],"genre_scores_gemma":[0.0055586523,0.004957658,0.0014739605,0.0012544042,0.016387118,0.0000010962318,0.004983541,0.028337158,0.9370464],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99726856,0.0008511591,0.00022831083,0.0004257681,0.0006729621,0.00055322645],"domain_scores_gemma":[0.9985847,0.00009432441,0.00023138426,0.00042166497,0.000322853,0.00034506747],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010928934,0.000168102,0.00021114275,0.0004086335,0.002946565,0.0005473467,0.0012035259,0.0003174289,0.09684519],"category_scores_gemma":[0.003910535,0.00020413272,0.000060782175,0.0007465403,0.0003405354,0.00010641089,0.00024255778,0.00039084742,0.026104903],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000043531304,0.000048956208,7.3470494e-7,0.000030407895,0.000011284868,0.0000021120843,0.004435327,1.6908412e-7,0.00000463523,0.007459306,0.7410212,0.2469815],"study_design_scores_gemma":[0.0001513315,0.00006116447,0.00011254116,0.00008400992,0.000013593612,0.0000032246014,0.00087295414,0.0000013326814,0.0000024159724,0.00028410013,0.9982162,0.00019712908],"about_ca_topic_score_codex":0.0011301703,"about_ca_topic_score_gemma":0.00003554809,"teacher_disagreement_score":0.257195,"about_ca_system_score_codex":0.00047061688,"about_ca_system_score_gemma":0.000030084868,"threshold_uncertainty_score":0.99835145},"labels":[],"label_agreement":null},{"id":"W6931499645","doi":"10.5281/zenodo.4916299","title":"D4.2 – Initial report on ontology implementation","year":2020,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Prairie Improvement Network","funders":"","keywords":"Deliverable; Ontology; Task (project management); Work (physics); Excavation; Data integration","score_opus":0.2234348818241548,"score_gpt":0.4352941571664603,"score_spread":0.2118592753423055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6931499645","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3151845,0.00006707545,0.0015894489,0.12713696,0.0034646606,0.003773802,0.00014292858,0.0025748604,0.54606575],"genre_scores_gemma":[0.9947781,0.000058822254,0.00018035785,0.0015914092,0.0018473439,4.972047e-7,0.0009975049,0.00046872147,0.00007726693],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99786556,0.0007370892,0.00026905045,0.00031971835,0.00046311005,0.00034548918],"domain_scores_gemma":[0.9988023,0.00013553545,0.000152756,0.00017435374,0.00042995694,0.00030508277],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00095130637,0.00007863011,0.00010754829,0.00009585887,0.0028890797,0.0002728248,0.00047225706,0.000075419164,0.016028829],"category_scores_gemma":[0.006248078,0.000095263065,0.000031892592,0.00053666596,0.00019054896,0.00019509588,0.00016397107,0.00021359381,0.0047181617],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010617914,0.00012840734,0.00016680708,0.000045020464,0.00002673926,0.000052919087,0.087415084,0.0000064608525,0.00033275326,0.048299957,0.21313053,0.6502891],"study_design_scores_gemma":[0.000240342,0.00021435398,0.0023519795,0.0000056571503,0.000006416663,0.00001168859,0.0059173102,0.000008700003,0.00011468366,0.00023656436,0.99080086,0.000091430215],"about_ca_topic_score_codex":0.0005842365,"about_ca_topic_score_gemma":0.000018120878,"teacher_disagreement_score":0.7776703,"about_ca_system_score_codex":0.0002936944,"about_ca_system_score_gemma":0.00003219918,"threshold_uncertainty_score":0.99840903},"labels":[],"label_agreement":null},{"id":"W6938644885","doi":"10.60692/bvhq3-77g52","title":"Pattern hair loss and health care professionals: How well are we connecting with our audience?","year":2024,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mediprobe Research (Canada); University of Toronto","funders":"","keywords":"Credibility; Health care; Health professionals; Social media; Quality (philosophy); Inclusion (mineral); Public health","score_opus":0.12242181255726635,"score_gpt":0.3601740866668292,"score_spread":0.23775227410956284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6938644885","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87530303,0.00038405912,0.0031427764,0.107454486,0.008659274,0.0029885948,0.00008844963,0.0008082339,0.0011710752],"genre_scores_gemma":[0.9983825,0.0000032869075,0.00011281056,0.00039354307,0.00066017,0.0003709904,0.0000099786475,0.000012070229,0.000054616507],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99837136,0.00022189414,0.00034690893,0.00018834183,0.0005004786,0.0003710218],"domain_scores_gemma":[0.9989937,0.000063449465,0.0003468812,0.000135289,0.00024508024,0.00021559377],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009196874,0.00013912731,0.00021120832,0.00018567935,0.00091347244,0.00042103307,0.00011912972,0.00011795365,0.0000073381584],"category_scores_gemma":[0.00008876889,0.00010870267,0.000028401266,0.0003837545,0.000048201317,0.0007267813,0.000029151208,0.00017117559,0.00012645817],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000041922453,7.941173e-7,0.15184635,0.0019697316,0.000009033887,0.0000019234478,0.83840275,0.0000022121462,5.2071187e-9,0.0002156408,0.00045548973,0.0070918547],"study_design_scores_gemma":[0.00017729003,0.000036364283,0.025412194,0.002057066,0.000008162368,0.000009305686,0.96512955,0.00015396478,0.0000042390216,0.0000012958218,0.0068713157,0.00013924204],"about_ca_topic_score_codex":0.0004921878,"about_ca_topic_score_gemma":0.00013828276,"teacher_disagreement_score":0.12672678,"about_ca_system_score_codex":0.00062146987,"about_ca_system_score_gemma":0.0005910943,"threshold_uncertainty_score":0.70257837},"labels":[],"label_agreement":null},{"id":"W6939321335","doi":"10.60692/mhr1p-fed68","title":"Pattern hair loss and health care professionals: How well are we connecting with our audience?","year":2024,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mediprobe Research (Canada); University of Toronto","funders":"","keywords":"Credibility; Health care; Health professionals; Social media; Quality (philosophy); Inclusion (mineral); Public health","score_opus":0.12242181255726635,"score_gpt":0.3601740866668292,"score_spread":0.23775227410956284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6939321335","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87530303,0.00038405912,0.0031427764,0.107454486,0.008659274,0.0029885948,0.00008844963,0.0008082339,0.0011710752],"genre_scores_gemma":[0.9983825,0.0000032869075,0.00011281056,0.00039354307,0.00066017,0.0003709904,0.0000099786475,0.000012070229,0.000054616507],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99837136,0.00022189414,0.00034690893,0.00018834183,0.0005004786,0.0003710218],"domain_scores_gemma":[0.9989937,0.000063449465,0.0003468812,0.000135289,0.00024508024,0.00021559377],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009196874,0.00013912731,0.00021120832,0.00018567935,0.00091347244,0.00042103307,0.00011912972,0.00011795365,0.0000073381584],"category_scores_gemma":[0.00008876889,0.00010870267,0.000028401266,0.0003837545,0.000048201317,0.0007267813,0.000029151208,0.00017117559,0.00012645817],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000041922453,7.941173e-7,0.15184635,0.0019697316,0.000009033887,0.0000019234478,0.83840275,0.0000022121462,5.2071187e-9,0.0002156408,0.00045548973,0.0070918547],"study_design_scores_gemma":[0.00017729003,0.000036364283,0.025412194,0.002057066,0.000008162368,0.000009305686,0.96512955,0.00015396478,0.0000042390216,0.0000012958218,0.0068713157,0.00013924204],"about_ca_topic_score_codex":0.0004921878,"about_ca_topic_score_gemma":0.00013828276,"teacher_disagreement_score":0.12672678,"about_ca_system_score_codex":0.00062146987,"about_ca_system_score_gemma":0.0005910943,"threshold_uncertainty_score":0.70257837},"labels":[],"label_agreement":null},{"id":"W6939324716","doi":"10.6084/m9.figshare.13010982","title":"Additional file 2 of Video-based interviewing in medicine: protocol for a scoping review","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Checklist; Protocol (science); Interview; Documentation; Data collection","score_opus":0.528711073214275,"score_gpt":0.5370046019038692,"score_spread":0.00829352868959421,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6939324716","genre_codex":"dataset","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[3.665943e-8,0.00013256044,6.659296e-7,0.0060799,0.000040534476,0.15487835,0.83780617,0.000025392801,0.0010364251],"genre_scores_gemma":[0.0000024094043,0.0000010863006,0.0003341192,0.0024034264,0.00048710758,0.6985182,0.29824555,0.000005194977,0.0000029286489],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990622,0.00013177907,0.00030609022,0.00012983501,0.00022414651,0.0001459539],"domain_scores_gemma":[0.9913267,0.008106347,0.00022343769,0.00005599927,0.00019153507,0.000095979194],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014139617,0.000053309643,0.00018888521,0.00003058233,0.000073667754,0.0000050463464,0.0001525415,0.000048749433,0.9885983],"category_scores_gemma":[0.15659624,0.00005373404,0.000042785992,0.00040189573,0.000018842778,0.000080014506,0.000013551,0.00007245909,0.00016159235],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000033103327,0.0000080425425,0.0000018206126,0.01630815,5.892356e-7,1.5462314e-7,0.0012311048,1.9140242e-7,1.0002899e-7,0.000002904467,0.9786611,0.0037824924],"study_design_scores_gemma":[0.00010339793,0.000028043203,0.000055787423,0.37297857,8.1270935e-7,1.2814742e-8,0.00011190098,0.000018575069,0.000001943977,0.0000101839605,0.62665874,0.000032050742],"about_ca_topic_score_codex":0.0000552253,"about_ca_topic_score_gemma":0.00023394512,"teacher_disagreement_score":0.9884367,"about_ca_system_score_codex":0.00007699615,"about_ca_system_score_gemma":0.0012502957,"threshold_uncertainty_score":0.8505081},"labels":[],"label_agreement":null},{"id":"W6939437075","doi":"10.6084/m9.figshare.19778220","title":"Additional file 2 of Video-based interviewing in medicine: a scoping review","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"","keywords":"Interview; Data collection; Work (physics); Key (lock)","score_opus":0.31950259783823054,"score_gpt":0.47004904025085,"score_spread":0.15054644241261944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6939437075","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000023305586,0.004202797,3.5220232e-8,0.0022581576,0.00023418141,0.0009778602,0.988577,0.000022025493,0.0037255904],"genre_scores_gemma":[0.000288611,0.000040365154,0.000099096564,0.002395244,0.00037519707,0.02778948,0.9689728,0.00000769479,0.00003149215],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99869496,0.00037284128,0.00026554023,0.000116142866,0.00040011425,0.00015043347],"domain_scores_gemma":[0.9909016,0.008655581,0.00020603919,0.00008656718,0.00009361923,0.000056590816],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00027410412,0.000044944984,0.0001620028,0.000078874975,0.00020128465,0.0000032545386,0.00019577179,0.000024240684,0.99904656],"category_scores_gemma":[0.070053026,0.00005163511,0.000035314133,0.0006739963,0.000019556133,0.000062517676,0.00004216496,0.00014260254,0.00019429615],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[6.39669e-7,0.000012049459,0.0000042572524,0.0019937053,5.7300116e-7,7.5865796e-7,0.001434158,0.0000011344305,4.840638e-8,0.0000041134053,0.9925557,0.003992875],"study_design_scores_gemma":[0.000039029073,0.000015232323,0.00031875574,0.25166783,0.0000011336283,1.16282024e-7,0.00061819016,0.000006834583,3.0315525e-7,0.000017200757,0.74727714,0.000038259594],"about_ca_topic_score_codex":0.0003494779,"about_ca_topic_score_gemma":0.00063416845,"teacher_disagreement_score":0.99885225,"about_ca_system_score_codex":0.00024803192,"about_ca_system_score_gemma":0.0013611998,"threshold_uncertainty_score":0.9377803},"labels":[],"label_agreement":null},{"id":"W6939720218","doi":"10.6084/m9.figshare.21002848.v2","title":"The State of Social Media in Canada 2022","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social media; Snapshot (computer storage); Coronavirus disease 2019 (COVID-19); Pandemic; State (computer science); Social distance","score_opus":0.11534561820655849,"score_gpt":0.36124944426746125,"score_spread":0.24590382606090277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6939720218","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.64210457,0.0021320682,1.7515237e-8,0.025075084,0.014451362,0.0029406403,0.29708892,0.00006211669,0.016145214],"genre_scores_gemma":[0.99376875,0.000009547968,0.0000015331891,0.00015036759,0.00034731018,0.002020524,0.0036236227,0.000006855686,0.000071476585],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987052,0.00032456237,0.00014657293,0.00007109967,0.0005318017,0.0002207835],"domain_scores_gemma":[0.9966478,0.0030770802,0.00011247485,0.00005762879,0.00005842911,0.000046585963],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00029011015,0.000031705036,0.00006490611,0.000021986245,0.0007727847,0.000008163918,0.00027420957,0.000012101871,0.07034126],"category_scores_gemma":[0.0073610786,0.000031845684,0.000015121347,0.00044808647,0.00001446789,0.000030581192,0.000059133476,0.00017007036,0.00001603764],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008951866,0.000017157821,0.0016485497,0.000025158717,0.000003373277,0.000003513409,0.17995682,0.000019746098,0.0000011688269,0.000307127,0.7258461,0.092162296],"study_design_scores_gemma":[0.000055772063,0.0000034977302,0.07071041,0.000012165142,6.0238426e-7,4.5955023e-8,0.034125526,0.0000071554496,0.0000057303987,0.00037502652,0.8946579,0.00004617306],"about_ca_topic_score_codex":0.85022765,"about_ca_topic_score_gemma":0.99659437,"teacher_disagreement_score":0.3516642,"about_ca_system_score_codex":0.0013051346,"about_ca_system_score_gemma":0.0073142885,"threshold_uncertainty_score":0.9983133},"labels":[],"label_agreement":null},{"id":"W6940017096","doi":"10.6084/m9.figshare.28830188","title":"The State of Social Media in Canada 2025","year":2025,"lang":"en","type":"preprint","venue":"Figshare","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social media; Snapshot (computer storage); State (computer science); Digital media","score_opus":0.15987278434307126,"score_gpt":0.4070877454963715,"score_spread":0.24721496115330024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6940017096","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.036590308,0.0048720315,1.1540228e-7,0.024288232,0.036256976,0.0062968335,0.8430894,0.000094445655,0.048511647],"genre_scores_gemma":[0.8506155,0.0010640213,0.00007741276,0.0009918425,0.0078771515,0.02003975,0.116857894,0.00006597839,0.002410445],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982278,0.0003662553,0.00035099516,0.000185385,0.0005355123,0.0003340945],"domain_scores_gemma":[0.9920769,0.007093324,0.0003080305,0.00016697832,0.00028141966,0.00007339696],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00030998854,0.00010076377,0.00021768246,0.000055864224,0.0003077584,0.000031979165,0.00063435617,0.00015899754,0.011367428],"category_scores_gemma":[0.026094222,0.00009746732,0.00004730088,0.00035114944,0.00003147139,0.000025210775,0.00022956339,0.0005269733,0.000026302889],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000770498,0.000014444881,0.00085439865,0.0006153293,0.000015584332,0.000002198018,0.11134034,0.000030438248,5.8556154e-8,0.00025414367,0.77848893,0.10837641],"study_design_scores_gemma":[0.00009549992,0.0000018757592,0.099035524,0.001891169,0.000007269152,1.14152865e-8,0.010530691,0.000020275653,0.000012706056,0.0036496338,0.8845575,0.00019783122],"about_ca_topic_score_codex":0.95394593,"about_ca_topic_score_gemma":0.99920875,"teacher_disagreement_score":0.8140252,"about_ca_system_score_codex":0.001981844,"about_ca_system_score_gemma":0.04267941,"threshold_uncertainty_score":0.98953635},"labels":[],"label_agreement":null},{"id":"W6940036748","doi":"10.6084/m9.figshare.26627494.v1","title":"Additional file 1 of Leveraging machine learning approaches for predicting potential Lyme disease cases and incidence rates in the United States using Twitter","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal; Université de Montréal","funders":"","keywords":"Lyme disease; Incidence (geometry); Disease; Support vector machine","score_opus":0.24951175836447753,"score_gpt":0.3814983603029041,"score_spread":0.1319866019384266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6940036748","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.060083102,0.0004228089,0.0000035021587,0.0005863478,0.00010982912,0.0006007452,0.93813413,0.000037920247,0.00002159997],"genre_scores_gemma":[0.4628259,0.0000049335963,0.0001984467,0.000081592865,0.00047721167,0.0017834347,0.5346002,0.000009828144,0.000018476445],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99915814,0.00019642003,0.00013746132,0.00014254935,0.0001965331,0.0001688752],"domain_scores_gemma":[0.98353297,0.016232513,0.00007301756,0.000039591727,0.00006678598,0.000055102762],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017657586,0.00006165748,0.00006754343,0.00009903814,0.00035841222,0.00009834705,0.000086956046,0.000035910976,0.29464835],"category_scores_gemma":[0.026433213,0.0000535732,0.00002523284,0.00035486397,0.000037225505,0.00017924042,0.000025998055,0.00013061929,0.000006406762],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027582375,0.000045320794,0.0056839506,0.0011954354,0.000018447769,0.000028522618,0.0831903,0.0021364035,0.0000015356937,0.000032461765,0.90281457,0.0048254947],"study_design_scores_gemma":[0.00014394299,0.000043781773,0.04245133,0.0082447,0.000031866057,0.000008138829,0.04281149,0.45675448,0.000005158014,0.0006107404,0.44864112,0.0002532732],"about_ca_topic_score_codex":0.0013937616,"about_ca_topic_score_gemma":0.00016823858,"teacher_disagreement_score":0.45461807,"about_ca_system_score_codex":0.000063445994,"about_ca_system_score_gemma":0.0003445595,"threshold_uncertainty_score":0.98176754},"labels":[],"label_agreement":null},{"id":"W6950081937","doi":"10.5281/zenodo.6414794","title":"Internet platforms and social support for breast cancer survivors: a scoping review protocol","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ViTRAK Systems (Canada); Université Laval","funders":"","keywords":"The Internet; Breast cancer; Protocol (science); Social support; Social media; eHealth","score_opus":0.1474896200595023,"score_gpt":0.40849886881019576,"score_spread":0.2610092487506934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6950081937","genre_codex":"protocol","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.030564448,0.0009380773,0.0012950267,0.08117277,0.0047883336,0.80358946,0.0037007877,0.0035395464,0.070411526],"genre_scores_gemma":[0.8343488,0.007539373,0.0026457831,0.03101715,0.02722817,0.048427455,0.014765682,0.019601133,0.014426484],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99819404,0.00038370478,0.00027649174,0.00029566587,0.00046660297,0.00038348523],"domain_scores_gemma":[0.99903655,0.00011584018,0.00018370846,0.00011773505,0.00040755217,0.0001386131],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0022600894,0.000090170164,0.00016250038,0.00009948165,0.00531634,0.00026432288,0.0005329631,0.000041722946,0.025866698],"category_scores_gemma":[0.0009482306,0.000101978534,0.000039839993,0.0004516018,0.00019858939,0.00024341544,0.0005124157,0.0002085995,0.00015452845],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027195935,0.00029556456,0.0002603405,0.009704011,0.000050189614,0.0000030461015,0.0948684,0.0000026156586,0.000052647214,0.017320102,0.25408074,0.6230904],"study_design_scores_gemma":[0.00033600937,0.00011917453,0.0006896017,0.00042995898,0.000011046088,0.000011457674,0.0026689712,0.000014027559,0.000004311837,0.00014433371,0.9954399,0.00013124153],"about_ca_topic_score_codex":0.0010023965,"about_ca_topic_score_gemma":0.00006640305,"teacher_disagreement_score":0.8037843,"about_ca_system_score_codex":0.00048631892,"about_ca_system_score_gemma":0.000073526404,"threshold_uncertainty_score":0.9959786},"labels":[],"label_agreement":null},{"id":"W6957845285","doi":"10.6084/m9.figshare.21002848.v1","title":"The State of Social Media in Canada 2022","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social media; Snapshot (computer storage); Coronavirus disease 2019 (COVID-19); Pandemic; State (computer science); Social distance","score_opus":0.11534561820655849,"score_gpt":0.36124944426746125,"score_spread":0.24590382606090277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6957845285","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.64210457,0.0021320682,1.7515237e-8,0.025075084,0.014451362,0.0029406403,0.29708892,0.00006211669,0.016145214],"genre_scores_gemma":[0.99376875,0.000009547968,0.0000015331891,0.00015036759,0.00034731018,0.002020524,0.0036236227,0.000006855686,0.000071476585],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987052,0.00032456237,0.00014657293,0.00007109967,0.0005318017,0.0002207835],"domain_scores_gemma":[0.9966478,0.0030770802,0.00011247485,0.00005762879,0.00005842911,0.000046585963],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00029011015,0.000031705036,0.00006490611,0.000021986245,0.0007727847,0.000008163918,0.00027420957,0.000012101871,0.07034126],"category_scores_gemma":[0.0073610786,0.000031845684,0.000015121347,0.00044808647,0.00001446789,0.000030581192,0.000059133476,0.00017007036,0.00001603764],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008951866,0.000017157821,0.0016485497,0.000025158717,0.000003373277,0.000003513409,0.17995682,0.000019746098,0.0000011688269,0.000307127,0.7258461,0.092162296],"study_design_scores_gemma":[0.000055772063,0.0000034977302,0.07071041,0.000012165142,6.0238426e-7,4.5955023e-8,0.034125526,0.0000071554496,0.0000057303987,0.00037502652,0.8946579,0.00004617306],"about_ca_topic_score_codex":0.85022765,"about_ca_topic_score_gemma":0.99659437,"teacher_disagreement_score":0.3516642,"about_ca_system_score_codex":0.0013051346,"about_ca_system_score_gemma":0.0073142885,"threshold_uncertainty_score":0.9983133},"labels":[],"label_agreement":null},{"id":"W6958093939","doi":"10.6084/m9.figshare.19221139.v1","title":"Additional file 1 of Using Facebook to promote the uptake of colorectal cancer screening","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cancer Care Ontario; Sunnybrook Health Science Centre; Toronto Metropolitan University; University of Toronto","funders":"","keywords":"Colorectal cancer screening; Focus (optics); Colorectal cancer; Focus group; Social media","score_opus":0.20800463871338154,"score_gpt":0.4008500626290742,"score_spread":0.19284542391569265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958093939","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003614598,0.000022180824,8.243985e-8,0.00032340246,0.00019037782,0.0010572528,0.9934906,0.000012505924,0.0012890185],"genre_scores_gemma":[0.022769382,0.0000011132295,0.004539028,0.00048865814,0.0014038809,0.07133878,0.8988355,0.000034362605,0.00058931054],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991221,0.0000963411,0.00014591217,0.00008980039,0.0003990347,0.00014683597],"domain_scores_gemma":[0.9978869,0.0016824368,0.00017035396,0.000055627206,0.0001504634,0.00005420021],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000103908336,0.000038860217,0.000076441545,0.000032923188,0.00052462565,0.000006924192,0.00019696094,0.00002637178,0.99499804],"category_scores_gemma":[0.008930872,0.00003844884,0.000035003595,0.00036584245,0.000020860196,0.000042987223,0.00007175048,0.00009885798,0.00005599468],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000043417504,0.000009806031,0.000009592246,0.000013617282,0.0000038943667,1.2476012e-7,0.009881969,0.00008296231,0.000012253679,0.0000057404386,0.97843456,0.011541119],"study_design_scores_gemma":[0.000021858708,0.000018513734,0.0050432007,0.00029728116,0.0000020485588,1.7113697e-7,0.003398266,0.00009274471,0.000043709897,0.000011273016,0.9910326,0.000038352824],"about_ca_topic_score_codex":0.00094312296,"about_ca_topic_score_gemma":0.0005048648,"teacher_disagreement_score":0.994942,"about_ca_system_score_codex":0.00016248209,"about_ca_system_score_gemma":0.0011396051,"threshold_uncertainty_score":0.9994173},"labels":[],"label_agreement":null},{"id":"W6958228429","doi":"10.60692/btfac-s2f75","title":"Enhancing engagement beyond the conference walls: analysis of Twitter use at #ICPIC2019 infection prevention and control conference","year":2021,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Health Services","funders":"","keywords":"Categorization; Social media; Health care; Social connectedness; Diversity (politics); Observational study; Social network analysis; Control (management)","score_opus":0.13983107965157554,"score_gpt":0.32989088335764494,"score_spread":0.1900598037060694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958228429","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9768165,0.0000066223947,0.019703386,0.00045401466,0.0011318416,0.0008681509,0.000024517478,0.000047466892,0.0009475362],"genre_scores_gemma":[0.9992036,0.0000057425655,0.00010459342,0.00017035224,0.00007596263,0.00026099823,0.000029405219,0.0000036690708,0.00014564442],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978023,0.0007922584,0.00061958365,0.00014141494,0.00044005408,0.00020438497],"domain_scores_gemma":[0.9980803,0.00027213886,0.00057142996,0.00023161327,0.0007609539,0.00008353657],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015619474,0.00010422901,0.000262417,0.00020406152,0.0005270933,0.00024180679,0.00008554324,0.00011398463,0.00013461833],"category_scores_gemma":[0.0006025286,0.00008635269,0.00008062241,0.0006320007,0.00010433438,0.00078289566,0.00004272645,0.00010253819,0.000037775288],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015398773,0.0000034574045,0.5150463,0.00014757404,0.00018072015,1.9044157e-7,0.48177344,0.000039521463,0.000022017279,0.0021085662,0.000018020402,0.0006448367],"study_design_scores_gemma":[0.00048914016,0.000027339438,0.9176017,0.00012250098,0.00054752687,0.0000012786899,0.078306094,0.0013097234,0.00048377737,0.000016841812,0.00095314666,0.00014094809],"about_ca_topic_score_codex":0.0009218084,"about_ca_topic_score_gemma":0.000533313,"teacher_disagreement_score":0.40346733,"about_ca_system_score_codex":0.00030274063,"about_ca_system_score_gemma":0.00028043857,"threshold_uncertainty_score":0.40540287},"labels":[],"label_agreement":null},{"id":"W6958328433","doi":"10.6084/m9.figshare.19778220.v1","title":"Additional file 2 of Video-based interviewing in medicine: a scoping review","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"","keywords":"Interview; Data collection; Work (physics); Key (lock)","score_opus":0.31950259783823054,"score_gpt":0.47004904025085,"score_spread":0.15054644241261944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958328433","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000023305586,0.004202797,3.5220232e-8,0.0022581576,0.00023418141,0.0009778602,0.988577,0.000022025493,0.0037255904],"genre_scores_gemma":[0.000288611,0.000040365154,0.000099096564,0.002395244,0.00037519707,0.02778948,0.9689728,0.00000769479,0.00003149215],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99869496,0.00037284128,0.00026554023,0.000116142866,0.00040011425,0.00015043347],"domain_scores_gemma":[0.9909016,0.008655581,0.00020603919,0.00008656718,0.00009361923,0.000056590816],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00027410412,0.000044944984,0.0001620028,0.000078874975,0.00020128465,0.0000032545386,0.00019577179,0.000024240684,0.99904656],"category_scores_gemma":[0.070053026,0.00005163511,0.000035314133,0.0006739963,0.000019556133,0.000062517676,0.00004216496,0.00014260254,0.00019429615],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[6.39669e-7,0.000012049459,0.0000042572524,0.0019937053,5.7300116e-7,7.5865796e-7,0.001434158,0.0000011344305,4.840638e-8,0.0000041134053,0.9925557,0.003992875],"study_design_scores_gemma":[0.000039029073,0.000015232323,0.00031875574,0.25166783,0.0000011336283,1.16282024e-7,0.00061819016,0.000006834583,3.0315525e-7,0.000017200757,0.74727714,0.000038259594],"about_ca_topic_score_codex":0.0003494779,"about_ca_topic_score_gemma":0.00063416845,"teacher_disagreement_score":0.99885225,"about_ca_system_score_codex":0.00024803192,"about_ca_system_score_gemma":0.0013611998,"threshold_uncertainty_score":0.9377803},"labels":[],"label_agreement":null},{"id":"W6958424258","doi":"10.6084/m9.figshare.28830188.v1","title":"The State of Social Media in Canada 2025","year":2025,"lang":"en","type":"article","venue":"Figshare","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social media; Snapshot (computer storage); State (computer science); Digital media","score_opus":0.10719807574938067,"score_gpt":0.39198627685280524,"score_spread":0.28478820110342457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958424258","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.500208,0.0063528134,3.5012025e-7,0.102253996,0.032882985,0.0069369073,0.16788703,0.00015539215,0.18332249],"genre_scores_gemma":[0.9964581,0.000033608092,0.0000052626942,0.000272176,0.0003597931,0.00081353827,0.001733427,0.000004783322,0.00031931823],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99920404,0.00014105669,0.00015719145,0.000066742505,0.00023072422,0.00020024691],"domain_scores_gemma":[0.9954037,0.0043172287,0.000071861556,0.00005826821,0.00011421268,0.000034728404],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016636148,0.00003391595,0.000073551506,0.000028008735,0.00027174133,0.000012614993,0.00021177196,0.000030652387,0.0074189226],"category_scores_gemma":[0.01611531,0.000030821786,0.000014181646,0.00047829788,0.000020057421,0.00003299311,0.000022447053,0.00009740566,0.000026103773],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000056757603,0.000009538888,0.0029290072,0.00007145264,0.0000047970916,9.0008433e-7,0.04869224,0.0000021681315,6.321501e-7,0.001071571,0.8064594,0.14075261],"study_design_scores_gemma":[0.000069113186,0.0000011415214,0.23833343,0.00018109017,0.0000012346566,4.7373185e-9,0.009299667,0.000005305303,0.000027913444,0.0011983705,0.7508401,0.0000426039],"about_ca_topic_score_codex":0.8451157,"about_ca_topic_score_gemma":0.9984305,"teacher_disagreement_score":0.49625006,"about_ca_system_score_codex":0.00069431926,"about_ca_system_score_gemma":0.010096505,"threshold_uncertainty_score":0.99551535},"labels":[],"label_agreement":null},{"id":"W6958439624","doi":"10.6084/m9.figshare.16639687.v1","title":"Additional file 1 of The opportunities and challenges of social media in interstitial lung disease: a viewpoint","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Social media; Key (lock); Public interest; Print media","score_opus":0.282376445619904,"score_gpt":0.3639696623223033,"score_spread":0.08159321670239933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958439624","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00018739323,0.0011102123,3.7553995e-9,0.0074657383,0.00023146463,0.0001644893,0.98775077,0.0000063057087,0.0030836063],"genre_scores_gemma":[0.07632471,0.0008000941,0.00007255983,0.0004002012,0.0025434205,0.005832764,0.913822,0.000022306438,0.00018195745],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992113,0.0001998017,0.0001482276,0.000086664215,0.00024710404,0.000106879466],"domain_scores_gemma":[0.9944245,0.005161216,0.00012608102,0.000056116412,0.00016728255,0.00006476372],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005637563,0.000042062587,0.00010096036,0.000028717326,0.000101238715,0.0000067239343,0.000096055555,0.000055636385,0.9363346],"category_scores_gemma":[0.03153181,0.00004026845,0.000038824237,0.00012511801,0.000083664105,0.000067180576,0.000056219797,0.000072898976,0.0000101653995],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000028779632,0.000024462324,0.0000082956885,0.00025588187,0.00000286576,0.0000016706514,0.027443845,3.064122e-8,1.4184037e-7,0.0015875271,0.96295124,0.0077211726],"study_design_scores_gemma":[0.00005269087,0.0000026782786,0.074640594,0.0020771413,0.0000035092532,1.840564e-7,0.023436774,0.000004563455,0.0000034301104,0.00042706108,0.89930224,0.00004909877],"about_ca_topic_score_codex":0.000027204762,"about_ca_topic_score_gemma":0.002338698,"teacher_disagreement_score":0.9363244,"about_ca_system_score_codex":0.000059750913,"about_ca_system_score_gemma":0.0012287465,"threshold_uncertainty_score":0.976626},"labels":[],"label_agreement":null},{"id":"W6958495388","doi":"10.6084/m9.figshare.16584392","title":"Additional file 6 of Physical distancing messages targeting youth on the social media accounts of Canadian public health entities and the use of behavioral change techniques","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Social media; Context (archaeology); Social distance; Public health; Distancing; Behavior change","score_opus":0.4471604808179356,"score_gpt":0.38979983068196095,"score_spread":0.05736065013597463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958495388","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010091433,0.00006038138,1.1865427e-8,0.0038974276,0.00008565672,0.00041385344,0.9851916,0.000011198339,0.0002484296],"genre_scores_gemma":[0.67762905,0.000019433592,0.000075383745,0.0002942742,0.0010218478,0.0019849152,0.31895,0.000011483762,0.000013639121],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987472,0.0003654757,0.00018500122,0.0000983517,0.00038881495,0.00021511887],"domain_scores_gemma":[0.99168533,0.0074931188,0.00030423424,0.000075547825,0.0003593001,0.00008247504],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021524324,0.00006149693,0.00017348464,0.000079704914,0.0005003492,0.000037273072,0.0001315754,0.00006037241,0.30865932],"category_scores_gemma":[0.017273847,0.000046389065,0.0000532363,0.00042805073,0.00018917269,0.00017084178,0.000031745658,0.00012468653,0.000003124767],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000021232822,0.000031490352,0.000053212632,0.000060284903,0.0000045563993,1.8743756e-7,0.23154724,8.145488e-9,5.5911215e-7,0.0011482066,0.76362556,0.0035265733],"study_design_scores_gemma":[0.00011851234,0.00003500671,0.025579905,0.0020260543,0.000012522092,1.3527959e-7,0.21180406,0.000004779274,0.00012947558,0.00021546987,0.7599358,0.00013827908],"about_ca_topic_score_codex":0.05725911,"about_ca_topic_score_gemma":0.21317439,"teacher_disagreement_score":0.66753757,"about_ca_system_score_codex":0.00013712181,"about_ca_system_score_gemma":0.0016933471,"threshold_uncertainty_score":0.99100405},"labels":[],"label_agreement":null},{"id":"W6958497419","doi":"10.6084/m9.figshare.16639687","title":"Additional file 1 of The opportunities and challenges of social media in interstitial lung disease: a viewpoint","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Social media; Key (lock); Public interest; Print media","score_opus":0.282376445619904,"score_gpt":0.3639696623223033,"score_spread":0.08159321670239933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958497419","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00018739323,0.0011102123,3.7553995e-9,0.0074657383,0.00023146463,0.0001644893,0.98775077,0.0000063057087,0.0030836063],"genre_scores_gemma":[0.07632471,0.0008000941,0.00007255983,0.0004002012,0.0025434205,0.005832764,0.913822,0.000022306438,0.00018195745],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992113,0.0001998017,0.0001482276,0.000086664215,0.00024710404,0.000106879466],"domain_scores_gemma":[0.9944245,0.005161216,0.00012608102,0.000056116412,0.00016728255,0.00006476372],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005637563,0.000042062587,0.00010096036,0.000028717326,0.000101238715,0.0000067239343,0.000096055555,0.000055636385,0.9363346],"category_scores_gemma":[0.03153181,0.00004026845,0.000038824237,0.00012511801,0.000083664105,0.000067180576,0.000056219797,0.000072898976,0.0000101653995],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000028779632,0.000024462324,0.0000082956885,0.00025588187,0.00000286576,0.0000016706514,0.027443845,3.064122e-8,1.4184037e-7,0.0015875271,0.96295124,0.0077211726],"study_design_scores_gemma":[0.00005269087,0.0000026782786,0.074640594,0.0020771413,0.0000035092532,1.840564e-7,0.023436774,0.000004563455,0.0000034301104,0.00042706108,0.89930224,0.00004909877],"about_ca_topic_score_codex":0.000027204762,"about_ca_topic_score_gemma":0.002338698,"teacher_disagreement_score":0.9363244,"about_ca_system_score_codex":0.000059750913,"about_ca_system_score_gemma":0.0012287465,"threshold_uncertainty_score":0.976626},"labels":[],"label_agreement":null},{"id":"W6958613215","doi":"10.6084/m9.figshare.3203743","title":"Adams_UrbanEmissions.pptx","year":2016,"lang":"en","type":"other","venue":"Figshare","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Component (thermodynamics); Social benefits; Big data","score_opus":0.18659409729848567,"score_gpt":0.44253524246102666,"score_spread":0.25594114516254096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958613215","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[8.090884e-8,0.0012105615,7.9957374e-8,0.0015768477,0.0027483979,0.0009348632,0.07662128,0.00039828965,0.9165096],"genre_scores_gemma":[0.000006451088,0.00012418981,0.00005678397,0.00020405414,0.010581979,0.0021591617,0.020373724,0.00025348586,0.96624017],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99882555,0.00012947634,0.00011768768,0.00021922411,0.00037151383,0.00033653766],"domain_scores_gemma":[0.9983623,0.0008895242,0.0001992164,0.00021956407,0.00006186945,0.00026751275],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00006964669,0.00012456365,0.00015439808,0.00011167455,0.00019060205,0.000028174838,0.00032814874,0.000528419,0.9638858],"category_scores_gemma":[0.011799092,0.000110089975,0.000053471318,0.00014496491,0.000023698563,0.00003720648,0.00003227315,0.00014699835,0.06503755],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[3.5084543e-7,0.000006834203,0.0000146996545,0.00007166157,0.0000035467374,0.0000011731995,0.00076559134,7.365325e-10,1.140209e-7,0.000111661255,0.98096627,0.018058086],"study_design_scores_gemma":[0.000043326185,0.0000030432795,0.0000676173,0.0034234852,0.0000032537816,9.131174e-8,0.00010756897,2.3882768e-8,0.0000011742312,0.000056183242,0.9961501,0.00014415209],"about_ca_topic_score_codex":0.001299935,"about_ca_topic_score_gemma":0.0012041793,"teacher_disagreement_score":0.89884824,"about_ca_system_score_codex":0.00020548236,"about_ca_system_score_gemma":0.001159832,"threshold_uncertainty_score":0.99652493},"labels":[],"label_agreement":null},{"id":"W6960152799","doi":"10.13140/rg.2.2.20507.16168","title":"Utilitarianism of Social media networking in Public Healthcare: An overview of social media utilization by some healthcare institutions in Canada","year":2017,"lang":"en","type":"article","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social media; Utilitarianism; Health care; Public healthcare; Public health; Key (lock)","score_opus":0.5070934065917441,"score_gpt":0.4720163127851515,"score_spread":0.035077093806592574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6960152799","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86863035,0.003648881,0.0000092976825,0.11019671,0.013811479,0.0017990818,0.00020431678,0.000052306255,0.0016475559],"genre_scores_gemma":[0.9961114,0.0015196288,0.00006924728,0.00041829937,0.0015224322,0.00018104345,0.00015668556,0.000017885364,0.000003387905],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9957424,0.001067403,0.0010513552,0.00036382297,0.0009914555,0.00078356336],"domain_scores_gemma":[0.9970215,0.001177505,0.00079310365,0.0002878544,0.00038795802,0.0003321029],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0021063667,0.00017493557,0.0005811595,0.0002121103,0.0014023146,0.0000507269,0.0006912312,0.00036954824,0.00010916163],"category_scores_gemma":[0.004619053,0.00021084926,0.000058211746,0.0007716919,0.0006400594,0.00092220004,0.00007399552,0.00038782437,0.0000011159194],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017253438,0.00016216717,0.13777678,0.00024395376,0.00000711156,0.0000014582022,0.13474156,9.1521383e-7,0.00000486692,0.6626436,0.00083682477,0.063563496],"study_design_scores_gemma":[0.00070797704,0.000025464684,0.9074051,0.00013465127,0.000010151662,1.6602286e-7,0.05624685,0.00006284096,0.00001300801,0.012953584,0.02215372,0.00028648862],"about_ca_topic_score_codex":0.9820561,"about_ca_topic_score_gemma":0.9995005,"teacher_disagreement_score":0.76962835,"about_ca_system_score_codex":0.0028700435,"about_ca_system_score_gemma":0.021976689,"threshold_uncertainty_score":0.9998977},"labels":[],"label_agreement":null},{"id":"W6962565565","doi":"10.17605/osf.io/tsvfx","title":"What are the attitudes and practices regarding seeing and finding nutritional information on social media in the University of Saskatchewan community?","year":2020,"lang":"en","type":"article","venue":"OSF Preprints (OSF Preprints)","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social media; Perception; Nutrition information; Information seeking; Qualitative research; Mass media","score_opus":0.10912190815857845,"score_gpt":0.3571346255079569,"score_spread":0.24801271734937844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6962565565","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96438307,0.0000054638035,0.000014451214,0.024315843,0.00025829705,0.0006682526,0.000004199736,0.000018902767,0.010331496],"genre_scores_gemma":[0.9988997,0.00038157677,0.000110935805,0.00039635782,0.00014544083,0.000024429159,0.0000060655134,0.0000034131833,0.000032057484],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9968793,0.0021933953,0.00019478098,0.00021757558,0.00036305975,0.00015191508],"domain_scores_gemma":[0.99053746,0.008564944,0.0004640912,0.0002690696,0.00009520761,0.000069229114],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0066063222,0.000074688454,0.00013499969,0.00005114703,0.001276099,0.00017053071,0.00044463444,0.0001062508,0.0015874502],"category_scores_gemma":[0.016047968,0.000069983274,0.000029333964,0.00025015487,0.00041105566,0.0011988784,0.00023671582,0.0005273078,0.0013332524],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005875582,0.000055589644,0.14035636,0.00012304867,0.000013530422,7.2261753e-7,0.8426217,0.000013218511,0.000024000894,0.0019096439,0.00048984436,0.014333595],"study_design_scores_gemma":[0.0002047438,7.660547e-7,0.38917938,0.00009986315,0.000013287816,6.695785e-7,0.6013372,0.000025039375,0.000023878116,0.0010702928,0.007986657,0.000058262554],"about_ca_topic_score_codex":0.0030131429,"about_ca_topic_score_gemma":0.0074267765,"teacher_disagreement_score":0.248823,"about_ca_system_score_codex":0.00013647781,"about_ca_system_score_gemma":0.00019112328,"threshold_uncertainty_score":0.9994443},"labels":[],"label_agreement":null},{"id":"W6963804132","doi":"10.20381/ruor-29471","title":"Exploring the extent of digital food and beverage related content associated with a family-friendly event: a case study","year":2021,"lang":"en","type":"article","venue":"University of Ottawa - Library","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social media; Food marketing; Content analysis; Unhealthy food; Digital media; Food products; Social marketing","score_opus":0.11991815703360806,"score_gpt":0.2678270406561299,"score_spread":0.14790888362252183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6963804132","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9956113,0.00015915975,0.000006141605,0.0011347312,0.0002903684,0.0006103018,0.00002922571,0.00004071011,0.0021180643],"genre_scores_gemma":[0.9995778,0.00007008729,0.00005495013,0.00001497026,0.000023489078,0.000003430709,0.000008927539,0.000007705192,0.00023862557],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9989138,0.00031145036,0.00016210989,0.0001681105,0.00028239485,0.00016208073],"domain_scores_gemma":[0.99864477,0.00081587303,0.00019320248,0.00013387042,0.000105929765,0.000106358915],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021487057,0.000072158335,0.00017142794,0.000058919602,0.00041031686,0.000027924209,0.00013821338,0.00004439636,0.00003115127],"category_scores_gemma":[0.00040294716,0.00006798913,0.000043762182,0.0005212116,0.00028809998,0.0010459566,0.00009061836,0.00012423874,6.7889744e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045379027,0.00089663366,0.6262663,0.000032867516,0.00026756324,0.0008607884,0.36201456,0.0000057129737,0.000013808782,0.0040424266,0.00018598787,0.0053679734],"study_design_scores_gemma":[0.00081783475,0.00039492137,0.32923207,0.0000767917,0.000057911664,0.000011452682,0.6678897,0.0000051781285,0.000027042288,0.000092108174,0.0013016963,0.000093241826],"about_ca_topic_score_codex":0.0026241278,"about_ca_topic_score_gemma":0.0015433544,"teacher_disagreement_score":0.30587518,"about_ca_system_score_codex":0.00005890156,"about_ca_system_score_gemma":0.00043657105,"threshold_uncertainty_score":0.39669138},"labels":[],"label_agreement":null},{"id":"W6963931073","doi":"10.25384/sage.6979241","title":"User_perceptions_-_Supplementary_Tables – Supplemental material for User Perceptions of the Make Healthy Normal campaign Facebook Page: A Mixed Methods Study","year":2018,"lang":"en","type":"article","venue":"Sage Journals Data","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Perception; Social media; Multimethodology; Qualitative research","score_opus":0.1844705940458781,"score_gpt":0.506648055185041,"score_spread":0.3221774611391629,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6963931073","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93334085,0.00017223647,0.005485534,0.011910915,0.017553609,0.011599594,0.019701388,0.00006199234,0.00017390381],"genre_scores_gemma":[0.9023556,0.0011795576,0.08008117,0.0010646292,0.010359816,0.0030219287,0.0013511456,0.000077666235,0.00050849776],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9945838,0.002838897,0.0008602514,0.00039083709,0.00067706325,0.00064917124],"domain_scores_gemma":[0.9970343,0.0010222243,0.00045752592,0.0009591798,0.0002853441,0.00024142864],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0075480207,0.00017945419,0.0003198153,0.00013927763,0.0024772733,0.00016725624,0.0015074784,0.0001055599,0.052093785],"category_scores_gemma":[0.0011521903,0.00015009897,0.00009470561,0.00046123515,0.0005066592,0.0006587558,0.00045396664,0.00022546234,0.000037717746],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030769905,0.0016977761,0.45957184,0.000100100304,0.0002441291,9.972985e-7,0.2082709,0.0000013134871,0.0058593387,0.00007092574,0.16501114,0.15886383],"study_design_scores_gemma":[0.0016001309,0.0006430806,0.284189,0.00013583509,0.00027841845,0.000004663228,0.31204402,0.000026929582,0.00039133037,0.0003269896,0.40005532,0.00030428197],"about_ca_topic_score_codex":0.0109184375,"about_ca_topic_score_gemma":0.07286979,"teacher_disagreement_score":0.23504417,"about_ca_system_score_codex":0.00032470174,"about_ca_system_score_gemma":0.0009622039,"threshold_uncertainty_score":0.9988214},"labels":[],"label_agreement":null},{"id":"W6968643378","doi":"10.5281/zenodo.2653765","title":"United States Census Bureau Data Repository","year":2019,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Institute for Public Safety Research and Treatment","funders":"","keywords":"Census; American Community Survey; Politics; Data collection; Survey data collection; Data system","score_opus":0.16792672093552277,"score_gpt":0.3751061419406763,"score_spread":0.20717942100515355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6968643378","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4649755,0.00030926894,0.00015355721,0.014769453,0.005975079,0.0036997865,0.0007204794,0.0028341864,0.5065627],"genre_scores_gemma":[0.95068854,0.000710428,0.0005431962,0.0006715273,0.0021343832,3.239796e-7,0.040401462,0.0016119671,0.0032381546],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975656,0.0009210579,0.0002177731,0.0003808935,0.0005153912,0.00039924544],"domain_scores_gemma":[0.9980662,0.0002376311,0.00012228423,0.0007034491,0.0006279068,0.00024253703],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001527366,0.00008469159,0.00010564594,0.00018643236,0.0029951031,0.0005276508,0.0014832962,0.00008398967,0.0042876843],"category_scores_gemma":[0.003343393,0.00009649673,0.000019147314,0.0009218305,0.00023423128,0.00032832136,0.0006673686,0.00023474876,0.005426774],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009327251,0.00031004834,0.000321872,0.00016073749,0.000060214905,0.00001215494,0.06348127,0.0000575106,0.00072328304,0.034125485,0.7761037,0.12455047],"study_design_scores_gemma":[0.00016756651,0.000055524353,0.0011461121,0.000020206158,0.000007268726,0.000005080562,0.005895833,0.00019919137,0.000017600336,0.00023177425,0.9921465,0.00010736059],"about_ca_topic_score_codex":0.003996482,"about_ca_topic_score_gemma":0.000008605986,"teacher_disagreement_score":0.5033245,"about_ca_system_score_codex":0.00030279445,"about_ca_system_score_gemma":0.000016319855,"threshold_uncertainty_score":0.9983029},"labels":[],"label_agreement":null},{"id":"W6976751068","doi":"10.6084/m9.figshare.16584380.v1","title":"Additional file 2 of Physical distancing messages targeting youth on the social media accounts of Canadian public health entities and the use of behavioral change techniques","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Social media; Social distance; Public health; Distancing; Behavior change; Behaviour change","score_opus":0.44292597665628,"score_gpt":0.38954526232883807,"score_spread":0.0533807143274419,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6976751068","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010013179,0.00006060262,1.1500148e-8,0.003876461,0.000085978296,0.000412012,0.9852905,0.0000111846675,0.0002500457],"genre_scores_gemma":[0.66783196,0.000019844078,0.000075282114,0.00029662388,0.0010433471,0.001999492,0.32870802,0.0000115715575,0.000013827205],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99874765,0.0003654318,0.00018494135,0.000098301316,0.00038865226,0.00021502339],"domain_scores_gemma":[0.9917264,0.0074519357,0.00030454822,0.000075496544,0.00035913705,0.00008245716],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021398895,0.00006147674,0.00017344338,0.000079651756,0.00050025043,0.000037256505,0.00013153038,0.000060372848,0.31493315],"category_scores_gemma":[0.01724674,0.000046375193,0.000053223186,0.00042779313,0.00018911491,0.0001707908,0.000031748757,0.00012466498,0.0000031355664],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000020789435,0.000031000032,0.00005121348,0.00005960566,0.0000045099346,1.8742587e-7,0.22858378,8.209719e-9,5.3892626e-7,0.0011133677,0.7666245,0.003529199],"study_design_scores_gemma":[0.00011501779,0.000034006887,0.024343895,0.0019485645,0.000012158582,1.3188279e-7,0.20421451,0.0000046574187,0.00012513644,0.00020870216,0.76885897,0.0001342382],"about_ca_topic_score_codex":0.056674063,"about_ca_topic_score_gemma":0.20918263,"teacher_disagreement_score":0.6578188,"about_ca_system_score_codex":0.00013728095,"about_ca_system_score_gemma":0.0016894344,"threshold_uncertainty_score":0.9910314},"labels":[],"label_agreement":null},{"id":"W6977279610","doi":"10.6084/m9.figshare.26627494","title":"Additional file 1 of Leveraging machine learning approaches for predicting potential Lyme disease cases and incidence rates in the United States using Twitter","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal; Université de Montréal","funders":"","keywords":"Lyme disease; Incidence (geometry); Disease; Support vector machine","score_opus":0.24951175836447753,"score_gpt":0.3814983603029041,"score_spread":0.1319866019384266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6977279610","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.060083102,0.0004228089,0.0000035021587,0.0005863478,0.00010982912,0.0006007452,0.93813413,0.000037920247,0.00002159997],"genre_scores_gemma":[0.4628259,0.0000049335963,0.0001984467,0.000081592865,0.00047721167,0.0017834347,0.5346002,0.000009828144,0.000018476445],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99915814,0.00019642003,0.00013746132,0.00014254935,0.0001965331,0.0001688752],"domain_scores_gemma":[0.98353297,0.016232513,0.00007301756,0.000039591727,0.00006678598,0.000055102762],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017657586,0.00006165748,0.00006754343,0.00009903814,0.00035841222,0.00009834705,0.000086956046,0.000035910976,0.29464835],"category_scores_gemma":[0.026433213,0.0000535732,0.00002523284,0.00035486397,0.000037225505,0.00017924042,0.000025998055,0.00013061929,0.000006406762],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027582375,0.000045320794,0.0056839506,0.0011954354,0.000018447769,0.000028522618,0.0831903,0.0021364035,0.0000015356937,0.000032461765,0.90281457,0.0048254947],"study_design_scores_gemma":[0.00014394299,0.000043781773,0.04245133,0.0082447,0.000031866057,0.000008138829,0.04281149,0.45675448,0.000005158014,0.0006107404,0.44864112,0.0002532732],"about_ca_topic_score_codex":0.0013937616,"about_ca_topic_score_gemma":0.00016823858,"teacher_disagreement_score":0.45461807,"about_ca_system_score_codex":0.000063445994,"about_ca_system_score_gemma":0.0003445595,"threshold_uncertainty_score":0.98176754},"labels":[],"label_agreement":null},{"id":"W6977561610","doi":"10.6084/m9.figshare.16584389.v1","title":"Additional file 5 of Physical distancing messages targeting youth on the social media accounts of Canadian public health entities and the use of behavioral change techniques","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Social media; Social distance; Table (database); Function (biology); Public health; Distancing","score_opus":0.44711644758063784,"score_gpt":0.38981962680452936,"score_spread":0.05729682077610848,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6977561610","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010151275,0.000060192724,1.1836383e-8,0.0038933554,0.00008562761,0.00041321566,0.98513967,0.000011196569,0.00024546107],"genre_scores_gemma":[0.67673916,0.0000194423,0.00007533692,0.00029400951,0.0010208706,0.001980944,0.3198452,0.000011473013,0.000013547072],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987473,0.00036546087,0.00018499744,0.00009835007,0.00038881347,0.00021509851],"domain_scores_gemma":[0.9916871,0.0074914573,0.00030420482,0.00007554113,0.0003592001,0.00008246476],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021523611,0.00006149628,0.00017348642,0.000079706384,0.00050042913,0.000037256294,0.00013156477,0.000060375223,0.31031036],"category_scores_gemma":[0.017273143,0.000046387133,0.00005323997,0.0004280286,0.0001891621,0.00017082796,0.000031744326,0.00012467774,0.0000031184197],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000021097233,0.000031295127,0.000053237018,0.000060170194,0.000004547635,1.8716092e-7,0.23058891,8.237586e-9,5.588556e-7,0.0011369269,0.7645996,0.003522398],"study_design_scores_gemma":[0.00011948478,0.000035311583,0.025967993,0.0020447168,0.000012631047,1.3655621e-7,0.2133556,0.00000484811,0.00013146807,0.00021629214,0.75797206,0.00013946816],"about_ca_topic_score_codex":0.056747105,"about_ca_topic_score_gemma":0.21050534,"teacher_disagreement_score":0.6665879,"about_ca_system_score_codex":0.00013728495,"about_ca_system_score_gemma":0.001693085,"threshold_uncertainty_score":0.99100477},"labels":[],"label_agreement":null},{"id":"W6980302914","doi":"","title":"Brockie Shabba Live at Sound Clash 2 06.02.2001","year":2001,"lang":"en","type":"other","venue":"Internet Archive (Internet Archive)","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sound (geography); Object (grammar); Subject (documents); Sound production","score_opus":0.05768205139252869,"score_gpt":0.34614330222796513,"score_spread":0.28846125083543644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980302914","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006904942,0.0010399519,0.0013441533,0.001125823,0.011227737,0.0036915583,0.0005534633,0.0009359276,0.9731764],"genre_scores_gemma":[0.008075269,0.0025156848,0.0017641357,0.00088433764,0.010373346,0.00117236,0.0010855582,0.00093539845,0.9731939],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99187505,0.0016488935,0.0011220798,0.0017194638,0.0014154215,0.002219088],"domain_scores_gemma":[0.99267364,0.0038013577,0.0011503254,0.0009542732,0.000118203054,0.0013021999],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00070987496,0.0010637741,0.0012107937,0.0010030937,0.000305688,0.0002848009,0.00243076,0.0007668024,0.104450844],"category_scores_gemma":[0.0018432871,0.001165452,0.00063641684,0.0003569584,0.0017625559,0.00018131404,0.0009991018,0.0015726421,0.031822283],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000880399,0.00023621229,0.014320906,0.00016067814,0.00027559436,0.000076171484,0.05885448,0.0000014688112,0.000014275264,0.0036332149,0.92149186,0.0008470757],"study_design_scores_gemma":[0.0006117878,0.00022560418,0.0012198333,0.00118548,0.00012275812,0.000024111749,0.0019218136,0.00010532089,0.000013785168,0.0065145255,0.9869756,0.0010793525],"about_ca_topic_score_codex":0.31757906,"about_ca_topic_score_gemma":0.66020924,"teacher_disagreement_score":0.3426302,"about_ca_system_score_codex":0.0010919751,"about_ca_system_score_gemma":0.00084862876,"threshold_uncertainty_score":0.9990795},"labels":[],"label_agreement":null},{"id":"W6980403574","doi":"","title":"Canada: the case of the unexpected website","year":2005,"lang":"en","type":"article","venue":"Europe PMC (PubMed Central)","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); The Internet; Perspective (graphical); Context (archaeology)","score_opus":0.040372586199836455,"score_gpt":0.28892437455131775,"score_spread":0.24855178835148128,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980403574","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9242373,0.00039084037,0.0000013553264,0.060167793,0.0057154982,0.0011544448,0.000013062693,0.000032325286,0.008287365],"genre_scores_gemma":[0.9960608,0.00012042741,0.00003362213,0.001002311,0.0018883073,0.00015023773,0.0000010185569,0.000013914342,0.00072937144],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99775344,0.00074193266,0.00025631397,0.00015573662,0.00037371024,0.0007188651],"domain_scores_gemma":[0.9983642,0.00074812904,0.00017716031,0.00031445324,0.00015132781,0.00024471714],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006941892,0.00008686619,0.000105465755,0.00001800684,0.0006623423,0.000029087472,0.000451692,0.0000446219,0.00013611343],"category_scores_gemma":[0.004437378,0.00005616856,0.00004091619,0.0008371974,0.00028670926,0.00008376384,0.000041979718,0.00021131487,0.000011350472],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033282624,0.0002131101,0.16205299,0.00004504747,0.000068190326,0.00011309368,0.49676958,0.00008053052,0.00009768076,0.030115245,0.115384266,0.195027],"study_design_scores_gemma":[0.00009091987,0.0000026849161,0.27425608,0.0000074080776,0.00001527076,0.000008363927,0.0031878515,0.000005910565,0.00021881654,0.000024384637,0.72211677,0.000065520675],"about_ca_topic_score_codex":0.8033785,"about_ca_topic_score_gemma":0.9515035,"teacher_disagreement_score":0.6067325,"about_ca_system_score_codex":0.0006600255,"about_ca_system_score_gemma":0.003218138,"threshold_uncertainty_score":0.5708838},"labels":[],"label_agreement":null},{"id":"W6980444932","doi":"","title":"Canadian Conference on Medical EducationApril 13-16, 2019Niagara Falls, Ontario, Canada","year":2019,"lang":"en","type":"article","venue":"Europe PMC (PubMed Central)","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); MEDLINE; Public health; Work (physics)","score_opus":0.038540887733283166,"score_gpt":0.280229771173137,"score_spread":0.24168888343985384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980444932","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77072185,0.00009603748,0.0000010051895,0.049551457,0.024526251,0.0015594254,0.000019305246,0.000049782902,0.15347487],"genre_scores_gemma":[0.9799239,0.00022444026,0.000028115843,0.0045855823,0.0017744555,0.00029387846,0.000057337507,0.00003187361,0.013080425],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9955956,0.00044948133,0.00035870963,0.000462847,0.0014197717,0.0017136149],"domain_scores_gemma":[0.9957957,0.0005964056,0.00014031307,0.00037670357,0.0002851537,0.0028056852],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009866527,0.00019606235,0.00023167554,0.00010510172,0.0004409492,0.000101283564,0.0007262011,0.00018498924,0.011778498],"category_scores_gemma":[0.0039376197,0.000212068,0.000039742532,0.00047495923,0.00013637822,0.00015882608,0.00002833896,0.00056161045,0.00065293425],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000021654125,0.00012770391,0.6711056,0.000024373112,0.00003056215,0.000023828465,0.10714434,0.0000053096014,0.0000014785203,0.035645973,0.1573021,0.028567025],"study_design_scores_gemma":[0.00013286958,0.000011141052,0.38920352,0.000029681081,0.000004995666,7.337118e-7,0.0013786062,0.0000014080673,0.0000049745468,0.00007176274,0.60900235,0.0001579428],"about_ca_topic_score_codex":0.9997926,"about_ca_topic_score_gemma":0.9999799,"teacher_disagreement_score":0.45170027,"about_ca_system_score_codex":0.010704964,"about_ca_system_score_gemma":0.09068926,"threshold_uncertainty_score":0.9930928},"labels":[],"label_agreement":null},{"id":"W6981589538","doi":"","title":"Equitable compensation for a fiduciary’s non-disclosure and hypothetical courses of events","year":2011,"lang":"en","type":"article","venue":"Sussex Research Online (University of Sussex)","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Presumption; Principal (computer security); Fiduciary; Database transaction; Compensation (psychology); Subject (documents); Default","score_opus":0.3785585494592976,"score_gpt":0.461370972358459,"score_spread":0.08281242289916135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6981589538","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.991686,0.000115308496,0.00019196732,0.0041379104,0.00028155485,0.0014015312,0.00007408315,0.00001702169,0.0020946532],"genre_scores_gemma":[0.9927604,0.000396313,0.006261479,0.000007994128,0.00016242781,0.0000070811184,0.000028376424,0.00001018096,0.00036573573],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980825,0.000357992,0.00016384927,0.00023615922,0.00065524894,0.0005042433],"domain_scores_gemma":[0.9967986,0.001694225,0.0001305674,0.00017648091,0.0009792241,0.00022090341],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025749844,0.00007509245,0.00024667341,0.00026458837,0.0006620362,0.0000067548644,0.00035526534,0.00015761523,0.00019961185],"category_scores_gemma":[0.0019032808,0.00009088443,0.00005859633,0.0005197588,0.0009205326,0.00026636798,0.000118446216,0.0002009977,0.000005007535],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018917946,0.003729145,0.40163222,0.0017697981,0.00020648603,0.00001240692,0.32765183,0.0000021885783,0.0017861462,0.19952497,0.005901832,0.055891193],"study_design_scores_gemma":[0.0022144173,0.001132838,0.51335543,0.00027838195,0.00008138558,0.0000011646899,0.4162496,0.00030498733,0.00034941096,0.053681113,0.012041793,0.00030945963],"about_ca_topic_score_codex":0.018689433,"about_ca_topic_score_gemma":0.007921179,"teacher_disagreement_score":0.14584385,"about_ca_system_score_codex":0.00016432734,"about_ca_system_score_gemma":0.0010046213,"threshold_uncertainty_score":0.9878452},"labels":[],"label_agreement":null},{"id":"W6983714894","doi":"","title":"Naturocrit Podcast Episode 004a","year":2014,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Naturopathy; Biography; Natural (archaeology); Globe","score_opus":0.015331954560379122,"score_gpt":0.2586669580167434,"score_spread":0.24333500345636427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6983714894","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000027565071,0.00048414373,3.670812e-7,0.0016635,0.0046356744,0.0011667209,0.00005400222,0.00029834546,0.99166965],"genre_scores_gemma":[0.00057026325,0.00057436695,0.0009837742,0.00059567124,0.0021251102,0.00012853432,0.000108452725,0.00013443355,0.9947794],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99750865,0.0003134,0.0006516959,0.00022449378,0.0007975232,0.00050423545],"domain_scores_gemma":[0.99751335,0.0008094878,0.0007941518,0.00034620473,0.00026413737,0.00027264113],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00070801086,0.00028183998,0.0004466116,0.00012029037,0.00024381476,0.00006850755,0.00050137046,0.0007937268,0.43777257],"category_scores_gemma":[0.0026171901,0.00031727378,0.00014676458,0.000019340827,0.0003789699,2.4681785e-7,0.000051408933,0.00041790644,0.027411068],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001472279,0.00002980712,0.00001637679,0.0003448361,0.00002033091,0.0000018842745,0.0017268201,0.0000052665705,1.9741572e-8,0.00041529493,0.990672,0.0067526605],"study_design_scores_gemma":[0.00020727563,0.00005026114,0.00003137457,0.00024110483,0.000033716526,0.0000041167505,0.0005415827,0.0000018217407,7.597924e-7,0.000034635188,0.99855757,0.000295802],"about_ca_topic_score_codex":0.104029834,"about_ca_topic_score_gemma":0.03560409,"teacher_disagreement_score":0.4103615,"about_ca_system_score_codex":0.0001894661,"about_ca_system_score_gemma":0.00018981805,"threshold_uncertainty_score":0.99992794},"labels":[],"label_agreement":null},{"id":"W6986868192","doi":"","title":"REMINDER/Media Advisory: Health Canada | RenewableEnergyWorld.com","year":2014,"lang":"en","type":"other","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Public health; Government (linguistics); Work (physics); MEDLINE","score_opus":0.057844188038860905,"score_gpt":0.350273785498003,"score_spread":0.2924295974591421,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6986868192","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000006074086,0.0017391442,0.00007157426,0.04206209,0.031180393,0.0010309023,0.000026023921,0.00036156946,0.92352223],"genre_scores_gemma":[0.0006613177,0.0022424594,0.001033431,0.007042964,0.013983541,0.00041629255,0.00017227978,0.00046094455,0.97398674],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99664307,0.00062762713,0.00039803394,0.0004554361,0.0010082327,0.00086759956],"domain_scores_gemma":[0.9966596,0.0014739612,0.0005473077,0.00044204012,0.00007571243,0.0008013969],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009697949,0.00025939892,0.0005296278,0.00020459843,0.0004383455,0.00003825294,0.00049565994,0.00045465864,0.009755574],"category_scores_gemma":[0.0023502244,0.00027671756,0.000051753334,0.00051234954,0.00019869382,0.000031176805,0.000029881148,0.00029518682,0.00011552539],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[9.4143917e-7,0.000011964072,0.00041226475,0.000058303027,0.000009929007,9.550247e-7,0.0018765283,3.6744015e-7,2.0357513e-8,0.0063323327,0.96906847,0.022227952],"study_design_scores_gemma":[0.00009164057,0.000009350012,0.00025266584,0.00015906779,0.0000072028843,2.159837e-7,0.0017080962,0.0000013204335,4.4281873e-7,0.00020799464,0.9973007,0.00026130208],"about_ca_topic_score_codex":0.99891055,"about_ca_topic_score_gemma":0.99987596,"teacher_disagreement_score":0.050464537,"about_ca_system_score_codex":0.0019358841,"about_ca_system_score_gemma":0.022435922,"threshold_uncertainty_score":0.9999685},"labels":[],"label_agreement":null},{"id":"W6990023414","doi":"","title":"Coauthorship in Pathology, a Comparison With Physics and a Survey-Generated and Member-Preferred Authorship Guideline","year":2004,"lang":"en","type":"article","venue":"PubMed Central","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Guideline; Variety (cybernetics); Medical journal; Alternative medicine; MEDLINE; The Internet","score_opus":0.20366115636534685,"score_gpt":0.38901961464576473,"score_spread":0.1853584582804179,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6990023414","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9925136,0.0004081377,0.00015814963,0.0041965265,0.0012656836,0.0012250089,0.000013538962,0.000060243947,0.00015911226],"genre_scores_gemma":[0.9975682,0.00008194948,0.0010325145,0.0001539033,0.00063569134,0.0004400933,0.00005887992,0.00001615133,0.000012631757],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969239,0.00091098744,0.000349674,0.0003322825,0.00027916316,0.0012039749],"domain_scores_gemma":[0.99849576,0.00051862944,0.00013645648,0.00011347867,0.00009874748,0.00063694204],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031680712,0.00014198784,0.00027599256,0.00006324283,0.00024157985,0.00007743114,0.00011259284,0.00020432119,0.0000068101085],"category_scores_gemma":[0.0032582227,0.00013812065,0.000013437752,0.00059645233,0.00043656875,0.0001669721,0.00002415923,0.00030183143,0.0000014798916],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007958502,0.00010775463,0.92275566,0.00001502856,0.0000067922633,0.0000053324698,0.06266851,0.000065881606,0.0000072394823,0.0026618936,0.000087533095,0.011538803],"study_design_scores_gemma":[0.0008462018,0.00003566669,0.99331176,0.000018910998,0.000013124008,0.0000020003063,0.0022399912,0.000058832033,0.000060858514,0.0023287905,0.0009191856,0.00016465125],"about_ca_topic_score_codex":0.022697106,"about_ca_topic_score_gemma":0.13405724,"teacher_disagreement_score":0.11136013,"about_ca_system_score_codex":0.00045165117,"about_ca_system_score_gemma":0.0006834598,"threshold_uncertainty_score":0.98381084},"labels":[],"label_agreement":null},{"id":"W6990540943","doi":"","title":"Do Emergency Physicians and Medical Students Find It Unethical to âLook upâ Their Patients on Facebook or Google?","year":2015,"lang":"en","type":"article","venue":"eScholarship (California Digital Library)","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social media; Ethical issues; Emergency department; Patient care; Work (physics); MEDLINE","score_opus":0.07808931002030109,"score_gpt":0.36102975035483514,"score_spread":0.282940440334534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6990540943","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9524109,0.000056009467,0.000009825793,0.01974328,0.0025427567,0.0021772413,0.00049803575,0.00021821779,0.02234376],"genre_scores_gemma":[0.99009883,0.000096491945,0.0001037254,0.0058099497,0.0013783078,0.0005108087,0.000159259,0.00007684043,0.0017658093],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99507874,0.0005084805,0.00058799004,0.000596585,0.002475607,0.0007525942],"domain_scores_gemma":[0.9964431,0.0011413211,0.00016755932,0.00030773308,0.00014961793,0.001790662],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010517013,0.00030677387,0.0003487131,0.00014998484,0.0004469704,0.00087973877,0.0010573473,0.00043157855,0.0013899561],"category_scores_gemma":[0.011640233,0.00025932412,0.00008757846,0.00069776113,0.0002789433,0.001631631,0.00035601354,0.0007347728,0.0030896533],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029374807,0.00091653864,0.83832383,0.000034654968,0.00003472481,0.000009579602,0.013051373,7.575963e-7,0.0000011114018,0.0014789364,0.05367381,0.09218092],"study_design_scores_gemma":[0.0008974791,0.00047787026,0.11402289,0.00023465513,0.00001292539,4.7333143e-7,0.0028570108,0.0000034482014,0.000043122614,0.006149747,0.8748157,0.00048470014],"about_ca_topic_score_codex":0.00007606739,"about_ca_topic_score_gemma":0.00010463536,"teacher_disagreement_score":0.82114184,"about_ca_system_score_codex":0.00020015663,"about_ca_system_score_gemma":0.0008230324,"threshold_uncertainty_score":0.9999859},"labels":[],"label_agreement":null},{"id":"W6990872336","doi":"","title":"Ellomay Capital Reports Results for the Fourth Quarter and Full Year of 2019 – iCrowdNewswire","year":2020,"lang":"en","type":"other","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Capital (architecture); Capital expenditure; Investment (military)","score_opus":0.043240732907940366,"score_gpt":0.3491293655609213,"score_spread":0.30588863265298094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6990872336","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00091878057,0.0026155573,0.00020541325,0.048028514,0.01736073,0.0072233872,0.00019402662,0.00021497683,0.92323864],"genre_scores_gemma":[0.023034215,0.0033194746,0.0077977404,0.0008903631,0.019184938,0.001194997,0.00016395263,0.00046805173,0.94394624],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99886656,0.00008571611,0.00030476556,0.00025986292,0.0002757059,0.00020736735],"domain_scores_gemma":[0.9980217,0.001158841,0.00042848248,0.0002159245,0.00005822919,0.00011681886],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005752511,0.00010802909,0.00021837302,0.000047735513,0.00013476152,0.000026189779,0.00012982408,0.00026376973,0.0003973509],"category_scores_gemma":[0.0018058092,0.00008075184,0.00006214133,0.00012149776,0.00024539477,0.00002952783,0.000017153334,0.000106698695,0.000021748687],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001705413,0.00001106821,0.00022238684,0.000053737607,0.000020985086,7.8728493e-7,0.021600408,2.238284e-8,0.0000043308264,0.0014342022,0.9742336,0.002401407],"study_design_scores_gemma":[0.00014651907,0.0000632444,0.00058884907,0.00004324672,0.00003068899,5.293547e-7,0.01002555,0.000001097086,0.00000430505,0.00032504072,0.9886711,0.00009978686],"about_ca_topic_score_codex":0.023685735,"about_ca_topic_score_gemma":0.01901336,"teacher_disagreement_score":0.04713815,"about_ca_system_score_codex":0.000038405127,"about_ca_system_score_gemma":0.000460868,"threshold_uncertainty_score":0.99888706},"labels":[],"label_agreement":null},{"id":"W6996846210","doi":"","title":"A Survey of Emergency Medicine Residentsâ Use of Educational Podcasts","year":2017,"lang":"en","type":"article","venue":"eScholarship (California Digital Library)","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Active listening; Context (archaeology); Descriptive statistics; Quarter (Canadian coin); Curriculum","score_opus":0.1775553711890309,"score_gpt":0.39218547041288887,"score_spread":0.21463009922385798,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6996846210","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.969855,0.00026792882,0.000003827119,0.008860735,0.0041896417,0.00061967777,0.0012343128,0.000034068675,0.014934795],"genre_scores_gemma":[0.99695015,0.00018711948,0.00016370343,0.00004572449,0.00079759967,0.000053846332,0.00034037212,0.00003113192,0.0014303372],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974474,0.00038910672,0.0007937302,0.00027321122,0.000748575,0.00034801802],"domain_scores_gemma":[0.9950244,0.0027280867,0.0009550446,0.00057296344,0.00037473635,0.00034476537],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000952849,0.00014966441,0.0003207851,0.00016213572,0.00054700626,0.00019739107,0.0008453685,0.00016408674,0.0033916133],"category_scores_gemma":[0.066309094,0.00014858026,0.00008467621,0.00042210222,0.00065387535,0.0045231446,0.00013705665,0.00021042916,0.00018891107],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040956293,0.00013707926,0.9835882,0.000054509077,0.000015916554,2.7283536e-7,0.0007452947,1.5747663e-7,0.000012541416,0.0051166285,0.007794399,0.0024940523],"study_design_scores_gemma":[0.0001534793,0.000040832525,0.94665515,0.00012133264,0.000009567486,1.1429372e-7,0.00011689128,0.0000012756361,0.000064092135,0.0076146177,0.045098085,0.00012456567],"about_ca_topic_score_codex":0.009122456,"about_ca_topic_score_gemma":0.0011987487,"teacher_disagreement_score":0.06535625,"about_ca_system_score_codex":0.00005355618,"about_ca_system_score_gemma":0.0010984301,"threshold_uncertainty_score":0.99751943},"labels":[],"label_agreement":null},{"id":"W6998992429","doi":"","title":"Canadian Legal Professionals' Information Activities: What Do They Do, and How Do They Tweet","year":2018,"lang":"fr","type":"article","venue":"eYLS (Yale Law School)","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social media; Statistical analysis; Journalism; Information source (mathematics); Content analysis","score_opus":0.027420026484028893,"score_gpt":0.3210791602442313,"score_spread":0.29365913376020236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6998992429","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79718107,0.0061977026,0.0000032578316,0.124814935,0.0397638,0.0021361373,0.0001077163,0.00008698674,0.029708391],"genre_scores_gemma":[0.9828389,0.002547456,0.00027238994,0.0040959828,0.0073309788,0.00047204187,0.000037493384,0.00003223843,0.0023724823],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963553,0.0008765817,0.00040628665,0.00039400838,0.00085197063,0.001115871],"domain_scores_gemma":[0.996287,0.0011323781,0.0003846417,0.00040599692,0.000432078,0.001357936],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018612111,0.00032025605,0.00035364658,0.00018734079,0.002339915,0.0021673767,0.00044769328,0.00063265243,0.0011413598],"category_scores_gemma":[0.001752836,0.0003260594,0.00008232229,0.00044877385,0.00090350595,0.009881459,0.00008189657,0.0006841765,0.00076127786],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047429723,0.000119303324,0.01884055,0.000302263,0.000067113746,0.0000040732416,0.2925893,0.0000015179812,0.000013162019,0.4999914,0.028128335,0.15989557],"study_design_scores_gemma":[0.0003243499,0.00013003935,0.0066714096,0.0007773862,0.000034205586,0.0000042909032,0.13174032,0.000007412698,0.00004385954,0.012675118,0.8472002,0.0003913662],"about_ca_topic_score_codex":0.6678288,"about_ca_topic_score_gemma":0.83230406,"teacher_disagreement_score":0.8190719,"about_ca_system_score_codex":0.001691887,"about_ca_system_score_gemma":0.0042004515,"threshold_uncertainty_score":0.9999191},"labels":[],"label_agreement":null},{"id":"W7001612436","doi":"","title":"La justice réparatrice en contexte de violence conjugale : pour quelles résistances?","year":2021,"lang":"fr","type":"other","venue":"Corpus Université Laval (Université Laval)","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Poison control; Economic Justice; Domestic violence; Victimology; Context (archaeology)","score_opus":0.020596706652118935,"score_gpt":0.27464945828841814,"score_spread":0.2540527516362992,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7001612436","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22854865,0.05139577,0.0009817916,0.012431378,0.012945757,0.0023029835,0.00023598931,0.00043588763,0.6907218],"genre_scores_gemma":[0.1711484,0.22478278,0.0031510259,0.00093174865,0.0049620457,0.000049256676,0.00018445581,0.00045514692,0.59433514],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9922517,0.0034544184,0.0004964116,0.0013258682,0.0010317158,0.001439889],"domain_scores_gemma":[0.9892845,0.0070558935,0.0010497519,0.00072254764,0.0007796661,0.001107609],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011718333,0.00084263115,0.0011089852,0.00053309463,0.0019114076,0.00014193337,0.0017949073,0.0017348799,0.0044809077],"category_scores_gemma":[0.0015268886,0.0011584429,0.0005048778,0.0023710064,0.0012524514,0.0004298315,0.00041054896,0.0014472413,0.0004065784],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00053035363,0.00094712235,0.035662044,0.002241766,0.00086334406,0.0028067345,0.33943662,0.000121286364,0.0037468441,0.39389926,0.018232161,0.20151247],"study_design_scores_gemma":[0.0015198236,0.00013365646,0.015010913,0.0019771429,0.0015615139,0.000052826283,0.11518784,0.00009650735,0.0005004634,0.00092122325,0.86186785,0.0011702339],"about_ca_topic_score_codex":0.10897687,"about_ca_topic_score_gemma":0.09233497,"teacher_disagreement_score":0.8436357,"about_ca_system_score_codex":0.0069698542,"about_ca_system_score_gemma":0.0074280007,"threshold_uncertainty_score":0.9995611},"labels":[],"label_agreement":null},{"id":"W7004793992","doi":"","title":"Ottawa U embraces âhigh-tech, high-touchâ medical education","year":2000,"lang":"en","type":"article","venue":"PubMed Central","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Liquation; Diafiltration; Emperipolesis; Triacetin; Durvalumab","score_opus":0.027532028814467237,"score_gpt":0.327821537184627,"score_spread":0.3002895083701597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7004793992","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9136292,0.00033716328,0.0000068283,0.039907437,0.01879869,0.0013312302,0.0000040744135,0.0002459533,0.025739465],"genre_scores_gemma":[0.9814846,0.0008591824,0.00035392423,0.0018139977,0.011240978,0.0020474915,0.0000361241,0.000023247105,0.0021404612],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99603045,0.00041084297,0.00037279527,0.00032984532,0.001114564,0.0017415319],"domain_scores_gemma":[0.9974279,0.000551479,0.000108685315,0.00021268595,0.00008135366,0.0016179373],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015405318,0.00013850314,0.00018652566,0.00008527229,0.0005886481,0.00009959305,0.0004757893,0.0003142439,0.009419684],"category_scores_gemma":[0.006269077,0.00014741294,0.00006206233,0.0005775486,0.00035205565,0.00037574116,0.000014128422,0.00030059754,0.0003020445],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018121877,0.0004347828,0.062731065,0.000027367763,0.000014141315,0.0000024243539,0.029023195,0.0000023369287,0.0000014952163,0.029970692,0.029065926,0.84870845],"study_design_scores_gemma":[0.0001791642,0.000009654816,0.467373,0.000019905428,0.000013464705,0.0000011995496,0.0019332789,0.0000045001184,0.000033111704,0.0021261054,0.5281484,0.000158209],"about_ca_topic_score_codex":0.02423119,"about_ca_topic_score_gemma":0.010376199,"teacher_disagreement_score":0.84855026,"about_ca_system_score_codex":0.0009045404,"about_ca_system_score_gemma":0.005118438,"threshold_uncertainty_score":0.99148583},"labels":[],"label_agreement":null},{"id":"W7006463769","doi":"","title":"Using Twitter to drive research literacy and foster a learning community in a blended graduate course in research methods","year":2023,"lang":"en","type":"book-chapter","venue":"University of Groningen research database (University of Groningen / Centre for Information Technology)","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Roads University","funders":"","keywords":"Course (navigation); Qualitative research; Graduate students; Blended learning; Action research; Literacy; Research methodology; Information literacy; Participatory action research; Teaching method; Electronic learning","score_opus":0.5039398285562037,"score_gpt":0.5205135303818117,"score_spread":0.016573701825608023,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7006463769","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8808109,0.0008132348,0.0041970597,0.036553618,0.0010201483,0.021759328,0.0012536106,0.00050655275,0.053085554],"genre_scores_gemma":[0.51549494,0.020937053,0.36247122,0.00013597359,0.00063962635,0.000073476745,0.0048085996,0.00048361902,0.09495548],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9927126,0.003071391,0.0004976067,0.0005196493,0.0017802245,0.0014185226],"domain_scores_gemma":[0.9891125,0.006089399,0.00043335432,0.0006929191,0.0033207356,0.0003510851],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.025821324,0.00024656748,0.0006487494,0.009287616,0.0029990652,0.000071604394,0.0016284906,0.0008860238,0.000106263586],"category_scores_gemma":[0.0063162297,0.00037514945,0.00010249688,0.0030520582,0.0035191665,0.0017207179,0.002325497,0.004849759,0.000060016726],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012818591,0.000287212,0.0061204764,0.001975194,0.00022895835,0.000075670076,0.7669958,0.00012458753,0.00016648385,0.11192338,0.005981622,0.10483876],"study_design_scores_gemma":[0.0021816834,0.0005795798,0.0021845822,0.0034448027,0.000067446876,0.0000018688446,0.6853813,0.0018264282,0.00006262811,0.012586885,0.2911239,0.000558945],"about_ca_topic_score_codex":0.043083925,"about_ca_topic_score_gemma":0.03464864,"teacher_disagreement_score":0.36531594,"about_ca_system_score_codex":0.0024207556,"about_ca_system_score_gemma":0.0023604657,"threshold_uncertainty_score":0.99987006},"labels":[],"label_agreement":null},{"id":"W70093986","doi":"10.1007/s12630-014-0151-8","title":"Beyond the printed page: Leveraging social media to extend the Journal’s influence","year":2014,"lang":"en","type":"editorial","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Social media; Computer science; World Wide Web; Data science; Advertising; Business","score_opus":0.02692790328700568,"score_gpt":0.29718857242614516,"score_spread":0.2702606691391395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W70093986","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18596937,0.002383133,0.00001612058,0.10852366,0.70136434,0.0010680384,0.000020466357,0.000022248043,0.0006326611],"genre_scores_gemma":[0.1317246,0.0009065798,0.00013441396,0.0009149141,0.86572456,0.000045337343,0.000011412942,0.00018431706,0.00035387426],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9868527,0.0038787175,0.0023057803,0.000416882,0.0039273445,0.0026185894],"domain_scores_gemma":[0.9682436,0.012686005,0.0043284674,0.0006475775,0.0071820994,0.0069122803],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.022451516,0.0007766907,0.0012917992,0.001391281,0.009856743,0.0021569591,0.0052431547,0.0013578763,0.00033711814],"category_scores_gemma":[0.0452059,0.0005537796,0.00061521755,0.0017100087,0.0016287911,0.0007972473,0.000041252544,0.008259048,0.000064202955],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000064434156,0.000014492088,0.00023623236,0.000031961095,0.00010525145,0.02144333,0.13156767,0.00007422427,0.0000012366735,0.0002848461,0.8385335,0.007642795],"study_design_scores_gemma":[0.00038402196,0.0002302937,0.0023959223,0.0004006597,0.0003278972,0.114216164,0.017413845,0.0000012634829,0.0000011944514,0.001836268,0.8622253,0.0005671698],"about_ca_topic_score_codex":0.07396439,"about_ca_topic_score_gemma":0.33823374,"teacher_disagreement_score":0.26426935,"about_ca_system_score_codex":0.0067984997,"about_ca_system_score_gemma":0.064813375,"threshold_uncertainty_score":0.99993855},"labels":[],"label_agreement":null},{"id":"W7011848666","doi":"","title":"Nursing Activism in the Era of Social Media","year":2023,"lang":"en","type":"dissertation","venue":"University Library (University of Saskatchewan)","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social media; Politics; Social justice; Social work; Participant observation; Social activism; Social issues","score_opus":0.033259438229835014,"score_gpt":0.27820829850910567,"score_spread":0.24494886027927065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7011848666","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9742491,0.00004932401,0.0000033607253,0.004993163,0.0022219685,0.0006551453,0.00007604089,0.000099518846,0.017652346],"genre_scores_gemma":[0.9936769,0.00035098614,0.00028813878,0.000018613187,0.00035334908,3.8086748e-7,0.00050080504,0.000024640945,0.0047862087],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99796146,0.00063067186,0.00016731753,0.00028022594,0.0006313347,0.00032898865],"domain_scores_gemma":[0.99721247,0.0019278923,0.00048267146,0.0001811514,0.00010005648,0.000095781994],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036883872,0.0001599739,0.0004017569,0.00045652775,0.0007210125,0.00001556224,0.0010490791,0.00056095206,0.0003924728],"category_scores_gemma":[0.00016374061,0.00021536897,0.00019614358,0.0017614545,0.00062243774,0.00091309665,0.00004091485,0.00068553677,0.000022438346],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016762062,0.0001258836,0.0017135466,0.00011741761,0.000025493799,0.00002188238,0.97884774,6.569715e-7,0.000010730989,0.00223255,0.0018884809,0.014847998],"study_design_scores_gemma":[0.00028471,0.000016614924,0.12927732,0.0002551824,0.000071346076,7.731396e-8,0.86376375,0.0000013363197,0.00001786114,0.0012830918,0.004879761,0.00014896343],"about_ca_topic_score_codex":0.01941705,"about_ca_topic_score_gemma":0.07535235,"teacher_disagreement_score":0.12756377,"about_ca_system_score_codex":0.0002703672,"about_ca_system_score_gemma":0.0026094709,"threshold_uncertainty_score":0.98711276},"labels":[],"label_agreement":null},{"id":"W7014811591","doi":"","title":"2016 (Q1) Russian Facebook Ads","year":2016,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Presidential system; The Internet; Social media; Presidential campaign","score_opus":0.01715452573093526,"score_gpt":0.2678346677207003,"score_spread":0.25068014198976507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7014811591","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000005175454,0.00028983955,3.4643915e-7,0.0023223055,0.003856211,0.0020243274,0.00009795523,0.00030262052,0.9911012],"genre_scores_gemma":[0.000109509856,0.0014357344,0.0004064061,0.00031690448,0.0018775418,0.00031417236,0.0000493201,0.00012670636,0.9953637],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99760765,0.00027274873,0.00064515375,0.0002179122,0.00072701863,0.0005295184],"domain_scores_gemma":[0.99766964,0.0006718947,0.000854599,0.00034711676,0.00015017416,0.0003065998],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006115723,0.0002858676,0.00040937721,0.000118077,0.00023994724,0.000057712958,0.00048802295,0.0007454229,0.7713798],"category_scores_gemma":[0.0009795234,0.00026541477,0.00014645414,0.000010665539,0.00047439185,3.646277e-7,0.000050557235,0.00024835585,0.09473778],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018916164,0.00002275551,0.000008458066,0.00019449506,0.000024628875,0.0000019883212,0.0020963193,5.730067e-7,5.1863086e-8,0.0007025053,0.9837244,0.013204904],"study_design_scores_gemma":[0.00027813594,0.00005117423,0.000017628014,0.00043688086,0.000028443503,0.000002270156,0.00047112608,1.8776547e-7,0.0000015427538,0.000056580528,0.9983551,0.0003009391],"about_ca_topic_score_codex":0.04665593,"about_ca_topic_score_gemma":0.011972323,"teacher_disagreement_score":0.67664206,"about_ca_system_score_codex":0.00026027032,"about_ca_system_score_gemma":0.0004490618,"threshold_uncertainty_score":0.9999798},"labels":[],"label_agreement":null},{"id":"W7015828455","doi":"","title":"Utilizing Social Media to Educate School Nutrition Professionals","year":2016,"lang":"en","type":"article","venue":"Journal of Bioresource Management","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social media; Agency (philosophy); Resource (disambiguation); Test (biology); Quarter (Canadian coin); Taste; Best practice; Nutrition Education","score_opus":0.09278009592900956,"score_gpt":0.40443301100514184,"score_spread":0.3116529150761323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7015828455","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81627214,0.00027202634,0.00038254695,0.16396211,0.011393983,0.0016343481,0.000004649111,0.000050190112,0.006028],"genre_scores_gemma":[0.9807853,0.00037111877,0.0038079924,0.001226881,0.013073045,0.0002417221,8.895689e-7,0.000022773434,0.0004702557],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976541,0.00035991456,0.0005139951,0.00015029608,0.0009348477,0.00038687093],"domain_scores_gemma":[0.9979436,0.0007972757,0.00043461667,0.0000985036,0.00029381135,0.00043218638],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020812543,0.00010098909,0.00020101898,0.0003884285,0.0004908182,0.0000543261,0.00035809854,0.000093084884,0.00044182516],"category_scores_gemma":[0.0019319727,0.00007529959,0.00010417633,0.0004904468,0.000109887515,0.00019184963,0.00006461154,0.00013571477,0.00015457395],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018302134,0.0010349659,0.005217532,0.00016581608,0.000096003496,0.00002190395,0.08826725,6.0143145e-7,0.00038913425,0.015532432,0.21748129,0.67161006],"study_design_scores_gemma":[0.00079700374,0.00008326798,0.091431566,0.00081089826,0.000056129717,0.0000015644696,0.065299444,2.5106394e-7,0.00013972264,0.0024878802,0.83870363,0.00018864614],"about_ca_topic_score_codex":0.000046197634,"about_ca_topic_score_gemma":0.000058299687,"teacher_disagreement_score":0.6714214,"about_ca_system_score_codex":0.0007056245,"about_ca_system_score_gemma":0.00027407586,"threshold_uncertainty_score":0.48376757},"labels":[],"label_agreement":null},{"id":"W7017724870","doi":"","title":"Calgary Woman Swindled out of Nearly $500K in Online Dating Scam","year":2023,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Narrative; Ethnic group; The Internet; Feature (linguistics)","score_opus":0.07632386944497759,"score_gpt":0.3788141452123379,"score_spread":0.3024902757673603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7017724870","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98460007,0.00011531797,0.0000040332366,0.0029990876,0.0037373658,0.00076633046,0.000013494756,0.00016639265,0.0075979093],"genre_scores_gemma":[0.9953993,0.000085515494,0.0013334242,0.0005713497,0.0016321762,0.00022512498,0.00006466508,0.000027919265,0.0006605184],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977709,0.00038879114,0.0004808028,0.00027722324,0.000540179,0.0005421086],"domain_scores_gemma":[0.99793285,0.0012371825,0.00018566138,0.0002564488,0.00012003882,0.000267798],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014921931,0.000111247995,0.00025765598,0.00014146147,0.00034220406,0.000048104597,0.00035251756,0.00017871145,0.00036703396],"category_scores_gemma":[0.0053333286,0.00012799165,0.00005663528,0.0010991073,0.00023727924,0.00030822062,0.00006628884,0.00034545572,0.0003665737],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005085372,0.00046181135,0.80104315,0.00024773023,0.00003048946,0.000020711985,0.11173976,0.000040630126,0.0011658653,0.040498186,0.0064285784,0.038272254],"study_design_scores_gemma":[0.0010180103,0.00012216353,0.87457305,0.0003950992,0.000020607264,2.681126e-7,0.028859178,0.0002664281,0.0002931951,0.005090965,0.08891012,0.00045093833],"about_ca_topic_score_codex":0.067428716,"about_ca_topic_score_gemma":0.09746855,"teacher_disagreement_score":0.08288059,"about_ca_system_score_codex":0.00027652312,"about_ca_system_score_gemma":0.0006739154,"threshold_uncertainty_score":0.9387814},"labels":[],"label_agreement":null},{"id":"W7019420434","doi":"","title":"Google spent $5M on political persuasion during 1st quarter amid various government probes | StarTribune.com","year":2012,"lang":"en","type":"other","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Government (linguistics); Politics; Persuasion","score_opus":0.05461631110141012,"score_gpt":0.355931987358925,"score_spread":0.3013156762575149,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019420434","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0075968388,0.0002940276,0.000014052328,0.01317543,0.011425817,0.0030042646,0.000052994677,0.0003823156,0.9640543],"genre_scores_gemma":[0.30320382,0.0003419592,0.00054688647,0.0009588697,0.0185343,0.0011529672,0.00004558539,0.0004939944,0.6747216],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99616265,0.00034628986,0.0003340202,0.00045610292,0.0015387882,0.001162133],"domain_scores_gemma":[0.9982337,0.0004915349,0.0002188383,0.00035512733,0.000040519142,0.0006603169],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005223249,0.00029653736,0.00035789012,0.000099620716,0.00040398832,0.000078894554,0.00034705875,0.00056524004,0.014106887],"category_scores_gemma":[0.0005760516,0.00027607378,0.00010516885,0.00017037072,0.00023805977,0.00008492224,0.0000663642,0.00039535432,0.0015236384],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008593032,0.0020454887,0.020992355,0.0006171807,0.00012316645,0.000010911419,0.04016189,3.581312e-7,0.000032154792,0.2823459,0.64587533,0.0077093164],"study_design_scores_gemma":[0.00028660794,0.00011931883,0.006800579,0.0002357128,0.000041448446,6.220317e-7,0.010461218,0.0000010331389,0.00007888835,0.00025184202,0.981321,0.0004017652],"about_ca_topic_score_codex":0.02652739,"about_ca_topic_score_gemma":0.006284273,"teacher_disagreement_score":0.3354456,"about_ca_system_score_codex":0.0030220551,"about_ca_system_score_gemma":0.00041631644,"threshold_uncertainty_score":0.9999691},"labels":[],"label_agreement":null},{"id":"W7020590061","doi":"","title":"MasTec Announces Record Third Quarter Results with Increased Revenue, Earnings and Margins - Spokane, North Idaho News &amp;amp; Weather KHQ.com","year":2013,"lang":"en","type":"other","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Earnings; Quarter (Canadian coin); Margin (machine learning); Period (music); Nowcasting","score_opus":0.043842858242456206,"score_gpt":0.31381679432387505,"score_spread":0.26997393608141884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7020590061","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06468113,0.00050049066,0.00005309055,0.008360094,0.0033412776,0.003536868,0.00020069048,0.00042062742,0.91890574],"genre_scores_gemma":[0.0010218766,0.0016741719,0.0055238935,0.0007318618,0.0042691915,0.00078214414,0.00025361212,0.00028383726,0.9854594],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966111,0.00065905007,0.0004948769,0.00074916723,0.0007789888,0.00070680643],"domain_scores_gemma":[0.99709034,0.0009056298,0.0008066735,0.00055369455,0.00017083072,0.000472849],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007605461,0.000424912,0.0005993466,0.0002907292,0.00042998476,0.00018931666,0.0004087302,0.0006349164,0.0028107197],"category_scores_gemma":[0.0012908435,0.00035476958,0.00006603349,0.0006110035,0.00067877,0.00022338837,0.000040661165,0.00055861124,0.0014009377],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000058831392,0.000048708825,0.09867334,0.00007581976,0.0000360611,0.0000015458236,0.020702386,5.6317077e-8,8.807218e-7,0.000113360395,0.87637895,0.0039100437],"study_design_scores_gemma":[0.0004466637,0.0000706979,0.03714165,0.00031128954,0.000042456664,0.0000013243472,0.004202224,5.428622e-7,1.0503058e-7,0.0000604407,0.9572828,0.00043982788],"about_ca_topic_score_codex":0.4797897,"about_ca_topic_score_gemma":0.7013053,"teacher_disagreement_score":0.22151561,"about_ca_system_score_codex":0.00021003006,"about_ca_system_score_gemma":0.0007824721,"threshold_uncertainty_score":0.99989045},"labels":[],"label_agreement":null},{"id":"W7027010472","doi":"","title":"Canadian Conference on Medical Education April 18-21, 2020","year":2020,"lang":"en","type":"article","venue":"PubMed Central","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Continuing medical education; MEDLINE; Higher education","score_opus":0.09624227327285632,"score_gpt":0.3498027763269414,"score_spread":0.25356050305408506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7027010472","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24062212,0.00015469028,0.000017712156,0.66195697,0.021482905,0.0018303501,0.00001251942,0.00013491006,0.073787816],"genre_scores_gemma":[0.9753061,0.00023018003,0.000069304624,0.015150074,0.008301752,0.0007452803,0.00002790869,0.000012116854,0.00015730418],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99716884,0.0002822913,0.00020107387,0.00026189518,0.0007113642,0.0013745328],"domain_scores_gemma":[0.9944566,0.0002671886,0.00006731489,0.00010411824,0.00009000722,0.005014778],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00069550157,0.00009570771,0.00013141145,0.000044800876,0.00036803161,0.00007680983,0.00035554092,0.00019532775,0.003272368],"category_scores_gemma":[0.015437847,0.00010783806,0.000037281316,0.00042367761,0.0001474374,0.00012571544,0.000012175705,0.00029670817,0.00021364367],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030523235,0.00016555688,0.1826297,0.000044294542,0.000015591404,0.000009209201,0.101720475,0.0000018877954,0.0000015635673,0.109977946,0.20591362,0.39948964],"study_design_scores_gemma":[0.00017210607,0.000022549688,0.33657706,0.000022680666,0.00001000364,5.0928196e-7,0.0054422347,0.00006563048,0.000011101244,0.0010039726,0.6564856,0.00018654332],"about_ca_topic_score_codex":0.28880677,"about_ca_topic_score_gemma":0.41652364,"teacher_disagreement_score":0.73468393,"about_ca_system_score_codex":0.0016549543,"about_ca_system_score_gemma":0.024027754,"threshold_uncertainty_score":0.99763876},"labels":[],"label_agreement":null},{"id":"W7028653050","doi":"","title":"Exploring the relationship between practice demographics, online presence, and social media use for clear aligner therapy: a survey of general dentists and orthodontists","year":2023,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"University of Manitoba","keywords":"Social media; Demographics; Social media marketing; Computer-assisted web interviewing; Significant difference; Online advertising","score_opus":0.42109105962597465,"score_gpt":0.3941540305163586,"score_spread":0.02693702910961604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7028653050","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99485564,0.00018310148,0.000016588514,0.0019617246,0.0016824617,0.0010385739,0.00021010109,0.0000329779,0.000018829985],"genre_scores_gemma":[0.99298257,0.0035457143,0.0016529604,0.000011630581,0.0005692608,0.000015663692,0.0009913023,0.00003538558,0.0001955278],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979001,0.0009426683,0.00018258125,0.0002663708,0.0004789782,0.00022929147],"domain_scores_gemma":[0.97793025,0.02062455,0.000591019,0.00012574841,0.00064564554,0.000082809805],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0019632324,0.00013024927,0.00030647052,0.000231501,0.0010872412,0.00004929944,0.00023944788,0.0002616058,7.278483e-7],"category_scores_gemma":[0.009740566,0.00015265272,0.00006829607,0.0006173273,0.00042509366,0.00059407944,0.000038371407,0.0002531737,6.8815575e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018670232,0.00003189973,0.93095964,0.00013131158,0.00007236769,9.888704e-7,0.061580863,2.7902573e-7,0.0000023717969,0.001618336,0.00057556364,0.004839672],"study_design_scores_gemma":[0.000234733,0.000030649826,0.8729517,0.00005713276,0.00011849642,1.0394553e-7,0.12434602,0.0000033380707,9.261336e-7,0.00015592872,0.0019895346,0.00011143191],"about_ca_topic_score_codex":0.12333784,"about_ca_topic_score_gemma":0.93667555,"teacher_disagreement_score":0.81333774,"about_ca_system_score_codex":0.000069975824,"about_ca_system_score_gemma":0.0003153395,"threshold_uncertainty_score":0.9986008},"labels":[],"label_agreement":null},{"id":"W7033762125","doi":"","title":"Social Media Usage by Dental Hygiene Educators","year":2019,"lang":"en","type":"article","venue":"OhioLink ETD Center (Ohio Library and Information Network)","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"College of Dentistry, Ohio State University; Ohio State University","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Liquation; Diafiltration; Emperipolesis; Triacetin; Demotion","score_opus":0.018066644888025202,"score_gpt":0.27043771290719293,"score_spread":0.25237106801916775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7033762125","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29136762,0.00036747174,0.000019475297,0.006769586,0.0120255025,0.0011985407,0.000058242458,0.0002528315,0.6879407],"genre_scores_gemma":[0.98853797,0.0014491909,0.00021150247,0.004137624,0.004329296,0.00013692638,0.0008357259,0.000020803374,0.0003409461],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981183,0.00024698448,0.00048413553,0.00017543891,0.0003823171,0.00059284363],"domain_scores_gemma":[0.99863684,0.000624194,0.00026777692,0.00012847391,0.000032782773,0.00030991386],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00038453337,0.00016972423,0.00021646026,0.00010894036,0.0006823007,0.00027781134,0.0002739716,0.0002537103,0.0014790826],"category_scores_gemma":[0.00012400834,0.00018007112,0.00006740827,0.0005301206,0.00017894371,0.009769904,0.00008509005,0.00028044157,0.00028228367],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060010705,0.00007998152,0.045463126,0.00007982739,0.000020861255,2.623172e-7,0.045361057,0.000005035726,0.0000026462747,0.7341878,0.12867706,0.04606237],"study_design_scores_gemma":[0.0004295356,0.00002128125,0.022909062,0.000043787604,0.0000069864022,8.9981916e-7,0.0012804754,0.00004100865,0.000015286108,0.0007088168,0.97433066,0.0002121869],"about_ca_topic_score_codex":0.00000258938,"about_ca_topic_score_gemma":0.000010892943,"teacher_disagreement_score":0.8456536,"about_ca_system_score_codex":0.000060482882,"about_ca_system_score_gemma":0.00028441715,"threshold_uncertainty_score":0.9994337},"labels":[],"label_agreement":null},{"id":"W7036973766","doi":"","title":"Dissociation : Vol. 4, No. 2, p. 079-082 : Multiple personality disorder and the social systems: 185 cases","year":2005,"lang":"en","type":"article","venue":"Scholars' Bank (University of Oregon)","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Musée de la Civilisation","funders":"","keywords":"Multiple Personality Disorder; Personality; Dissociative identity disorder; Mental health; Dissociation (chemistry)","score_opus":0.03758997731095222,"score_gpt":0.30348047901885666,"score_spread":0.26589050170790446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7036973766","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9830062,0.00076110254,0.000053995856,0.011690139,0.0017635743,0.0009870967,0.000037893336,0.000064322114,0.0016356679],"genre_scores_gemma":[0.9972426,0.00028117807,0.00024299133,0.00008031499,0.0013689367,0.000009374104,0.000017385784,0.000009255376,0.00074792455],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978317,0.00087694754,0.00016862516,0.0002512165,0.0005488171,0.00032266713],"domain_scores_gemma":[0.99700785,0.0016425534,0.00029633744,0.00014088835,0.00078039325,0.00013200197],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0017700505,0.00011429662,0.00025979898,0.0000702737,0.0029419917,0.00008169335,0.0003040459,0.00020429496,0.00023264241],"category_scores_gemma":[0.006730507,0.00011933268,0.00010598595,0.00037766152,0.0010390262,0.0008884535,0.00006795278,0.00029813207,0.00006847146],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043888413,0.0003185127,0.51614106,0.00018366204,0.00013021728,0.000003829811,0.39839184,0.0000097875245,0.000022320382,0.035645083,0.009064755,0.03965002],"study_design_scores_gemma":[0.0021892812,0.00003186717,0.6346048,0.000041932642,0.000105149324,8.362739e-7,0.1437899,0.00032954483,0.0000014908316,0.00026018746,0.21840751,0.00023748218],"about_ca_topic_score_codex":0.045095433,"about_ca_topic_score_gemma":0.022806484,"teacher_disagreement_score":0.25460196,"about_ca_system_score_codex":0.0004201528,"about_ca_system_score_gemma":0.00034549716,"threshold_uncertainty_score":0.99835604},"labels":[],"label_agreement":null},{"id":"W7069811973","doi":"","title":"Originals Microsoft Office++1800-290-5189++ Support Helpline Number..Outlook 365 Support phone number USA+CANADA","year":2016,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Helpline; Phone; Toll; Telephone number; Microsoft Office; Telephone line","score_opus":0.029520714744705502,"score_gpt":0.35135315787484717,"score_spread":0.32183244313014164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7069811973","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004432968,0.000005213298,0.00009278501,0.0024037126,0.013966723,0.0041740816,0.00030559584,0.00048538728,0.97413355],"genre_scores_gemma":[0.0045202463,0.0012943931,0.0012537489,0.0009947433,0.004961385,0.0020206259,0.00022886928,0.00066770863,0.98405826],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98862594,0.0016956102,0.0016269443,0.0036522215,0.00231884,0.0020804584],"domain_scores_gemma":[0.98887265,0.0031000457,0.0017814725,0.0041897446,0.00059216935,0.0014639426],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0074713593,0.0010238143,0.0014821199,0.0002593544,0.00077919086,0.0002894936,0.0029306212,0.0015808963,0.97350883],"category_scores_gemma":[0.010483366,0.001140426,0.00040875023,0.0006632922,0.001068403,0.00041338697,0.00091440853,0.0012263382,0.9369136],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007704578,0.00034881453,0.07187208,0.00029287924,0.00023234154,0.000058310434,0.0037882023,8.1501037e-7,0.0000914743,0.0011807199,0.9079638,0.014093504],"study_design_scores_gemma":[0.0006981055,0.0000012653225,0.0037859404,0.0003212648,0.00014939267,0.000026890502,0.0006515972,7.2827163e-7,0.00034072925,0.00052180514,0.992379,0.0011232628],"about_ca_topic_score_codex":0.6407919,"about_ca_topic_score_gemma":0.60629046,"teacher_disagreement_score":0.084415205,"about_ca_system_score_codex":0.0032813177,"about_ca_system_score_gemma":0.014951889,"threshold_uncertainty_score":0.99971527},"labels":[],"label_agreement":null},{"id":"W7070334237","doi":"","title":"Ontario Bird Records Committee Report for 1987","year":2024,"lang":"en","type":"article","venue":"Digital Commons - University of South Florida (University of South Florida)","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Government (linguistics); Legislation; Feature (linguistics)","score_opus":0.06466329756356756,"score_gpt":0.27586394070487363,"score_spread":0.21120064314130607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7070334237","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95388216,0.00011316935,0.006019951,0.0023918129,0.006529307,0.0014714834,0.00070658437,0.00046841352,0.028417114],"genre_scores_gemma":[0.99185187,0.000023327719,0.0015021487,0.000015095198,0.00049923605,0.0000012619724,0.00016095229,0.000038801893,0.005907315],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974924,0.0001122257,0.0003461789,0.00061875256,0.0008015819,0.00062890217],"domain_scores_gemma":[0.99687195,0.0010802025,0.00043639736,0.0005553578,0.0006017896,0.0004542971],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0007974871,0.0002789692,0.0006166679,0.0005307068,0.0013740566,0.00010607132,0.0010008449,0.0003747733,0.0003536005],"category_scores_gemma":[0.00051994907,0.00041493357,0.0005194714,0.0010835356,0.0013370345,0.0012598427,0.00025384626,0.00048274364,0.00013628397],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000592924,0.00016816783,0.3654556,0.00047684417,0.00038875817,0.00023618876,0.6042474,0.000020996737,0.000009495448,0.012470172,0.006815092,0.009118358],"study_design_scores_gemma":[0.0011448277,0.0002888142,0.053431228,0.00035376794,0.0003458881,0.000006059293,0.33174852,0.000105786676,0.000008514205,0.0014440396,0.6104502,0.0006723417],"about_ca_topic_score_codex":0.088251725,"about_ca_topic_score_gemma":0.11579026,"teacher_disagreement_score":0.60363513,"about_ca_system_score_codex":0.0009850075,"about_ca_system_score_gemma":0.0022677523,"threshold_uncertainty_score":0.99992603},"labels":[],"label_agreement":null},{"id":"W7071357660","doi":"","title":"Singing Machine Reports 31% Increase in Net Sales in Third Quarter 2018 Results","year":2018,"lang":"en","type":"other","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Singing; The Internet; Consumption (sociology)","score_opus":0.04584780940640117,"score_gpt":0.3740357006173421,"score_spread":0.32818789121094094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071357660","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009149869,0.0004808735,0.0000057395378,0.0033529522,0.008372454,0.001561569,0.000011643673,0.00022569475,0.9768392],"genre_scores_gemma":[0.068329856,0.0013531537,0.006768541,0.0016367064,0.020783423,0.0011966513,0.0005429542,0.00062952517,0.8987592],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99736845,0.00046347882,0.0006816493,0.00049641484,0.00045446877,0.0005355188],"domain_scores_gemma":[0.99807787,0.00083336857,0.000490394,0.0003640568,0.00004255448,0.00019178499],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00258321,0.00020232856,0.0003622096,0.00057626364,0.00012623871,0.00005263119,0.00019967312,0.0005705351,0.0010669035],"category_scores_gemma":[0.004878599,0.00020558154,0.00004177621,0.0006366475,0.00029947908,0.00009598559,0.000032863412,0.00027590038,0.00036115793],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024864108,0.00009735172,0.06092924,0.000051731407,0.0000054494917,0.00005133172,0.022431852,1.3975466e-7,0.0000013564447,0.0003149559,0.914943,0.0011487363],"study_design_scores_gemma":[0.00025692786,0.000027243344,0.015481183,0.0005121529,0.0000065432364,0.0000015679204,0.002918262,0.000005382373,0.0000012679346,0.00085724803,0.9796599,0.00027229587],"about_ca_topic_score_codex":0.4685421,"about_ca_topic_score_gemma":0.59864956,"teacher_disagreement_score":0.13010748,"about_ca_system_score_codex":0.0005586852,"about_ca_system_score_gemma":0.0010272387,"threshold_uncertainty_score":0.9998463},"labels":[],"label_agreement":null},{"id":"W7071367048","doi":"","title":"Social Networking Stocks; Linkedin.com (NASDAQ:LNKD) Soars on Second Quarter Results","year":2012,"lang":"en","type":"other","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); The Internet; Social media","score_opus":0.13230191221606377,"score_gpt":0.41068763475262693,"score_spread":0.27838572253656313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071367048","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00012577932,0.00040656267,0.000013589513,0.010351284,0.035687815,0.0019279831,0.000034466822,0.00054516457,0.95090735],"genre_scores_gemma":[0.010430902,0.00020785783,0.00030313304,0.0016512799,0.11797555,0.000672093,0.00012578016,0.0004918162,0.8681416],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99623233,0.00060789386,0.00055102626,0.0005601589,0.0009045364,0.0011440644],"domain_scores_gemma":[0.9969508,0.001550204,0.0006682583,0.0003358667,0.00008512222,0.0004097527],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0015047181,0.0003767759,0.00052559027,0.00029075143,0.0008462631,0.0001173082,0.00050327304,0.0014979052,0.012471207],"category_scores_gemma":[0.00053442066,0.00039043694,0.00017328023,0.0004501297,0.00036673457,0.00011073342,0.00004284448,0.00078870717,0.0014726479],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020228992,0.00008382877,0.000334295,0.00003961161,0.00003142473,6.784163e-7,0.029217653,5.6456543e-8,1.8264782e-7,0.0058017713,0.936616,0.027854262],"study_design_scores_gemma":[0.00032918144,0.000052286225,0.00069397857,0.00014453176,0.00003186146,1.3576708e-7,0.0036960219,0.000001518553,6.2205896e-7,0.00046109242,0.9941723,0.000416509],"about_ca_topic_score_codex":0.008669086,"about_ca_topic_score_gemma":0.025650581,"teacher_disagreement_score":0.082765765,"about_ca_system_score_codex":0.00058180647,"about_ca_system_score_gemma":0.00073385215,"threshold_uncertainty_score":0.99985474},"labels":[],"label_agreement":null},{"id":"W70744083","doi":"10.1007/s12630-015-0354-7","title":"Just who is “Skeptical Scalpel”?","year":2015,"lang":"en","type":"editorial","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Skepticism; Computer science; Philosophy; Epistemology","score_opus":0.047688095933719074,"score_gpt":0.3311017967047275,"score_spread":0.2834137007710084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W70744083","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.041467756,0.0052870084,0.000003216106,0.037604135,0.9103837,0.00081703963,0.00006459137,0.000028653001,0.004343875],"genre_scores_gemma":[0.011887334,0.0012448817,0.0002948551,0.00024622597,0.9835007,0.000030475107,0.000035713074,0.00022039127,0.0025394326],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98912096,0.0013467558,0.002171165,0.0005411692,0.0041321074,0.002687856],"domain_scores_gemma":[0.97213113,0.0026350429,0.0026285027,0.0005266423,0.007981494,0.014097187],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.009993685,0.00077377656,0.0017630442,0.0019258852,0.002368463,0.0012707219,0.0026845208,0.0029028738,0.0012185953],"category_scores_gemma":[0.02479699,0.000807979,0.0006808605,0.0013320255,0.0015576918,0.0009888681,0.000018338911,0.0054958,0.00017032583],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00004834088,0.000025662011,0.0005653983,0.00006366402,0.00008343044,0.108717404,0.028187798,0.000004047937,8.108196e-8,0.0003241114,0.858461,0.0035190417],"study_design_scores_gemma":[0.00055786263,0.0005472141,0.00028886567,0.000699884,0.00029833557,0.11723795,0.006232398,0.0000014187888,8.114624e-7,0.00093605777,0.8725121,0.000687114],"about_ca_topic_score_codex":0.2077851,"about_ca_topic_score_gemma":0.24280977,"teacher_disagreement_score":0.16186163,"about_ca_system_score_codex":0.011833825,"about_ca_system_score_gemma":0.17369546,"threshold_uncertainty_score":0.99976605},"labels":[],"label_agreement":null},{"id":"W7083289219","doi":"10.22329/uwdj.v2i1.8997","title":"Step 5: Disseminating Your Podcast","year":2024,"lang":"en","type":"article","venue":"UWill Discover Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Dissemination; Futures contract; Information Dissemination","score_opus":0.09394938118535727,"score_gpt":0.44597287906361577,"score_spread":0.3520234978782585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7083289219","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8838045,0.004951798,0.0014587886,0.02247371,0.046072483,0.0005819129,0.000014838374,0.00018799937,0.040453997],"genre_scores_gemma":[0.98727745,0.0005991462,0.00072893524,0.00016985716,0.009713237,0.000040373026,0.0000027937735,0.000024356536,0.0014438411],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983503,0.00021737689,0.0002721598,0.00015771521,0.00057952804,0.00042291504],"domain_scores_gemma":[0.99860907,0.0008530659,0.000087029795,0.00008084459,0.00008929816,0.00028070714],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012757332,0.00009160096,0.000111669535,0.00012467618,0.00089465687,0.00066578115,0.0002137651,0.00008566258,0.0007307132],"category_scores_gemma":[0.0023007009,0.0000816468,0.00009391665,0.000422794,0.00012755342,0.0007792916,0.00002267687,0.00047072937,0.00015947412],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010718031,0.000093455725,0.041357193,0.00009585308,0.00005431316,0.000099448975,0.23024261,0.000007717227,0.00014692487,0.057909235,0.03466698,0.63531554],"study_design_scores_gemma":[0.00018048107,0.00006161545,0.044546455,0.00068084884,0.000055051285,0.00007231845,0.10205109,0.00019431941,0.00003861418,0.0076151816,0.8441589,0.00034513144],"about_ca_topic_score_codex":0.0010647904,"about_ca_topic_score_gemma":0.00048638586,"teacher_disagreement_score":0.80949193,"about_ca_system_score_codex":0.00048258938,"about_ca_system_score_gemma":0.0009974873,"threshold_uncertainty_score":0.8000797},"labels":[],"label_agreement":null},{"id":"W7093321654","doi":"10.1177/08445621231207546\"&gt;10.1177/08445621231207546&lt;/a&gt;&lt;/p&gt","title":"Challenges and Opportunities in Recruiting Research Participants Using Facebook: Lessons Learned from an Exemplar Study","year":2023,"lang":"en","type":"article","venue":"Scholar Commons (University of South Carolina)","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social media; Online research methods; The Internet; Period (music)","score_opus":0.8524273513841004,"score_gpt":0.5233922221371968,"score_spread":0.3290351292469036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7093321654","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9876844,0.00037841446,0.0000012376235,0.009645571,0.00026581052,0.0010230978,0.00002918006,0.00007927032,0.000892971],"genre_scores_gemma":[0.9982498,0.0014204521,0.00014365597,0.0000071194954,0.00010248677,0.00001162521,0.000008408029,0.000012832802,0.00004360343],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99529403,0.0030672667,0.0001442255,0.00034614414,0.00059092167,0.00055740203],"domain_scores_gemma":[0.9978128,0.0012635781,0.000114803755,0.00028233734,0.00022868166,0.00029778163],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0069041266,0.00009047576,0.00026343737,0.00054396474,0.0018258125,0.000043998745,0.00036817498,0.0001581387,0.000027904347],"category_scores_gemma":[0.0016463931,0.00013131076,0.000029466428,0.0005765112,0.0005317899,0.000554133,0.00021578952,0.0006421518,0.000016754833],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032974967,0.000090173744,0.13289337,0.000019130532,0.00001610437,0.00003732054,0.8200709,0.00000852789,0.000048333684,0.0009513675,0.000007289427,0.045824494],"study_design_scores_gemma":[0.0003026941,0.00005665189,0.3143539,0.00006185952,0.000017199118,8.455223e-8,0.68242073,0.000104782164,0.000002643076,0.0010161782,0.0015798105,0.0000834385],"about_ca_topic_score_codex":0.027025389,"about_ca_topic_score_gemma":0.0688094,"teacher_disagreement_score":0.18146054,"about_ca_system_score_codex":0.00019174838,"about_ca_system_score_gemma":0.0005136839,"threshold_uncertainty_score":0.9994737},"labels":[],"label_agreement":null},{"id":"W7095182684","doi":"","title":"The imageof thenurseon the Internet","year":2016,"lang":"en","type":"article","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"The Internet; Scope (computer science); Mass media; Content analysis; Internet research; Government (linguistics)","score_opus":0.08879745649348697,"score_gpt":0.42026671352825806,"score_spread":0.3314692570347711,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7095182684","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23227015,0.00027019286,0.00019726592,0.5502325,0.013553661,0.0010313609,7.858281e-7,0.000117376294,0.2023267],"genre_scores_gemma":[0.9871663,0.000267165,0.000026176267,0.00054765004,0.0012449191,0.00024022334,8.7154646e-8,0.0000041968797,0.010503273],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991178,0.00027975847,0.00009163451,0.00007228799,0.00021398813,0.00022455415],"domain_scores_gemma":[0.994513,0.0051762536,0.000044739932,0.00015086637,0.000062722815,0.000052425545],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012483197,0.000033168377,0.00003206123,0.0000073186347,0.0006471537,0.000055000604,0.0003428882,0.000032970558,0.00046709113],"category_scores_gemma":[0.0036575228,0.000011418361,0.000023253071,0.00010448522,0.0005328054,0.00007832085,0.000018888277,0.000048345166,0.0004142154],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000047380618,0.000009803992,0.015022907,7.354286e-7,0.0000041929684,7.797339e-8,0.042779434,4.7077098e-9,0.000024857503,0.36683595,0.042369105,0.5329482],"study_design_scores_gemma":[0.000042751562,0.000008106268,0.036110297,0.000006805539,0.0000022949366,8.078278e-8,0.010692675,7.441199e-7,0.00009235058,0.012036278,0.94097567,0.00003197936],"about_ca_topic_score_codex":0.010388217,"about_ca_topic_score_gemma":0.008307346,"teacher_disagreement_score":0.89860654,"about_ca_system_score_codex":0.00010240671,"about_ca_system_score_gemma":0.00017150406,"threshold_uncertainty_score":0.9962017},"labels":[],"label_agreement":null},{"id":"W7095683384","doi":"","title":"Guidelines for Appropriate Use of the Internet, Electronic Networking and Other Media 1 Guidelines for Appropriate Use of the Internet, Electronic Networking and Other Media These Guidelines apply to all medical trainees registered at the Faculty of Medic","year":2015,"lang":"en","type":"article","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Confidentiality; The Internet; Damages; Social media; Health care; Public domain; Public health; Right to know","score_opus":0.4954365995843161,"score_gpt":0.460050542227937,"score_spread":0.035386057356379064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7095683384","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8508381,0.010033143,0.009835674,0.10727427,0.008927292,0.0126539245,0.00014939618,0.00014772627,0.00014042448],"genre_scores_gemma":[0.9386958,0.0028534096,0.014920177,0.020990957,0.016617216,0.0032063494,0.0000593682,0.00033135613,0.0023253583],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9936283,0.00078622624,0.0022671171,0.0006580589,0.001524829,0.001135437],"domain_scores_gemma":[0.9896057,0.0055008437,0.0012739296,0.0007233463,0.0025159016,0.00038026963],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.008822076,0.0004499923,0.0008548798,0.00011232827,0.00021914727,0.000092851136,0.0013290399,0.0004388755,0.00003333619],"category_scores_gemma":[0.04132125,0.00023812459,0.0002896032,0.0005698334,0.0012296339,0.00019611765,0.00043993053,0.00036282538,7.269542e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018903117,0.0003435204,0.04642953,0.0006333929,0.0013411713,4.811452e-7,0.35946593,0.0011885471,0.0006043229,0.024034407,0.3006152,0.26345322],"study_design_scores_gemma":[0.0015490019,0.00021205487,0.00064039783,0.0007806866,0.00028513971,0.000006650898,0.008445757,0.020410309,0.00038717725,0.005982806,0.9608813,0.00041873043],"about_ca_topic_score_codex":0.02298686,"about_ca_topic_score_gemma":0.11190032,"teacher_disagreement_score":0.6602661,"about_ca_system_score_codex":0.00031732424,"about_ca_system_score_gemma":0.0014113134,"threshold_uncertainty_score":0.98351914},"labels":[],"label_agreement":null},{"id":"W7099323359","doi":"","title":"University of Alberta A GENERAL FRAMEWORK FOR REDUCING VARIANCE IN AGENT EVALUATION","year":2014,"lang":"en","type":"article","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Variance (accounting); Work (physics); Statistician; Association (psychology)","score_opus":0.1276158425175165,"score_gpt":0.41957100652096446,"score_spread":0.29195516400344795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7099323359","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94000196,0.000027965172,0.033387724,0.0088344095,0.0035791642,0.0016600528,5.781706e-7,0.000014802957,0.01249332],"genre_scores_gemma":[0.9571173,0.000019915406,0.041992847,0.000077896955,0.00046235,0.000033599797,0.000002580271,0.000003037566,0.00029044945],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99919593,0.00028162735,0.000095504496,0.000108699365,0.00018362908,0.0001346014],"domain_scores_gemma":[0.9980137,0.0016544382,0.00007899212,0.00007969455,0.00012510657,0.000048094436],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017307199,0.00002769039,0.000071934366,0.000035087476,0.00014014871,0.000005078988,0.00009075866,0.0000829124,0.00021606708],"category_scores_gemma":[0.0078000575,0.000033938766,0.000019534375,0.000212657,0.00005318412,0.00006978514,0.0000064785736,0.00004385229,0.000005154032],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024056384,0.000080543155,0.024277292,0.000035805493,0.0000047776607,2.6440212e-8,0.17181592,0.00026892268,0.00004289624,0.6900718,0.0007173883,0.11266053],"study_design_scores_gemma":[0.0016443951,0.00019288431,0.4058029,0.0003251589,0.000081046426,9.685757e-8,0.040846363,0.053885523,0.0002319878,0.33181056,0.164733,0.00044609333],"about_ca_topic_score_codex":0.099390425,"about_ca_topic_score_gemma":0.030889705,"teacher_disagreement_score":0.3815256,"about_ca_system_score_codex":0.00025455767,"about_ca_system_score_gemma":0.00039243235,"threshold_uncertainty_score":0.98679405},"labels":[],"label_agreement":null},{"id":"W7103663613","doi":"","title":"“Influencers” or “Doctors”? Physicians’ Presentation of Self in YouTube and Facebook Videos","year":2023,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Negotiation; Presentation (obstetrics); Construct (python library); Social media; Focus group; Content analysis; Face (sociological concept); Service (business); Health professionals; Qualitative research","score_opus":0.47632994323425143,"score_gpt":0.6452005857287091,"score_spread":0.16887064249445766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7103663613","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9914117,0.00109421,0.0000063368716,0.0009104215,0.0018427285,0.0020894608,0.000016155227,0.000059474347,0.0025695106],"genre_scores_gemma":[0.98668003,0.011852709,0.00012641778,0.00016309741,0.00046300553,0.00047478487,0.0000068457616,0.000027802796,0.00020532131],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99694514,0.00067692396,0.00078575994,0.0003119292,0.00085956056,0.00042070448],"domain_scores_gemma":[0.9960217,0.0024753727,0.0007690533,0.00020359845,0.00032320176,0.00020706569],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00226725,0.00016237084,0.0005060351,0.00074170105,0.00032289393,0.0003671854,0.0011025683,0.00013319816,0.0018687036],"category_scores_gemma":[0.0031738828,0.00015900075,0.00006871884,0.0024315931,0.00030658228,0.002241545,0.0002279114,0.00025213687,0.000018797069],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000086882676,0.00012322025,0.909873,0.00015861803,0.00004103865,0.0000055306646,0.050104283,0.000048553564,0.0042635533,0.00027298744,0.0056424984,0.029379811],"study_design_scores_gemma":[0.00033743665,0.000010722798,0.9766773,0.000347031,0.000029700957,3.1498251e-7,0.0074865804,0.00003763759,0.0023330105,0.003755261,0.008803599,0.0001814256],"about_ca_topic_score_codex":0.020720417,"about_ca_topic_score_gemma":0.00257462,"teacher_disagreement_score":0.06680425,"about_ca_system_score_codex":0.00025169243,"about_ca_system_score_gemma":0.0006765003,"threshold_uncertainty_score":0.9990437},"labels":[],"label_agreement":null},{"id":"W7108084545","doi":"10.2196/preprints.78671","title":"Exploring Methods to Mitigate Fraud in Web-Based Surveys: Multicase Study Analysis (Preprint)","year":2025,"lang":"","type":"article","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Data collection; Protocol (science); Incentive; Work (physics); Population; Research ethics; Descriptive research; Survey methodology","score_opus":0.36309681500386637,"score_gpt":0.5294954344959665,"score_spread":0.1663986194921001,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7108084545","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95686567,0.00010877108,0.016446179,0.007830509,0.008849414,0.0072970917,0.0000057993125,0.00014651523,0.0024500722],"genre_scores_gemma":[0.9654567,0.00008062458,0.02595124,0.00046790013,0.00029500943,0.0075275814,0.0000034686336,0.000022607283,0.00019486975],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9745124,0.020355703,0.0016719158,0.0014256169,0.0008622479,0.0011721464],"domain_scores_gemma":[0.9709862,0.026484272,0.00026562656,0.000989908,0.0005244703,0.00074956316],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.033311307,0.00039999088,0.0010845772,0.0025592379,0.00077704835,0.00024499476,0.000826331,0.00020085585,0.0014501134],"category_scores_gemma":[0.04166557,0.00046336264,0.0003322473,0.020799901,0.0002501907,0.0004400894,0.00024134558,0.00058828364,0.0001515956],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030105079,0.0013992586,0.7439546,0.0000633891,0.00028463823,0.0000062065665,0.12089802,0.0019355781,0.000058574402,0.00022197142,0.00001855346,0.13112913],"study_design_scores_gemma":[0.0008605113,0.0000959551,0.84122807,0.00010959566,0.0005280176,7.334538e-9,0.14941749,0.005770303,0.0006272123,0.000115856434,0.00087423803,0.00037276073],"about_ca_topic_score_codex":0.14068666,"about_ca_topic_score_gemma":0.36747113,"teacher_disagreement_score":0.22678448,"about_ca_system_score_codex":0.0017119475,"about_ca_system_score_gemma":0.003246085,"threshold_uncertainty_score":0.9997818},"labels":[],"label_agreement":null},{"id":"W7110225246","doi":"10.59350/0a663-5qz64","title":"Science 2.0 in Toronto – MaRS Centre 29 July","year":2009,"lang":"","type":"article","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Event (particle physics); Mars Exploration Program; Staring; Register (sociolinguistics); Set (abstract data type)","score_opus":0.055364032174049733,"score_gpt":0.4233049051995848,"score_spread":0.3679408730255351,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7110225246","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37206104,0.0011310474,0.0000050933954,0.03797338,0.022356631,0.0020422556,0.0000020302061,0.00007853074,0.56434995],"genre_scores_gemma":[0.9924779,0.0014039907,0.0007775208,0.001689569,0.0015662707,0.000031286552,9.4666814e-7,0.000008383503,0.002044129],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9955667,0.00032211497,0.00061911525,0.0006826069,0.0013547946,0.0014546608],"domain_scores_gemma":[0.9976452,0.000784455,0.00019551524,0.00033858314,0.00030304858,0.00073322695],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0030563546,0.00020560145,0.00028853063,0.00020559563,0.0010210595,0.00023094384,0.0008947005,0.00024393923,0.004706147],"category_scores_gemma":[0.0048227655,0.00022758303,0.000063969106,0.0032523496,0.0010830135,0.0016012494,0.000047335587,0.00026713955,0.0004242771],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000026532045,0.0007771923,0.025455717,0.000027174936,0.0000021828941,0.0000044125904,0.25525352,0.0000020857503,0.0001527057,0.13601445,0.004445567,0.5778385],"study_design_scores_gemma":[0.00054819864,0.0003073476,0.6520761,0.00017750851,0.00001631248,5.948413e-7,0.15500668,0.00015240785,0.00013729428,0.0058032367,0.18511365,0.00066062354],"about_ca_topic_score_codex":0.099014945,"about_ca_topic_score_gemma":0.1159756,"teacher_disagreement_score":0.6266204,"about_ca_system_score_codex":0.0067170835,"about_ca_system_score_gemma":0.005865252,"threshold_uncertainty_score":0.9997706},"labels":[],"label_agreement":null},{"id":"W7111335248","doi":"10.1093/jsxmed/qdaf320.212","title":"(215) Use of Social Media for Participant Recruitment in Sexual Medicine Research","year":2025,"lang":"en","type":"article","venue":"The Journal of Sexual Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social media; Outreach; Demographics; Sexual medicine; Alternative medicine; MEDLINE; Informed consent","score_opus":0.8272795257576009,"score_gpt":0.6146976989049523,"score_spread":0.2125818268526486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7111335248","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85139835,0.0014736296,0.0000863861,0.138836,0.006102897,0.0018255501,0.0000042186866,0.000008923185,0.00026404558],"genre_scores_gemma":[0.9919963,0.0005771313,0.00017708122,0.00052892155,0.0062172823,0.00021053838,0.000004065013,0.000015132653,0.0002735821],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9942604,0.0020636795,0.0013371692,0.00014973355,0.001587782,0.00060125126],"domain_scores_gemma":[0.9650748,0.032613445,0.00061361457,0.0001905819,0.0012994625,0.00020811123],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.024302635,0.00012702118,0.00064639864,0.00061066,0.00047003638,0.000009356053,0.000533988,0.0001633083,0.0001486089],"category_scores_gemma":[0.060544144,0.00008041642,0.000014299139,0.0015208517,0.0022149994,0.00017110181,0.000049005128,0.0006719623,0.0000017216173],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011477224,0.00030669596,0.0035692777,0.00027139072,0.000113214446,0.0000062699232,0.81517464,0.000010567439,0.0078075365,0.014181188,0.06643719,0.09097432],"study_design_scores_gemma":[0.0041477988,0.0052932343,0.06713017,0.0011360333,0.0004938223,0.000004579212,0.7520875,0.00003106204,0.0002356326,0.013407212,0.1558538,0.00017917946],"about_ca_topic_score_codex":0.007896436,"about_ca_topic_score_gemma":0.00882133,"teacher_disagreement_score":0.14059791,"about_ca_system_score_codex":0.00048786128,"about_ca_system_score_gemma":0.0015685159,"threshold_uncertainty_score":0.9987101},"labels":[],"label_agreement":null},{"id":"W7113897858","doi":"10.2196/preprints.88838","title":"Battling the bots: Defending against fraudulent responses while conducting an international community-engaged web-based survey with people living with Long COVID (Preprint)","year":2025,"lang":"","type":"article","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Incentive; Survey data collection; General Social Survey; Survey methodology; Survey research; 2019-20 coronavirus outbreak","score_opus":0.21032170171732797,"score_gpt":0.40704223043674775,"score_spread":0.19672052871941978,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7113897858","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97842157,0.000108591405,0.002972774,0.00511822,0.0062533156,0.002793506,0.00003325301,0.00029789592,0.0040008817],"genre_scores_gemma":[0.99521965,0.00022292582,0.0013585663,0.0015985689,0.00055025815,0.0007860428,0.00006977837,0.00006361839,0.00013059482],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.93631124,0.059501715,0.0010273858,0.00081800943,0.0013203981,0.0010212228],"domain_scores_gemma":[0.8020243,0.1944018,0.0008556489,0.0011168696,0.0011576444,0.00044372337],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.062272664,0.00050897896,0.0005908241,0.00047883,0.019202188,0.0011445867,0.0019166904,0.00030797403,0.000730021],"category_scores_gemma":[0.11406338,0.00040646468,0.000108296976,0.002441824,0.0011516304,0.0011736251,0.00033546597,0.005074076,0.000018917035],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033925808,0.0004338968,0.815655,0.00017032409,0.00012229876,0.0000015688797,0.17840096,0.002039235,0.00008630383,0.00030081373,0.000033782275,0.0024165586],"study_design_scores_gemma":[0.0007635057,0.00016518967,0.5889414,0.0019459845,0.00006757354,0.0000012891302,0.4050004,0.0022527098,0.00019202799,0.000017265345,0.00025257547,0.00040012566],"about_ca_topic_score_codex":0.05717242,"about_ca_topic_score_gemma":0.32498607,"teacher_disagreement_score":0.26781365,"about_ca_system_score_codex":0.0018697706,"about_ca_system_score_gemma":0.008657524,"threshold_uncertainty_score":0.9998923},"labels":[{"model":"gemma","categories":["metaresearch"],"domain":"methods","study_design":"not_applicable","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"},{"model":"gpt","categories":["metaresearch"],"domain":"methods","study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"split"},{"id":"W7114922332","doi":"10.1016/j.cmicom.2025.105165","title":"Communicable episode 38: Why do you have to be so complicated? The 2025 IDSA Complicated UTI Guidelines","year":2025,"lang":"en","type":"article","venue":"CMI Communications","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver Coastal Health","funders":"","keywords":"MEDLINE; Epidemiology; Pandemic; Disease; Public health","score_opus":0.42371548577304563,"score_gpt":0.521203807284429,"score_spread":0.09748832151138342,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7114922332","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0042272247,0.0052243373,0.0011603513,0.87064,0.001228898,0.003365123,0.00006279846,0.0003861357,0.11370514],"genre_scores_gemma":[0.8623662,0.009648112,0.028026072,0.08425902,0.0006740022,0.00879218,0.0005677865,0.00009248286,0.0055741607],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99587053,0.0018161989,0.000842206,0.00037917038,0.00043786562,0.00065403874],"domain_scores_gemma":[0.9856925,0.0066680834,0.00028892342,0.0052948585,0.0017572421,0.00029836205],"candidate_categories":["sts","open_science"],"consensus_categories":[],"category_scores_codex":[0.0022929257,0.00023863008,0.0004024215,0.00022188797,0.006938985,0.00037421542,0.006155921,0.00024357106,0.0002158193],"category_scores_gemma":[0.007940291,0.00022622282,0.0001221712,0.0025815184,0.0018819801,0.000178573,0.0013420787,0.0007594268,0.00026017122],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013567596,0.0003487354,0.013687563,0.000023799837,0.00007446933,1.18496004e-7,0.029547341,0.000047722682,0.00010236364,0.37773246,0.55843747,0.019984419],"study_design_scores_gemma":[0.00018884309,0.000014870976,0.0073652104,0.00011408569,0.000048358306,4.029166e-7,0.016251013,0.0004778038,0.000030495898,0.008393127,0.96690786,0.00020794552],"about_ca_topic_score_codex":0.05000291,"about_ca_topic_score_gemma":0.049222317,"teacher_disagreement_score":0.858139,"about_ca_system_score_codex":0.00046443028,"about_ca_system_score_gemma":0.001149406,"threshold_uncertainty_score":0.99922127},"labels":[],"label_agreement":null},{"id":"W7114985703","doi":"10.1016/j.esmogo.2025.100277","title":"ESMO podcast on upper GI cancers: highlights in hepatocellular carcinoma and pancreatic cancer from ESMO 2025","year":2025,"lang":"en","type":"article","venue":"ESMO Gastrointestinal Oncology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre; Toronto General Hospital","funders":"National Cancer Institute; Stand Up To Cancer; National Institutes of Health; American Society of Clinical Oncology; American Association for Cancer Research","keywords":"Hepatocellular carcinoma; Pancreatic cancer; Pancreatic carcinoma; Cancer; Carcinoma; Clinical Oncology","score_opus":0.05597901667857572,"score_gpt":0.37902605169185616,"score_spread":0.3230470350132804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7114985703","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9547863,0.0006344907,0.000048331684,0.032675806,0.0035221134,0.0011102229,0.0000192644,0.000070734735,0.007132709],"genre_scores_gemma":[0.99282014,0.00039552627,0.002537576,0.0014482548,0.0011378158,0.0010082081,0.000019088073,0.000021912136,0.0006114921],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969201,0.0007741816,0.0005387141,0.00063082593,0.00032913854,0.0008070041],"domain_scores_gemma":[0.9953357,0.0037022224,0.00023589793,0.00025091955,0.00018014101,0.0002951315],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006595852,0.000267635,0.00057050074,0.0003168666,0.00044074949,0.00004528945,0.00032004822,0.00022976694,0.00042534742],"category_scores_gemma":[0.002239089,0.00028212497,0.00006455221,0.00067647616,0.0006127996,0.00014079137,0.000070696435,0.00055442686,0.000049382343],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017993082,0.0001399726,0.97446907,0.000033580283,0.000016113883,0.00008671355,0.005979554,0.000010918325,0.00006388592,0.008532366,0.0015968492,0.00889105],"study_design_scores_gemma":[0.0009918708,0.00045190958,0.9283627,0.0006562173,0.000070799004,0.000007636225,0.0037486146,0.000304795,0.000094778545,0.0020174268,0.06306392,0.00022931637],"about_ca_topic_score_codex":0.40612125,"about_ca_topic_score_gemma":0.10927049,"teacher_disagreement_score":0.29685077,"about_ca_system_score_codex":0.0036145805,"about_ca_system_score_gemma":0.0043635624,"threshold_uncertainty_score":0.9999631},"labels":[],"label_agreement":null},{"id":"W7115022536","doi":"10.1093/pch/pxaf116.083","title":"83 Canadian paediatric residents’ perspectives of social media in postgraduate medical education","year":2025,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Subspecialty; Social media; Descriptive statistics; Curriculum; Medical school","score_opus":0.027309606109388696,"score_gpt":0.3759307971450757,"score_spread":0.348621191035687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115022536","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5045098,0.02458588,0.000009459157,0.4288365,0.015167363,0.002667942,0.000050631377,0.000109640045,0.024062807],"genre_scores_gemma":[0.98064876,0.012124245,0.00018268723,0.0028023205,0.003899568,0.00022477907,0.000049773174,0.000021332682,0.000046546007],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9954207,0.0011366575,0.000901791,0.00043933553,0.001144009,0.00095751224],"domain_scores_gemma":[0.99574536,0.0022261278,0.0004086719,0.00021214233,0.0004755844,0.00093213614],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004045785,0.00018106434,0.00045196182,0.0017993841,0.0010247269,0.000036332505,0.0005410456,0.00042063647,0.00019525549],"category_scores_gemma":[0.027811652,0.00021766993,0.00010554773,0.004333052,0.00028980983,0.00017440267,0.000046598638,0.00071741734,0.0000239843],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016364449,0.00035602853,0.52786493,0.00020826128,0.000009893174,0.0000014662781,0.28159165,5.21348e-7,6.291954e-8,0.118900806,0.014684653,0.056365363],"study_design_scores_gemma":[0.00042410372,0.00002237406,0.91842586,0.000092700946,0.000017614206,4.096164e-7,0.060043477,0.000005398614,5.080029e-7,0.005369033,0.015427502,0.00017104768],"about_ca_topic_score_codex":0.6510034,"about_ca_topic_score_gemma":0.8857965,"teacher_disagreement_score":0.47613895,"about_ca_system_score_codex":0.003343152,"about_ca_system_score_gemma":0.059217274,"threshold_uncertainty_score":0.9803775},"labels":[],"label_agreement":null},{"id":"W7115179696","doi":"10.2196/76240","title":"Creative Arts to Enhance Cervical Cancer Awareness Using Art-Based Messages From a Nigerian Crowdsourcing Open Call: Qualitative Thematic Analysis","year":2025,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Crowdsourcing; Thematic analysis; Cervical cancer; The arts; Qualitative research; Qualitative analysis; Social media; Health communication","score_opus":0.3038368569869389,"score_gpt":0.6402056178341282,"score_spread":0.3363687608471893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115179696","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9550898,0.00014463259,0.0149955535,0.016290048,0.0006185817,0.004394897,0.00011963816,0.000060291357,0.008286524],"genre_scores_gemma":[0.99010086,0.000021267419,0.001781058,0.000421105,0.00020765307,0.0068738735,0.0000390908,0.000018618382,0.0005364484],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99134654,0.0051450217,0.0006191418,0.0005462312,0.0014139548,0.0009291415],"domain_scores_gemma":[0.9861751,0.011338775,0.0002435408,0.00040726917,0.0014255099,0.00040980513],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0064680604,0.00020955327,0.0006608972,0.0009621163,0.0022649555,0.0005472539,0.00090671546,0.000193062,0.0008557194],"category_scores_gemma":[0.005274312,0.00019950721,0.00012925641,0.006932336,0.00059411686,0.0007445654,0.0003253792,0.00055265607,0.00008786109],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001493767,0.00024399383,0.008646197,0.00015405568,0.00036968442,0.0000021892592,0.9805752,0.00028165028,0.00014830311,0.0019029734,0.0024133306,0.005113067],"study_design_scores_gemma":[0.0006508491,0.00015791888,0.0874613,0.002035233,0.00021641361,4.7822976e-8,0.88190883,0.005786781,0.0059519913,0.008907966,0.006282291,0.0006403864],"about_ca_topic_score_codex":0.15759929,"about_ca_topic_score_gemma":0.06259829,"teacher_disagreement_score":0.098666355,"about_ca_system_score_codex":0.0023410248,"about_ca_system_score_gemma":0.0038489178,"threshold_uncertainty_score":0.999034},"labels":[],"label_agreement":null},{"id":"W7116681611","doi":"10.1007/s00192-025-06496-1","title":"Episiotomy on TikTok: Assessing Misinformation and Information Quality Shared on a Popular Social Media Platform","year":2025,"lang":"en","type":"article","venue":"International Urogynecology Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland; Dalhousie University","funders":"","keywords":"Misinformation; Episiotomy; Social media; Quality (philosophy); Information quality; Health professionals; Health information","score_opus":0.10116332583677545,"score_gpt":0.4563530703151643,"score_spread":0.35518974447838886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7116681611","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90960866,0.000021345691,0.00031900167,0.04012539,0.016266562,0.00045490492,0.000016829224,0.00006034032,0.03312698],"genre_scores_gemma":[0.99450785,0.00010574321,0.00044025976,0.003416749,0.0013141963,0.00008282942,0.00007018193,0.000006076317,0.000056140263],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99782443,0.0003134763,0.00071903045,0.00013316616,0.00069076585,0.00031916035],"domain_scores_gemma":[0.9954183,0.0032683697,0.0005687807,0.00007305184,0.00053204515,0.00013945265],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0021758503,0.00012933755,0.00019977716,0.00057132926,0.0013144896,0.00043277274,0.0003066602,0.00029845466,0.00033167825],"category_scores_gemma":[0.0153704295,0.00013402976,0.00007064468,0.00026381927,0.00020352093,0.0024320837,0.000039309405,0.0005841957,0.00007498117],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023205462,0.00019871102,0.033972494,0.000032706972,0.00011898465,0.000005546258,0.06836786,0.00002892419,0.000017024428,0.43905813,0.009287218,0.44868034],"study_design_scores_gemma":[0.0012332071,0.0000773748,0.7391117,0.00008871908,0.000020946003,0.00000885124,0.009195796,0.00013745458,0.00002196096,0.01755418,0.2323683,0.00018149815],"about_ca_topic_score_codex":0.00013279768,"about_ca_topic_score_gemma":0.00021670529,"teacher_disagreement_score":0.7051392,"about_ca_system_score_codex":0.001165395,"about_ca_system_score_gemma":0.0007885279,"threshold_uncertainty_score":0.99998564},"labels":[],"label_agreement":null},{"id":"W7116871470","doi":"10.1145/3663547.3786468","title":"10.1145/3663547.3786468","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Session (web analytics); Session key; MEDLINE; Public health","score_opus":0.04398826151587267,"score_gpt":0.3261099337545547,"score_spread":0.28212167223868206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7116871470","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010761051,0.00005311746,1.2579102e-7,0.006466208,0.00008254676,0.0006546598,0.0000029897603,0.00016388154,0.9818154],"genre_scores_gemma":[0.0010168647,0.0000025933732,0.00013219338,0.00019336765,0.0015086948,0.00023550873,0.000004933874,0.000013656263,0.9968922],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99882436,0.0001592399,0.00015338197,0.00017026541,0.00032381626,0.00036895892],"domain_scores_gemma":[0.9989545,0.00047775102,0.00003096191,0.0001591651,0.00007206903,0.00030558096],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00048725752,0.0000724692,0.00011019832,0.000054162607,0.00038264465,0.000042994703,0.00022666894,0.00009509879,0.9930243],"category_scores_gemma":[0.000979144,0.00008294928,0.000033018165,0.00045368695,0.00009526109,0.00011724104,0.000010689339,0.00008645855,0.97795796],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012248317,0.0000329693,0.000006071935,0.0000030402948,0.00000247522,4.7197918e-7,0.0032126382,0.0000029388827,0.0000024878875,0.00003181892,0.10331778,0.89337504],"study_design_scores_gemma":[0.00005898376,0.00003811421,0.0005244231,0.000009651461,0.0000051868083,1.7618342e-7,0.00005867185,0.0000045346264,0.0000050235303,0.000044152916,0.99915385,0.00009720339],"about_ca_topic_score_codex":0.002694481,"about_ca_topic_score_gemma":0.000021169522,"teacher_disagreement_score":0.8958361,"about_ca_system_score_codex":0.00018732507,"about_ca_system_score_gemma":0.0002933757,"threshold_uncertainty_score":0.40732673},"labels":[],"label_agreement":null},{"id":"W7116884906","doi":"10.1136/jmepb-2025-000004","title":"Ethics of online health-related philanthrotainment","year":2025,"lang":"en","type":"article","venue":"JME Practical Bioethics","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Generosity; Gratitude; Incentive; Payment; Product (mathematics); Production (economics); Ethical issues; Prosocial behavior","score_opus":0.3419645343827133,"score_gpt":0.5782913811087919,"score_spread":0.23632684672607857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7116884906","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014974925,0.000591866,0.0004423729,0.97168624,0.0052864337,0.0011405281,0.000016050675,0.000099978075,0.0057616024],"genre_scores_gemma":[0.9613779,0.007181068,0.014962228,0.015071284,0.0007381466,0.0001667488,0.000048561313,0.000023860974,0.00043020918],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99579287,0.0020426747,0.0006860533,0.00024475,0.00082394923,0.0004096855],"domain_scores_gemma":[0.97959584,0.019094596,0.00038551222,0.0002383622,0.00046290128,0.00022276508],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0071348497,0.000102078244,0.0002821525,0.000114462404,0.0006848617,0.00002702752,0.00019235167,0.0007647625,0.00017619348],"category_scores_gemma":[0.07461085,0.00010651956,0.000064839965,0.0008989421,0.001924508,0.0001396373,0.000058282618,0.002077307,0.00003143602],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003241276,0.0005660184,0.002263298,0.0002099116,0.00002993275,0.000001370471,0.053596124,0.0000011111903,0.000016847882,0.9295385,0.0019974434,0.011747032],"study_design_scores_gemma":[0.0008432476,0.00038383997,0.016427075,0.00067664695,0.00009745862,0.0000020414473,0.11935712,0.00011964341,0.00038425025,0.12519565,0.7361046,0.00040840273],"about_ca_topic_score_codex":0.019283304,"about_ca_topic_score_gemma":0.0055309623,"teacher_disagreement_score":0.956615,"about_ca_system_score_codex":0.0005188248,"about_ca_system_score_gemma":0.009310595,"threshold_uncertainty_score":0.9963057},"labels":[],"label_agreement":null},{"id":"W7116980660","doi":"10.1145/3663547.3786478","title":"10.1145/3663547.3786478","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Session (web analytics); Connection (principal bundle); Component (thermodynamics); Session key","score_opus":0.043672783366662686,"score_gpt":0.3253747529316452,"score_spread":0.2817019695649825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7116980660","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010716597,0.000052715597,1.2470596e-7,0.006408422,0.00008238613,0.0006555815,0.0000030145945,0.00016281122,0.98191833],"genre_scores_gemma":[0.0010157166,0.0000025755032,0.00013212103,0.00019325974,0.0015089578,0.00023591587,0.0000049402206,0.000013471509,0.99689305],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99882424,0.00015923473,0.00015338763,0.00017028638,0.0003238442,0.0003689826],"domain_scores_gemma":[0.9989544,0.00047772226,0.000030961295,0.0001592047,0.000072069066,0.0003056125],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00048734123,0.00007247527,0.00011021514,0.000054167504,0.00038266898,0.000042705746,0.00022667808,0.00009510944,0.9929985],"category_scores_gemma":[0.0009787299,0.000082959195,0.00003301983,0.00045357354,0.000095217576,0.00011646382,0.000010691679,0.00008646443,0.97781193],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012240879,0.000032928856,0.000006021809,0.000003036387,0.000002472505,4.7138795e-7,0.0032131113,0.0000029316966,0.000002480029,0.000032178592,0.10413394,0.89255816],"study_design_scores_gemma":[0.000059039572,0.000038093585,0.00052729103,0.000009651108,0.0000051471384,1.7786014e-7,0.00005870413,0.000004513487,0.000004986,0.000044486213,0.9991507,0.00009721943],"about_ca_topic_score_codex":0.0026759293,"about_ca_topic_score_gemma":0.000021432203,"teacher_disagreement_score":0.89501673,"about_ca_system_score_codex":0.00018737155,"about_ca_system_score_gemma":0.00029004295,"threshold_uncertainty_score":0.40452224},"labels":[],"label_agreement":null},{"id":"W7117473275","doi":"10.1145/3716553.3786369","title":"10.1145/3716553.3786369","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Session (web analytics); MEDLINE; Affect (linguistics); Public health","score_opus":0.04398826151587267,"score_gpt":0.3261099337545547,"score_spread":0.28212167223868206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117473275","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009954375,0.000052381183,1.6339158e-7,0.0065215975,0.00008358168,0.00064035406,0.000003056479,0.00016539035,0.9825791],"genre_scores_gemma":[0.0009584197,0.0000025256904,0.00018208881,0.00019627783,0.0015092234,0.00023571779,0.0000050483836,0.0000136779045,0.99689704],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99881923,0.00016363733,0.00015347409,0.0001704649,0.00032459258,0.00036862574],"domain_scores_gemma":[0.9989228,0.00050908374,0.00003098964,0.00015898053,0.00007199556,0.000306116],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00048793174,0.00007240222,0.000110318804,0.00005400739,0.0003947473,0.00004366116,0.00022723436,0.00009536725,0.9931092],"category_scores_gemma":[0.0010529042,0.00008306255,0.000033144515,0.00044729235,0.000096978365,0.00011684248,0.000010719972,0.000086435604,0.9781727],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000124998505,0.000033451153,0.000005742784,0.0000029143243,0.0000026088592,4.9257534e-7,0.0033960615,0.0000034374918,0.0000029888395,0.000034158522,0.11216807,0.88433754],"study_design_scores_gemma":[0.000059192513,0.00003797095,0.00049435813,0.000008772613,0.0000052226064,1.77455e-7,0.000059705595,0.000004935804,0.000004858957,0.00004699607,0.9991805,0.00009732421],"about_ca_topic_score_codex":0.0029300419,"about_ca_topic_score_gemma":0.00002122491,"teacher_disagreement_score":0.8870124,"about_ca_system_score_codex":0.00018919296,"about_ca_system_score_gemma":0.00029557254,"threshold_uncertainty_score":0.44293663},"labels":[],"label_agreement":null},{"id":"W7117747574","doi":"10.2196/79250","title":"What’s Trending: A Cross-Sectional Analysis of the Content and Quality of Popular Melanoma Videos on TikTok (Preprint)","year":2025,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Quality (philosophy); Content analysis; Content (measure theory); Component (thermodynamics); Relation (database)","score_opus":0.19312814527794012,"score_gpt":0.4797465486901578,"score_spread":0.28661840341221767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117747574","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9907255,0.00017405562,0.000010199784,0.005235749,0.002473524,0.0005629054,0.000005773314,0.000013342911,0.0007989044],"genre_scores_gemma":[0.9992588,0.000052805277,0.000017024493,0.0002521829,0.00003263026,0.00022935653,0.000003834988,0.0000022463746,0.00015107443],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982561,0.00067943544,0.00048613,0.00018763894,0.00023485966,0.00015585663],"domain_scores_gemma":[0.99804646,0.0012162064,0.00032581235,0.00021238119,0.00015373749,0.000045428027],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059756124,0.00006126274,0.0003165178,0.00021509608,0.00022347356,0.00002404525,0.00018646654,0.00016224841,0.00006162447],"category_scores_gemma":[0.0017831023,0.000052033458,0.00012710727,0.00078706286,0.00053218415,0.00008640855,0.00004538392,0.00010885755,0.0000015389157],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026936685,0.0000516651,0.9263407,0.00004340876,0.00011629221,1.5003239e-7,0.008472644,0.0000061401906,0.00007391794,0.06422893,0.000043536027,0.0005956733],"study_design_scores_gemma":[0.00016231004,0.0000085265865,0.9927189,0.000019621953,0.00004371586,4.1228557e-7,0.0038002338,0.000020553982,0.00031531608,0.0010669805,0.0018058445,0.000037616788],"about_ca_topic_score_codex":0.0043293103,"about_ca_topic_score_gemma":0.0048274873,"teacher_disagreement_score":0.06637816,"about_ca_system_score_codex":0.0001430552,"about_ca_system_score_gemma":0.00025751122,"threshold_uncertainty_score":0.6544651},"labels":[],"label_agreement":null},{"id":"W7117987982","doi":"10.1145/3694907.3787196","title":"10.1145/3694907.3787196","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Session (web analytics); Conversation analysis; Component (thermodynamics); Language acquisition","score_opus":0.04358809465623223,"score_gpt":0.3253417990310958,"score_spread":0.2817537043748636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117987982","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0100494735,0.000052781084,1.2955097e-7,0.006204538,0.00008278827,0.00065415184,0.0000029987125,0.00016032248,0.9827928],"genre_scores_gemma":[0.0009257063,0.0000026059083,0.00014714968,0.00019364271,0.0014751923,0.00024054149,0.0000048424663,0.000013647511,0.9969967],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988174,0.00016398363,0.00015349287,0.00017243875,0.00032371972,0.00036900645],"domain_scores_gemma":[0.998927,0.000503999,0.0000312647,0.00015990205,0.000071972885,0.00030584383],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000498833,0.00007241075,0.00011029549,0.000053762204,0.00038562866,0.00004313954,0.00022678626,0.00009515519,0.9933232],"category_scores_gemma":[0.0010432671,0.00008288948,0.00003306069,0.00045040384,0.00009466027,0.00011543648,0.000010630852,0.00008596475,0.97846633],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012582512,0.000032391214,0.000005697447,0.0000029093471,0.0000024651495,4.801324e-7,0.0031252212,0.0000029203648,0.0000022534673,0.000028591665,0.10695141,0.8898331],"study_design_scores_gemma":[0.00006148586,0.000037807273,0.00048471536,0.000009460615,0.0000051891443,1.7309674e-7,0.000055930635,0.0000049616783,0.000004712907,0.000043778196,0.9991947,0.00009711095],"about_ca_topic_score_codex":0.0028120028,"about_ca_topic_score_gemma":0.000020287964,"teacher_disagreement_score":0.89224327,"about_ca_system_score_codex":0.00018634867,"about_ca_system_score_gemma":0.00031026042,"threshold_uncertainty_score":0.42509258},"labels":[],"label_agreement":null},{"id":"W7119526614","doi":"10.2196/preprints.77027","title":"What Patients With Asthma Share When No One Listens: Multimethod Observational Study of Patient Narratives on Reddit (Preprint)","year":2025,"lang":"","type":"article","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Observational study; Context (archaeology); Narrative; Asthma; Social media; Empirical research; Set (abstract data type); Sentiment analysis","score_opus":0.1566684137243624,"score_gpt":0.40460076491777053,"score_spread":0.24793235119340812,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7119526614","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.969386,0.00013452709,0.000027531154,0.0047905957,0.010923524,0.010883549,0.000036669346,0.00005977338,0.0037578326],"genre_scores_gemma":[0.9828642,0.00011912531,0.01220185,0.00091197697,0.00046458028,0.0023019027,0.000086938475,0.00003426226,0.0010151711],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99260896,0.0021542616,0.0014327742,0.0010926843,0.002105652,0.00060564216],"domain_scores_gemma":[0.98814625,0.006077808,0.0011022154,0.0007170109,0.003678093,0.00027861743],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012323424,0.00042026248,0.0007465756,0.00029706463,0.0009868754,0.00025004515,0.0005954775,0.0003088842,0.0034550223],"category_scores_gemma":[0.009462721,0.0003955991,0.00011362577,0.0014955829,0.00042013556,0.0012725495,0.00020958242,0.00047858013,0.000090834284],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00069097505,0.011384776,0.33554125,0.00022429111,0.0002442894,4.754413e-7,0.6021869,0.000088462395,0.000005650707,0.0015376001,0.0009002956,0.047195047],"study_design_scores_gemma":[0.0017024656,0.003713704,0.6353656,0.0016151993,0.000042212712,1.2568062e-8,0.35338742,0.00004678057,0.000059796326,0.000815905,0.0029376626,0.00031324048],"about_ca_topic_score_codex":0.0049713682,"about_ca_topic_score_gemma":0.0043452443,"teacher_disagreement_score":0.2998244,"about_ca_system_score_codex":0.000905692,"about_ca_system_score_gemma":0.0018657828,"threshold_uncertainty_score":0.9998496},"labels":[],"label_agreement":null},{"id":"W7120843673","doi":"","title":"Sharing content about HIV/AIDS through networks and social media in scientific literature: a scoping review","year":2025,"lang":"pt","type":"dissertation","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social media; Context (archaeology); Automatic summarization; Identification (biology); Scientific literature; Digital library; Information Dissemination; Content analysis; Scientific communication","score_opus":0.08966972088541014,"score_gpt":0.3439600757756714,"score_spread":0.25429035489026125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7120843673","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17213987,0.50103146,0.0019398951,0.118361816,0.11612071,0.03220571,0.0005775646,0.0015251869,0.056097817],"genre_scores_gemma":[0.9345721,0.04956904,0.00087286823,0.00079666,0.0037142541,0.0050606937,0.004266852,0.0001321033,0.0010154354],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9899897,0.0017471262,0.0024129518,0.0021942144,0.0019207245,0.0017353052],"domain_scores_gemma":[0.99249965,0.0029110725,0.0016141605,0.0007034847,0.001665456,0.0006061886],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.003995231,0.0010115241,0.0017425542,0.0010442053,0.0036803996,0.0014711131,0.0013232399,0.0021612155,0.00006102678],"category_scores_gemma":[0.00882723,0.0011343638,0.00044528142,0.004310326,0.00014652044,0.0012694894,0.00034866875,0.0024500075,0.000009950169],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025035423,0.0006217946,0.0018542841,0.017955134,0.00016842724,0.00009130467,0.20954324,0.000019693052,0.000055174492,0.7588854,0.0008476217,0.009707599],"study_design_scores_gemma":[0.0039758785,0.00013059827,0.01877322,0.35661024,0.0011071439,0.00016806312,0.052632898,0.0009518435,0.000083540755,0.0016788744,0.5602086,0.0036790913],"about_ca_topic_score_codex":0.000024122912,"about_ca_topic_score_gemma":0.009397338,"teacher_disagreement_score":0.7624322,"about_ca_system_score_codex":0.0023608657,"about_ca_system_score_gemma":0.0049362555,"threshold_uncertainty_score":0.9998514},"labels":[],"label_agreement":null},{"id":"W7125952013","doi":"10.1145/3757377.3794967","title":"10.1145/3757377.3794967","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Session (web analytics); Key (lock); Component (thermodynamics); Digital health","score_opus":0.04303921322661786,"score_gpt":0.32391501134559014,"score_spread":0.2808757981189723,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7125952013","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010346704,0.00005118572,1.2027905e-7,0.0065671927,0.000083261824,0.0006390338,0.0000031142565,0.00016393056,0.9821454],"genre_scores_gemma":[0.0009601017,0.0000024853216,0.0001370567,0.00019829786,0.0015312599,0.00023293478,0.000005056984,0.000013660291,0.99691916],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988163,0.00016321539,0.0001536114,0.00017198296,0.0003240322,0.00037082625],"domain_scores_gemma":[0.99893373,0.00049769995,0.00003130245,0.0001592185,0.00007127323,0.00030675496],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00049820915,0.000072628405,0.00011024466,0.00005389494,0.0003849542,0.000043347034,0.00022720265,0.000095352334,0.9927841],"category_scores_gemma":[0.0010320557,0.00008308651,0.000033225486,0.00045237978,0.00009451249,0.000117322124,0.000010714277,0.00008645609,0.9781858],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012151955,0.000031185726,0.000005788607,0.0000028591098,0.0000025064023,4.8260796e-7,0.003053871,0.000002762095,0.0000023431135,0.00003177271,0.10993286,0.8869214],"study_design_scores_gemma":[0.000059681373,0.00003718709,0.00054486736,0.000008924354,0.000005237407,1.8238039e-7,0.00005796569,0.0000048033903,0.00000456907,0.0000468442,0.9991324,0.00009733475],"about_ca_topic_score_codex":0.0028758727,"about_ca_topic_score_gemma":0.00002094002,"teacher_disagreement_score":0.88919955,"about_ca_system_score_codex":0.0001886033,"about_ca_system_score_gemma":0.0002968859,"threshold_uncertainty_score":0.43474782},"labels":[],"label_agreement":null},{"id":"W7127242341","doi":"","title":"2002 ANNUAL REPORT OF THE CANADIAN VETERINARY MEDICAL ASSOCIATION: ENTERING THE AGE OF ONLINE VETERINARY PRACTICE BENCHMARKING FOR THE BENEFIT OF THE ENTIRE PROFESSION","year":2003,"lang":"en","type":"article","venue":"PubMed Central","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Benchmarking; Annual report; Computer-assisted web interviewing; MEDLINE","score_opus":0.08212153031010007,"score_gpt":0.37499441315209103,"score_spread":0.292872882841991,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7127242341","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9400048,0.0003336074,0.000005813652,0.03928789,0.01603769,0.0027028173,0.00006910597,0.000008467976,0.001549797],"genre_scores_gemma":[0.997555,0.00011277149,0.00011797712,0.00038277445,0.0010789043,0.00045702106,0.0000057980615,0.000011179961,0.00027857695],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964408,0.0008957973,0.00055817235,0.00016132163,0.0011608975,0.00078297337],"domain_scores_gemma":[0.99507535,0.0031796007,0.00090290833,0.0003446094,0.0003129506,0.00018456705],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.005999847,0.00009715394,0.00017347017,0.000027667234,0.0009830365,0.000020116873,0.0006314464,0.00019722593,0.00010313594],"category_scores_gemma":[0.02637161,0.000053914293,0.00013935413,0.00041047946,0.000354774,0.00014938334,0.000079172576,0.00034906613,2.359404e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018194132,0.00075335195,0.6363112,0.00042101232,0.00033767178,0.0000340049,0.2534689,0.000051365554,0.0001653665,0.007852194,0.008550814,0.091872215],"study_design_scores_gemma":[0.00016685936,0.00004003915,0.6936228,0.00010485476,0.000059540336,0.000016888664,0.013681114,0.000014485222,0.000057521287,0.00005362446,0.29212245,0.00005977877],"about_ca_topic_score_codex":0.052619018,"about_ca_topic_score_gemma":0.1159214,"teacher_disagreement_score":0.28357166,"about_ca_system_score_codex":0.0009116404,"about_ca_system_score_gemma":0.0027737934,"threshold_uncertainty_score":0.9818297},"labels":[],"label_agreement":null},{"id":"W7130305977","doi":"10.1007/s12630-025-03065-4","title":"Relationship between Altmetric scores and traditional metrics in the anesthesiology literature","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Altmetrics; Social media; Citation; Bibliometrics; Anesthesiology; Correlation","score_opus":0.07892547584574292,"score_gpt":0.3212678735732363,"score_spread":0.24234239772749336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7130305977","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94511205,0.006790146,0.000006571603,0.046024732,0.0009926242,0.0003834993,0.000004190027,0.000005100542,0.0006811137],"genre_scores_gemma":[0.9972999,0.00023388342,0.00025830354,0.00038950902,0.0017110249,0.000018983896,0.0000070442798,0.000014766928,0.00006655508],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99617577,0.001434958,0.00084107055,0.00019076071,0.0005917737,0.00076566666],"domain_scores_gemma":[0.99042284,0.0070218714,0.0005483312,0.00016447438,0.0006433694,0.0011991006],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0065242657,0.0002016664,0.00043076696,0.0033728224,0.0015165539,0.00045099502,0.0008078848,0.00040124584,0.00003206889],"category_scores_gemma":[0.01158535,0.0001687386,0.0001301614,0.004614725,0.00060484576,0.00053599867,0.000003894013,0.0014835472,0.0000027827966],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015135681,0.000017586355,0.9187897,0.000029237839,0.0000144083915,0.021620153,0.020482002,0.000008318689,8.93293e-8,0.032090787,0.0025828958,0.004349722],"study_design_scores_gemma":[0.0003149127,0.00018770921,0.87141716,0.00018708549,0.00006107614,0.0829887,0.0044489577,0.0000011757448,4.380915e-7,0.017156241,0.023090567,0.00014594325],"about_ca_topic_score_codex":0.023899687,"about_ca_topic_score_gemma":0.05565374,"teacher_disagreement_score":0.061368547,"about_ca_system_score_codex":0.0012774833,"about_ca_system_score_gemma":0.011065405,"threshold_uncertainty_score":0.99978334},"labels":[],"label_agreement":null},{"id":"W7132256094","doi":"","title":"TÜRKİYE’DE PATOLOGLAR ARASI SOSYAL MEDYA KULLANIMININ YAYGINLIĞI VE ÖNEMİ","year":2023,"lang":"tr","type":"article","venue":"Kocaeli Üniversitesi - AVESİS","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social studies","score_opus":0.10609160758090533,"score_gpt":0.37494176952520086,"score_spread":0.26885016194429556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7132256094","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92935145,0.0007699327,0.000021910999,0.03731529,0.01252338,0.0020930283,0.00022428093,0.000860374,0.016840331],"genre_scores_gemma":[0.9783275,0.0034619854,0.0016524146,0.0018524422,0.005462615,0.00026250922,0.00035529918,0.00015789711,0.008467303],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99313974,0.0009429708,0.0007895026,0.0011914485,0.0015014445,0.0024348635],"domain_scores_gemma":[0.9933559,0.003732971,0.00060820987,0.00066166325,0.00042439433,0.0012168922],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0024398877,0.00062193995,0.00086649327,0.0006846277,0.0021268288,0.00022876455,0.0014558121,0.0011603967,0.0018300731],"category_scores_gemma":[0.0034555856,0.0007799904,0.00037976005,0.0036129588,0.0010411398,0.0005576975,0.00034555973,0.0009593842,0.005887486],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025401133,0.00057205604,0.20774506,0.0005297229,0.00037545312,0.0006110033,0.37515762,0.000027247434,0.00065059337,0.027054286,0.3668736,0.020149343],"study_design_scores_gemma":[0.001776991,0.00045076408,0.24726774,0.0003615802,0.00051771593,0.00002204395,0.167175,0.000862452,0.00058871816,0.003285208,0.57604325,0.0016485406],"about_ca_topic_score_codex":0.006534274,"about_ca_topic_score_gemma":0.0011725017,"teacher_disagreement_score":0.20916966,"about_ca_system_score_codex":0.0019289217,"about_ca_system_score_gemma":0.002657861,"threshold_uncertainty_score":0.9994651},"labels":[],"label_agreement":null},{"id":"W7134265194","doi":"10.1145/3742413.3801723","title":"10.1145/3742413.3801723","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Session (web analytics); Component (thermodynamics); Affect (linguistics); Key (lock)","score_opus":0.04585907616687851,"score_gpt":0.32809626974207895,"score_spread":0.28223719357520044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7134265194","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009176366,0.00004827985,1.259569e-7,0.0058621382,0.00008066903,0.00063243345,0.0000030288347,0.00016304466,0.98403394],"genre_scores_gemma":[0.00092539564,0.000002414461,0.00013502115,0.00016737789,0.0014988084,0.00023659032,0.000004891502,0.00001358958,0.9970159],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99882525,0.0001633275,0.00015142653,0.00017063558,0.00032185556,0.00036750844],"domain_scores_gemma":[0.9989406,0.0004933518,0.000031570333,0.00016050292,0.00007141351,0.0003025451],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00050090556,0.000071970375,0.00010939242,0.00005352175,0.00041137522,0.000043934306,0.00022975472,0.00009456949,0.9920324],"category_scores_gemma":[0.0010426131,0.00008244194,0.0000329138,0.0004338872,0.000093239185,0.00011673008,0.000010993284,0.00008609183,0.97691226],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012279461,0.00002976192,0.000005590528,0.0000029162345,0.0000024992808,5.012998e-7,0.003067348,0.0000031708014,0.0000022037018,0.000035454254,0.092610456,0.9042278],"study_design_scores_gemma":[0.00005840573,0.000037782,0.0004890154,0.000008801191,0.00000514542,1.7532382e-7,0.00005415777,0.000005027227,0.0000045123093,0.00004718476,0.99919325,0.000096537166],"about_ca_topic_score_codex":0.0027202598,"about_ca_topic_score_gemma":0.000020604019,"teacher_disagreement_score":0.90658283,"about_ca_system_score_codex":0.00018214509,"about_ca_system_score_gemma":0.00028098427,"threshold_uncertainty_score":0.41122374},"labels":[],"label_agreement":null},{"id":"W7134859577","doi":"","title":"TITLE.","year":2025,"lang":"en","type":"article","venue":"PubMed","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social life; Social media; Social relation; Normative","score_opus":0.12531623108474468,"score_gpt":0.39718831815467404,"score_spread":0.2718720870699294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7134859577","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004063364,0.0001331586,0.0000084235035,0.011742669,0.0066678734,0.00036341485,1.6768594e-7,0.000038114067,0.97698283],"genre_scores_gemma":[0.9708664,0.00006327069,0.00005979387,0.00065118686,0.00082903804,0.0029311825,5.4590635e-7,0.0000019801219,0.024596633],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997886,0.000023283505,0.000026602791,0.000029216066,0.000046786023,0.00008554317],"domain_scores_gemma":[0.9997811,0.00014270647,0.000006847718,0.000029042618,0.0000137491525,0.000026574848],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018230094,0.0000092886685,0.000017008148,0.000019106246,0.000066100605,0.000007300637,0.0000393974,0.000022133687,0.00019743817],"category_scores_gemma":[0.0010627856,0.00000995419,0.00000619281,0.00013290544,0.000028246719,0.00001450122,0.0000030948713,0.000021104259,0.00014444518],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[2.7279944e-7,0.0000043226128,0.005400477,0.0000025307002,0.000001023782,3.7444536e-8,0.0007852458,5.515012e-9,4.347826e-8,0.06806597,0.08591558,0.8398245],"study_design_scores_gemma":[0.000008898092,1.11767406e-7,0.17617404,5.663823e-7,8.5800315e-7,2.157147e-9,0.00011405182,1.223341e-7,0.0000028993627,0.0022830009,0.8214075,0.000007929606],"about_ca_topic_score_codex":0.00039361767,"about_ca_topic_score_gemma":0.00010723907,"teacher_disagreement_score":0.966803,"about_ca_system_score_codex":0.00005968755,"about_ca_system_score_gemma":0.00008297077,"threshold_uncertainty_score":0.21618097},"labels":[],"label_agreement":null},{"id":"W7137857405","doi":"10.1145/3756884.3795813","title":"10.1145/3756884.3795813","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Session (web analytics); Session key; Component (thermodynamics); Digital health","score_opus":0.043553613275481816,"score_gpt":0.32504529615351146,"score_spread":0.28149168287802967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7137857405","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011468208,0.000051430645,1.2687823e-7,0.0065838587,0.00008155076,0.00064599287,0.00000306873,0.00016193268,0.9810038],"genre_scores_gemma":[0.0009785336,0.0000025269674,0.00013848524,0.00019597514,0.0014927759,0.00024304353,0.0000050106205,0.000013579933,0.99693006],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988139,0.00016613475,0.00015344606,0.00017151103,0.00032567617,0.00036930185],"domain_scores_gemma":[0.99893075,0.0005002186,0.00003122648,0.00015888826,0.00007286808,0.00030606618],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005011385,0.0000723556,0.00011036333,0.000053669013,0.00038567302,0.000043756743,0.00022675977,0.00009588083,0.9928994],"category_scores_gemma":[0.0010246732,0.00008294913,0.000033016622,0.0004492243,0.00009560496,0.0001177348,0.000010676953,0.00008679858,0.9782755],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011615068,0.000030888274,0.000006173172,0.0000027619628,0.0000024243761,4.6379665e-7,0.0030062557,0.0000030106307,0.0000022317067,0.000030349202,0.124172375,0.87273145],"study_design_scores_gemma":[0.000059688104,0.000036228113,0.00060661114,0.00000875048,0.000005158805,1.7678995e-7,0.000059040973,0.0000051807997,0.000004525158,0.00004827338,0.99906915,0.000097190605],"about_ca_topic_score_codex":0.0028317454,"about_ca_topic_score_gemma":0.000019564666,"teacher_disagreement_score":0.8748968,"about_ca_system_score_codex":0.0001860931,"about_ca_system_score_gemma":0.0002902771,"threshold_uncertainty_score":0.4280771},"labels":[],"label_agreement":null},{"id":"W7138012082","doi":"10.1145/3756884.3795803","title":"10.1145/3756884.3795803","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Session (web analytics); Session key; Component (thermodynamics); Digital health","score_opus":0.04370992408157823,"score_gpt":0.3255624090866723,"score_spread":0.2818524850050941,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7138012082","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00643784,0.00004937427,1.1878963e-7,0.0050621894,0.00008060499,0.0006376475,0.0000032333103,0.00015898177,0.98757],"genre_scores_gemma":[0.0005382467,0.0000024462706,0.00013501829,0.00019061411,0.0014607626,0.00023676275,0.000004783,0.000013396335,0.997418],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988239,0.00016457545,0.00015304054,0.00017085036,0.00032018468,0.00036749514],"domain_scores_gemma":[0.99894494,0.0004914478,0.000031141917,0.0001572509,0.000071233764,0.00030399117],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000494452,0.000072127455,0.000110246474,0.000043707256,0.00047592883,0.00005546388,0.00022281725,0.00009487592,0.9932123],"category_scores_gemma":[0.0010156601,0.00008278251,0.000033038003,0.00043935378,0.00009356107,0.00011627417,0.000010389585,0.00008541941,0.97313064],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011318384,0.000029553223,0.0000041485364,0.000002644935,0.0000022403215,4.6221254e-7,0.0023809592,0.0000026448645,0.0000015286753,0.000018798104,0.15733504,0.8402107],"study_design_scores_gemma":[0.0000611628,0.000036683276,0.00038362056,0.00000877375,0.000005181026,1.884918e-7,0.000057013087,0.0000048860256,0.000004343146,0.000054823395,0.99928635,0.000096965945],"about_ca_topic_score_codex":0.0041953544,"about_ca_topic_score_gemma":0.000023351819,"teacher_disagreement_score":0.8419513,"about_ca_system_score_codex":0.00018065883,"about_ca_system_score_gemma":0.00028767387,"threshold_uncertainty_score":0.6342149},"labels":[],"label_agreement":null},{"id":"W7148175789","doi":"","title":"The Ethical Expectations of Dentists Representing Themselves on LinkedIn.","year":2025,"lang":"en","type":"article","venue":"PubMed","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"MEDLINE; Social responsibility; Ethical issues; Qualitative research","score_opus":0.1253592120152611,"score_gpt":0.4310794883837444,"score_spread":0.3057202763684833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7148175789","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75352347,0.00066802005,0.000038334227,0.12705822,0.012621273,0.0024377252,0.000001547879,0.00009667536,0.10355475],"genre_scores_gemma":[0.99423516,0.00011570125,0.00004971015,0.00017436965,0.0005185751,0.0041831867,7.1070866e-7,0.0000033581068,0.0007192481],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99876815,0.00033365862,0.00020659529,0.000121557096,0.0003098748,0.00026017104],"domain_scores_gemma":[0.9916912,0.007854341,0.00010297635,0.0001571338,0.00013213749,0.000062265],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0014989869,0.00003795173,0.00007155125,0.000054775704,0.0007878222,0.000049318383,0.00022163703,0.0001287513,0.000005848663],"category_scores_gemma":[0.029003609,0.000031134954,0.000040094197,0.00047097664,0.00030678997,0.000038330083,0.000022294684,0.00024055994,0.0000052609935],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000157955,0.0000686051,0.07537742,0.00002460818,0.000025835712,3.0620484e-7,0.0475128,0.0000014712549,0.0000052563396,0.4322147,0.006668396,0.4380848],"study_design_scores_gemma":[0.000093105155,0.0000034100628,0.8984856,0.000020142174,0.000011656745,4.1857174e-8,0.022227738,0.0000045117495,0.00021489676,0.012948224,0.0659422,0.00004848273],"about_ca_topic_score_codex":0.0010898301,"about_ca_topic_score_gemma":0.0011650263,"teacher_disagreement_score":0.8231082,"about_ca_system_score_codex":0.00010145277,"about_ca_system_score_gemma":0.00019832137,"threshold_uncertainty_score":0.9791755},"labels":[],"label_agreement":null},{"id":"W7153776819","doi":"10.1145/3772318.3808936","title":"10.1145/3772318.3808936","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Session (web analytics); Component (thermodynamics); Attendance; Session key","score_opus":0.042989085042987395,"score_gpt":0.32399375698226396,"score_spread":0.2810046719392766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7153776819","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009566037,0.00005351938,1.3512522e-7,0.006470286,0.00008421197,0.0006398714,0.0000030379574,0.00016217289,0.9830207],"genre_scores_gemma":[0.0009567751,0.0000026566497,0.00014551468,0.00019544865,0.0015492252,0.00023325991,0.0000050517247,0.000013606506,0.9968985],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99881715,0.00016366124,0.00015341399,0.00017183191,0.00032368934,0.0003702418],"domain_scores_gemma":[0.998944,0.00048782173,0.000031275496,0.00015910203,0.0000712085,0.00030661156],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00049553264,0.00007257606,0.000110378875,0.000053733624,0.0003863006,0.000043232765,0.00022721369,0.00009529276,0.9931095],"category_scores_gemma":[0.0010182139,0.000083029794,0.000033195833,0.00045047438,0.00009507459,0.000117111325,0.000010705392,0.00008631765,0.9780104],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012575048,0.000030056866,0.000005309774,0.000002827879,0.0000025041595,4.824792e-7,0.0029986186,0.000003440423,0.0000022722506,0.000033899385,0.10430132,0.8926067],"study_design_scores_gemma":[0.000059998933,0.000037285965,0.00049448735,0.000008905601,0.0000052290447,1.8038841e-7,0.000055405013,0.000005333978,0.0000047501258,0.00004990979,0.9991812,0.00009728313],"about_ca_topic_score_codex":0.0027239742,"about_ca_topic_score_gemma":0.000019947733,"teacher_disagreement_score":0.89487994,"about_ca_system_score_codex":0.00018701103,"about_ca_system_score_gemma":0.00029822454,"threshold_uncertainty_score":0.41178524},"labels":[],"label_agreement":null},{"id":"W7153778635","doi":"10.1145/3772318.3808934","title":"10.1145/3772318.3808934","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Session (web analytics); Everyday life; Research ethics; Affect (linguistics)","score_opus":0.043335450020263476,"score_gpt":0.32467105149297093,"score_spread":0.2813356014727075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7153778635","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009091712,0.00005064893,1.3354328e-7,0.006757074,0.00008338828,0.0006389089,0.0000030385645,0.00016196721,0.9832131],"genre_scores_gemma":[0.0009840957,0.000002803835,0.00014299873,0.00019530057,0.0015686749,0.00023349392,0.000005066806,0.000013623267,0.99685395],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988183,0.00016342585,0.00015330473,0.00017172634,0.0003233736,0.00036991344],"domain_scores_gemma":[0.99894404,0.00048822848,0.000031260923,0.00015896732,0.00007113834,0.00030634427],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004946412,0.0000725458,0.00011030297,0.000053787207,0.00038560733,0.00004318612,0.00022692542,0.000095222495,0.99289554],"category_scores_gemma":[0.0010175237,0.000082987666,0.00003324891,0.00045010902,0.00009471082,0.00011711027,0.000010700852,0.000086221706,0.9776955],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012175292,0.000029715764,0.000005279616,0.0000027941896,0.000002475387,4.745974e-7,0.0029405062,0.0000034112884,0.0000022844004,0.000033170032,0.12172897,0.8752387],"study_design_scores_gemma":[0.00005996514,0.00003716091,0.000483907,0.000008924294,0.0000052256323,1.7850103e-7,0.000052903695,0.000005243869,0.000004756137,0.00005281421,0.9991917,0.000097237156],"about_ca_topic_score_codex":0.002581773,"about_ca_topic_score_gemma":0.000021621507,"teacher_disagreement_score":0.8774627,"about_ca_system_score_codex":0.00018664968,"about_ca_system_score_gemma":0.00029719208,"threshold_uncertainty_score":0.39028856},"labels":[],"label_agreement":null},{"id":"W7153826571","doi":"10.1145/3772318.3808911","title":"10.1145/3772318.3808911","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Session (web analytics); Expression (computer science); Session key; Key (lock)","score_opus":0.044226627152367574,"score_gpt":0.32375367631047963,"score_spread":0.27952704915811205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7153826571","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009874167,0.00005266519,1.3280463e-7,0.006292412,0.00008371371,0.00063774316,0.0000029577216,0.0001618915,0.9828943],"genre_scores_gemma":[0.0009760974,0.0000026480666,0.00014513399,0.00019518033,0.0015199434,0.00023295426,0.0000049154187,0.000013604516,0.9969095],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988223,0.00016220048,0.00015322134,0.00017150557,0.0003214323,0.00036935217],"domain_scores_gemma":[0.99895334,0.00047967536,0.000031253407,0.00015873062,0.000071090944,0.00030589112],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004921503,0.00007249469,0.00011034843,0.000053819625,0.00038318883,0.000042317744,0.00022720855,0.000094370065,0.993123],"category_scores_gemma":[0.0010052711,0.00008296666,0.00003315293,0.00044999138,0.0000949799,0.000116979376,0.000010683839,0.000085984444,0.97829187],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012438048,0.000030403364,0.000005694633,0.0000028202357,0.0000024866818,4.8510094e-7,0.003156498,0.0000032093794,0.0000022253107,0.000034742334,0.10128411,0.8954649],"study_design_scores_gemma":[0.00005965577,0.000037833765,0.0005250412,0.000008963553,0.0000052459072,1.7942985e-7,0.00005459852,0.0000051157895,0.0000047953895,0.000049034697,0.99915236,0.000097192526],"about_ca_topic_score_codex":0.0028952174,"about_ca_topic_score_gemma":0.000020562666,"teacher_disagreement_score":0.8978682,"about_ca_system_score_codex":0.00018432966,"about_ca_system_score_gemma":0.00029578793,"threshold_uncertainty_score":0.4376722},"labels":[],"label_agreement":null},{"id":"W7153867324","doi":"10.1145/3772318.3808919","title":"10.1145/3772318.3808919","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Session (web analytics); Health care; MEDLINE; Attendance","score_opus":0.042899264310054835,"score_gpt":0.3243300127215453,"score_spread":0.2814307484114905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7153867324","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011157577,0.00005185962,1.2872094e-7,0.007176665,0.000084602805,0.00064843823,0.0000030324247,0.00016150181,0.98071617],"genre_scores_gemma":[0.00092484296,0.0000026340215,0.00013937349,0.00019792284,0.0018344617,0.00022816888,0.0000050573453,0.000013574729,0.996654],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988203,0.00016349768,0.00015271819,0.00017169607,0.0003230605,0.00036872554],"domain_scores_gemma":[0.9989375,0.00049113407,0.000031198255,0.00015935132,0.00007038659,0.00031046462],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00049258093,0.000072397015,0.00011034142,0.000053769156,0.00037733812,0.00004289478,0.00022672521,0.00009511938,0.99305975],"category_scores_gemma":[0.001029348,0.00008286208,0.000033184133,0.0004254987,0.00009133586,0.0001166096,0.000010692681,0.00008605716,0.9784071],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012862575,0.00003067643,0.0000060551047,0.0000029227206,0.0000025545864,4.892408e-7,0.0030587518,0.000003394261,0.00000233155,0.000033287437,0.09991492,0.89693177],"study_design_scores_gemma":[0.00006059161,0.000038157978,0.00050478533,0.000008825047,0.00000520789,1.8222227e-7,0.000055592605,0.000005159713,0.0000046921323,0.000046721405,0.99917287,0.00009720116],"about_ca_topic_score_codex":0.0027440598,"about_ca_topic_score_gemma":0.000023167342,"teacher_disagreement_score":0.89925796,"about_ca_system_score_codex":0.00018846935,"about_ca_system_score_gemma":0.00031099826,"threshold_uncertainty_score":0.41482157},"labels":[],"label_agreement":null},{"id":"W7153970917","doi":"10.1145/3772318.3809061","title":"10.1145/3772318.3809061","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Session (web analytics); Perception; Risk perception; Affect (linguistics)","score_opus":0.04300952538672334,"score_gpt":0.32397271085100127,"score_spread":0.2809631854642779,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7153970917","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009832347,0.000053548287,1.3456165e-7,0.006427834,0.000084113395,0.0006403585,0.0000029404544,0.00016222466,0.9827965],"genre_scores_gemma":[0.0009633051,0.0000026431585,0.00014431024,0.00019525073,0.0015448867,0.00023327817,0.000004993587,0.000013643917,0.9968977],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988164,0.0001644577,0.00015343205,0.0001718515,0.00032364222,0.00037026315],"domain_scores_gemma":[0.9989443,0.0004876385,0.000031292333,0.00015905313,0.00007118551,0.0003065614],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00049476564,0.00007259021,0.00011040717,0.000053812368,0.00039190572,0.000044060314,0.00022709019,0.000095309035,0.99324274],"category_scores_gemma":[0.0010171917,0.000083052175,0.00003320249,0.00045063882,0.000096573385,0.00011713749,0.000010699122,0.00008630834,0.97933495],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012391368,0.000030150386,0.0000054103293,0.00000286681,0.000002511364,4.8327547e-7,0.0030224607,0.0000034343577,0.0000022935376,0.00003451041,0.10296629,0.8939172],"study_design_scores_gemma":[0.000060271414,0.000037219845,0.00050393335,0.000008906639,0.0000052252785,1.7996688e-7,0.000055537108,0.0000053222348,0.000004662717,0.000050143804,0.9991713,0.000097300675],"about_ca_topic_score_codex":0.0027703769,"about_ca_topic_score_gemma":0.000019868707,"teacher_disagreement_score":0.896205,"about_ca_system_score_codex":0.00018702436,"about_ca_system_score_gemma":0.00030141158,"threshold_uncertainty_score":0.41879997},"labels":[],"label_agreement":null},{"id":"W7154022274","doi":"10.1145/3772318.3809084","title":"10.1145/3772318.3809084","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Session (web analytics); Social impact; Impact assessment; Social responsibility; Impact evaluation","score_opus":0.043033956072218306,"score_gpt":0.32398003461179314,"score_spread":0.2809460785395748,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7154022274","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009708327,0.000053507192,1.3462467e-7,0.006426969,0.00008419042,0.00064010697,0.000002974163,0.00016215541,0.98292166],"genre_scores_gemma":[0.0009528029,0.000002654596,0.00014435423,0.00019302376,0.0015479433,0.00023325652,0.0000049682694,0.000013643007,0.99690735],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99881613,0.00016450782,0.00015345334,0.00017187027,0.00032372898,0.00037030937],"domain_scores_gemma":[0.9989439,0.00048780098,0.000031296608,0.00015908467,0.000071263894,0.00030662573],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004950227,0.000072594456,0.000110420224,0.000053825217,0.0003861707,0.00004319324,0.00022716209,0.000095320975,0.9930695],"category_scores_gemma":[0.0010188766,0.00008305717,0.000033204626,0.00045084066,0.00009509325,0.00011724088,0.000010699807,0.00008639333,0.9788016],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012362083,0.000030142326,0.000005417021,0.0000028663844,0.0000025107054,4.839699e-7,0.0030460688,0.0000034396564,0.0000022944141,0.000034901583,0.10268533,0.89417416],"study_design_scores_gemma":[0.00006009133,0.00003723995,0.00049702777,0.000008908984,0.0000052252994,1.8037682e-7,0.000056149613,0.0000053278372,0.0000047002973,0.0000502087,0.99917763,0.000097310956],"about_ca_topic_score_codex":0.0027180843,"about_ca_topic_score_gemma":0.000019795818,"teacher_disagreement_score":0.8964923,"about_ca_system_score_codex":0.00018706577,"about_ca_system_score_gemma":0.0002977646,"threshold_uncertainty_score":0.41089484},"labels":[],"label_agreement":null},{"id":"W7154048176","doi":"10.1145/3772318.3809101","title":"10.1145/3772318.3809101","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Session (web analytics); Economic Justice; Patient safety; Component (thermodynamics)","score_opus":0.04331688008902721,"score_gpt":0.3238907914492546,"score_spread":0.28057391136022736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7154048176","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009479597,0.000052123276,1.3197048e-7,0.006373515,0.00008378171,0.0006375465,0.0000029380815,0.00016167627,0.9832087],"genre_scores_gemma":[0.0009337446,0.0000026551156,0.00014459908,0.00019150226,0.0015525338,0.00023288242,0.000004951322,0.000013628745,0.9969235],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998816,0.00016398646,0.00015313653,0.00017153974,0.00032292033,0.0003724036],"domain_scores_gemma":[0.9989435,0.00048674922,0.00003124074,0.0001594096,0.000071092174,0.0003080178],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004966486,0.00007248645,0.00011019007,0.000053842654,0.0003851416,0.00004311875,0.00022666594,0.00009516993,0.9933617],"category_scores_gemma":[0.0010237185,0.00008295286,0.000033133496,0.00045344754,0.00009452099,0.00011705499,0.000010679639,0.00008628793,0.9788726],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012364928,0.00003057331,0.0000053547014,0.0000028467673,0.000002491884,4.8669125e-7,0.0029773898,0.0000033493611,0.0000022099935,0.00003152395,0.105032645,0.89189875],"study_design_scores_gemma":[0.000061118575,0.00003716255,0.0004985015,0.0000088720435,0.000005223107,1.8340933e-7,0.00005527429,0.0000053166495,0.0000045404827,0.0000497296,0.9991769,0.0000971865],"about_ca_topic_score_codex":0.0028160594,"about_ca_topic_score_gemma":0.000020748017,"teacher_disagreement_score":0.89414424,"about_ca_system_score_codex":0.00019013954,"about_ca_system_score_gemma":0.0002973291,"threshold_uncertainty_score":0.42570582},"labels":[],"label_agreement":null},{"id":"W7154052624","doi":"10.1145/3772318.3809021","title":"10.1145/3772318.3809021","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Session (web analytics); Data collection; Session key; Research ethics","score_opus":0.04287945302837611,"score_gpt":0.3237464943000392,"score_spread":0.2808670412716631,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7154052624","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010115075,0.000057807796,1.3497072e-7,0.0064716307,0.00008349393,0.00061384233,0.0000028658103,0.00014448482,0.9825107],"genre_scores_gemma":[0.00093369884,0.00000279591,0.00015033087,0.00018884694,0.0015462133,0.00022511849,0.000005188655,0.000013342534,0.9969345],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99882025,0.00016842212,0.00015214569,0.00017196294,0.0003212507,0.0003659708],"domain_scores_gemma":[0.9989484,0.0004831244,0.00003092451,0.00015959732,0.000074053496,0.00030392566],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004844024,0.00007178385,0.00011058435,0.000051936975,0.00037951532,0.00004418988,0.00021994868,0.00009500808,0.9938761],"category_scores_gemma":[0.0010299983,0.000082435,0.000033372307,0.00045301692,0.00009287075,0.00011619549,0.000010702177,0.000085197906,0.9780072],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011629628,0.000030697534,0.0000055106343,0.0000028482846,0.0000025558163,5.302831e-7,0.0030180563,0.0000034460993,0.0000024736096,0.000033373995,0.09280585,0.904083],"study_design_scores_gemma":[0.000059458067,0.000035037072,0.0004921542,0.000009255697,0.0000051693814,1.8921085e-7,0.000060506238,0.000005091934,0.0000050934955,0.000045720986,0.9991858,0.00009654453],"about_ca_topic_score_codex":0.0026376937,"about_ca_topic_score_gemma":0.000020490932,"teacher_disagreement_score":0.90637994,"about_ca_system_score_codex":0.00018352165,"about_ca_system_score_gemma":0.0003079626,"threshold_uncertainty_score":0.39874214},"labels":[],"label_agreement":null},{"id":"W7154090500","doi":"10.1145/3772318.3809063","title":"10.1145/3772318.3809063","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Session (web analytics); Affect (linguistics); MEDLINE; Public health","score_opus":0.043335450020263476,"score_gpt":0.32467105149297093,"score_spread":0.2813356014727075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7154090500","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00944459,0.000053459447,1.3500988e-7,0.0067874514,0.000084105384,0.00064000423,0.0000030011631,0.00016216865,0.9828251],"genre_scores_gemma":[0.0009863721,0.0000026388327,0.000142852,0.0001947833,0.0015385586,0.00023304648,0.000004987543,0.000013625364,0.99688315],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988161,0.00016422203,0.00015447437,0.000171672,0.00032350633,0.00037004903],"domain_scores_gemma":[0.99894154,0.00049078267,0.000031275806,0.0001587778,0.000071145965,0.00030648615],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000496693,0.00007254577,0.00011031783,0.000053806143,0.00038548952,0.00004312515,0.00022686881,0.00009526194,0.9930379],"category_scores_gemma":[0.001022157,0.000083012914,0.00003318966,0.00045068722,0.000094938725,0.0001171436,0.000010682543,0.00008591853,0.9787878],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012421749,0.000030305167,0.000005383832,0.000002881961,0.0000025248191,4.8679664e-7,0.002879337,0.0000034550906,0.000002352923,0.0000365317,0.10376864,0.89325565],"study_design_scores_gemma":[0.00006014078,0.00003722482,0.0004948969,0.000008905733,0.0000052251125,1.803218e-7,0.000059447215,0.0000053194985,0.0000046060304,0.000048792397,0.99917805,0.00009723487],"about_ca_topic_score_codex":0.0026425594,"about_ca_topic_score_gemma":0.000020382791,"teacher_disagreement_score":0.8954094,"about_ca_system_score_codex":0.00018699173,"about_ca_system_score_gemma":0.00029972495,"threshold_uncertainty_score":0.3994777},"labels":[],"label_agreement":null},{"id":"W7154106327","doi":"10.1145/3772318.3809060","title":"10.1145/3772318.3809060","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Session (web analytics); Information privacy; Patient privacy; Confidentiality","score_opus":0.04302131459713764,"score_gpt":0.3239740027243843,"score_spread":0.28095268812724666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7154106327","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00973437,0.000053403168,1.3463105e-7,0.0064372965,0.000083991625,0.00063978886,0.0000029858186,0.00016207546,0.98288596],"genre_scores_gemma":[0.0009548787,0.00000263216,0.00014416427,0.0001952252,0.0015469946,0.00023316452,0.000004976185,0.000013636528,0.9969043],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99881643,0.0001644603,0.0001534259,0.000171833,0.00032364868,0.00037022145],"domain_scores_gemma":[0.9989445,0.00048741014,0.000031290787,0.00015903375,0.00007116474,0.00030656537],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00049475604,0.000072585535,0.00011039629,0.000053810654,0.00038608175,0.00004312852,0.0002270949,0.00009529951,0.99311316],"category_scores_gemma":[0.0010175919,0.00008304319,0.000033199187,0.00045070858,0.000095026444,0.00011714008,0.000010697047,0.00008630475,0.978759],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001240795,0.00003024676,0.000005371421,0.000002875823,0.0000025155116,4.968832e-7,0.0030006052,0.0000035151518,0.0000023018165,0.000034451936,0.10369309,0.89321214],"study_design_scores_gemma":[0.00006010983,0.000037387286,0.0005014246,0.000008907387,0.0000052257606,1.803484e-7,0.00005532474,0.0000053908557,0.000004646384,0.00005026088,0.9991739,0.000097285796],"about_ca_topic_score_codex":0.0027319344,"about_ca_topic_score_gemma":0.000020036608,"teacher_disagreement_score":0.89548075,"about_ca_system_score_codex":0.00018702161,"about_ca_system_score_gemma":0.0002973861,"threshold_uncertainty_score":0.41298857},"labels":[],"label_agreement":null},{"id":"W7154114044","doi":"10.1145/3772318.3809100","title":"10.1145/3772318.3809100","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Session (web analytics); Social impact; Impact assessment; Social technology; Impact evaluation","score_opus":0.04260374522871518,"score_gpt":0.3238079526001467,"score_spread":0.28120420737143154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7154114044","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009659909,0.00005359652,1.2945361e-7,0.0063996087,0.000084726955,0.00064474304,0.0000029666153,0.00016449398,0.98298985],"genre_scores_gemma":[0.0009846353,0.000002711453,0.0001401944,0.00019639204,0.001553227,0.00023594686,0.000005007676,0.000013887551,0.996868],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988005,0.00016673954,0.00015514874,0.0001737174,0.00033009067,0.00037377843],"domain_scores_gemma":[0.99893546,0.0004903947,0.00003135015,0.00016102714,0.00007187257,0.0003098695],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005010688,0.00007348632,0.000111541005,0.000055031425,0.00038917348,0.000043802997,0.00023012602,0.00009629319,0.99358964],"category_scores_gemma":[0.0009723539,0.00008410985,0.00003354364,0.0004586102,0.00009623614,0.00011816086,0.000010686829,0.0000871266,0.9789276],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000127772955,0.000030285993,0.000005350359,0.0000028680067,0.0000025507582,4.927874e-7,0.003071422,0.0000037348493,0.0000022751303,0.000033875567,0.10350267,0.8933317],"study_design_scores_gemma":[0.000060531504,0.000037819264,0.0004928375,0.000009008275,0.000005253193,1.8438413e-7,0.000054613512,0.000005444036,0.0000047658737,0.000047936606,0.99918306,0.0000985193],"about_ca_topic_score_codex":0.0028645666,"about_ca_topic_score_gemma":0.000019714009,"teacher_disagreement_score":0.8956804,"about_ca_system_score_codex":0.00019440733,"about_ca_system_score_gemma":0.00031020935,"threshold_uncertainty_score":0.43303868},"labels":[],"label_agreement":null},{"id":"W7154119259","doi":"10.1145/3772318.3809070","title":"10.1145/3772318.3809070","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Session (web analytics); Research methodology; Research design; Research method; Key (lock)","score_opus":0.04298500263063402,"score_gpt":0.32395223401368783,"score_spread":0.2809672313830538,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7154119259","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009440827,0.00005496705,1.3431246e-7,0.00646844,0.00008442029,0.0006394293,0.0000029791079,0.00016236638,0.9831464],"genre_scores_gemma":[0.00092316966,0.0000026635846,0.00014735934,0.00019370667,0.0015385387,0.00023393151,0.000004892118,0.000013640215,0.9969421],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988171,0.00016436543,0.00015328976,0.00017192066,0.00032337263,0.00036998987],"domain_scores_gemma":[0.9989464,0.00048443105,0.000031166852,0.00015906911,0.00007226856,0.00030662195],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00048695176,0.00007254688,0.00011013838,0.000053842054,0.00038563018,0.000043396452,0.00022691466,0.00009525909,0.9928784],"category_scores_gemma":[0.0010079709,0.000083016916,0.00003276939,0.000458651,0.000094930685,0.00011772537,0.00001066983,0.00008616739,0.978746],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012010019,0.000029973275,0.000005397937,0.0000028061386,0.0000024369535,4.9109025e-7,0.0031063268,0.0000035611224,0.0000022102477,0.000033726847,0.10668944,0.8901116],"study_design_scores_gemma":[0.000060042214,0.00003724986,0.0004977483,0.000008829563,0.0000051935012,1.848732e-7,0.000057697154,0.0000053191484,0.0000045539564,0.000049575327,0.9991775,0.000096102915],"about_ca_topic_score_codex":0.0027019863,"about_ca_topic_score_gemma":0.000020022602,"teacher_disagreement_score":0.89248806,"about_ca_system_score_codex":0.00018764717,"about_ca_system_score_gemma":0.00030128425,"threshold_uncertainty_score":0.40846133},"labels":[],"label_agreement":null},{"id":"W7154127397","doi":"10.1145/3772318.3808913","title":"10.1145/3772318.3808913","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Session (web analytics); Affect (linguistics); Component (thermodynamics); Intervention (counseling)","score_opus":0.042916196146270014,"score_gpt":0.32363119933870826,"score_spread":0.28071500319243825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7154127397","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009733036,0.000053808268,1.3321446e-7,0.006578933,0.00008411763,0.0006467471,0.0000029269672,0.00016198715,0.9827383],"genre_scores_gemma":[0.00097145047,0.0000026955877,0.0001450986,0.00019578278,0.0015361995,0.00023868293,0.0000049472324,0.000013592436,0.99689156],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99881923,0.00016310393,0.00015337723,0.0001715077,0.00032276948,0.0003700286],"domain_scores_gemma":[0.9989415,0.00049025443,0.000031219224,0.00015862053,0.000071649614,0.0003067905],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00048778343,0.00007256603,0.000110210334,0.000053709096,0.00038475523,0.00004366372,0.00022678441,0.00009515015,0.99330384],"category_scores_gemma":[0.0010086617,0.00008296572,0.000033081422,0.0004496738,0.00009483551,0.00011816942,0.000010689082,0.00008607942,0.9786562],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011999251,0.000029604777,0.0000053080107,0.0000028305658,0.0000025316774,4.708373e-7,0.003073502,0.000003505722,0.0000022840284,0.000034315548,0.10920477,0.88762885],"study_design_scores_gemma":[0.000059768263,0.0000370816,0.0004914337,0.000008854559,0.0000052638115,1.7789596e-7,0.000057141035,0.000005519181,0.000004642219,0.000048465045,0.9991844,0.00009719769],"about_ca_topic_score_codex":0.0028725583,"about_ca_topic_score_gemma":0.000020292764,"teacher_disagreement_score":0.88997966,"about_ca_system_score_codex":0.00018485097,"about_ca_system_score_gemma":0.00029529698,"threshold_uncertainty_score":0.4342468},"labels":[],"label_agreement":null},{"id":"W7154129802","doi":"10.1145/3772318.3809000","title":"10.1145/3772318.3809000","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Session (web analytics); MEDLINE; Digital health; Component (thermodynamics)","score_opus":0.041241692571221164,"score_gpt":0.32163004105952053,"score_spread":0.28038834848829935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7154129802","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010218042,0.000055625158,1.1770322e-7,0.0063554477,0.00008120526,0.0006521066,0.0000032129738,0.00016770231,0.9824665],"genre_scores_gemma":[0.0009774822,0.0000028915993,0.00013456609,0.0001994854,0.0015293793,0.0002410377,0.000005101847,0.000014247583,0.9968958],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99878126,0.00017044264,0.00015866687,0.0001773099,0.000331657,0.0003806405],"domain_scores_gemma":[0.99892414,0.00049405225,0.00003157901,0.0001643217,0.00007021563,0.00031567307],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004966856,0.000075259275,0.00011403788,0.0000562931,0.00039513872,0.000044842865,0.0002333527,0.00009809425,0.9941183],"category_scores_gemma":[0.0009080813,0.00008619279,0.000034322853,0.00046480066,0.00009821955,0.000120893994,0.000010581653,0.00008868104,0.97982305],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013624241,0.000031058356,0.000005278449,0.0000028133757,0.0000026003672,5.02059e-7,0.003118561,0.0000039816077,0.0000021485148,0.000031359214,0.100984,0.89580405],"study_design_scores_gemma":[0.000061971536,0.00003823559,0.00049326074,0.000009133702,0.000005389017,1.916192e-7,0.000054197626,0.000005464681,0.0000048058014,0.000048274356,0.9991782,0.00010093324],"about_ca_topic_score_codex":0.002928839,"about_ca_topic_score_gemma":0.000019780628,"teacher_disagreement_score":0.89819413,"about_ca_system_score_codex":0.0001961559,"about_ca_system_score_gemma":0.00031779005,"threshold_uncertainty_score":0.44275483},"labels":[],"label_agreement":null},{"id":"W7154148743","doi":"10.1145/3772318.3809088","title":"10.1145/3772318.3809088","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Session (web analytics); Social media; Key (lock)","score_opus":0.043335450020263476,"score_gpt":0.32467105149297093,"score_spread":0.2813356014727075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7154148743","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009899213,0.000053112544,1.3444755e-7,0.0064325533,0.00008409162,0.0006401077,0.0000029714497,0.00016205161,0.98272574],"genre_scores_gemma":[0.000992828,0.000002654931,0.00014440091,0.00019540264,0.0015481869,0.00023358237,0.0000048176157,0.00001365019,0.9968645],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988164,0.00016473744,0.00015339995,0.00017177188,0.0003236036,0.00037013044],"domain_scores_gemma":[0.99894494,0.000487145,0.000031283085,0.00015897785,0.000071168964,0.00030650565],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004953686,0.00007257313,0.00011018547,0.000053751537,0.0003851333,0.000043102584,0.00022701058,0.00009528854,0.9930475],"category_scores_gemma":[0.0010162493,0.00008303088,0.000033193042,0.00044939393,0.000094986135,0.000117170865,0.00001069456,0.00008628687,0.97874975],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012395318,0.00003000829,0.000005477782,0.0000028547852,0.0000024998756,4.927898e-7,0.0029417134,0.0000034374211,0.0000022381698,0.000035272824,0.102645,0.8943186],"study_design_scores_gemma":[0.00006010408,0.000036969093,0.0005372371,0.000008904883,0.000005225337,1.8033825e-7,0.00005526556,0.000005275286,0.000004578072,0.000049766495,0.9991392,0.00009727964],"about_ca_topic_score_codex":0.0027332215,"about_ca_topic_score_gemma":0.000020050953,"teacher_disagreement_score":0.8964942,"about_ca_system_score_codex":0.00018676327,"about_ca_system_score_gemma":0.00029742747,"threshold_uncertainty_score":0.41318315},"labels":[],"label_agreement":null},{"id":"W7154189877","doi":"10.1145/3772318.3809086","title":"10.1145/3772318.3809086","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"","score_opus":0.04302662177415088,"score_gpt":0.32398253353505035,"score_spread":0.28095591176089946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7154189877","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0102834115,0.00005321771,1.3327582e-7,0.006346525,0.000084072046,0.00063912047,0.0000029737948,0.00016210802,0.98242843],"genre_scores_gemma":[0.0011362466,0.00000261743,0.00014005195,0.00019478048,0.0015443567,0.00023311608,0.0000049669065,0.000013635952,0.9967302],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987653,0.00021848199,0.00015310501,0.00017170052,0.0003219054,0.0003694984],"domain_scores_gemma":[0.9988261,0.00060690864,0.000031225,0.00015876968,0.00007092608,0.0003060618],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006083208,0.000072539726,0.0001104283,0.00005364637,0.00047296082,0.000043481414,0.00022654067,0.000095121504,0.9928577],"category_scores_gemma":[0.0012792514,0.000083005325,0.000033171225,0.00044994697,0.000094730676,0.00011693638,0.000010582928,0.00010697528,0.9784694],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012569049,0.0000303557,0.0000055838273,0.0000028787915,0.0000025312422,4.786034e-7,0.0035202666,0.0000034372479,0.000002294101,0.000031720938,0.10175549,0.8946324],"study_design_scores_gemma":[0.000061400235,0.000037133545,0.0005025756,0.000008867642,0.0000052244554,1.7998555e-7,0.00006747922,0.0000052974115,0.000004657488,0.000047078076,0.9991629,0.00009722089],"about_ca_topic_score_codex":0.0027641477,"about_ca_topic_score_gemma":0.000019720246,"teacher_disagreement_score":0.8974074,"about_ca_system_score_codex":0.00018631254,"about_ca_system_score_gemma":0.0002959554,"threshold_uncertainty_score":0.4178583},"labels":[],"label_agreement":null},{"id":"W7155845810","doi":"10.24377/ljmu.jsml.article2796","title":"Evaluating the Impact of an Evidence-Based Social Media Campaign Among Elementary Educators","year":2024,"lang":"en","type":"article","venue":"Liverpool John Moores University","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Social media; Resource (disambiguation); Significant difference; User engagement; Health promotion; Health education; Content analysis; Public health","score_opus":0.1622674514098182,"score_gpt":0.4426963569803527,"score_spread":0.2804289055705345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7155845810","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9947423,0.00026732232,0.000018674222,0.0015055311,0.002076513,0.00080301554,0.000035188863,0.000109474,0.00044201364],"genre_scores_gemma":[0.99814063,0.0001099903,0.0002827322,0.000032655065,0.0013628079,0.000011661907,0.000018277773,0.000012637977,0.00002857828],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9969589,0.0014525441,0.00019700704,0.00029474977,0.0007083932,0.00038838605],"domain_scores_gemma":[0.99373746,0.0054792548,0.00016088957,0.00019600643,0.00020769045,0.00021868877],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019656392,0.0001371902,0.00018076386,0.00022305707,0.0011415468,0.00006972918,0.0005569539,0.00013823886,0.00074295205],"category_scores_gemma":[0.0017924155,0.00012003467,0.00020197006,0.0010756474,0.0008116524,0.0008529809,0.000053606684,0.0002877251,0.000016457858],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032265147,0.0002878986,0.27327466,0.000155916,0.00019817054,0.000023429466,0.6202192,0.00031646257,0.00024509084,0.005731122,0.004825531,0.09439991],"study_design_scores_gemma":[0.00023414716,0.0002909991,0.88994986,0.0002595498,0.000191801,2.5116063e-7,0.1048746,0.0022697942,0.00007721645,0.00087365275,0.00073344837,0.00024465646],"about_ca_topic_score_codex":0.10202013,"about_ca_topic_score_gemma":0.008024696,"teacher_disagreement_score":0.6166752,"about_ca_system_score_codex":0.0014732904,"about_ca_system_score_gemma":0.00405554,"threshold_uncertainty_score":0.9039596},"labels":[],"label_agreement":null},{"id":"W7160043830","doi":"10.1515/9783112234952-014","title":"111AI-Integrated Healthcare Social Media Application","year":2025,"lang":"","type":"book-chapter","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Social media; Health care; Context (archaeology); Social care; The Internet","score_opus":0.12334327178439011,"score_gpt":0.408059222394732,"score_spread":0.28471595061034194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7160043830","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002944812,0.0020352313,0.0010197712,0.12888843,0.04865943,0.010893524,0.00040875215,0.00077721826,0.80702317],"genre_scores_gemma":[0.46801195,0.037673593,0.0052452497,0.01652711,0.098286435,0.019421348,0.0068292096,0.00084930524,0.3471558],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9923181,0.0006474788,0.002016729,0.0016234329,0.0019925672,0.0014017208],"domain_scores_gemma":[0.9876557,0.007168004,0.0014248336,0.0006721966,0.0022276796,0.0008515603],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0019736325,0.0009546682,0.0014184007,0.0006498175,0.0034698837,0.00019738327,0.0012056612,0.0033038647,0.0053668623],"category_scores_gemma":[0.004231353,0.0010918569,0.0005209993,0.0010515273,0.001569938,0.0002844811,0.00015557907,0.0020351338,0.0016059758],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031263244,0.000053235635,0.00018394059,0.00024959847,0.000048366994,8.93716e-7,0.028379153,6.9415584e-8,0.0000020744026,0.61196256,0.0060371934,0.35305166],"study_design_scores_gemma":[0.00034624062,0.000053763844,0.0013432679,0.00037523216,0.00020601439,5.2715075e-7,0.015080567,0.00003910504,0.0000110983065,0.051179618,0.9304237,0.00094088184],"about_ca_topic_score_codex":0.031826545,"about_ca_topic_score_gemma":0.047115754,"teacher_disagreement_score":0.9243865,"about_ca_system_score_codex":0.0034141347,"about_ca_system_score_gemma":0.008898769,"threshold_uncertainty_score":0.9991714},"labels":[],"label_agreement":null},{"id":"W7160707117","doi":"10.2196/89064","title":"Development and usability of an e-learning tool for blended learning in pediatric endocrinology : a formative pilot study. (Preprint)","year":2025,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Formative assessment; Usability; Blended learning; Pediatric endocrinology; Educational technology; E learning","score_opus":0.15702786306373318,"score_gpt":0.5018854233053931,"score_spread":0.3448575602416599,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7160707117","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99215287,0.000037068286,0.00010478318,0.00054300495,0.00024290974,0.0051610745,0.0000010292263,0.00004122588,0.0017160047],"genre_scores_gemma":[0.9935105,0.00006927599,0.00081321027,0.0000068771556,0.00006715127,0.005469466,0.0000043325836,0.0000063681796,0.000052851494],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99543136,0.0024364232,0.0005962025,0.0002842712,0.0005579445,0.0006938173],"domain_scores_gemma":[0.99359953,0.005383243,0.00017045214,0.0001284898,0.00061713025,0.000101126636],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.008632127,0.00010242291,0.0002731842,0.0006486734,0.0010394099,0.000047383484,0.0002670234,0.00006992479,0.000021322245],"category_scores_gemma":[0.008921997,0.000106126914,0.000020088954,0.0012621309,0.00031936643,0.0005546058,0.00020206906,0.00077216874,0.000006002741],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020396349,0.00079881767,0.30382824,0.0003435,0.000011701598,3.4198024e-7,0.5841808,0.000013530265,0.000015418047,0.004046394,0.000012562018,0.10654478],"study_design_scores_gemma":[0.00085520593,0.0014419972,0.72291875,0.00003457692,0.0000032953376,1.2387696e-7,0.2704087,0.000210374,0.00017496126,0.0015499954,0.0023101042,0.000091904076],"about_ca_topic_score_codex":0.0011907413,"about_ca_topic_score_gemma":0.0028300367,"teacher_disagreement_score":0.41909054,"about_ca_system_score_codex":0.0007462405,"about_ca_system_score_gemma":0.0020844091,"threshold_uncertainty_score":0.99942625},"labels":[],"label_agreement":null},{"id":"W7160931692","doi":"10.5281/zenodo.20140934","title":"ASSESSING SOCIAL MEDIA STRATEGIES FOR ENHANCING HEALTH PROMOTION EFFORTS","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Health promotion; Social media; Marketing buzz; Public health; The Internet; Health communication; Psychological intervention; Health information","score_opus":0.169744108199129,"score_gpt":0.42025773302939845,"score_spread":0.25051362483026945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7160931692","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38676208,0.0007025769,0.15377435,0.106031224,0.015242594,0.014704449,0.00024107682,0.0059603574,0.31658128],"genre_scores_gemma":[0.99661493,0.000066611385,0.0007411354,0.00021407145,0.0012732649,0.0000018364602,0.0005980664,0.00037967652,0.00011037518],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976597,0.00075479865,0.00033587075,0.00032058213,0.0004023415,0.00052673847],"domain_scores_gemma":[0.99839485,0.00039350693,0.00019542809,0.00014572497,0.0007129358,0.0001575323],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0027845255,0.00010125265,0.00016999437,0.00023958292,0.009018668,0.0014797223,0.00046961135,0.000108214255,0.0009690055],"category_scores_gemma":[0.005855478,0.0001226852,0.000049439375,0.00083611184,0.00024283877,0.0006924482,0.00011898398,0.00020493244,0.0001902418],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026486829,0.00021402778,0.00001411316,0.0003869832,0.000023693023,6.115834e-7,0.110024445,0.0000058405917,0.0006484329,0.20014039,0.05777465,0.63074034],"study_design_scores_gemma":[0.00033467897,0.000088253684,0.0022000934,0.00011108314,0.000012119386,0.000001110971,0.04060218,0.00003872375,0.000110752226,0.0075392183,0.9488174,0.00014441423],"about_ca_topic_score_codex":0.00027561895,"about_ca_topic_score_gemma":0.00011448379,"teacher_disagreement_score":0.8910427,"about_ca_system_score_codex":0.00081687595,"about_ca_system_score_gemma":0.00020144373,"threshold_uncertainty_score":0.99994427},"labels":[],"label_agreement":null},{"id":"W7160938047","doi":"10.5281/zenodo.20140935","title":"ASSESSING SOCIAL MEDIA STRATEGIES FOR ENHANCING HEALTH PROMOTION EFFORTS","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Health promotion; Social media; Marketing buzz; Public health; The Internet; Health communication; Psychological intervention; Health information","score_opus":0.169744108199129,"score_gpt":0.42025773302939845,"score_spread":0.25051362483026945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7160938047","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38676208,0.0007025769,0.15377435,0.106031224,0.015242594,0.014704449,0.00024107682,0.0059603574,0.31658128],"genre_scores_gemma":[0.99661493,0.000066611385,0.0007411354,0.00021407145,0.0012732649,0.0000018364602,0.0005980664,0.00037967652,0.00011037518],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976597,0.00075479865,0.00033587075,0.00032058213,0.0004023415,0.00052673847],"domain_scores_gemma":[0.99839485,0.00039350693,0.00019542809,0.00014572497,0.0007129358,0.0001575323],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0027845255,0.00010125265,0.00016999437,0.00023958292,0.009018668,0.0014797223,0.00046961135,0.000108214255,0.0009690055],"category_scores_gemma":[0.005855478,0.0001226852,0.000049439375,0.00083611184,0.00024283877,0.0006924482,0.00011898398,0.00020493244,0.0001902418],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026486829,0.00021402778,0.00001411316,0.0003869832,0.000023693023,6.115834e-7,0.110024445,0.0000058405917,0.0006484329,0.20014039,0.05777465,0.63074034],"study_design_scores_gemma":[0.00033467897,0.000088253684,0.0022000934,0.00011108314,0.000012119386,0.000001110971,0.04060218,0.00003872375,0.000110752226,0.0075392183,0.9488174,0.00014441423],"about_ca_topic_score_codex":0.00027561895,"about_ca_topic_score_gemma":0.00011448379,"teacher_disagreement_score":0.8910427,"about_ca_system_score_codex":0.00081687595,"about_ca_system_score_gemma":0.00020144373,"threshold_uncertainty_score":0.99994427},"labels":[],"label_agreement":null},{"id":"W7161122085","doi":"10.2196/preprints.86829","title":"Using Facebook to Improve Participation in Colorectal Cancer Screening: Protocol for a Cluster Randomized Controlled Trial (Preprint)","year":2025,"lang":"","type":"article","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social media; Randomized controlled trial; Protocol (science); Population; Psychological intervention; Pledge; eHealth; Test (biology); Randomization","score_opus":0.14426077452888394,"score_gpt":0.5180445976405049,"score_spread":0.37378382311162095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7161122085","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15541486,0.000008743712,0.01441648,0.007423365,0.008236354,0.8123833,0.0000048955903,0.000051419775,0.0020605912],"genre_scores_gemma":[0.16340332,0.000003860745,0.0030279139,0.0006665238,0.0013876911,0.8309744,0.0000011253006,0.000021468577,0.00051371934],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.991285,0.0037355835,0.0025205598,0.00084117934,0.000589854,0.0010278171],"domain_scores_gemma":[0.9741581,0.023727389,0.0008884415,0.00020283383,0.00069690373,0.0003263529],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.011977589,0.00036497635,0.0022078615,0.00043742417,0.0006807418,0.00024598016,0.0003207562,0.00049674057,0.000934188],"category_scores_gemma":[0.05237747,0.0003317723,0.00055245054,0.0010362726,0.00034772768,0.00029272438,0.00010495563,0.00028994263,0.000011962359],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.95855826,0.00046484114,0.00062238827,0.00021273454,0.00018561055,8.8181885e-8,0.026146583,0.00074535765,0.0002849405,0.0014537574,0.00019034818,0.011135078],"study_design_scores_gemma":[0.9498129,0.00032022514,0.00016581411,0.000507022,0.00023661621,1.3257519e-8,0.002819163,0.041619528,0.0012885699,0.0010391447,0.0018824717,0.00030853212],"about_ca_topic_score_codex":0.020166032,"about_ca_topic_score_gemma":0.019987911,"teacher_disagreement_score":0.040874172,"about_ca_system_score_codex":0.0016799978,"about_ca_system_score_gemma":0.006561798,"threshold_uncertainty_score":0.9999791},"labels":[],"label_agreement":null},{"id":"W7162121987","doi":"10.2196/83509","title":"Shifting Perceptions of Cosmetic Procedures: Rise of Med Spas in Online Search Trends (Preprint)","year":2025,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Perception; Context (archaeology); Field (mathematics); Feature (linguistics)","score_opus":0.060145626772395704,"score_gpt":0.45726322111698414,"score_spread":0.39711759434458843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7162121987","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.983396,0.00012776481,0.000022298269,0.012428339,0.0004917563,0.00066359184,0.000004852922,0.00002834328,0.0028370472],"genre_scores_gemma":[0.9987095,0.000108787885,0.0005615121,0.000080625374,0.000056701818,0.0003863488,0.0000070805313,0.0000053166877,0.000084141146],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99831694,0.00054303044,0.0004798948,0.00017696108,0.00019814355,0.00028499833],"domain_scores_gemma":[0.99822056,0.0012689726,0.00011429997,0.00016130279,0.00017063967,0.000064230335],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043131586,0.00006632156,0.00028613757,0.0004975956,0.00011449984,0.000004680431,0.00023553043,0.00018605201,0.00019383039],"category_scores_gemma":[0.0028133013,0.000074686934,0.000045413697,0.0012753628,0.00047920868,0.00005691058,0.000046838242,0.00020654865,0.0000075959065],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020425186,0.00029814095,0.8825481,0.00039756077,0.000009349926,0.0000015524777,0.096087545,0.000018083982,0.00023416255,0.008942772,0.00033661036,0.011105697],"study_design_scores_gemma":[0.00035794513,0.000018170835,0.9512626,0.00017089554,0.000010347661,0.000002036652,0.045159437,0.00016656583,0.0002329215,0.0012052817,0.0013428185,0.00007097892],"about_ca_topic_score_codex":0.0047396636,"about_ca_topic_score_gemma":0.01873639,"teacher_disagreement_score":0.0687145,"about_ca_system_score_codex":0.0001872597,"about_ca_system_score_gemma":0.0013798112,"threshold_uncertainty_score":0.9991691},"labels":[],"label_agreement":null},{"id":"W7162874059","doi":"10.2196/85788","title":"Effects of Social Media Narratives on Affective and Behavioural Responses to Menopause Content: A Randomised Online Experiment with UK Perimenopausal and Post-Menopausal Women (Preprint)","year":2025,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Narrative; Social media; Menopause; Affect (linguistics); Social comparison theory","score_opus":0.08245376859888853,"score_gpt":0.4506629333813575,"score_spread":0.36820916478246896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7162874059","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.989523,0.0001983706,0.0000059411286,0.0031677536,0.0003092165,0.006286212,0.000031573956,0.000035545865,0.0004424086],"genre_scores_gemma":[0.9929717,0.000044961573,0.00011392505,0.00008712683,0.00011445731,0.006546915,0.000007657398,0.00001547896,0.00009775501],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99488294,0.002689835,0.00035513146,0.0003857663,0.0009789031,0.0007074268],"domain_scores_gemma":[0.98824805,0.010319871,0.0001421714,0.00013919963,0.0007933952,0.00035732726],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002620196,0.00020905359,0.0004755695,0.0005694375,0.0010731886,0.00009506614,0.00021634283,0.00013695633,0.000044556746],"category_scores_gemma":[0.0043090554,0.00017419651,0.000016404234,0.000748013,0.0013292641,0.00025873966,0.00017462141,0.0004544699,0.000004485266],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.013169245,0.000548386,0.0022020696,0.00016662756,0.000083245635,0.0000042890306,0.93918836,8.8057284e-8,0.035646323,0.0054606604,0.00007557748,0.0034551402],"study_design_scores_gemma":[0.007527808,0.0052205594,0.5180182,0.000304128,0.000013569195,6.500021e-7,0.45481828,0.000001039217,0.013264078,0.00045795314,0.00017434897,0.0001993647],"about_ca_topic_score_codex":0.00097032404,"about_ca_topic_score_gemma":0.00055784866,"teacher_disagreement_score":0.51581615,"about_ca_system_score_codex":0.0009258106,"about_ca_system_score_gemma":0.00085271196,"threshold_uncertainty_score":0.82542074},"labels":[],"label_agreement":null},{"id":"W7162941973","doi":"10.2196/87590","title":"Social Media Posts on Anti-Diabetic Drugs: Popularity of GLP-1s (Preprint)","year":2025,"lang":"en","type":"article","venue":"JMIR Diabetes","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Popularity; Social media; The Internet; Context (archaeology)","score_opus":0.04592628206711435,"score_gpt":0.3967858922164231,"score_spread":0.3508596101493087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7162941973","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9757238,0.00016349377,5.699425e-7,0.009039835,0.0037810002,0.001245198,0.000011831488,0.00012293886,0.009911319],"genre_scores_gemma":[0.9978567,0.000034808407,0.00007854672,0.00046511902,0.0008596292,0.0006098029,0.000014177777,0.00001386214,0.00006739381],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976342,0.000495342,0.00041062554,0.00033351948,0.0005724512,0.00055391254],"domain_scores_gemma":[0.9961669,0.0029998824,0.00021194108,0.0002518131,0.00022920809,0.00014026037],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011040169,0.00014891606,0.00037409092,0.00021386058,0.0005198713,0.000044881177,0.000409234,0.00028400333,0.00014528263],"category_scores_gemma":[0.00524563,0.00016586884,0.0001229216,0.0008534406,0.00046393543,0.00012778783,0.0000669851,0.0002752654,0.00006775575],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013926314,0.0005064802,0.7379528,0.00030321156,0.00004685563,4.2532838e-7,0.1022174,0.0000011391008,0.00057591294,0.07282724,0.004966541,0.080588005],"study_design_scores_gemma":[0.00033135677,0.000035156285,0.95909166,0.0001922137,0.000027592667,6.5565473e-9,0.0066516697,0.0000062690483,0.0031224072,0.018803628,0.011533758,0.00020429988],"about_ca_topic_score_codex":0.00071438245,"about_ca_topic_score_gemma":0.00029710136,"teacher_disagreement_score":0.22113879,"about_ca_system_score_codex":0.0003147399,"about_ca_system_score_gemma":0.00058129797,"threshold_uncertainty_score":0.6763935},"labels":[],"label_agreement":null},{"id":"W7164994833","doi":"10.2196/90649","title":"Comments Under Dermatologists’ TikTok Videos on Atopic Dermatitis: A Content Analysis of Audience Interaction (Preprint)","year":2025,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Content analysis; Conversation analysis; Content (measure theory); Qualitative analysis; Audience response","score_opus":0.14293460559262058,"score_gpt":0.4499954094266897,"score_spread":0.3070608038340691,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7164994833","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9579445,0.00012626349,0.0013133279,0.029136684,0.0027747434,0.0013383522,0.0000045475904,0.00010337907,0.00725817],"genre_scores_gemma":[0.99388814,0.00013211802,0.00012468957,0.004680054,0.00003522966,0.0010555964,0.000014931285,0.0000058029996,0.000063420535],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976149,0.00075524027,0.0006499291,0.0003109869,0.00028365874,0.00038525334],"domain_scores_gemma":[0.9965279,0.002393912,0.00039034282,0.00034230994,0.00023848869,0.00010704767],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002706998,0.00013896858,0.0005104937,0.0006352921,0.0003544475,0.000028574195,0.00035517555,0.0002444052,0.00017249673],"category_scores_gemma":[0.0012589202,0.00014865662,0.00014838552,0.0014101614,0.00045798294,0.00016546175,0.00007068585,0.00023862577,0.00006188909],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027293474,0.0003337755,0.85513747,0.00017256249,0.0005861009,0.000009935835,0.022664918,0.00014234612,0.00004100573,0.108740315,0.004709094,0.0074352133],"study_design_scores_gemma":[0.0004558295,0.000024358225,0.9514123,0.00014682855,0.00024229976,0.000006500405,0.015684659,0.00062435656,0.00081601244,0.0025457914,0.027863275,0.00017775001],"about_ca_topic_score_codex":0.0037226998,"about_ca_topic_score_gemma":0.0038182861,"teacher_disagreement_score":0.106194526,"about_ca_system_score_codex":0.00057312194,"about_ca_system_score_gemma":0.00039374834,"threshold_uncertainty_score":0.6062041},"labels":[],"label_agreement":null},{"id":"W7165528464","doi":"10.2196/85658","title":"Adoption of app-based peer support by Canadian healthcare providers: A mixed-methods organizational implementation study (Preprint)","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Health care; mHealth; Peer review; Government (linguistics); Qualitative research; Peer support","score_opus":0.07454432882214314,"score_gpt":0.5047610382423066,"score_spread":0.43021670942016343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7165528464","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8953758,0.0003484595,0.0006956147,0.09213083,0.002722286,0.008018578,0.000113284106,0.00011056125,0.0004845759],"genre_scores_gemma":[0.9925804,0.00015496802,0.002579325,0.0028553961,0.00022231534,0.0011834287,0.0003252343,0.000018325709,0.000080606456],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9959471,0.0015260578,0.00078576856,0.00044760457,0.0005906157,0.00070283766],"domain_scores_gemma":[0.99678975,0.0009249086,0.00039422393,0.0002268137,0.00079604593,0.0008682809],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0044896244,0.00015652645,0.00031606268,0.0004004871,0.001125356,0.000052270825,0.00017896143,0.00018961295,0.0001746342],"category_scores_gemma":[0.001483549,0.00018185457,0.000030666914,0.0011883582,0.00015279793,0.00017553021,0.000021541857,0.0002586237,0.000006890364],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057965324,0.00037430614,0.72954166,0.0015388387,0.000014043393,4.7136172e-7,0.06425853,0.000002134271,0.000008894435,0.008198293,0.017703278,0.1783016],"study_design_scores_gemma":[0.0012561124,0.0005482059,0.8192544,0.00006689089,0.00004720207,3.2464558e-7,0.13144338,0.00002556516,0.000045027402,0.0010741813,0.046037585,0.00020109981],"about_ca_topic_score_codex":0.54894316,"about_ca_topic_score_gemma":0.6126515,"teacher_disagreement_score":0.1781005,"about_ca_system_score_codex":0.0015149787,"about_ca_system_score_gemma":0.024047561,"threshold_uncertainty_score":0.9814852},"labels":[],"label_agreement":null},{"id":"W90385938","doi":"","title":"Q&A. Besides compliance, are there any business reasons for maintaining an accessible website?","year":2008,"lang":"en","type":"article","venue":"˜The œopen source business resource","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Compliance (psychology); Business; Psychology; Social psychology","score_opus":0.20939647429762917,"score_gpt":0.4075915680743041,"score_spread":0.1981950937766749,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W90385938","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9353215,0.0010843335,0.0059745503,0.02643674,0.0022971232,0.007176121,0.000053529937,0.00059393316,0.021062152],"genre_scores_gemma":[0.98552763,0.00017250708,0.0015894612,0.002060842,0.0036892914,0.0022219792,0.000076151526,0.00014452045,0.0045176134],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959506,0.00077885605,0.00056177215,0.00075141515,0.00078628695,0.0011710608],"domain_scores_gemma":[0.9940561,0.002571018,0.00071153935,0.0009094359,0.00133891,0.00041300012],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0020868222,0.0003693136,0.00058374275,0.00016215735,0.006280149,0.0007213624,0.002720066,0.00031754083,0.00024480422],"category_scores_gemma":[0.0026553778,0.00032158714,0.000097369026,0.0028822534,0.0010743504,0.0009697814,0.00035516062,0.0002865301,0.000070705435],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000943498,0.0011545478,0.74545926,0.00057988573,0.00014429832,0.000052951884,0.12807186,0.0029909818,0.00009483943,0.0052916016,0.04675413,0.068462126],"study_design_scores_gemma":[0.00046830365,0.000017491857,0.42925024,0.00028087926,0.000031818334,0.000011376554,0.02416586,0.00016562398,0.000005350448,0.00041127802,0.5448564,0.00033538378],"about_ca_topic_score_codex":0.021410795,"about_ca_topic_score_gemma":0.010678674,"teacher_disagreement_score":0.49810228,"about_ca_system_score_codex":0.00037621157,"about_ca_system_score_gemma":0.0013067494,"threshold_uncertainty_score":0.99992365},"labels":[],"label_agreement":null},{"id":"W93406142","doi":"10.1200/jco.2004.22.90140.6090","title":"Medicine and media: The role of journalism in public health education","year":2004,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Journalism; Newspaper; The Internet; Medicine; Perception; News media; Health care; Public relations; Medical education; Psychology; Media studies; Political science; Sociology; World Wide Web","score_opus":0.4416553363373488,"score_gpt":0.6164134436529547,"score_spread":0.17475810731560587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W93406142","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.51393396,0.004638728,0.000010539898,0.47229463,0.00705848,0.00020936683,2.1783046e-7,0.0000020275202,0.0018520434],"genre_scores_gemma":[0.97866464,0.011325405,0.00080351287,0.0037800488,0.0054074945,0.000010453348,3.2945195e-7,0.000004552662,0.0000035704218],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9949849,0.002050633,0.0021507957,0.00008349347,0.0004978742,0.0002322623],"domain_scores_gemma":[0.9826883,0.013331518,0.0028377555,0.00008537285,0.0005651163,0.00049192406],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.023857664,0.00005416282,0.0006455214,0.00018114869,0.0001401752,0.000008028413,0.00026473356,0.00023242527,0.000048553084],"category_scores_gemma":[0.07533647,0.000035159814,0.000073899086,0.0003990742,0.0009324695,0.00018461385,0.00001752406,0.0007933683,0.0000014093481],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041200146,0.00058279326,0.074941576,0.000008512028,0.000014241417,0.0000016012604,0.07605496,0.000001326158,0.000002662082,0.05187024,0.0006240379,0.79585683],"study_design_scores_gemma":[0.0012225155,0.0011345308,0.42505172,0.00012238028,0.000015473805,0.00001642875,0.057704754,7.6618096e-7,0.0000010601524,0.09533618,0.41935694,0.000037277263],"about_ca_topic_score_codex":0.0066482215,"about_ca_topic_score_gemma":0.008374809,"teacher_disagreement_score":0.7958196,"about_ca_system_score_codex":0.0004914883,"about_ca_system_score_gemma":0.021135505,"threshold_uncertainty_score":0.9999666},"labels":[],"label_agreement":null}]}