{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":60,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":60,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"147a7fe70901","filters":{"venue":"AIMS Public Health"}},"results":[{"id":"W2318035612","doi":"10.3934/publichealth.2016.1.172","title":"What Synthesis Methodology Should I Use? A Review and Analysis of Approaches to Research Synthesis.","year":2016,"lang":"en","type":"review","venue":"AIMS Public Health","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":221,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Camosun College; University of Victoria; University of Alberta","funders":"","keywords":"Computer science; Management science; Biochemical engineering; Engineering","authors":[{"name":"Kara Schick‐Makaroff","is_ca":true},{"name":"Marjorie MacDonald","is_ca":true},{"name":"Marilyn Plummer","is_ca":true},{"name":"Judy Burgess","is_ca":false},{"name":"Wendy Neander","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.9920538755298476,"gpt":0.7934849488645779,"spread":0.1985689266652697,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.1297642,0.0006618238,0.008484497,0.005615941,0.001322274,0.0001216465,0.001497862,0.000803413,0.002192921],"category_scores_gemma":[0.1022458,0.0004524514,0.000580307,0.0114129,0.0005175389,0.00104998,0.001054306,0.001831099,0.000442488],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001734217,"about_ca_system_score_gemma":0.01638664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002497476,"about_ca_topic_score_gemma":0.00177307,"domain_scores_codex":[0.9090402,0.07811171,0.005737469,0.001862222,0.001708713,0.003539686],"domain_scores_gemma":[0.8456644,0.1454705,0.002866113,0.002439759,0.0009178752,0.002641337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002216531,0.00002844431,0.00009590983,0.1064546,0.000562412,7.668571e-7,0.001870392,1.469718e-8,2.743874e-8,0.004167828,0.02513747,0.8616799],"study_design_scores_gemma":[0.00005767271,0.00007092221,0.0002102658,0.04861192,0.001172534,0.000004014965,0.0007716278,0.000001548063,6.568028e-8,0.00004701803,0.9487434,0.0003090244],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000003252388,0.8014921,0.001114611,0.1892722,0.0003126643,0.006402927,0.001059274,0.00006478431,0.0002782289],"genre_scores_gemma":[0.000005068732,0.9539379,0.00505592,0.03198235,0.0001771851,0.007950459,0.00005505566,0.0001010276,0.0007350666],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9236059,"threshold_uncertainty_score":0.9999779,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2557364029","doi":"10.3934/publichealth.2016.4.956","title":"Cognitive and Motivational Factors Associated with Sedentary Behavior: A Systematic Review","year":2016,"lang":"en","type":"review","venue":"AIMS Public Health","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":79,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Psychology; Cognition; Sedentary behavior; Feeling; Checklist; Social cognitive theory; Systematic review; Sedentary lifestyle; Physical activity; Theory of planned behavior; Clinical psychology; Gerontology; Developmental psychology; Medicine; MEDLINE; Social psychology; Physical therapy; Control (management); Psychiatry","authors":[{"name":"Scott Rollo","is_ca":true},{"name":"Anca Gaston","is_ca":true},{"name":"Harry Prapavessis","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2912426551599908,"gpt":0.4858949815233259,"spread":0.1946523263633351,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001788239,0.0005716338,0.003233667,0.0003520086,0.0002856611,0.00005782799,0.0002831356,0.0003735651,0.001952621],"category_scores_gemma":[0.0004076167,0.00034387,0.0004133152,0.0005746351,0.0001413501,0.0002171977,0.0000645473,0.0006621431,0.0002238062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006343884,"about_ca_system_score_gemma":0.00147705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000255684,"about_ca_topic_score_gemma":0.0001098731,"domain_scores_codex":[0.9938646,0.002241614,0.001854045,0.0006932635,0.000447598,0.000898857],"domain_scores_gemma":[0.9957939,0.0008016449,0.001857538,0.000456222,0.0002883923,0.000802332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000001596919,0.0006420811,0.0006129111,0.6453843,0.0004821363,0.00001370661,0.000204233,3.517623e-11,4.243777e-10,0.0007538933,0.006746321,0.3451588],"study_design_scores_gemma":[0.0004392171,0.0005168769,0.002574048,0.8767755,0.001389337,0.00007531394,0.0001549365,1.529969e-8,8.450782e-10,0.000003455621,0.1176921,0.000379175],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000908318,0.9895486,0.00003146209,0.0007760366,0.0004007692,0.006838447,0.001830239,0.0001223449,0.0003612362],"genre_scores_gemma":[0.0002184869,0.9899723,0.000004426674,0.001964078,0.00006184674,0.003213041,0.002741418,0.00009094054,0.001733454],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3447797,"threshold_uncertainty_score":0.9999014,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4210353245","doi":"10.3934/publichealth.2022019","title":"Best practices for effective implementation of online teaching and learning in medical and health professions education: during COVID-19 and beyond","year":2022,"lang":"en","type":"review","venue":"AIMS Public Health","topic":"Innovations in Medical Education","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Curriculum; Medical education; Best practice; The Internet; Coronavirus disease 2019 (COVID-19); Faculty development; Medicine; Psychology; Professional development; Pedagogy; Computer science; Political science; World Wide Web","authors":[{"name":"Pradeep Kumar Sahu","is_ca":false},{"name":"Hakkı Dalçık","is_ca":false},{"name":"Cannur Dalçık","is_ca":false},{"name":"Madan M. Gupta","is_ca":false},{"name":"Vijay Kumar Chattu","is_ca":true},{"name":"Srikanth Umakanthan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1686266359555154,"gpt":0.5942367361828904,"spread":0.425610100227375,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01184168,0.0002226699,0.001093644,0.0008352781,0.0009255168,0.00002978749,0.00008659897,0.0001834051,0.00009968162],"category_scores_gemma":[0.01606137,0.0001979415,0.00004044374,0.0006327851,0.0001200327,0.0002188027,0.0001386323,0.002126874,1.812067e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001245955,"about_ca_system_score_gemma":0.02510572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003671118,"about_ca_topic_score_gemma":0.0006438501,"domain_scores_codex":[0.9957329,0.001671926,0.001201661,0.0005089389,0.0004980662,0.0003864842],"domain_scores_gemma":[0.9956195,0.001602593,0.001919556,0.0001922198,0.0001000903,0.000566037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005600948,0.0003963692,0.001075567,0.05945105,0.00003965192,8.6108e-7,0.005200813,2.417331e-8,4.29953e-8,0.0008831837,0.0007164074,0.9322304],"study_design_scores_gemma":[0.00106493,0.0007142362,0.002585735,0.004305883,0.00007136266,0.0002959318,0.03017401,0.00002579726,1.542617e-8,0.00003897672,0.9605974,0.0001257009],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008192417,0.8025319,0.0001945972,0.1830709,0.0003616111,0.005511429,0.00004180987,0.00003523488,0.00006013344],"genre_scores_gemma":[0.000754124,0.9819288,0.005703611,0.007441987,0.0003261055,0.00147764,0.002170948,0.00004393806,0.0001528313],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.959881,"threshold_uncertainty_score":0.9922268,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2524425352","doi":"10.3934/publichealth.2016.4.781","title":"Let the Children Play: Scoping Review on the Implementation and Use of Loose Parts for Promoting Physical Activity Participation","year":2016,"lang":"en","type":"article","venue":"AIMS Public Health","topic":"Children's Physical and Motor Development","field":"Psychology","cited_by":61,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Mount Saint Vincent University; Izaak Walton Killam Health Centre; Dalhousie University","funders":"Canadian Institutes of Health Research; Lawson Foundation","keywords":"CLARITY; Physical activity; Psychology; Literacy; Focus (optics); Pedagogy; Medicine","authors":[{"name":"Natalie Houser","is_ca":true},{"name":"Lindsay Roach","is_ca":true},{"name":"Michelle Stone","is_ca":true},{"name":"Joan Turner","is_ca":true},{"name":"Sara Kirk","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1199521593846982,"gpt":0.4255895905705671,"spread":0.3056374311858688,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009867041,0.0001060817,0.0002198593,0.00001766419,0.0001867573,0.00002017697,0.00008591909,0.00001809816,0.00004667339],"category_scores_gemma":[0.0001692594,0.00004905489,0.00004954574,0.0001072858,0.00005994158,0.0001476027,0.00003999116,0.00007284852,0.000006726635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004186476,"about_ca_system_score_gemma":0.0001503011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009454007,"about_ca_topic_score_gemma":0.00004085604,"domain_scores_codex":[0.9986704,0.0003429038,0.0002546276,0.0002395639,0.0001717428,0.0003207672],"domain_scores_gemma":[0.9986517,0.0006642151,0.0002856431,0.0002582143,0.0000495197,0.00009063573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00001604429,0.0003500869,0.003576098,0.0006057489,0.00006101499,6.110618e-8,0.002614696,3.674764e-8,0.00005496147,0.005798124,0.008404534,0.9785186],"study_design_scores_gemma":[0.001431028,0.0008191487,0.9794387,0.01198353,0.00004739285,0.000004055889,0.00005036195,0.00001979352,0.0008496233,0.0006814406,0.00442612,0.0002488029],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8765169,0.000381879,0.0002813392,0.1195649,0.00006201813,0.003107489,0.00005157576,0.00001791097,0.00001598663],"genre_scores_gemma":[0.9923969,0.0006605303,0.00001803714,0.006147562,0.000113367,0.0006044455,0.00002828826,0.00001112205,0.00001973189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9782698,"threshold_uncertainty_score":0.20004,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3126998389","doi":"10.3934/publichealth.2021011","title":"A rapid review of recent advances in diagnosis, treatment and vaccination for COVID-19","year":2021,"lang":"en","type":"review","venue":"AIMS Public Health","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Medicine; Scope (computer science); Intensive care medicine; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Vaccination; 2019-20 coronavirus outbreak; MEDLINE; Scopus; SAFER; Virology; Disease; Political science; Computer science; Pathology; Infectious disease (medical specialty)","authors":[{"name":"Srikanth Umakanthan","is_ca":false},{"name":"Vijay Kumar Chattu","is_ca":true},{"name":"Anu Vinod Ranade","is_ca":false},{"name":"Debasmita Das","is_ca":false},{"name":"Abhishekh Basavarajegowda","is_ca":false},{"name":"Maryann M Bukelo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2777915206884109,"gpt":0.5230726461435905,"spread":0.2452811254551796,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003046973,0.0003325382,0.00285527,0.0005049699,0.00007023366,0.00002408773,0.0001420746,0.0001856187,0.0001087046],"category_scores_gemma":[0.004377957,0.000243457,0.0003185033,0.00113331,0.00003442325,0.0001290687,0.00005861018,0.0002453296,0.00000381951],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002467206,"about_ca_system_score_gemma":0.01556089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001703349,"about_ca_topic_score_gemma":0.0002221006,"domain_scores_codex":[0.9965315,0.0007166086,0.001211029,0.0006285737,0.0003636371,0.0005486181],"domain_scores_gemma":[0.9970663,0.001324782,0.0005372514,0.0005102204,0.0002849312,0.0002765472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005819234,0.0002912263,0.0001396394,0.2882752,0.00005080986,0.000006765408,0.00005895747,1.138435e-9,1.214198e-8,0.0001778079,0.002037254,0.7089565],"study_design_scores_gemma":[0.001184738,0.0009514593,0.00001166974,0.04709102,0.0001257208,0.00004493374,0.00003446085,0.000001184463,0.000001249989,0.00002068678,0.9503899,0.000143016],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001848384,0.9732523,0.00006717597,0.02005975,0.0001021983,0.006120875,0.0001006146,0.0000251243,0.0002700895],"genre_scores_gemma":[5.137475e-7,0.9292449,0.0001461836,0.06608683,0.0001082304,0.004035197,0.0003297101,0.00003710328,0.0000112953],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9483526,"threshold_uncertainty_score":0.9927887,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3115265186","doi":"10.3934/publichealth.2021003","title":"Patriarchy at the helm of gender-based violence during COVID-19","year":2020,"lang":"en","type":"article","venue":"AIMS Public Health","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":56,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Patriarchy; Empowerment; Population; Domestic violence; Impunity; Criminology; Power (physics); Inequality; Political science; Politics; Human rights; Sociology; Economic growth; Gender studies; Poison control; Suicide prevention; Law; Medicine; Economics","authors":[{"name":"Sumbal Javed","is_ca":false},{"name":"Vijay Kumar Chattu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1653341627937381,"gpt":0.3971318721602339,"spread":0.2317977093664959,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002398626,0.0001127801,0.0002165738,0.00005205916,0.001365686,0.00005539476,0.0005686051,0.00006998033,0.0004309766],"category_scores_gemma":[0.001050728,0.00008723694,0.00009130914,0.0006453499,0.0004708931,0.0001414916,0.0001179282,0.0001867958,0.00009727375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003774731,"about_ca_system_score_gemma":0.003343303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005560307,"about_ca_topic_score_gemma":0.0002866102,"domain_scores_codex":[0.9972649,0.0007439317,0.0003693759,0.0003135213,0.0006132204,0.0006951034],"domain_scores_gemma":[0.9982132,0.0003010245,0.0002035841,0.0002733945,0.00009905264,0.0009097935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003720171,0.0006205783,0.2554908,0.003188879,0.0001322572,0.0000484453,0.3299338,0.001230162,0.001509363,0.2964246,0.04384923,0.06719992],"study_design_scores_gemma":[0.003813446,0.0007257649,0.1559627,0.0002000189,0.0000286013,0.000006548012,0.05882859,0.0032026,0.001136348,0.00434358,0.7705712,0.001180632],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6557806,0.002175615,0.01063343,0.2912324,0.0006796303,0.001855797,0.0001684583,0.000516329,0.03695769],"genre_scores_gemma":[0.9708157,0.0005880543,0.0001232038,0.0281985,0.0001856184,0.00002164126,0.000008808186,0.0000105756,0.00004791873],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.726722,"threshold_uncertainty_score":0.9999344,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2954381795","doi":"10.3934/publichealth.2019.2.195","title":"Pharmacists’ acceptability of a men’s mental health promotion program using the Theoretical Framework of Acceptability","year":2019,"lang":"en","type":"article","venue":"AIMS Public Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":51,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Mental health; Pharmacy; Medicine; Promotion (chess); Coding (social sciences); Nursing; Qualitative research; Family medicine; Psychology; Medical education; Psychiatry","authors":[{"name":"Andrea Murphy","is_ca":true},{"name":"David M. Gardner","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08213991656338519,"gpt":0.4658804033192239,"spread":0.3837404867558387,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00444987,0.0002842441,0.0007481536,0.0001161978,0.0003383263,0.00004063683,0.0005608299,0.0001724839,0.01915844],"category_scores_gemma":[0.00007693284,0.0001963876,0.0001979879,0.0006711553,0.0006142015,0.0002781942,0.0001708951,0.0004983012,0.00003656104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006811362,"about_ca_system_score_gemma":0.0006552893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009735681,"about_ca_topic_score_gemma":0.00001785676,"domain_scores_codex":[0.9945381,0.001809285,0.00136576,0.0006434943,0.0006079352,0.001035482],"domain_scores_gemma":[0.9971806,0.0003008548,0.000901807,0.00103746,0.0001330854,0.0004461579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002400308,0.007466274,0.2351757,0.001143356,0.0001185961,4.498176e-7,0.01410796,7.043181e-7,0.00001433611,0.07803346,0.0006486854,0.6630505],"study_design_scores_gemma":[0.00779635,0.01181535,0.92623,0.000256158,0.0000592062,0.00008142405,0.02121064,0.003005228,0.0006126923,0.01922863,0.008792061,0.0009123352],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9686946,0.0004574499,0.0004333005,0.01907968,0.0009901334,0.006282449,0.0001266571,0.0001032032,0.003832506],"genre_scores_gemma":[0.9962269,0.00005693499,0.002331576,0.0008945458,0.00009595446,0.0002338041,0.00008396253,0.00003203854,0.00004428481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6910542,"threshold_uncertainty_score":0.9817382,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2982371378","doi":"10.3934/publichealth.2019.4.461","title":"Educator perceptions on the benefits and challenges of loose parts play in the outdoor environments of childcare centres","year":2019,"lang":"en","type":"article","venue":"AIMS Public Health","topic":"Children's Physical and Motor Development","field":"Psychology","cited_by":48,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Mount Saint Vincent University; Dalhousie University","funders":"","keywords":"Creativity; Thematic analysis; Intervention (counseling); Focus group; Psychology; Qualitative research; Perception; Pedagogy; Public relations; Sociology; Social psychology; Marketing; Business; Political science; Social science","authors":[{"name":"Rebecca Spencer","is_ca":true},{"name":"Nila Joshi","is_ca":true},{"name":"Karina Branje","is_ca":true},{"name":"Jessie Lee Mcisaac","is_ca":true},{"name":"Jane Cawley","is_ca":true},{"name":"Laurene Rehman","is_ca":true},{"name":"Sara Kirk","is_ca":true},{"name":"Michelle Stone","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04694005060379603,"gpt":0.288443282454577,"spread":0.2415032318507809,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003701424,0.0001100298,0.0001995745,0.000057805,0.00005873709,0.000007713851,0.0002064029,0.00004660791,0.0003348475],"category_scores_gemma":[0.00001735922,0.00006238755,0.00003981367,0.00008404213,0.00007691653,0.00003034635,0.00004750992,0.0001536802,0.00006795391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000334755,"about_ca_system_score_gemma":0.00008022765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001834626,"about_ca_topic_score_gemma":0.00009403128,"domain_scores_codex":[0.9988005,0.0002193568,0.0002534763,0.0002338075,0.0002057471,0.0002870694],"domain_scores_gemma":[0.9992241,0.0001675143,0.0001181011,0.0003903263,0.000009226173,0.00009076393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00003707781,0.002736554,0.1862396,0.000102213,0.0001134506,5.820581e-7,0.1356447,0.000004377533,0.00002990177,0.2587346,0.003553142,0.4128037],"study_design_scores_gemma":[0.0003518907,0.0002031796,0.9743966,0.00004020752,0.00000211777,0.000001724285,0.005676351,5.881268e-7,0.000007498704,0.0001760519,0.01908395,0.0000598506],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.935688,0.001334865,2.798784e-7,0.06040517,0.0001575414,0.0005454584,0.00004460171,0.000004733447,0.001819374],"genre_scores_gemma":[0.9965358,0.001321184,0.000007200995,0.001929766,0.000046719,0.00004424979,0.0000161871,0.000009288974,0.00008964677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.788157,"threshold_uncertainty_score":0.3666345,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2770757049","doi":"10.3934/publichealth.2017.5.490","title":"Health Equity Talk: Understandings of Health Equity among Health Leaders","year":2017,"lang":"en","type":"article","venue":"AIMS Public Health","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"Canadian Institutes of Health Research; Public Health Agency; Public Health Agency of Canada","keywords":"Health equity; Social determinants of health; Public health; Health promotion; Equity (law); Health policy; Health belief model; Public relations; Health care; Political science; Sociology; Psychology; Medicine; Nursing","authors":[{"name":"Bernie Pauly","is_ca":true},{"name":"Sana Shahram","is_ca":true},{"name":"Phuc T.H. Dang","is_ca":true},{"name":"Lenora Marcellus","is_ca":true},{"name":"Marjorie MacDonald","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2689779043268879,"gpt":0.4508922447786633,"spread":0.1819143404517754,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.01154615,0.000606816,0.002688832,0.0004064191,0.002968667,0.0002298726,0.001065085,0.0002451781,0.0001545855],"category_scores_gemma":[0.000429232,0.0005442812,0.0003442162,0.0004397506,0.001183109,0.0007137757,0.0008883215,0.001132926,0.00005216181],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005723395,"about_ca_system_score_gemma":0.01843063,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1175661,"about_ca_topic_score_gemma":0.008600443,"domain_scores_codex":[0.989965,0.0007690087,0.002695739,0.001096225,0.001742338,0.003731745],"domain_scores_gemma":[0.9894447,0.00008857362,0.003871529,0.001973887,0.0002911099,0.004330155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000297757,0.002301492,0.2495429,0.01909733,0.0003260293,0.00003536462,0.01325718,0.000004603717,0.0000111656,0.06693062,0.1746245,0.4735711],"study_design_scores_gemma":[0.00561319,0.006950777,0.9082376,0.002770516,0.00001567547,0.000214651,0.005259338,0.0001193577,0.00001199018,0.005796866,0.06439313,0.0006169376],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1689298,0.004279665,0.002540579,0.8113014,0.001204838,0.002673631,0.0002481269,0.0003472507,0.008474699],"genre_scores_gemma":[0.9162529,0.003864706,0.0007552558,0.07791723,0.0003720559,0.0000209988,0.000152468,0.00008201726,0.0005823769],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7473231,"threshold_uncertainty_score":0.9997008,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2295711909","doi":"10.3934/publichealth.2016.1.94","title":"Situational Analysis for Complex Systems: Methodological Development in Public Health Research","year":2016,"lang":"en","type":"article","venue":"AIMS Public Health","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":41,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria; University of Saskatchewan","funders":"Canadian Institutes of Health Research; Michael Smith Health Research BC; Public Health Agency; Public Health Agency of Canada","keywords":"Situational ethics; Public health; Situation analysis; Complex adaptive system; Process (computing); Management science; Computer science; Systems science; Process management; Knowledge management; Data science; Political science; Business; Engineering; Medicine; Nursing; Marketing","authors":[{"name":"Wanda Martin","is_ca":true},{"name":"Bernie Pauly","is_ca":true},{"name":"Marjorie MacDonald","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.9059736565408048,"gpt":0.667730272049032,"spread":0.2382433844917727,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.09650619,0.0002999395,0.001234302,0.002688851,0.003174375,0.0001004071,0.0006823791,0.0004019055,0.0008575542],"category_scores_gemma":[0.01043484,0.0002108663,0.0001428963,0.004396629,0.0001943234,0.0005153585,0.0002582566,0.0008955704,0.0002937021],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.007936464,"about_ca_system_score_gemma":0.04515366,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009234426,"about_ca_topic_score_gemma":0.006195446,"domain_scores_codex":[0.9733749,0.01615073,0.00315848,0.001001208,0.001377858,0.004936795],"domain_scores_gemma":[0.9819174,0.01197861,0.0009565272,0.000801902,0.001841602,0.002503974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004373887,0.0008590289,0.1557686,0.001507619,0.0002971948,6.958049e-7,0.02722984,0.00001253255,0.00001430228,0.3645295,0.3217047,0.1280323],"study_design_scores_gemma":[0.000873195,0.0001663555,0.2820562,0.0000917421,0.000002410855,0.000001363978,0.005930368,0.0003591869,1.003449e-7,0.0006804846,0.7096803,0.0001583299],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04142629,0.0003710647,0.1835653,0.7659833,0.001185589,0.004475027,0.0001781144,0.0002061052,0.002609163],"genre_scores_gemma":[0.9297584,0.0004492657,0.02343334,0.03537077,0.001399133,0.005269914,0.0009013568,0.00006443573,0.003353357],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8883321,"threshold_uncertainty_score":0.9981233,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2508473268","doi":"10.3934/publichealth.2016.3.555","title":"Factors Influencing Sedentary Behaviour in Older Adults: An Ecological Approach","year":2016,"lang":"en","type":"article","venue":"AIMS Public Health","topic":"Physical Activity and Health","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Ontario Institute of Technology; University of Windsor; Queen's University","funders":"","keywords":"Health promotion; Gerontology; Focus group; Population; Knowledge translation; Sedentary lifestyle; Psychology; Public health; Perception; Physical activity; Medicine; Environmental health; Physical therapy","authors":[{"name":"Linna Tam‐Seto","is_ca":true},{"name":"Patricia L. Weir","is_ca":true},{"name":"Shilpa Dogra","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09047918165994924,"gpt":0.3466840467260291,"spread":0.2562048650660799,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007243064,0.0001909155,0.0005523017,0.0001873931,0.0001262019,0.0000204943,0.0001464213,0.000164783,0.0001714668],"category_scores_gemma":[0.000134843,0.0001131322,0.00007284011,0.0003212408,0.00008051061,0.0006084259,0.00005834497,0.0004348991,0.00002298657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007276888,"about_ca_system_score_gemma":0.0009803349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002273162,"about_ca_topic_score_gemma":0.0006184242,"domain_scores_codex":[0.9976317,0.0002509725,0.0004341115,0.0004849324,0.0003356264,0.0008626236],"domain_scores_gemma":[0.998299,0.0001373837,0.0001228313,0.0003405552,0.00005748757,0.001042722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006103897,0.01218824,0.9261218,0.0002600222,0.00001460611,0.00001511443,0.004961301,2.771067e-7,0.00006988637,0.0009685673,0.0006402754,0.05469887],"study_design_scores_gemma":[0.00191607,0.001166631,0.9941836,0.0001289667,0.00000376131,0.00001040465,0.001647217,0.00004696197,0.00002365544,0.00009185077,0.0006449182,0.0001359572],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9816378,0.00002957033,0.0002206005,0.01680126,0.00008251103,0.0006530922,0.00002085094,0.0001277797,0.0004265479],"genre_scores_gemma":[0.993421,0.00003647524,0.0002336734,0.005936046,0.0001840486,0.00004434355,0.00006449763,0.00002097931,0.00005899369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0680618,"threshold_uncertainty_score":0.4613397,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3135073627","doi":"10.3934/publichealth.2021017","title":"Early childhood educator perceptions of risky play in an outdoor loose parts intervention","year":2021,"lang":"en","type":"article","venue":"AIMS Public Health","topic":"Children's Physical and Motor Development","field":"Psychology","cited_by":35,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Thematic analysis; Early childhood; Context (archaeology); Psychology; Creativity; Intervention (counseling); Mental health; Psychological resilience; Perception; Focus group; Developmental psychology; Early childhood education; Qualitative research; Applied psychology; Social psychology; Sociology; Psychotherapist","authors":[{"name":"Rebecca Spencer","is_ca":true},{"name":"Nila Joshi","is_ca":true},{"name":"Karina Branje","is_ca":true},{"name":"Naomi Murray","is_ca":true},{"name":"Sara Kirk","is_ca":true},{"name":"Michelle Stone","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02925066254955961,"gpt":0.3424627642143468,"spread":0.3132121016647872,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004298614,0.0001399866,0.0003054069,0.0001565727,0.0000854902,0.00003754921,0.0001656341,0.0000863294,0.001616342],"category_scores_gemma":[0.00004432829,0.0001386859,0.0001150235,0.0003976102,0.0000566599,0.0001943191,0.00006452,0.0002713798,0.0002017698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001314246,"about_ca_system_score_gemma":0.0006740525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009799018,"about_ca_topic_score_gemma":0.0008347814,"domain_scores_codex":[0.9979724,0.0003910729,0.000555379,0.0004189223,0.0001844167,0.0004778144],"domain_scores_gemma":[0.9989135,0.00003835928,0.0001556511,0.0004241352,0.00009237631,0.0003759449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00002216978,0.01266068,0.271297,0.00006213049,0.0001104881,0.0000125429,0.0859705,0.000001047188,0.00007495051,0.0125068,0.00740411,0.6098775],"study_design_scores_gemma":[0.0008988844,0.0002802193,0.9896339,0.00004704179,0.000003561483,0.000009291129,0.00191782,0.00000143743,0.00001531221,0.0006014172,0.00646492,0.0001261606],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989431,0.0001698909,0.0001107907,0.008301505,0.0007040496,0.0002933875,0.00004837241,0.00004384767,0.0008972129],"genre_scores_gemma":[0.9974114,0.00002093303,0.000269388,0.001097648,0.0002000004,0.00008039644,0.0002163404,0.00002066121,0.0006831797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7183369,"threshold_uncertainty_score":0.9992963,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2791522553","doi":"10.3934/publichealth.2018.1.13","title":"The application of implementation science theories for population health: A critical interpretive synthesis","year":2018,"lang":"en","type":"review","venue":"AIMS Public Health","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":34,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University; Mount Saint Vincent University","funders":"","keywords":"Psychological intervention; Population; Relevance (law); Population health; Psychology; Health care; Management science; Medicine; Political science; Environmental health; Engineering","authors":[{"name":"Jessie‐Lee D. McIsaac","is_ca":true},{"name":"Grace Warner","is_ca":true},{"name":"Logan Lawrence","is_ca":true},{"name":"Robin Urquhart","is_ca":true},{"name":"Sheri Price","is_ca":true},{"name":"Jacqueline Gahagan","is_ca":true},{"name":"Mary McNally","is_ca":true},{"name":"Lois Jackson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5742280892199527,"gpt":0.7365522263601151,"spread":0.1623241371401624,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.04111688,0.0004083828,0.001614203,0.0007279589,0.006753873,0.0001144286,0.001308621,0.0002341341,0.0001100564],"category_scores_gemma":[0.03956462,0.0002870309,0.000241645,0.002369475,0.001366438,0.0006811533,0.0002911179,0.0005829348,0.00008800749],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003571677,"about_ca_system_score_gemma":0.03447248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003940912,"about_ca_topic_score_gemma":0.002495077,"domain_scores_codex":[0.9856122,0.005190356,0.004584898,0.0009856721,0.001190579,0.00243629],"domain_scores_gemma":[0.9505963,0.04082911,0.004632921,0.001193613,0.001799086,0.0009490068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005609432,0.00001803141,0.00007370142,0.0132454,0.0000169663,1.277509e-8,0.00483498,9.782989e-9,7.870575e-8,0.1875141,0.00623879,0.7880524],"study_design_scores_gemma":[0.00009425169,0.000284185,0.0002787596,0.004512393,0.0000323499,0.000001917372,0.00366144,0.0000370385,2.378662e-7,0.002136475,0.9887626,0.0001983287],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000171355,0.7274235,0.1079669,0.1302392,0.002984775,0.02719291,0.003409228,0.0002887058,0.0004776713],"genre_scores_gemma":[0.004491711,0.9613136,0.003775441,0.01325038,0.0009101198,0.01590969,0.0001838527,0.0001043987,0.00006079809],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9825239,"threshold_uncertainty_score":0.9999582,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4206528389","doi":"10.3934/publichealth.2022015","title":"Impact of an outdoor loose parts intervention on Nova Scotia preschoolers' fundamental movement skills: a multi-methods randomized controlled trial","year":2021,"lang":"en","type":"article","venue":"AIMS Public Health","topic":"Children's Physical and Motor Development","field":"Psychology","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Izaak Walton Killam Health Centre; Dalhousie University","funders":"","keywords":"Movement (music); Psychological intervention; Psychology; Randomized controlled trial; Intervention (counseling); Nova scotia; Movement assessment; Cognition; Early childhood; Perception; Developmental psychology; Motor skill; Medicine; Geography","authors":[{"name":"Karina Branje","is_ca":true},{"name":"Daniel Stevens","is_ca":true},{"name":"Heather Hobson","is_ca":true},{"name":"Sara Kirk","is_ca":true},{"name":"Michelle Stone","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0465339764486989,"gpt":0.4293486068715847,"spread":0.3828146304228858,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00511095,0.0003549627,0.001962239,0.0002116584,0.00008812084,0.00009026894,0.0002272837,0.0001376298,0.003056544],"category_scores_gemma":[0.0007352238,0.0002612277,0.00120688,0.0002913594,0.0001131293,0.0001805217,0.0001010674,0.0003423064,0.0001070915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004166744,"about_ca_system_score_gemma":0.0008110866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001761797,"about_ca_topic_score_gemma":0.0002210964,"domain_scores_codex":[0.9920865,0.004440028,0.001647283,0.0006838336,0.0004195893,0.0007227606],"domain_scores_gemma":[0.9971718,0.0006163677,0.0007852203,0.0006175598,0.0001939858,0.0006150829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.6949532,0.03471586,0.0008853514,0.00007006394,0.003370459,0.00001670379,0.004940149,0.00001554183,0.0001995143,0.002648128,0.002916788,0.2552682],"study_design_scores_gemma":[0.9684147,0.002711469,0.02714734,0.00009187134,0.00005307702,0.000004057557,0.0002260736,0.0001982939,0.0001022633,0.0003229058,0.0004789132,0.0002490918],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9829372,0.0003118761,0.004969911,0.00196366,0.00283417,0.006031635,0.00006834562,0.00007828621,0.0008049153],"genre_scores_gemma":[0.9908628,0.00001838239,0.004831369,0.001704578,0.0003217263,0.0004452288,0.000280871,0.00003978455,0.001495298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2734615,"threshold_uncertainty_score":0.999984,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2440909077","doi":"10.3934/publichealth.2016.2.389","title":"Building Interdisciplinary Research Capacity: a Key Challenge for Ecological Approaches in Public Health","year":2016,"lang":"en","type":"article","venue":"AIMS Public Health","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University; University of Northern British Columbia; Lakehead University","funders":"","keywords":"Public health; Relevance (law); Context (archaeology); Reductionism; Engineering ethics; Sociology; Management science; Political science; Ecology; Public relations; Medicine; Engineering; Epistemology; Geography; Biology","authors":[{"name":"Lindsay P. Galway","is_ca":true},{"name":"Margot W. Parkes","is_ca":true},{"name":"D. M. Allen","is_ca":true},{"name":"Tim K. Takaro","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.71150633680684,"gpt":0.5798608816144777,"spread":0.1316454551923623,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.04741427,0.0003864925,0.001025832,0.001575843,0.00368763,0.00009193507,0.0009377185,0.0006413763,0.0003375177],"category_scores_gemma":[0.004669513,0.0002750655,0.0001459733,0.001656534,0.0003835705,0.0009546631,0.0009697123,0.001916926,0.000212153],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.007568784,"about_ca_system_score_gemma":0.02134337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003554182,"about_ca_topic_score_gemma":0.006431303,"domain_scores_codex":[0.9823287,0.006865204,0.002313773,0.001189887,0.0008460556,0.006456386],"domain_scores_gemma":[0.9899819,0.004854031,0.0007306539,0.001005255,0.0006406179,0.002787512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003594562,0.001361879,0.005342163,0.001668115,0.00002687088,0.000001105593,0.04994618,3.749096e-7,0.000005928534,0.5583715,0.1360015,0.2472384],"study_design_scores_gemma":[0.002029195,0.00142965,0.03804765,0.0004928926,0.000001024515,0.000005805666,0.02431839,0.0002472145,3.663702e-7,0.02901312,0.9040804,0.0003343238],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1349829,0.000397452,0.006204372,0.8430616,0.001617258,0.004510043,0.000112151,0.000257727,0.008856553],"genre_scores_gemma":[0.9680504,0.0008182409,0.004230679,0.01848083,0.002183613,0.004958661,0.00007142678,0.00009774552,0.001108386],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8330675,"threshold_uncertainty_score":0.9999701,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3126824154","doi":"10.3934/publichealth.2021013","title":"COVID-19 restrictions: experiences of immigrant parents in Toronto","year":2021,"lang":"en","type":"article","venue":"AIMS Public Health","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Regent Park Community Health Centre; Toronto Metropolitan University","funders":"","keywords":"Immigration; Thematic analysis; Coping (psychology); Psychology; Qualitative research; Anxiety; Psychological resilience; Phone; Sociology; Social psychology; Political science; Clinical psychology; Social science","authors":[{"name":"Sepali Guruge","is_ca":true},{"name":"Paula Lamaj","is_ca":true},{"name":"Charlotte Lee","is_ca":true},{"name":"Charlene Ronquillo","is_ca":true},{"name":"Souraya Sidani","is_ca":true},{"name":"Ernest Leung","is_ca":true},{"name":"Andrew Ssawe","is_ca":true},{"name":"Jason Altenberg","is_ca":true},{"name":"Hasina Amanzai","is_ca":true},{"name":"Lynn Morrison","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1362897418533003,"gpt":0.4758769206297429,"spread":0.3395871787764425,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001026236,0.0001258911,0.0003204897,0.0001226689,0.00014974,0.00001773995,0.0002006007,0.0000968463,0.003378003],"category_scores_gemma":[0.0004075402,0.0001247468,0.00006261999,0.0006096272,0.00007352621,0.0001839477,0.00005992596,0.0001465816,0.00003186327],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003048873,"about_ca_system_score_gemma":0.008671816,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3697382,"about_ca_topic_score_gemma":0.1207511,"domain_scores_codex":[0.9974166,0.0005375812,0.0006772188,0.0004402578,0.0002761637,0.0006521833],"domain_scores_gemma":[0.9981347,0.0002366835,0.0001931119,0.0004792805,0.00005581805,0.0009003708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001310644,0.003378471,0.1661468,0.000786671,0.00005547327,0.0001326875,0.6180926,0.000002743562,0.00003273174,0.05111302,0.03431347,0.1258142],"study_design_scores_gemma":[0.001548679,0.0004233255,0.08372602,0.00003787829,0.000002169357,0.00003505887,0.5427642,0.00001233559,0.00001401983,0.0002203724,0.3710483,0.0001676227],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9451266,0.01234869,0.000583464,0.02977964,0.00240062,0.0006105494,0.00004527413,0.00009975924,0.009005405],"genre_scores_gemma":[0.9808275,0.001159017,0.0001162295,0.01693484,0.00007550226,0.0002278946,0.00004856385,0.00001197434,0.000598469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3367348,"threshold_uncertainty_score":0.997533,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2509858812","doi":"10.3934/publichealth.2016.4.663","title":"The Influence of Weather Variation, Urban Design and Built Environment on Objectively Measured Sedentary Behaviour in Children","year":2016,"lang":"en","type":"article","venue":"AIMS Public Health","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Dalhousie University; Saskatchewan Health; University of Saskatchewan; University of Regina","funders":"","keywords":"Variation (astronomy); Environmental science; Sedentary behavior; Urban design; Climatology; Meteorology; Geography; Physical activity; Physical medicine and rehabilitation; Medicine; Geology; Architecture","authors":[{"name":"Tarun Reddy Katapally","is_ca":true},{"name":"Daniel Rainham","is_ca":true},{"name":"Nazeem Muhajarine","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02196895445538162,"gpt":0.2620000019870915,"spread":0.2400310475317099,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011841,0.0001328746,0.0002544445,0.00008159754,0.00009858314,0.00001375599,0.0001164049,0.00005819972,0.00001262853],"category_scores_gemma":[0.0001696821,0.00007834975,0.0000327295,0.0001116755,0.0001244527,0.0001674082,0.00005658155,0.0001618406,0.00001355354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002988969,"about_ca_system_score_gemma":0.0002745616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001459736,"about_ca_topic_score_gemma":0.00006354677,"domain_scores_codex":[0.9983323,0.0003628567,0.0002760644,0.0002862961,0.0004116602,0.0003308068],"domain_scores_gemma":[0.9989715,0.0002731746,0.0001560872,0.0003381296,0.000045787,0.000215319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003595393,0.001890814,0.9904687,0.000009834488,0.00004001025,7.654475e-7,0.0004786759,0.000006190782,0.000650376,0.0005312092,0.000220973,0.005666507],"study_design_scores_gemma":[0.001092308,0.000707419,0.9970294,0.00005509129,0.00001070659,0.000005253954,0.00001920737,0.00001061741,0.0002616856,0.0005806272,0.000151641,0.00007610114],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878658,0.00007998795,0.00029571,0.01085538,0.00002004617,0.0008155247,0.00001170101,0.00002058566,0.00003523433],"genre_scores_gemma":[0.9988094,0.0001237019,0.0001504452,0.0007062672,0.00005304033,0.00004050866,0.000002662642,0.00001793279,0.0000960277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01094359,"threshold_uncertainty_score":0.319501,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2800993248","doi":"10.3934/publichealth.2018.2.111","title":"Individual movements and contact patterns in a Canadian long-term care facility","year":2018,"lang":"en","type":"article","venue":"AIMS Public Health","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto; York University","funders":"","keywords":"Duration (music); Interquartile range; Long-term care; Health care; Movement (music); Cluster analysis; Term (time); Medicine; Computer science; Psychology; Statistics; Nursing; Artificial intelligence; Mathematics","authors":[{"name":"David Champredon","is_ca":true},{"name":"Mehdi Najafi","is_ca":true},{"name":"Marek Laskowski","is_ca":true},{"name":"Ayman Chit","is_ca":true},{"name":"Seyed M. Moghadas","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2878184056276811,"gpt":0.4435425694321402,"spread":0.1557241638044591,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001898868,0.0001722408,0.0004277935,0.0001405376,0.0002409838,0.00005140419,0.0002041285,0.0001062393,0.0002005493],"category_scores_gemma":[0.002188892,0.0001429372,0.00003390814,0.0001731703,0.00008869581,0.000110261,0.0001744239,0.000213667,0.00002459261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001085687,"about_ca_system_score_gemma":0.0008240033,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5183535,"about_ca_topic_score_gemma":0.9325988,"domain_scores_codex":[0.9976611,0.0003151754,0.0004659778,0.0003924885,0.0002036507,0.0009616384],"domain_scores_gemma":[0.998273,0.0005003582,0.0001223562,0.0002960071,0.00008898884,0.0007193036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000002175333,0.00003744053,0.9699482,0.0002098601,0.00002197881,0.000006173294,0.005172142,1.104578e-8,2.241721e-7,0.0009649055,0.0008836059,0.02275325],"study_design_scores_gemma":[0.0004116394,0.0002255124,0.9906104,0.00003925601,0.000002320547,0.000001175736,0.0006542041,0.000005695185,8.742622e-7,0.001377582,0.006543377,0.0001280241],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866605,0.0002227218,0.0002440565,0.01139067,0.00009350151,0.0005698611,0.0004435368,0.00004998207,0.0003251286],"genre_scores_gemma":[0.9883572,0.00006167786,0.0001030664,0.01128419,0.0000609935,0.00004347989,0.00005713549,0.000008013533,0.00002419462],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4142453,"threshold_uncertainty_score":0.5828812,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3203160654","doi":"10.3934/publichealth.2021053","title":"COVID-19 pandemic containment in the Caribbean Region: A review of case-management and public health strategies","year":2021,"lang":"en","type":"review","venue":"AIMS Public Health","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"","keywords":"Public health; Pandemic; Quarantine; Economic growth; Medicine; Epidemiology; Geography; Political science; Environmental health; Development economics; Coronavirus disease 2019 (COVID-19); Disease; Nursing; Economics","authors":[{"name":"Srikanth Umakanthan","is_ca":false},{"name":"Anuradha Chauhan","is_ca":true},{"name":"Madan M. Gupta","is_ca":false},{"name":"Pradeep Kumar Sahu","is_ca":false},{"name":"Maryann M Bukelo","is_ca":false},{"name":"Vijay Kumar Chattu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.6839979694756589,"gpt":0.5475856679258455,"spread":0.1364123015498134,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.02657736,0.000780113,0.006043246,0.0003419561,0.0004600027,0.0001440335,0.0008121748,0.0002855556,0.00006744289],"category_scores_gemma":[0.0121063,0.0004780246,0.000559411,0.001640845,0.0003446946,0.0001669753,0.0007198055,0.001073523,0.000003172538],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.003912171,"about_ca_system_score_gemma":0.01072267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004182031,"about_ca_topic_score_gemma":0.00347413,"domain_scores_codex":[0.9815952,0.01070932,0.004036821,0.001257021,0.0008303847,0.001571234],"domain_scores_gemma":[0.9854387,0.00902654,0.002758375,0.001560669,0.0001534949,0.001062196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[7.416091e-7,0.0001963677,0.0001041251,0.3881272,0.0002541535,0.0004122409,0.001086931,4.056988e-8,7.824447e-11,0.1263582,0.05135823,0.4321018],"study_design_scores_gemma":[0.0002902558,0.0002538194,0.00001596119,0.03199514,0.000139804,0.00184162,0.006383896,0.000001152906,6.249185e-11,0.00412321,0.9546263,0.000328849],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000002530247,0.869191,0.001646824,0.1233423,0.00008975927,0.005203935,0.00007362724,0.00009733983,0.000352716],"genre_scores_gemma":[0.0001273579,0.9381145,0.0006284523,0.05963659,0.00008382959,0.001185479,0.0001392808,0.00004642277,0.00003805682],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.903268,"threshold_uncertainty_score":0.9999116,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2140118005","doi":"10.3934/publichealth.2015.4.616","title":"Local Spatial Analysis and Dynamic Simulation of Childhood Obesity and Neighbourhood Walkability in a Major Canadian City","year":2015,"lang":"en","type":"article","venue":"AIMS Public Health","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Calgary; Alberta Health Services","funders":"","keywords":"Walkability; Neighbourhood (mathematics); Psychological intervention; Childhood obesity; Environmental health; Built environment; Socioeconomic status; Obesity; Geography; Psychology; Medicine; Overweight; Engineering; Population; Civil engineering","authors":[{"name":"Rizwan Shahid","is_ca":true},{"name":"Stefania Bertazzon","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02665293406085298,"gpt":0.3128683077197364,"spread":0.2862153736588834,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002963624,0.00009325054,0.000327549,0.0002830637,0.0002215376,0.00005591175,0.0001192711,0.0001144265,0.00007377446],"category_scores_gemma":[0.0002545906,0.00009250613,0.00004207422,0.001024426,0.0003115507,0.0003847829,0.00001991573,0.0001480698,4.66138e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005258524,"about_ca_system_score_gemma":0.002497295,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9343781,"about_ca_topic_score_gemma":0.9938195,"domain_scores_codex":[0.9983492,0.0002538486,0.0003644336,0.0003218256,0.0002810925,0.0004295738],"domain_scores_gemma":[0.9985767,0.00008345229,0.000121835,0.000158881,0.0001340824,0.0009250385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000004176803,0.0001308916,0.967121,0.00001524231,0.00001811733,4.889832e-7,0.007020487,0.00004217825,8.638465e-8,0.0001635848,0.000002678871,0.02548108],"study_design_scores_gemma":[0.0003566556,0.00004042184,0.9903659,0.000003961825,0.00001791934,5.582202e-8,0.001213741,0.006244331,3.811344e-7,0.001561208,0.0001144876,0.00008095244],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904206,0.0001240901,0.003206787,0.005332909,0.00004222776,0.0003166234,0.00004654064,0.00001916903,0.0004909986],"genre_scores_gemma":[0.9996276,0.00001289479,0.00007981985,0.0002089118,0.00002370356,0.00000322445,0.00003018344,0.000003760933,0.000009836225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05944138,"threshold_uncertainty_score":0.4430093,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3082522102","doi":"10.3934/publichealth.2020051","title":"Reported handwashing practices of Vietnamese people during the COVID-19 pandemic and associated factors: a 2020 online survey","year":2020,"lang":"en","type":"article","venue":"AIMS Public Health","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Vietnamese; Pandemic; Hand washing; Medicine; Coronavirus disease 2019 (COVID-19); Quarter (Canadian coin); Social media; Environmental health; Family medicine; Hygiene; Disease; Geography","authors":[{"name":"Lê Thị Hương","is_ca":false},{"name":"Le Tu Hoang","is_ca":false},{"name":"Tran Thi Tuyet Hanh","is_ca":false},{"name":"Nguyễn Quỳnh Anh","is_ca":false},{"name":"Huong Thi Thanh Nguyen","is_ca":false},{"name":"Do Manh Cuong","is_ca":false},{"name":"Bui Thi Tu Quyen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2049245884103064,"gpt":0.4057901791904808,"spread":0.2008655907801744,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002812295,0.0001145491,0.0003901877,0.00006159194,0.0002674354,0.00004986677,0.0000565042,0.00008761521,0.00008002628],"category_scores_gemma":[0.0227838,0.00007947917,0.00005767453,0.00058544,0.00003579367,0.0002497131,0.00004254865,0.0003400226,0.000001482141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001916694,"about_ca_system_score_gemma":0.001151801,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007268486,"about_ca_topic_score_gemma":0.009397026,"domain_scores_codex":[0.9980389,0.0005904514,0.0005664413,0.0002501143,0.0002929968,0.0002610388],"domain_scores_gemma":[0.9972359,0.0006181553,0.001260587,0.0001696971,0.0002300391,0.0004856411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007725397,0.0001181126,0.9937108,0.0002074767,0.0001080476,0.000003163048,0.004471089,0.000005248241,0.0002068156,0.00000555805,0.0006235943,0.0004628925],"study_design_scores_gemma":[0.001521918,0.000233431,0.9895629,0.00002109935,0.00002814353,0.000049422,0.001008135,0.002708534,0.000003252992,0.000003858164,0.004797833,0.00006145959],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9306564,0.000228472,0.0007721211,0.06762756,0.00008839389,0.000432895,0.00006135862,0.0001098649,0.00002297158],"genre_scores_gemma":[0.9931293,0.0002415368,0.00001779392,0.006016339,0.0001232117,0.000006885946,0.0003748121,0.00001412828,0.00007602536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06247291,"threshold_uncertainty_score":0.9993422,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2900337203","doi":"10.3934/publichealth.2018.4.411","title":"Voluntary nutrition guidelines to support healthy eating in recreation and sports settings are ineffective: findings from a prospective study","year":2018,"lang":"en","type":"article","venue":"AIMS Public Health","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Victoria; University of Calgary; Mount Saint Vincent University; Dalhousie University","funders":"Canadian Institutes of Health Research; Department of Health, Western Cape Government; Nova Scotia Department of Health and Wellness; Heart and Stroke Foundation of Canada","keywords":"Recreation; Physical therapy; Turnover; Medicine; Psychology; Environmental health; Political science; Economics; Management","authors":[{"name":"Jessie‐Lee D. McIsaac","is_ca":true},{"name":"Sherry Jarvis","is_ca":true},{"name":"Dana Lee Olstad","is_ca":true},{"name":"P-J Naylor","is_ca":true},{"name":"Laurene Rehman","is_ca":true},{"name":"Sara Kirk","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04320974645017381,"gpt":0.3682948719760895,"spread":0.3250851255259157,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001796084,0.0002568934,0.0006997039,0.0003820573,0.0002376624,0.00005716565,0.00008314023,0.0001016642,0.00005049435],"category_scores_gemma":[0.001114897,0.0002489772,0.00004310856,0.0007517127,0.00006744627,0.0004768434,0.0001337438,0.0003804945,0.0000207108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008295988,"about_ca_system_score_gemma":0.0004367911,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007124699,"about_ca_topic_score_gemma":0.003126288,"domain_scores_codex":[0.9971316,0.0002349079,0.0006759418,0.0008028614,0.0005500579,0.0006045977],"domain_scores_gemma":[0.9980837,0.0001800814,0.0002646271,0.0003245432,0.0005586274,0.0005884598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001649891,0.005701758,0.9722821,0.0002216509,0.00002664496,0.00001927298,0.005742072,1.038493e-7,0.00006186034,0.00002791457,0.003648157,0.01210354],"study_design_scores_gemma":[0.002441665,0.006771268,0.9847922,0.0006184373,0.00001588851,0.00001270308,0.003569906,0.0001550068,0.00006543968,0.0005153557,0.0008563793,0.0001857458],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9670511,0.00004773224,0.00005948598,0.02846968,0.0001450709,0.00392566,0.00003760089,0.0001376683,0.0001260105],"genre_scores_gemma":[0.9894916,0.00002537915,0.001894959,0.007238596,0.0008545302,0.0002985923,0.0001196077,0.00004030686,0.00003643891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02244049,"threshold_uncertainty_score":0.9999962,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2881778650","doi":"10.3934/publichealth.2018.3.235","title":"Criterion scores, construct validity and reliability of a web-based instrument to assess physiotherapists’ clinical reasoning focused on behaviour change: ‘Reasoning 4 Change’","year":2018,"lang":"en","type":"article","venue":"AIMS Public Health","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Reliability (semiconductor); Construct validity; Construct (python library); Psychology; Context (archaeology); Applied psychology; Test (biology); Clinical psychology; Internal consistency; Convergent validity; Physical therapy; Psychometrics; Medicine; Computer science","authors":[{"name":"Maria Elvén","is_ca":false},{"name":"Jacek Hochwälder","is_ca":false},{"name":"Elizabeth Dean","is_ca":true},{"name":"Olle Hällman","is_ca":false},{"name":"Anne Söderlund","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2400223441486042,"gpt":0.4518813126106048,"spread":0.2118589684620006,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005110593,0.0003245892,0.001070987,0.0002241332,0.0002197878,0.00007007108,0.0001823995,0.0002638868,0.0001203117],"category_scores_gemma":[0.02831893,0.0002771947,0.0001876502,0.0005128878,0.0005230563,0.000150328,0.0001179736,0.0005142111,0.00001791053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002688405,"about_ca_system_score_gemma":0.001314019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002109839,"about_ca_topic_score_gemma":0.0001273654,"domain_scores_codex":[0.9957373,0.0007840053,0.001121302,0.0008945639,0.0006894344,0.0007734167],"domain_scores_gemma":[0.9926463,0.004012396,0.0005008856,0.0008964095,0.0004994923,0.001444521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004182947,0.001114847,0.8459528,0.0002087382,0.00002178219,0.000008691567,0.0005867107,1.037391e-7,0.00002265159,0.0002712913,0.001003912,0.1503901],"study_design_scores_gemma":[0.004464154,0.008047876,0.9787881,0.005244978,0.00003639083,0.00001640105,0.00008726089,0.0009728852,0.0001499089,0.00004560316,0.001891451,0.0002549754],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9730818,0.0001081722,0.0003304993,0.02392749,0.0007339672,0.001441824,0.00007742947,0.000148043,0.0001507428],"genre_scores_gemma":[0.974275,0.0001842875,0.009452894,0.01479045,0.00100282,0.0001656781,0.0000673351,0.00004916259,0.00001240151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1501352,"threshold_uncertainty_score":0.9999681,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2611799824","doi":"10.3934/publichealth.2017.2.171","title":"Leisure-time Physical Activity and Sedentary Behaviour in Older People: The Influence of Sport Involvement on Behaviour Patterns in Later Life","year":2017,"lang":"en","type":"article","venue":"AIMS Public Health","topic":"Physical Activity and Health","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"York University","funders":"","keywords":"Physical activity; Leisure time; Psychology; Gerontology; Psychological intervention; Sedentary behavior; Active ageing; Older people; Medicine; Physical therapy","authors":[{"name":"Amy Gayman","is_ca":true},{"name":"Jessica Fraser‐Thomas","is_ca":true},{"name":"Jamie Spinney","is_ca":false},{"name":"Rachael C. Stone","is_ca":true},{"name":"Joseph Baker","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04484404400591599,"gpt":0.3467311484629985,"spread":0.3018871044570826,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008710294,0.0001918067,0.0007592422,0.0001253365,0.0001898667,0.00004301822,0.000220762,0.00008810584,0.00001969604],"category_scores_gemma":[0.00004786295,0.0001390755,0.00006285044,0.0001288312,0.0001240563,0.0004344132,0.0001533444,0.0007067113,0.000008542303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002090392,"about_ca_system_score_gemma":0.000684112,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02547273,"about_ca_topic_score_gemma":0.007426663,"domain_scores_codex":[0.998217,0.00009004916,0.0003197865,0.000380857,0.0004476892,0.0005446497],"domain_scores_gemma":[0.9985184,0.00007209952,0.0002958557,0.0006462277,0.00004880565,0.00041862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007449952,0.003965227,0.9903764,0.0001950001,0.00001124981,0.00001344397,0.002253612,0.000002973265,0.0001280542,0.00008612671,0.00005870814,0.002834673],"study_design_scores_gemma":[0.001422136,0.0006593894,0.9971033,0.0002341178,0.00001192217,0.000003277925,0.0001175789,0.0001250283,0.0001478469,0.00003343458,0.0000314566,0.0001104965],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9602656,0.000008712852,0.000001275895,0.03878219,0.00003964959,0.0008159109,0.00002936952,0.0000166084,0.00004063604],"genre_scores_gemma":[0.9975548,0.00004932832,0.000005310676,0.002161726,0.0001021473,0.00005202266,0.00001993083,0.00001811129,0.00003663074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03728914,"threshold_uncertainty_score":0.9810168,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4211213135","doi":"10.3934/publichealth.2022020","title":"Rapid assessment of communication consistency: sentiment analysis of public health briefings during the COVID-19 pandemic","year":2022,"lang":"en","type":"article","venue":"AIMS Public Health","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Alberta","funders":"","keywords":"Pandemic; Public health; Consistency (knowledge bases); Coronavirus disease 2019 (COVID-19); Mass media; Political science; Psychology; Medicine; Public relations; Computer science; Law; Nursing; Artificial intelligence; Pathology","authors":[{"name":"Okan Bulut","is_ca":true},{"name":"Cheryl Poth","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1923845032481937,"gpt":0.4323367647059831,"spread":0.2399522614577895,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0210014,0.00009986314,0.0004348644,0.0005486342,0.002623402,0.0001071584,0.0006320075,0.00003758206,0.001725793],"category_scores_gemma":[0.0007638695,0.00008737167,0.0001546406,0.002820448,0.0003328722,0.0004036999,0.0002219557,0.0002769133,0.000001285223],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002120136,"about_ca_system_score_gemma":0.01135253,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03265546,"about_ca_topic_score_gemma":0.004755764,"domain_scores_codex":[0.9932752,0.003619506,0.001065167,0.0001822123,0.001245477,0.0006123958],"domain_scores_gemma":[0.9966451,0.0004495006,0.001404845,0.0006335127,0.0001921049,0.0006749302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001019617,0.0008068528,0.144023,0.0003314138,0.00107435,3.235748e-7,0.5480536,0.0007816834,0.00001539974,0.2130413,0.02448034,0.06738153],"study_design_scores_gemma":[0.0006897061,0.0001518683,0.2054583,0.000007578322,0.00003574507,0.000003685293,0.09706393,0.001661275,7.221989e-7,0.0001530005,0.6946319,0.0001421747],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3640254,0.001172919,0.001861474,0.623835,0.0001302255,0.001038166,0.0001614813,0.0001244962,0.007650928],"genre_scores_gemma":[0.9698254,0.001611365,0.000182582,0.02798224,0.00001145253,0.00002070185,0.0001201687,0.000006335568,0.0002397582],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6701516,"threshold_uncertainty_score":0.9991868,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2765073795","doi":"10.3934/publichealth.2016.1.65","title":"Exploring the Specifications of Spatial Adjacencies and Weights in Bayesian Spatial Modeling with Intrinsic Conditional Autoregressive Priors in a Small-area Study of Fall Injuries","year":2016,"lang":"en","type":"article","venue":"AIMS Public Health","topic":"Data-Driven Disease Surveillance","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Waterloo","funders":"","keywords":"Bayesian probability; Prior probability; Spatial analysis; Autoregressive model; Statistics; Adjacency list; Small area estimation; Computer science; Mathematics; Bayesian inference; Geography; Algorithm","authors":[{"name":"Jane Law","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.148726839686414,"gpt":0.2926366523454052,"spread":0.1439098126589912,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006009333,0.0001493849,0.0004433041,0.0003662237,0.00006897142,0.00001357615,0.0001441815,0.00002877831,0.00002006045],"category_scores_gemma":[0.0002877737,0.00008585523,0.00002409423,0.0003042596,0.0002219037,0.0002732755,0.00007636301,0.0001526097,8.11726e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001629268,"about_ca_system_score_gemma":0.00102247,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007684878,"about_ca_topic_score_gemma":0.04475243,"domain_scores_codex":[0.9981943,0.0002333086,0.000620682,0.0003117218,0.000340085,0.0002998671],"domain_scores_gemma":[0.9987144,0.0002283094,0.000273037,0.0004002372,0.0002085282,0.0001754901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003657179,0.00103724,0.9358135,0.0001565501,0.00007154591,0.00001359312,0.0175982,0.00005487717,0.00004101166,0.002408614,0.00001413677,0.04242502],"study_design_scores_gemma":[0.002644302,0.0006419024,0.9903205,0.0003790326,0.00000938332,0.000004856416,0.004081714,0.001569239,0.0000225214,0.0001558257,0.00007342087,0.00009732824],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881582,0.00008888906,0.006135586,0.004366368,0.00004381208,0.0009849296,0.0001499758,0.00002524913,0.00004696316],"genre_scores_gemma":[0.9991994,0.0001219568,0.0003297408,0.00006861374,0.00005393891,0.0001483031,0.00005717997,0.00001594611,0.000004957466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05450698,"threshold_uncertainty_score":0.9989231,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2941702384","doi":"10.3934/publichealth.2019.2.154","title":"Effect of body position on relieve of foreign body from the airway<sup>†</sup>","year":2019,"lang":"en","type":"review","venue":"AIMS Public Health","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Lethbridge","funders":"","keywords":"Choking; Foreign body; Airway; Airway obstruction; Body position; Position (finance); Medicine; Prone position; Head and neck; Anesthesia; Surgery; Physical medicine and rehabilitation; Anatomy; Business","authors":[{"name":"Artur Luczak","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02987711307624206,"gpt":0.3462423232894641,"spread":0.316365210213222,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00377825,0.0006092923,0.003432118,0.0004125949,0.0001513614,0.00003812858,0.0003717925,0.0006308295,0.00009396893],"category_scores_gemma":[0.0007974522,0.0003610138,0.001294666,0.0007576119,0.0001607297,0.0001458836,0.0001044679,0.0008646987,0.0002051873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005508201,"about_ca_system_score_gemma":0.00235201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004145821,"about_ca_topic_score_gemma":0.00001278799,"domain_scores_codex":[0.9940906,0.001828148,0.001555948,0.000698991,0.001139045,0.0006873264],"domain_scores_gemma":[0.994018,0.002502905,0.00138693,0.001403937,0.0002937858,0.0003944643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002563435,0.0003036737,0.0002582527,0.04011475,0.0008830914,0.00001159844,0.0005185969,0.000003212531,0.00001693171,0.0040416,0.04334898,0.910243],"study_design_scores_gemma":[0.001789224,0.003517608,0.001258124,0.02084087,0.001242493,0.00002072448,0.00004901381,0.00007905818,0.0000125896,0.0000782026,0.9707733,0.0003387882],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003140297,0.9761226,0.0001222322,0.003159443,0.001607285,0.006126047,0.0006124958,0.00009631892,0.009013281],"genre_scores_gemma":[0.02578865,0.9668453,0.00006123629,0.0007906813,0.001435062,0.0001769202,0.004528115,0.0001342913,0.0002397422],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9274243,"threshold_uncertainty_score":0.9998842,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4321234723","doi":"10.3934/publichealth.2023006","title":"The mental health of laboratory and rehabilitation specialists during COVID-19: A rapid review","year":2023,"lang":"en","type":"review","venue":"AIMS Public Health","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Canada Research Chairs; Laurentian University; University of Toronto; University of New Brunswick; University of Guelph","funders":"Canadian Institutes of Health Research","keywords":"CINAHL; Mental health; Health care; Burnout; PsycINFO; Medicine; MEDLINE; Pandemic; Rehabilitation; Nursing; Stressor; Anxiety; Occupational stress; Psychological intervention; Psychology; Psychiatry; Clinical psychology; Coronavirus disease 2019 (COVID-19); Physical therapy","authors":[{"name":"Liam Ishaky","is_ca":true},{"name":"Myuri Sivanthan","is_ca":true},{"name":"Behdin Nowrouzi‐Kia","is_ca":true},{"name":"Andrew Papadopoulos","is_ca":true},{"name":"Basem Gohar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1740060210619847,"gpt":0.5083539394309231,"spread":0.3343479183689384,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01171813,0.0005029012,0.002504142,0.0004260837,0.001098788,0.000052788,0.0004926888,0.0002402057,0.0002603297],"category_scores_gemma":[0.001615592,0.000378401,0.0003517554,0.001687469,0.000374259,0.0001227071,0.0002068468,0.0006725885,0.0001379542],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.00465632,"about_ca_system_score_gemma":0.02300156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003449882,"about_ca_topic_score_gemma":0.001578187,"domain_scores_codex":[0.9901227,0.004418524,0.002652899,0.0009626491,0.0005956822,0.001247556],"domain_scores_gemma":[0.9925757,0.002457005,0.002097132,0.001149159,0.0001029578,0.001618059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009268509,0.00009637293,0.00002320962,0.2454693,0.00007591347,0.000002659579,0.002144252,2.98133e-9,7.437731e-9,0.004558395,0.1134819,0.6341387],"study_design_scores_gemma":[0.0004612746,0.0004767955,0.0002245753,0.01642573,0.00002742611,0.00003391187,0.0007144992,1.171949e-7,2.952535e-9,0.00005181622,0.9813526,0.0002312192],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000008969513,0.8937504,0.000004966714,0.09854726,0.001509557,0.004996376,0.0008457396,0.0001531364,0.0001835665],"genre_scores_gemma":[0.000003794906,0.9800003,0.00004464258,0.01777563,0.0003508771,0.0006521175,0.0004378562,0.0001040363,0.0006307062],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8678707,"threshold_uncertainty_score":0.9998668,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4399693127","doi":"10.3934/publichealth.2024035","title":"Is resistance to Covid-19 vaccination a “problem”? A critical policy inquiry of vaccine mandates for healthcare workers","year":2024,"lang":"en","type":"article","venue":"AIMS Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Health care; Vaccination; Resistance (ecology); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Virology; Political science; Biology; Infectious disease (medical specialty); Outbreak","authors":[{"name":"Claudia Chaufan","is_ca":true},{"name":"Natalie Hemsing","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2033318502519564,"gpt":0.5470552739017515,"spread":0.343723423649795,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003080725,0.0002490623,0.0005791476,0.0006950238,0.001259117,0.00004132283,0.0002554575,0.0001935975,0.0002726589],"category_scores_gemma":[0.002762996,0.0002187979,0.0001211475,0.001441369,0.00004165027,0.0002817972,0.0001821619,0.0004112846,0.00005998479],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001340458,"about_ca_system_score_gemma":0.00599696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004012842,"about_ca_topic_score_gemma":0.004932567,"domain_scores_codex":[0.9960811,0.0005428691,0.001156687,0.0005441088,0.0003827631,0.001292518],"domain_scores_gemma":[0.9958832,0.001927477,0.0001830824,0.0004060256,0.0005489986,0.00105123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001336461,0.0000664994,0.02344143,0.01179334,0.00006025498,0.000001560447,0.04567236,5.436798e-7,0.000003035732,0.2112944,0.6973367,0.01019622],"study_design_scores_gemma":[0.0009448384,0.0004770049,0.01931521,0.0009155663,0.00001328746,0.000001026212,0.01126163,0.00002274022,0.000003082846,0.02442612,0.9423898,0.0002296785],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.005574443,0.004229714,0.01159628,0.9733775,0.0008806545,0.002660998,0.0004182577,0.0003494626,0.0009126823],"genre_scores_gemma":[0.8712509,0.000795948,0.002252976,0.1175391,0.001333038,0.001577229,0.0001514602,0.00008327182,0.005016167],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.8656764,"threshold_uncertainty_score":0.9996381,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3102443965","doi":"10.3934/publichealth.2020066","title":"Association of climatic factors with COVID-19 in Pakistan","year":2020,"lang":"en","type":"article","venue":"AIMS Public Health","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian College of Osteopathy","funders":"","keywords":"Incidence (geometry); Demography; Coronavirus disease 2019 (COVID-19); Environmental health; Medicine; Humidity; Wind speed; Mortality rate; Geography; Meteorology; Internal medicine; Disease; Mathematics","authors":[{"name":"Yasir Rehman","is_ca":true},{"name":"Nadia Rehman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4163023367003303,"gpt":0.4944802288657872,"spread":0.07817789216545695,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003141191,0.0001560506,0.0007143881,0.00007313166,0.00009906379,0.00001719968,0.0001848902,0.00009471164,0.0001223563],"category_scores_gemma":[0.02538469,0.0001093001,0.00006158437,0.000650777,0.00005112411,0.0001016668,0.00008510377,0.0002447012,0.000008114352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001666287,"about_ca_system_score_gemma":0.0009064261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001381868,"about_ca_topic_score_gemma":0.001955079,"domain_scores_codex":[0.9973671,0.0006175899,0.0008220968,0.000289668,0.0003824005,0.000521154],"domain_scores_gemma":[0.9924718,0.006080338,0.0006880978,0.0001949317,0.00007473131,0.0004900791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001753153,0.0001694385,0.9397402,0.001153545,0.0000623962,0.000002495859,0.01012313,0.00001667131,0.000002685703,0.03028899,0.01770585,0.0007170792],"study_design_scores_gemma":[0.004635559,0.002612245,0.6549675,0.0001719682,0.0000554017,0.000001801001,0.01499631,0.001822438,0.00001199027,0.1009172,0.2189011,0.0009064332],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5300707,0.0001121633,0.0182034,0.4498231,0.0000431007,0.0008201211,0.00005286963,0.0002284624,0.0006460628],"genre_scores_gemma":[0.9729635,0.00007074764,0.002575489,0.02426794,0.00002892871,0.0000250121,0.00001259898,0.00001543989,0.00004036468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4428928,"threshold_uncertainty_score":0.9828249,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2900364829","doi":"10.3934/publichealth.2018.4.421","title":"The feasibility of a theory-based self-regulation intervention in schools to increase older adolescents’ leisure time physical activity behavior","year":2018,"lang":"en","type":"article","venue":"AIMS Public Health","topic":"Physical Activity and Health","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"University of Oxford","keywords":"Attendance; Intervention (counseling); Physical therapy; Self-control; Psychology; Physical activity; Test (biology); Fidelity; Medicine; Clinical psychology; Gerontology; Developmental psychology; Psychiatry","authors":[{"name":"James Matthews","is_ca":false},{"name":"Aidan Moran","is_ca":false},{"name":"Amanda Häll","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05660888822666079,"gpt":0.3882014060237721,"spread":0.3315925177971114,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002596145,0.0001594416,0.0005152354,0.0001299689,0.0002007785,0.00003077867,0.0001410385,0.00008707745,0.00003568544],"category_scores_gemma":[0.0004011083,0.0001176074,0.0001465999,0.0005808592,0.0001230384,0.0002640606,0.00006028218,0.0004414971,0.00007348145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006317099,"about_ca_system_score_gemma":0.001078282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001012422,"about_ca_topic_score_gemma":0.0003480291,"domain_scores_codex":[0.9974151,0.0009491169,0.0003429173,0.0003687386,0.000421609,0.0005024901],"domain_scores_gemma":[0.9982834,0.0001805271,0.0002267604,0.0005444526,0.000238911,0.0005259561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003483777,0.05589783,0.490104,0.00154879,0.00006722908,0.000003646522,0.002375948,0.000002010891,0.00691121,0.005268002,0.001237213,0.4331003],"study_design_scores_gemma":[0.00198804,0.001894177,0.9924487,0.0003221043,0.00001957891,0.000001636222,0.00004858469,0.001743093,0.0006934879,0.0004837729,0.0002611728,0.00009559446],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9849939,0.000006625241,0.00122276,0.01171635,0.00005755391,0.00181624,0.00002394976,0.00007834309,0.00008425297],"genre_scores_gemma":[0.9988869,0.000001161249,0.0001248468,0.0005737632,0.0002258987,0.00008513018,0.00002765557,0.0000179602,0.00005668377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5023448,"threshold_uncertainty_score":0.479589,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4285267623","doi":"10.3934/publichealth.2022036","title":"Experiences of wellbeing and resilience among refugee mothers and families in Calgary during the COVID-19 pandemic, and the role of participation in HIPPY, a home visiting program","year":2022,"lang":"en","type":"article","venue":"AIMS Public Health","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Victoria; University of Guelph","funders":"","keywords":"Pandemic; Refugee; Coronavirus disease 2019 (COVID-19); Resilience (materials science); Family resilience; Psychological resilience; Psychology; 2019-20 coronavirus outbreak; Sociology; Political science; Social psychology; Medicine; Virology","authors":[{"name":"Chloe Zivot","is_ca":true},{"name":"Cate Dewey","is_ca":true},{"name":"Meghan Brockington","is_ca":true},{"name":"Chioma Nwebube","is_ca":true},{"name":"Ghaid Asfour","is_ca":true},{"name":"Natasha Vattikonda","is_ca":false},{"name":"Debbie Bell","is_ca":false},{"name":"Sharada Srinivasan","is_ca":true},{"name":"Matthew Little","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02523793978313051,"gpt":0.3547927031822904,"spread":0.3295547633991599,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003110395,0.00007840228,0.0002089309,0.0001556345,0.0003233661,0.00002061326,0.0001063985,0.000035416,0.00001918471],"category_scores_gemma":[0.0001833017,0.00005492274,0.00001203454,0.0003884025,0.0004211495,0.0001230761,0.00006753336,0.0002080225,5.402522e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000686396,"about_ca_system_score_gemma":0.0001813493,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01237161,"about_ca_topic_score_gemma":0.007301031,"domain_scores_codex":[0.9978267,0.000945581,0.0004891458,0.0002376921,0.0001680043,0.0003328583],"domain_scores_gemma":[0.9989867,0.0004608748,0.0002486448,0.0001577729,0.00001508776,0.0001308904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007087008,0.00004164792,0.6452975,0.00008258678,0.000003092686,5.563321e-7,0.3266866,0.00000953106,0.00001115398,0.002560414,0.000002193979,0.02523391],"study_design_scores_gemma":[0.001038815,0.0001646438,0.7324174,0.00001336275,0.000001381414,0.00001089944,0.2640254,0.001368367,0.000003359145,0.0005232365,0.0003841752,0.00004896903],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939909,0.003024962,0.00001228686,0.002091552,0.00003141386,0.0007495488,0.000002406654,0.00001748875,0.00007946557],"genre_scores_gemma":[0.998528,0.0002806294,0.00003520385,0.0005354648,0.000009884313,0.0005933722,0.000002222902,0.000006236653,0.000008953729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08711994,"threshold_uncertainty_score":0.9942051,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2775956922","doi":"10.3934/publichealth.2017.6.615","title":"Fear, Risk, and the Responsible Choice: Risk Narratives and Lowering the Rate of Caesarean Sections in High-income Countries","year":2017,"lang":"en","type":"article","venue":"AIMS Public Health","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Victoria","funders":"","keywords":"Childbirth; Caesarean section; Psychological intervention; Population; Warrant; Health care; Public health; Intervention (counseling); Medicine; Economic growth; Business; Political science; Pregnancy; Environmental health; Economics; Nursing; Finance","authors":[{"name":"Helga Kristín Hallgrímsdóttir","is_ca":true},{"name":"Leah Shumka","is_ca":true},{"name":"Catherine Althaus","is_ca":false},{"name":"Cecilia Benoit","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03268196875122743,"gpt":0.3609103659634633,"spread":0.3282283972122359,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003692881,0.00009793056,0.0002925885,0.00009886324,0.001344507,0.000110981,0.0001303854,0.00004497894,0.0000795435],"category_scores_gemma":[0.0008233766,0.00005391449,0.00003766562,0.00009727931,0.0005555235,0.0001907544,0.0001039063,0.0004034672,0.000002887935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005163593,"about_ca_system_score_gemma":0.000313532,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07030951,"about_ca_topic_score_gemma":0.02155752,"domain_scores_codex":[0.9986463,0.0004300156,0.0003696989,0.0001678204,0.0001186382,0.0002674796],"domain_scores_gemma":[0.9984974,0.0004469059,0.0003868825,0.0004174736,0.00008827327,0.000163016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005940945,0.00007907789,0.9646605,0.001391168,0.00006762576,0.00000649424,0.009568174,0.000002175099,0.000005658498,0.01522409,0.0004107735,0.007990181],"study_design_scores_gemma":[0.001842414,0.0002882613,0.9529608,0.0002386062,0.000006202555,0.00003213871,0.0007308761,0.00009534,0.00001954,0.001639672,0.04209914,0.00004704425],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9095575,0.001270115,0.00004980324,0.08797074,0.0002051819,0.0004416101,0.000120191,0.00001483621,0.0003699775],"genre_scores_gemma":[0.9943729,0.003016928,0.0000462008,0.0004794694,0.00008018921,0.000037838,0.000002582722,0.00000917519,0.00195474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08749127,"threshold_uncertainty_score":0.9999556,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1965039884","doi":"10.3934/publichealth.2014.2.84","title":"Mental Health Service Utilization among Students and Staff in 18 Months Following Dawson College Shooting","year":2014,"lang":"en","type":"article","venue":"AIMS Public Health","topic":"Gun Ownership and Violence Research","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Université du Québec en Outaouais; Institut Universitaire en Santé Mentale de Québec; Université de Montréal; Université du Québec à Montréal; Institut universitaire en santé mentale de Montréal; Royal Victoria Hospital; Université du Québec à Trois-Rivières","funders":"Université de Montréal; McGill University Health Centre; Université du Québec en Outaouais; McGill University","keywords":"Mental health; Context (archaeology); Anxiety; Population; Substance abuse; Psychiatry; Medicine; Depression (economics); Psychology; The Internet; Environmental health","authors":[{"name":"Paule Miquelon","is_ca":true},{"name":"Alain Lesage","is_ca":true},{"name":"Richard Boyer","is_ca":true},{"name":"Stéphane Guay","is_ca":true},{"name":"Pierre Bleau","is_ca":true},{"name":"Monique Séguin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1574828900376161,"gpt":0.4545551663489691,"spread":0.297072276311353,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01014229,0.0001251704,0.0002817029,0.000231091,0.001160182,0.0002427021,0.0003632664,0.00009295902,0.00003897554],"category_scores_gemma":[0.0003971416,0.0001244417,0.00003292441,0.001096434,0.00008387043,0.0006741961,0.0001286742,0.0002423415,0.00000800595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007108217,"about_ca_system_score_gemma":0.001268728,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05813899,"about_ca_topic_score_gemma":0.1079442,"domain_scores_codex":[0.9955851,0.001489175,0.0004033623,0.000379442,0.001031706,0.001111246],"domain_scores_gemma":[0.9987067,0.0001543855,0.0001483868,0.0001657491,0.00007297125,0.0007518159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006967079,0.0002191267,0.8418564,0.000104272,0.00001049572,0.000001250728,0.05730551,0.000001906516,0.000002617383,0.004895113,0.001021388,0.09457497],"study_design_scores_gemma":[0.002033912,0.0004760991,0.6884913,0.0004897375,0.0000022867,7.519394e-7,0.2452909,0.005888882,0.0000027087,0.0004284155,0.0565279,0.0003670946],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9521559,0.0002526257,0.0001368427,0.04374184,0.0002261949,0.0008816767,0.000009611291,0.00007183507,0.002523448],"genre_scores_gemma":[0.9973473,0.0005490138,0.0001076104,0.001685816,0.0000859198,0.00002515254,0.00002667876,0.00001558225,0.0001569277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1879854,"threshold_uncertainty_score":0.9481329,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4206487457","doi":"10.3934/publichealth.2022016","title":"Preserving rural school health during the COVID-19 pandemic: Indigenous citizen scientist perspectives from a qualitative study","year":2022,"lang":"en","type":"article","venue":"AIMS Public Health","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Saskatchewan; Western University; University of Regina","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Indigenous; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Qualitative research; Citizen science; Sociology; Virology; Political science; Geography; Medicine; Social science; Infectious disease (medical specialty); Biology; Outbreak","authors":[{"name":"Prasanna Kannan","is_ca":true},{"name":"Jasmin Bhawra","is_ca":true},{"name":"Pinal Patel","is_ca":true},{"name":"Tarun Reddy Katapally","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1714102384346524,"gpt":0.4985472779757342,"spread":0.3271370395410819,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01106102,0.0003601137,0.000652011,0.0004718897,0.006637498,0.000217984,0.001277741,0.00006620861,0.005063692],"category_scores_gemma":[0.0005598561,0.0003109321,0.0001434781,0.001475269,0.0002531658,0.0002861102,0.0009082978,0.001341614,0.0001119318],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01379007,"about_ca_system_score_gemma":0.01436462,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3297189,"about_ca_topic_score_gemma":0.02342128,"domain_scores_codex":[0.9857568,0.008867133,0.001054219,0.001152363,0.001188422,0.001981118],"domain_scores_gemma":[0.9947925,0.001228107,0.0007260192,0.001214199,0.00009626597,0.001942861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001554468,0.001362582,0.1282165,0.0001121275,0.0001426528,0.00002158295,0.8566625,0.000008421083,0.000004938385,0.001217561,0.009104064,0.002991737],"study_design_scores_gemma":[0.002499063,0.001258028,0.1534183,0.000009228373,0.000005933236,0.00006086935,0.7888937,0.000006708279,7.552075e-8,0.0006039395,0.05300594,0.0002382041],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9259444,0.005219611,0.0002029514,0.06174085,0.00120838,0.003962947,0.0008161622,0.0003748544,0.0005298039],"genre_scores_gemma":[0.9606495,0.0001199197,0.00004768141,0.03469118,0.00034756,0.001193978,0.0001469991,0.00006213888,0.002741039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3062976,"threshold_uncertainty_score":0.9999343,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2100733319","doi":"10.3934/publichealth.2015.1.115","title":"Predictors of Residential Mobility among Older Canadians and Impact on Analyses of Place and Health Relationships","year":2015,"lang":"en","type":"article","venue":"AIMS Public Health","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Institut National de Santé Publique du Québec; Université du Québec à Montréal","funders":"","keywords":"Neighbourhood (mathematics); Socioeconomic status; Population health; Cross-sectional study; Social determinants of health; Population; Gerontology; Demography; Psychology; Environmental health; Geography; Public health; Medicine; Sociology","authors":[{"name":"Mathieu Philibert","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1751986231965585,"gpt":0.4375201484787661,"spread":0.2623215252822076,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006830368,0.0001016,0.0003956805,0.000195278,0.0004486528,0.00004240792,0.0001070445,0.0001002971,0.00002729377],"category_scores_gemma":[0.001213066,0.00008651146,0.00004215381,0.0004021002,0.0003887207,0.0002913729,0.00002557945,0.0001988399,4.74044e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005718151,"about_ca_system_score_gemma":0.008100197,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8479178,"about_ca_topic_score_gemma":0.5798252,"domain_scores_codex":[0.9972126,0.0009947473,0.0005504596,0.0002154461,0.0004371295,0.0005896225],"domain_scores_gemma":[0.9972077,0.0004199921,0.0003357379,0.0001991142,0.0001465891,0.001690886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006994303,0.00004395343,0.9645215,0.0001601685,0.00001787909,2.506229e-7,0.02069618,0.0000149613,3.642639e-8,0.003465475,0.01033651,0.0007361439],"study_design_scores_gemma":[0.0002838957,0.0001988774,0.9835851,0.00005536159,0.000003881186,4.010098e-7,0.01413691,0.00004862699,5.055045e-7,0.0001864212,0.001442204,0.00005778931],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9488535,0.0008344686,0.00002888733,0.04872476,0.0001511583,0.0004278563,0.00007950062,0.00002203053,0.0008778559],"genre_scores_gemma":[0.9982168,0.0003769,0.00005706397,0.001113297,0.00007836664,0.000006265172,0.00001077117,0.00000761144,0.0001329065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2680926,"threshold_uncertainty_score":0.997523,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3156546242","doi":"10.3934/publichealth.2021028","title":"Why COVID-19 strengthens the case to scale up assault on non-communicable diseases: role of health professionals including physical therapists in mitigating pandemic waves","year":2021,"lang":"en","type":"article","venue":"AIMS Public Health","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Non-communicable disease; Pandemic; Obesity; Environmental health; Diabetes mellitus; Blood pressure; Disease; Blood sugar; Coronavirus disease 2019 (COVID-19); Intensive care medicine; Infectious disease (medical specialty); Internal medicine","authors":[{"name":"Elizabeth Dean","is_ca":true},{"name":"Margot A. Skinner","is_ca":false},{"name":"Homer Peng-Ming Yu","is_ca":false},{"name":"Alice Jones","is_ca":false},{"name":"Rik Gosselink","is_ca":false},{"name":"Anne Söderlund","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1426581517723293,"gpt":0.4849362291817045,"spread":0.3422780774093752,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004091741,0.0002901174,0.0008069896,0.0002247227,0.0009600273,0.00005104556,0.0004858452,0.000142055,0.0002681827],"category_scores_gemma":[0.0006022458,0.000224635,0.0001427342,0.001043531,0.0001292917,0.0001521413,0.0003473004,0.0009241584,0.00003178469],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001859212,"about_ca_system_score_gemma":0.008637325,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03565183,"about_ca_topic_score_gemma":0.01305339,"domain_scores_codex":[0.9931462,0.003427622,0.001004743,0.0006823517,0.0005367505,0.001202307],"domain_scores_gemma":[0.9946631,0.002320809,0.0004805112,0.001185548,0.0001327672,0.00121731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003334679,0.008913424,0.1198245,0.002328045,0.0001792186,0.0002352675,0.407535,0.00009801977,0.0003978133,0.01221633,0.05427628,0.3936627],"study_design_scores_gemma":[0.01074614,0.003616952,0.1150195,0.00225247,0.00003049898,0.0006343549,0.5620263,0.003476354,0.0002032754,0.007689637,0.2928201,0.001484444],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8190219,0.001688263,0.0001135748,0.1768136,0.0003733611,0.001184468,0.000218755,0.00007718234,0.0005088879],"genre_scores_gemma":[0.8671287,0.000128395,0.0001079755,0.1318964,0.0001275461,0.0002307414,0.0001055669,0.00004040068,0.0002342822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3921782,"threshold_uncertainty_score":0.9969828,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3213252425","doi":"10.3934/publichealth.2022004","title":"Mapping changes in the obesity stigma discourse through Obesity Canada: a content analysis","year":2021,"lang":"en","type":"article","venue":"AIMS Public Health","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Calgary; Concordia University; University of Alberta; Dalhousie University","funders":"Obesity Canada","keywords":"Obesity; Stigma (botany); Terminology; Framing (construction); Psychology; English language; Documentation; Medicine; Gerontology; Social psychology; Geography; Psychiatry; Pathology; Computer science; Linguistics","authors":[{"name":"Sara Kirk","is_ca":true},{"name":"Mary Forhan","is_ca":true},{"name":"Joshua Yusuf","is_ca":true},{"name":"Ashly Chance","is_ca":true},{"name":"Kathleen G. Burke","is_ca":true},{"name":"Nicole Blinn","is_ca":true},{"name":"Stephanie Quirke","is_ca":true},{"name":"Ximena Ramos Salas","is_ca":false},{"name":"Angela S. Alberga","is_ca":true},{"name":"Shelly Russell‐Mayhew","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2805548537563801,"gpt":0.4573495774046193,"spread":0.1767947236482393,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007833688,0.0002803608,0.0009102611,0.00024205,0.003111335,0.00006809569,0.0005500278,0.0002388208,0.001667045],"category_scores_gemma":[0.001290977,0.0002149517,0.0001210596,0.003019532,0.00009808957,0.0005451312,0.0002505632,0.001910945,0.00009391255],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00157302,"about_ca_system_score_gemma":0.01739526,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8953746,"about_ca_topic_score_gemma":0.9965382,"domain_scores_codex":[0.9893058,0.006223867,0.001071809,0.0006543626,0.0008861104,0.00185806],"domain_scores_gemma":[0.9950328,0.002247635,0.00079221,0.0009693175,0.0004269052,0.0005310766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001390849,0.0007914857,0.8762159,0.001263622,0.0002661445,0.0001259242,0.06648115,0.000006093047,0.000002959659,0.01316641,0.03918831,0.002478053],"study_design_scores_gemma":[0.0004611571,0.00003843914,0.6782201,0.0001353416,0.00003918729,0.000004117491,0.1609339,0.00006966069,0.000001058496,0.0001955057,0.1597369,0.0001646631],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5849164,0.001532715,0.000685276,0.4081192,0.0005890384,0.0009063293,0.00009349747,0.00005421626,0.003103285],"genre_scores_gemma":[0.8928935,0.001954106,0.0003696088,0.1028101,0.000420757,0.0001844956,0.0001757837,0.00001912518,0.001172484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3079771,"threshold_uncertainty_score":0.9992456,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400467426","doi":"10.3934/publichealth.2024045","title":"Sex differences in COVID-19 mortality: A large US-based cohort study (2020–2022)","year":2024,"lang":"en","type":"article","venue":"AIMS Public Health","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Bill and Melinda Gates Foundation","keywords":"Medicine; Demography; Cohort; Coronavirus disease 2019 (COVID-19); Mortality rate; Retrospective cohort study; Cohort study; Pandemic; Internal medicine; Disease","authors":[{"name":"Samer A. Kharroubi","is_ca":false},{"name":"Marwa Diab-El-Harake","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1405643343109912,"gpt":0.4595877423819303,"spread":0.3190234080709392,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.007007859,0.0003377563,0.001008441,0.0007352174,0.0002495918,0.0002189518,0.0002259163,0.0001815814,0.0008774535],"category_scores_gemma":[0.001892273,0.0002814585,0.0001289502,0.00183474,0.00007489778,0.0002481864,0.00008998418,0.0008853484,0.00008699155],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001928453,"about_ca_system_score_gemma":0.02467207,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0315238,"about_ca_topic_score_gemma":0.03081359,"domain_scores_codex":[0.9948546,0.0007606779,0.0009424816,0.0009512143,0.001093294,0.001397763],"domain_scores_gemma":[0.9957664,0.0007128977,0.0001225037,0.0008053498,0.00009648188,0.002496395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003650342,0.001197098,0.9771073,0.001932367,0.0001092509,0.0006242711,0.003621939,9.074578e-7,0.000002139534,0.0004369181,0.007086505,0.007844782],"study_design_scores_gemma":[0.002087683,0.001417186,0.906148,0.0002081698,0.00003480477,0.00002477375,0.001695244,0.001933574,8.385681e-7,0.0001370603,0.08609317,0.0002194696],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8048021,0.001978009,0.000800057,0.1883818,0.0004978343,0.002726076,0.00009027941,0.0004766519,0.0002472215],"genre_scores_gemma":[0.9094284,0.0004326919,0.00002863739,0.08896294,0.0003088879,0.0002543836,0.0001453557,0.00004725767,0.000391507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1046263,"threshold_uncertainty_score":0.9999638,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392834210","doi":"10.3934/publichealth.2024012","title":"Relationships between employment status with self-perceived mental and physical health in Canada","year":2024,"lang":"en","type":"article","venue":"AIMS Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University Health Network; Laurentian University; University of Toronto; Western University","funders":"","keywords":"Mental health; Psychology; Physical health; Environmental health; Gerontology; Medicine; Psychiatry","authors":[{"name":"Anson Li","is_ca":true},{"name":"Behdin Nowrouzi‐Kia","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09302548406891827,"gpt":0.3921258157847267,"spread":0.2991003317158084,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001357995,0.000237529,0.0005225989,0.0001844822,0.001244475,0.00003197227,0.0000949988,0.00006093144,0.00003949686],"category_scores_gemma":[0.00004416231,0.0001843178,0.00002411888,0.000528416,0.00004885512,0.0002501505,0.0001129006,0.00109491,0.00002452179],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004557107,"about_ca_system_score_gemma":0.01518103,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8535634,"about_ca_topic_score_gemma":0.9397154,"domain_scores_codex":[0.9960086,0.001105802,0.0006369699,0.000471514,0.0004020107,0.001375124],"domain_scores_gemma":[0.9981461,0.0006473389,0.0001362469,0.0002161445,0.00005268921,0.0008014741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000007019588,0.00005303814,0.9040381,0.0003655919,0.00007762419,0.000004490683,0.04840998,4.552285e-7,3.571907e-7,0.002658468,0.03406851,0.01031638],"study_design_scores_gemma":[0.0006431416,0.0002455555,0.812001,0.0002776366,0.000006549483,0.00000100639,0.01281668,0.00009579285,9.672359e-8,0.0001873339,0.1735623,0.0001628671],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7800689,0.00107975,0.00002195212,0.2162972,0.000276175,0.001144641,0.0001633092,0.0001870462,0.0007610698],"genre_scores_gemma":[0.9943271,0.0008426012,0.000134815,0.003695638,0.0002528288,0.0001622526,0.0001803675,0.00004392484,0.000360461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2142583,"threshold_uncertainty_score":0.9992642,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388708412","doi":"10.3934/publichealth.2023060","title":"Examining burnout in the electrical sector in Ontario, Canada: A cross-sectional study","year":2023,"lang":"en","type":"article","venue":"AIMS Public Health","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"The Scarborough Hospital; University of Waterloo; Laurentian University; Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Burnout; Workload; Mental health; Staffing; Psychosocial; Psychology; Occupational safety and health; Occupational stress; Productivity; Job satisfaction; Medicine; Environmental health; Clinical psychology; Nursing; Psychiatry; Social psychology; Management","authors":[{"name":"Behdin Nowrouzi‐Kia","is_ca":true},{"name":"Ali Bani‐Fatemi","is_ca":true},{"name":"Aaron Howe","is_ca":true},{"name":"Simrat Ubhi","is_ca":true},{"name":"Mitchel Morrison","is_ca":true},{"name":"Harseerat Saini","is_ca":true},{"name":"Vijay Kumar Chattu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.309855176445322,"gpt":0.4916543089896876,"spread":0.1817991325443656,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01415767,0.0001586895,0.0003403664,0.0005502518,0.001210538,0.00003952176,0.0004433663,0.0001577928,0.0008035239],"category_scores_gemma":[0.001385535,0.0001213229,0.00002702531,0.002597474,0.00003453728,0.0001675858,0.0001175124,0.002709886,0.0001676582],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005901343,"about_ca_system_score_gemma":0.05480068,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9936281,"about_ca_topic_score_gemma":0.9993932,"domain_scores_codex":[0.9921222,0.002812528,0.001249643,0.0004750293,0.001343079,0.001997572],"domain_scores_gemma":[0.9950823,0.003710913,0.0001659954,0.0003652658,0.0001901904,0.0004853979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006115624,0.0001979774,0.9833817,0.00005867937,0.000004884032,0.00003690993,0.006895284,0.00001463073,1.856046e-7,0.0006259562,0.007244776,0.001477821],"study_design_scores_gemma":[0.001300382,0.0003485594,0.9716503,0.00002073564,3.062548e-7,0.000002715543,0.003402325,0.0003674,9.305499e-9,0.00009729654,0.02271636,0.00009360636],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9790484,0.00003989326,0.000005978497,0.01368741,0.0006400636,0.002604971,0.0000239591,0.00006548571,0.003883858],"genre_scores_gemma":[0.9908583,0.0000154228,0.00001247842,0.00607395,0.0002597007,0.001056879,0.0001340757,0.00002016215,0.001569009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04889934,"threshold_uncertainty_score":0.9995909,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2061175610","doi":"10.3934/publichealth.2015.1.27","title":"What Could Be Future Scenarios?—Lessons from the History of Public Health Surveillance for the Future","year":2015,"lang":"en","type":"article","venue":"AIMS Public Health","topic":"Data-Driven Disease Surveillance","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Public Health Agency of Canada; Public Health Ontario; University of Toronto","funders":"","keywords":"Public health; Public health surveillance; Data collection; Public relations; Environmental planning; Political science; Medicine; Geography; Sociology","authors":[{"name":"Bernard C. K. Choi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1450873777471548,"gpt":0.3603448010778917,"spread":0.2152574233307369,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008475928,0.0004017885,0.001049281,0.0001250289,0.0003589095,0.0001559751,0.001006477,0.0002221285,0.0001586857],"category_scores_gemma":[0.001140332,0.0002429689,0.0002724858,0.0006233521,0.0004308385,0.0006822264,0.0001967194,0.0007620945,0.0000249325],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002264191,"about_ca_system_score_gemma":0.01890952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002359137,"about_ca_topic_score_gemma":0.00907118,"domain_scores_codex":[0.9945232,0.0011809,0.0009801962,0.0007549673,0.001200088,0.001360651],"domain_scores_gemma":[0.993051,0.0009893683,0.000909155,0.002357505,0.0009729374,0.001720014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008701257,0.0002884929,0.01167248,0.0001930759,0.0001706164,0.000002699418,0.005442323,0.000001945304,0.000002049662,0.002203146,0.8574008,0.1225354],"study_design_scores_gemma":[0.001945795,0.0003234435,0.07993362,0.00007189246,0.00001322684,0.00001382053,0.01097392,0.0003510666,2.286401e-7,0.00008584935,0.9060975,0.0001895769],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.004785041,0.122156,0.0009258644,0.858855,0.008768678,0.002009338,0.00208852,0.0002121669,0.0001994098],"genre_scores_gemma":[0.565447,0.04290373,0.002106368,0.3619172,0.01382775,0.0006329534,0.009012106,0.0003166447,0.003836213],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.560662,"threshold_uncertainty_score":0.9907984,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2918088621","doi":"10.3934/publichealth.2019.1.49","title":"Discordance between lifestyle-related health behaviors and beliefs of urban mainland Chinese: A questionnaire study with implications for targeting health education","year":2019,"lang":"en","type":"article","venue":"AIMS Public Health","topic":"Health and Wellbeing Research","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia; Trinity Western University; Western University; Royal Roads University","funders":"","keywords":"Medicine; Environmental health; Mainland China; Socioeconomic status; Gerontology; Disease; Obesity; Health education; Cross-sectional study; Public health; Population; China; Nursing; Geography","authors":[{"name":"Peng Wang","is_ca":true},{"name":"Zhenyi Li","is_ca":true},{"name":"Alice Jones","is_ca":false},{"name":"Michael E. Bodner","is_ca":true},{"name":"Elizabeth Dean","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03348454726662772,"gpt":0.4503400573937261,"spread":0.4168555101270984,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00961788,0.0003555604,0.001101772,0.0004794842,0.002293854,0.00003902394,0.0003499597,0.0001814343,0.0000303266],"category_scores_gemma":[0.0006462185,0.0002849533,0.00006305173,0.001221632,0.000124665,0.0003737788,0.0001294658,0.001098788,0.00002397041],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009608394,"about_ca_system_score_gemma":0.02438731,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01549256,"about_ca_topic_score_gemma":0.001915396,"domain_scores_codex":[0.992337,0.002248893,0.002098889,0.0008621581,0.0004979032,0.001955098],"domain_scores_gemma":[0.9942245,0.0009739511,0.001529841,0.0008057288,0.0006039767,0.001861956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003598208,0.0006220659,0.9471808,0.00295037,0.00003065664,8.79262e-8,0.01459489,0.000001597739,0.000003176609,0.002024084,0.005464098,0.0270922],"study_design_scores_gemma":[0.002095358,0.003650686,0.9800132,0.0009320594,0.000006025055,0.00000279311,0.005034721,0.00002936948,1.546713e-7,0.0003490067,0.007663953,0.0002226556],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8251866,0.002040008,0.001458666,0.1596437,0.0003404778,0.01085603,0.0002138197,0.0001478118,0.0001129721],"genre_scores_gemma":[0.9913382,0.0003476519,0.001381185,0.003889451,0.0003554668,0.001335038,0.0005799039,0.00009252009,0.0006805699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1661517,"threshold_uncertainty_score":0.9999602,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1920245481","doi":"10.3934/publichealth.2015.4.601","title":"Japanese Encephalitis: Estimating Future Trends in Asia","year":2015,"lang":"en","type":"article","venue":"AIMS Public Health","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Wildlife Federation; Wilfrid Laurier University","funders":"","keywords":"Geography; Japanese encephalitis; Urbanization; China; Distribution (mathematics); Socioeconomics; Population; Environmental health; Encephalitis; Biology; Ecology; Medicine; Virology; Virus","authors":[{"name":"J Metelka","is_ca":true},{"name":"Colin Robertson","is_ca":true},{"name":"Craig Stephen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05918408305588013,"gpt":0.3574295043313514,"spread":0.2982454212754713,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009639285,0.0001564971,0.0003994603,0.0002484359,0.00005865669,0.00005208591,0.0001257592,0.00008986235,0.0002812122],"category_scores_gemma":[0.0002270093,0.0001321975,0.00007965772,0.0006317965,0.00003172967,0.0001992643,0.00003312935,0.0002484118,0.00004316761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002640431,"about_ca_system_score_gemma":0.00106421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001406628,"about_ca_topic_score_gemma":0.0002266813,"domain_scores_codex":[0.9980639,0.0001395127,0.0004179147,0.0003246456,0.0003975726,0.0006564544],"domain_scores_gemma":[0.9981757,0.00002620604,0.0001154454,0.0003894882,0.0001142741,0.001178821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007961506,0.000477414,0.02117375,0.0001589205,0.00003324895,0.0001242942,0.007574951,0.000009585422,0.000005561297,0.003630176,0.04655182,0.9201807],"study_design_scores_gemma":[0.0150485,0.002199937,0.4505091,0.0003791752,0.00005802416,0.0003823186,0.03783052,0.02934248,0.000002214148,0.0004560556,0.4630819,0.0007097434],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6197206,0.007721813,0.0002931706,0.3393381,0.001579324,0.0007726626,0.00004897718,0.0003681002,0.03015728],"genre_scores_gemma":[0.9886564,0.00001940287,0.001106162,0.007587624,0.001267517,0.00005995396,0.0001458083,0.00002355889,0.00113357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9194709,"threshold_uncertainty_score":0.5390859,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2178520753","doi":"10.3934/publichealth.2015.4.730","title":"Code Red: Explaining Average Age of Death in the City of Hamilton","year":2015,"lang":"en","type":"article","venue":"AIMS Public Health","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"McMaster University","funders":"","keywords":"Census; Census tract; Geography; Demography; Poverty; Newspaper; Zip code; Gerontology; Cartography; Medicine; Sociology; Political science; Population; Media studies; Law","authors":[{"name":"Patrick F. DeLuca","is_ca":true},{"name":"Pavlos Kanaroglou","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2322465816523915,"gpt":0.4135682272631028,"spread":0.1813216456107113,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009873418,0.0000749806,0.0003026908,0.00009639176,0.0002072506,0.00003289941,0.0003910252,0.00008200015,0.00004052042],"category_scores_gemma":[0.001173896,0.00005689973,0.00004581635,0.0004497662,0.0001422434,0.0002100158,0.00003295912,0.0001905106,0.000002134598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002346562,"about_ca_system_score_gemma":0.002155727,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09413651,"about_ca_topic_score_gemma":0.04154452,"domain_scores_codex":[0.9972278,0.0009088861,0.0005092565,0.0001434346,0.0005789803,0.0006316665],"domain_scores_gemma":[0.9986599,0.0004303545,0.0002218973,0.0002426705,0.00009892479,0.0003462556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000009809765,0.0001410974,0.5723448,0.0001651748,0.000005596184,0.000006928012,0.233435,0.000005636221,4.180834e-7,0.1844837,0.004682104,0.004719767],"study_design_scores_gemma":[0.0005712275,0.000144468,0.4832882,0.00008113879,0.000001431532,0.000001010264,0.05191345,0.00003607378,0.000002801258,0.002811244,0.4610431,0.0001058274],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.884694,0.0003177855,0.0002790639,0.06587315,0.0003012508,0.0003991247,0.00002019285,0.0000287335,0.04808668],"genre_scores_gemma":[0.9916477,0.0003087726,0.0002624632,0.007478857,0.00008945843,0.00001224833,0.000009500071,0.000005741459,0.0001853207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.456361,"threshold_uncertainty_score":0.9759448,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3137602111","doi":"10.3934/publichealth.2021020","title":"Ten years of Pan-InfORM: modelling research for public health in Canada","year":2021,"lang":"en","type":"review","venue":"AIMS Public Health","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"International Centre for Infectious Diseases; University of Manitoba; York University","funders":"","keywords":"Public health; Contextualization; Knowledge translation; Pandemic; Political science; Context (archaeology); Mandate; Public relations; Infectious disease (medical specialty); Medicine; Knowledge management; Geography; Disease; Computer science; Coronavirus disease 2019 (COVID-19)","authors":[{"name":"Mehreen Tariq","is_ca":true},{"name":"Margaret Haworth-Brockman","is_ca":true},{"name":"Seyed M. Moghadas","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.6689214700810869,"gpt":0.5540583185577403,"spread":0.1148631515233466,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0168767,0.0004579251,0.004608945,0.001912852,0.0003171472,0.00009072437,0.000673202,0.0002950951,0.00005360738],"category_scores_gemma":[0.004322662,0.0004104282,0.0004053072,0.003422272,0.0001996845,0.0002241443,0.000465572,0.002293424,0.0000137625],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01314722,"about_ca_system_score_gemma":0.2735666,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8686856,"about_ca_topic_score_gemma":0.6449519,"domain_scores_codex":[0.9890081,0.001454314,0.00271754,0.0008900135,0.00231747,0.003612535],"domain_scores_gemma":[0.9930176,0.001889031,0.000729129,0.001216345,0.001656668,0.001491271],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006836489,0.0001180492,0.00004837722,0.04425796,0.0002254591,0.00001819192,0.0005200362,0.000003254926,7.288183e-9,0.001032865,0.02958615,0.9241828],"study_design_scores_gemma":[0.0007189587,0.000368812,0.00005321482,0.009292633,0.00001368681,0.00002012401,0.0009125878,0.0002587941,4.091296e-8,0.0000211832,0.9881111,0.0002288374],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002736066,0.9690608,0.0002263546,0.02446111,0.0001918191,0.004945522,0.0005143755,0.00003039932,0.0005422461],"genre_scores_gemma":[0.00008418549,0.9937538,0.001301208,0.002413197,0.0002494051,0.0008288658,0.0007833808,0.0001218616,0.000464128],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.958525,"threshold_uncertainty_score":0.9998348,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3133849096","doi":"10.3934/publichealth.2021015","title":"Predators among protectors: overcoming power abuse during humanitarian crisis through effective humanitarian diplomacy and a gender-transformative approach","year":2021,"lang":"en","type":"review","venue":"AIMS Public Health","topic":"Gender, Security, and Conflict","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Humanitarian aid; Humanitarian crisis; Sierra leone; Political science; Diplomacy; Peacekeeping; Criminology; Economic growth; Refugee; Politics; Public administration; Sociology; Law; Socioeconomics","authors":[{"name":"Sumbal Javed","is_ca":false},{"name":"Vijay Kumar Chattu","is_ca":true},{"name":"Hamid Allahverdipour","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1087306218932397,"gpt":0.3792723297961487,"spread":0.270541707902909,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.003096775,0.0009061317,0.002456989,0.0004573011,0.003403037,0.001102929,0.0008264951,0.0007460071,0.0001659999],"category_scores_gemma":[0.0002942901,0.0008655596,0.0006300036,0.001159523,0.0004895207,0.00185792,0.0002175372,0.001639997,0.00001604808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001452602,"about_ca_system_score_gemma":0.002784304,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009834214,"about_ca_topic_score_gemma":0.003456381,"domain_scores_codex":[0.9907823,0.003769642,0.001245991,0.001370298,0.001026119,0.001805688],"domain_scores_gemma":[0.9970002,0.0003114384,0.0008352888,0.0007410151,0.0002790335,0.0008330302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004633738,0.0003824862,0.0001081222,0.01746154,0.0008266744,0.000023674,0.8633708,1.310505e-7,3.114839e-8,0.05544508,0.0003742579,0.06200254],"study_design_scores_gemma":[0.0005230347,0.0001538477,0.0004442983,0.001951229,0.0002173476,0.00002241557,0.08834665,0.000001232229,1.333462e-7,0.001002089,0.9063806,0.0009571431],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002538675,0.9694581,0.0006664714,0.0002910527,0.0004416609,0.00758261,0.000120536,0.0003352146,0.01856565],"genre_scores_gemma":[0.02327203,0.9736316,0.0003659507,0.0002923438,0.0006150882,0.001386399,0.0001761735,0.0001486915,0.0001117148],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9060063,"threshold_uncertainty_score":0.999934,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4396752712","doi":"10.3934/publichealth.2024033","title":"A systematic review of the literature: Gender-based violence in the construction and natural resources industry","year":2024,"lang":"en","type":"review","venue":"AIMS Public Health","topic":"Gender Diversity and Inequality","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta; University of Guelph; Conestoga College; Laurentian University; University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Harassment; CINAHL; Scopus; Critical appraisal; Psychological intervention; Systematic review; Mental health; Psychology; Gerontology; Medicine; Environmental health; Psychiatry; MEDLINE; Political science; Social psychology; Alternative medicine","authors":[{"name":"Joyce Lo","is_ca":true},{"name":"Sharan Jaswal","is_ca":true},{"name":"Matthew Yeung","is_ca":true},{"name":"Vijay Kumar Chattu","is_ca":true},{"name":"Ali Bani‐Fatemi","is_ca":true},{"name":"Aaron Howe","is_ca":true},{"name":"Amin Yazdani","is_ca":true},{"name":"Basem Gohar","is_ca":true},{"name":"Douglas P. Gross","is_ca":true},{"name":"Behdin Nowrouzi‐Kia","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1666631134558722,"gpt":0.3865231262986893,"spread":0.2198600128428172,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009293427,0.0001848903,0.001034382,0.0001292697,0.0003628046,0.0002043916,0.0007241842,0.0003418807,0.00001010852],"category_scores_gemma":[0.001120593,0.00009099504,0.000244027,0.001786788,0.0003409416,0.0001326236,0.00009199185,0.001403579,0.00000372106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002230513,"about_ca_system_score_gemma":0.002250544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008043186,"about_ca_topic_score_gemma":0.0002052602,"domain_scores_codex":[0.9919088,0.006104415,0.0007549336,0.0002820347,0.0006342243,0.0003155914],"domain_scores_gemma":[0.9983907,0.0003673487,0.0006420948,0.0004086625,0.00009292066,0.0000982207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[1.463574e-7,0.00001295406,0.00001942428,0.955164,0.00002450134,0.000001053282,0.008117578,4.233165e-9,4.111833e-10,0.006817373,0.000543642,0.02929935],"study_design_scores_gemma":[0.00002932098,0.00001005634,0.00002110655,0.737689,0.0001844369,0.00001346437,0.004850603,5.693796e-7,2.234975e-9,0.0002382687,0.2568694,0.00009379189],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003131826,0.9883687,0.000001367785,0.008977722,0.0003714745,0.001842319,0.00005147307,0.00001887788,0.0003367051],"genre_scores_gemma":[0.001018836,0.9958048,0.00001542912,0.002986594,0.0000754538,0.00004642531,0.00001473976,0.000005846377,0.00003189188],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2563258,"threshold_uncertainty_score":0.6097932,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2982062944","doi":"10.3934/publichealth.2019.4.437","title":"Review of medical professional organizations in developed countries: problems of decentralized membership registers","year":2019,"lang":"en","type":"article","venue":"AIMS Public Health","topic":"Healthcare Quality and Management","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Decentralization; Control (management); Quality (philosophy); Health care; Professional association; Voluntary association; Business; Public relations; Political science; Management; Economics; Law","authors":[{"name":"M Carmen Bautista","is_ca":false},{"name":"Beatríz González López-Valcarcel","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1856466375830933,"gpt":0.4954143454312986,"spread":0.3097677078482053,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01657826,0.0001811207,0.0009320032,0.0002647887,0.000196357,0.000004623054,0.0005408249,0.0003132638,0.006767322],"category_scores_gemma":[0.003469773,0.0001537824,0.00005315709,0.001742056,0.0001081428,0.0002120001,0.000228828,0.0007368965,0.0001578728],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005536326,"about_ca_system_score_gemma":0.01755857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00403068,"about_ca_topic_score_gemma":0.003452919,"domain_scores_codex":[0.9912368,0.003346643,0.002730374,0.0003763477,0.001338438,0.0009714199],"domain_scores_gemma":[0.9958885,0.0008909871,0.001181798,0.0005930731,0.000857278,0.0005883741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005071374,0.0007061185,0.1352473,0.3585045,0.00008797558,0.000002962935,0.03114471,0.000001796164,0.000003064959,0.2955922,0.1698754,0.008783233],"study_design_scores_gemma":[0.001836369,0.000110061,0.01075463,0.05034179,0.000006063332,0.000001339978,0.005825051,0.00004009742,0.000001363431,0.0003021811,0.9306104,0.0001707027],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03840061,0.0163355,0.001361781,0.9250735,0.00233261,0.01015641,0.00008888786,0.000154074,0.006096605],"genre_scores_gemma":[0.4104911,0.2445469,0.002463839,0.3357522,0.0001804944,0.0007780645,0.0008677113,0.0001367178,0.004782947],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.7607349,"threshold_uncertainty_score":0.9941406,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2940030075","doi":"10.3934/publichealth.2019.2.135","title":"The transcendent voice of recovery mentors in mental health: a philosophical reflection","year":2019,"lang":"en","type":"article","venue":"AIMS Public Health","topic":"Health, psychology, and well-being","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Mental health; Phenomenology (philosophy); Psychology; Meaning (existential); Public relations; Sociology; Social psychology; Epistemology; Psychotherapist; Political science","authors":[{"name":"Jean‐François Pelletier","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1024475633996629,"gpt":0.4605019076211652,"spread":0.3580543442215023,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0114542,0.0002366405,0.0006429731,0.0003345892,0.001230017,0.00001695111,0.0003647793,0.0003691663,0.0001996725],"category_scores_gemma":[0.0002000787,0.0001852838,0.0001220608,0.0007936756,0.0001030985,0.000272029,0.00005633237,0.001766671,0.0003375964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001657877,"about_ca_system_score_gemma":0.003947685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004609817,"about_ca_topic_score_gemma":0.004069835,"domain_scores_codex":[0.9909949,0.00408709,0.00194686,0.0005905033,0.0005723296,0.001808363],"domain_scores_gemma":[0.9969383,0.0009237911,0.0007058189,0.0006590596,0.0001132236,0.0006598436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001255197,0.002135362,0.1562526,0.004311062,0.0002045036,0.000004889119,0.1173437,0.00001409101,0.0003331809,0.1179231,0.06314661,0.5370756],"study_design_scores_gemma":[0.004709517,0.002512702,0.1400403,0.0007012586,0.000004010093,0.00001280472,0.01113349,0.0001763378,0.000005609181,0.01233119,0.8280129,0.0003599287],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3867498,0.001133514,0.0001413645,0.5878924,0.005053428,0.00317424,0.00003140595,0.0001099196,0.01571398],"genre_scores_gemma":[0.9584015,0.006543588,0.0001166973,0.03314366,0.0004419514,0.000145284,0.00005287915,0.00004955338,0.00110489],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7648663,"threshold_uncertainty_score":0.9460421,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}