{"meta":{"query_hash":"cdceb4bc1268","filters":{"venue":"Journal of Participatory Medicine"},"cohort_total":152,"direct_labels_cover":1,"predictions_cover":152,"exported":152,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/cdceb4bc1268","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+of+Participatory+Medicine"},"results":[{"id":"W1141580538","doi":"","title":"What Do People Want from Their Health Care? A Qualitative Study","year":2015,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Qualitative research; Health care; Medicine; Nursing; Psychology; Sociology; Political science","score_opus":0.3255851325379272,"score_gpt":0.4526272691113226,"score_spread":0.12704213657339541,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1141580538","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9598467,0.001308212,0.004687245,0.020988647,0.00044656527,0.0010981446,0.0008196527,0.00004531599,0.010759515],"genre_scores_gemma":[0.9798686,0.0011892607,0.0015741071,0.00993737,0.000086616696,0.001749023,0.00015004737,0.000058904203,0.0053860373],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.97452784,0.019392304,0.0006226166,0.0009971277,0.0012383787,0.0032217987],"domain_scores_gemma":[0.91512096,0.06735421,0.0036025112,0.001614605,0.0047814855,0.007526272],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.032772474,0.00088968273,0.0014694437,0.0025316097,0.024108866,0.008327777,0.0029344189,0.0052037123,0.0075082923],"category_scores_gemma":[0.045742396,0.0018097588,0.00076328026,0.0027853705,0.014289689,0.0086531555,0.011472031,0.011065949,0.0010561167],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033970453,0.0000740995,0.0015122086,0.0001147158,0.000004673671,0.0002979673,0.9945045,0.000010150107,0.00022418641,0.00094480696,0.0006076115,0.0016710162],"study_design_scores_gemma":[0.000009878115,0.00003938673,0.00052486523,0.00013711443,0.000003168746,0.00010449386,0.99509084,0.000020721012,0.000070048234,0.00033058936,0.0036582388,0.000010660701],"about_ca_topic_score_codex":0.013245738,"about_ca_topic_score_gemma":0.022590239,"teacher_disagreement_score":0.032772474,"about_ca_system_score_codex":0.008910323,"about_ca_system_score_gemma":0.009698524,"threshold_uncertainty_score":0.17331946},"labels":[],"label_agreement":null},{"id":"W2750645742","doi":"10.2196/jopm.8756","title":"Evolving Patient-Researcher Collaboration: An Illustrative Case Study of a Patient-Led Knowledge Translation Event","year":2017,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Research Canada","funders":"","keywords":"General partnership; Knowledge translation; Event (particle physics); Context (archaeology); Medicine; Medical education; Translational research; Knowledge management; Political science; Computer science","score_opus":0.6233409468100805,"score_gpt":0.5923402235171558,"score_spread":0.031000723292924692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2750645742","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7338526,0.004043723,0.073907726,0.104405,0.0020514394,0.0027576808,0.0005048148,0.00046034515,0.078016594],"genre_scores_gemma":[0.9442914,0.0025355385,0.032173295,0.0076020323,0.00043455168,0.0013129724,0.00014405686,0.00019289055,0.011313284],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9212556,0.06890166,0.0014889764,0.001922369,0.0026890363,0.0037424227],"domain_scores_gemma":[0.9268841,0.055915475,0.0029089835,0.002331283,0.0027069363,0.0092531815],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.032197665,0.0013365244,0.0012850276,0.002302484,0.036586516,0.012179615,0.0052677193,0.013481314,0.0054187654],"category_scores_gemma":[0.05894405,0.0011783369,0.0020157662,0.0026875995,0.018489927,0.009230492,0.01888267,0.012570866,0.0016176221],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016757984,0.0006376298,0.0031752898,0.0005774763,0.000034208544,0.033679157,0.9177113,0.0006783451,0.00079230295,0.02203563,0.00506322,0.015447922],"study_design_scores_gemma":[0.000056185694,0.00040710368,0.0010400278,0.00063545984,0.000038207523,0.014918242,0.88466054,0.0011826775,0.0010748106,0.008112822,0.08778402,0.000089904424],"about_ca_topic_score_codex":0.004646841,"about_ca_topic_score_gemma":0.009986903,"teacher_disagreement_score":0.96780235,"about_ca_system_score_codex":0.00646488,"about_ca_system_score_gemma":0.009865066,"threshold_uncertainty_score":0.17027956},"labels":[],"label_agreement":null},{"id":"W2763314393","doi":"10.2196/jopm.8933","title":"Patients’ Participation in Health Research: A Classification of Cooperation Schemes","year":2017,"lang":"en","type":"review","venue":"Journal of Participatory Medicine","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Medicine","score_opus":0.9546133429047151,"score_gpt":0.7212298785390451,"score_spread":0.23338346436567003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2763314393","genre_codex":"empirical","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4088755,0.04094726,0.33068404,0.03724343,0.0008917137,0.010290126,0.0015230587,0.0005659492,0.16897893],"genre_scores_gemma":[0.8963957,0.0073980996,0.0858116,0.0015972223,0.00014533862,0.0060782284,0.0006644952,0.000059507078,0.0018499782],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.73291636,0.20630486,0.0308407,0.0061193686,0.019737046,0.0040816627],"domain_scores_gemma":[0.6783751,0.24269404,0.036563877,0.02129423,0.016660133,0.0044125216],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.12650435,0.0012709197,0.000997513,0.014584489,0.004161714,0.0084689865,0.0027942094,0.003463873,0.0039848182],"category_scores_gemma":[0.2170666,0.00075318303,0.0029658154,0.0099841785,0.016608896,0.013017733,0.019467803,0.0024363582,0.0006795164],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008530518,0.00023517232,0.10460563,0.010191302,0.0006300996,0.00082597154,0.21420303,0.0011430955,0.00133299,0.36180496,0.0045394003,0.2996353],"study_design_scores_gemma":[0.00055498315,0.0014572655,0.0682492,0.021037241,0.0012251334,0.0051759034,0.2368009,0.009744717,0.0018572189,0.47872144,0.17481346,0.0003625119],"about_ca_topic_score_codex":0.001426751,"about_ca_topic_score_gemma":0.0013588811,"teacher_disagreement_score":0.12650435,"about_ca_system_score_codex":0.008705868,"about_ca_system_score_gemma":0.010703327,"threshold_uncertainty_score":0.669027},"labels":[],"label_agreement":null},{"id":"W2777961622","doi":"10.2196/jopm.8924","title":"Communication at Transitions: One Audacious Bite at a Time","year":2017,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Hospital Admissions and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Health care; Agency (philosophy); Nursing; Service (business); Public relations; Psychology; Medicine; Business; Sociology; Political science","score_opus":0.09963464589043955,"score_gpt":0.38183777565913224,"score_spread":0.28220312976869266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2777961622","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013129005,0.04516807,0.00790719,0.8592544,0.021508463,0.0001312923,0.00011457669,0.0006021554,0.052184843],"genre_scores_gemma":[0.35845125,0.06919493,0.014232571,0.4772815,0.029603977,0.000645666,0.00026334554,0.0009350034,0.049391825],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.97394615,0.01607506,0.0008970092,0.0014671804,0.004558981,0.0030555693],"domain_scores_gemma":[0.95762116,0.017054737,0.0027934883,0.00240403,0.0047496636,0.015376872],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013296353,0.0015738066,0.0016177616,0.003006716,0.024880067,0.0332943,0.0029274737,0.015033115,0.014805357],"category_scores_gemma":[0.034371853,0.0011589465,0.001395626,0.0019626813,0.027364073,0.05944539,0.034025352,0.036149662,0.0063490784],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032478626,0.0004415989,0.005212051,0.0021215072,0.00018057702,0.0039486643,0.1786769,0.00019610416,0.00107967,0.10323122,0.41270375,0.2918833],"study_design_scores_gemma":[0.0000593024,0.00043053387,0.003015368,0.0069698147,0.00010081023,0.0070269085,0.28946316,0.00027033256,0.00031018915,0.09215041,0.5999825,0.00022067383],"about_ca_topic_score_codex":0.003463947,"about_ca_topic_score_gemma":0.004594764,"teacher_disagreement_score":0.0332943,"about_ca_system_score_codex":0.0051762396,"about_ca_system_score_gemma":0.01003064,"threshold_uncertainty_score":0.07031864},"labels":[],"label_agreement":null},{"id":"W2783441262","doi":"10.2196/jopm.8939","title":"A Snapshot of Community Engagement in Research in the Context of an Evolving Public Health Paradigm: Review","year":2018,"lang":"en","type":"review","venue":"Journal of Participatory Medicine","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Community engagement; Snapshot (computer storage); Public engagement; Public relations; Population health; Best practice; Population; Political science; Sociology; Knowledge management; Computer science","score_opus":0.9867947959418703,"score_gpt":0.8182019715249021,"score_spread":0.1685928244169681,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2783441262","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00016372716,0.99568236,0.00030277163,0.0029434809,0.00047691324,0.000019937625,0.000008854661,0.0000046521004,0.00039730474],"genre_scores_gemma":[0.0050336085,0.99157214,0.0011484871,0.0017226222,0.0003200882,0.00008489263,0.000020237221,0.0000055089663,0.00009247492],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.979768,0.011616476,0.003338239,0.0014661023,0.003070614,0.0007405751],"domain_scores_gemma":[0.87807924,0.102734804,0.0055290675,0.0019887036,0.010039614,0.0016285944],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0287561,0.0011467093,0.0029215878,0.010733238,0.0019180075,0.0072051203,0.0022865443,0.0056557315,0.0017287437],"category_scores_gemma":[0.06926337,0.0011918821,0.0018489884,0.013682307,0.0042867567,0.009495148,0.0041498737,0.0061047995,0.00051116606],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014835112,0.00006064656,0.0010374993,0.26437417,0.00058834476,0.00036073133,0.008185034,0.0003821418,0.00065753696,0.02342843,0.021405647,0.67937136],"study_design_scores_gemma":[0.000023914032,0.00016280488,0.0023730975,0.4596965,0.0009499173,0.001151271,0.007408844,0.00017471718,0.0003362473,0.009195784,0.5184566,0.000070324386],"about_ca_topic_score_codex":0.0073990803,"about_ca_topic_score_gemma":0.015758375,"teacher_disagreement_score":0.9712439,"about_ca_system_score_codex":0.006446544,"about_ca_system_score_gemma":0.02548539,"threshold_uncertainty_score":0.15207857},"labels":[],"label_agreement":null},{"id":"W2784018308","doi":"10.2196/jopm.8929","title":"Interventions to Improve Movement and Functional Outcomes in Adult Stroke Rehabilitation: Review and Evidence Summary","year":2018,"lang":"en","type":"review","venue":"Journal of Participatory Medicine","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Rehabilitation; Psychological intervention; Physical medicine and rehabilitation; Stroke (engine); Functional movement; Terminology; Scope (computer science); Medicine; Physical therapy; Psychology; Computer science; Psychiatry","score_opus":0.14857101802216208,"score_gpt":0.447598793064323,"score_spread":0.29902777504216094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2784018308","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002889202,0.99885786,0.000078716046,0.00018622112,0.00007653454,0.00016536524,0.00011015868,0.0000058213,0.0002303936],"genre_scores_gemma":[0.0054176943,0.9932821,0.0004692603,0.00029681873,0.0000681728,0.00029780032,0.0000974202,0.0000021630358,0.000068580026],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9934028,0.0022001734,0.0023401903,0.00043903035,0.0014041343,0.00021373597],"domain_scores_gemma":[0.9792571,0.015179191,0.0033440192,0.00020667088,0.0018337889,0.00017917852],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008901336,0.0016641185,0.0072914246,0.009126129,0.00056465453,0.0029885862,0.0019900987,0.0023391775,0.0047826744],"category_scores_gemma":[0.034613907,0.0009700296,0.008309997,0.00910136,0.00069265557,0.0020582988,0.0012722167,0.0015823729,0.000462761],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020025935,0.000026823242,0.0003635297,0.92130166,0.0058467905,0.00005762933,0.00009173316,0.00012650281,0.00010213372,0.00023284055,0.0017736243,0.069876425],"study_design_scores_gemma":[0.00034729886,0.00032165353,0.0032677494,0.9055066,0.06803487,0.00030301078,0.00015329134,0.00013429746,0.00024556235,0.000363632,0.021287294,0.000034651923],"about_ca_topic_score_codex":0.006706728,"about_ca_topic_score_gemma":0.018148208,"teacher_disagreement_score":0.009126129,"about_ca_system_score_codex":0.0036726801,"about_ca_system_score_gemma":0.011190303,"threshold_uncertainty_score":0.04707539},"labels":[],"label_agreement":null},{"id":"W2785226707","doi":"10.2196/jopm.9229","title":"Patient Experiences in a Linguistically Diverse Safety Net Primary Care Setting: Qualitative Study","year":2018,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Safety net; Primary care; Medical home; Patient safety; Diversity (politics); Nursing; Medicine; Quality (philosophy); Qualitative research; Family medicine; Health care; Sociology; Political science; Environmental health","score_opus":0.16822345651774606,"score_gpt":0.5349057817177787,"score_spread":0.36668232520003263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2785226707","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99587387,0.00039776994,0.0005608188,0.0012243389,0.000026096666,0.00011220372,0.00007252124,0.0000084933,0.0017238418],"genre_scores_gemma":[0.99771094,0.00037845163,0.00029487506,0.0008509825,0.000013818505,0.00012582919,0.000028051638,0.000007767129,0.00058931333],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99161726,0.0062957215,0.00025240312,0.00043661433,0.00046122505,0.00093680277],"domain_scores_gemma":[0.9861604,0.009554315,0.001034508,0.00029030116,0.00090297597,0.0020574355],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009401081,0.0004274411,0.00091862015,0.0010914999,0.00911536,0.0036341872,0.0012580886,0.0016519073,0.0030954606],"category_scores_gemma":[0.012806194,0.00065290736,0.00037881173,0.0013654942,0.005758144,0.0029712417,0.004667568,0.0024279172,0.00030065133],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039916522,0.0001123583,0.006128602,0.00014885342,0.000007465852,0.001031371,0.98915976,0.000023701641,0.00035573798,0.0003374454,0.000362892,0.0022919397],"study_design_scores_gemma":[0.0000083963505,0.00012592046,0.0024692642,0.000092627444,0.000005053581,0.00042752468,0.9944273,0.0000470398,0.00010234898,0.000104834595,0.0021799891,0.000009698218],"about_ca_topic_score_codex":0.0053371266,"about_ca_topic_score_gemma":0.009819688,"teacher_disagreement_score":0.009401081,"about_ca_system_score_codex":0.003930519,"about_ca_system_score_gemma":0.0041440567,"threshold_uncertainty_score":0.04971826},"labels":[],"label_agreement":null},{"id":"W2786884557","doi":"10.2196/jopm.8957","title":"Patient and Family Involvement: A Discussion of Co-Led Redesign of Healthcare Services","year":2018,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"University of Tasmania","keywords":"Health care; Resource (disambiguation); Data collection; Process management; Business; Patient satisfaction; Process (computing); Corporate governance; Service (business); Qualitative property; Knowledge management; Nursing; Operations management; Medicine; Computer science; Engineering; Marketing","score_opus":0.2896074618940026,"score_gpt":0.47949139135587104,"score_spread":0.18988392946186844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2786884557","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04129789,0.010632216,0.036070574,0.8335114,0.0029328433,0.00052680686,0.00002239449,0.000068876485,0.074937046],"genre_scores_gemma":[0.8945793,0.008013627,0.013463103,0.07284658,0.0015224214,0.0013443478,0.000020957812,0.000113052614,0.008096619],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.77716655,0.20357177,0.0021134408,0.0033133302,0.0068587475,0.006976192],"domain_scores_gemma":[0.9133307,0.07432251,0.0022401975,0.0019003536,0.0031511239,0.00505513],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.10480756,0.0011034586,0.00089253904,0.0021491426,0.030104404,0.01875095,0.006325699,0.024047004,0.0043560844],"category_scores_gemma":[0.052601505,0.00091413106,0.0023542685,0.0020228096,0.044875428,0.024617702,0.022641523,0.022096498,0.00047056147],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006709561,0.0001937223,0.0018619079,0.00053860544,0.00004811171,0.002984807,0.4403021,0.0007754255,0.00024963444,0.50288016,0.012903952,0.037194483],"study_design_scores_gemma":[0.0001050541,0.0004242178,0.0013530875,0.0027995477,0.00005187488,0.0034268359,0.36588725,0.0029022873,0.0008003253,0.13154307,0.49059623,0.00011015435],"about_ca_topic_score_codex":0.005663178,"about_ca_topic_score_gemma":0.006390906,"teacher_disagreement_score":0.10480756,"about_ca_system_score_codex":0.019053003,"about_ca_system_score_gemma":0.023496823,"threshold_uncertainty_score":0.554282},"labels":[],"label_agreement":null},{"id":"W2787679353","doi":"10.2196/jopm.8958","title":"Participant-Partners in Genetic Research: An Exome Study with Families of Children with Unexplained Medical Conditions","year":2018,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Genomics and Rare Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Human Genome Research Institute","keywords":"Exome sequencing; Exome; Psychology; Medicine; Developmental psychology; Genetics; Mutation; Biology","score_opus":0.13555830842434236,"score_gpt":0.4337615642343681,"score_spread":0.29820325581002577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2787679353","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9990741,0.00009114351,0.00013292045,0.00016824527,0.0000049064506,0.00013760618,0.00008718375,0.0000025908023,0.00030130686],"genre_scores_gemma":[0.9976458,0.00021382833,0.00064962904,0.00033020365,0.000011884377,0.00056234543,0.000097270226,0.000005509908,0.00048359577],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969752,0.001770393,0.000111693385,0.00039145057,0.00021764515,0.0005336024],"domain_scores_gemma":[0.9958774,0.0019559453,0.00055669446,0.00027995562,0.0003237288,0.0010062964],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004429198,0.0005962643,0.0004901836,0.0010382497,0.00825437,0.0017570725,0.00068595476,0.0015767089,0.003729877],"category_scores_gemma":[0.009182772,0.00068900327,0.00046216763,0.0010354009,0.0015341268,0.0018701598,0.0031759855,0.0016635244,0.0005456486],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012063901,0.005383302,0.56987995,0.00024860544,0.00007805023,0.014976577,0.38621703,0.000120014025,0.0018013137,0.0006975984,0.001834934,0.017556226],"study_design_scores_gemma":[0.0005442769,0.006662692,0.32849568,0.00031246775,0.00012085455,0.01928675,0.63161236,0.00046720324,0.001133781,0.0012247387,0.009996036,0.00014320278],"about_ca_topic_score_codex":0.013823094,"about_ca_topic_score_gemma":0.023740266,"teacher_disagreement_score":0.013823094,"about_ca_system_score_codex":0.0017427092,"about_ca_system_score_gemma":0.0025764266,"threshold_uncertainty_score":0.027485251},"labels":[],"label_agreement":null},{"id":"W2796175652","doi":"10.2196/jopm.9335","title":"Utilizing Consumer Technology (Apple’s ResearchKit) for Medical Studies by Patients and Researchers: Proof of Concept of the Novel Platform REach","year":2018,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Data collection; Observational study; Computer science; Data science; Medicine","score_opus":0.4304436307546556,"score_gpt":0.5805743902846502,"score_spread":0.1501307595299946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2796175652","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26210073,0.0031219646,0.6287668,0.016236594,0.0025121311,0.029331408,0.0020969596,0.011843631,0.043989908],"genre_scores_gemma":[0.26890904,0.0023378893,0.68381786,0.0050722365,0.00074809353,0.026407955,0.00085684605,0.0011194622,0.010730584],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99054116,0.0058703483,0.00046186766,0.00060121587,0.0021532802,0.00037214125],"domain_scores_gemma":[0.9763475,0.018278684,0.0007144135,0.0016104516,0.0018176136,0.0012312932],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012810952,0.0009395956,0.0007043529,0.00082224066,0.00067496195,0.0024391934,0.0017393023,0.0021752922,0.013524094],"category_scores_gemma":[0.026934197,0.0005963297,0.0012021598,0.00031148116,0.0015474962,0.0031829008,0.0044740685,0.0018661213,0.0027167366],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004321709,0.005634948,0.009634069,0.008310498,0.00038292873,0.0035207057,0.008878712,0.0011545088,0.09955299,0.020878214,0.037101313,0.80062956],"study_design_scores_gemma":[0.009872401,0.03684861,0.044915855,0.008508176,0.0016110912,0.018471068,0.00633469,0.016473917,0.19423498,0.034574196,0.6269727,0.0011823426],"about_ca_topic_score_codex":0.00036339412,"about_ca_topic_score_gemma":0.0005039618,"teacher_disagreement_score":0.013524094,"about_ca_system_score_codex":0.00032044091,"about_ca_system_score_gemma":0.0022046922,"threshold_uncertainty_score":0.06775159},"labels":[],"label_agreement":null},{"id":"W2802283329","doi":"10.2196/jopm.9877","title":"A Decision Aid to Support Shared Decision Making About Mechanical Ventilation in Severe Chronic Obstructive Pulmonary Disease Patients (InformedTogether): Feasibility Study","year":2018,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Aging","keywords":"Pulmonary disease; Medicine; Mechanical ventilation; Intensive care medicine; Respiratory failure; Intubation; Clinical decision making; Disease; Endotracheal intubation; Internal medicine; Surgery","score_opus":0.2757713509324086,"score_gpt":0.5040845151860605,"score_spread":0.22831316425365183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802283329","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99516016,0.000049203656,0.00066529796,0.0001865948,0.000019807063,0.0032106333,0.000107269254,0.00001665179,0.0005843271],"genre_scores_gemma":[0.9708543,0.00016983763,0.014613481,0.0005988187,0.00005159478,0.012797498,0.00025027327,0.00000906049,0.0006551472],"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","domain_scores_codex":[0.993107,0.005202163,0.00049919623,0.00026787864,0.0005248522,0.00039884978],"domain_scores_gemma":[0.97913915,0.015418325,0.0016610697,0.000989894,0.0008846387,0.0019069747],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011344154,0.00062358024,0.0005368796,0.00050710625,0.0007473244,0.00086909195,0.00070740504,0.0010280096,0.0048337276],"category_scores_gemma":[0.023708502,0.00044814852,0.0010910238,0.00029404153,0.00064665766,0.001544102,0.0016592875,0.0011223749,0.000382328],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.08023318,0.2714046,0.174528,0.0037239823,0.0009715604,0.00096019835,0.019803723,0.0044318424,0.0038593225,0.0015189581,0.0042408844,0.43432376],"study_design_scores_gemma":[0.11397792,0.5682388,0.25745714,0.0009705003,0.0011472112,0.001326523,0.0110827405,0.018237729,0.009298411,0.002093947,0.01570565,0.0004634966],"about_ca_topic_score_codex":0.00076047453,"about_ca_topic_score_gemma":0.0012803003,"teacher_disagreement_score":0.011344154,"about_ca_system_score_codex":0.00071951345,"about_ca_system_score_gemma":0.0021804431,"threshold_uncertainty_score":0.05999434},"labels":[],"label_agreement":null},{"id":"W2802681265","doi":"10.2196/jopm.9652","title":"Codesigned Shared Decision-Making Diabetes Management Plan Tool for Adolescents With Type 1 Diabetes Mellitus and Their Parents: Prototype Development and Pilot Test","year":2018,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Diabetes Management and Research","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; Agency for Healthcare Research and Quality","keywords":"Diabetes mellitus; Glycemic; Feeling; Medicine; Type 1 diabetes; Test (biology); Diabetes management; Type 2 Diabetes Mellitus; Type 2 diabetes; Psychology; Social psychology; Endocrinology","score_opus":0.07509722941770436,"score_gpt":0.3405926527115537,"score_spread":0.26549542329384934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802681265","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93632334,0.00012219761,0.04598813,0.00059448305,0.00012548138,0.011201513,0.00054284214,0.0015115655,0.0035905193],"genre_scores_gemma":[0.6326431,0.00028078075,0.35078734,0.00034257513,0.000029451538,0.011051229,0.0009340575,0.00016051381,0.0037708199],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983406,0.00093909225,0.00010978771,0.00015734058,0.00029176156,0.00016141581],"domain_scores_gemma":[0.9935574,0.0047327396,0.00013862699,0.00026672272,0.0007871518,0.0005173573],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005070156,0.0005752712,0.00033957523,0.0005201024,0.00047577696,0.0007402456,0.0018598195,0.00086244504,0.005169847],"category_scores_gemma":[0.013654319,0.00035867168,0.000518845,0.00021989887,0.0005424349,0.000933412,0.0009977643,0.0009145754,0.0004800187],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0031934376,0.036122408,0.032569733,0.0027009156,0.00013530554,0.002573162,0.047735002,0.005751514,0.03964509,0.002494458,0.01767497,0.809404],"study_design_scores_gemma":[0.015243632,0.10576661,0.22488993,0.0043617063,0.0010135468,0.0073546115,0.07767455,0.19084948,0.121598884,0.0074910247,0.24247134,0.0012847501],"about_ca_topic_score_codex":0.0012549177,"about_ca_topic_score_gemma":0.0015699831,"teacher_disagreement_score":0.005169847,"about_ca_system_score_codex":0.00061428046,"about_ca_system_score_gemma":0.001498632,"threshold_uncertainty_score":0.026813865},"labels":[],"label_agreement":null},{"id":"W2809281746","doi":"10.2196/jopm.9745","title":"Content-Sensitive Characterization of Peer Interactions of Highly Engaged Users in an Online Community for Smoking Cessation: Mixed-Methods Approach for Modeling User Engagement in Health Promotion Interventions","year":2018,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"U.S. National Library of Medicine; National Cancer Institute; National Institutes of Health","keywords":"User engagement; Psychological intervention; Health promotion; Smoking cessation; Behavior change; Community engagement; Key (lock); Internet privacy; Order (exchange); Promotion (chess); Psychology; Computer science; World Wide Web; Public relations; Business; Medicine; Social psychology; Public health; Political science; Nursing","score_opus":0.6514488115948005,"score_gpt":0.5941206900444872,"score_spread":0.057328121550313305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2809281746","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7933716,0.00040481897,0.20077793,0.00046955654,0.000044876644,0.0012485795,0.0016848552,0.00022198682,0.0017757404],"genre_scores_gemma":[0.9372113,0.00012270045,0.059157643,0.00006482375,0.00003573178,0.0014960695,0.001032217,0.000024392391,0.00085506454],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99727947,0.0018693202,0.00011133807,0.00046799815,0.0001807759,0.00009104263],"domain_scores_gemma":[0.98362976,0.013883048,0.0009583857,0.0006894542,0.0006100716,0.00022929342],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0062058014,0.00067848363,0.00058994634,0.0025260975,0.0006223494,0.0016443862,0.0011731979,0.00107432,0.0016879435],"category_scores_gemma":[0.015402205,0.00040308596,0.0015731391,0.0013406511,0.0005724304,0.0014132143,0.0011988595,0.00089280657,0.0003378454],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001424089,0.00271742,0.64298433,0.0011839245,0.0015738872,0.0005835366,0.017421808,0.10588204,0.010430022,0.016690504,0.0026070422,0.19650134],"study_design_scores_gemma":[0.000024962237,0.0004629512,0.077197075,0.00008894667,0.000144753,0.00008786766,0.0029587566,0.90838987,0.0013353528,0.0074992916,0.0017605111,0.000049680748],"about_ca_topic_score_codex":0.0062949825,"about_ca_topic_score_gemma":0.0065717446,"teacher_disagreement_score":0.0062949825,"about_ca_system_score_codex":0.0011037813,"about_ca_system_score_gemma":0.0007204298,"threshold_uncertainty_score":0.032819808},"labels":[],"label_agreement":null},{"id":"W2811163351","doi":"10.2196/10655","title":"Phase I of the Detecting and Evaluating Childhood Anxiety and Depression Effectively in Subspecialties (DECADES) Study: Development of an Integrated Mental Health Care Model for Pediatric Gastroenterology","year":2018,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Pediatric Pain Management Techniques","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; Agency for Healthcare Research and Quality; Indiana Clinical and Translational Sciences Institute","keywords":"Anxiety; Depression (economics); Mental health; Medicine; Psychiatry; Identification (biology); Clinical psychology; Psychology","score_opus":0.07283000710648893,"score_gpt":0.42108186426036,"score_spread":0.3482518571538711,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2811163351","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9788735,0.00021598984,0.0015440169,0.0008268106,0.00005515449,0.015990995,0.0009647184,0.000049274993,0.0014795001],"genre_scores_gemma":[0.8537356,0.0008960828,0.05504211,0.0012777211,0.00012617272,0.08346649,0.0030278477,0.000037960843,0.0023899744],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99632853,0.0027849872,0.00013271329,0.00022029801,0.00024341898,0.00029021106],"domain_scores_gemma":[0.9956326,0.0011024867,0.00058752764,0.0006720644,0.00057751103,0.0014278413],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00975986,0.000526149,0.0007011062,0.0003329869,0.00088993035,0.000874107,0.00133101,0.00060237595,0.0019281527],"category_scores_gemma":[0.006552121,0.0005827536,0.0015180217,0.00030835983,0.00070223835,0.00073389243,0.0015970903,0.0017630854,0.00045133385],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.027716044,0.17741294,0.33904427,0.0011844134,0.0008789814,0.0006255466,0.014435546,0.0066700056,0.0069392947,0.0024392004,0.017733566,0.40492016],"study_design_scores_gemma":[0.058631536,0.22777043,0.6569726,0.0007553375,0.0010864197,0.0005831368,0.013400911,0.007830566,0.005284881,0.0014928601,0.025964957,0.00022638589],"about_ca_topic_score_codex":0.0093352385,"about_ca_topic_score_gemma":0.020159682,"teacher_disagreement_score":0.00975986,"about_ca_system_score_codex":0.003207881,"about_ca_system_score_gemma":0.011923636,"threshold_uncertainty_score":0.051615655},"labels":[],"label_agreement":null},{"id":"W2890665672","doi":"10.2196/10815","title":"Patient Perspectives on the Challenges and Responsibilities of Living With Chronic Inflammatory Diseases: Qualitative Study","year":2018,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Psoriasis: Treatment and Pathogenesis","field":"Immunology and Microbiology","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Canadian Arthritis Patient Alliance; Canadian Society of Intestinal Research; Arthritis Research Centre of Canada; Research Canada; University of British Columbia","funders":"","keywords":"Qualitative research; Toll; Quality of life (healthcare); Medicine; Chronic disease; Disease; Gerontology; Intensive care medicine; Immunology; Nursing; Pathology; Sociology; Social science","score_opus":0.0670956301075145,"score_gpt":0.339782557856216,"score_spread":0.2726869277487015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2890665672","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98832965,0.0009771071,0.0018214004,0.0034691496,0.000086313536,0.00047716868,0.00032845937,0.00001815291,0.004492623],"genre_scores_gemma":[0.9935229,0.0012122235,0.001000912,0.0017278425,0.000032315304,0.00057768496,0.00009808902,0.000022108483,0.0018059794],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9871782,0.009014137,0.00044354983,0.00062352966,0.00080473715,0.0019359],"domain_scores_gemma":[0.97171247,0.021605337,0.0016273087,0.0004909728,0.0019865814,0.0025774015],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.018342461,0.0006912786,0.0009847273,0.0019529734,0.013380248,0.004517594,0.0018973497,0.0022160523,0.0041578803],"category_scores_gemma":[0.022939961,0.0008826067,0.000550803,0.0025755982,0.0095344875,0.004356432,0.00692359,0.003877348,0.00039093933],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021349895,0.000024310739,0.0016563203,0.00009822656,0.0000026905211,0.00034719368,0.9955368,0.000014287103,0.0002454822,0.0003376442,0.00026955397,0.0014461639],"study_design_scores_gemma":[0.0000033417718,0.000026632628,0.0005910231,0.000113228336,0.0000026098123,0.00014815439,0.996232,0.000028506065,0.0000737724,0.00009331042,0.002678767,0.000008652073],"about_ca_topic_score_codex":0.03948517,"about_ca_topic_score_gemma":0.059281994,"teacher_disagreement_score":0.03948517,"about_ca_system_score_codex":0.008892096,"about_ca_system_score_gemma":0.013123885,"threshold_uncertainty_score":0.09700537},"labels":[],"label_agreement":null},{"id":"W2896616037","doi":"10.2196/11089","title":"Use of Video Consultations for Patients With Hematological Diseases From a Patient Perspective: Qualitative Study","year":2018,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Medicine; Qualitative research; Family medicine; Intensive care medicine; Computer science; Sociology; Artificial intelligence","score_opus":0.18425963712721882,"score_gpt":0.48640630999629725,"score_spread":0.3021466728690784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2896616037","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99103606,0.0011537927,0.0012692852,0.002560414,0.0000570463,0.00021393497,0.00019606331,0.0000125803235,0.0035008073],"genre_scores_gemma":[0.9952383,0.0012213658,0.00072209374,0.0011365315,0.000020976633,0.00022920086,0.0000649603,0.000013541621,0.0013529818],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9920312,0.0061711003,0.00022390157,0.0003080036,0.0004558736,0.0008099533],"domain_scores_gemma":[0.9822282,0.014224985,0.0011424767,0.00024094476,0.0009920284,0.0011714087],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007248452,0.00042373728,0.0006838747,0.0010580054,0.005281467,0.002821597,0.0011546589,0.0017436101,0.0032254048],"category_scores_gemma":[0.013943248,0.00050660886,0.00042883365,0.0011691432,0.0041824128,0.0029980324,0.0028995988,0.0023494924,0.0003451283],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006477283,0.00010061684,0.003868253,0.00030148443,0.000006636166,0.0013290173,0.9876773,0.000028734572,0.0008178762,0.0005630693,0.00061007036,0.0046321084],"study_design_scores_gemma":[0.0000074499217,0.00011116639,0.0019006451,0.00021709454,0.000006206048,0.000636028,0.99160427,0.00006210847,0.0002582385,0.000118409494,0.0050626574,0.000015778794],"about_ca_topic_score_codex":0.005467265,"about_ca_topic_score_gemma":0.010165008,"teacher_disagreement_score":0.007248452,"about_ca_system_score_codex":0.0038968949,"about_ca_system_score_gemma":0.0034647388,"threshold_uncertainty_score":0.038333893},"labels":[],"label_agreement":null},{"id":"W2899983488","doi":"10.2196/12338","title":"The Impact of Visualization Format and Navigational Options on Laypeople’s Perception and Preference of Surgery Information Videos: Randomized Controlled Trial and Online Survey","year":2018,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preference; Randomized controlled trial; Perception; Visualization; Computer science; Psychology; Medicine; Surgery; Artificial intelligence","score_opus":0.45439004817625817,"score_gpt":0.5274911235724882,"score_spread":0.07310107539623001,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899983488","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9795523,0.0008510785,0.0005198645,0.0002785722,0.00032270318,0.01704059,0.0004901057,0.00005254788,0.00089215016],"genre_scores_gemma":[0.93621343,0.00095055305,0.0036101777,0.00055035244,0.00040918562,0.056196965,0.00034311376,0.0000133962485,0.0017129553],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99456125,0.0030525115,0.0005845722,0.0007636095,0.00045056592,0.0005875282],"domain_scores_gemma":[0.9914335,0.0043527265,0.0019673964,0.00048358314,0.00047588252,0.0012869725],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00550854,0.0017500327,0.0034960848,0.00096617546,0.0009887349,0.0014509023,0.0011879893,0.0030936145,0.011295101],"category_scores_gemma":[0.009199881,0.0009082192,0.0028355292,0.00089715084,0.002024258,0.0018890639,0.0007982845,0.0026780802,0.0008876371],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8826759,0.09962771,0.0020407462,0.0014348804,0.00096884783,0.000038408274,0.00027237218,0.00017782804,0.00090300856,0.000097248165,0.00031558145,0.01144746],"study_design_scores_gemma":[0.67230964,0.31813112,0.00605558,0.0001314617,0.0011545804,0.000016420954,0.00023771267,0.00061122514,0.0006173623,0.00021586554,0.00047929605,0.00003978283],"about_ca_topic_score_codex":0.001213058,"about_ca_topic_score_gemma":0.001635785,"teacher_disagreement_score":0.011295101,"about_ca_system_score_codex":0.001341137,"about_ca_system_score_gemma":0.001976853,"threshold_uncertainty_score":0.037785888},"labels":[],"label_agreement":null},{"id":"W2900985608","doi":"10.2196/10665","title":"Involving Citizen-Patients in the Development of Telehealth Services: Qualitative Study of Experts’ and Citizen-Patients’ Perspectives","year":2018,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université Laval; Hôpital Saint-François d'Assise","funders":"","keywords":"Telehealth; Technocracy; Qualitative research; Public relations; Coronavirus disease 2019 (COVID-19); Political science; Business; Medicine; Nursing; Telemedicine; Sociology; Health care; Social science","score_opus":0.1169237425374384,"score_gpt":0.44945292746230586,"score_spread":0.3325291849248675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900985608","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9878241,0.0005686478,0.0021147886,0.0040247347,0.000045590583,0.0004086587,0.00018426208,0.000012344461,0.004816894],"genre_scores_gemma":[0.9953294,0.00048587203,0.0007939502,0.0013373687,0.000020644331,0.0003451882,0.00006707339,0.000014396928,0.0016060245],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9755553,0.018925067,0.00051430333,0.000797302,0.0012536001,0.0029544928],"domain_scores_gemma":[0.95677686,0.03415029,0.0018697589,0.00052380585,0.0038031682,0.0028760543],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.025209581,0.00058584416,0.0008246511,0.0018080892,0.012706127,0.004473718,0.0018605057,0.002758922,0.0029694312],"category_scores_gemma":[0.021584341,0.0006332944,0.00046791957,0.002211662,0.009757192,0.00451094,0.0055888467,0.003176114,0.00030294104],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026199197,0.000027372469,0.001553847,0.000078472185,0.0000021080727,0.00039936,0.9952089,0.000027808746,0.0003135088,0.00045863414,0.00032406548,0.0015797042],"study_design_scores_gemma":[0.000003763562,0.000026091657,0.0006533187,0.00010421197,0.0000019337715,0.00009194087,0.9951615,0.00007735025,0.00012837253,0.00011148551,0.003631586,0.000008519501],"about_ca_topic_score_codex":0.05711637,"about_ca_topic_score_gemma":0.07166713,"teacher_disagreement_score":0.05711637,"about_ca_system_score_codex":0.011608146,"about_ca_system_score_gemma":0.012564161,"threshold_uncertainty_score":0.1333226},"labels":[],"label_agreement":null},{"id":"W2902364095","doi":"10.2196/11167","title":"Patient Perspective of Cognitive Symptoms in Major Depressive Disorder: Retrospective Database and Prospective Survey Analyses","year":2018,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Treatment of Major Depression","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Major depressive disorder; Depression (economics); Cognition; Clinical psychology; Psychiatry; Medicine; Prospective cohort study; Psychology; Internal medicine","score_opus":0.07323870876446438,"score_gpt":0.4047780975609659,"score_spread":0.3315393887965015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2902364095","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99599946,0.00009531194,0.00010436569,0.000037455913,0.0000032836974,0.00006160553,0.0033650498,0.000003678861,0.00032987446],"genre_scores_gemma":[0.99619675,0.0000886979,0.00019779753,0.000052815547,0.0000059855242,0.00010448128,0.0032655618,0.0000024410342,0.0000854905],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970822,0.0012572849,0.0005487964,0.0004099737,0.00046992552,0.00023173788],"domain_scores_gemma":[0.98956114,0.0023006655,0.005061124,0.00095743063,0.0013648644,0.00075466384],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003297352,0.00023884393,0.00040979145,0.001990096,0.00046739643,0.0009484374,0.00047703218,0.0005903494,0.0010557505],"category_scores_gemma":[0.007956814,0.00041384323,0.00074494386,0.0031671212,0.00033720522,0.0009116117,0.00094814925,0.00074989226,0.00036204053],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006310269,0.00004296357,0.9992009,0.000010356847,0.00004183234,0.000012599408,0.000091003676,0.000022773409,0.00002604091,0.000008230821,0.00010319811,0.00037702572],"study_design_scores_gemma":[0.000009172477,0.00013442387,0.9989679,0.000007368247,0.000025831543,0.000100206205,0.0004224568,0.00012691156,0.000026234553,0.000007203268,0.0001671889,0.000005252683],"about_ca_topic_score_codex":0.0072951424,"about_ca_topic_score_gemma":0.008723713,"teacher_disagreement_score":0.0072951424,"about_ca_system_score_codex":0.00055120786,"about_ca_system_score_gemma":0.000541922,"threshold_uncertainty_score":0.017438293},"labels":[],"label_agreement":null},{"id":"W2904219385","doi":"10.2196/11474","title":"Participatory Methods to Engage Health Service Users in the Development of Electronic Health Resources: Systematic Review","year":2018,"lang":"en","type":"review","venue":"Journal of Participatory Medicine","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":107,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"University of Melbourne","keywords":"eHealth; CINAHL; PsycINFO; Citizen journalism; Context (archaeology); mHealth; Participatory design; MEDLINE; Health care; Medicine; World Wide Web; Knowledge management; Psychology; Computer science; Nursing; Psychological intervention; Political science; Engineering; Geography","score_opus":0.4477983552359232,"score_gpt":0.6074190095062586,"score_spread":0.1596206542703354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2904219385","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0019909132,0.9824684,0.002555663,0.0011679451,0.00037577294,0.010134937,0.00040352883,0.00003587506,0.00086695945],"genre_scores_gemma":[0.03783564,0.91829455,0.013513825,0.0012111011,0.0001831112,0.028303431,0.0003359638,0.000023301389,0.00029918225],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.85675657,0.097463965,0.026289284,0.003804336,0.014165578,0.0015202427],"domain_scores_gemma":[0.65135586,0.29090455,0.030325977,0.0060325186,0.019986676,0.0013943921],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.11609052,0.002495034,0.009192465,0.021117464,0.0029108468,0.0061099976,0.0040614526,0.0033258165,0.006573423],"category_scores_gemma":[0.27449915,0.0024303196,0.0090633035,0.024291825,0.00353039,0.0085775545,0.005228638,0.003028205,0.0005605171],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015263767,0.000045284974,0.0005933166,0.9261707,0.003890674,0.0000676004,0.002072876,0.0001863924,0.00008205713,0.0006472709,0.0015946903,0.06449642],"study_design_scores_gemma":[0.0003479121,0.00021713391,0.0011850746,0.9688621,0.01077766,0.00012333854,0.0020724568,0.0001366412,0.00018508616,0.00079693407,0.015242061,0.0000535525],"about_ca_topic_score_codex":0.008469536,"about_ca_topic_score_gemma":0.022309206,"teacher_disagreement_score":0.11609052,"about_ca_system_score_codex":0.011022897,"about_ca_system_score_gemma":0.053954232,"threshold_uncertainty_score":0.6139527},"labels":[],"label_agreement":null},{"id":"W2904222093","doi":"10.2196/10782","title":"Spanish-Speaking Hispanic Patients’ Information-Sharing Preferences During Hospitalization: An Exploratory Pilot Study","year":2018,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Hospital Admissions and Outcomes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Multidisciplinary approach; Nursing; Information exchange; Medicine; Information sharing; Citizen journalism; Exploratory research; Psychology; Political science","score_opus":0.09806062653645034,"score_gpt":0.3474047057160068,"score_spread":0.24934407917955645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2904222093","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9991844,0.000059326358,0.000076538985,0.00014744682,0.0000062629374,0.000053895983,0.00004392021,0.000001608555,0.00042653637],"genre_scores_gemma":[0.998587,0.00019979251,0.00021407437,0.0002863905,0.00001123618,0.00015717078,0.00005394632,0.000004077606,0.00048627245],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9987832,0.0007353591,0.000042224638,0.000084324405,0.00006915887,0.00028575238],"domain_scores_gemma":[0.99726605,0.0012160359,0.00033850933,0.000105763276,0.00043846443,0.00063520944],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034747731,0.0004126252,0.00047097882,0.00056838675,0.0027765566,0.0016409344,0.00051858317,0.0005705419,0.0036361127],"category_scores_gemma":[0.005797715,0.00026529454,0.00041349267,0.00046635902,0.0009410931,0.00097102684,0.0016023513,0.0011105324,0.00033358394],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008450262,0.0037811375,0.13395187,0.00043248088,0.000055731685,0.0033273834,0.8266893,0.00008284728,0.0023806058,0.00039292118,0.0018762229,0.026184434],"study_design_scores_gemma":[0.000113232956,0.0017492613,0.040219326,0.000104780105,0.000034799843,0.00064706965,0.9522596,0.00016612497,0.00037899276,0.000155487,0.0041385847,0.000032673976],"about_ca_topic_score_codex":0.0068063843,"about_ca_topic_score_gemma":0.00965695,"teacher_disagreement_score":0.0068063843,"about_ca_system_score_codex":0.0014057711,"about_ca_system_score_gemma":0.0026523343,"threshold_uncertainty_score":0.018376589},"labels":[],"label_agreement":null},{"id":"W2914974259","doi":"10.2196/12380","title":"Application of Community-Engaged Research to Inform the Development and Implementation of a Peer-Delivered Mobile Health Intervention for Adults With Serious Mental Illness","year":2019,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":66,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Research Resources; National Center for Advancing Translational Sciences; National Institute of Mental Health; National Heart, Lung, and Blood Institute","keywords":"Intervention (counseling); Mental illness; Mental health; Psychology; Psychological intervention; Medical education; Psychiatry; Medicine","score_opus":0.37149874229766916,"score_gpt":0.5661678004509216,"score_spread":0.19466905815325247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2914974259","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36573097,0.005760599,0.4089414,0.043020286,0.0014292245,0.087656096,0.0003623166,0.0011572293,0.085941926],"genre_scores_gemma":[0.5462345,0.0021108657,0.41376486,0.0034808961,0.0001262989,0.031620663,0.0001513706,0.00008909377,0.0024214906],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.8073248,0.17394306,0.00372721,0.0037302931,0.008248438,0.003026186],"domain_scores_gemma":[0.87262076,0.092287086,0.0046384637,0.009040719,0.01449367,0.0069193766],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.12044112,0.0010585382,0.00089667615,0.0035275293,0.0062577743,0.005894549,0.0043075304,0.0024983515,0.0033041853],"category_scores_gemma":[0.11995801,0.0006970519,0.0013131998,0.001811478,0.006261572,0.0068881796,0.0143750915,0.0041284813,0.00053777714],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028535133,0.0072310166,0.009731394,0.0048077786,0.00017869641,0.0009856218,0.2370764,0.0017815232,0.0020237556,0.024317479,0.008096046,0.70348495],"study_design_scores_gemma":[0.0032884094,0.013899604,0.030233385,0.030442547,0.0007952803,0.0014959387,0.53337795,0.02584324,0.009344309,0.1319316,0.21882698,0.00052071916],"about_ca_topic_score_codex":0.0043344437,"about_ca_topic_score_gemma":0.012369428,"teacher_disagreement_score":0.12044112,"about_ca_system_score_codex":0.007743202,"about_ca_system_score_gemma":0.053135484,"threshold_uncertainty_score":0.6369611},"labels":[],"label_agreement":null},{"id":"W2924830396","doi":"10.2196/12105","title":"Meaningful Partnerships: Stages of Development of a Patient and Family Advisory Council at a Family Medicine Residency Clinic","year":2019,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Health Resources and Services Administration","keywords":"Family medicine; Advisory committee; Medical education; Medicine; Political science; Public administration","score_opus":0.40178160344101943,"score_gpt":0.47646296163487994,"score_spread":0.07468135819386051,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2924830396","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8161906,0.002554914,0.0327222,0.059731416,0.0014398672,0.0059839417,0.00023936563,0.00089671294,0.08024098],"genre_scores_gemma":[0.93639016,0.00092846475,0.044683985,0.0028666544,0.00014429145,0.0015811116,0.00016754774,0.000081983344,0.013155828],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9663036,0.024567708,0.000724797,0.00078129594,0.002586173,0.005036482],"domain_scores_gemma":[0.94546735,0.00997106,0.0037368338,0.0014032773,0.0068774726,0.032544],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.034563385,0.0004908398,0.00030791917,0.00095830136,0.014757845,0.006564787,0.002547795,0.0027285833,0.009145008],"category_scores_gemma":[0.038778264,0.0008367251,0.00059757166,0.0006473504,0.00349555,0.005804722,0.012416907,0.004115003,0.0020299668],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032189614,0.0026406571,0.066438384,0.00096971536,0.000052131854,0.00728691,0.51735646,0.0006281011,0.00455973,0.01512556,0.058236327,0.32638416],"study_design_scores_gemma":[0.00009186809,0.0020946881,0.059947185,0.0014565637,0.000031553467,0.0044344272,0.65243345,0.0012359604,0.0023733424,0.007878676,0.26781636,0.00020596784],"about_ca_topic_score_codex":0.006261426,"about_ca_topic_score_gemma":0.015332119,"teacher_disagreement_score":0.034563385,"about_ca_system_score_codex":0.0057484964,"about_ca_system_score_gemma":0.035567258,"threshold_uncertainty_score":0.18279082},"labels":[],"label_agreement":null},{"id":"W2941853435","doi":"10.2196/11828","title":"The usage of social media encouraged patients' active participation in medical decision-making: cross-sectional survey (Preprint)","year":2018,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Cross-sectional study; Social media; Psychology; Medicine; Computer science; World Wide Web","score_opus":0.3112365956308608,"score_gpt":0.5419896856919956,"score_spread":0.23075309006113476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2941853435","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99904364,0.00003227344,0.00004968272,0.00011870793,0.00000630044,0.000019211273,0.00018058742,0.000002560621,0.00054703164],"genre_scores_gemma":[0.99923515,0.000052512758,0.00012290002,0.00009233845,0.000015982607,0.000038146576,0.00010662292,0.000002201912,0.0003341317],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974763,0.0012623568,0.00034466904,0.0002415229,0.00038064126,0.00029443484],"domain_scores_gemma":[0.97171503,0.017318958,0.0065088645,0.0008342087,0.0013614966,0.0022613343],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026908284,0.0002131138,0.00033375222,0.001080114,0.00095521397,0.002119128,0.00032803713,0.0012580041,0.004008751],"category_scores_gemma":[0.018596195,0.0004581445,0.0004771197,0.0009306681,0.00067096634,0.0013641411,0.0010189775,0.0015707503,0.0005854253],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003816868,0.0012396171,0.9843125,0.00006504343,0.00011259267,0.00006440913,0.007367081,0.000038883863,0.0005571161,0.000053365886,0.00022434304,0.0055834637],"study_design_scores_gemma":[0.00002961161,0.00092705846,0.98539954,0.000031349016,0.00008232456,0.00017990204,0.012037002,0.00024399011,0.0003432376,0.000065661035,0.00063542154,0.000024850537],"about_ca_topic_score_codex":0.0019358138,"about_ca_topic_score_gemma":0.0026784842,"teacher_disagreement_score":0.004008751,"about_ca_system_score_codex":0.00037745363,"about_ca_system_score_gemma":0.00068138534,"threshold_uncertainty_score":0.014230609},"labels":[],"label_agreement":null},{"id":"W2946288904","doi":"10.2196/14288","title":"Your Patient Has a New Health App? Start With Its Data Source","year":2019,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Appeal; Health care; Internet privacy; Meaningful use; Health data; Data science; Psychology; Medicine; Computer science; Political science","score_opus":0.4054364779429534,"score_gpt":0.5130515931820846,"score_spread":0.1076151152391312,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2946288904","genre_codex":"other","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02797761,0.0127973035,0.107499756,0.33624658,0.02049843,0.0043575163,0.028719105,0.038396206,0.42350742],"genre_scores_gemma":[0.2071344,0.024183208,0.21723491,0.18367033,0.027752738,0.004775706,0.018794838,0.011598859,0.30485502],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980692,0.000716623,0.00020858378,0.0001888141,0.0006765905,0.00014018377],"domain_scores_gemma":[0.98279333,0.007809463,0.0009682121,0.002246373,0.003522464,0.0026601155],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032955299,0.0008699355,0.0009807359,0.0016296997,0.0017892366,0.004878169,0.0012301614,0.003304666,0.09817972],"category_scores_gemma":[0.03253596,0.00059433345,0.0011112135,0.000893438,0.00087074365,0.0073716645,0.0043580392,0.0031447515,0.09540427],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046611112,0.00027269192,0.0056770365,0.00079092634,0.000038959137,0.001372915,0.0022926563,0.00006176173,0.0009911087,0.0042837155,0.7175606,0.26619157],"study_design_scores_gemma":[0.000094832496,0.00017402173,0.0036010167,0.0013326032,0.00005827614,0.0027279025,0.0015855939,0.0004591811,0.0018660863,0.007435858,0.98054117,0.00012353364],"about_ca_topic_score_codex":0.0011437949,"about_ca_topic_score_gemma":0.001533944,"teacher_disagreement_score":0.09817972,"about_ca_system_score_codex":0.0004736714,"about_ca_system_score_gemma":0.00147878,"threshold_uncertainty_score":0.32844388},"labels":[],"label_agreement":null},{"id":"W2956518256","doi":"10.2196/13800","title":"Personalizing Value in Cancer Care: The Case for Incorporating Patient Preferences Into Routine Clinical Decision Making","year":2019,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Economic and Financial Impacts of Cancer","field":"Economics, Econometrics and Finance","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Reimbursement; Medicaid; Business; Incentive; Health care; Value-Based Purchasing; Payment; Incentive program; Specialty; Medicine; Nursing; Family medicine; Finance; Economics","score_opus":0.16634194138276817,"score_gpt":0.40113454522478265,"score_spread":0.23479260384201447,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2956518256","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006714155,0.033518806,0.022773651,0.91165984,0.0018983863,0.00017287348,0.00007758968,0.00009803242,0.023086661],"genre_scores_gemma":[0.5109684,0.061245017,0.11064575,0.30278224,0.0090682525,0.0013578027,0.0002009961,0.00030683543,0.0034246375],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.86958814,0.10844188,0.0029605096,0.0048402515,0.010714512,0.003454723],"domain_scores_gemma":[0.7632031,0.18795505,0.0064538196,0.016214529,0.012824632,0.0133488225],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.13425985,0.0010974836,0.0021140904,0.0026289145,0.0052668396,0.02481972,0.0045756404,0.010891597,0.005363937],"category_scores_gemma":[0.1625181,0.00094324123,0.0025766187,0.0029529328,0.043805923,0.032445118,0.017930908,0.030871756,0.0011152587],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029340302,0.00035454365,0.009753472,0.0030288023,0.0005196506,0.00044766229,0.024244709,0.0023848412,0.00040437482,0.42708606,0.08048733,0.45099515],"study_design_scores_gemma":[0.00010538563,0.00024318982,0.0034535395,0.0060270014,0.00014960572,0.0006066641,0.010384047,0.0019808079,0.00042456863,0.8022733,0.17414749,0.00020442456],"about_ca_topic_score_codex":0.0070521194,"about_ca_topic_score_gemma":0.00866175,"teacher_disagreement_score":0.13425985,"about_ca_system_score_codex":0.015495084,"about_ca_system_score_gemma":0.036809172,"threshold_uncertainty_score":0.7100425},"labels":[],"label_agreement":null},{"id":"W2980742576","doi":"10.2196/15174","title":"Informational Practices of Postacute Brain Injury Patients During Personal Recovery: Qualitative Study","year":2019,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Thematic analysis; Acquired brain injury; Context (archaeology); Qualitative research; Data collection; Quality of life (healthcare); Qualitative property; Traumatic brain injury; Psychology; Medicine; Applied psychology; Rehabilitation; Nursing; Psychiatry; Physical therapy; Computer science","score_opus":0.18229978981968908,"score_gpt":0.4962675745086485,"score_spread":0.3139677846889594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2980742576","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99438524,0.00064469187,0.0012399445,0.0016831857,0.00003084206,0.00019487392,0.00011673867,0.000018844656,0.0016855936],"genre_scores_gemma":[0.9966304,0.00070960546,0.00075590005,0.00064903195,0.0000131676625,0.00024317457,0.000053352178,0.000016237129,0.0009291387],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9861102,0.010299553,0.0005504787,0.0007129575,0.000753294,0.0015735129],"domain_scores_gemma":[0.9746327,0.01850655,0.0021183584,0.00069209177,0.0015887892,0.0024613808],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014588658,0.000635839,0.0012729876,0.0019338846,0.008977627,0.0039243014,0.002383789,0.0021824753,0.002661243],"category_scores_gemma":[0.024056427,0.00081622886,0.00057777885,0.0019086846,0.009353584,0.0052114218,0.0059189843,0.0032374875,0.00037208144],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024412546,0.000042550295,0.0018428453,0.00009670453,0.0000035435066,0.00044678166,0.9951428,0.000012792984,0.00019663296,0.00024449252,0.00017631748,0.0017701347],"study_design_scores_gemma":[0.0000036162246,0.000056510547,0.000864964,0.00009500404,0.000003191666,0.00017999893,0.99653363,0.000037169186,0.000118654876,0.00010090748,0.001995386,0.000010985346],"about_ca_topic_score_codex":0.006616703,"about_ca_topic_score_gemma":0.008853939,"teacher_disagreement_score":0.014588658,"about_ca_system_score_codex":0.0050088507,"about_ca_system_score_gemma":0.005793959,"threshold_uncertainty_score":0.07715309},"labels":[],"label_agreement":null},{"id":"W2981099263","doi":"10.2196/12336","title":"The Challenges of Including Patients With Aphasia in Qualitative Research for Health Service Redesign: Qualitative Interview Study","year":2019,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Royal Hobart Hospital Research Foundation","keywords":"Aphasia; Interview; Thematic analysis; Comprehension; Qualitative research; Psychology; Speech-Language Pathology; Stroke (engine); Health care; Medicine; Medical education; Physical therapy; Psychiatry; Computer science","score_opus":0.6514856733688092,"score_gpt":0.6101475453532241,"score_spread":0.04133812801558512,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2981099263","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92351764,0.0031514326,0.038844865,0.016680438,0.00045431813,0.0064996197,0.00071801414,0.00012951843,0.0100041395],"genre_scores_gemma":[0.9659395,0.0023766716,0.017183904,0.0033384853,0.00006723771,0.008099239,0.00019066193,0.00008001147,0.0027241376],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.91121817,0.077712044,0.002549463,0.0018469914,0.0024153143,0.0042580636],"domain_scores_gemma":[0.81519496,0.15956469,0.0055145747,0.0031232345,0.0106140105,0.005988512],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.10345158,0.0011331281,0.00166754,0.0036889112,0.014457136,0.008669213,0.0039110547,0.0035577,0.0034808037],"category_scores_gemma":[0.090986416,0.0016853343,0.0012241936,0.0048094513,0.017473083,0.008554714,0.011667881,0.006923698,0.0006738834],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003198226,0.000035827143,0.000648044,0.00022702287,0.000004972259,0.00031453063,0.99432784,0.000060789793,0.0003180571,0.0011948739,0.0003120889,0.0025239878],"study_design_scores_gemma":[0.000011069621,0.00004295168,0.00022542273,0.00034343716,0.0000041371486,0.00013496006,0.9936283,0.00015718116,0.00018217949,0.0007510932,0.004505096,0.000014112051],"about_ca_topic_score_codex":0.0066088466,"about_ca_topic_score_gemma":0.010335618,"teacher_disagreement_score":0.10345158,"about_ca_system_score_codex":0.013545848,"about_ca_system_score_gemma":0.016350117,"threshold_uncertainty_score":0.5471108},"labels":[],"label_agreement":null},{"id":"W2990970674","doi":"10.2196/16511","title":"The “Preparation for Shared Decision-Making” Tool for Women With Advanced Breast Cancer: Qualitative Validation Study","year":2019,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Usability; Workflow; Qualitative research; Medicine; Decision aids; Health care; Population; Psychology; Medical education; Nursing; Knowledge management; Computer science; Alternative medicine; Human–computer interaction","score_opus":0.2784622724371325,"score_gpt":0.5721628113853202,"score_spread":0.2937005389481877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2990970674","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9732125,0.0008664531,0.011477226,0.0044501466,0.00013631773,0.0031709592,0.00035634797,0.000047222507,0.006282674],"genre_scores_gemma":[0.97361654,0.00095783244,0.018078323,0.0017798715,0.000028183313,0.0036253757,0.00019039154,0.000046704998,0.0016768003],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9707314,0.024774311,0.00081696414,0.0007622928,0.0015659465,0.0013491658],"domain_scores_gemma":[0.93073165,0.058302198,0.002230039,0.0014115905,0.005280584,0.0020439865],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.051591735,0.00051488105,0.0006503791,0.0015142615,0.005089252,0.0022584759,0.0021554457,0.0010201081,0.0021334533],"category_scores_gemma":[0.05799671,0.00050821656,0.000607627,0.0013254181,0.0067494544,0.002692887,0.004721541,0.002373754,0.00026867105],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007387088,0.00023899203,0.005685352,0.0008729751,0.000013894218,0.000696432,0.9601332,0.00013823225,0.00093203783,0.0018730499,0.0016526675,0.027689226],"study_design_scores_gemma":[0.000035585377,0.00025352408,0.003939651,0.0012931793,0.00001691498,0.0004923855,0.971375,0.0005159402,0.00093044597,0.0011336644,0.019970587,0.000043049487],"about_ca_topic_score_codex":0.0042371606,"about_ca_topic_score_gemma":0.0074372697,"teacher_disagreement_score":0.051591735,"about_ca_system_score_codex":0.005359055,"about_ca_system_score_gemma":0.011539772,"threshold_uncertainty_score":0.27284646},"labels":[],"label_agreement":null},{"id":"W2996142555","doi":"10.2196/14874","title":"Traumatic Brain Injury and Sexuality: User Experience Study of an Information Toolkit","year":2019,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université Laval; Centre hospitalier universitaire de Québec; Centre for Interdisciplinary Research in Rehabilitation","funders":"","keywords":"Checklist; Usability; Credibility; Psychology; Human sexuality; Reading (process); Applied psychology; Memory problems; Exploratory research; Traumatic brain injury; Recall; Computer science; Medicine; Human–computer interaction; Dementia; Cognitive psychology; Psychiatry","score_opus":0.2042196799010047,"score_gpt":0.4652900485715157,"score_spread":0.261070368670511,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2996142555","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9978909,0.00007825119,0.00081911584,0.00015663101,0.000008080159,0.00014560197,0.000025193072,0.000018161314,0.0008580057],"genre_scores_gemma":[0.99600005,0.00018351153,0.0024854008,0.00016450025,0.000010130743,0.00025901123,0.00003507456,0.00001978342,0.00084263604],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9919349,0.0062092813,0.00033123224,0.00029363803,0.00059081765,0.0006401392],"domain_scores_gemma":[0.97488356,0.01877901,0.0011081079,0.001043846,0.0018798055,0.0023057165],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01378071,0.0005623196,0.00064723415,0.0012924045,0.00347547,0.0031943438,0.0010914983,0.0012756445,0.003507938],"category_scores_gemma":[0.026304591,0.0005327492,0.00055920007,0.0008552806,0.0031382334,0.002707057,0.0040407307,0.0013583422,0.00042703873],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003149295,0.0012668301,0.019554337,0.00061049795,0.000028641953,0.0013948628,0.95283544,0.00010107142,0.0019100655,0.00032417828,0.0005858724,0.021073282],"study_design_scores_gemma":[0.00012610936,0.0064110258,0.027333668,0.00038046844,0.000074874675,0.0025025546,0.9480695,0.0008494707,0.002347527,0.00034656355,0.011433075,0.00012518837],"about_ca_topic_score_codex":0.0014540629,"about_ca_topic_score_gemma":0.0022282624,"teacher_disagreement_score":0.01378071,"about_ca_system_score_codex":0.000990006,"about_ca_system_score_gemma":0.0014171501,"threshold_uncertainty_score":0.07288027},"labels":[],"label_agreement":null},{"id":"W2996346902","doi":"10.2196/13924","title":"Health Care Consumer Shopping Behaviors and Sentiment: Qualitative Study","year":2019,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Qualitative research; Health care; Psychology; Business; Advertising; Sociology; Economics","score_opus":0.17997130321353028,"score_gpt":0.4424287318945359,"score_spread":0.26245742868100563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2996346902","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.993741,0.000279395,0.0014057561,0.0010753911,0.000020065108,0.00043914508,0.0003329048,0.000010018112,0.0026963053],"genre_scores_gemma":[0.9949615,0.00043432062,0.0012941143,0.0010133327,0.000015495669,0.00079494267,0.00015469351,0.000013758351,0.0013177244],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.992539,0.0056592436,0.00024303234,0.0003253323,0.0004633327,0.00077011157],"domain_scores_gemma":[0.9840768,0.0119891595,0.0011601195,0.00030502357,0.0015648619,0.00090417353],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011760755,0.00039742427,0.0006383981,0.0016897402,0.0059718722,0.0022627013,0.0009326502,0.001329931,0.0033429419],"category_scores_gemma":[0.016226329,0.00052579807,0.00033364596,0.0022715144,0.0041801613,0.0020390772,0.0035272546,0.0014659306,0.0002593639],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000066000524,0.00010786745,0.011205577,0.00024227925,0.000009016579,0.0006584624,0.9798636,0.000030877967,0.0008903241,0.000850314,0.0006748187,0.0054009883],"study_design_scores_gemma":[0.000012611171,0.00008052378,0.006661332,0.00020024744,0.000006223817,0.0002448455,0.9871366,0.000145032,0.000384222,0.0003074931,0.004805934,0.000014950094],"about_ca_topic_score_codex":0.008670586,"about_ca_topic_score_gemma":0.012194104,"teacher_disagreement_score":0.011760755,"about_ca_system_score_codex":0.004365353,"about_ca_system_score_gemma":0.0032870595,"threshold_uncertainty_score":0.062197566},"labels":[],"label_agreement":null},{"id":"W3000039477","doi":"10.2196/15101","title":"The Participatory Zeitgeist in Health Care: It is Time for a Science of Participation","year":2020,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":52,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Zeitgeist; Coproduction; Health care; Citizen journalism; Participatory design; Underpinning; Psychology; Public relations; Medical education; Sociology; Medicine; Political science; Engineering","score_opus":0.4981305232812753,"score_gpt":0.5509540518540921,"score_spread":0.0528235285728168,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3000039477","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013450754,0.042824674,0.06624629,0.7523982,0.008468011,0.00018965644,0.000102662954,0.00023506844,0.11608467],"genre_scores_gemma":[0.8003011,0.025846438,0.0383849,0.107214086,0.009658615,0.0011583685,0.000120168734,0.00049957004,0.016816715],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9066754,0.07722038,0.0014316725,0.0051404852,0.0067138304,0.0028181346],"domain_scores_gemma":[0.9130937,0.06544393,0.0039011266,0.008867592,0.003184471,0.0055091646],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.061105557,0.0008580241,0.001566052,0.002551012,0.018979328,0.023433385,0.002591179,0.009248235,0.005885776],"category_scores_gemma":[0.04481144,0.0008050301,0.0014167792,0.0026039444,0.1687846,0.03301247,0.020451806,0.022773933,0.0012530892],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003686662,0.000031118612,0.000335472,0.00019229788,0.000017541119,0.00008736558,0.045846798,0.0001701851,0.00008815036,0.93087333,0.010790623,0.011530311],"study_design_scores_gemma":[0.000030627576,0.00004671449,0.00023123571,0.00056729885,0.000009997241,0.000131076,0.014447356,0.00018075708,0.00011891343,0.77825016,0.20594247,0.00004343999],"about_ca_topic_score_codex":0.0041416627,"about_ca_topic_score_gemma":0.003377622,"teacher_disagreement_score":0.061105557,"about_ca_system_score_codex":0.01232365,"about_ca_system_score_gemma":0.020240933,"threshold_uncertainty_score":0.32316095},"labels":[],"label_agreement":null},{"id":"W3005832605","doi":"10.2196/13763","title":"Crafting Care That Fits: Workload and Capacity Assessments Complementing Decision Aids in Implementing Shared Decision Making","year":2020,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Mental Health and Psychiatry","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Mayo Clinic","keywords":"Workload; Context (archaeology); Health care; Process management; Computer science; Chronic care; Operations management; Psychology; Medicine; Risk analysis (engineering); Medical emergency; Knowledge management; Chronic disease; Business; Intensive care medicine; Engineering","score_opus":0.3076134605570275,"score_gpt":0.4373916588919065,"score_spread":0.12977819833487902,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3005832605","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4504263,0.002862229,0.4061031,0.06692007,0.0010962698,0.0050599044,0.00055850286,0.0014835262,0.06549002],"genre_scores_gemma":[0.68243074,0.00091451994,0.3125811,0.0012984383,0.00015577835,0.0011573489,0.00015074198,0.00008921716,0.0012221792],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.91739947,0.0716447,0.0028580937,0.0015021955,0.0048294887,0.001766086],"domain_scores_gemma":[0.89557153,0.07699716,0.007708448,0.005055213,0.008187732,0.0064799543],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07175032,0.0014865835,0.0010428384,0.0039950227,0.003958685,0.010629685,0.0024927158,0.0018871776,0.0050642127],"category_scores_gemma":[0.13122743,0.0007649062,0.001258239,0.0015473489,0.00516154,0.0116875,0.01125838,0.0036674773,0.0007966715],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009144277,0.0016395897,0.043194786,0.0015695351,0.00031266207,0.00074334437,0.10958271,0.009945467,0.0032434738,0.03519103,0.014758026,0.77890503],"study_design_scores_gemma":[0.0007972225,0.0036449626,0.05124148,0.0079184305,0.00068697816,0.0018475224,0.23858893,0.12586974,0.01354163,0.42293623,0.13131352,0.0016133483],"about_ca_topic_score_codex":0.0023769068,"about_ca_topic_score_gemma":0.0060846326,"teacher_disagreement_score":0.07175032,"about_ca_system_score_codex":0.0038240547,"about_ca_system_score_gemma":0.013015742,"threshold_uncertainty_score":0.37945652},"labels":[],"label_agreement":null},{"id":"W3006706909","doi":"10.2196/14062","title":"Non-Hispanic White Mothers’ Willingness to Share Personal Health Data With Researchers: Survey Results From an Opt-in Panel","year":2020,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; Washington University in St. Louis","keywords":"The Internet; Data sharing; Health Information National Trends Survey; Affect (linguistics); Psychology; Logistic regression; Medicine; Internet privacy; Health care; Health information; Alternative medicine; World Wide Web; Political science; Computer science","score_opus":0.9030359494052584,"score_gpt":0.6395313778556921,"score_spread":0.2635045715495663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3006706909","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9993216,0.00001911406,0.000037192214,0.00003548175,0.0000019077067,0.00001569426,0.000250547,0.0000010552542,0.00031751947],"genre_scores_gemma":[0.9990396,0.00006610613,0.000072067574,0.000081767765,0.0000037818693,0.00006444478,0.00027897596,0.0000014759142,0.00039174597],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994148,0.00022901231,0.000049668626,0.00007865267,0.00012060991,0.00010731186],"domain_scores_gemma":[0.9983241,0.0005097435,0.0005662685,0.000100458616,0.00026779488,0.00023161707],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0016316258,0.0002846821,0.00021607795,0.00072186167,0.00057459145,0.0006387998,0.00028294252,0.0004251403,0.0024954989],"category_scores_gemma":[0.0031351577,0.00031124515,0.0003681705,0.0005852361,0.00023776514,0.0005338905,0.0005616583,0.00044002893,0.0006216718],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000890249,0.00017694452,0.99316746,0.000016478789,0.000027187361,0.00011877636,0.0035020388,0.000013502751,0.00040395805,0.000014425486,0.0003065283,0.0021636765],"study_design_scores_gemma":[0.000008894102,0.00020257504,0.9880784,0.00001552331,0.000019694697,0.00015709613,0.010769028,0.00010782222,0.0001832483,0.000013331412,0.0004381835,0.000006269096],"about_ca_topic_score_codex":0.007965996,"about_ca_topic_score_gemma":0.009993089,"teacher_disagreement_score":0.9983684,"about_ca_system_score_codex":0.00029148397,"about_ca_system_score_gemma":0.00026925007,"threshold_uncertainty_score":0.01583922},"labels":[],"label_agreement":null},{"id":"W3007581054","doi":"10.2196/14973","title":"Methicillin-Resistant Staphylococcus aureus Eradication and Decolonization in Children Study (Part 2): Patient- and Parent-Centered Outcomes of Decolonization","year":2020,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; Agency for Healthcare Research and Quality; Indiana Clinical and Translational Sciences Institute","keywords":"Medicine; Methicillin-resistant Staphylococcus aureus; Mupirocin; Skin infection; Thematic analysis; Infection control; Nose; Pediatrics; Intensive care medicine; Staphylococcus aureus; Qualitative research; Surgery","score_opus":0.06376204306051776,"score_gpt":0.3381316617720558,"score_spread":0.27436961871153803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3007581054","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9976173,0.00019389801,0.00007023927,0.00007615891,0.000010098778,0.0010585571,0.000629363,0.0000033384563,0.0003409495],"genre_scores_gemma":[0.99166954,0.0004430644,0.0015626104,0.00013959369,0.00002012732,0.0045875297,0.0011330232,0.00000528408,0.00043921144],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99829704,0.0010109708,0.00016666287,0.00014182652,0.00020439035,0.00017922638],"domain_scores_gemma":[0.9971131,0.0005821119,0.0012034883,0.0002059517,0.0002971032,0.000598266],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004164593,0.0005554302,0.00093105424,0.000373625,0.0006380651,0.00068756513,0.0005292232,0.0007251176,0.0020730845],"category_scores_gemma":[0.004548177,0.00045664248,0.0016730488,0.0004609507,0.00047355608,0.0006218499,0.0009987582,0.0012278447,0.00022227135],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.03416664,0.042496372,0.84263426,0.0021816366,0.001669154,0.00041497443,0.011283543,0.0007420843,0.0026814954,0.00037053117,0.0027402646,0.05861905],"study_design_scores_gemma":[0.0059010326,0.040532038,0.94718707,0.00016589122,0.00035745333,0.00018573426,0.0029865534,0.00017930585,0.00057850446,0.000049692575,0.0018360225,0.000040682946],"about_ca_topic_score_codex":0.003468315,"about_ca_topic_score_gemma":0.0057122386,"teacher_disagreement_score":0.004164593,"about_ca_system_score_codex":0.0013960527,"about_ca_system_score_gemma":0.0023313176,"threshold_uncertainty_score":0.02202475},"labels":[],"label_agreement":null},{"id":"W3007709554","doi":"10.2196/12566","title":"From Passive Patient to Engaged Partner: My Journey With Parkinson Disease","year":2020,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Wife; Narrative; Citizen journalism; Relevance (law); Psychology; Medicine; Medical education; Psychoanalysis; Nursing; Political science; Art; Law; Literature","score_opus":0.43661402413081024,"score_gpt":0.4707552612539657,"score_spread":0.03414123712315548,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3007709554","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.190267,0.031184034,0.0040304265,0.7151509,0.009279007,0.00020932031,0.00011157087,0.00014739438,0.049620368],"genre_scores_gemma":[0.7717273,0.022836015,0.0039002055,0.17031461,0.002228413,0.00035973405,0.00008576672,0.00015429812,0.02839358],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9906087,0.007011676,0.00018761981,0.00041966452,0.0007063627,0.0010658966],"domain_scores_gemma":[0.9936917,0.0023330585,0.0005267297,0.00016437947,0.0005178896,0.0027661624],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0063219536,0.00078095554,0.001105436,0.00072368,0.020823976,0.009737681,0.002522446,0.009165378,0.0034379356],"category_scores_gemma":[0.015932059,0.0007155201,0.00092908525,0.00084661134,0.013102606,0.010087577,0.010861448,0.023443563,0.0010923102],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059211456,0.00010226618,0.0013446937,0.0002568773,0.000019625239,0.010600218,0.90821356,0.000045295725,0.0002926963,0.013811696,0.054067645,0.0111862],"study_design_scores_gemma":[0.000016746211,0.00014635299,0.00049275666,0.00077125634,0.000017440509,0.016602961,0.7861089,0.00006691856,0.00017982611,0.003573566,0.19196811,0.000055112414],"about_ca_topic_score_codex":0.0076464713,"about_ca_topic_score_gemma":0.017771907,"teacher_disagreement_score":0.020823976,"about_ca_system_score_codex":0.0041632736,"about_ca_system_score_gemma":0.006975138,"threshold_uncertainty_score":0.033434093},"labels":[],"label_agreement":null},{"id":"W3008560128","doi":"10.2196/14974","title":"Methicillin-Resistant Staphylococcus aureus Eradication and Decolonization in Children Study (Part 1): Development of a Decolonization Toolkit With Patient and Parent Advisors","year":2020,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; Agency for Healthcare Research and Quality","keywords":"Hygiene; Methicillin-resistant Staphylococcus aureus; Medicine; Staphylococcus aureus; Infection control; Decolonization; Bacterial colony; Intensive care medicine; Pediatrics; Pathology; Biology","score_opus":0.04800725135154006,"score_gpt":0.31238871596790996,"score_spread":0.2643814646163699,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3008560128","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99358,0.00009533782,0.00027460628,0.00022442528,0.000018489272,0.004601249,0.000334305,0.000019564932,0.0008520909],"genre_scores_gemma":[0.9570413,0.00076004677,0.015743926,0.0006153456,0.000043025633,0.02315841,0.0008662099,0.000028253009,0.0017435432],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99741733,0.0013295781,0.00020441014,0.00023364706,0.000275619,0.0005393992],"domain_scores_gemma":[0.99528056,0.0011373154,0.00075260474,0.00035727132,0.00076453347,0.0017076335],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008106231,0.00065794075,0.0010509338,0.0005978511,0.002450088,0.0013984399,0.0012265665,0.00097178353,0.0030371377],"category_scores_gemma":[0.0065026334,0.0011341253,0.0010606176,0.0005136629,0.00091251894,0.00102637,0.0027581719,0.0020580816,0.0004657584],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0043651173,0.0883289,0.43094784,0.0038090155,0.00034360462,0.0017154264,0.2845094,0.0006180414,0.0069740377,0.0005299386,0.009624644,0.16823411],"study_design_scores_gemma":[0.006028792,0.05984592,0.7381192,0.0008358621,0.0003341477,0.0006390971,0.16569328,0.00044947857,0.002463132,0.00018335662,0.025230182,0.00017759777],"about_ca_topic_score_codex":0.008437944,"about_ca_topic_score_gemma":0.024883416,"teacher_disagreement_score":0.008437944,"about_ca_system_score_codex":0.002716923,"about_ca_system_score_gemma":0.009557856,"threshold_uncertainty_score":0.042870343},"labels":[],"label_agreement":null},{"id":"W3010829368","doi":"10.2196/17163","title":"Relationship Between Health Literacy and Social Support and the Quality of Life in Patients With Cancer: Questionnaire Study","year":2020,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Japan Society for the Promotion of Science","keywords":"Health literacy; Social support; Medicine; Quality of life (healthcare); Literacy; Gerontology; Health care; Family medicine; Psychology; Nursing; Social psychology","score_opus":0.26512704859542424,"score_gpt":0.5512922575354019,"score_spread":0.28616520893997766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3010829368","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9980894,0.00019985413,0.000080183265,0.00016311649,0.00001033922,0.00016856598,0.0007805354,0.000004287493,0.00050380017],"genre_scores_gemma":[0.9980261,0.000170603,0.00023582451,0.00024106537,0.000014859759,0.00029182018,0.0007797007,0.000002089315,0.00023779835],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99902594,0.00028781395,0.0002375431,0.0001020955,0.00016583988,0.0001806957],"domain_scores_gemma":[0.9966462,0.00061603903,0.0013009325,0.00010916419,0.0005308872,0.00079678127],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016862353,0.00028336284,0.00063278695,0.0011725773,0.00054647593,0.00058853277,0.0003777672,0.00056308735,0.0018050426],"category_scores_gemma":[0.0048201145,0.0003107604,0.0009713179,0.001546731,0.00030651648,0.0008246746,0.0008654724,0.00093276444,0.00036321196],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010499467,0.00041859358,0.9957416,0.000070461596,0.00011041621,0.000057803903,0.00045119203,0.000052955347,0.000085286425,0.000013998876,0.00045369315,0.0024390887],"study_design_scores_gemma":[0.0000642832,0.0005428541,0.9972639,0.000019786357,0.000051491195,0.00016553901,0.0008818658,0.00026777544,0.000036396123,0.000016049893,0.00067826116,0.000011764941],"about_ca_topic_score_codex":0.0023869209,"about_ca_topic_score_gemma":0.0032926584,"teacher_disagreement_score":0.0023869209,"about_ca_system_score_codex":0.0006320788,"about_ca_system_score_gemma":0.0006197923,"threshold_uncertainty_score":0.008917749},"labels":[],"label_agreement":null},{"id":"W3014438395","doi":"10.2196/18272","title":"Influence of Community and Culture in the Ethical Allocation of Scarce Medical Resources in a Pandemic Situation: Deliberative Democracy Study","year":2020,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Disaster Response and Management","field":"Health Professions","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Open Philanthropy Project; Texas State University; Johns Hopkins University; U.S. Department of Health and Human Services","keywords":"Scarcity; Democracy; Pandemic; Public health; Deliberative democracy; Political science; Public relations; Public administration; Sociology; Economic growth; Politics; Law; Medicine; Coronavirus disease 2019 (COVID-19); Nursing; Economics","score_opus":0.2396928388027986,"score_gpt":0.5103321602174381,"score_spread":0.27063932141463953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3014438395","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9925519,0.00010044719,0.00063702243,0.0015143312,0.000025635525,0.00008445395,0.000012001856,0.0000023470798,0.0050718156],"genre_scores_gemma":[0.99893945,0.000058315305,0.00023216932,0.00039045486,0.000008229986,0.00006736342,0.0000050522904,0.0000032695937,0.0002957062],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.96823424,0.026644386,0.00046221077,0.0011367305,0.0012531565,0.0022691938],"domain_scores_gemma":[0.9423132,0.040744003,0.00676054,0.0025720606,0.0035261854,0.004083992],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.033357944,0.0003411558,0.00045206843,0.0013142732,0.0096981805,0.007710562,0.0014403804,0.0016077781,0.002832411],"category_scores_gemma":[0.04857426,0.00056327414,0.0004939394,0.0009361463,0.013960948,0.0043659434,0.011739898,0.004422838,0.00021906763],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011968264,0.000708118,0.05183979,0.00009965549,0.000046592137,0.00032479147,0.92987174,0.00009550928,0.00023952912,0.005797612,0.0007233005,0.01013364],"study_design_scores_gemma":[0.00002599208,0.0001738618,0.02064504,0.0001510634,0.000024600806,0.000104331055,0.9710704,0.00028615116,0.00022804302,0.0026467775,0.0046131858,0.000030521074],"about_ca_topic_score_codex":0.007927022,"about_ca_topic_score_gemma":0.015201764,"teacher_disagreement_score":0.033357944,"about_ca_system_score_codex":0.004741828,"about_ca_system_score_gemma":0.010193118,"threshold_uncertainty_score":0.1764158},"labels":[],"label_agreement":null},{"id":"W3021434081","doi":"10.2196/17875","title":"Patient and Family Participation in Clinical Guidelines Development: The Cystic Fibrosis Foundation Experience","year":2020,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Guideline; Foundation (evidence); Medicine; Family medicine; Inclusion (mineral); Cystic fibrosis; Nursing; Psychology; Pathology; Political science; Internal medicine","score_opus":0.23099120300577158,"score_gpt":0.4819982207852176,"score_spread":0.251007017779446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3021434081","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81939644,0.008209591,0.002239714,0.135548,0.0010087993,0.00027289698,0.0002156914,0.000114676026,0.032994166],"genre_scores_gemma":[0.97981125,0.0026673987,0.0015916672,0.011721705,0.0002264515,0.00013906148,0.00013027326,0.00007132418,0.0036408443],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.93292385,0.051667362,0.0022673507,0.0021137882,0.00674308,0.0042846054],"domain_scores_gemma":[0.8652881,0.06950269,0.009897606,0.004086793,0.011540941,0.0396839],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.063000776,0.00034511616,0.00057003286,0.0009955633,0.011074964,0.0055516884,0.0015155532,0.0038205453,0.0056411168],"category_scores_gemma":[0.0949946,0.00071429345,0.000650094,0.0009981256,0.0061310474,0.0066208914,0.010814617,0.00721508,0.00043030662],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031242962,0.0011562251,0.0848954,0.000533613,0.00014871838,0.0034807322,0.6809786,0.0002364185,0.00062384614,0.005147492,0.051227156,0.17125951],"study_design_scores_gemma":[0.0001773299,0.0013772148,0.08916579,0.0032022086,0.00012337064,0.0073059835,0.611552,0.0007916417,0.00075728283,0.0032219484,0.28201112,0.00031416904],"about_ca_topic_score_codex":0.02136832,"about_ca_topic_score_gemma":0.039520185,"teacher_disagreement_score":0.9369992,"about_ca_system_score_codex":0.0065176343,"about_ca_system_score_gemma":0.018698694,"threshold_uncertainty_score":0.33318394},"labels":[],"label_agreement":null},{"id":"W3021878152","doi":"10.2196/17602","title":"Experiencing Positive Health, as a Family, While Living With a Rare Complex Disease: Bringing Participatory Medicine Through Collaborative Decision Making Into the Real World","year":2020,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development","keywords":"Paternalism; Health care; Medicine; Citizen journalism; Disease; Realm; Dominance (genetics); Family medicine; Psychology; Political science","score_opus":0.4038663306871926,"score_gpt":0.5085280679282691,"score_spread":0.10466173724107652,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3021878152","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36047953,0.014364615,0.10956555,0.4290227,0.0026537676,0.0006309301,0.00006166865,0.00026858025,0.082952656],"genre_scores_gemma":[0.9564716,0.004005189,0.0253804,0.010675839,0.00046908733,0.00022795134,0.000018419765,0.00003777566,0.0027136346],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.94115674,0.05311999,0.0006973601,0.0014789536,0.0019387895,0.001608128],"domain_scores_gemma":[0.9664719,0.02499252,0.0028713779,0.0013385138,0.00091999484,0.0034058061],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.033969104,0.0007250603,0.0005995364,0.0012709275,0.014758197,0.010485831,0.0016370814,0.004963331,0.0025911937],"category_scores_gemma":[0.03907189,0.00055632077,0.0007948471,0.0006162423,0.037962478,0.009102495,0.018443374,0.0073486227,0.00043662605],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055461183,0.000235364,0.0070728217,0.00036776433,0.00008887005,0.0067163203,0.84642136,0.00051887496,0.0013458843,0.057983343,0.007797535,0.071396455],"study_design_scores_gemma":[0.00007649892,0.00046519435,0.0026311195,0.001469669,0.00008690382,0.013806142,0.621255,0.001519235,0.0008815437,0.20047796,0.1571394,0.00019136652],"about_ca_topic_score_codex":0.0021994202,"about_ca_topic_score_gemma":0.0033791505,"teacher_disagreement_score":0.033969104,"about_ca_system_score_codex":0.0035380058,"about_ca_system_score_gemma":0.00988182,"threshold_uncertainty_score":0.17964792},"labels":[],"label_agreement":null},{"id":"W3023260998","doi":"10.2196/15447","title":"Perceived Need for Psychosocial Support After Aortic Dissection: Cross-Sectional Survey","year":2020,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Aortic Disease and Treatment Approaches","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Krebsliga Schweiz; National Research Foundation of Korea; National Research Foundation; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Cross-sectional study; Psychosocial; Aortic dissection; Medicine; Psychology; Cardiology; Aorta; Psychiatry; Pathology","score_opus":0.20809990424336894,"score_gpt":0.4226522084130279,"score_spread":0.21455230416965898,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3023260998","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99890196,0.00013222476,0.00006373734,0.0001337789,0.000005382741,0.000038340837,0.0003559176,0.00000205307,0.00036668475],"genre_scores_gemma":[0.9991738,0.000181054,0.00014481599,0.00011988254,0.000008094066,0.00004694878,0.00022024407,0.0000010402978,0.00010413559],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998173,0.00078510196,0.00031143604,0.00016044277,0.00035823137,0.00021171945],"domain_scores_gemma":[0.99504024,0.001504793,0.0019420917,0.00015195196,0.0006222519,0.0007386098],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032374754,0.00019525591,0.0003469639,0.00081511895,0.0005186074,0.0005696337,0.0002703165,0.0007260325,0.001383566],"category_scores_gemma":[0.0060564047,0.00030498148,0.00045926255,0.00079882087,0.0003224067,0.0007955666,0.0008028391,0.00083031284,0.00029609597],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027975939,0.00011953549,0.9966786,0.000049540013,0.000034489414,0.000060524806,0.0011010682,0.000031600077,0.00010957839,0.000009373661,0.00015530993,0.001622489],"study_design_scores_gemma":[0.000005300036,0.00023924428,0.99601185,0.00002309364,0.00001318406,0.00020531303,0.0030543513,0.0001058382,0.00003452954,0.0000084483145,0.0002930997,0.0000058226274],"about_ca_topic_score_codex":0.0020419892,"about_ca_topic_score_gemma":0.002562868,"teacher_disagreement_score":0.0032374754,"about_ca_system_score_codex":0.00034478534,"about_ca_system_score_gemma":0.0004085368,"threshold_uncertainty_score":0.017121613},"labels":[],"label_agreement":null},{"id":"W3045952259","doi":"10.2196/19586","title":"Guiding Pay-As-You-Live Health Insurance Models Toward Responsible Innovation in Health","year":2020,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université Laval; Université de Sherbrooke; Université de Montréal","funders":"Institute of Health Services and Policy Research; Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research","keywords":"Business; Directive; Internet privacy; Digital health; Public relations; Health care; Health policy; Actuarial science; Public economics; Computer science; Economics; Political science; Economic growth","score_opus":0.4344984101083247,"score_gpt":0.5303875152895637,"score_spread":0.09588910518123905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3045952259","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09284119,0.0012430153,0.5015299,0.21149912,0.0004120036,0.0009661622,0.00012766648,0.00028155412,0.19109945],"genre_scores_gemma":[0.93330866,0.00038931417,0.057445746,0.0035689229,0.00016290403,0.000545178,0.000026579486,0.000048059926,0.0045047053],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9588666,0.030663075,0.00079985935,0.0025896763,0.0046778056,0.002402865],"domain_scores_gemma":[0.9459278,0.035543535,0.004384334,0.0066772257,0.002933995,0.0045331297],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.050226666,0.0006191611,0.00052919216,0.0016061187,0.004248188,0.012828765,0.0030574417,0.00733741,0.005244854],"category_scores_gemma":[0.054257434,0.0005776368,0.0011143904,0.00086375227,0.033294115,0.012178847,0.015573066,0.006207263,0.0007592765],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018992689,0.00009988644,0.0012439992,0.000040668598,0.000013091096,0.00006388758,0.0030128479,0.0020500654,0.000124108,0.9856123,0.0009888165,0.0067312755],"study_design_scores_gemma":[0.000037150014,0.000060259037,0.00030402304,0.000089026325,0.000008413997,0.000057484438,0.0015596063,0.008530129,0.000215212,0.97456634,0.014553019,0.000019326475],"about_ca_topic_score_codex":0.003017413,"about_ca_topic_score_gemma":0.0028040546,"teacher_disagreement_score":0.050226666,"about_ca_system_score_codex":0.008721598,"about_ca_system_score_gemma":0.016585717,"threshold_uncertainty_score":0.2656272},"labels":[],"label_agreement":null},{"id":"W3047302115","doi":"10.2196/19475","title":"Engaging Youth in the Bipolar Youth Action Project: Community-Based Participatory Research","year":2020,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Western University; University of British Columbia","funders":"Institute of Musculoskeletal Health and Arthritis; Vancouver Foundation","keywords":"Participatory action research; General partnership; Bipolar disorder; Action research; Positive Youth Development; Psychology; Community-based participatory research; Medical education; Political science; Sociology; Medicine; Psychiatry; Pedagogy; Developmental psychology; Cognition","score_opus":0.9365731874612025,"score_gpt":0.6200484256346454,"score_spread":0.3165247618265572,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3047302115","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7071208,0.008077443,0.11704673,0.026139662,0.00089424744,0.060935486,0.0012427516,0.0003963876,0.07814641],"genre_scores_gemma":[0.88757247,0.0031026106,0.07694936,0.0027714374,0.00010361819,0.023368716,0.00027569447,0.000081093,0.005775034],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9438779,0.045220815,0.0011336242,0.001814746,0.0033883585,0.004564588],"domain_scores_gemma":[0.9839954,0.0071772807,0.0010943952,0.0008166368,0.0021583145,0.004757868],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05710371,0.0005809562,0.00064671313,0.0022071744,0.014015667,0.0065705804,0.0022928666,0.0017305318,0.0025251736],"category_scores_gemma":[0.020040188,0.0006152335,0.000550715,0.0026346694,0.010065601,0.0021336968,0.009290379,0.0021959979,0.00032643016],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003184493,0.000835152,0.016647467,0.0013407965,0.000030268897,0.0011677116,0.8524398,0.0005563298,0.0027506792,0.018344704,0.0057792873,0.0997894],"study_design_scores_gemma":[0.0003828495,0.0007839557,0.012345052,0.0021582325,0.0000663484,0.00048970676,0.79903346,0.00077563187,0.0014746023,0.008739497,0.17365861,0.00009202713],"about_ca_topic_score_codex":0.16282874,"about_ca_topic_score_gemma":0.31639466,"teacher_disagreement_score":0.16282874,"about_ca_system_score_codex":0.014805286,"about_ca_system_score_gemma":0.08075855,"threshold_uncertainty_score":0.32376194},"labels":[],"label_agreement":null},{"id":"W3064511015","doi":"10.2196/17053","title":"Actionable Items to Address Challenges Incorporating Peer Support Specialists Within an Integrated Mental Health and Substance Use Disorder System: Co-Designed Qualitative Study","year":2020,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Mental Health","keywords":"Thematic analysis; Peer support; Mental health; Workforce; Psychology; Focus group; Medical education; Mental illness; Nursing; Qualitative research; Medicine; Psychiatry; Business; Political science","score_opus":0.5987915938326664,"score_gpt":0.5394266204689991,"score_spread":0.059364973363667306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3064511015","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96217114,0.0009659005,0.020077873,0.0041483273,0.00024076892,0.004522473,0.0008763762,0.00008905724,0.006908129],"genre_scores_gemma":[0.95576763,0.0011471037,0.02350355,0.002861754,0.000067667104,0.0106750345,0.00034721883,0.0000939128,0.0055362075],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9770091,0.018199576,0.00074988895,0.0011002058,0.0011150734,0.0018260513],"domain_scores_gemma":[0.960074,0.030246848,0.0020739543,0.0013685324,0.0038559083,0.00238073],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.026816716,0.00087428733,0.0008746248,0.00183499,0.008069385,0.0030197734,0.0026156874,0.0022012345,0.004108862],"category_scores_gemma":[0.034342278,0.00071142224,0.0007496411,0.001482395,0.0065835505,0.0033237895,0.00601319,0.002951169,0.0005398556],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005209581,0.00017202598,0.0024937096,0.00075370463,0.000008197224,0.00082037976,0.98028874,0.00006672452,0.0017027203,0.001027361,0.0012784416,0.011335864],"study_design_scores_gemma":[0.000015710611,0.00013032786,0.0014721749,0.0004281555,0.000008538518,0.00022761339,0.98558456,0.000144436,0.00083122327,0.000536455,0.01060207,0.000018633873],"about_ca_topic_score_codex":0.0035833435,"about_ca_topic_score_gemma":0.00911766,"teacher_disagreement_score":0.026816716,"about_ca_system_score_codex":0.006084978,"about_ca_system_score_gemma":0.0086492505,"threshold_uncertainty_score":0.14182204},"labels":[],"label_agreement":null},{"id":"W3089532202","doi":"10.2196/21214","title":"Supporting the Implementation of Connected Care Technologies in the Veterans Health Administration: Cross-Sectional Survey Findings from the Veterans Engagement with Technology Collaborative (VET-C) Cohort","year":2020,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; Quality Enhancement Research Initiative; Office of Research and Development; Health Services Research and Development; U.S. Department of Veterans Affairs","keywords":"Cohort; Medicine; Health information technology; Health care; Patient portal; Workflow; Family medicine; Computer science; Political science","score_opus":0.19957157754377436,"score_gpt":0.5434430187905828,"score_spread":0.3438714412468084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3089532202","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9981457,0.000066857014,0.00010494108,0.00028441084,0.000011238425,0.00007045021,0.0007917468,0.0000040440045,0.0005206407],"genre_scores_gemma":[0.9976673,0.0001651105,0.00025370973,0.00033925404,0.000015029804,0.00016161721,0.000944811,0.000007978272,0.0004453252],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99825376,0.00055167114,0.0001566333,0.00022649739,0.00039279507,0.0004186667],"domain_scores_gemma":[0.99407405,0.00096076936,0.0015091264,0.0005652743,0.0013896514,0.0015010891],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0039673187,0.00024572862,0.00024698477,0.0011445987,0.0018826724,0.0023279495,0.00078055117,0.0006967902,0.0016113864],"category_scores_gemma":[0.011067024,0.00044808915,0.0004982684,0.0014320211,0.00059841434,0.0015960785,0.0021523456,0.0017269456,0.00045490442],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003952966,0.0002654563,0.98909456,0.0000135828805,0.00002737479,0.000058514503,0.005478186,0.000032405016,0.00011469538,0.00009494844,0.0011761283,0.003604627],"study_design_scores_gemma":[0.000011504524,0.00028872944,0.9736525,0.00004789859,0.000026484879,0.0001992975,0.022538388,0.00027626555,0.00012090172,0.00007278284,0.002748908,0.000016302893],"about_ca_topic_score_codex":0.08178913,"about_ca_topic_score_gemma":0.10087209,"teacher_disagreement_score":0.08178913,"about_ca_system_score_codex":0.0015750696,"about_ca_system_score_gemma":0.0036426398,"threshold_uncertainty_score":0.16262615},"labels":[],"label_agreement":null},{"id":"W3095540521","doi":"10.2196/19093","title":"Beyond Known Barriers—Assessing Physician Perspectives and Attitudes Toward Introducing Open Health Records in Germany: Qualitative Study","year":2020,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Thematic analysis; Medical record; Workload; German; Qualitative research; Health care; Health literacy; Medical education; Nursing; Psychology; Medicine; Family medicine; Political science; Sociology","score_opus":0.28625094607118623,"score_gpt":0.5841871973213095,"score_spread":0.2979362512501233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3095540521","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99796,0.00032178272,0.00040288316,0.0006150997,0.000011778823,0.000049292936,0.000051066163,0.000003593808,0.000584443],"genre_scores_gemma":[0.9983632,0.00034350704,0.00032080515,0.00039037215,0.000005790524,0.00007002957,0.00003285953,0.0000043503896,0.00046907694],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9907515,0.0060152626,0.00036056346,0.000632516,0.0007564167,0.0014836708],"domain_scores_gemma":[0.9836536,0.011582734,0.0022008284,0.00035648217,0.0008910325,0.0013151802],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011346405,0.00045320447,0.0005217382,0.0015176444,0.004833358,0.0026907888,0.00097291457,0.001356582,0.0015447151],"category_scores_gemma":[0.01295219,0.00060883356,0.00030072674,0.0018110607,0.005563732,0.0024025582,0.00315795,0.0014486953,0.0001785886],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037988306,0.00006504852,0.010744007,0.00018876091,0.000009401007,0.0007343974,0.9823001,0.0000447855,0.0012441141,0.0006599414,0.00028241784,0.003689109],"study_design_scores_gemma":[0.0000053209446,0.000060915783,0.010865789,0.00017803992,0.000008946712,0.00024711632,0.98400486,0.00010890121,0.00055252906,0.00011122875,0.0038398355,0.000016538243],"about_ca_topic_score_codex":0.015455164,"about_ca_topic_score_gemma":0.016574716,"teacher_disagreement_score":0.015455164,"about_ca_system_score_codex":0.0068101855,"about_ca_system_score_gemma":0.0051746685,"threshold_uncertainty_score":0.0600062},"labels":[],"label_agreement":null},{"id":"W3095820554","doi":"10.2196/23860","title":"Does a Pandemic Preempt Participatory Medicine?","year":2020,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Ethics in medical practice","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Toll; Pandemic; Citizen journalism; Control (management); Health care; Public relations; Coronavirus disease 2019 (COVID-19); Sociology; Medicine; Political science; Law; Management; Economics","score_opus":0.5007298043496303,"score_gpt":0.5843926373292169,"score_spread":0.08366283297958654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3095820554","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003099173,0.0052710916,0.0068393922,0.949084,0.003907915,0.00005614219,0.000013694485,0.000041485855,0.031687155],"genre_scores_gemma":[0.39287144,0.0061910893,0.014943916,0.562435,0.0065485016,0.00050772686,0.000034989047,0.00016331309,0.016304009],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9052463,0.07505622,0.0015123602,0.0050562904,0.0066465423,0.0064822594],"domain_scores_gemma":[0.9093605,0.068177596,0.0037215196,0.0072942036,0.0043134782,0.0071326843],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.10946027,0.0007331287,0.0010612543,0.0010879956,0.014687492,0.015880207,0.0032261515,0.023644803,0.007860715],"category_scores_gemma":[0.08047271,0.0007598556,0.0013609981,0.0009643634,0.092344485,0.031933527,0.02124144,0.033535942,0.0020274827],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041272666,0.00005338406,0.00045880256,0.00016660332,0.000013904765,0.00021033456,0.020827375,0.00013139776,0.00018599578,0.9335999,0.02874687,0.015564188],"study_design_scores_gemma":[0.00007902662,0.0000707082,0.00032853044,0.00068674644,0.000008023318,0.00027361352,0.013680776,0.00033407978,0.0002548384,0.7289626,0.2552797,0.000041254818],"about_ca_topic_score_codex":0.0067341016,"about_ca_topic_score_gemma":0.008958964,"teacher_disagreement_score":0.10946027,"about_ca_system_score_codex":0.0108758835,"about_ca_system_score_gemma":0.032907903,"threshold_uncertainty_score":0.5788882},"labels":[],"label_agreement":null},{"id":"W3107097948","doi":"10.2196/22297","title":"Persons Living With Primary Immunodeficiency Act as Citizen Scientists and Launch Prospective Cohort Body Temperature Study","year":2020,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Immunodeficiency and Autoimmune Disorders","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Population; Cohort; Prospective cohort study; Medicine; Demography; Bonferroni correction; Primary immunodeficiency; Internal medicine; Disease","score_opus":0.01643923734734026,"score_gpt":0.2718117430317408,"score_spread":0.25537250568440056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3107097948","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9953825,0.0002109583,0.00025986522,0.00053567317,0.000034614448,0.00018376837,0.0011652596,0.000008035932,0.0022192597],"genre_scores_gemma":[0.9978909,0.00011969733,0.00032342388,0.00031645226,0.000035469187,0.00023240452,0.00055140775,0.0000024978942,0.00052776554],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99873656,0.0005394681,0.0001037775,0.00021414482,0.00020650668,0.00019962319],"domain_scores_gemma":[0.9971884,0.0005606988,0.0010527562,0.00032172474,0.00034338632,0.0005329771],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019807732,0.00014713699,0.00018467288,0.0004192021,0.0009222531,0.0008473481,0.00034998334,0.00044957592,0.002757907],"category_scores_gemma":[0.0053723617,0.00022368984,0.00032709245,0.000593988,0.00027391745,0.000634809,0.0007973003,0.00078945095,0.0007005589],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011464269,0.000111195535,0.99505615,0.000024969904,0.000017851671,0.000072837625,0.00065731374,0.000011441926,0.0001243745,0.000071698596,0.00096069096,0.0027768968],"study_design_scores_gemma":[0.000029276764,0.0004158915,0.9937621,0.000060540973,0.000036793568,0.0004073895,0.0022221785,0.00010249162,0.00011678641,0.00011936975,0.0027204615,0.0000066733382],"about_ca_topic_score_codex":0.0021694563,"about_ca_topic_score_gemma":0.0032373508,"teacher_disagreement_score":0.002757907,"about_ca_system_score_codex":0.0002977895,"about_ca_system_score_gemma":0.0006888847,"threshold_uncertainty_score":0.010475397},"labels":[],"label_agreement":null},{"id":"W3113344425","doi":"10.2196/24966","title":"Best Practices for Virtual Engagement of Patient-Centered Outcomes Research Teams During and After the COVID-19 Pandemic: Qualitative Study","year":2020,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Patient-Centered Outcomes Research Institute; Cystic Fibrosis Foundation","keywords":"Best practice; Web application; World Wide Web; Computer science; Psychology; Medical education; Knowledge management; Internet privacy; Medicine; Political science","score_opus":0.8473402590400106,"score_gpt":0.6740665997639962,"score_spread":0.17327365927601446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3113344425","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9588133,0.0015555084,0.017495947,0.008475804,0.00028593713,0.0024433336,0.0005278317,0.00008992401,0.010312303],"genre_scores_gemma":[0.98231375,0.00094698777,0.008642645,0.0022175096,0.00005272764,0.002957799,0.0001688474,0.00007023546,0.0026294906],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9410825,0.050863005,0.0012228729,0.0017311655,0.0019224194,0.0031781362],"domain_scores_gemma":[0.9126249,0.06987239,0.0046359,0.0022051667,0.0044034515,0.0062582707],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.04654086,0.0005753444,0.0008257244,0.0024222005,0.013390267,0.005132102,0.0028898285,0.0024618756,0.0039665103],"category_scores_gemma":[0.061982833,0.00082493795,0.0007963997,0.0020226182,0.0107911825,0.006122668,0.009931448,0.0037325623,0.0005113227],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004424868,0.000089471876,0.0018826948,0.00030495942,0.0000064540704,0.0007264449,0.9877725,0.000053934036,0.00045447578,0.0018472119,0.0007866279,0.0060309204],"study_design_scores_gemma":[0.000010934231,0.000075570766,0.00087899074,0.000416432,0.0000045191837,0.0002239011,0.98835003,0.00012500622,0.00024396613,0.0005798051,0.009074817,0.000015995349],"about_ca_topic_score_codex":0.0031923328,"about_ca_topic_score_gemma":0.004879095,"teacher_disagreement_score":0.95345914,"about_ca_system_score_codex":0.0069995946,"about_ca_system_score_gemma":0.011476352,"threshold_uncertainty_score":0.24613452},"labels":[],"label_agreement":null},{"id":"W3115884499","doi":"10.2196/21934","title":"Patient Experience and Predictors of Improvement in a Group Behavioral and Educational Intervention for Individuals With Diabetes and Serious Mental Illness: Mixed Methods Case Study","year":2020,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Diabetes Management and Education","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Drug Abuse; Massachusetts General Hospital","keywords":"Attendance; Glycemic; Intervention (counseling); Medicine; Clinical psychology; Qualitative research; Diabetes mellitus; Psychology; Psychiatry","score_opus":0.057492860717748194,"score_gpt":0.40601920436625216,"score_spread":0.348526343648504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3115884499","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9983656,0.0001967465,0.00035100125,0.0003019798,0.000004691226,0.00015689022,0.000044372722,0.0000042048787,0.00057457027],"genre_scores_gemma":[0.997783,0.0003612467,0.0011607059,0.00014727161,0.000011640307,0.00021939847,0.00004998694,0.0000040123077,0.00026262214],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.989351,0.008129455,0.00051276915,0.00037320104,0.0007796142,0.000854012],"domain_scores_gemma":[0.9875672,0.007905854,0.0021525216,0.00042654938,0.000815654,0.001132317],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009042603,0.00033269436,0.0004943801,0.001579867,0.0031525719,0.0018317212,0.0010821924,0.0012690218,0.001690919],"category_scores_gemma":[0.024087517,0.00047074025,0.0007412593,0.001376347,0.0010492437,0.0013540412,0.0020043917,0.0011168481,0.00016077163],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00076277304,0.0050231186,0.65996814,0.00044609042,0.00017144831,0.009337865,0.27104235,0.00035019813,0.00079628866,0.0009917384,0.0011488613,0.0499611],"study_design_scores_gemma":[0.00017513403,0.0072115865,0.39947295,0.0007770744,0.00027114392,0.01578697,0.5624709,0.0046544587,0.0017625238,0.00081598986,0.00637822,0.00022302527],"about_ca_topic_score_codex":0.0065887477,"about_ca_topic_score_gemma":0.011528786,"teacher_disagreement_score":0.009042603,"about_ca_system_score_codex":0.0033691656,"about_ca_system_score_gemma":0.0026540223,"threshold_uncertainty_score":0.047822416},"labels":[],"label_agreement":null},{"id":"W3120018340","doi":"","title":"Exploring everyday health routines of a low socioeconomic population through multimedia elicitations","year":2011,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Socioeconomic status; Population; Multimedia; Everyday life; Computer science; Internet privacy; Sociology; Political science; Demography","score_opus":0.9182013813073173,"score_gpt":0.6552027054505833,"score_spread":0.262998675856734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3120018340","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9959357,0.000046191573,0.0017527404,0.00023462086,0.000006980571,0.000061190214,0.00012893623,0.000013546626,0.0018200387],"genre_scores_gemma":[0.9961565,0.00008777485,0.0027197103,0.00009491657,0.000012559032,0.0001445724,0.000072388815,0.00000576157,0.00070580223],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9992054,0.00055078906,0.000026209404,0.00007862488,0.000061653955,0.000077235425],"domain_scores_gemma":[0.99732566,0.0021122615,0.0001888176,0.000114569215,0.00014316989,0.0001155966],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011946367,0.0003428913,0.00026803042,0.00074085785,0.0014089724,0.0013202928,0.00046786916,0.0007189774,0.0029110308],"category_scores_gemma":[0.0046705655,0.000162281,0.00016344694,0.00053559954,0.00069406134,0.00073847146,0.0016350874,0.00049556454,0.00025988795],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011947715,0.0012346683,0.11046552,0.0007298726,0.00007912102,0.0019081418,0.7586389,0.0005798901,0.02854904,0.0013208813,0.0020866706,0.09321251],"study_design_scores_gemma":[0.0001408281,0.0020444505,0.1948653,0.00029513598,0.00016812036,0.0012192427,0.7719379,0.0032470408,0.007432462,0.0041126143,0.01439036,0.00014651137],"about_ca_topic_score_codex":0.0023431412,"about_ca_topic_score_gemma":0.0054768687,"teacher_disagreement_score":0.0029110308,"about_ca_system_score_codex":0.00032721818,"about_ca_system_score_gemma":0.00040570466,"threshold_uncertainty_score":0.009738386},"labels":[],"label_agreement":null},{"id":"W3122153512","doi":"10.2196/18245","title":"Diabetes Prevention in Adolescents: Co-design Study Using Human-Centered Design Methodologies","year":2021,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Diabetes Management and Research","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Medicine; Type 2 diabetes; Intervention (counseling); Diabetes mellitus; Public health; Stakeholder; Gerontology; Life expectancy; Facilitation; Psychology; Nursing; Environmental health; Public relations","score_opus":0.6181750078233328,"score_gpt":0.5353168905640424,"score_spread":0.08285811725929038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122153512","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83778715,0.0008723283,0.08556783,0.00055813993,0.00024809196,0.071760565,0.00030473043,0.00010646884,0.0027947586],"genre_scores_gemma":[0.6477681,0.0005437113,0.18282126,0.00077826844,0.00010865818,0.16608611,0.00016058165,0.00003706938,0.0016962993],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9400747,0.051455874,0.0019698907,0.0024542706,0.0024353932,0.0016098401],"domain_scores_gemma":[0.9588838,0.02662413,0.0032605976,0.0033818902,0.0058166278,0.0020328849],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.054304887,0.0010837095,0.0012947978,0.0015535887,0.0026371013,0.0016935446,0.0013044726,0.00146345,0.0033024505],"category_scores_gemma":[0.033867735,0.00076175435,0.0018108746,0.0007964422,0.0017742444,0.0010272303,0.0022101935,0.0017179562,0.0004523827],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.018390497,0.17438987,0.11898988,0.010780362,0.0016541734,0.0013454903,0.20230696,0.0063926666,0.013656742,0.007513407,0.0039231787,0.44065678],"study_design_scores_gemma":[0.048217934,0.47695443,0.14090031,0.0061383834,0.0033599464,0.0012073413,0.17767513,0.019317657,0.026529647,0.013548822,0.08563385,0.000516561],"about_ca_topic_score_codex":0.0011887827,"about_ca_topic_score_gemma":0.0025668982,"teacher_disagreement_score":0.054304887,"about_ca_system_score_codex":0.0017749851,"about_ca_system_score_gemma":0.0078093945,"threshold_uncertainty_score":0.2871951},"labels":[],"label_agreement":null},{"id":"W3124759026","doi":"10.2196/29743","title":"A Norm-Creative Method for Co-constructing Personas With Children With Disabilities: Multiphase Design Study","year":2021,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Persona Design and Applications","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Persona; Participatory design; Thematic analysis; Citizen journalism; Psychology; Computer science; Applied psychology; Sociology; Qualitative research; Human–computer interaction; Engineering; World Wide Web","score_opus":0.14331064760678242,"score_gpt":0.41070542430374063,"score_spread":0.2673947766969582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124759026","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.56096375,0.00055106427,0.34842622,0.0012157557,0.0002132234,0.06763721,0.000409991,0.00027661107,0.020306021],"genre_scores_gemma":[0.52415556,0.00040259553,0.40165713,0.000326198,0.00003510359,0.07036403,0.00021522921,0.000108746724,0.0027354402],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.8628609,0.12149925,0.0041065426,0.0044487766,0.00520164,0.0018828206],"domain_scores_gemma":[0.87724674,0.09630207,0.0038909765,0.008508841,0.011867171,0.0021842194],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.117648035,0.0012948266,0.0010265089,0.003756734,0.0055311085,0.0045355717,0.0031796242,0.0020753152,0.003737806],"category_scores_gemma":[0.09339591,0.0012761732,0.0013757291,0.002263061,0.0066160476,0.0045940033,0.007013522,0.0022804954,0.00071143714],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013436882,0.0057327356,0.010307629,0.0031719694,0.00013877971,0.0006991468,0.748652,0.0027254303,0.004709009,0.036340218,0.002584411,0.18359505],"study_design_scores_gemma":[0.0032273666,0.012549138,0.014560905,0.0042983256,0.00041379646,0.0015618243,0.71770036,0.015598867,0.023529394,0.052340355,0.15372106,0.00049868994],"about_ca_topic_score_codex":0.0011657209,"about_ca_topic_score_gemma":0.0019587183,"teacher_disagreement_score":0.117648035,"about_ca_system_score_codex":0.005309785,"about_ca_system_score_gemma":0.008634878,"threshold_uncertainty_score":0.62218976},"labels":[],"label_agreement":null},{"id":"W3135044290","doi":"10.2196/27125","title":"Improving Health for People Living With Heart Failure: Focus Group Study of Preconditions for Co-Production of Health and Care","year":2021,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Focus group; Health care; Nursing; Medicine; Test (biology); Psychology; Family medicine; Business; Political science; Marketing","score_opus":0.06825356116976386,"score_gpt":0.3729982365649255,"score_spread":0.3047446753951616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3135044290","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99819726,0.0001608214,0.0002481584,0.0003590387,0.000020122132,0.00037925335,0.000048980255,0.000003990858,0.00058248284],"genre_scores_gemma":[0.9956885,0.0003634166,0.0009057614,0.000697677,0.000026449849,0.0015957463,0.00007265309,0.0000042995293,0.000645422],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99591404,0.0025765018,0.000173487,0.00028186024,0.0001999529,0.0008542351],"domain_scores_gemma":[0.9920488,0.0055012857,0.0006167432,0.00022212582,0.0006574451,0.00095366855],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0099965865,0.0007508608,0.0007870717,0.0014982839,0.0070744823,0.0013850386,0.0009832277,0.0018154772,0.0025734445],"category_scores_gemma":[0.011252919,0.00075386564,0.0006949003,0.00074855133,0.002622178,0.002166739,0.0038432667,0.0021678363,0.00027979026],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013138329,0.0010368718,0.020339696,0.00026598867,0.000018416775,0.0003541054,0.96843475,0.00002372219,0.0009751866,0.00017220882,0.00046547584,0.0077821393],"study_design_scores_gemma":[0.000095807445,0.001227009,0.03321776,0.00016343435,0.00003339666,0.00016134475,0.96198773,0.00008941433,0.00038161885,0.00016997108,0.0024455632,0.000027000264],"about_ca_topic_score_codex":0.011791626,"about_ca_topic_score_gemma":0.016731314,"teacher_disagreement_score":0.9929255,"about_ca_system_score_codex":0.0026929998,"about_ca_system_score_gemma":0.0038765124,"threshold_uncertainty_score":0.05286765},"labels":[],"label_agreement":null},{"id":"W3135114146","doi":"10.2196/25867","title":"Feasibility and Preliminary Effectiveness of a Peer-Developed and Virtually Delivered Community Mental Health Training Program (Emotional CPR): Pre-Post Study","year":2021,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mental health; Loneliness; UCLA Loneliness Scale; Psychology; Scale (ratio); Peer support; Feeling; Clinical psychology; Medicine; Psychiatry; Social psychology","score_opus":0.2995942617291178,"score_gpt":0.5187457626696835,"score_spread":0.21915150094056574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3135114146","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99633634,0.000013107918,0.00021916626,0.000038219794,0.000016534601,0.002519423,0.00008212976,0.000015510423,0.0007594979],"genre_scores_gemma":[0.99384695,0.000040453884,0.00153745,0.00008224104,0.000028575874,0.0034740556,0.00020101755,0.00000721283,0.00078202446],"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","domain_scores_codex":[0.9941796,0.002909272,0.0004755905,0.0005390066,0.0008890871,0.0010074321],"domain_scores_gemma":[0.9906758,0.003172226,0.00092290546,0.00095639983,0.0017838123,0.002488781],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008383157,0.00064222934,0.00053401926,0.0008401689,0.0014580993,0.00085197063,0.0011268884,0.0009665185,0.0036120452],"category_scores_gemma":[0.01812786,0.00052689575,0.00076564535,0.00032545012,0.001011522,0.0010785727,0.0014872744,0.0013516871,0.00062266475],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.02934749,0.38474256,0.268741,0.00077522884,0.00029402302,0.0010129536,0.018419039,0.0011167756,0.014366145,0.00021699446,0.0013013567,0.27966648],"study_design_scores_gemma":[0.0044750697,0.41372102,0.5638961,0.000075267315,0.0001972231,0.00025056058,0.0075847986,0.0011904805,0.006474932,0.0000780741,0.0019943472,0.00006205779],"about_ca_topic_score_codex":0.004248519,"about_ca_topic_score_gemma":0.0055409633,"teacher_disagreement_score":0.008383157,"about_ca_system_score_codex":0.00129008,"about_ca_system_score_gemma":0.0024877328,"threshold_uncertainty_score":0.04433489},"labels":[],"label_agreement":null},{"id":"W3149249614","doi":"10.2196/23011","title":"Data Sharing Goals for Nonprofit Funders of Clinical Trials","year":2020,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Research Data Management Practices","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"CHDI Foundation","keywords":"Public relations; CLARITY; Data sharing; Merge (version control); Grant funding; Promotion (chess); Set (abstract data type); Nonprofit organization; Business; Political science; Medicine; Alternative medicine; Computer science; Public administration","score_opus":0.9505355208081493,"score_gpt":0.6755066553599746,"score_spread":0.27502886544817473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3149249614","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"reproducibility","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":"reproducibility","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011628551,0.0029560616,0.34538317,0.48433965,0.0047535407,0.010630054,0.0015459008,0.000965036,0.13779795],"genre_scores_gemma":[0.29313305,0.0025042582,0.572371,0.06525359,0.002705306,0.030847922,0.0020211588,0.0007791222,0.030384524],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.4848818,0.38764104,0.04335202,0.016563222,0.050835293,0.016726632],"domain_scores_gemma":[0.3519704,0.26845777,0.057688363,0.12852858,0.12903629,0.06431858],"candidate_categories":["metaresearch","open_science"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.5586519,0.0012987006,0.0018758872,0.0035375317,0.014390056,0.038243342,0.008863543,0.013978794,0.007870159],"category_scores_gemma":[0.59412426,0.0018318266,0.0021129327,0.006056299,0.013668068,0.031283524,0.044627614,0.016476952,0.0048635504],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031721115,0.00019809206,0.006136823,0.00075409777,0.00013833896,0.00022786282,0.013898211,0.0016540632,0.0005149665,0.82993937,0.06491328,0.08130772],"study_design_scores_gemma":[0.00024799796,0.0001573262,0.0016539773,0.0011529373,0.0000625875,0.00027034694,0.0066348934,0.0031144945,0.0009239527,0.5319398,0.45371634,0.00012529569],"about_ca_topic_score_codex":0.0055643627,"about_ca_topic_score_gemma":0.0034339093,"teacher_disagreement_score":0.99113643,"about_ca_system_score_codex":0.017778141,"about_ca_system_score_gemma":0.1685521,"threshold_uncertainty_score":0.5442608},"labels":[],"label_agreement":null},{"id":"W3166907847","doi":"10.2196/24319","title":"Evaluating the Acceptability, Feasibility, and Outcomes of Two Methods Involving Patients With Disability in Developing Clinical Guidelines: Crossover Pilot Study","year":2021,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université Laval; Ministère de l’Emploi et de la Solidarité Sociale (Québec); Centre for Interdisciplinary Research in Rehabilitation","funders":"","keywords":"Guideline; CLARITY; Focus group; Psychological intervention; Medicine; Preference; Qualitative research; Checklist; Psychology; Clinical Practice; Clinical psychology; Physical therapy; Nursing","score_opus":0.8670266484051616,"score_gpt":0.713264888186303,"score_spread":0.15376176021885868,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3166907847","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96268016,0.00017679464,0.003008147,0.00012605744,0.00014327237,0.03286659,0.00026226093,0.000043145617,0.0006935812],"genre_scores_gemma":[0.86169505,0.00040892465,0.027987054,0.00045305982,0.00030040444,0.10785496,0.0003108245,0.00003396552,0.0009557821],"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","domain_scores_codex":[0.9488984,0.038613636,0.0040523363,0.0028352393,0.0035853127,0.0020151983],"domain_scores_gemma":[0.88179284,0.083104186,0.011634547,0.009330772,0.009929401,0.004208284],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.059199654,0.0025277103,0.0028027082,0.0014182675,0.001835175,0.0021181924,0.0015311168,0.0032266236,0.007288311],"category_scores_gemma":[0.09993114,0.0017956097,0.0028247088,0.0010851754,0.00259586,0.0034196835,0.002157815,0.0031289659,0.0010044432],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.2870422,0.5187332,0.02446671,0.0068920264,0.001792516,0.00066818984,0.032083105,0.0016282517,0.009115444,0.00075194275,0.0020642597,0.11476211],"study_design_scores_gemma":[0.0850937,0.8888246,0.01542809,0.00032471315,0.000646595,0.000105299456,0.0033148627,0.0010764186,0.0027803048,0.0003679247,0.00189267,0.00014487488],"about_ca_topic_score_codex":0.0010133205,"about_ca_topic_score_gemma":0.0013203418,"teacher_disagreement_score":0.94080037,"about_ca_system_score_codex":0.0017732608,"about_ca_system_score_gemma":0.0040880213,"threshold_uncertainty_score":0.31308138},"labels":[],"label_agreement":null},{"id":"W3168983564","doi":"10.2196/27141","title":"Identification and Reporting of Patient and Public Partner Authorship on Knowledge Syntheses: Rapid Review","year":2021,"lang":"en","type":"review","venue":"Journal of Participatory Medicine","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"CINAHL; PsycINFO; MEDLINE; Systematic review; Publication; Medicine; Family medicine; Public health; Political science; Nursing","score_opus":0.7890603455624721,"score_gpt":0.6002781076680515,"score_spread":0.1887822378944206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3168983564","genre_codex":"protocol","genre_gemma":"review","domain_codex":"methods","domain_gemma":"reporting","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":"reporting","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01201044,0.19360313,0.19251229,0.030892737,0.015606853,0.47280136,0.054004285,0.0040746257,0.024494398],"genre_scores_gemma":[0.029285403,0.06947427,0.30571663,0.0045489646,0.0019998776,0.5771319,0.007275401,0.0010263247,0.0035411224],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.21384123,0.37743035,0.32356015,0.018801061,0.06352215,0.0028450754],"domain_scores_gemma":[0.073857054,0.5754947,0.12393277,0.06932915,0.15415883,0.003227449],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.5914301,0.0073259436,0.020528153,0.09217684,0.006789405,0.0177443,0.009537649,0.009777019,0.043582786],"category_scores_gemma":[0.8232597,0.007967206,0.018534113,0.06151968,0.00886307,0.028667523,0.023417905,0.0075426702,0.014619943],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00081692584,0.00011235296,0.002270716,0.790965,0.0033151952,0.0004371219,0.012084768,0.00038163646,0.0014404794,0.0061129164,0.035796035,0.1462669],"study_design_scores_gemma":[0.0018406125,0.00033796977,0.0029830055,0.7731173,0.008569494,0.0004798899,0.005518055,0.001278983,0.0029804246,0.014632002,0.18759517,0.00066706],"about_ca_topic_score_codex":0.0037648252,"about_ca_topic_score_gemma":0.0072467607,"teacher_disagreement_score":0.990223,"about_ca_system_score_codex":0.013179813,"about_ca_system_score_gemma":0.109987065,"threshold_uncertainty_score":0.50383943},"labels":[],"label_agreement":null},{"id":"W3174962313","doi":"10.2196/31371","title":"Correction: Data Sharing Goals for Nonprofit Funders of Clinical Trials","year":2021,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Data sharing; Psychology; Medicine; Alternative medicine","score_opus":0.9439874481002876,"score_gpt":0.719457839677421,"score_spread":0.2245296084228665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3174962313","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":"reproducibility","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":"reproducibility","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00011199908,0.00071757106,0.001901823,0.20947796,0.7828258,0.00009170139,0.0015397922,0.0007678646,0.002565469],"genre_scores_gemma":[0.0145361,0.0059156017,0.015336905,0.4856353,0.3928727,0.0013907998,0.0025559007,0.0030067975,0.07874995],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9358065,0.017545663,0.011666308,0.0061056963,0.023950359,0.0049254945],"domain_scores_gemma":[0.67352057,0.14032887,0.014870467,0.017417539,0.14387853,0.009983977],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.04907011,0.0041950685,0.0034779136,0.005593958,0.006720757,0.014008401,0.0076882513,0.027672792,0.04813902],"category_scores_gemma":[0.43641502,0.0033035635,0.0034277663,0.005507148,0.0086926315,0.006073603,0.006960117,0.041417193,0.02816366],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036905127,0.0000043334653,0.000064211636,0.00017891885,0.000026248737,0.0001049424,0.00007831375,0.00003652178,0.000022125756,0.0018955102,0.99507314,0.00247892],"study_design_scores_gemma":[0.00015774327,0.000028264823,0.00094937056,0.001391325,0.00010471813,0.00034992566,0.00024665776,0.00068774505,0.00025497144,0.0068008173,0.9888925,0.00013609375],"about_ca_topic_score_codex":0.029504882,"about_ca_topic_score_gemma":0.032652672,"teacher_disagreement_score":0.9509299,"about_ca_system_score_codex":0.012976859,"about_ca_system_score_gemma":0.03152462,"threshold_uncertainty_score":0.25951064},"labels":[],"label_agreement":null},{"id":"W3198319460","doi":"10.2196/30062","title":"Intersection of Health Informatics Tools and Community Engagement in Health-Related Research to Reduce Health Inequities: Scoping Review","year":2021,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; Division of Undergraduate Education; National Institutes of Health","keywords":"Community engagement; Health equity; Health information technology; Community-based participatory research; Health informatics; Stakeholder engagement; Inclusion (mineral); Stakeholder; Public relations; Ethnic group; Community health; Medical education; Psychology; Medicine; Political science; Sociology; Participatory action research; Health care; Public health; Nursing; Social science","score_opus":0.9428635213770499,"score_gpt":0.7684591434634923,"score_spread":0.17440437791355756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3198319460","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00033542607,0.99602807,0.00041196012,0.0010624854,0.00030282536,0.0003940618,0.00006931798,0.000010122028,0.0013857086],"genre_scores_gemma":[0.0047013783,0.99242,0.0010379603,0.00063494424,0.0001621635,0.00081175455,0.00008225174,0.0000069921507,0.00014243848],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9713525,0.014255764,0.0077024596,0.0012920134,0.0045171455,0.0008801494],"domain_scores_gemma":[0.80525523,0.17058302,0.009795217,0.0021641506,0.011020896,0.001181417],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.036870718,0.0018716013,0.005387255,0.023952803,0.0024080584,0.009998729,0.002802671,0.005913261,0.006332476],"category_scores_gemma":[0.1423002,0.0016291218,0.006803397,0.025937075,0.0030383768,0.007723823,0.0065405658,0.0039469963,0.0007760807],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009942793,0.00007188211,0.0007145749,0.7508602,0.0019161553,0.00010510009,0.0018199282,0.00023622185,0.00011189618,0.004142284,0.0043596355,0.23556274],"study_design_scores_gemma":[0.000019336352,0.00003897206,0.0006041602,0.967863,0.002788547,0.0000825761,0.0005813835,0.00006713531,0.00007349011,0.0008873092,0.026980417,0.000013581294],"about_ca_topic_score_codex":0.01207371,"about_ca_topic_score_gemma":0.023050236,"teacher_disagreement_score":0.036870718,"about_ca_system_score_codex":0.009515301,"about_ca_system_score_gemma":0.044194125,"threshold_uncertainty_score":0.19499332},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["metaresearch"],"domain":"methods","study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W3202653296","doi":"10.2196/32125","title":"Implementing the Co-Immune Open Innovation Program to Address Vaccination Hesitancy and Access to Vaccines: Retrospective Study","year":2021,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Globe; Public relations; Citizen journalism; Vaccination; Political science; Knowledge management; Business; Computer science; Medicine; World Wide Web; Geography","score_opus":0.09584355460597517,"score_gpt":0.42671745531718425,"score_spread":0.3308739007112091,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3202653296","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99339205,0.00031825696,0.0014929888,0.0003757107,0.000031134816,0.0009950886,0.00029067165,0.00002387173,0.0030801666],"genre_scores_gemma":[0.9920656,0.00045111688,0.0016455424,0.0006277441,0.000034992627,0.0016066189,0.0003394815,0.000032037933,0.0031967433],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9932494,0.0031720202,0.00034178715,0.0008568735,0.00090979756,0.0014700328],"domain_scores_gemma":[0.9767085,0.008645803,0.0039288606,0.002496507,0.0037662913,0.00445411],"candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.010126582,0.0004177096,0.00070241065,0.0016608253,0.003140733,0.002345037,0.0013430684,0.0017855961,0.0056229206],"category_scores_gemma":[0.023739066,0.0007087705,0.0007984655,0.0009809854,0.001766781,0.0023494945,0.0037248253,0.0026583513,0.0016759479],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008737046,0.011073449,0.8050055,0.0008375299,0.00014062482,0.0021526415,0.070845105,0.00030165183,0.00076753553,0.002714741,0.00600426,0.09928325],"study_design_scores_gemma":[0.0003266292,0.012390325,0.7147774,0.0014715228,0.00033239074,0.0030948499,0.19523793,0.0028732982,0.0022322321,0.002026374,0.06501842,0.00021861026],"about_ca_topic_score_codex":0.0072735674,"about_ca_topic_score_gemma":0.007968303,"teacher_disagreement_score":0.9986569,"about_ca_system_score_codex":0.0021229177,"about_ca_system_score_gemma":0.0071494672,"threshold_uncertainty_score":0.05355507},"labels":[],"label_agreement":null},{"id":"W3216634629","doi":"10.2196/29945","title":"Developing Graphic Messages for Vaping Prevention Among Black and Latino Adolescents: Participatory Research Approach","year":2021,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Sexuality, Behavior, and Technology","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Cancer Institute; Center for Tobacco Products; National Institutes of Health","keywords":"Focus group; Psychological intervention; Ethnic group; Graphic design; Psychology; Participatory action research; Medical education; Medicine; Computer science; Multimedia; Political science; Sociology","score_opus":0.477068547421603,"score_gpt":0.5151550834830928,"score_spread":0.03808653606148982,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3216634629","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7985183,0.0024342875,0.11315146,0.017041057,0.00048832665,0.04237333,0.00022818346,0.00017300263,0.02559204],"genre_scores_gemma":[0.7746335,0.0023064644,0.18416199,0.00350331,0.00010393268,0.032025345,0.000067883906,0.00003354887,0.0031639705],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9600532,0.036546603,0.0006260069,0.0008358329,0.0010269288,0.00091144774],"domain_scores_gemma":[0.96837485,0.025697554,0.0018098289,0.0011378885,0.0018314684,0.0011483874],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.058091674,0.0007182289,0.0004905566,0.0021004255,0.0062735253,0.0028247125,0.0016866616,0.0017655669,0.0026860319],"category_scores_gemma":[0.036083933,0.00066091,0.0006530063,0.0011960805,0.004088019,0.0027090106,0.005711399,0.0017726903,0.0002815623],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028188358,0.0027503606,0.010149712,0.0022232588,0.00007672485,0.0010027079,0.7939808,0.0007792179,0.0054541836,0.014103733,0.0030847646,0.1661126],"study_design_scores_gemma":[0.00091984455,0.0038880254,0.010247746,0.0046740077,0.00025086696,0.0008192253,0.86014754,0.0032969501,0.0071256813,0.030403016,0.07807446,0.00015266343],"about_ca_topic_score_codex":0.0015550354,"about_ca_topic_score_gemma":0.0039535044,"teacher_disagreement_score":0.058091674,"about_ca_system_score_codex":0.0023673614,"about_ca_system_score_gemma":0.008719414,"threshold_uncertainty_score":0.30722177},"labels":[],"label_agreement":null},{"id":"W4205539113","doi":"10.2196/31699","title":"Decision-making for Parents of Children With Medical Complexities: Activity Theory Analysis","year":2022,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Holland Bloorview Kids Rehabilitation Hospital; Institute for Clinical Evaluative Sciences; SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Context (archaeology); Qualitative research; Psychology; Process (computing); Face (sociological concept); Applied psychology; Management science; Computer science; Engineering","score_opus":0.33319245762467337,"score_gpt":0.5208441437856243,"score_spread":0.1876516861609509,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205539113","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95667636,0.00113781,0.028998759,0.0023823958,0.000032897573,0.00038419713,0.00016832098,0.000014538786,0.010204819],"genre_scores_gemma":[0.98975956,0.00040095157,0.009298745,0.00007213808,0.0000062407235,0.00015984688,0.00008562068,0.0000028716652,0.00021397384],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9953323,0.0036161926,0.00016915513,0.00027488422,0.00037804656,0.00022939242],"domain_scores_gemma":[0.9759889,0.020886628,0.0014424722,0.00033961976,0.0007955406,0.0005468245],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0075311363,0.00030648842,0.0003417346,0.0022289867,0.0014229781,0.0032564667,0.0008386412,0.0006092001,0.0017015791],"category_scores_gemma":[0.020776832,0.0002166692,0.0007229904,0.0014888338,0.0023273737,0.0021332877,0.0015909396,0.0011385573,0.00008653809],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002586281,0.0008924683,0.36410886,0.0010497075,0.0002324656,0.0019631765,0.32655817,0.012482929,0.00040113152,0.14035247,0.0037069544,0.147993],"study_design_scores_gemma":[0.00013984101,0.0004513409,0.13482353,0.0018023272,0.00017353492,0.0014177212,0.575939,0.1006568,0.00091365894,0.15934804,0.024238022,0.00009619614],"about_ca_topic_score_codex":0.004095187,"about_ca_topic_score_gemma":0.005469415,"teacher_disagreement_score":0.0075311363,"about_ca_system_score_codex":0.0042282296,"about_ca_system_score_gemma":0.003681418,"threshold_uncertainty_score":0.039828956},"labels":[],"label_agreement":null},{"id":"W4205561689","doi":"10.2196/25688","title":"Bugs in the Virtual Clinic: Confronting Telemedicine’s Challenges Through Empathy and Support","year":2022,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Telemedicine; Telehealth; Empathy; Software deployment; Digital health; Health care; Coronavirus disease 2019 (COVID-19); Nursing; Pandemic; eHealth; Workflow; Medical emergency; Narrative; Internet privacy; Medicine; Medical education; Psychology; Computer science; Political science","score_opus":0.21554140307282274,"score_gpt":0.444205758316622,"score_spread":0.22866435524379927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205561689","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39009857,0.0036533987,0.05726151,0.44807637,0.004818055,0.00047012055,0.000078804245,0.0005034603,0.095039666],"genre_scores_gemma":[0.9658513,0.0007810635,0.008351363,0.018634068,0.0003510806,0.00019357547,0.000019355191,0.000092125156,0.005726016],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9753754,0.019169556,0.00046514513,0.0008693934,0.0016154131,0.0025051609],"domain_scores_gemma":[0.980488,0.009993072,0.0018568527,0.0009066383,0.0010351093,0.0057204007],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0121615,0.0006150329,0.0005895908,0.0011331787,0.019854112,0.009292103,0.002608765,0.0063518407,0.008302655],"category_scores_gemma":[0.03207383,0.0005195898,0.0007716428,0.00044923063,0.018642187,0.011533526,0.017974043,0.011182538,0.00090356177],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012315402,0.00053383136,0.0077883187,0.0004299641,0.00005345203,0.012280781,0.7579533,0.00040838445,0.0020923496,0.10731097,0.048182514,0.062842995],"study_design_scores_gemma":[0.00007703784,0.00044192577,0.0018950826,0.00094730686,0.000045528115,0.013855825,0.7320522,0.0021511673,0.000817583,0.045717385,0.20187066,0.00012832532],"about_ca_topic_score_codex":0.0022845587,"about_ca_topic_score_gemma":0.00327255,"teacher_disagreement_score":0.019854112,"about_ca_system_score_codex":0.003826635,"about_ca_system_score_gemma":0.0069058486,"threshold_uncertainty_score":0.06431687},"labels":[],"label_agreement":null},{"id":"W4205849097","doi":"10.2196/24183","title":"Correction: Non-Hispanic White Mothers’ Willingness to Share Personal Health Data With Researchers: Survey Results From an Opt-in Panel","year":2020,"lang":"en","type":"erratum","venue":"Journal of Participatory Medicine","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Panel survey; White (mutation); Psychology; Panel data; Statistics; Demography; Sociology; Mathematics","score_opus":0.8296238718585461,"score_gpt":0.6147317783106834,"score_spread":0.21489209354786276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205849097","genre_codex":"editorial","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000425435,0.00041563725,0.00074162264,0.17604768,0.80926603,0.00006337418,0.008389132,0.00038608612,0.004264979],"genre_scores_gemma":[0.059777766,0.005660097,0.010985112,0.35607982,0.16712888,0.002741472,0.014809242,0.005055289,0.37776223],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.98566693,0.0035163,0.002972673,0.0016878473,0.0048145666,0.0013416981],"domain_scores_gemma":[0.8355714,0.06909147,0.008851902,0.009705913,0.07227838,0.004501027],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.018297726,0.0027673957,0.0022072417,0.004044536,0.0066390843,0.006143831,0.006270541,0.008874806,0.09229249],"category_scores_gemma":[0.28631812,0.002144251,0.0015984823,0.0056399773,0.0037456537,0.004188715,0.0038499995,0.0138473855,0.03984932],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019301144,0.0000033662739,0.00015702835,0.00008214678,0.0000059360864,0.00008206957,0.00009652201,0.000012191388,0.0000075112766,0.00034951288,0.9978352,0.0013493177],"study_design_scores_gemma":[0.00028374416,0.00003204087,0.00606546,0.0027510333,0.0001606612,0.00071450317,0.002464259,0.00054836954,0.00057857425,0.0039279354,0.9823048,0.00016863055],"about_ca_topic_score_codex":0.11860713,"about_ca_topic_score_gemma":0.09447672,"teacher_disagreement_score":0.99112517,"about_ca_system_score_codex":0.00847163,"about_ca_system_score_gemma":0.018554268,"threshold_uncertainty_score":0.30874914},"labels":[],"label_agreement":null},{"id":"W4210885875","doi":"10.2196/34735","title":"Co-design of an Electronic Dashboard to Support the Coproduction of Care in Pediatric Rheumatic Disease: Human-Centered Design and Usability Testing","year":2022,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Arthritis Foundation","keywords":"Dashboard; Medicine; Coproduction; Usability; General partnership; Workflow; Nursing; Medical education; Computer science; Public relations; Business","score_opus":0.4108473370758312,"score_gpt":0.49517163111568635,"score_spread":0.08432429403985514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210885875","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.57590276,0.00043229954,0.40678534,0.00053646375,0.00026785396,0.0073778233,0.00049958046,0.004117528,0.004080349],"genre_scores_gemma":[0.4310413,0.00029630164,0.56084096,0.00019882304,0.000036202666,0.004969073,0.0005264172,0.00030969578,0.0017811964],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.987911,0.008368494,0.0010449102,0.00095939805,0.00131527,0.0004009048],"domain_scores_gemma":[0.960163,0.027667964,0.0014627329,0.0033783198,0.006232578,0.0010954381],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.018302806,0.0016663959,0.0008591409,0.001446529,0.0007314838,0.0030624967,0.0021318842,0.0011330595,0.0028089266],"category_scores_gemma":[0.037419543,0.00077088835,0.0011074377,0.00073510123,0.0010795256,0.0021096708,0.0017128029,0.000964588,0.000568719],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0033065132,0.0071644858,0.03214849,0.0068991054,0.0006924892,0.0020429292,0.042571783,0.034773152,0.094406605,0.004947801,0.009536736,0.7615099],"study_design_scores_gemma":[0.005215646,0.06414765,0.10444452,0.005228245,0.0025546248,0.004409523,0.04606077,0.36209303,0.20381513,0.012770444,0.18756892,0.0016915291],"about_ca_topic_score_codex":0.0007439882,"about_ca_topic_score_gemma":0.00076430617,"teacher_disagreement_score":0.018302806,"about_ca_system_score_codex":0.0007748068,"about_ca_system_score_gemma":0.001442041,"threshold_uncertainty_score":0.09679568},"labels":[],"label_agreement":null},{"id":"W4224998164","doi":"10.2196/37759","title":"In Anticipation of Sharing Pediatric Inpatient Notes: Focus Group Study With Stakeholders","year":2022,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"School of Medicine and Public Health, University of Wisconsin-Madison; National Center for Advancing Translational Sciences; Agency for Healthcare Research and Quality; National Institutes of Health","keywords":"Jargon; Focus group; Medicine; Medical record; Family medicine; Health care; Patient portal; Psychology; Nursing; Business","score_opus":0.3209009173155258,"score_gpt":0.4825800478239639,"score_spread":0.16167913050843813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224998164","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.996845,0.00016766973,0.00072450144,0.000816057,0.000025387428,0.00033226353,0.000039863393,0.000007304066,0.001041902],"genre_scores_gemma":[0.9953087,0.00041471524,0.0013636007,0.0011732976,0.000025268004,0.00078110775,0.00004811088,0.000009759834,0.00087535044],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98998547,0.0069771777,0.00028749983,0.0006297733,0.00054738723,0.0015727144],"domain_scores_gemma":[0.97910005,0.014054228,0.0018216423,0.00037058088,0.0021695935,0.0024840445],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01651774,0.0007890133,0.00069361465,0.0012371818,0.008112687,0.0024762012,0.0020029214,0.0028548248,0.0029249638],"category_scores_gemma":[0.022027291,0.0007424955,0.00052904635,0.00074701605,0.003292266,0.0040843035,0.0061415257,0.0031405122,0.00044824465],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006627138,0.00036165645,0.009615267,0.0001855354,0.0000064510978,0.0009532305,0.9830998,0.00001543679,0.0011720514,0.00024494948,0.00035385528,0.003925482],"study_design_scores_gemma":[0.000013732371,0.000258549,0.0034545509,0.000096373995,0.000006750172,0.0001848729,0.99372214,0.000054817545,0.00027946272,0.00007271931,0.0018482662,0.000007768349],"about_ca_topic_score_codex":0.003952885,"about_ca_topic_score_gemma":0.006487442,"teacher_disagreement_score":0.01651774,"about_ca_system_score_codex":0.0037587727,"about_ca_system_score_gemma":0.005030244,"threshold_uncertainty_score":0.0873552},"labels":[],"label_agreement":null},{"id":"W4285323190","doi":"10.2196/35318","title":"Text Messages to Support Caregivers in a Health Care System: Development and Pilot and National Rollout Evaluation","year":2022,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"U.S. Department of Veterans Affairs","keywords":"Likert scale; Protocol (science); Psychological intervention; Veterans Affairs; Intervention (counseling); Scale (ratio); Psychology; Medicine; Nursing; Applied psychology; Medical education; Alternative medicine","score_opus":0.2092294606794039,"score_gpt":0.4847833454642344,"score_spread":0.2755538847848305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285323190","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92621595,0.00022268124,0.0026883036,0.0004102572,0.00008929247,0.06837186,0.00061248,0.00016216171,0.0012270511],"genre_scores_gemma":[0.81302166,0.0009857973,0.03600746,0.0005450901,0.000115996736,0.1462175,0.0012251895,0.00005162308,0.0018296622],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9848684,0.011298249,0.0013209054,0.00041883992,0.0011538443,0.000939745],"domain_scores_gemma":[0.983835,0.009272745,0.0015126077,0.00086543243,0.003152924,0.0013613022],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.032811873,0.0012239482,0.0009924249,0.00096463674,0.0015358113,0.0010183264,0.0013958579,0.0012207109,0.0029637702],"category_scores_gemma":[0.03381958,0.000696372,0.0011999804,0.0005612602,0.0008834898,0.0015298008,0.0018716031,0.0013713731,0.00039780635],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.045127284,0.30411628,0.046778165,0.008506404,0.0005853018,0.0009965928,0.029440567,0.0024339608,0.0076660323,0.0005577263,0.008199626,0.54559207],"study_design_scores_gemma":[0.07514904,0.66114384,0.18885395,0.002711219,0.0015279754,0.00038272582,0.025923146,0.0055373544,0.018315034,0.0006567536,0.019540492,0.00025852208],"about_ca_topic_score_codex":0.0035828142,"about_ca_topic_score_gemma":0.004737619,"teacher_disagreement_score":0.032811873,"about_ca_system_score_codex":0.0019760006,"about_ca_system_score_gemma":0.0063313604,"threshold_uncertainty_score":0.17352778},"labels":[],"label_agreement":null},{"id":"W4285362863","doi":"10.2196/33485","title":"Co-designing Improved Communication of Newborn Bloodspot Screening Results to Parents: Mixed Methods Study","year":2022,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Metabolism and Genetic Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"British Thyroid Foundation; King's College London; Cystic Fibrosis Trust; Children's National Hospital; Department of Health and Social Care; National Institute for Health and Care Research","keywords":"Psychological intervention; Anxiety; Distress; Health professionals; Psychology; Nursing; Health care; Service (business); Medicine; Clinical psychology; Psychiatry","score_opus":0.06862018603957469,"score_gpt":0.41979162986815166,"score_spread":0.35117144382857696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285362863","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.984259,0.00094692764,0.0069857067,0.0003232799,0.000059836704,0.005542672,0.000152851,0.000028989332,0.0017007091],"genre_scores_gemma":[0.9431613,0.0018105585,0.03523805,0.0006984846,0.00006299823,0.016760027,0.00017045345,0.000035518486,0.002062606],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.972548,0.021684866,0.0016536561,0.0015198655,0.0014618752,0.0011317756],"domain_scores_gemma":[0.9522532,0.036600735,0.0033072403,0.002354837,0.00426113,0.0012228575],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.037899684,0.0009868462,0.001090618,0.0015898085,0.0028504382,0.0030399254,0.001651931,0.0014642696,0.0028537675],"category_scores_gemma":[0.040199786,0.0009054939,0.0012350914,0.0010984093,0.0014707056,0.001941778,0.0030113223,0.0011939729,0.00041435208],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027120276,0.012314244,0.054190096,0.008294069,0.00049963593,0.0018247133,0.70229965,0.00060632196,0.0044428753,0.0018450555,0.0018143065,0.20915692],"study_design_scores_gemma":[0.0021487419,0.03808055,0.06647985,0.0069731865,0.0011373577,0.001791526,0.83004934,0.003084913,0.01056361,0.0025364223,0.036855333,0.00029921863],"about_ca_topic_score_codex":0.0017356137,"about_ca_topic_score_gemma":0.0036099022,"teacher_disagreement_score":0.037899684,"about_ca_system_score_codex":0.0030121543,"about_ca_system_score_gemma":0.0051623313,"threshold_uncertainty_score":0.2004351},"labels":[],"label_agreement":null},{"id":"W4289546367","doi":"10.2196/38209","title":"Evaluating a Global Assessment Measure Created by Standardized Patients for the Multiple Mini Interview in Medical School Admissions: Mixed Methods Study","year":2022,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Medical Education and Admissions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Cronbach's alpha; Rubric; Medical education; Logistic regression; Psychology; Medical school; Reliability (semiconductor); Inclusion (mineral); Family medicine; Medicine; Applied psychology; Clinical psychology; Psychometrics; Mathematics education; Social psychology; Internal medicine","score_opus":0.29982531220817776,"score_gpt":0.5979132733133189,"score_spread":0.29808796110514113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4289546367","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96460927,0.0008545641,0.024317153,0.00022598542,0.00010924617,0.0075799874,0.00043176723,0.00003725434,0.0018347726],"genre_scores_gemma":[0.944795,0.00034105266,0.039004397,0.00027667003,0.000059361206,0.01458843,0.00045988683,0.000033735825,0.0004415105],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.8626608,0.11516152,0.007605769,0.004439616,0.008682646,0.0014496581],"domain_scores_gemma":[0.8916914,0.07853114,0.011535354,0.007708809,0.009165628,0.001367732],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.11106454,0.0011405237,0.0011368949,0.002996109,0.0014570263,0.0022935267,0.0019345391,0.0010050639,0.0015898728],"category_scores_gemma":[0.118555285,0.00086517644,0.003954992,0.0027340658,0.0014710908,0.0018906002,0.003199469,0.0013036608,0.0002494743],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027077822,0.0033499252,0.8179595,0.0018447551,0.003680515,0.00016721303,0.021927655,0.0012500988,0.0011175142,0.0028087888,0.0012717113,0.14191455],"study_design_scores_gemma":[0.0014616165,0.023145577,0.87854546,0.0018689099,0.003962691,0.0005311622,0.04583494,0.02466595,0.0046796086,0.0045712646,0.010334735,0.0003981037],"about_ca_topic_score_codex":0.0027885814,"about_ca_topic_score_gemma":0.005744835,"teacher_disagreement_score":0.11106454,"about_ca_system_score_codex":0.0030098583,"about_ca_system_score_gemma":0.0031792207,"threshold_uncertainty_score":0.5873724},"labels":[],"label_agreement":null},{"id":"W4289780846","doi":"10.2196/35798","title":"Moving to Personalized Medicine Requires Personalized Health Plans","year":2022,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Financial plan; Health care; Plan (archaeology); Health plan; Business; Process (computing); Personalized medicine; Actuarial science; Selection (genetic algorithm); Population; Marketing; Finance; Medicine; Computer science; Economics","score_opus":0.5981866793203227,"score_gpt":0.513485438742357,"score_spread":0.08470124057796569,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4289780846","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.028807918,0.0065306453,0.3189301,0.51011264,0.0013500077,0.0012220083,0.00082371186,0.00082128844,0.13140164],"genre_scores_gemma":[0.3905392,0.008768275,0.5353598,0.05193148,0.0020967587,0.0009801136,0.0006623504,0.0002700677,0.009392057],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9746801,0.017402396,0.0009748598,0.0014536185,0.004491884,0.000997099],"domain_scores_gemma":[0.9626314,0.023976475,0.0021290258,0.006461734,0.0027406928,0.0020606532],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.025640909,0.0006320324,0.0009490439,0.0012687541,0.002285733,0.008348638,0.0018719933,0.004006425,0.01386833],"category_scores_gemma":[0.049718313,0.00066764525,0.0013812286,0.001363626,0.0047345283,0.009514762,0.006570419,0.009442861,0.0029199908],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011961615,0.0004784842,0.009022606,0.0007767773,0.00032607964,0.0004749791,0.0037782097,0.012811088,0.0015946006,0.5038515,0.09772494,0.3690411],"study_design_scores_gemma":[0.000060292557,0.00014706478,0.0028543735,0.00077002955,0.00010248171,0.00044905746,0.0019214395,0.0062846756,0.00071591674,0.8103339,0.17624368,0.00011710924],"about_ca_topic_score_codex":0.0021225945,"about_ca_topic_score_gemma":0.0034132982,"teacher_disagreement_score":0.025640909,"about_ca_system_score_codex":0.003304528,"about_ca_system_score_gemma":0.008216393,"threshold_uncertainty_score":0.13560367},"labels":[],"label_agreement":null},{"id":"W4291332704","doi":"10.2196/37657","title":"A Health Equity–Oriented Research Agenda Requires Comprehensive Community Engagement","year":2022,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Empowerment; Participatory action research; Public relations; Health equity; Health care; Equity (law); Community-based participatory research; Mental health; Psychosocial; Psychology; Nursing; Sociology; Business; Political science; Medicine","score_opus":0.9226210233849925,"score_gpt":0.6683417120130493,"score_spread":0.25427931137194326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4291332704","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0055106413,0.0123005705,0.01823198,0.933528,0.0042981324,0.0014214299,0.00012434716,0.00010699245,0.024477929],"genre_scores_gemma":[0.42162156,0.029519482,0.09857075,0.41882548,0.009033848,0.011090925,0.00047385172,0.000232501,0.010631555],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.7856392,0.17222384,0.0044820625,0.008627784,0.012071548,0.016955512],"domain_scores_gemma":[0.544448,0.36200696,0.010458818,0.021763455,0.020724814,0.040597882],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.22908458,0.0019259857,0.0066348147,0.005128398,0.023642855,0.0495403,0.008720345,0.033086702,0.016708659],"category_scores_gemma":[0.17281947,0.0016285542,0.0033966543,0.0047534243,0.056457322,0.05736564,0.06303648,0.043225918,0.0025521405],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011614105,0.0014380751,0.00444628,0.004045335,0.00038879958,0.0005463484,0.0685019,0.0011222878,0.00056639727,0.67550886,0.07381171,0.16950792],"study_design_scores_gemma":[0.00019664239,0.0005006738,0.0020953834,0.010130362,0.00013022083,0.00022091813,0.108907856,0.0007991063,0.00043757443,0.65389794,0.2225368,0.00014653246],"about_ca_topic_score_codex":0.006209417,"about_ca_topic_score_gemma":0.0077548954,"teacher_disagreement_score":0.22908458,"about_ca_system_score_codex":0.017653292,"about_ca_system_score_gemma":0.1714201,"threshold_uncertainty_score":0.95067596},"labels":[],"label_agreement":null},{"id":"W4308104430","doi":"10.2196/39339","title":"From Individuals to Systems and Contributions to Creations: Novel Framework for Mapping the Efforts of Individuals by Convening The Center of Health and Health Care","year":2022,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Focus group; Conversation; Health care; Psychology; Nursing; Zoom; Public relations; Medicine; Sociology; Political science; Communication","score_opus":0.39246416199007184,"score_gpt":0.5112411012622943,"score_spread":0.11877693927222244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308104430","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14088887,0.006377455,0.40878394,0.048273467,0.0009083557,0.0032765488,0.0007669362,0.0005068745,0.39021757],"genre_scores_gemma":[0.78403956,0.001518111,0.20166965,0.0013862763,0.000109530476,0.0020880746,0.00030493454,0.0001872603,0.008696582],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.96934235,0.024552768,0.0007645553,0.0025505372,0.0011306789,0.001659162],"domain_scores_gemma":[0.98146,0.012268534,0.0017069549,0.001778743,0.0014458679,0.0013400203],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.024335522,0.0019107942,0.0008029152,0.014144865,0.01855611,0.021325296,0.005426529,0.006004307,0.008256728],"category_scores_gemma":[0.020842701,0.0011764416,0.0019451624,0.009012367,0.08252053,0.030950706,0.017329684,0.004335767,0.0008602795],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002966083,0.000047225152,0.0027171364,0.00029976436,0.000021350328,0.0007357281,0.5648663,0.00045011658,0.00035944875,0.4127545,0.0017510508,0.015967675],"study_design_scores_gemma":[0.000032881904,0.000065207525,0.0028203626,0.000792024,0.000045703317,0.0008613868,0.65878224,0.0027001875,0.00047330957,0.21704611,0.11632422,0.000056433375],"about_ca_topic_score_codex":0.021685919,"about_ca_topic_score_gemma":0.02472044,"teacher_disagreement_score":0.024335522,"about_ca_system_score_codex":0.015571436,"about_ca_system_score_gemma":0.015188143,"threshold_uncertainty_score":0.12870008},"labels":[],"label_agreement":null},{"id":"W4309243553","doi":"10.2196/39174","title":"Meeting the Burden of Self-management: Qualitative Study Investigating the Empowering Behaviors of Patients and Informal Caregivers","year":2022,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Diabetes Management and Education","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Thematic analysis; Focus group; Empowerment; Qualitative research; Exploratory research; Psychology; Perspective (graphical); Context (archaeology); Nursing; Self-management; Health care; Medicine; Sociology","score_opus":0.04936178268744112,"score_gpt":0.3704296712220366,"score_spread":0.3210678885345955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309243553","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99349916,0.0010827761,0.0017888405,0.0013532095,0.00004571758,0.00022322539,0.000100520614,0.000010718119,0.0018957799],"genre_scores_gemma":[0.997224,0.0007431322,0.0006288839,0.0004788288,0.000013897858,0.0002051849,0.000039796178,0.00000760396,0.00065870146],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9933288,0.004928425,0.0002608605,0.00029675855,0.00037196485,0.0008132285],"domain_scores_gemma":[0.98584116,0.010773388,0.0011784955,0.0002797648,0.000844227,0.0010829705],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0105093075,0.0006246947,0.00092912815,0.0012670659,0.0068032453,0.002404207,0.0011836314,0.0011383796,0.002076877],"category_scores_gemma":[0.015764188,0.0005139364,0.00046975655,0.0011820687,0.005689143,0.002787615,0.003571505,0.0018627227,0.00020648036],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054381642,0.00008305998,0.0050524794,0.00023625666,0.0000069997664,0.0011515312,0.9872766,0.000030042967,0.0007193739,0.00042489107,0.00031550843,0.004648855],"study_design_scores_gemma":[0.00000866555,0.000094945586,0.0021143758,0.00021607753,0.000008151678,0.0005108496,0.99206233,0.000053424574,0.00036541707,0.00019598167,0.004357084,0.000012723705],"about_ca_topic_score_codex":0.0033063516,"about_ca_topic_score_gemma":0.005124597,"teacher_disagreement_score":0.0105093075,"about_ca_system_score_codex":0.0028257056,"about_ca_system_score_gemma":0.00444457,"threshold_uncertainty_score":0.055579245},"labels":[],"label_agreement":null},{"id":"W4313182620","doi":"10.2196/38078","title":"Co-design of the Transgender Health Information Resource: Web-Based Participatory Design","year":2022,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"U.S. National Library of Medicine; National Institutes of Health","keywords":"Transgender; Participatory design; mHealth; Brainstorming; Community-based participatory research; Computer science; Population; World Wide Web; Medicine; Participatory action research; Psychology; Engineering; Sociology; Nursing; Psychological intervention","score_opus":0.1790421741712413,"score_gpt":0.3725892749246498,"score_spread":0.19354710075340853,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313182620","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39015377,0.0010393823,0.4829894,0.008000984,0.00062563183,0.051105835,0.00073154934,0.00097777,0.06437566],"genre_scores_gemma":[0.53519076,0.00055780035,0.4037174,0.0017704506,0.000062085746,0.04779788,0.00033219226,0.0002816476,0.010289822],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.94643754,0.04680055,0.0010780091,0.0023833164,0.0019809406,0.0013195568],"domain_scores_gemma":[0.9603801,0.028179053,0.0011435926,0.0037128592,0.0040200786,0.002564338],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.047683455,0.0009708928,0.0007985126,0.0023614438,0.0067328736,0.0053136293,0.0024328632,0.0021801859,0.008464604],"category_scores_gemma":[0.041191142,0.0008619895,0.0010428762,0.0014207318,0.00602952,0.005020297,0.007953544,0.0025049876,0.0013728843],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010367098,0.0035287212,0.010187607,0.003321333,0.00009575118,0.0017889375,0.65801305,0.0035212615,0.00830797,0.03480143,0.009939053,0.26545814],"study_design_scores_gemma":[0.001921901,0.0030455226,0.007969276,0.0035308339,0.00026293396,0.0012195744,0.5043747,0.016130129,0.01270655,0.073259875,0.3752741,0.0003046012],"about_ca_topic_score_codex":0.0016859816,"about_ca_topic_score_gemma":0.0031015864,"teacher_disagreement_score":0.047683455,"about_ca_system_score_codex":0.0033834889,"about_ca_system_score_gemma":0.009541717,"threshold_uncertainty_score":0.25217724},"labels":[],"label_agreement":null},{"id":"W4321383330","doi":"10.2196/42704","title":"Acceptability of Automated Robotic Clinical Breast Examination: Survey Study","year":2023,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"AI in cancer detection","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Engineering and Physical Sciences Research Council; Cancer Research UK","keywords":"Mammography; Breast imaging; Breast cancer; Medicine; Artificial intelligence; Population; Modality (human–computer interaction); Medical physics; Medical education; Family medicine; Computer science; Cancer","score_opus":0.2580258221710583,"score_gpt":0.4671979663763273,"score_spread":0.20917214420526903,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321383330","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99862194,0.00008782894,0.00019346515,0.00014526176,0.0000038949647,0.00012061586,0.00016787252,0.000004236816,0.0006548821],"genre_scores_gemma":[0.9987544,0.0002023051,0.00036550977,0.00015114041,0.000004385885,0.0001888448,0.00011103763,0.0000032251187,0.00021911417],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99194336,0.0052323807,0.0008691425,0.00043264485,0.00096357724,0.000558928],"domain_scores_gemma":[0.9823009,0.0088469945,0.0042777597,0.00049386517,0.0028917813,0.0011886966],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010156998,0.00023804892,0.0003798192,0.00093752716,0.0005160885,0.0012241686,0.0004981848,0.00074698724,0.001908028],"category_scores_gemma":[0.018723585,0.00041254322,0.00057421176,0.0010010431,0.00085546164,0.0011418903,0.0013372035,0.0005886856,0.00050152646],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037673616,0.00064276496,0.9048441,0.00079087005,0.00008766235,0.00049149507,0.066998065,0.00021120491,0.00088647904,0.00018511243,0.0010294509,0.023455989],"study_design_scores_gemma":[0.000045964647,0.0028694118,0.87096834,0.0002648738,0.00004415624,0.00069932657,0.11882051,0.00082984613,0.00043322193,0.000058143778,0.0049157757,0.000050341856],"about_ca_topic_score_codex":0.0035445204,"about_ca_topic_score_gemma":0.0036658726,"teacher_disagreement_score":0.010156998,"about_ca_system_score_codex":0.0014664724,"about_ca_system_score_gemma":0.00084445975,"threshold_uncertainty_score":0.053716004},"labels":[],"label_agreement":null},{"id":"W4323653305","doi":"10.2196/41292","title":"Enhancing Exposure Treatment for Youths With Chronic Pain: Co-design and Qualitative Approach","year":2023,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Pediatric Pain Management Techniques","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Alberta Children's Hospital","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases; American Pain Society","keywords":"Referral; Chronic pain; Flexibility (engineering); Medicine; Multidisciplinary approach; Qualitative research; Clinical trial; Research design; Physical therapy; Psychology; Nursing","score_opus":0.18917817619524246,"score_gpt":0.42697767378357493,"score_spread":0.23779949758833246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323653305","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5060545,0.008020717,0.24787267,0.0120536825,0.0014473504,0.18835346,0.0033402988,0.00047364802,0.032383613],"genre_scores_gemma":[0.5070044,0.0031324197,0.25373623,0.0052746856,0.00014696099,0.22045985,0.00064837065,0.00017923125,0.00941784],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.94188833,0.04970832,0.0016538702,0.002250437,0.0023415207,0.002157537],"domain_scores_gemma":[0.9364093,0.052007493,0.0024094153,0.0025344377,0.0053396397,0.0012997747],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0648513,0.0011443583,0.0011155896,0.0027961738,0.004444715,0.003412435,0.0029116466,0.002139513,0.007665033],"category_scores_gemma":[0.043865822,0.0008647404,0.0017842394,0.0022773826,0.0060926485,0.002518811,0.0062610283,0.0027063594,0.00096887833],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018004555,0.0019633505,0.005853845,0.012731157,0.000156139,0.0013074804,0.77471244,0.0017177977,0.007126109,0.021451084,0.008631651,0.16254847],"study_design_scores_gemma":[0.0022073311,0.0034498645,0.0073325103,0.013391818,0.00045108187,0.0008822586,0.76005393,0.0042137713,0.01178798,0.03247289,0.16350839,0.00024818457],"about_ca_topic_score_codex":0.0043940214,"about_ca_topic_score_gemma":0.010947206,"teacher_disagreement_score":0.0648513,"about_ca_system_score_codex":0.009173293,"about_ca_system_score_gemma":0.014723355,"threshold_uncertainty_score":0.34297055},"labels":[],"label_agreement":null},{"id":"W4377220328","doi":"10.2196/45772","title":"Examining Patient Engagement in Chatbot Development Approaches for Healthy Lifestyle and Mental Wellness Interventions: Scoping Review","year":2023,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Alberta Innovates; Mitacs","keywords":"Chatbot; Psychological intervention; Inclusion (mineral); Medicine; Documentation; Popularity; Psychology; Medical education; Nursing; World Wide Web; Computer science","score_opus":0.5498409414265054,"score_gpt":0.5155589652671453,"score_spread":0.03428197615936013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377220328","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0030979966,0.98873794,0.0012655655,0.0012268721,0.00036174426,0.0029406021,0.00042870728,0.00002281393,0.0019176434],"genre_scores_gemma":[0.02538669,0.96297795,0.0033561038,0.0009579496,0.00014032371,0.006408013,0.00044806165,0.000022894657,0.00030205783],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9482205,0.02470511,0.017486107,0.0017658623,0.006972601,0.00084990787],"domain_scores_gemma":[0.71259755,0.24008721,0.021913541,0.0039212056,0.020456262,0.0010242303],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05902698,0.0017431786,0.0062422673,0.020049127,0.0019915502,0.0071505136,0.0030600107,0.004142731,0.0047358074],"category_scores_gemma":[0.20539486,0.0017735942,0.0077364244,0.01812607,0.0021007194,0.0062792622,0.0047353664,0.0027489709,0.0007343695],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024486985,0.00010539779,0.0011584744,0.82961154,0.0026723573,0.00012639897,0.00302637,0.00019343644,0.00021391071,0.0009767713,0.002445485,0.15922506],"study_design_scores_gemma":[0.00004796426,0.00013875717,0.0012157488,0.97646403,0.0049860696,0.00011933754,0.0013638998,0.000058407328,0.00019479622,0.0002732529,0.01511591,0.000021713964],"about_ca_topic_score_codex":0.0068760007,"about_ca_topic_score_gemma":0.015839169,"teacher_disagreement_score":0.05902698,"about_ca_system_score_codex":0.0067591914,"about_ca_system_score_gemma":0.029131409,"threshold_uncertainty_score":0.31216818},"labels":[],"label_agreement":null},{"id":"W4379799433","doi":"10.2196/45316","title":"Development of a Family-Centered Communication Tool for Kidney Health in Premature Infants: Qualitative Focus Group Study Using Human-Centered Design Methodology","year":2023,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"School of Medicine, Indiana University; Agency for Healthcare Research and Quality","keywords":"Kidney disease; Medicine; Neonatal intensive care unit; Focus group; Qualitative research; Intensive care medicine; Family medicine; Pediatrics; Internal medicine","score_opus":0.7370944206138946,"score_gpt":0.6166566027746779,"score_spread":0.1204378178392167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379799433","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96739066,0.0006365116,0.019543195,0.0024063254,0.00011656611,0.0067725494,0.00027600577,0.00007599669,0.0027821471],"genre_scores_gemma":[0.94696885,0.0007895821,0.03281282,0.001169692,0.000033459084,0.016459882,0.00011020053,0.00004306996,0.0016124564],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.97482604,0.021920886,0.0005128271,0.0007973418,0.00071423076,0.001228759],"domain_scores_gemma":[0.9555718,0.03613403,0.0016040591,0.0009750456,0.0033893145,0.0023257958],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.047148436,0.000917476,0.0010701611,0.001827501,0.0075813513,0.0023315249,0.002357392,0.0018721758,0.0030359495],"category_scores_gemma":[0.038945068,0.0008376944,0.0008089218,0.00108395,0.0046454407,0.0030532007,0.0049684057,0.0022887907,0.0003699081],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013154066,0.00056415884,0.004031885,0.0008812805,0.000016517604,0.00060320465,0.9695253,0.00014573378,0.0013505038,0.00079340214,0.00082377106,0.021132626],"study_design_scores_gemma":[0.00018658374,0.0012971553,0.0058774375,0.0011307232,0.000044305816,0.00039416182,0.9744322,0.0006582816,0.0018190668,0.0014409681,0.012656176,0.00006293866],"about_ca_topic_score_codex":0.0029393912,"about_ca_topic_score_gemma":0.0047095595,"teacher_disagreement_score":0.047148436,"about_ca_system_score_codex":0.004752989,"about_ca_system_score_gemma":0.009052167,"threshold_uncertainty_score":0.24934775},"labels":[],"label_agreement":null},{"id":"W4386888246","doi":"10.2196/47395","title":"Coproduction of Low-Barrier Hepatitis C Virus and HIV Care for People Who Use Drugs in a Rural Community: Brief Qualitative Report","year":2023,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Dartmouth College","keywords":"Medicine; Qualitative research; Nursing; Health care; Criminalization; Focus group; Harm reduction; Public health; Psychology; Political science; Business; Sociology; Criminology","score_opus":0.1296990045698288,"score_gpt":0.44449549242154435,"score_spread":0.31479648785171555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386888246","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.977238,0.002627545,0.0021774992,0.0076118903,0.0001753673,0.0017491834,0.00062054757,0.000033586017,0.00776645],"genre_scores_gemma":[0.9813219,0.0047285073,0.0029577333,0.002813363,0.000055862856,0.0031385468,0.00026513176,0.000043737127,0.004675246],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98830974,0.008321925,0.0004702594,0.0005103741,0.0007319694,0.0016557947],"domain_scores_gemma":[0.9758304,0.016807212,0.001931863,0.00057149667,0.0024270953,0.0024319056],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.019887641,0.0006994995,0.00088743446,0.0020961212,0.011611723,0.0037659416,0.0022373633,0.0019348806,0.0036025573],"category_scores_gemma":[0.023765387,0.0009776247,0.00061950437,0.0022042475,0.0063685984,0.003915417,0.008931587,0.0035180268,0.00036679755],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016619322,0.00004527904,0.0018799931,0.00052627624,0.000004537373,0.0006228779,0.99157023,0.000016614851,0.0003831689,0.0006352748,0.0007398167,0.003559281],"study_design_scores_gemma":[0.000002351046,0.000032431923,0.0010475805,0.00029332135,0.0000026701098,0.00010824785,0.99507153,0.000019289491,0.000085821586,0.00008577912,0.0032454806,0.0000055462524],"about_ca_topic_score_codex":0.022375237,"about_ca_topic_score_gemma":0.039562806,"teacher_disagreement_score":0.022375237,"about_ca_system_score_codex":0.008372682,"about_ca_system_score_gemma":0.015329931,"threshold_uncertainty_score":0.105177164},"labels":[],"label_agreement":null},{"id":"W4387241973","doi":"10.2196/47550","title":"Older Adults’ Experiences With Participation and eHealth in Care Coordination: Qualitative Interview Study in a Primary Care Setting","year":2023,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Universitetet i Stavanger","keywords":"eHealth; Qualitative research; Nursing; Medicine; Health care; Global Positioning System; Gerontology; Family medicine; Psychology; Computer science","score_opus":0.11953846185311959,"score_gpt":0.4625674431939544,"score_spread":0.3430289813408348,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387241973","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99447674,0.00084194524,0.00093643233,0.0011434098,0.00003630098,0.00023541717,0.000112421665,0.000007509434,0.0022099363],"genre_scores_gemma":[0.99603736,0.00095875195,0.000660727,0.00070099183,0.000018606588,0.00038487272,0.000055601635,0.000008330503,0.0011747109],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99203616,0.0056214705,0.00036809358,0.00043299573,0.00040962893,0.001131567],"domain_scores_gemma":[0.98264474,0.012308386,0.0013340502,0.0002806516,0.0013065804,0.0021257058],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013646519,0.0004892635,0.0008059304,0.0014176355,0.007254888,0.0035912078,0.0012585794,0.001653824,0.0020127906],"category_scores_gemma":[0.014906028,0.000816519,0.0005015724,0.0016424146,0.005584256,0.0034976914,0.0048194123,0.002587493,0.00022694467],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000146807215,0.000027238164,0.0023119375,0.00008248151,0.0000023526613,0.00035296925,0.9957153,0.000009769196,0.00021596011,0.00017864477,0.00011979399,0.0009688103],"study_design_scores_gemma":[0.0000028004795,0.000042612493,0.0018434678,0.00010879926,0.0000023283756,0.000091157104,0.9960188,0.000026690464,0.00006231137,0.000049762737,0.0017456408,0.0000055409955],"about_ca_topic_score_codex":0.017956302,"about_ca_topic_score_gemma":0.032541078,"teacher_disagreement_score":0.017956302,"about_ca_system_score_codex":0.005722721,"about_ca_system_score_gemma":0.0052620023,"threshold_uncertainty_score":0.072170496},"labels":[],"label_agreement":null},{"id":"W4388609468","doi":"10.2196/47500","title":"Tracking the Development of Community Engagement Over Time: Realist Qualitative Study","year":2023,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Community Health and Development","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Qualitative research; Tracking (education); Public relations; Community engagement; Qualitative property; Scale (ratio); Focus group; Sociology; Psychology; Political science; Geography; Computer science; Social science; Pedagogy","score_opus":0.697384118102055,"score_gpt":0.6246185287383691,"score_spread":0.07276558936368593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388609468","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.965084,0.0014933121,0.0148928575,0.0044087716,0.00013646462,0.0029796583,0.0012576729,0.000060326744,0.0096869385],"genre_scores_gemma":[0.9760967,0.0012117014,0.010885402,0.0015445784,0.000037904207,0.005137034,0.00040635813,0.000073482726,0.0046068444],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.96490234,0.027992504,0.00081926427,0.0021610702,0.0017963119,0.0023285844],"domain_scores_gemma":[0.9300208,0.054688152,0.0038998942,0.0023362315,0.005184471,0.0038704455],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.039806522,0.00068109744,0.0011519344,0.0025815498,0.009430596,0.0047124904,0.0030880754,0.002483395,0.0041493243],"category_scores_gemma":[0.043297485,0.0011272326,0.00066246855,0.003364431,0.010293745,0.0056846617,0.008295336,0.003747412,0.00080517505],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000053578133,0.00010362735,0.0024268145,0.00030038547,0.0000075692897,0.0007160352,0.9880548,0.00011169037,0.0005107705,0.0013617357,0.000846764,0.0055062007],"study_design_scores_gemma":[0.000020635433,0.00009894349,0.0018425009,0.00038867127,0.0000064045375,0.00020962245,0.9834004,0.00024342803,0.0003300564,0.0008222378,0.01261049,0.000026570488],"about_ca_topic_score_codex":0.0158474,"about_ca_topic_score_gemma":0.028096428,"teacher_disagreement_score":0.039806522,"about_ca_system_score_codex":0.009807113,"about_ca_system_score_gemma":0.010173811,"threshold_uncertainty_score":0.21051955},"labels":[],"label_agreement":null},{"id":"W4388809047","doi":"10.2196/48707","title":"Examining the Feasibility, Acceptability, and Effectiveness of Remote Training on Community-Based Participatory Research: Single-Arm Pre-Post Pilot Study","year":2023,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Simon Fraser University; University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Training (meteorology); Participatory action research; Medical education; Citizen journalism; Community-based participatory research; Psychology; Physical therapy; Computer science; Medicine; Applied psychology; Sociology; World Wide Web; Geography","score_opus":0.9165336666305037,"score_gpt":0.6058006097524296,"score_spread":0.3107330568780742,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388809047","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.968642,0.00004398844,0.001847848,0.00017492112,0.00007332921,0.026694445,0.00014372834,0.00008107775,0.0022988082],"genre_scores_gemma":[0.9266737,0.00012064519,0.014070401,0.0003411157,0.000070719274,0.05727219,0.00018310046,0.00002391541,0.0012443217],"study_design_codex":"nonrandomized_trial","study_design_gemma":"observational","domain_scores_codex":[0.9705983,0.01949642,0.001717351,0.0022294535,0.002863554,0.0030948895],"domain_scores_gemma":[0.9292023,0.03802072,0.005860036,0.007835927,0.012034268,0.007046819],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0670247,0.0014046049,0.0015193636,0.0011828616,0.0028858164,0.0019157351,0.0020396798,0.002168022,0.005103129],"category_scores_gemma":[0.07297379,0.0014938122,0.0016013507,0.0007155307,0.0024448354,0.0024848874,0.0033017115,0.0028666721,0.0012960389],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.04275433,0.34446028,0.15175267,0.0037962894,0.00069287175,0.001415691,0.09906368,0.0017973715,0.01855267,0.0009440424,0.0034272533,0.33134288],"study_design_scores_gemma":[0.014863991,0.6184214,0.31268376,0.00066798506,0.00046423147,0.00030513236,0.03518782,0.0019102027,0.008006505,0.00081682496,0.006466941,0.00020525904],"about_ca_topic_score_codex":0.0017109319,"about_ca_topic_score_gemma":0.0034135086,"teacher_disagreement_score":0.9329753,"about_ca_system_score_codex":0.0021749432,"about_ca_system_score_gemma":0.0067803785,"threshold_uncertainty_score":0.3544647},"labels":[],"label_agreement":null},{"id":"W4388941555","doi":"10.2196/46607","title":"An Ethics Action Plan for Rare Disease Care: Participatory Action Research Approach","year":2023,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Genomics and Rare Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"McGill University; Regroupement Québécois sur les Matériaux de Pointe; Université de Montréal; Montreal Clinical Research Institute","funders":"Canadian Institutes of Health Research; Université de Montréal","keywords":"Psychological intervention; Action plan; Health care; Action (physics); Medicine; Empathy; Nursing; Autonomy; Participatory action research; General partnership; Toolbox; Psychology; Political science; Psychiatry; Sociology","score_opus":0.5325441952438763,"score_gpt":0.5248729749270563,"score_spread":0.007671220316819993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388941555","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06752635,0.0029396273,0.50400907,0.19841266,0.002122061,0.12743087,0.0007125363,0.000599406,0.09624757],"genre_scores_gemma":[0.2715978,0.0015217119,0.6540703,0.00850497,0.00013033816,0.05733384,0.0002858488,0.00006051728,0.006494647],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.73916644,0.24019754,0.0035272145,0.0046758847,0.007271211,0.005161677],"domain_scores_gemma":[0.80977726,0.13904202,0.0066709365,0.008114469,0.019125381,0.017269978],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.21872823,0.0019069605,0.001158585,0.004698294,0.018316403,0.01369291,0.005981135,0.007832279,0.006992592],"category_scores_gemma":[0.102455206,0.0011078765,0.0018791846,0.0031760882,0.019803505,0.008687591,0.018349502,0.009614409,0.00087797554],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034328684,0.0030490386,0.0068815215,0.0053725783,0.00017148381,0.002004607,0.40480784,0.008731123,0.0020397666,0.32859907,0.03626145,0.20173821],"study_design_scores_gemma":[0.0008170862,0.0013427794,0.0042275987,0.0073656277,0.00015031711,0.0007616702,0.4662945,0.012074162,0.0021855582,0.223274,0.28121054,0.0002961834],"about_ca_topic_score_codex":0.011138545,"about_ca_topic_score_gemma":0.030093072,"teacher_disagreement_score":0.21872823,"about_ca_system_score_codex":0.041013483,"about_ca_system_score_gemma":0.17993088,"threshold_uncertainty_score":0.9634472},"labels":[],"label_agreement":null},{"id":"W4389615409","doi":"10.2196/54527","title":"An Extraordinary Voice Expressed Through Humor: A Tribute to Casey Quinlan","year":2023,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Empathy and Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Tribute; Status quo; Power (physics); Health care; Citizen journalism; Public relations; Psychology; Sociology; Political science; Law","score_opus":0.17776567769996546,"score_gpt":0.46108836454186164,"score_spread":0.2833226868418962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389615409","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0015403486,0.0131167155,0.0017126553,0.96153355,0.010395718,0.000013757463,0.00000798912,0.000038079877,0.011641175],"genre_scores_gemma":[0.15206851,0.015824707,0.0042489753,0.77063483,0.02519097,0.00018270753,0.000015507614,0.00036779232,0.03146602],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.948068,0.038319793,0.0008405606,0.0033601013,0.0072639883,0.0021475258],"domain_scores_gemma":[0.9267676,0.051875204,0.0027430016,0.0027063098,0.008818055,0.0070899534],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.027074916,0.0008801663,0.0015312495,0.001340676,0.024483252,0.021404225,0.002664684,0.0111367805,0.0037711242],"category_scores_gemma":[0.07323039,0.000644009,0.00076702517,0.0009919921,0.06988339,0.024252243,0.0091845505,0.035581954,0.001511692],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060729835,0.000060613653,0.0004194289,0.00021122777,0.00003253481,0.0010800601,0.10600547,0.00011764077,0.00027927148,0.21175563,0.6562431,0.023734432],"study_design_scores_gemma":[0.000028814626,0.000054468306,0.0001790888,0.00094867754,0.0000145544645,0.0015416255,0.058903642,0.0002531402,0.00034130886,0.1116074,0.82603383,0.00009340115],"about_ca_topic_score_codex":0.00500959,"about_ca_topic_score_gemma":0.0067127473,"teacher_disagreement_score":0.027074916,"about_ca_system_score_codex":0.004889984,"about_ca_system_score_gemma":0.009165985,"threshold_uncertainty_score":0.14318758},"labels":[],"label_agreement":null},{"id":"W4392378760","doi":"10.2196/48573","title":"Getting to Know Your Patient: Content Analysis of Patients’ Answers to a Questionnaire for Promoting Person-Centered Care","year":2024,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Usability; Medicine; Health care; Content analysis; Psychology; Nursing; Family medicine","score_opus":0.4420465456454957,"score_gpt":0.4867223090655631,"score_spread":0.04467576342006735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392378760","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98505753,0.00033130887,0.0046858275,0.0012057619,0.00009304472,0.0041380236,0.0019341292,0.00005893793,0.0024955177],"genre_scores_gemma":[0.96947867,0.0006372324,0.014409833,0.001090265,0.000050375085,0.011325595,0.0017517334,0.0000653351,0.0011909151],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98395914,0.010629768,0.0019048166,0.0007874311,0.001723224,0.000995632],"domain_scores_gemma":[0.9493791,0.036904287,0.004802962,0.00082034664,0.0073509743,0.0007424695],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01963616,0.0005882462,0.0009599284,0.0029543962,0.0011498618,0.001380316,0.00075325335,0.00081051054,0.0019438342],"category_scores_gemma":[0.05101426,0.00028531384,0.0006983412,0.002515613,0.0015243109,0.0012192415,0.0026452346,0.0009806242,0.00040585402],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008548665,0.0007486661,0.14406319,0.003641798,0.00012824239,0.00089341984,0.7057906,0.0007666596,0.00809759,0.001545089,0.01006376,0.1234062],"study_design_scores_gemma":[0.00025021745,0.001980749,0.2963784,0.0019561506,0.00014810315,0.0011910046,0.633068,0.0033878512,0.0045526084,0.001695592,0.055104725,0.00028660032],"about_ca_topic_score_codex":0.0016107345,"about_ca_topic_score_gemma":0.0016245912,"teacher_disagreement_score":0.01963616,"about_ca_system_score_codex":0.002957879,"about_ca_system_score_gemma":0.0024347492,"threshold_uncertainty_score":0.103847146},"labels":[],"label_agreement":null},{"id":"W4392817712","doi":"10.2196/50242","title":"Patients’ Perspectives on Plans Generated During Primary Care Visits and Self-Reported Adherence at 3 Months: Data From a Randomized Trial","year":2024,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Patient-Centered Outcomes Research Institute","keywords":"Medicine; Bivariate analysis; Logistic regression; Primary care; Family medicine; Randomized controlled trial; Health plan; Descriptive statistics; Health care; Surgery; Internal medicine","score_opus":0.32813971119990687,"score_gpt":0.46578131165912906,"score_spread":0.1376416004592222,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392817712","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95989305,0.0077413796,0.0016229319,0.0012636508,0.00068771903,0.02368648,0.0018746149,0.000101812955,0.0031284697],"genre_scores_gemma":[0.9547065,0.002282927,0.0036012086,0.0010428688,0.00037780908,0.036211416,0.0007468979,0.000023935609,0.0010063722],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9635562,0.02846286,0.0034259588,0.0015141893,0.001976391,0.0010644858],"domain_scores_gemma":[0.95680565,0.029147912,0.007319806,0.0031466545,0.0016349354,0.001945081],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.022344688,0.0012521538,0.003987757,0.0009474037,0.0013808445,0.001996765,0.0011122709,0.0034767438,0.0096246945],"category_scores_gemma":[0.03739771,0.0007190045,0.0074314885,0.0016378398,0.0023502023,0.0021440499,0.0012806004,0.0032812576,0.00076691847],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9425864,0.0148660485,0.004331611,0.0031443925,0.007602623,0.000062064,0.00073213346,0.00024053974,0.0004097877,0.00019054044,0.0007408191,0.025093008],"study_design_scores_gemma":[0.88426197,0.100248404,0.007565462,0.000577414,0.0049830936,0.000040526098,0.00036659147,0.00035148105,0.00026896942,0.00036493773,0.0009227013,0.000048406528],"about_ca_topic_score_codex":0.0019242056,"about_ca_topic_score_gemma":0.0037892861,"teacher_disagreement_score":0.022344688,"about_ca_system_score_codex":0.0017572842,"about_ca_system_score_gemma":0.0037051912,"threshold_uncertainty_score":0.11817145},"labels":[],"label_agreement":null},{"id":"W4392870775","doi":"10.2196/56204","title":"Suicide Prevention by Peers Offering Recovery Tactics (SUPPORT) for US Veterans With Serious Mental Illness: Community Engagement Approach","year":2024,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"U.S. Department of Veterans Affairs","keywords":"Mental illness; Psychology; Community engagement; Mental health; Computer security; Psychiatry; Public relations; Political science; Computer science","score_opus":0.1733165146970532,"score_gpt":0.40913004812134274,"score_spread":0.23581353342428954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392870775","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9156067,0.0019790353,0.015093584,0.021110043,0.00058021705,0.007202089,0.00009413058,0.00017640903,0.038157735],"genre_scores_gemma":[0.9790927,0.0013855927,0.012275683,0.0013134563,0.00016340299,0.0030094048,0.0000618489,0.00001489734,0.0026829925],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99344254,0.004992539,0.00011518166,0.00027276075,0.00038315135,0.00079380133],"domain_scores_gemma":[0.9962962,0.0011508996,0.00019479536,0.00014048176,0.00038252037,0.0018350703],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005417128,0.0005115735,0.00032972905,0.001084216,0.004130997,0.0024857717,0.0020431187,0.0012565905,0.0052238214],"category_scores_gemma":[0.008942231,0.00027241785,0.00067690486,0.00048527122,0.0013171316,0.0018041881,0.008362454,0.0016889161,0.00038519234],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004404293,0.014752312,0.031647027,0.0023822102,0.0002665894,0.002290434,0.22824349,0.0010435551,0.0021815116,0.010030193,0.018581059,0.68814117],"study_design_scores_gemma":[0.001670061,0.0147865405,0.054780044,0.0054826443,0.0006503652,0.0025864807,0.76459044,0.0059553054,0.0034460814,0.020773485,0.1251196,0.00015887995],"about_ca_topic_score_codex":0.0033543142,"about_ca_topic_score_gemma":0.012726405,"teacher_disagreement_score":0.005417128,"about_ca_system_score_codex":0.002387676,"about_ca_system_score_gemma":0.011814578,"threshold_uncertainty_score":0.028648853},"labels":[],"label_agreement":null},{"id":"W4392973815","doi":"10.2196/50092","title":"The Effect of Using a Client-Accessible Health Record on Perceived Quality of Care: Interview Study Among Parents and Adolescents","year":2024,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychology; Quality (philosophy); Health care; Family medicine; Nursing; Medicine","score_opus":0.25784200127037055,"score_gpt":0.5730387320472775,"score_spread":0.31519673077690696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392973815","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9993919,0.000093107636,0.00008443545,0.00008474313,0.0000029084053,0.000037641705,0.000026182064,9.432543e-7,0.00027823166],"genre_scores_gemma":[0.99923277,0.00021922748,0.00019627973,0.000077119555,0.0000026877763,0.00008899639,0.000023814478,0.0000012925099,0.00015768243],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9968827,0.002104319,0.00022129042,0.00017998437,0.00024970464,0.00036210846],"domain_scores_gemma":[0.9887111,0.0076177865,0.0018220756,0.00018194909,0.00103541,0.00063157553],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0067395135,0.0002204102,0.0003752604,0.0009314846,0.0017244517,0.0019044455,0.0004125247,0.00069510494,0.0013016075],"category_scores_gemma":[0.015144035,0.00059750903,0.00041060834,0.0007570484,0.0012974469,0.0011423363,0.0012390433,0.0013658623,0.00012419255],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000092107235,0.00028205948,0.30689624,0.00016595343,0.00002288353,0.0008307792,0.68400276,0.00004228809,0.0009742655,0.00022728466,0.00020259971,0.0062607867],"study_design_scores_gemma":[0.000013471494,0.0005123727,0.1797618,0.00018730978,0.000033477267,0.00050452846,0.81585854,0.00021402117,0.0005914313,0.000053832042,0.0022489836,0.000020169391],"about_ca_topic_score_codex":0.00663227,"about_ca_topic_score_gemma":0.008079253,"teacher_disagreement_score":0.0067395135,"about_ca_system_score_codex":0.0018698181,"about_ca_system_score_gemma":0.001557545,"threshold_uncertainty_score":0.035642385},"labels":[],"label_agreement":null},{"id":"W4393082246","doi":"10.2196/49262","title":"Investigating Patient Satisfaction Through Web-Based Reviews of Norwegian Dentists: Quantitative Study Using the Meaning Extraction Method","year":2024,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Dental Anxiety and Anesthesia Techniques","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Universitetet i Bergen; Universitetet i Tromsø","keywords":"Norwegian; Meaning (existential); Extraction (chemistry); Psychology; Computer science; Dentistry; Medicine; Information retrieval; Linguistics; Chromatography; Chemistry; Philosophy; Psychotherapist","score_opus":0.19897126145857574,"score_gpt":0.4613574953631341,"score_spread":0.26238623390455834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393082246","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99487174,0.0008606222,0.001378611,0.0002586532,0.00002299727,0.0006991666,0.0006956015,0.000015959333,0.0011967241],"genre_scores_gemma":[0.98972535,0.0011861132,0.005064472,0.00025761203,0.000035786514,0.0024259568,0.00055511243,0.000027659793,0.00072194915],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.970464,0.019162554,0.0040673814,0.0012871536,0.0044560838,0.00056290143],"domain_scores_gemma":[0.87676173,0.09414497,0.015460282,0.001332328,0.011324853,0.0009757645],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01560626,0.0003531779,0.001086955,0.0043812613,0.0012016033,0.0019576736,0.0006131191,0.00062878913,0.0012577447],"category_scores_gemma":[0.080333896,0.00042514593,0.000679249,0.004093579,0.0012190052,0.0014131509,0.0018255267,0.0007052308,0.00025362603],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009465683,0.0006410803,0.2619774,0.008414133,0.00026787023,0.0021729763,0.5818521,0.00035052566,0.007761708,0.00040483917,0.002739049,0.13247176],"study_design_scores_gemma":[0.00014483398,0.0019909535,0.51400656,0.0034130183,0.00031926483,0.0025347162,0.4477248,0.0021600984,0.005525186,0.000384453,0.021569781,0.00022631313],"about_ca_topic_score_codex":0.0017464719,"about_ca_topic_score_gemma":0.0034842058,"teacher_disagreement_score":0.01560626,"about_ca_system_score_codex":0.0021916325,"about_ca_system_score_gemma":0.0029745079,"threshold_uncertainty_score":0.08253473},"labels":[],"label_agreement":null},{"id":"W4398155840","doi":"10.2196/60666","title":"Examining the Spillover Economic Impacts of Caregiving Among Families of Children With Medical Complexity to Inform Inclusive Economic Models: Qualitative Study","year":2024,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Preprint; Spillover effect; Psychology; Qualitative research; Developmental psychology; Gerontology; Medicine; Sociology; Economics; Computer science; Geography; Social science","score_opus":0.14571552383421052,"score_gpt":0.42752047591499454,"score_spread":0.28180495208078404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398155840","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98806703,0.001243093,0.0026239268,0.0024827411,0.000041227464,0.00043500282,0.0003082388,0.000008285884,0.004790396],"genre_scores_gemma":[0.99535286,0.001293552,0.0014830818,0.0005038666,0.000011958279,0.0004639619,0.00006719495,0.000008415498,0.00081514247],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9937763,0.0046509905,0.00017813763,0.0002633477,0.00039616995,0.0007350463],"domain_scores_gemma":[0.979502,0.016663486,0.001400171,0.00040070165,0.0011994814,0.00083418435],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013356989,0.00041531184,0.0006210577,0.0023223958,0.008329998,0.0029600314,0.0015580233,0.00094984093,0.003084151],"category_scores_gemma":[0.021300942,0.00046098017,0.00041579435,0.0020522205,0.0058768606,0.003975265,0.005210801,0.0017114035,0.00014722765],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002247598,0.000045134027,0.008617777,0.00025997526,0.0000074995532,0.0011725643,0.9816358,0.000085897605,0.00024180577,0.002255226,0.0006230288,0.005032665],"study_design_scores_gemma":[0.0000019420452,0.000015367259,0.0015265117,0.00019095314,0.0000029771224,0.00017076395,0.99510336,0.00007296345,0.000087043365,0.00033670632,0.0024856108,0.000005724899],"about_ca_topic_score_codex":0.015439918,"about_ca_topic_score_gemma":0.026333308,"teacher_disagreement_score":0.015439918,"about_ca_system_score_codex":0.008631128,"about_ca_system_score_gemma":0.0067007462,"threshold_uncertainty_score":0.07063931},"labels":[],"label_agreement":null},{"id":"W4398204838","doi":"10.2196/55705","title":"Shifting Grounds—Facilitating Self-Care in Testing for Sexually Transmitted Infections Through the Use of Self-Test Technology: Qualitative Study","year":2024,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Test (biology); Self care; Medicine; Psychology; Health care; Biology","score_opus":0.18692720727062132,"score_gpt":0.4478324472592041,"score_spread":0.26090523998858284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398204838","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98350245,0.00077715004,0.004724312,0.002339978,0.00009845063,0.0007705207,0.00018400369,0.000029314151,0.0075738044],"genre_scores_gemma":[0.99163085,0.00068747916,0.0027293402,0.0008874233,0.00002006316,0.00060594827,0.0000762328,0.000028583483,0.0033342068],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98613495,0.010980816,0.0002524252,0.00057275913,0.00070331746,0.0013557874],"domain_scores_gemma":[0.9788088,0.016767927,0.0009702643,0.0005136025,0.001243552,0.0016958562],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.016064534,0.0005618961,0.00072992087,0.0014734918,0.008215581,0.003674064,0.002325843,0.0018681528,0.0036739314],"category_scores_gemma":[0.016982412,0.00065560604,0.0006263505,0.0012049444,0.010090458,0.00362414,0.0060664825,0.0026674871,0.00043196804],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003132608,0.00008571521,0.0016273912,0.00018979156,0.000004020229,0.0006226644,0.991169,0.00002649394,0.000695503,0.0011598695,0.00042240307,0.0039659324],"study_design_scores_gemma":[0.000006537865,0.00006777832,0.0009130238,0.00017943552,0.000004038616,0.00020332437,0.99228865,0.00010084147,0.00031150292,0.00030204226,0.0056132674,0.000009530026],"about_ca_topic_score_codex":0.0047203694,"about_ca_topic_score_gemma":0.0069655534,"teacher_disagreement_score":0.016064534,"about_ca_system_score_codex":0.004377891,"about_ca_system_score_gemma":0.0056860745,"threshold_uncertainty_score":0.084958434},"labels":[],"label_agreement":null},{"id":"W4400456591","doi":"10.2196/55882","title":"Implementation of a Recovery College Embedded in a Swedish Psychiatry Organization: Qualitative Case Study","year":2024,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Qualitative research; Medical education; Psychology; Mental health; Service (business); Public relations; Nursing; Medicine; Political science; Business; Psychiatry; Sociology","score_opus":0.4073187798509105,"score_gpt":0.6051962120772115,"score_spread":0.19787743222630105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400456591","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99110085,0.00035645292,0.00271389,0.001754035,0.00005941499,0.000543162,0.00007660999,0.000014828173,0.0033807396],"genre_scores_gemma":[0.99355245,0.00057886523,0.0025365828,0.000548506,0.000022795304,0.0003067243,0.000039025756,0.000013497724,0.0024016227],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98992705,0.007446803,0.0002302022,0.0004344846,0.00059033075,0.0013711262],"domain_scores_gemma":[0.9875042,0.008134084,0.0011877524,0.0004597127,0.00071193074,0.0020022641],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009847526,0.00045449697,0.000519698,0.0010034542,0.009706395,0.0028867098,0.0023864713,0.0021220027,0.0024449946],"category_scores_gemma":[0.01105264,0.00058334577,0.00051610795,0.0010417035,0.0068199844,0.0022246672,0.0050373347,0.002712127,0.00030063756],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000128563,0.0006940771,0.00611333,0.0004106921,0.00001520424,0.009952023,0.96227485,0.00027137663,0.001306817,0.0029937944,0.0013725536,0.014466761],"study_design_scores_gemma":[0.0000144248,0.00026765492,0.0027545157,0.00028400024,0.000009791288,0.0014422091,0.9845932,0.00026136494,0.00065311993,0.0003960534,0.009301795,0.000021834434],"about_ca_topic_score_codex":0.0068683564,"about_ca_topic_score_gemma":0.016241278,"teacher_disagreement_score":0.009847526,"about_ca_system_score_codex":0.006541762,"about_ca_system_score_gemma":0.006592254,"threshold_uncertainty_score":0.05207932},"labels":[],"label_agreement":null},{"id":"W4401535039","doi":"10.2196/58096","title":"Understanding the Values, Qualities, and Preferences of Patients in Their Relationships With Obstetrics and Gynecology Providers: Cross-Sectional Survey With a Mixed Methods Approach","year":2024,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"University of South Carolina","keywords":"Preprint; Cross-sectional study; Ideal (ethics); Medicine; Obstetrics and gynaecology; Family medicine; Psychology; Computer science; Pregnancy; Political science; World Wide Web","score_opus":0.7454034308272578,"score_gpt":0.5242858505342496,"score_spread":0.2211175802930082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401535039","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.994464,0.00040441405,0.0014215166,0.00052128936,0.00001903881,0.0012136453,0.00065493985,0.00000859465,0.0012924573],"genre_scores_gemma":[0.9866238,0.0011315391,0.005470761,0.0014473213,0.000036551617,0.003922615,0.0005153511,0.00000831156,0.00084372767],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9911867,0.00569873,0.0011279844,0.00042807925,0.00088611216,0.00067251787],"domain_scores_gemma":[0.98896015,0.0056647314,0.0023508123,0.00049487397,0.0017760963,0.0007534438],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014774958,0.00035087636,0.0005333148,0.0019210852,0.0016229723,0.0017428983,0.000684655,0.0007070741,0.0025667544],"category_scores_gemma":[0.015530432,0.0005312574,0.00070385,0.0017313781,0.0008883817,0.0016159357,0.0021723383,0.0010830763,0.0005257061],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031986274,0.0015706097,0.8179235,0.0011854386,0.0001864407,0.0006513132,0.12592813,0.00015757947,0.001764125,0.00053923175,0.0025954894,0.047178242],"study_design_scores_gemma":[0.00012857642,0.004020888,0.6052705,0.0013305864,0.00018190705,0.0013680038,0.36971894,0.0016732049,0.0018606615,0.0008792441,0.013431631,0.00013587203],"about_ca_topic_score_codex":0.0033372578,"about_ca_topic_score_gemma":0.0067890477,"teacher_disagreement_score":0.014774958,"about_ca_system_score_codex":0.0014362684,"about_ca_system_score_gemma":0.0024524457,"threshold_uncertainty_score":0.07813841},"labels":[],"label_agreement":null},{"id":"W4401639247","doi":"10.2196/56673","title":"Public Involvement and Engagement in Big Data Research: Scoping Review","year":2024,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Research Data Management Practices","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Department of Health and Social Care; National Institute for Health and Care Research","keywords":"Public engagement; Big data; Context (archaeology); Public involvement; Public relations; Political science; Data science; Psychology; Computer science; Geography; Data mining","score_opus":0.9326184401024001,"score_gpt":0.5924566690299097,"score_spread":0.34016177107249046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401639247","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008951717,0.9851832,0.0015583014,0.00544813,0.0010306174,0.0008924513,0.0003211682,0.000028563205,0.0046424093],"genre_scores_gemma":[0.011801025,0.98104435,0.0020509122,0.0015009753,0.0004048832,0.0023344427,0.00039024992,0.000029273808,0.0004439175],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.91543055,0.04681213,0.018816816,0.0035447883,0.013190082,0.0022057295],"domain_scores_gemma":[0.640829,0.30235392,0.023327012,0.006794358,0.024393853,0.0023019328],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.07338975,0.002256215,0.0050057005,0.026302608,0.004068151,0.013298399,0.0035598252,0.0071823713,0.0093110725],"category_scores_gemma":[0.2754357,0.0021004954,0.0062733795,0.032979228,0.004751282,0.013273164,0.009251084,0.005419176,0.0017558668],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016405198,0.0000896601,0.0012951022,0.6953179,0.0013193422,0.0002288743,0.0055837035,0.0005002794,0.00018533338,0.012709567,0.020253079,0.2623531],"study_design_scores_gemma":[0.000023519784,0.00004897869,0.0008679789,0.90554106,0.0015425725,0.0001671813,0.0026279022,0.00010284145,0.00012669225,0.0031960162,0.085725084,0.000030168132],"about_ca_topic_score_codex":0.008348231,"about_ca_topic_score_gemma":0.012117799,"teacher_disagreement_score":0.92661023,"about_ca_system_score_codex":0.00976909,"about_ca_system_score_gemma":0.051863592,"threshold_uncertainty_score":0.38812673},"labels":[],"label_agreement":null},{"id":"W4403197617","doi":"10.2196/48194","title":"Implementing a Patient Portal for the Remote Follow-Up of Self-Isolating Patients With COVID-19 Infection Through Patient and Stakeholder Engagement (the Opal-COVID Study): Mixed Methods Pilot Study","year":2024,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"McGill University; Polytechnique Montréal; Université de Montréal; McGill University Health Centre","funders":"Canadian Institutes of Health Research; Fondation du cancer des Cèdres; Université de Montréal; McGill University Health Centre; McGill University","keywords":"Coronavirus disease 2019 (COVID-19); Preprint; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Stakeholder; Sars virus; Coronavirus Infections; Psychology; Medicine; Virology; Computer science; Political science; Public relations; Outbreak; World Wide Web; Pathology","score_opus":0.7291441147096965,"score_gpt":0.6625902646152247,"score_spread":0.06655385009447179,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403197617","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97284895,0.00017190489,0.0029180245,0.00047039296,0.000040598636,0.021611437,0.00039264606,0.00006612983,0.0014798869],"genre_scores_gemma":[0.9252647,0.00045714216,0.025133807,0.00090437697,0.000060161157,0.046519637,0.00034230694,0.00003542258,0.0012824587],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.98303264,0.012572996,0.00072878145,0.0007355439,0.0009075477,0.0020225018],"domain_scores_gemma":[0.98372746,0.009178809,0.0013719482,0.0011854382,0.00179406,0.0027422102],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02801194,0.0011199025,0.00085865636,0.0009189471,0.002737404,0.0022403512,0.0023681847,0.0015203744,0.003457228],"category_scores_gemma":[0.019773372,0.0007647087,0.0011669231,0.00076211954,0.0020689622,0.0016985897,0.0044482383,0.0014845309,0.00036436733],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01445951,0.18884712,0.09982894,0.009931379,0.0008315606,0.0020111017,0.1697277,0.0020340087,0.0083984565,0.002447862,0.0054599005,0.49602246],"study_design_scores_gemma":[0.036099713,0.3907956,0.26172292,0.0044088867,0.0017132729,0.0009647468,0.24436326,0.007180891,0.013886639,0.0022116597,0.03601209,0.0006402683],"about_ca_topic_score_codex":0.014367485,"about_ca_topic_score_gemma":0.026541147,"teacher_disagreement_score":0.02801194,"about_ca_system_score_codex":0.00499064,"about_ca_system_score_gemma":0.019797405,"threshold_uncertainty_score":0.14814305},"labels":[],"label_agreement":null},{"id":"W4403558100","doi":"10.2196/48323","title":"Developing a Digital Tool to Calculate Protein Quality in Plant-Based Meals of Older Adults: User Engagement Design Approach With End Users","year":2024,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Agriculture Sustainability and Environmental Impact","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Unitatea Executiva pentru Finantarea Invatamantului Superior, a Cercetarii, Dezvoltarii si Inovarii; European Commission; ZonMw; Innovationsfonden","keywords":"Preprint; Quality (philosophy); Computer science; End user; Human–computer interaction; World Wide Web","score_opus":0.0646670096847631,"score_gpt":0.3166491707227103,"score_spread":0.25198216103794724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403558100","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6358749,0.00036008545,0.33664113,0.0009777371,0.00010406008,0.009126803,0.00036126873,0.0014167045,0.015137281],"genre_scores_gemma":[0.49684608,0.00028618626,0.48134816,0.0006213575,0.000023344783,0.012870938,0.00029448507,0.00024135572,0.007468126],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99110365,0.006851899,0.00037070786,0.00061678054,0.00065060356,0.00040626284],"domain_scores_gemma":[0.98482597,0.011513922,0.0004918342,0.00071703416,0.0016318118,0.0008194193],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.017476743,0.0012125468,0.00056932046,0.001504031,0.0014704242,0.003518289,0.001882314,0.0013561138,0.004304343],"category_scores_gemma":[0.017254004,0.00059560797,0.00086919306,0.0006350357,0.0017370047,0.0024220669,0.004161048,0.0012371106,0.00093689543],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002237971,0.0052848184,0.035529368,0.005350637,0.00023119201,0.0020285554,0.5034775,0.0030472022,0.051841903,0.011336605,0.0055872705,0.37404692],"study_design_scores_gemma":[0.0031438714,0.03254336,0.056341354,0.0057457606,0.0015145687,0.003555081,0.39747477,0.052360047,0.09582395,0.026605045,0.324101,0.0007912055],"about_ca_topic_score_codex":0.0006582785,"about_ca_topic_score_gemma":0.0010068432,"teacher_disagreement_score":0.017476743,"about_ca_system_score_codex":0.0012870088,"about_ca_system_score_gemma":0.001616072,"threshold_uncertainty_score":0.092426956},"labels":[],"label_agreement":null},{"id":"W4403565671","doi":"10.2196/57528","title":"From English to “Englishes”: A Process Perspective on Enhancing the Linguistic Responsiveness of Culturally Tailored Cancer Prevention Interventions","year":2024,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Interpreting and Communication in Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; Clinical and Translational Science Institute, University of Florida; National Institutes of Health","keywords":"Preprint; Psychological intervention; Linguistics; Perspective (graphical); Process (computing); Psychology; Sociology; Computer science; Philosophy; Artificial intelligence","score_opus":0.17515444223549087,"score_gpt":0.5625287943127757,"score_spread":0.3873743520772848,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403565671","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4030446,0.008857816,0.19320866,0.103474826,0.001178444,0.0023319712,0.00012384751,0.0004920403,0.28728783],"genre_scores_gemma":[0.93301314,0.0033391344,0.050052304,0.0054234406,0.00014004581,0.0009589826,0.000040062157,0.00013194737,0.0069010477],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9748439,0.021594984,0.00038015845,0.0007076681,0.0013656865,0.0011075536],"domain_scores_gemma":[0.9814951,0.013821583,0.0013104157,0.0009001693,0.0013607208,0.0011119965],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.026784455,0.00090156787,0.00040903705,0.0019505974,0.0051778755,0.008706753,0.0019912517,0.0023121687,0.003423018],"category_scores_gemma":[0.026826045,0.00048040276,0.0007645615,0.00079438894,0.013595892,0.0071713454,0.00760466,0.0034609642,0.0006449647],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021888218,0.0012865672,0.009667123,0.0021743323,0.00007320142,0.001146038,0.6224766,0.0010088072,0.007297635,0.18099998,0.003370316,0.17028064],"study_design_scores_gemma":[0.00024301259,0.0018921375,0.014831811,0.005947743,0.00033896117,0.0011340634,0.44486257,0.003908649,0.015062398,0.26723745,0.24434994,0.00019131089],"about_ca_topic_score_codex":0.00428073,"about_ca_topic_score_gemma":0.0051526134,"teacher_disagreement_score":0.026784455,"about_ca_system_score_codex":0.004860788,"about_ca_system_score_gemma":0.012555214,"threshold_uncertainty_score":0.14165139},"labels":[],"label_agreement":null},{"id":"W4403730914","doi":"10.2196/64508","title":"A Practical Guide to Participatory Design Sessions for the Development of Information Visualizations: Tutorial","year":2024,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Information Architecture and Usability","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Nursing Research; National Center for Advancing Translational Sciences; Agency for Healthcare Research and Quality; National Institute on Aging; National Institutes of Health","keywords":"Preprint; Citizen journalism; Computer science; Participatory design; Human–computer interaction; World Wide Web; Engineering","score_opus":0.1835596175732897,"score_gpt":0.4651208496036171,"score_spread":0.2815612320303274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403730914","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0037965684,0.0072303466,0.8107531,0.013634314,0.0050472273,0.026890425,0.0062202914,0.019296251,0.10713147],"genre_scores_gemma":[0.007974652,0.0067325667,0.8360103,0.0055021476,0.0007259452,0.043380965,0.0030478295,0.003630692,0.09299492],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99077165,0.006292009,0.00060858804,0.0005324042,0.001377533,0.00041784105],"domain_scores_gemma":[0.9771155,0.015436675,0.0009184293,0.0013361718,0.0039675944,0.0012256234],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012764546,0.0024825188,0.0012520297,0.0026440483,0.0022666415,0.0036080573,0.0032195724,0.0031785455,0.12298492],"category_scores_gemma":[0.031047698,0.0015946028,0.0014210308,0.002061454,0.0018356494,0.004246889,0.0048219175,0.004731029,0.061881043],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015776773,0.00047451604,0.00016949396,0.0031775078,0.000020760923,0.0004752937,0.010241739,0.001205648,0.003121934,0.020133158,0.63145787,0.3293643],"study_design_scores_gemma":[0.000053599604,0.00014525998,0.000242907,0.0012090433,0.0000051388547,0.0003552153,0.0010698937,0.0005491272,0.00054753985,0.008195278,0.9875858,0.000041127172],"about_ca_topic_score_codex":0.0016130728,"about_ca_topic_score_gemma":0.0041303555,"teacher_disagreement_score":0.12298492,"about_ca_system_score_codex":0.0019079754,"about_ca_system_score_gemma":0.0054620975,"threshold_uncertainty_score":0.41142553},"labels":[],"label_agreement":null},{"id":"W4404231752","doi":"10.2196/54841","title":"Assessing the Quality of an Online Democratic Deliberation on COVID-19 Pandemic Triage Protocols for Access to Critical Care in an Extreme Pandemic Context: Mixed Methods Study","year":2024,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Polytechnique Montréal; École Nationale d'Administration Publique; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Hamilton Health Sciences; University of Ottawa; Centre Hospitalier Universitaire Sainte-Justine; Université de Sherbrooke; Université du Québec à Montréal; McGill University Health Centre; Université de Montréal","funders":"Canadian Institutes of Health Research","keywords":"Pandemic; Deliberation; Context (archaeology); Coronavirus disease 2019 (COVID-19); Triage; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Quality (philosophy); Political science; Medicine; Medical emergency; Virology; Outbreak; Geography; Politics","score_opus":0.8097119466438779,"score_gpt":0.7151670442171174,"score_spread":0.0945449024267605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404231752","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9916147,0.0003001985,0.0021533559,0.00044602551,0.00002707257,0.0030341898,0.0003334957,0.000014079812,0.0020767786],"genre_scores_gemma":[0.9820862,0.0004211342,0.008721748,0.00056954,0.000035689965,0.006740361,0.00028047874,0.00002080527,0.0011240692],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9388472,0.044169012,0.003274221,0.003562189,0.0064876736,0.0036597443],"domain_scores_gemma":[0.8653337,0.08967655,0.015379819,0.0048937597,0.020577127,0.0041391025],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07488765,0.00089019194,0.001235768,0.0025334058,0.006563077,0.004898467,0.0024071396,0.0011294628,0.0023932515],"category_scores_gemma":[0.09026139,0.00074087695,0.0010994871,0.00306543,0.0054079616,0.002184705,0.0048518865,0.0014850174,0.00017531677],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000876333,0.0013336479,0.12852763,0.0023166034,0.00029384525,0.000592114,0.8001824,0.00034177594,0.0014567011,0.0011364339,0.0012857536,0.06165666],"study_design_scores_gemma":[0.00024695753,0.0023523571,0.18406369,0.0022091437,0.00027640368,0.00025800467,0.785369,0.0019032662,0.0024555,0.0011867613,0.019414851,0.00026392363],"about_ca_topic_score_codex":0.103464074,"about_ca_topic_score_gemma":0.2223264,"teacher_disagreement_score":0.103464074,"about_ca_system_score_codex":0.023324274,"about_ca_system_score_gemma":0.030292213,"threshold_uncertainty_score":0.3960485},"labels":[],"label_agreement":null},{"id":"W4404769449","doi":"10.2196/59686","title":"Development of an Online Scenario-Based Tool to Enable Research Participation and Public Engagement in Cystic Fibrosis Newborn Screening: Mixed Methods Study","year":2024,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Public engagement; Data science; Psychology; Computer science; Internet privacy; Political science; World Wide Web; Public relations","score_opus":0.3495455843017835,"score_gpt":0.5372299986697986,"score_spread":0.18768441436801508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404769449","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8819519,0.00037944556,0.056861978,0.0020003282,0.00018435912,0.042602066,0.0020384607,0.00045501036,0.013526375],"genre_scores_gemma":[0.6673702,0.00077678636,0.21443576,0.0016330187,0.00009625226,0.11043332,0.0013630439,0.00017317825,0.0037184134],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9527083,0.041026693,0.0017604154,0.0014365433,0.0015821664,0.001485925],"domain_scores_gemma":[0.904612,0.07675191,0.0033548807,0.0044831107,0.0073232627,0.0034748442],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.073375665,0.0011485858,0.00087617623,0.002556801,0.0032594255,0.0047933604,0.0029168979,0.002027449,0.009321339],"category_scores_gemma":[0.090538956,0.0010103004,0.0013831853,0.0016473981,0.0014814071,0.0049138693,0.006362196,0.0024422875,0.0016000842],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021941392,0.019504827,0.0432248,0.0061519165,0.0002556664,0.0031743988,0.45165226,0.0026449892,0.0034119394,0.007849748,0.011242319,0.44869304],"study_design_scores_gemma":[0.004398297,0.023203455,0.054598298,0.01159264,0.00090670947,0.002452684,0.6846188,0.025388805,0.011706996,0.020498773,0.15973708,0.0008975589],"about_ca_topic_score_codex":0.0011050628,"about_ca_topic_score_gemma":0.0027035717,"teacher_disagreement_score":0.92662436,"about_ca_system_score_codex":0.003436957,"about_ca_system_score_gemma":0.005962578,"threshold_uncertainty_score":0.38805223},"labels":[],"label_agreement":null},{"id":"W4405099261","doi":"10.2196/56970","title":"Self-Induced Mania Methods and Motivations Reported in Online Forums: Observational Qualitative Study","year":2024,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Hypomania; Mania; Bipolar disorder; Observational study; Psychology; Clinical psychology; Psychiatry; Medicine; Psychotherapist; Mood; Internal medicine","score_opus":0.3636114327647592,"score_gpt":0.551030996421815,"score_spread":0.18741956365705575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405099261","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969894,0.00022816958,0.0010713759,0.00024293158,0.000015942625,0.00031475033,0.00017823529,0.000011703161,0.0009474487],"genre_scores_gemma":[0.9960871,0.00045747036,0.0015791408,0.00025645638,0.000020725229,0.0007253753,0.000119246695,0.000015788633,0.0007386778],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9937884,0.004425225,0.00030446626,0.00037178988,0.00054646394,0.00056361785],"domain_scores_gemma":[0.9742304,0.018441534,0.0029786308,0.00065726123,0.0019503568,0.001741775],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011363765,0.00043053945,0.00062443665,0.0020041065,0.0032453188,0.001702947,0.0008930529,0.0009208452,0.0020206498],"category_scores_gemma":[0.02521985,0.0005896745,0.00044411357,0.0009205864,0.0030702308,0.0028895936,0.0031209546,0.0012179868,0.00029924721],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012626185,0.00033117144,0.045169573,0.0006211718,0.000015403053,0.00095125375,0.937136,0.000041480343,0.0018494623,0.0005898411,0.00061054114,0.012557826],"study_design_scores_gemma":[0.000027254173,0.0003822945,0.036437813,0.0005839157,0.00001756704,0.00059257867,0.9523881,0.000358213,0.0007855504,0.00041437324,0.007969624,0.000042616135],"about_ca_topic_score_codex":0.0023007537,"about_ca_topic_score_gemma":0.0046416544,"teacher_disagreement_score":0.011363765,"about_ca_system_score_codex":0.0017288802,"about_ca_system_score_gemma":0.0020650672,"threshold_uncertainty_score":0.060098052},"labels":[],"label_agreement":null},{"id":"W4405115096","doi":"10.2196/60263","title":"Assessing Physician and Patient Agreement on Whether Patient Outcomes Captured in Clinical Progress Notes Reflect Treatment Success: Cross-Sectional Study","year":2024,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Shoulder Injury and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Agency for Healthcare Research and Quality","keywords":"Preprint; Cross-sectional study; Medicine; Family medicine; Psychology; Pathology; Computer science","score_opus":0.23119229624037949,"score_gpt":0.5319181130666505,"score_spread":0.300725816826271,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405115096","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99723744,0.00020958632,0.0007735328,0.000088203844,0.000015533886,0.00017411177,0.0008321088,0.000007699495,0.0006618506],"genre_scores_gemma":[0.9976665,0.00009374675,0.00083468674,0.00010465308,0.000025960238,0.00020775905,0.0009514221,0.0000061139353,0.000109256245],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9779937,0.011889452,0.0033292682,0.0027091524,0.0031734335,0.00090503076],"domain_scores_gemma":[0.88291174,0.050722267,0.044542953,0.006579589,0.012765355,0.002477981],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02902073,0.00037313765,0.00073988247,0.0024760596,0.0008881824,0.0014481837,0.001059794,0.000991223,0.0017242155],"category_scores_gemma":[0.067619525,0.0006166865,0.0010081356,0.002177017,0.0010514465,0.0024164394,0.001965883,0.0012024444,0.00050634576],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008552186,0.00009216751,0.9981371,0.00002274318,0.00009416021,0.000012913161,0.0005211479,0.000034960332,0.000036371923,0.00002253449,0.00011264924,0.00082766847],"study_design_scores_gemma":[0.000020543712,0.0004952668,0.9964888,0.00003489125,0.000064332125,0.00014072549,0.0016351235,0.0005914002,0.00009855585,0.000046865014,0.00037109977,0.000012369379],"about_ca_topic_score_codex":0.0029187861,"about_ca_topic_score_gemma":0.0031616464,"teacher_disagreement_score":0.02902073,"about_ca_system_score_codex":0.00080874225,"about_ca_system_score_gemma":0.0009211409,"threshold_uncertainty_score":0.15347809},"labels":[],"label_agreement":null},{"id":"W4405833249","doi":"10.2196/50828","title":"Value Propositions for Digital Shared Medication Plans to Boost Patient–Health Care Professional Partnerships: Co-Design Study","year":2024,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Hôpitaux Universitaires de Genève","keywords":"Preprint; Value (mathematics); Plan (archaeology); Knowledge management; Computer science; World Wide Web; Geography","score_opus":0.26047664263882986,"score_gpt":0.548680802015201,"score_spread":0.2882041593763711,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405833249","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92414016,0.000632573,0.042745028,0.001692218,0.00012646707,0.020297527,0.00018400236,0.00006344825,0.010118529],"genre_scores_gemma":[0.9127466,0.0003632963,0.057803497,0.00064245187,0.000032249485,0.026966715,0.00007849285,0.000030065099,0.0013366389],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.89364916,0.09394817,0.0023944464,0.0029840488,0.003022726,0.004001436],"domain_scores_gemma":[0.8306228,0.14359228,0.005712639,0.0051030433,0.010203221,0.004766084],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08566476,0.0010488944,0.0009897108,0.0032921922,0.0054291263,0.0062020975,0.0021540823,0.0027660432,0.0055178944],"category_scores_gemma":[0.07572131,0.00093892385,0.001435092,0.0018269079,0.0058822283,0.005033003,0.008242889,0.0025453304,0.0006293452],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00232792,0.010620681,0.02719595,0.0062762406,0.00023284138,0.0016601834,0.7539499,0.0019433291,0.003151986,0.029778812,0.0021407816,0.16072136],"study_design_scores_gemma":[0.0030440858,0.0143369585,0.014084665,0.0043676575,0.00049230264,0.0007783823,0.88117075,0.0076133865,0.0077891145,0.019785961,0.046335474,0.00020125847],"about_ca_topic_score_codex":0.0010718942,"about_ca_topic_score_gemma":0.0017178702,"teacher_disagreement_score":0.08566476,"about_ca_system_score_codex":0.009242151,"about_ca_system_score_gemma":0.016118385,"threshold_uncertainty_score":0.45304394},"labels":[],"label_agreement":null},{"id":"W4406612978","doi":"10.2196/49941","title":"Using Community Engagement to Create a Telecoaching Intervention to Improve Self-Management in Adolescents and Young Adults With Cystic Fibrosis: Qualitative Study","year":2025,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Cystic Fibrosis Foundation","keywords":"Thematic analysis; Intervention (counseling); Psychological intervention; Focus group; Qualitative research; Population; Medicine; Psychology; Self-management; Nursing; Computer science","score_opus":0.08386448712240661,"score_gpt":0.4483217508661402,"score_spread":0.36445726374373355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406612978","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98681855,0.00070454244,0.0031077096,0.0022510604,0.00009587183,0.001955528,0.0001761761,0.000028208235,0.0048623444],"genre_scores_gemma":[0.989804,0.0006543727,0.004542495,0.0011123628,0.000026885125,0.0022365365,0.00009700374,0.000018828687,0.0015074839],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9907402,0.0071937777,0.00021587087,0.0005463288,0.00042465498,0.00087910076],"domain_scores_gemma":[0.9875745,0.008764666,0.0006627596,0.00040181057,0.0009706046,0.0016256259],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012120334,0.0005218857,0.00063862215,0.0014502559,0.007797245,0.0021095783,0.0018085239,0.0013534203,0.0029242602],"category_scores_gemma":[0.0139573505,0.000440386,0.00055293593,0.0009401732,0.0052583604,0.0021341313,0.006313679,0.002040466,0.0002450681],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000104462895,0.0006736574,0.006928259,0.0005655028,0.00001545434,0.0010529024,0.9612669,0.000065137836,0.0011035738,0.0014357315,0.0011543366,0.025634049],"study_design_scores_gemma":[0.000055202097,0.00038413602,0.0049528517,0.00061611587,0.000020292848,0.0003061014,0.9796138,0.0002032596,0.0006240625,0.00060960837,0.012592573,0.000021998478],"about_ca_topic_score_codex":0.005953913,"about_ca_topic_score_gemma":0.013505975,"teacher_disagreement_score":0.012120334,"about_ca_system_score_codex":0.004233199,"about_ca_system_score_gemma":0.006914989,"threshold_uncertainty_score":0.06409925},"labels":[],"label_agreement":null},{"id":"W4407251940","doi":"10.2196/50225","title":"Impact of Platform Design and Usability on Adherence and Retention: Randomized Web- and Mobile-Based Longitudinal Study","year":2025,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Usability; World Wide Web; Web usability; Computer science; Psychology; Human–computer interaction","score_opus":0.25112532165254187,"score_gpt":0.5344074407440219,"score_spread":0.28328211909148004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407251940","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98834956,0.00018071497,0.0007458645,0.000071853974,0.00008240542,0.009913277,0.00021670021,0.000033744436,0.0004058689],"genre_scores_gemma":[0.97641104,0.00018260641,0.0031036623,0.00024346045,0.00014359826,0.018639253,0.00023623792,0.000011121718,0.0010290077],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9928599,0.004072175,0.0006732459,0.000752245,0.00076839887,0.0008740553],"domain_scores_gemma":[0.9920476,0.0024470086,0.0017862312,0.0012556205,0.0010226787,0.0014408047],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01310701,0.0013789908,0.0017101193,0.0009412868,0.0013318647,0.0013113712,0.0009386391,0.0020272762,0.0038588555],"category_scores_gemma":[0.009225892,0.0009928287,0.0020288406,0.0007098003,0.0014876117,0.0017124726,0.0011848153,0.0022296507,0.0007139525],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.66678226,0.25638977,0.038127318,0.00046588687,0.001364017,0.000087614186,0.00093786727,0.00042254853,0.002761056,0.0001880696,0.00075257407,0.031721137],"study_design_scores_gemma":[0.12468919,0.83472633,0.035442714,0.00007525863,0.000860221,0.000031959393,0.0002627661,0.0011471625,0.0016577193,0.00025019574,0.0008094816,0.00004705192],"about_ca_topic_score_codex":0.0016553466,"about_ca_topic_score_gemma":0.0021622344,"teacher_disagreement_score":0.01310701,"about_ca_system_score_codex":0.0013155062,"about_ca_system_score_gemma":0.0030348196,"threshold_uncertainty_score":0.06931734},"labels":[],"label_agreement":null},{"id":"W4407567391","doi":"10.2196/59608","title":"Developing a Smart Sensing Sock to Prevent Diabetic Foot Ulcers: Qualitative Focus Group and Interview Study","year":2025,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Diabetic Foot Ulcer Assessment and Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Engineering and Physical Sciences Research Council; Department of Health and Social Care; National Institute for Health and Care Research; University of Southampton; Manchester Metropolitan University","keywords":"Focus group; Psychological intervention; Podiatrist; Medicine; Qualitative research; Intervention (counseling); mHealth; Health care; Diabetic foot; Nursing; Family medicine; Physical therapy; Diabetes mellitus; Surgery","score_opus":0.1353683252580841,"score_gpt":0.4445772582682837,"score_spread":0.3092089330101996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407567391","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9867011,0.00055089896,0.005150912,0.0020622185,0.00009071018,0.0014077761,0.00027466,0.000033157867,0.0037286617],"genre_scores_gemma":[0.98355955,0.0011925581,0.0055747996,0.0017595929,0.00004233763,0.0026659786,0.00017301047,0.00004261235,0.004989706],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.991091,0.0063411184,0.00026816395,0.0005011475,0.00049624697,0.0013023078],"domain_scores_gemma":[0.97804046,0.01750084,0.0009031624,0.00031139317,0.0018994544,0.0013446598],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.016346559,0.000923075,0.00090082345,0.0017675909,0.007175768,0.0023741154,0.0018996522,0.002116929,0.0036700985],"category_scores_gemma":[0.016185619,0.0007430324,0.00054465723,0.0012496518,0.0056561204,0.003180424,0.004804369,0.0025693537,0.00061796966],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005215431,0.00012500818,0.0015133572,0.0002927762,0.0000042733204,0.0005136787,0.9904951,0.00004448763,0.0012812389,0.00054351747,0.0005433741,0.004590946],"study_design_scores_gemma":[0.000014588233,0.00014607396,0.0010345889,0.00024460524,0.0000056888634,0.00013183676,0.9928812,0.00014097465,0.00049601204,0.00023821747,0.0046529737,0.000013200906],"about_ca_topic_score_codex":0.005196019,"about_ca_topic_score_gemma":0.0069675157,"teacher_disagreement_score":0.016346559,"about_ca_system_score_codex":0.005182303,"about_ca_system_score_gemma":0.005331042,"threshold_uncertainty_score":0.08644992},"labels":[],"label_agreement":null},{"id":"W4408804329","doi":"10.2196/59806","title":"A Brief Video-Based Intervention to Improve Digital Health Literacy for Individuals With Bipolar Disorder: Intervention Development and Results of a Single-Arm Quantitative Pilot Study","year":2025,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Preprint; Intervention (counseling); Literacy; Psychology; Psychological intervention; Randomized controlled trial; Medicine; Medical education; Computer science; Psychiatry; World Wide Web; Pedagogy; Surgery","score_opus":0.10690522596338958,"score_gpt":0.4601690293281193,"score_spread":0.35326380336472973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408804329","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93249846,0.0003024252,0.0025516304,0.00035181764,0.00019876171,0.06037267,0.00072358194,0.00014083245,0.0028598795],"genre_scores_gemma":[0.7565082,0.0011015974,0.035059407,0.00063854415,0.00022991549,0.20118284,0.0009235722,0.000033244363,0.0043228194],"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","domain_scores_codex":[0.99838126,0.00076463347,0.00014456084,0.00021525806,0.00019499278,0.00029927975],"domain_scores_gemma":[0.9980241,0.00094275473,0.00020923279,0.00010744631,0.00034090824,0.0003756154],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029225242,0.0012166295,0.0011678821,0.0010641757,0.0011697152,0.0006751791,0.000977776,0.0011251367,0.007105405],"category_scores_gemma":[0.005110378,0.00052727555,0.0009785034,0.000499022,0.00058745814,0.0007056631,0.0011221173,0.0013077409,0.00051719137],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.03641368,0.42037845,0.007886344,0.004520259,0.00042934774,0.00044015486,0.0064597223,0.0010632896,0.010667221,0.00046127767,0.004101654,0.50717866],"study_design_scores_gemma":[0.16320075,0.6702983,0.1341698,0.0016213807,0.0012376658,0.00022274212,0.008410205,0.0030892834,0.0059953234,0.000757787,0.010823457,0.00017328904],"about_ca_topic_score_codex":0.0038467806,"about_ca_topic_score_gemma":0.007823055,"teacher_disagreement_score":0.007105405,"about_ca_system_score_codex":0.0015431606,"about_ca_system_score_gemma":0.0029243869,"threshold_uncertainty_score":0.023769975},"labels":[],"label_agreement":null},{"id":"W4408847693","doi":"10.2196/69578","title":"Experiences and Needs of Core Participants in Surgical Ward Rounds: Qualitative Exploratory Study","year":2025,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Family and Patient Care in Intensive Care Units","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Sygehus Lillebælt; Odense Universitetshospital","keywords":"Qualitative research; Exploratory research; Psychology; Nursing; Focus group; Citizen journalism; Ethnography; Health care; Medicine; Sociology; Computer science","score_opus":0.4723557497375483,"score_gpt":0.5617177488548719,"score_spread":0.08936199911732362,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408847693","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9931365,0.00037517087,0.0022435272,0.0008902022,0.00004210581,0.00040463,0.00011974655,0.00001495018,0.0027730707],"genre_scores_gemma":[0.9941433,0.0006231298,0.0016936032,0.0006085673,0.000022576734,0.0007643699,0.000068109155,0.000024519484,0.0020518308],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9858878,0.0109478785,0.0003353068,0.00063236174,0.0006039817,0.0015926359],"domain_scores_gemma":[0.97875446,0.016675241,0.0011576781,0.00039485516,0.0011866663,0.001831085],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.016093193,0.00086717214,0.0009122408,0.0014714291,0.008756655,0.0038797946,0.0018313479,0.0021356926,0.0029261336],"category_scores_gemma":[0.019937,0.00088670885,0.0005356863,0.0013259256,0.007846989,0.0037004189,0.0065813647,0.0026417507,0.0004886192],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045322064,0.00004255345,0.0014164747,0.00012105989,0.000002862299,0.0007812529,0.9944727,0.000026993805,0.0006914211,0.00029085355,0.0001771453,0.0019312995],"study_design_scores_gemma":[0.0000050215067,0.00007892044,0.00072041224,0.000095915864,0.0000024440917,0.00026321042,0.99592555,0.000039380724,0.00019905186,0.00013031202,0.0025309166,0.000008852913],"about_ca_topic_score_codex":0.0035565388,"about_ca_topic_score_gemma":0.005637515,"teacher_disagreement_score":0.016093193,"about_ca_system_score_codex":0.0034974127,"about_ca_system_score_gemma":0.0037790772,"threshold_uncertainty_score":0.08510995},"labels":[],"label_agreement":null},{"id":"W4409120023","doi":"10.2196/69534","title":"Is This Chatbot Safe and Evidence-Based? A Call for the Critical Evaluation of Generative AI Mental Health Chatbots","year":2025,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Chatbot; Mental health; Psychology; Internet privacy; Computer science; Medicine; World Wide Web; Psychiatry","score_opus":0.3995995031340878,"score_gpt":0.5915934360208156,"score_spread":0.19199393288672778,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409120023","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":"methods","domain_gemma":"evaluation","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":"evaluation","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0139612015,0.052429624,0.08044432,0.81607646,0.01409388,0.00513127,0.00020279187,0.0006746957,0.016985802],"genre_scores_gemma":[0.3991474,0.028457627,0.3664585,0.17293069,0.0059484746,0.022888262,0.00028845252,0.0009388885,0.0029417248],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.22875407,0.67535806,0.04192737,0.0071361307,0.04239877,0.0044255503],"domain_scores_gemma":[0.037942562,0.85233295,0.020303095,0.028171347,0.056122243,0.0051278006],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.7056261,0.0017285042,0.004393911,0.011417037,0.014230778,0.040019687,0.013939355,0.022303201,0.00653493],"category_scores_gemma":[0.8251096,0.0018969119,0.00343196,0.0053417026,0.060644183,0.042777304,0.023938471,0.02607462,0.0017164571],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010521817,0.0010548392,0.006484836,0.040935766,0.00081835286,0.0006984542,0.12599862,0.0012544661,0.0011424758,0.18002032,0.06374923,0.5767904],"study_design_scores_gemma":[0.00077513943,0.0020498224,0.0056054024,0.2648446,0.0011252535,0.0011142257,0.15240157,0.003645091,0.0039028272,0.24997635,0.3138781,0.00068159366],"about_ca_topic_score_codex":0.00461189,"about_ca_topic_score_gemma":0.006668654,"teacher_disagreement_score":0.29437393,"about_ca_system_score_codex":0.02598606,"about_ca_system_score_gemma":0.07916447,"threshold_uncertainty_score":0.36301553},"labels":[],"label_agreement":null},{"id":"W4409168376","doi":"10.2196/69470","title":"Empowering Patients and Caregivers to Use Artificial Intelligence and Computer Vision for Wound Monitoring: Nonrandomized, Single-Arm Feasibility Study","year":2025,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Pressure Ulcer Prevention and Management","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Western University; Jewish General Hospital; Women's College Hospital; McGill University; University of Calgary; McGill University Health Centre; The Scarborough Hospital; Muscular Dystrophy Canada; University of Toronto","funders":"","keywords":"Preprint; Medicine; Engineering; Computer science; World Wide Web","score_opus":0.26455564936736914,"score_gpt":0.5147490173907281,"score_spread":0.25019336802335895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409168376","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.962463,0.00015011257,0.0010077318,0.00022364149,0.00011419745,0.034548737,0.00037291858,0.00004442756,0.001075281],"genre_scores_gemma":[0.9121309,0.0003953958,0.006002186,0.0011388377,0.00022649333,0.077136695,0.00042918662,0.000018057837,0.0025221752],"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","domain_scores_codex":[0.99692094,0.0015538749,0.00022988327,0.0003687659,0.00044558806,0.0004810105],"domain_scores_gemma":[0.99505264,0.0014108781,0.00080967316,0.0006626143,0.0010317549,0.001032407],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0076935934,0.0015510841,0.001503129,0.00068009243,0.0017832555,0.001109147,0.00095096463,0.0016150237,0.0067212703],"category_scores_gemma":[0.008680867,0.00091746816,0.0010772281,0.0004016062,0.0016658534,0.0017587936,0.00096705556,0.0020718775,0.0017734439],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.2770058,0.64145464,0.031560216,0.0008018774,0.00060873386,0.00040105192,0.0018836001,0.00037411446,0.006324065,0.00037093076,0.0031400176,0.036074888],"study_design_scores_gemma":[0.07566286,0.88973194,0.028811036,0.000084276755,0.00023554228,0.00013333432,0.0009920693,0.00052610174,0.0009075048,0.00033617346,0.0025344286,0.000044715187],"about_ca_topic_score_codex":0.0012862423,"about_ca_topic_score_gemma":0.002253217,"teacher_disagreement_score":0.0076935934,"about_ca_system_score_codex":0.00078499166,"about_ca_system_score_gemma":0.0033132115,"threshold_uncertainty_score":0.040688097},"labels":[],"label_agreement":null},{"id":"W4409308926","doi":"10.2196/68911","title":"From Internet to Artificial Intelligence (Al) Bots: Symbiotic Evolutions of Digital Technologies and e-Patients","year":2025,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"FinTech, Crowdfunding, Digital Finance","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; The Internet; Computer science; World Wide Web","score_opus":0.051758939950296526,"score_gpt":0.30587272031367463,"score_spread":0.2541137803633781,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409308926","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12406556,0.03183849,0.049899478,0.3641813,0.0041156695,0.00024548647,0.00033513215,0.0012219349,0.42409694],"genre_scores_gemma":[0.89074945,0.017489094,0.016440446,0.031029357,0.0020281482,0.00019118696,0.00012035135,0.00020464239,0.041747306],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99601436,0.0022415665,0.00014607755,0.00035696,0.0007583562,0.0004827154],"domain_scores_gemma":[0.98963773,0.0059555112,0.0013507734,0.0008023005,0.0009972106,0.0012564408],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0041874046,0.00039188654,0.0003333935,0.0024122864,0.0034508693,0.011555241,0.0014377657,0.004341026,0.012900013],"category_scores_gemma":[0.009953363,0.00029914026,0.00039905502,0.0027580748,0.014485618,0.014928421,0.007403367,0.003909643,0.0025841075],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000934548,0.00014504505,0.008395971,0.0005065405,0.000022519447,0.0009130599,0.019968964,0.0009268615,0.0007494284,0.7475658,0.03183654,0.1888758],"study_design_scores_gemma":[0.000027493299,0.00012771721,0.0044829715,0.0013632539,0.000024788218,0.0016486032,0.025282238,0.0046701985,0.00070884917,0.25563696,0.70595014,0.00007679988],"about_ca_topic_score_codex":0.0019932552,"about_ca_topic_score_gemma":0.00212687,"teacher_disagreement_score":0.012900013,"about_ca_system_score_codex":0.004191576,"about_ca_system_score_gemma":0.003160895,"threshold_uncertainty_score":0.043154895},"labels":[],"label_agreement":null},{"id":"W4409671988","doi":"10.2196/75794","title":"From E-Patients to AI Patients: The Tidal Wave Empowering Patients, Redefining Clinical Relationships, and Transforming Care","year":2025,"lang":"en","type":"editorial","venue":"Journal of Participatory Medicine","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Medicine; Internal medicine; Computer science; World Wide Web","score_opus":0.22180714270571641,"score_gpt":0.4915607990230146,"score_spread":0.2697536563172982,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409671988","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00003667187,0.008293845,0.00013912524,0.05457792,0.93538445,0.000020789954,0.000021228687,0.00003260165,0.0014934232],"genre_scores_gemma":[0.0006076212,0.010260128,0.0001521697,0.02560598,0.9565208,0.000035569446,0.00001667294,0.000034574095,0.0067664147],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9923189,0.0021628994,0.00073447457,0.0007225647,0.0036468343,0.00041420732],"domain_scores_gemma":[0.9494029,0.034247093,0.0015056817,0.0008582936,0.008445851,0.0055400888],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011760933,0.0025117085,0.0024623896,0.0026674606,0.004840533,0.011439365,0.0032956083,0.019291492,0.013323782],"category_scores_gemma":[0.033822104,0.0008241405,0.0019924631,0.0014907271,0.004738766,0.006846556,0.0026685619,0.023759205,0.006442224],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028748755,0.000012686426,0.000020377465,0.00047423036,0.0000121462945,0.00011739424,0.00009979219,0.000022305669,0.000048795802,0.00086622813,0.98823357,0.010063733],"study_design_scores_gemma":[0.000035038014,0.000032062086,0.00014929172,0.0013868837,0.0000354627,0.0002682601,0.00022516208,0.00010345278,0.00008038552,0.0018024007,0.99586415,0.000017300736],"about_ca_topic_score_codex":0.0014127365,"about_ca_topic_score_gemma":0.003952243,"teacher_disagreement_score":0.019291492,"about_ca_system_score_codex":0.0037468956,"about_ca_system_score_gemma":0.0058503128,"threshold_uncertainty_score":0.06219852},"labels":[],"label_agreement":null},{"id":"W4410336675","doi":"10.2196/69679","title":"Proof of Concept for a Digital Framework to Support a Shared Agenda at Surgical Ward Rounds: Participatory Design Study","year":2025,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Sygehus Lillebælt","keywords":"Preprint; Participatory design; Citizen journalism; Proof of concept; Computer science; Knowledge management; Engineering ethics; Medicine; Process management; Engineering; World Wide Web; Operations management; Operating system","score_opus":0.26622402696574876,"score_gpt":0.4835145124007654,"score_spread":0.2172904854350166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410336675","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22126332,0.0009605245,0.6162317,0.0075196335,0.0010538398,0.103171036,0.0008869521,0.0005622615,0.048350643],"genre_scores_gemma":[0.24533765,0.0003962869,0.70041996,0.0011050833,0.00006586352,0.048070062,0.00020207836,0.00011981907,0.0042832205],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.93577904,0.05361263,0.0015642908,0.002427882,0.0048079905,0.0018080916],"domain_scores_gemma":[0.91408926,0.0667386,0.0023984562,0.0057251328,0.007979475,0.0030690592],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08058913,0.0014136719,0.00076475245,0.002146558,0.004950858,0.006029763,0.0031466896,0.0035516163,0.013306052],"category_scores_gemma":[0.06964631,0.0009078135,0.0016832101,0.0011662424,0.0068699108,0.004977976,0.0088304365,0.0030028867,0.0014721397],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016304599,0.0095112,0.0074785138,0.011712886,0.00023988949,0.0027928965,0.3327744,0.0061019366,0.020478908,0.16216771,0.013889627,0.43122154],"study_design_scores_gemma":[0.0069874325,0.019767005,0.0071411384,0.013190763,0.0006227756,0.0022133726,0.26098397,0.019217564,0.03202522,0.09506942,0.5422591,0.00052221573],"about_ca_topic_score_codex":0.0010692974,"about_ca_topic_score_gemma":0.0015970247,"teacher_disagreement_score":0.08058913,"about_ca_system_score_codex":0.0036879177,"about_ca_system_score_gemma":0.013105875,"threshold_uncertainty_score":0.42620116},"labels":[],"label_agreement":null},{"id":"W4410724044","doi":"10.2196/67170","title":"Development of a Cocreated Decision Aid for Patients With Depression—Combining Data-Driven Prediction With Patients’ and Clinicians’ Needs and Perspectives: Mixed Methods Study","year":2025,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Depression (economics); Psychology; Computer science; World Wide Web; Economics","score_opus":0.15016079240940014,"score_gpt":0.494285767846687,"score_spread":0.3441249754372868,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410724044","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80072707,0.009515181,0.10754443,0.0035395476,0.00035681468,0.061564896,0.005181659,0.00029678634,0.0112736765],"genre_scores_gemma":[0.6006437,0.0036546476,0.32593638,0.002278974,0.00013124969,0.06379887,0.0017034578,0.0001117564,0.001740971],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.92807794,0.05959571,0.0049951915,0.0025853335,0.0037120755,0.0010337151],"domain_scores_gemma":[0.8790055,0.10050325,0.0053555206,0.0038675219,0.009501459,0.0017667405],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07943407,0.0011401605,0.0017565273,0.002631107,0.0019088392,0.0048540463,0.0026381526,0.0012808186,0.0055275713],"category_scores_gemma":[0.09520538,0.0010101103,0.0032762915,0.0030713796,0.0010134,0.0023689328,0.0049127755,0.0018846275,0.0006421602],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004630865,0.008958206,0.07469163,0.020881806,0.0028009415,0.0008265201,0.08989293,0.0035054267,0.0012130737,0.006534999,0.006074721,0.7799889],"study_design_scores_gemma":[0.0135942325,0.044923197,0.16050497,0.074510746,0.017796908,0.0032960384,0.3373161,0.10462495,0.024929307,0.043075316,0.17334901,0.0020792522],"about_ca_topic_score_codex":0.0032108738,"about_ca_topic_score_gemma":0.0072244965,"teacher_disagreement_score":0.07943407,"about_ca_system_score_codex":0.00493978,"about_ca_system_score_gemma":0.01021009,"threshold_uncertainty_score":0.42009252},"labels":[],"label_agreement":null},{"id":"W4410733036","doi":"10.2196/65046","title":"Understanding the Experiences of Patients With Pancreatic Cancer: Quantitative Analysis of the Pancreatic Cancer Action Network Patient Registry","year":2025,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Cancer registry; Pancreatic cancer; Patient registry; Cancer; Statistical significance; Depression (economics); Descriptive statistics; Test (biology); Family medicine; Internal medicine","score_opus":0.2008844235279858,"score_gpt":0.4431357833857062,"score_spread":0.2422513598577204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410733036","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9964348,0.00018332237,0.0002748129,0.000620418,0.000011932079,0.0001157283,0.0005719154,0.0000079931,0.0017791903],"genre_scores_gemma":[0.99842834,0.00020945472,0.00039559425,0.00012796606,0.000010034841,0.00020527642,0.00044501215,0.0000068243908,0.00017155673],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98546636,0.010507043,0.0011569035,0.00059150025,0.0015179535,0.00076025317],"domain_scores_gemma":[0.95401835,0.024161614,0.013693618,0.0019344348,0.003859165,0.00233288],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015929189,0.00019580085,0.0004664884,0.0018453179,0.0013223775,0.0021863189,0.0010062692,0.00051845,0.0016346097],"category_scores_gemma":[0.06454226,0.00027647798,0.00056599785,0.002058817,0.0012601352,0.0026556815,0.0042425278,0.0010923675,0.00019578385],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019262907,0.0001467155,0.8234635,0.0002604917,0.00011375938,0.00020848362,0.15590447,0.00020994089,0.00025017792,0.0004954088,0.0020836554,0.016670747],"study_design_scores_gemma":[0.000014998483,0.00024276004,0.72180206,0.00024322268,0.000040117087,0.00046514694,0.26909852,0.0005673331,0.00015603223,0.00021752839,0.007098519,0.000053816846],"about_ca_topic_score_codex":0.0041781827,"about_ca_topic_score_gemma":0.004995373,"teacher_disagreement_score":0.015929189,"about_ca_system_score_codex":0.0016263315,"about_ca_system_score_gemma":0.002024838,"threshold_uncertainty_score":0.08424264},"labels":[],"label_agreement":null},{"id":"W4410880804","doi":"10.2196/72015","title":"Seek and Ye Shall Not Find (Yet): Searching Clinical Trial Registries for Trials Designed With Patients—A Call to Action","year":2025,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Clinical trial; Plain language; Medicine; Call to action; Alternative medicine; Action (physics); Perspective (graphical); Computer science; Pathology; Artificial intelligence; Business","score_opus":0.8864921908252845,"score_gpt":0.7125387417963429,"score_spread":0.1739534490289416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410880804","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012263302,0.0016514206,0.0063352687,0.98256946,0.0032210292,0.00014174875,0.000027542897,0.000098373464,0.004728781],"genre_scores_gemma":[0.048089493,0.0026725277,0.03056704,0.90762156,0.0039562336,0.0011706583,0.00006548783,0.0002224505,0.005634601],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.52165276,0.41453603,0.019456841,0.009696726,0.02718635,0.0074713957],"domain_scores_gemma":[0.2470431,0.62739295,0.03963557,0.035340544,0.023561731,0.027026152],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.37239987,0.00086518715,0.002036421,0.0014503207,0.01230151,0.025291633,0.0051621255,0.04014316,0.010349738],"category_scores_gemma":[0.52831244,0.0014616917,0.0021120803,0.0017699358,0.03564322,0.024648119,0.021578029,0.041574057,0.0065891226],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036288492,0.0003057905,0.0032230115,0.0023775448,0.00018087277,0.0014584172,0.04754305,0.0003604739,0.0013679573,0.16052638,0.65822154,0.124072134],"study_design_scores_gemma":[0.00029382054,0.0002523795,0.0012963377,0.005022216,0.00013375963,0.002051297,0.022334661,0.00084716885,0.0014322811,0.11252034,0.85347766,0.0003381151],"about_ca_topic_score_codex":0.0017650948,"about_ca_topic_score_gemma":0.0023562438,"teacher_disagreement_score":0.62760013,"about_ca_system_score_codex":0.006342596,"about_ca_system_score_gemma":0.04774531,"threshold_uncertainty_score":0.7739427},"labels":[],"label_agreement":null},{"id":"W4410912074","doi":"10.2196/68261","title":"Consumer Data is Key to Artificial Intelligence Value: Welcome to the Health Care Future","year":2025,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Key (lock); Value (mathematics); Health care; Internet privacy; Computer science; Business; Data science; World Wide Web; Computer security; Political science","score_opus":0.42224882276065373,"score_gpt":0.5484558396756289,"score_spread":0.1262070169149752,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410912074","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0019957658,0.015787032,0.0073673637,0.9520736,0.005002397,0.000035876208,0.00017123777,0.00009629636,0.017470485],"genre_scores_gemma":[0.34132266,0.09449776,0.036938436,0.45680425,0.04356935,0.00051839236,0.0010180245,0.00076852506,0.02456259],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9734162,0.016571634,0.0010349797,0.0019264044,0.0058735553,0.0011771434],"domain_scores_gemma":[0.83030313,0.11897047,0.0065552304,0.0134189995,0.01802496,0.012727282],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.038676713,0.00055984594,0.0010113814,0.0018031639,0.005150995,0.023988038,0.0029036643,0.015410648,0.024882605],"category_scores_gemma":[0.12116551,0.00057809724,0.0008361791,0.0034250324,0.022884477,0.030150797,0.013540126,0.015875423,0.0054681487],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022184786,0.00012388044,0.006014231,0.0013758633,0.00011648188,0.00044536986,0.009097037,0.00043192008,0.00042532722,0.31936273,0.36899287,0.29339245],"study_design_scores_gemma":[0.00002942503,0.000062059524,0.0012338768,0.0029461777,0.000048437538,0.0004537158,0.009068364,0.0006248241,0.0002645127,0.34216017,0.64304096,0.00006752249],"about_ca_topic_score_codex":0.002321068,"about_ca_topic_score_gemma":0.002385333,"teacher_disagreement_score":0.038676713,"about_ca_system_score_codex":0.004675423,"about_ca_system_score_gemma":0.012582069,"threshold_uncertainty_score":0.20454443},"labels":[],"label_agreement":null},{"id":"W4410950895","doi":"10.2196/69564","title":"Patient Perspectives on Artificial Intelligence in Health Care: Focus Group Study for Diagnostic Communication and Tool Implementation","year":2025,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Toronto East General Hospital; University of Toronto","funders":"Agency for Healthcare Research and Quality","keywords":"Facilitator; Thematic analysis; Workflow; Session (web analytics); Usability; Health care; Focus group; Psychology; Medical education; Knowledge management; Qualitative research; Medicine; Computer science; Human–computer interaction; Social psychology; World Wide Web","score_opus":0.20819256797268884,"score_gpt":0.5280495804564875,"score_spread":0.3198570124837987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410950895","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9956464,0.00028763004,0.0010895125,0.00088313024,0.00003250034,0.001103756,0.00009433405,0.000010279349,0.000852403],"genre_scores_gemma":[0.98688436,0.00093483686,0.003905722,0.0020165697,0.00007727955,0.0048391814,0.00013086315,0.000017917388,0.0011932324],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9871155,0.009244958,0.0005579994,0.0007008122,0.000620889,0.0017599004],"domain_scores_gemma":[0.9707727,0.021270726,0.0019086171,0.00061507145,0.0028729907,0.002559895],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.023621399,0.0008391504,0.0010524357,0.0022267152,0.0072654183,0.0020675696,0.0015484204,0.0030999903,0.0056523085],"category_scores_gemma":[0.026505,0.0008314014,0.00087228074,0.001656089,0.0026364909,0.0032028533,0.004953365,0.0026178004,0.00068737054],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019453294,0.001337006,0.016216863,0.0004821284,0.00001841835,0.0012238189,0.9667099,0.00003565948,0.0013528476,0.00030122095,0.00081866793,0.011308925],"study_design_scores_gemma":[0.00013451806,0.00199096,0.010752065,0.00036691784,0.000036154255,0.0006906521,0.97926646,0.00014635886,0.00094781275,0.00020294933,0.0054208874,0.000044251654],"about_ca_topic_score_codex":0.003042882,"about_ca_topic_score_gemma":0.004826482,"teacher_disagreement_score":0.023621399,"about_ca_system_score_codex":0.004308029,"about_ca_system_score_gemma":0.006153622,"threshold_uncertainty_score":0.12492335},"labels":[],"label_agreement":null},{"id":"W4411053745","doi":"10.2196/69253","title":"Feasibility and Effectiveness of an Urgent Care–Community Partnership to Reduce Disparities in Patient Portal Uptake: Quality Improvement Project","year":2025,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Patient portal; Medicine; Referral; General partnership; Health care; Medical education; Phone; Scale (ratio); Nursing; Family medicine; Business","score_opus":0.2775957429335837,"score_gpt":0.5601328742908157,"score_spread":0.282537131357232,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411053745","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9308719,0.0004978923,0.010882293,0.0142607335,0.0003539779,0.030473435,0.0011791575,0.00055144145,0.010929194],"genre_scores_gemma":[0.9415053,0.00034598386,0.036710855,0.0031789623,0.00012585869,0.01548702,0.00100807,0.00006757539,0.0015704163],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.95360947,0.030856954,0.00198909,0.0024624276,0.0048307627,0.006251269],"domain_scores_gemma":[0.93240094,0.013297777,0.004841044,0.006661973,0.007727235,0.035071023],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06631862,0.0008042315,0.0006683736,0.0012276436,0.005627012,0.0033185917,0.0033854817,0.0020084355,0.0050446843],"category_scores_gemma":[0.046378575,0.0007506011,0.0014063993,0.0010727007,0.0020301077,0.0029203743,0.013305633,0.0037187855,0.0006160027],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006277858,0.11438457,0.16655162,0.0014299087,0.0005661907,0.00073606335,0.013442918,0.002653796,0.0028638337,0.0034094464,0.018052474,0.66963124],"study_design_scores_gemma":[0.03303268,0.13021034,0.72014,0.001623395,0.0008474234,0.0010280289,0.03487595,0.018115496,0.0075741624,0.004736098,0.04749478,0.0003217274],"about_ca_topic_score_codex":0.015858268,"about_ca_topic_score_gemma":0.015636917,"teacher_disagreement_score":0.06631862,"about_ca_system_score_codex":0.0060759326,"about_ca_system_score_gemma":0.06549827,"threshold_uncertainty_score":0.3507306},"labels":[],"label_agreement":null},{"id":"W4411053776","doi":"10.2196/65485","title":"A Training Program to Support Patient Engagement in Primary Health Care Research: Co-Design, Implementation, and Evaluation Study","year":2025,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medical education; Needs assessment; Health care; Program Design Language; Program evaluation; Psychology; Medicine; Nursing; Knowledge management; Computer science","score_opus":0.8594999428898118,"score_gpt":0.7107726942209286,"score_spread":0.1487272486688832,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411053776","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6537878,0.00035254503,0.013741089,0.00077594904,0.00018720944,0.32651904,0.000828473,0.00038209907,0.0034257954],"genre_scores_gemma":[0.4169324,0.000577597,0.11497398,0.00090383814,0.00016896884,0.46411034,0.0007184558,0.000057329486,0.0015570243],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.92429364,0.058271922,0.00398292,0.0026139745,0.005786205,0.0050513297],"domain_scores_gemma":[0.93043566,0.033254717,0.005599142,0.008166223,0.0130749075,0.0094693],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08606215,0.0013455419,0.001515722,0.0032886236,0.0027419731,0.0019407737,0.0029476085,0.0024005522,0.004056788],"category_scores_gemma":[0.05906767,0.0016765561,0.002084974,0.0021801228,0.0020595598,0.0020105154,0.0049810144,0.0023729096,0.00079445937],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.016570136,0.3124307,0.04664111,0.0053563956,0.00057608256,0.00055587874,0.01187311,0.0025954752,0.0033300093,0.0010853519,0.004191224,0.5947945],"study_design_scores_gemma":[0.08955768,0.6434787,0.19232965,0.0035145269,0.0019725263,0.0006390689,0.021171805,0.008732545,0.010577209,0.001521828,0.026190039,0.00031453808],"about_ca_topic_score_codex":0.0028188762,"about_ca_topic_score_gemma":0.0047915233,"teacher_disagreement_score":0.08606215,"about_ca_system_score_codex":0.0067960676,"about_ca_system_score_gemma":0.028211385,"threshold_uncertainty_score":0.4551456},"labels":[],"label_agreement":null},{"id":"W4411144478","doi":"10.2196/67816","title":"Patient Perspectives on Artificial Intelligence in Medical Imaging","year":2025,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Artificial intelligence; Computer science; Medical physics; Medicine; World Wide Web","score_opus":0.20403577251788962,"score_gpt":0.5042160859436321,"score_spread":0.3001803134257425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411144478","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006571731,0.032075316,0.0025845778,0.93178856,0.003543378,0.000014231719,0.000033033393,0.000023786914,0.023365464],"genre_scores_gemma":[0.4508487,0.04766443,0.0026100858,0.47532296,0.018979216,0.000090384616,0.00005836148,0.000085508516,0.0043404005],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.94223744,0.047126718,0.0017662494,0.0015525431,0.0058128,0.0015041702],"domain_scores_gemma":[0.8732734,0.109958485,0.006470705,0.0017211017,0.0054462873,0.00313003],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03453252,0.0005176777,0.0007470047,0.0008793787,0.0066567687,0.0113447,0.0016402261,0.015960118,0.0058222553],"category_scores_gemma":[0.07048139,0.0003692297,0.00077714043,0.0009494102,0.031115757,0.009277852,0.008189192,0.023597196,0.0011231765],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023784337,0.00008008187,0.0023284403,0.0023534934,0.00012155859,0.004334413,0.26653194,0.00076876464,0.0015495868,0.42434013,0.18899949,0.108354226],"study_design_scores_gemma":[0.00006766214,0.00015399487,0.00095988956,0.005496457,0.00007639194,0.0064983414,0.06555011,0.00046060127,0.0008887997,0.17275314,0.7469617,0.00013282926],"about_ca_topic_score_codex":0.0009968812,"about_ca_topic_score_gemma":0.0011862072,"teacher_disagreement_score":0.03453252,"about_ca_system_score_codex":0.0047389884,"about_ca_system_score_gemma":0.0048183925,"threshold_uncertainty_score":0.18262762},"labels":[],"label_agreement":null},{"id":"W4411454934","doi":"10.2196/59697","title":"The Effectiveness of Adaptations for Online Remote Public Deliberation Across Three Continents: Mixed Methods Study","year":2025,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Deliberation; Geography; Geology; Political science; Computer science; World Wide Web","score_opus":0.5176021049299617,"score_gpt":0.6224448458838637,"score_spread":0.104842740953902,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411454934","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9900704,0.00025557913,0.0025362286,0.0004510685,0.000041805226,0.004468388,0.00006616318,0.000068871035,0.0020415946],"genre_scores_gemma":[0.9700088,0.00041039055,0.015773658,0.00054073485,0.00005096166,0.012445463,0.00010199824,0.000050837636,0.00061709416],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.8540285,0.12575498,0.0063489187,0.0046555074,0.0056090276,0.0036029995],"domain_scores_gemma":[0.73986197,0.19556996,0.016825045,0.028384479,0.011726069,0.007632453],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.13737313,0.0011436419,0.0020721445,0.0027582413,0.005422045,0.00503206,0.0045860074,0.0022512742,0.0023602948],"category_scores_gemma":[0.20591164,0.0014374042,0.0021977841,0.0023038995,0.004473119,0.0057552294,0.011573157,0.0023609912,0.0004157975],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002851195,0.015228344,0.050290465,0.0035810084,0.0005871302,0.0008438423,0.607367,0.0007709379,0.0017375996,0.00096596126,0.0009829439,0.31479356],"study_design_scores_gemma":[0.0027228035,0.04255854,0.18079092,0.0037988846,0.0010712493,0.0009992729,0.735101,0.0047844327,0.0045648455,0.0030244442,0.020053353,0.0005301693],"about_ca_topic_score_codex":0.0024203968,"about_ca_topic_score_gemma":0.0040637716,"teacher_disagreement_score":0.13737313,"about_ca_system_score_codex":0.005576368,"about_ca_system_score_gemma":0.008769537,"threshold_uncertainty_score":0.72650725},"labels":[],"label_agreement":null},{"id":"W4411748808","doi":"10.2196/69449","title":"Perception of AI Use in Youth Mental Health Services: Qualitative Study","year":2025,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Spinal Cord Injury BC; University of British Columbia","funders":"","keywords":"Preprint; Perception; Mental health; Qualitative research; Psychology; Applied psychology; Sociology; Psychiatry; Computer science; Social science; World Wide Web","score_opus":0.23133540315676512,"score_gpt":0.5630287333448053,"score_spread":0.33169333018804015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411748808","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9965288,0.00032788506,0.00085223914,0.0007830116,0.000018365316,0.00019637705,0.0002126331,0.0000071215186,0.0010735851],"genre_scores_gemma":[0.9971643,0.00056245265,0.00067316444,0.0004689399,0.000010811893,0.00036232095,0.00008953981,0.0000101607875,0.0006582762],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9930419,0.0047676754,0.00029161826,0.00040272996,0.00043393226,0.0010621273],"domain_scores_gemma":[0.9895739,0.006916856,0.0010819023,0.00020338765,0.0009607738,0.0012632741],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01243408,0.0004535736,0.00086809887,0.0018805653,0.0053740465,0.0030385214,0.0012062271,0.0010690117,0.0030511213],"category_scores_gemma":[0.013226581,0.00065077405,0.0005280408,0.0020772775,0.0043973187,0.0031564448,0.0050948155,0.00171516,0.00023228119],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032152973,0.00005985904,0.0142273465,0.00022640778,0.000007193172,0.0005730783,0.9800229,0.00002985436,0.00048637338,0.0005748392,0.00029376845,0.0034661768],"study_design_scores_gemma":[0.0000030344154,0.00004868794,0.0035260099,0.00013828986,0.0000044658095,0.00013056996,0.9943639,0.00007408281,0.00012563428,0.000098597084,0.0014797746,0.0000069284006],"about_ca_topic_score_codex":0.015429709,"about_ca_topic_score_gemma":0.016613998,"teacher_disagreement_score":0.015429709,"about_ca_system_score_codex":0.006295722,"about_ca_system_score_gemma":0.0054504764,"threshold_uncertainty_score":0.06575847},"labels":[],"label_agreement":null},{"id":"W4411806097","doi":"10.2196/68146","title":"Generative AI as Third Agent: Large Language Models and the Transformation of the Clinician-Patient Relationship","year":2025,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Law, AI, and Intellectual Property","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Generative grammar; Transformation (genetics); Psychology; Artificial intelligence; Computer science; Chemistry","score_opus":0.08443337842011366,"score_gpt":0.3522216638594705,"score_spread":0.26778828543935684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411806097","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.068347506,0.0025634365,0.71928066,0.10399543,0.00047972365,0.00027569,0.0001558277,0.0005853158,0.10431641],"genre_scores_gemma":[0.9060275,0.0006073497,0.0846758,0.0027956115,0.00016252333,0.0003100554,0.00006376802,0.00013744879,0.005219964],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9794996,0.017578892,0.00035269326,0.00086013245,0.0012492631,0.00045933068],"domain_scores_gemma":[0.93129396,0.058419466,0.0026487545,0.005063147,0.0013222243,0.0012524048],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.021278068,0.00042315785,0.0004326098,0.0011805395,0.003189201,0.008908736,0.002298382,0.003540136,0.0058222753],"category_scores_gemma":[0.05682774,0.0004954006,0.0008644216,0.0008066419,0.023475444,0.008902536,0.008326753,0.004176671,0.00074335816],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039986866,0.000035566474,0.0013814097,0.000065476816,0.000017793884,0.00028426695,0.014980774,0.007074528,0.00025378264,0.96048564,0.0018027292,0.013577932],"study_design_scores_gemma":[0.00003555557,0.000035155852,0.00029303267,0.0001447636,0.000019913416,0.00037167573,0.003926977,0.05080664,0.0004340144,0.9137828,0.030117165,0.00003225692],"about_ca_topic_score_codex":0.003589935,"about_ca_topic_score_gemma":0.0027139152,"teacher_disagreement_score":0.021278068,"about_ca_system_score_codex":0.003974704,"about_ca_system_score_gemma":0.005194597,"threshold_uncertainty_score":0.11253053},"labels":[],"label_agreement":null},{"id":"W4412028639","doi":"10.2196/69350","title":"Subjective Performance Expectations From and Demographic and Categorical Differences in the Acceptance of Virtual Reality or AI Technologies in Rehabilitation Programs: Cross-Sectional Questionnaire Survey With Rehabilitation Patients","year":2025,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Rehabilitation; Psychology; Physical medicine and rehabilitation; Computer science; Medicine; Physical therapy; World Wide Web","score_opus":0.0453018848985864,"score_gpt":0.35587835642710286,"score_spread":0.3105764715285165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412028639","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9995511,0.000042480548,0.00006885298,0.000026041072,0.0000020229625,0.000012724454,0.00007316324,0.000001954187,0.00022167337],"genre_scores_gemma":[0.999645,0.000038169685,0.00007450766,0.00002615545,0.000002719696,0.000023637727,0.000087930406,0.0000010708454,0.0001008106],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99848086,0.00054121425,0.00021629139,0.00014564028,0.00039311813,0.00022285969],"domain_scores_gemma":[0.9946472,0.001445871,0.0021640337,0.00013807752,0.00066410645,0.0009406336],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019849543,0.0002418343,0.00041809323,0.0009407148,0.00037848018,0.0006871865,0.0002515043,0.00066967076,0.001846321],"category_scores_gemma":[0.005484099,0.00022205508,0.00048893417,0.000776892,0.00044774672,0.00058326044,0.0007183011,0.00058868143,0.00032426268],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000079454825,0.00020517471,0.99511683,0.00003981896,0.000031647713,0.000078464465,0.001795031,0.000086022235,0.0003088093,0.000017658538,0.00010477321,0.0021362992],"study_design_scores_gemma":[0.000005835641,0.0006615341,0.9933102,0.000013205791,0.0000149161215,0.00028965264,0.005020508,0.00029268686,0.000100094025,0.000012940924,0.00026483694,0.000013425948],"about_ca_topic_score_codex":0.0012035484,"about_ca_topic_score_gemma":0.0010496855,"teacher_disagreement_score":0.0019849543,"about_ca_system_score_codex":0.0002880918,"about_ca_system_score_gemma":0.00028713426,"threshold_uncertainty_score":0.01049757},"labels":[],"label_agreement":null},{"id":"W4412059844","doi":"10.2196/69093","title":"Development of an mHealth Solution for Tailored Communication Between Patients With Inflammatory Bowel Disease and Health Care Professionals: Participatory Design Study","year":2025,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; mHealth; Health professionals; Inflammatory bowel disease; Citizen journalism; Medicine; Health care; Psychology; Nursing; Disease; Computer science; World Wide Web; Political science; Psychological intervention; Internal medicine","score_opus":0.07692808146476035,"score_gpt":0.3943978013990203,"score_spread":0.31746971993426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412059844","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9235243,0.0008191355,0.042076368,0.0023856692,0.00023807795,0.025832318,0.00018127236,0.00007791061,0.0048648394],"genre_scores_gemma":[0.8658008,0.0007109175,0.09860484,0.0016211369,0.00007399281,0.031075062,0.000099368524,0.000036569865,0.001977218],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.95341015,0.03920284,0.0013747938,0.0021464117,0.0015834572,0.0022823443],"domain_scores_gemma":[0.9542264,0.035768513,0.0015595336,0.0018307598,0.0037499657,0.0028647706],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.054412615,0.00097193354,0.0008994661,0.0015087209,0.0050515314,0.0023965244,0.001722058,0.0022965816,0.0032081064],"category_scores_gemma":[0.04223314,0.0008429142,0.0014943598,0.0006937449,0.0036757889,0.0026194346,0.005032447,0.0020432265,0.0003826286],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016592862,0.009700617,0.014907522,0.005071246,0.00017975201,0.00236037,0.8220502,0.0012202079,0.009454756,0.0051511456,0.002612927,0.12563208],"study_design_scores_gemma":[0.0053438987,0.029336728,0.01891859,0.0048094196,0.0007045781,0.0016971307,0.8327736,0.005442064,0.012464126,0.0103188,0.07780663,0.0003844266],"about_ca_topic_score_codex":0.00091590214,"about_ca_topic_score_gemma":0.001338998,"teacher_disagreement_score":0.054412615,"about_ca_system_score_codex":0.0019092625,"about_ca_system_score_gemma":0.007960364,"threshold_uncertainty_score":0.28776485},"labels":[],"label_agreement":null},{"id":"W4412700606","doi":"10.2196/66644","title":"Creating a Parent-Informed Pediatric Emergency Department Wait Time App: Human-Centered Design Approach to Creating an AI Health Care Tool","year":2025,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Family and Patient Care in Intensive Care Units","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Western University; Canada Research Chairs","funders":"","keywords":"Preprint; Emergency department; Health care; Computer science; Psychology; Data science; Medicine; Nursing; World Wide Web; Political science","score_opus":0.24182198561128648,"score_gpt":0.48621014243608934,"score_spread":0.24438815682480286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412700606","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34776703,0.0007472557,0.6181256,0.0022417917,0.00026687403,0.013221297,0.0004153028,0.002180248,0.015034707],"genre_scores_gemma":[0.2637737,0.00038556484,0.7239395,0.00052174286,0.000032347463,0.0083121015,0.00016491568,0.0001262504,0.0027439068],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99449676,0.0041076266,0.00024006747,0.0004131472,0.00048187556,0.0002604432],"domain_scores_gemma":[0.99158365,0.0060423333,0.0004106563,0.00041646734,0.0009662354,0.0005807603],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009192269,0.0009645701,0.00033461722,0.0011040311,0.0010692878,0.002785442,0.0018199068,0.0011876983,0.0028664717],"category_scores_gemma":[0.011151342,0.0005426425,0.0007172567,0.00039276393,0.001479895,0.0021228814,0.0023624,0.0011619721,0.0005239799],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017859101,0.006914431,0.03889693,0.010109743,0.000343707,0.004115637,0.25195333,0.0103449,0.06888159,0.023945244,0.018448256,0.56426036],"study_design_scores_gemma":[0.0030410786,0.024346884,0.047764543,0.0063857436,0.0016232517,0.008978158,0.17740704,0.1154293,0.096396744,0.044701602,0.47301382,0.0009117839],"about_ca_topic_score_codex":0.00051756616,"about_ca_topic_score_gemma":0.0010623053,"teacher_disagreement_score":0.009192269,"about_ca_system_score_codex":0.0009225515,"about_ca_system_score_gemma":0.0025317338,"threshold_uncertainty_score":0.048613966},"labels":[],"label_agreement":null},{"id":"W4412814054","doi":"10.2196/71610","title":"Patient and Practitioner Perspectives on the Definition and Measurement of Therapeutic Empathy: Qualitative Study","year":2025,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Empathy and Medical Education","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Empathy; Thematic analysis; Reflexivity; Active listening; Psychology; Qualitative research; Context (archaeology); Meaning (existential); Therapeutic relationship; Health care; Psychotherapist; Social psychology; Medicine; Medical education; Sociology","score_opus":0.2039254402629571,"score_gpt":0.4434486008874393,"score_spread":0.23952316062448223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412814054","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9714764,0.003213397,0.008687992,0.0070222556,0.00013951631,0.00084199465,0.00022756579,0.000034979814,0.008356],"genre_scores_gemma":[0.9918,0.0018358065,0.002420972,0.0014511218,0.0000288818,0.0008296116,0.000043332617,0.000021390915,0.001568926],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9455491,0.045825683,0.001852675,0.0015637263,0.0027028443,0.0025060098],"domain_scores_gemma":[0.92671436,0.062046565,0.0037524356,0.0012409146,0.0036624186,0.0025832944],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04828101,0.000678025,0.0012130892,0.002599753,0.010253706,0.004814178,0.0020297184,0.0035869377,0.0037111912],"category_scores_gemma":[0.055246614,0.0011596566,0.0005658228,0.003381766,0.011545893,0.00635061,0.009257236,0.0042398414,0.0005321479],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028325312,0.000018218981,0.00080695655,0.0001809318,0.000002720546,0.00041186172,0.9951427,0.0000234998,0.00040643534,0.0008695305,0.00019669184,0.0019121838],"study_design_scores_gemma":[0.000009502457,0.000064741245,0.0005138511,0.00044310803,0.000004850271,0.0006360931,0.99168915,0.00007294871,0.00028578608,0.0004906015,0.0057731587,0.000016292679],"about_ca_topic_score_codex":0.0026861427,"about_ca_topic_score_gemma":0.0032203542,"teacher_disagreement_score":0.04828101,"about_ca_system_score_codex":0.005861525,"about_ca_system_score_gemma":0.0063961465,"threshold_uncertainty_score":0.25533748},"labels":[],"label_agreement":null},{"id":"W4412855666","doi":"10.2196/55349","title":"Integrating Patient Choice and Collaborative Care Managers to Implement eHealth Tools in Depression: Self-Report Pilot Study","year":2025,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Coaching; Depression (economics); eHealth; Mental health; Collaborative Care; Medicine; Health coaching; Cognition; Health care; Psychology; Physical therapy; Psychiatry; Psychotherapist","score_opus":0.11520661773290093,"score_gpt":0.5076171369407629,"score_spread":0.392410519207862,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412855666","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9980563,0.000019747014,0.000270567,0.000030764124,0.0000054189286,0.0012875185,0.00006792262,0.000007781787,0.0002539675],"genre_scores_gemma":[0.9914806,0.00009768389,0.003555982,0.00015075078,0.000029213115,0.0040333886,0.00016723614,0.000005450163,0.0004797644],"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","domain_scores_codex":[0.99542844,0.0027189304,0.00045166115,0.0003492631,0.00063551817,0.00041610902],"domain_scores_gemma":[0.9893226,0.0051072445,0.0015940875,0.0009260597,0.0014567507,0.0015933041],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00962139,0.0005533943,0.0006206293,0.0007407142,0.0009480403,0.00098896,0.00058374344,0.00092021236,0.0024907568],"category_scores_gemma":[0.017573334,0.00053992873,0.0007942281,0.00047236247,0.00060486846,0.0009505257,0.0010378462,0.0010773219,0.0006000269],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.014897643,0.27895153,0.43374592,0.0008278769,0.00038756133,0.000762196,0.037072442,0.0009384322,0.0045206947,0.00020681325,0.0018576005,0.22583134],"study_design_scores_gemma":[0.020276759,0.38725927,0.55456877,0.00021725311,0.0003383357,0.00067409634,0.022638466,0.00546892,0.0034627917,0.00030403666,0.0045948797,0.00019638136],"about_ca_topic_score_codex":0.0017090963,"about_ca_topic_score_gemma":0.002453644,"teacher_disagreement_score":0.00962139,"about_ca_system_score_codex":0.0007469702,"about_ca_system_score_gemma":0.0020366895,"threshold_uncertainty_score":0.050883412},"labels":[],"label_agreement":null},{"id":"W4412869601","doi":"10.2196/72552","title":"SPAN@DEM (SingHealth Patient Advocacy Network @ Department of Emergency Medicine)—A Pioneer in Emergency Department-Specific Patient Advocacy: Development Study","year":2025,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Emergency department; Aeronautics; Span (engineering); Engineering; Medical emergency; Medicine; Computer science; Nursing; World Wide Web; Civil engineering","score_opus":0.07021680995281064,"score_gpt":0.3739598543653335,"score_spread":0.30374304441252287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412869601","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7579855,0.004711158,0.007891537,0.035727486,0.0012493359,0.108978346,0.007785418,0.0003139638,0.07535729],"genre_scores_gemma":[0.68488055,0.005535963,0.07612834,0.01737921,0.00055264443,0.1839953,0.006122454,0.000137639,0.025267895],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98421496,0.01210833,0.00047929233,0.00039549425,0.0016792484,0.0011227245],"domain_scores_gemma":[0.9684867,0.0071302736,0.0020553125,0.0012951732,0.005078753,0.015953716],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.037660412,0.00047710218,0.00036513445,0.0011265674,0.0021490536,0.0021519053,0.001874205,0.001114744,0.007604088],"category_scores_gemma":[0.019046681,0.0005543988,0.0005942428,0.0009495197,0.0021232278,0.002089654,0.0067317546,0.0025262006,0.0014161883],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030035144,0.020175118,0.24227989,0.0065129017,0.00024233352,0.003264858,0.06709096,0.00084408256,0.0020315025,0.028924884,0.16563909,0.45999092],"study_design_scores_gemma":[0.005084507,0.01726139,0.21491982,0.0057039927,0.0001981736,0.0023986518,0.078526534,0.0012108881,0.003093769,0.005148857,0.6662574,0.00019610871],"about_ca_topic_score_codex":0.0038351566,"about_ca_topic_score_gemma":0.012099889,"teacher_disagreement_score":0.037660412,"about_ca_system_score_codex":0.0042443536,"about_ca_system_score_gemma":0.040947147,"threshold_uncertainty_score":0.19916964},"labels":[],"label_agreement":null},{"id":"W4413236410","doi":"10.2196/72362","title":"Patients’ and Providers’ Preferences and Perceptions for Imaging Information for Patients: Cross-Sectional Survey Study","year":2025,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Radiology practices and education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Center (category theory); Perception; Information center; Psychology; Medicine; Computer science; World Wide Web; Chemistry","score_opus":0.09789340380206113,"score_gpt":0.43879763811169803,"score_spread":0.3409042343096369,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413236410","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9995347,0.000043133507,0.00004866049,0.000073957555,0.0000017256775,0.000012529746,0.00009803897,0.0000010669751,0.00018620059],"genre_scores_gemma":[0.99961686,0.00005350741,0.0000981519,0.0000867257,0.0000038600433,0.000019047402,0.00007049237,7.9079575e-7,0.000050621406],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972187,0.0013503534,0.00040955987,0.00021258561,0.0004791755,0.00032959296],"domain_scores_gemma":[0.9888426,0.0042892587,0.0045007668,0.00031904154,0.000906601,0.0011417201],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035257933,0.00016558266,0.0003744915,0.0007340963,0.0005470664,0.0009368744,0.00026898296,0.0006178778,0.0021856981],"category_scores_gemma":[0.009754184,0.00038592654,0.00045243636,0.0009807415,0.00045047636,0.0011485821,0.00067101495,0.00091453793,0.00034832902],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055395583,0.00012722304,0.99679273,0.000019265593,0.000034596185,0.000045496476,0.0015955435,0.000025810228,0.00008263527,0.000014696199,0.00012491066,0.0010816974],"study_design_scores_gemma":[0.000018662402,0.0005903396,0.9880409,0.000025964351,0.000028752691,0.00044348277,0.009864986,0.00040364396,0.000084310755,0.000025929758,0.00045674253,0.000016245765],"about_ca_topic_score_codex":0.0023290408,"about_ca_topic_score_gemma":0.0024983066,"teacher_disagreement_score":0.0035257933,"about_ca_system_score_codex":0.00047079503,"about_ca_system_score_gemma":0.00052116066,"threshold_uncertainty_score":0.018646419},"labels":[],"label_agreement":null},{"id":"W4413237836","doi":"10.2196/69604","title":"A Community-Engaged Approach for Assessment of Cortisol Dynamic Range and Multilevel Chronic Stress in African Americans: FAITH! Heart Health+ Ancillary Study","year":2025,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Stress Responses and Cortisol","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Faith; Chronic stress; Gerontology; Range (aeronautics); Medicine; Psychology; Internal medicine; Engineering; Computer science; Philosophy; Epistemology","score_opus":0.1917235564161693,"score_gpt":0.44900910566913765,"score_spread":0.2572855492529683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413237836","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9946673,0.00004262835,0.0010242818,0.00008569865,0.000014473886,0.0027433746,0.00051460916,0.000015016039,0.0008926931],"genre_scores_gemma":[0.982113,0.00006492793,0.006424909,0.00041274406,0.000051228035,0.009050672,0.00081390626,0.000009946277,0.001058644],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989391,0.000605081,0.00005075079,0.000121975274,0.000119364224,0.00016380838],"domain_scores_gemma":[0.9985623,0.00010000926,0.00020705274,0.0002789448,0.00045732374,0.00039443644],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002335757,0.0006632263,0.00036276103,0.0007796201,0.002120864,0.000641813,0.000708177,0.0008404508,0.0021959979],"category_scores_gemma":[0.0018800569,0.00042172303,0.00039884527,0.0004627147,0.00039818822,0.00043924086,0.0016006221,0.00083118124,0.00069021084],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035794144,0.019409195,0.8857131,0.00022249711,0.00023891909,0.00078723877,0.011020511,0.0002400439,0.012701198,0.00028861722,0.0036384282,0.062160797],"study_design_scores_gemma":[0.00062511105,0.008606331,0.9757229,0.000049988117,0.00007592518,0.00053922646,0.0078269895,0.0006446118,0.0011762658,0.00024926718,0.004433579,0.000049785063],"about_ca_topic_score_codex":0.008409534,"about_ca_topic_score_gemma":0.020985208,"teacher_disagreement_score":0.008409534,"about_ca_system_score_codex":0.00041830994,"about_ca_system_score_gemma":0.0012373645,"threshold_uncertainty_score":0.016721189},"labels":[],"label_agreement":null},{"id":"W4413271938","doi":"10.2196/69497","title":"Principles and Practices of Community Engagement in AI for Population Health: Formative Qualitative Study of the AI for Diabetes Prediction and Prevention Project","year":2025,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Institute for Clinical Evaluative Sciences; Public Health Ontario; Women's College Hospital; Trillium Health Centre; University of Toronto","funders":"","keywords":"Preprint; Population health; Population; Engineering; Medicine; Computer science; Environmental health; World Wide Web","score_opus":0.6561188582344,"score_gpt":0.633695934874112,"score_spread":0.02242292336028795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413271938","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96065724,0.00075761805,0.0109457895,0.014841931,0.00021924869,0.0015928664,0.00031752867,0.00007929975,0.010588398],"genre_scores_gemma":[0.98652166,0.0004997486,0.004492208,0.0030434534,0.000027108574,0.0020980162,0.00010678667,0.00006505899,0.0031459036],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9502063,0.042129733,0.00067675137,0.001452766,0.0016164004,0.0039181816],"domain_scores_gemma":[0.9349309,0.0478127,0.0025578777,0.0016433727,0.005237729,0.007817392],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.054961283,0.0007575838,0.00093740266,0.0016871827,0.015321007,0.0048735715,0.0032519242,0.0025870784,0.004305786],"category_scores_gemma":[0.06095414,0.0008911234,0.00058660266,0.0011139138,0.016029576,0.00731203,0.013675482,0.0073500103,0.00046741893],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025585763,0.00011833739,0.0016512529,0.00010973966,0.0000040912983,0.0002481169,0.99111384,0.000034993478,0.00017190966,0.0015548624,0.0009248734,0.00404244],"study_design_scores_gemma":[0.000010431872,0.00006375145,0.0006220104,0.00015629159,0.0000034698455,0.000052990155,0.9913414,0.00011989533,0.000120477365,0.00093418814,0.006561758,0.000013315378],"about_ca_topic_score_codex":0.014096937,"about_ca_topic_score_gemma":0.016053533,"teacher_disagreement_score":0.054961283,"about_ca_system_score_codex":0.008233181,"about_ca_system_score_gemma":0.015869495,"threshold_uncertainty_score":0.29066652},"labels":[],"label_agreement":null},{"id":"W4413383604","doi":"10.2196/68852","title":"Engagement Methods in Brain Tumor Genomic Research: Multimethod Comparative Study","year":2025,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Cancer Institute; National Institutes of Health","keywords":"Public engagement; Social media; Scale (ratio); Psychology; Qualitative research; Community engagement; Medical education; Medicine; Public relations; World Wide Web; Political science; Sociology; Computer science","score_opus":0.9371850824737562,"score_gpt":0.7915926452461527,"score_spread":0.1455924372276035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413383604","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9429174,0.0070598717,0.0324238,0.0009651684,0.00024678258,0.0088600805,0.0009396877,0.000057471083,0.0065298397],"genre_scores_gemma":[0.9434224,0.0015004307,0.031446494,0.0009449305,0.00007333546,0.020721722,0.00038277093,0.000049841652,0.0014580988],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.8583615,0.11531218,0.0073782774,0.0067641893,0.00937305,0.0028107676],"domain_scores_gemma":[0.8479128,0.115863614,0.013253059,0.009067474,0.012473343,0.0014296639],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.09107225,0.0006840442,0.0013681971,0.0044009713,0.0045884307,0.0045553655,0.0019697,0.0017143821,0.008223912],"category_scores_gemma":[0.11156186,0.0008803025,0.0025993118,0.004516196,0.0029983732,0.004921376,0.0060893227,0.0015731181,0.0007799095],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025867838,0.0063798362,0.50229234,0.00901218,0.004432316,0.0003866674,0.22121985,0.0007755154,0.0012391419,0.0099017825,0.0038116185,0.237962],"study_design_scores_gemma":[0.0010409969,0.011274014,0.5176492,0.011584218,0.003389889,0.0009218611,0.40685508,0.005149695,0.0016647192,0.0104186945,0.029767945,0.000283656],"about_ca_topic_score_codex":0.007642177,"about_ca_topic_score_gemma":0.016350586,"teacher_disagreement_score":0.90892774,"about_ca_system_score_codex":0.0069446503,"about_ca_system_score_gemma":0.009309265,"threshold_uncertainty_score":0.48164183},"labels":[],"label_agreement":null},{"id":"W4413583174","doi":"10.2196/74258","title":"Engaging Young People With Mental Health Needs and Exploring Outputs From a Resource Development Project: Qualitative Interview Study","year":2025,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Research England; National Institute for Health and Care Research","keywords":"Thematic analysis; Empowerment; Mental health; Resource (disambiguation); Psychology; Feeling; Qualitative research; Medical education; Peer support; Medicine; Sociology; Social psychology; Political science","score_opus":0.6108429861613841,"score_gpt":0.5417380096272039,"score_spread":0.06910497653418024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413583174","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9772823,0.00093267363,0.007738469,0.0039485977,0.00010124053,0.0015838661,0.00040614596,0.00004759664,0.007959103],"genre_scores_gemma":[0.98487574,0.0014308696,0.0058712293,0.0012241151,0.000032043947,0.0026416287,0.00020673755,0.00005100747,0.0036666081],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9811751,0.014491729,0.00062314566,0.0006506292,0.0010015136,0.0020578278],"domain_scores_gemma":[0.96510404,0.026693791,0.0016352521,0.0007123023,0.0023201492,0.0035344257],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.024620162,0.00086522923,0.00094056333,0.0030014066,0.010127572,0.004751942,0.0022288924,0.002029084,0.0026277117],"category_scores_gemma":[0.02862647,0.00093521865,0.00057265896,0.002725859,0.009681013,0.00421589,0.009790849,0.0032139823,0.00047109782],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002624358,0.000044927223,0.0015186152,0.00016243011,0.0000031284808,0.0007300539,0.99139506,0.000038754184,0.0004732789,0.00088045734,0.0003905903,0.004336473],"study_design_scores_gemma":[0.000005293582,0.00003525047,0.00067285367,0.00016290142,0.0000026425703,0.0001442101,0.99338925,0.00005601745,0.00020443018,0.0002542775,0.0050659655,0.0000069210287],"about_ca_topic_score_codex":0.0075945077,"about_ca_topic_score_gemma":0.010071976,"teacher_disagreement_score":0.024620162,"about_ca_system_score_codex":0.007508051,"about_ca_system_score_gemma":0.010430936,"threshold_uncertainty_score":0.1302054},"labels":[],"label_agreement":null},{"id":"W4413751652","doi":"10.2196/71301","title":"Assessment of Mental and Chronic Health Conditions as Determinants of Health Care Needs and Digital Innovations for Women With Sexual Dysfunction: Cross-Sectional Population-Based Survey Study in Germany","year":2025,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Sexual function and dysfunction studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Berlin Institute of Health","keywords":"Cross-sectional study; Mental health; Medicine; Sexual dysfunction; Environmental health; Psychology; Clinical psychology; Psychiatry; Gerontology; Pathology","score_opus":0.10191556276780497,"score_gpt":0.46611110554185436,"score_spread":0.3641955427740494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413751652","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99889153,0.00007300062,0.000055604945,0.00002311687,0.0000017314984,0.000024314855,0.0007261121,0.0000016342391,0.00020296389],"genre_scores_gemma":[0.9988701,0.00012975889,0.00012691005,0.000056852426,0.000003249442,0.00003655483,0.0005860347,9.734251e-7,0.00018967806],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99957806,0.00011790537,0.00005373242,0.00008301535,0.00007420868,0.00009306283],"domain_scores_gemma":[0.9994209,0.00011780636,0.00020853586,0.000044682834,0.000066654415,0.00014151467],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007912668,0.00020653075,0.00026405274,0.0009995336,0.00033918666,0.0005179392,0.00025729893,0.00039822885,0.0013839186],"category_scores_gemma":[0.0012589757,0.00027431184,0.00039930615,0.0015090312,0.0003298457,0.00045724053,0.0005002937,0.0003219966,0.0003253598],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026904569,0.000064959866,0.99781466,0.000018677581,0.000027134365,0.000066629465,0.0004826641,0.00002470506,0.00013274314,0.000016264845,0.00011766213,0.0012070246],"study_design_scores_gemma":[0.0000034270195,0.000063222986,0.99886465,0.00000498059,0.000013614053,0.0000788228,0.0007134135,0.000061800325,0.00003172888,0.000005339359,0.00015616772,0.0000028010797],"about_ca_topic_score_codex":0.022941194,"about_ca_topic_score_gemma":0.027281525,"teacher_disagreement_score":0.022941194,"about_ca_system_score_codex":0.00071552565,"about_ca_system_score_gemma":0.0005736461,"threshold_uncertainty_score":0.045615315},"labels":[],"label_agreement":null},{"id":"W4413818070","doi":"10.2196/65116","title":"Developing a Health Education Program for the Prevention and Control of Infectious Diseases Culturally Adapted to Ethnic and Rural Communities: Co-Design Study Using Participatory Audiovisual Methods","year":2025,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Sistema General de Regalías de Colombia","keywords":"Ethnic group; Qualitative research; Sanitation; Qualitative property; Medical education; Health education; Medicine; Psychology; Public health; Nursing; Sociology; Computer science","score_opus":0.7014909404885484,"score_gpt":0.7175225481171409,"score_spread":0.01603160762859246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413818070","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9315226,0.00033850208,0.01654183,0.000413092,0.00008952026,0.0466717,0.00012484968,0.00005552654,0.0042424123],"genre_scores_gemma":[0.8465677,0.0005360778,0.08901796,0.0004579867,0.000059784674,0.06092802,0.00012155466,0.000027611652,0.0022833827],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9815879,0.01414901,0.0006171997,0.0012421029,0.0009019241,0.0015018026],"domain_scores_gemma":[0.9880337,0.007057596,0.0006919192,0.00075058534,0.0016333204,0.0018328187],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01965798,0.0009409725,0.0008897091,0.001554994,0.0033538137,0.0018288237,0.0015484167,0.0014190368,0.003453266],"category_scores_gemma":[0.013769667,0.0006775154,0.0011278054,0.0008099654,0.0016432109,0.0012203971,0.00294153,0.0011578078,0.0003209353],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0077861436,0.14591348,0.049193755,0.011746063,0.00043030528,0.0027506219,0.2100512,0.004983334,0.03243322,0.0055669206,0.0020933782,0.5270515],"study_design_scores_gemma":[0.027879514,0.24772955,0.1550011,0.003910376,0.0018730582,0.0016035308,0.4008732,0.0108237,0.044336714,0.006207853,0.09932571,0.00043569287],"about_ca_topic_score_codex":0.002264109,"about_ca_topic_score_gemma":0.003787697,"teacher_disagreement_score":0.01965798,"about_ca_system_score_codex":0.0034640606,"about_ca_system_score_gemma":0.011500043,"threshold_uncertainty_score":0.1039626},"labels":[],"label_agreement":null},{"id":"W4413976142","doi":"10.2196/79538","title":"Exploring Patient and Caregiver Perceptions of the Facilitators and Barriers to Patient Engagement in Research: Participatory Qualitative Study","year":2025,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Winnipeg; University of Manitoba; Health Sciences Centre","funders":"","keywords":"Preprint; Citizen journalism; Qualitative research; Perception; Participatory action research; Psychology; Medical education; Nursing; Medicine; Sociology; World Wide Web; Social science; Computer science","score_opus":0.8137266415279785,"score_gpt":0.6072883259393687,"score_spread":0.2064383155886098,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413976142","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96239,0.0020997955,0.015465273,0.009198619,0.00015790726,0.002502697,0.0002867116,0.000080961014,0.007818065],"genre_scores_gemma":[0.9885667,0.0013600986,0.005084547,0.0016302344,0.000028932856,0.0017064209,0.00006460668,0.0000342534,0.0015241122],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9500756,0.040917497,0.0013521988,0.0015933902,0.0021408207,0.0039205416],"domain_scores_gemma":[0.92764145,0.05353636,0.003457959,0.0022911974,0.00651167,0.006561284],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.05982926,0.0007926041,0.001135913,0.0017863052,0.015027123,0.0051083635,0.0028024323,0.0020668544,0.0034820195],"category_scores_gemma":[0.06098979,0.0009951489,0.0007440116,0.0019216384,0.013329668,0.004887638,0.009074063,0.0040206295,0.00052202377],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048272563,0.000056943078,0.0020070304,0.0002150709,0.0000057807124,0.00061584834,0.99081296,0.00004480379,0.00039611408,0.00088961184,0.00051273947,0.0043948856],"study_design_scores_gemma":[0.00001629886,0.00011051476,0.00060760404,0.00035703598,0.000009880424,0.00036900738,0.98738563,0.00012097237,0.00033618536,0.00052916043,0.01013951,0.00001816536],"about_ca_topic_score_codex":0.021203948,"about_ca_topic_score_gemma":0.03273703,"teacher_disagreement_score":0.94017076,"about_ca_system_score_codex":0.01053831,"about_ca_system_score_gemma":0.02715971,"threshold_uncertainty_score":0.3164112},"labels":[],"label_agreement":null},{"id":"W4414011932","doi":"10.2196/69942","title":"Patient Participation in AI for Health Curriculum","year":2025,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Curriculum; Psychology; Medical education; Pedagogy; Medicine; Computer science; World Wide Web","score_opus":0.22377925571795362,"score_gpt":0.5616327726831533,"score_spread":0.3378535169651996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414011932","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13537467,0.0031871952,0.037008375,0.5357473,0.0020487024,0.00034648328,0.00013216212,0.00020370151,0.28595135],"genre_scores_gemma":[0.9308918,0.0018205275,0.011690995,0.035068236,0.0007362017,0.0001960042,0.00008560185,0.00006368479,0.019447023],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9458713,0.04681232,0.0008082718,0.0010791761,0.0037017716,0.0017272137],"domain_scores_gemma":[0.9594493,0.027159644,0.0022740783,0.0019179634,0.0027533374,0.006445643],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03348444,0.0004089828,0.0002970508,0.000849924,0.008099501,0.008985989,0.0010750766,0.0036426852,0.011832976],"category_scores_gemma":[0.048784096,0.00028304744,0.0006378453,0.00054926367,0.008712661,0.005850793,0.010905198,0.007915637,0.0014180305],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000139742,0.0007970445,0.02108745,0.00040534796,0.000059051756,0.00078349473,0.3109428,0.00083255646,0.002221955,0.34517002,0.074838676,0.24272184],"study_design_scores_gemma":[0.00007085346,0.00042234338,0.0039370502,0.0007691103,0.00005228374,0.001328161,0.10659312,0.0017311124,0.002284369,0.16077226,0.7219714,0.00006784465],"about_ca_topic_score_codex":0.00083984,"about_ca_topic_score_gemma":0.0016417587,"teacher_disagreement_score":0.03348444,"about_ca_system_score_codex":0.0035330749,"about_ca_system_score_gemma":0.011733371,"threshold_uncertainty_score":0.1770848},"labels":[],"label_agreement":null},{"id":"W4414137963","doi":"10.2196/82984","title":"Correction: Consumer Data Is Key to Artificial Intelligence Value: Welcome to the Health Care Future","year":2025,"lang":"en","type":"erratum","venue":"Journal of Participatory Medicine","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Key (lock); Health care; Health data; MEDLINE; eHealth; Public health","score_opus":0.3530433290099415,"score_gpt":0.5182060440665657,"score_spread":0.16516271505662417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414137963","genre_codex":"editorial","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00003643308,0.0004511717,0.00019957715,0.19606203,0.80154824,0.000014589676,0.00035615053,0.00010839321,0.0012234494],"genre_scores_gemma":[0.0044144876,0.0037200188,0.00196461,0.36672577,0.5323648,0.00018832757,0.0005360631,0.0006057539,0.089480154],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.985263,0.0029948459,0.0026724238,0.0019468599,0.0059761973,0.00114668],"domain_scores_gemma":[0.8642971,0.047269367,0.0057252473,0.0076662926,0.06874899,0.0062929993],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012265475,0.0027156065,0.0028335415,0.0043233125,0.0065466855,0.009789952,0.005785458,0.02847144,0.04807517],"category_scores_gemma":[0.19445485,0.0017144554,0.002292052,0.0037568663,0.0084653795,0.0046486654,0.0036802061,0.041260365,0.033123404],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011686432,0.000002323277,0.000021179343,0.000046613113,0.0000053710414,0.00011518145,0.000033452907,0.000008677301,0.00000856607,0.0005788565,0.99813676,0.0010313411],"study_design_scores_gemma":[0.00007317243,0.00001540697,0.0004871012,0.0006962809,0.000045247773,0.00038472586,0.00030740444,0.00019157497,0.00013948731,0.003522254,0.9940724,0.00006509257],"about_ca_topic_score_codex":0.048447475,"about_ca_topic_score_gemma":0.057883,"teacher_disagreement_score":0.048447475,"about_ca_system_score_codex":0.009825448,"about_ca_system_score_gemma":0.016518405,"threshold_uncertainty_score":0.16082746},"labels":[],"label_agreement":null},{"id":"W4415098161","doi":"10.2196/83149","title":"Patient Preferences for Technology-Assisted Patient-Reported Outcomes Measurement of Mental Health Symptoms Among Veterans: Cross-Sectional Survey","year":2025,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Healthcare Operations and Scheduling Optimization","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Prom; Health care; Socioeconomic status; Mental health; Data collection; Administration (probate law); Ethnic group","score_opus":0.2657972832137135,"score_gpt":0.49536751084700736,"score_spread":0.22957022763329388,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415098161","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99779236,0.0000772369,0.00009332626,0.0001530277,0.000003908079,0.000030111538,0.0013505368,0.000004181026,0.00049524737],"genre_scores_gemma":[0.9987998,0.000072522715,0.00015969817,0.000108404616,0.000005487026,0.00003910117,0.0007005345,0.0000017238511,0.00011272446],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998374,0.0006967483,0.0002638316,0.0001794574,0.0003028816,0.00018306985],"domain_scores_gemma":[0.9954033,0.0010294673,0.0024446934,0.00020948834,0.00043864074,0.00047437375],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027475974,0.0001543385,0.00024737316,0.0007781824,0.000366294,0.0006961132,0.00027208796,0.0004731549,0.0017434808],"category_scores_gemma":[0.006481197,0.00023133676,0.00049512426,0.001258622,0.0002345854,0.0006658194,0.000491189,0.00068937766,0.0003276552],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002969127,0.00004985476,0.99829,0.0000134375505,0.000028721448,0.000009844848,0.00016638107,0.000035718695,0.000051947998,0.000012381448,0.00024255933,0.0010695342],"study_design_scores_gemma":[0.0000056284694,0.0001402363,0.9982975,0.00001323351,0.000011884251,0.0000864697,0.00088400353,0.00020703673,0.00003675565,0.00001617277,0.00029580828,0.0000053148233],"about_ca_topic_score_codex":0.006504051,"about_ca_topic_score_gemma":0.008215877,"teacher_disagreement_score":0.006504051,"about_ca_system_score_codex":0.0004223971,"about_ca_system_score_gemma":0.0004298171,"threshold_uncertainty_score":0.014530838},"labels":[],"label_agreement":null},{"id":"W4415882421","doi":"10.2196/76094","title":"A Coach-Supported mHealth Lifestyle Intervention to Reduce Dementia Risk in Persons With Low Socioeconomic Status or a Migration Background: Qualitative Co-Design Study","year":2025,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Dementia; mHealth; Socioeconomic status; Psychological intervention; Intervention (counseling); Qualitative research","score_opus":0.17556066137567547,"score_gpt":0.5494589977174937,"score_spread":0.37389833634181824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415882421","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97967243,0.0009930384,0.0058542434,0.0018785112,0.00016766171,0.0064218645,0.000310331,0.00004910206,0.004652757],"genre_scores_gemma":[0.96739924,0.0009919297,0.016812367,0.001190923,0.00003493204,0.011356928,0.0001280369,0.000021378102,0.0020642353],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9950825,0.0038767192,0.00016413615,0.00026119797,0.00020843474,0.0004069939],"domain_scores_gemma":[0.9965938,0.002227275,0.00023204266,0.00015800848,0.00037520626,0.00041367105],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0077416343,0.0004929479,0.00049172447,0.0006304017,0.0026375842,0.000987584,0.0010111227,0.00085351,0.0037182516],"category_scores_gemma":[0.0070716967,0.00030943178,0.00075104326,0.0004279336,0.0017223548,0.0009921564,0.002575216,0.00091397774,0.0002709993],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028143565,0.011507933,0.025115674,0.01179008,0.00025495616,0.0021670468,0.61447144,0.0005431937,0.0070801605,0.0024381762,0.006054274,0.31576273],"study_design_scores_gemma":[0.004630886,0.021743523,0.044069365,0.0071016117,0.00069256744,0.0012923054,0.84876317,0.0018073258,0.0077878446,0.0034076772,0.058534652,0.00016911214],"about_ca_topic_score_codex":0.002901128,"about_ca_topic_score_gemma":0.006936565,"teacher_disagreement_score":0.0077416343,"about_ca_system_score_codex":0.0023092653,"about_ca_system_score_gemma":0.0053458293,"threshold_uncertainty_score":0.040942132},"labels":[],"label_agreement":null},{"id":"W4416018489","doi":"10.2196/84679","title":"Community Advisors’ Effect on a Randomized Pragmatic Clinical Trial for Asthma Treatment: Retrospective Analysis","year":2025,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases","keywords":"Asthma; Clinical trial; Protocol (science); Randomized controlled trial; MEDLINE; Nebulizer","score_opus":0.09167628519704504,"score_gpt":0.46985109487625826,"score_spread":0.37817480967921324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416018489","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":"methods","domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8307325,0.019350775,0.063164055,0.0057031135,0.0025569294,0.062584884,0.004333679,0.00071217126,0.010861951],"genre_scores_gemma":[0.9529764,0.0004959689,0.019249972,0.0014088046,0.00026891739,0.024559915,0.00050350645,0.00010628714,0.0004302618],"study_design_codex":"randomized_trial","study_design_gemma":"observational","domain_scores_codex":[0.16968915,0.7569354,0.03851851,0.013533227,0.01837253,0.0029510572],"domain_scores_gemma":[0.14365217,0.7095937,0.08341305,0.04741347,0.011675078,0.0042525055],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.5136589,0.001876198,0.005494895,0.0031799872,0.0016552481,0.003612768,0.0022843871,0.004818489,0.0053929426],"category_scores_gemma":[0.7448439,0.0018548833,0.012660574,0.0036867002,0.004612034,0.0045579197,0.0050982796,0.0047831107,0.00065925793],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.39204827,0.008425193,0.28692684,0.0131283505,0.07986932,0.0010580048,0.0066447835,0.010814057,0.001383094,0.009007419,0.01797043,0.17272428],"study_design_scores_gemma":[0.14326267,0.20264202,0.39271685,0.009757839,0.0764585,0.0021305236,0.0038344138,0.090846896,0.008205729,0.016313588,0.052542385,0.0012885422],"about_ca_topic_score_codex":0.0011600471,"about_ca_topic_score_gemma":0.00090607314,"teacher_disagreement_score":0.5136589,"about_ca_system_score_codex":0.004029283,"about_ca_system_score_gemma":0.005518868,"threshold_uncertainty_score":0.5997452},"labels":[],"label_agreement":null},{"id":"W4416032363","doi":"10.2196/80457","title":"Cultural Feasibility of Conversational Robots for Dementia Care in India: Participatory Design Study","year":2025,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Social Robot Interaction and HRI","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Dementia; Participatory design; Key (lock); Robot; Work (physics); Citizen journalism","score_opus":0.30802247198899363,"score_gpt":0.5209221787773127,"score_spread":0.2128997067883191,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416032363","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99202603,0.00017892619,0.0025158538,0.0005034503,0.000030425386,0.0017171118,0.000058350124,0.000019033821,0.0029507964],"genre_scores_gemma":[0.9893684,0.00023970642,0.005211064,0.0005341383,0.00001741449,0.003573702,0.000034754376,0.000010682506,0.0010101935],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9790957,0.016715642,0.0006179458,0.0008360894,0.00083014485,0.0019046001],"domain_scores_gemma":[0.9763757,0.014913485,0.0016367025,0.0017094294,0.003415613,0.0019489576],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.024581552,0.0008168657,0.0006422208,0.0016612222,0.008588441,0.0031279454,0.0018888696,0.001302591,0.0026051768],"category_scores_gemma":[0.017804973,0.00073246355,0.0011349439,0.0008004901,0.0052187713,0.001670868,0.005385349,0.0018481569,0.0003608423],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006434526,0.002258056,0.02338526,0.0009950054,0.000052098716,0.0019675533,0.93760985,0.00029402878,0.003167783,0.0021163474,0.0008486612,0.026661927],"study_design_scores_gemma":[0.00026740745,0.0027038907,0.019304395,0.0004436271,0.00012605742,0.0006308587,0.96043044,0.00054229936,0.002023027,0.00089037267,0.012539825,0.0000978613],"about_ca_topic_score_codex":0.0049654716,"about_ca_topic_score_gemma":0.009958072,"teacher_disagreement_score":0.024581552,"about_ca_system_score_codex":0.004031708,"about_ca_system_score_gemma":0.009056539,"threshold_uncertainty_score":0.13000125},"labels":[],"label_agreement":null},{"id":"W4416209302","doi":"10.2196/69790","title":"Patients and Caregivers Leveraging AI to Improve Their Health Care Journey: Case Study and Lessons Learned","year":2025,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medical diagnosis; Health care; Perspective (graphical); Generative grammar; Process (computing); Test (biology); Medical record","score_opus":0.3243309509341959,"score_gpt":0.5292686367543197,"score_spread":0.20493768582012378,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416209302","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8853827,0.012484758,0.005559608,0.06422376,0.0010122911,0.00039559655,0.00021135547,0.0001449062,0.030585095],"genre_scores_gemma":[0.97524965,0.006719685,0.0055067264,0.006911358,0.00049153075,0.00022066802,0.00009283389,0.000053234373,0.00475434],"study_design_codex":"case_report","study_design_gemma":"case_report","domain_scores_codex":[0.99673706,0.0020369133,0.00019168737,0.00018923872,0.00029221168,0.00055295904],"domain_scores_gemma":[0.9937977,0.0031539162,0.0007910086,0.00023035351,0.00053383375,0.0014930873],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032765532,0.0007605289,0.00049131893,0.0007522463,0.010686123,0.0030021942,0.001521255,0.0044370247,0.00294768],"category_scores_gemma":[0.015297467,0.0004728995,0.00059574365,0.0011994786,0.0028931485,0.0030582135,0.0035044407,0.0062518204,0.00061568985],"study_design_candidate":"case_report","study_design_consensus":"case_report","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000114929055,0.0008311277,0.033521883,0.000705812,0.00004355568,0.44095302,0.41155574,0.0005315817,0.0005326911,0.009398973,0.040179793,0.061630853],"study_design_scores_gemma":[0.000030924686,0.00032775482,0.0065290523,0.0011456542,0.000040772888,0.34751675,0.53690934,0.0009632709,0.00072465744,0.00519806,0.10049781,0.000115953815],"about_ca_topic_score_codex":0.004329705,"about_ca_topic_score_gemma":0.012137492,"teacher_disagreement_score":0.010686123,"about_ca_system_score_codex":0.0033950242,"about_ca_system_score_gemma":0.003298532,"threshold_uncertainty_score":0.024632692},"labels":[],"label_agreement":null},{"id":"W4416510363","doi":"10.2196/81968","title":"Diagnostics and Decisions: Molecular Test Insights in Shared Decision-Making for Managing Respiratory Infections","year":2025,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Respiratory viral infections research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Intertek (Canada)","funders":"","keywords":"Molecular diagnostics; Respiratory tract infections; Infectious disease (medical specialty); Diagnostic test; Disease; Health care; Point-of-care testing; Respiratory tract","score_opus":0.10635281790492689,"score_gpt":0.46324716311975006,"score_spread":0.35689434521482316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416510363","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08029644,0.01726347,0.3428588,0.47078067,0.0030995177,0.0011021463,0.0002772346,0.0003454652,0.08397626],"genre_scores_gemma":[0.7771217,0.0063452893,0.20195991,0.010720699,0.0007727498,0.00052358024,0.00008762354,0.00006403997,0.0024043452],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9165734,0.07536232,0.0013746482,0.0016096713,0.0033365316,0.0017434948],"domain_scores_gemma":[0.9158876,0.06863032,0.006304679,0.0025806385,0.003083058,0.00351368],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0646823,0.0010059284,0.00063187093,0.0018139698,0.005532365,0.011878341,0.0025419488,0.004718192,0.0061517176],"category_scores_gemma":[0.08216533,0.0006181066,0.0012687269,0.0011151173,0.018651338,0.008143528,0.014394549,0.00631598,0.0007426918],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00053322554,0.00062377343,0.018345144,0.0026603865,0.0003938555,0.0021332074,0.13279876,0.008608664,0.0023289968,0.42890283,0.024660582,0.37801057],"study_design_scores_gemma":[0.00013059679,0.00036998786,0.0037097612,0.004709405,0.00017637118,0.0012862554,0.054275528,0.009558485,0.002251213,0.81016517,0.11319924,0.00016798235],"about_ca_topic_score_codex":0.0015815491,"about_ca_topic_score_gemma":0.0024649983,"teacher_disagreement_score":0.0646823,"about_ca_system_score_codex":0.0048723533,"about_ca_system_score_gemma":0.01700654,"threshold_uncertainty_score":0.34207678},"labels":[],"label_agreement":null},{"id":"W4417076141","doi":"10.2196/80184","title":"The Design Rationale and Preliminary Evaluation of a Prototype Designed by People With Lived Experience of Psychosis and Professionals: Design Research Study","year":2025,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Lived experience; Field (mathematics); Research design; Power (physics); Boundary (topology); Design methods; Test (biology)","score_opus":0.705229847878266,"score_gpt":0.6109547568896978,"score_spread":0.09427509098856823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417076141","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35348558,0.0013146125,0.45674843,0.0043825055,0.00093742495,0.15193474,0.0008846132,0.00076866936,0.029543426],"genre_scores_gemma":[0.32863086,0.00086249044,0.5595627,0.001157532,0.00008945818,0.10158257,0.00046897915,0.00026128747,0.0073841945],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.91714156,0.06912514,0.0035237663,0.0026517103,0.005679174,0.0018786538],"domain_scores_gemma":[0.9193212,0.05046732,0.0020974956,0.0069824895,0.017686829,0.0034446802],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07565456,0.0011811575,0.00081256055,0.0022482707,0.0036506266,0.0056777257,0.0039480967,0.004090934,0.005700478],"category_scores_gemma":[0.114408515,0.0013008397,0.0012472746,0.0013646693,0.004379273,0.0040131663,0.0038604853,0.0024967445,0.0016163783],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002688843,0.0063778195,0.01019983,0.014246271,0.00021485107,0.0046662036,0.3956397,0.0062229633,0.03758658,0.039729748,0.012550685,0.46987647],"study_design_scores_gemma":[0.0053148414,0.0396319,0.016414316,0.014484247,0.0010002209,0.0058124783,0.28963453,0.021471811,0.054227594,0.026226658,0.52489364,0.00088774523],"about_ca_topic_score_codex":0.0012874545,"about_ca_topic_score_gemma":0.0013414557,"teacher_disagreement_score":0.07565456,"about_ca_system_score_codex":0.0051692734,"about_ca_system_score_gemma":0.00936457,"threshold_uncertainty_score":0.40010434},"labels":[],"label_agreement":null},{"id":"W4417231282","doi":"10.2196/81950","title":"Rethinking Complex Care Using Participatory Medical Cognition and User-Driven Learning Amidst Multimorbidity: Participatory Action Research Study","year":2025,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Participatory action research; Citizen journalism; Cognition; Participatory GIS; Health care; Action (physics); Participatory evaluation; Asynchronous communication","score_opus":0.6171684029850448,"score_gpt":0.5593442708684847,"score_spread":0.05782413211656012,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417231282","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9570728,0.0006190328,0.024986336,0.003958681,0.00012321115,0.003246169,0.000076374374,0.000048003345,0.009869365],"genre_scores_gemma":[0.976389,0.00035722821,0.019302154,0.000854567,0.00003031723,0.0019808838,0.000035996356,0.000015389542,0.0010345214],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9284166,0.0629058,0.0012379311,0.0027351,0.0022560498,0.0024485476],"domain_scores_gemma":[0.93301934,0.051776744,0.0040432205,0.004451039,0.0037424788,0.0029671076],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06419591,0.0007055343,0.0007012953,0.0019343771,0.0061110663,0.005381537,0.0022813245,0.0019013761,0.0028917552],"category_scores_gemma":[0.049326073,0.00051481085,0.0012369226,0.0010815045,0.007772254,0.0044545946,0.0099200085,0.0032300735,0.00028466148],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034805748,0.004705247,0.027544959,0.0013694145,0.00019257356,0.0010866205,0.83650756,0.0010895816,0.0014902668,0.0138831865,0.0017892465,0.10999333],"study_design_scores_gemma":[0.0005319435,0.004365238,0.02090338,0.0020965594,0.00028306426,0.00077835144,0.90021294,0.0076981517,0.0027620574,0.02594421,0.0342505,0.00017354256],"about_ca_topic_score_codex":0.0022536607,"about_ca_topic_score_gemma":0.004633224,"teacher_disagreement_score":0.06419591,"about_ca_system_score_codex":0.0041262093,"about_ca_system_score_gemma":0.011440876,"threshold_uncertainty_score":0.33950448},"labels":[],"label_agreement":null},{"id":"W7108973963","doi":"10.2196/83551","title":"Barriers and Facilitators of Digital Transformation in Health Care: Mixed Methods Study","year":2025,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Digital transformation; Digital health; Health care; eHealth; Qualitative research; Transformation (genetics); Work (physics)","score_opus":0.1908907778982895,"score_gpt":0.5520655493215838,"score_spread":0.3611747714232943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7108973963","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9922586,0.00086970435,0.0020552012,0.0002129621,0.000020189658,0.0036454652,0.00021145398,0.000008874647,0.00071748596],"genre_scores_gemma":[0.9737439,0.0013905986,0.009016491,0.0006065555,0.000054554188,0.014028096,0.00025986118,0.000008237817,0.00089177315],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.98626095,0.009223658,0.0014731578,0.0009492428,0.0011624178,0.00093055883],"domain_scores_gemma":[0.9809373,0.012301696,0.0034535045,0.0009379437,0.001724372,0.000645247],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.020156467,0.0009728627,0.0015547667,0.0028420703,0.0024601172,0.002175934,0.0014627373,0.0014288954,0.003402095],"category_scores_gemma":[0.015383879,0.0011554137,0.0021695173,0.0022629846,0.001170341,0.0020353235,0.0021746545,0.0009960628,0.0003432532],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025260563,0.015525436,0.68730724,0.0068125445,0.001599515,0.0015794184,0.18035036,0.0005250641,0.001983077,0.002391353,0.0012685006,0.098131485],"study_design_scores_gemma":[0.0017614843,0.028299974,0.53203493,0.004846511,0.0022769927,0.0018167812,0.40784147,0.005353375,0.0034984592,0.0023968196,0.009607849,0.000265267],"about_ca_topic_score_codex":0.0025911184,"about_ca_topic_score_gemma":0.0043335403,"teacher_disagreement_score":0.020156467,"about_ca_system_score_codex":0.0024610327,"about_ca_system_score_gemma":0.00434987,"threshold_uncertainty_score":0.10659891},"labels":[],"label_agreement":null},{"id":"W7154390701","doi":"10.2196/69746","title":"Participatory System Mapping of a Hospice Care System: Hybrid Design Workshops With Hospice Stakeholders (Preprint)","year":2024,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Hospice care; Systems design; Participatory design; Citizen journalism; Participatory action research","score_opus":0.15743803646513266,"score_gpt":0.3249108168308943,"score_spread":0.16747278036576163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7154390701","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.50345504,0.00017405601,0.45272833,0.004398205,0.00020650207,0.0055355495,0.00043464708,0.0005160051,0.03255157],"genre_scores_gemma":[0.819137,0.00010581267,0.17269881,0.00038853858,0.000019195819,0.0027480936,0.00015920747,0.00014094631,0.004602421],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.97154444,0.025180694,0.00038629977,0.0011327339,0.0009551843,0.00080077455],"domain_scores_gemma":[0.9573065,0.03604948,0.00076054275,0.002113962,0.0026184632,0.0011510471],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.027832063,0.0009559191,0.0005465723,0.001002067,0.0066752993,0.004824753,0.0019645754,0.0023973705,0.007256448],"category_scores_gemma":[0.030197717,0.00066254206,0.00083489687,0.0009960647,0.005144402,0.0038603183,0.006092253,0.0019714865,0.0006074104],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005673627,0.0014397909,0.008828549,0.002040233,0.00011058274,0.0017114604,0.79272693,0.01360664,0.0211282,0.026841545,0.004986803,0.12601182],"study_design_scores_gemma":[0.0005401264,0.0029503433,0.010456025,0.001356163,0.00024389966,0.0008032965,0.72966576,0.0401164,0.036762204,0.05807542,0.118754216,0.00027622748],"about_ca_topic_score_codex":0.0038071226,"about_ca_topic_score_gemma":0.0063927444,"teacher_disagreement_score":0.027832063,"about_ca_system_score_codex":0.0036778727,"about_ca_system_score_gemma":0.008270699,"threshold_uncertainty_score":0.14719176},"labels":[],"label_agreement":null}]}