{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":220,"total_is_capped":false,"direct_labels_cover":7,"predictions_cover":220,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"0196d5cb0103","filters":{"venue":"BMC Medical Ethics"}},"results":[{"id":"W3200759624","doi":"10.1186/s12910-021-00687-3","title":"Privacy and artificial intelligence: challenges for protecting health information in a new era","year":2021,"lang":"en","type":"article","venue":"BMC Medical Ethics","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":919,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"Office of the Privacy Commissioner of Canada","keywords":"Custodians; Agency (philosophy); Data Protection Act 1998; Internet privacy; Information privacy; Big data; Health care; Business; United States National Security Agency; Privacy by Design; Computer security; Public relations; Computer science; Political science; National security; Law; Data mining","authors":[{"name":"Blake Murdoch","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4883424299544199,"gpt":0.5185391265764749,"spread":0.03019669662205504,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08989751,0.0007525471,0.001835948,0.002063201,0.006213579,0.01965626,0.003572486,0.01767891,0.004994499],"category_scores_gemma":[0.08145267,0.0007580644,0.001441341,0.002658265,0.06422487,0.03311275,0.01086254,0.02547029,0.002133103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006641355,"about_ca_system_score_gemma":0.01308295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002722235,"about_ca_topic_score_gemma":0.001354329,"domain_scores_codex":[0.9223061,0.0547377,0.003139754,0.004387272,0.01350861,0.001920586],"domain_scores_gemma":[0.7826307,0.174266,0.005263326,0.01911402,0.01330735,0.005418633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005997478,0.00005928679,0.0008946129,0.0008854776,0.00006158375,0.0002830179,0.005405349,0.0007825614,0.0003568332,0.8533246,0.05140726,0.0864795],"study_design_scores_gemma":[0.0000177069,0.00003535021,0.0003564743,0.001421686,0.00002136277,0.0004737049,0.002160564,0.0006466851,0.0002215399,0.8327835,0.1618237,0.00003773533],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.001779879,0.03918361,0.03202969,0.907643,0.002313014,0.00004441344,0.00008253265,0.00006968729,0.01685418],"genre_scores_gemma":[0.2979872,0.1465016,0.08711942,0.4215291,0.03448693,0.0006120039,0.0004077707,0.0003062535,0.01104976],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08989751,"threshold_uncertainty_score":0.4754291,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3115247823","doi":"10.1186/s12910-021-00577-8","title":"Artificial intelligence for good health: a scoping review of the ethics literature","year":2021,"lang":"en","type":"review","venue":"BMC Medical Ethics","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":399,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canada Research Chairs; Lunenfeld-Tanenbaum Research Institute; Public Health Ontario; University of Toronto","funders":"","keywords":"Philosophy of medicine; Public health; Health care; Population health; Accountability; Global health; Population; Thematic analysis; Information ethics; Public relations; Medicine; Political science; Sociology; Social science; Qualitative research; Nursing; Environmental health; Law; Alternative medicine; Pathology","authors":[{"name":"Kathleen Murphy","is_ca":true},{"name":"Erica Di Ruggiero","is_ca":true},{"name":"Ross Upshur","is_ca":true},{"name":"Donald J. Willison","is_ca":true},{"name":"Neha Malhotra","is_ca":true},{"name":"Jia Cai","is_ca":true},{"name":"Nakul Malhotra","is_ca":true},{"name":"Vincci Lui","is_ca":true},{"name":"Jennifer Gibson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.7005869209800488,"gpt":0.6332030274145729,"spread":0.06738389356547592,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04358689,0.001401141,0.003549371,0.03601178,0.002979438,0.008388644,0.002271324,0.005650079,0.004720188],"category_scores_gemma":[0.1720399,0.001362409,0.003441474,0.03011705,0.004878153,0.009075654,0.005117246,0.003945909,0.0008034498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01061361,"about_ca_system_score_gemma":0.03688405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00619942,"about_ca_topic_score_gemma":0.01211248,"domain_scores_codex":[0.9571847,0.02281604,0.01092856,0.001355296,0.006873357,0.0008420505],"domain_scores_gemma":[0.7390693,0.2284436,0.01280423,0.002311731,0.01626167,0.001109397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00009719936,0.00006792155,0.001194413,0.5891956,0.0008454357,0.0006610912,0.009030417,0.0005584746,0.000220108,0.0248425,0.0252123,0.3480745],"study_design_scores_gemma":[0.00001465163,0.00002769145,0.0007850103,0.9187287,0.0005806189,0.0003287753,0.002746379,0.00009537198,0.00006714078,0.004559562,0.07204156,0.00002441058],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006303798,0.9909038,0.000582732,0.004994315,0.000456375,0.0002557752,0.00009113739,0.000006674164,0.002078911],"genre_scores_gemma":[0.007519158,0.9879479,0.001392998,0.001888093,0.0002884398,0.000646809,0.0001090153,0.000008287152,0.0001993037],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04358689,"threshold_uncertainty_score":0.2305123,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1946608582","doi":"10.1186/1472-6939-7-12","title":"Pandemic influenza preparedness: an ethical framework to guide decision-making","year":2006,"lang":"en","type":"article","venue":"BMC Medical Ethics","topic":"Disaster Response and Management","field":"Health Professions","cited_by":293,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Health Sciences Centre; Sunnybrook Health Science Centre; St. Michael's Hospital","funders":"University of Toronto","keywords":"Philosophy of medicine; Pandemic; Preparedness; Health care; Public health; Engineering ethics; Political science; Public relations; Sociology; Medicine; Nursing; Coronavirus disease 2019 (COVID-19); Law; Engineering; Infectious disease (medical specialty)","authors":[{"name":"Alison Thompson","is_ca":true},{"name":"Karen Faith","is_ca":true},{"name":"Jennifer Gibson","is_ca":true},{"name":"Ross Upshur","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1403967611457313,"gpt":0.5512633422268993,"spread":0.410866581081168,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1673627,0.002030746,0.001504839,0.00538525,0.01596714,0.02051662,0.005729144,0.01590847,0.004144405],"category_scores_gemma":[0.08945937,0.001022369,0.002173883,0.002828434,0.06311756,0.01492912,0.01574908,0.01860311,0.001762946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0199578,"about_ca_system_score_gemma":0.06969132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00694084,"about_ca_topic_score_gemma":0.007935539,"domain_scores_codex":[0.8336281,0.1433961,0.006382742,0.002705356,0.01034708,0.003540627],"domain_scores_gemma":[0.8803453,0.0793537,0.006903404,0.005527771,0.01849638,0.009373344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002389486,0.00009630328,0.0006621949,0.0004931416,0.00002945825,0.0005214267,0.04396441,0.003342031,0.0003042444,0.8988584,0.02859753,0.023107],"study_design_scores_gemma":[0.00004530693,0.00005397131,0.0002975182,0.00152051,0.00001828583,0.0004651235,0.0220882,0.003786503,0.000311525,0.7914469,0.1798726,0.00009356459],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.007720016,0.003641324,0.4430298,0.4315602,0.002317857,0.002711161,0.0001682163,0.0002898185,0.1085617],"genre_scores_gemma":[0.3199064,0.003284126,0.6344678,0.02849382,0.0007653583,0.004141103,0.000222872,0.0001348271,0.008583807],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1673627,"threshold_uncertainty_score":0.8851089,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2176273057","doi":"10.1186/s12910-015-0072-2","title":"Co-design and implementation research: challenges and solutions for ethics committees","year":2015,"lang":"en","type":"article","venue":"BMC Medical Ethics","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":289,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"National Institute for Health and Care Research","keywords":"Research ethics; Framing (construction); Engineering ethics; Participatory action research; Research design; Transparency (behavior); General partnership; Philosophy of medicine; Deliberation; Corporate governance; Psychological intervention; Sociology; Public relations; Political science; Medicine; Engineering; Business; Nursing; Law","authors":[{"name":"Felicity Goodyear‐Smith","is_ca":false},{"name":"Claire Jackson","is_ca":false},{"name":"Trisha Greenhalgh","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.9357890859840592,"gpt":0.6705820551753368,"spread":0.2652070308087224,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.7148778,0.002758849,0.005634541,0.005060819,0.02334091,0.04311066,0.01171092,0.03582309,0.008587462],"category_scores_gemma":[0.66496,0.003240752,0.004109662,0.007523281,0.09292211,0.05720573,0.04057497,0.05021289,0.004416738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0219025,"about_ca_system_score_gemma":0.113519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002746005,"about_ca_topic_score_gemma":0.001999858,"domain_scores_codex":[0.133783,0.7825479,0.02704914,0.01321131,0.03677319,0.006635493],"domain_scores_gemma":[0.07454926,0.7619792,0.02686781,0.05234554,0.05895814,0.02530011],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002328598,0.0004454716,0.003389453,0.004058633,0.0002517073,0.0007290383,0.04747489,0.002680618,0.0006066406,0.7222886,0.06170371,0.1561384],"study_design_scores_gemma":[0.0002366818,0.0002834845,0.0008555064,0.007927991,0.00008669312,0.0007016236,0.02060194,0.003365712,0.0005855655,0.7804038,0.1847135,0.0002375347],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.003106,0.01319535,0.1684126,0.7984876,0.004776588,0.001087294,0.00004393162,0.0003230756,0.01056764],"genre_scores_gemma":[0.2570575,0.01468958,0.5241516,0.1699364,0.008527285,0.0184593,0.0002468007,0.0008321866,0.006099357],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2851222,"threshold_uncertainty_score":0.3516064,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":["metaresearch"],"domain":"methods","study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["metaresearch"],"domain":"methods","study_design":"theoretical_or_conceptual","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W2160284109","doi":"10.1186/1472-6939-5-5","title":"Under-representation of developing countries in the research literature: ethical issues arising from a survey of five leading medical journals","year":2004,"lang":"en","type":"article","venue":"BMC Medical Ethics","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":256,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Philosophy of medicine; Medical law; Representation (politics); Engineering ethics; Ethical issues; Ethical theory; Social science; Sociology; Political science; Psychology; Management science; Epistemology; Medicine; Alternative medicine; Law; Philosophy; Politics; Engineering; Pathology","authors":[{"name":"Athula Sumathipala","is_ca":false},{"name":"Sisira Siribaddana","is_ca":false},{"name":"Vikram Patel","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.8303308877891643,"gpt":0.7040489758797837,"spread":0.1262819119093807,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.09844383,0.0002733547,0.0007196688,0.01996604,0.00297257,0.006086593,0.001060588,0.001135765,0.001412209],"category_scores_gemma":[0.2557821,0.0005489986,0.0005652232,0.01996325,0.004143104,0.00299488,0.006939312,0.0007249833,0.0002784644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002935943,"about_ca_system_score_gemma":0.005582209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002446222,"about_ca_topic_score_gemma":0.003976158,"domain_scores_codex":[0.8646145,0.07195925,0.03570364,0.004730046,0.0198098,0.003182693],"domain_scores_gemma":[0.4399701,0.281024,0.206499,0.01436808,0.04660724,0.01153155],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001881536,0.00004050452,0.9232493,0.001279424,0.0001629457,0.0007215333,0.0459163,0.00004980916,0.0006078818,0.0009910673,0.001212024,0.02558108],"study_design_scores_gemma":[0.00002900468,0.000192707,0.8668602,0.002005326,0.0001553124,0.003056441,0.1129027,0.0001856484,0.0006475637,0.0009022186,0.01300742,0.00005538827],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9769199,0.01000382,0.0007448017,0.008145642,0.00009802009,0.000222144,0.0005290196,0.00001312664,0.00332348],"genre_scores_gemma":[0.9935309,0.003185798,0.0009699161,0.001646733,0.0001089633,0.0001509634,0.000216526,0.00001219134,0.0001780064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.980034,"threshold_uncertainty_score":0.520627,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2767304915","doi":"10.1186/s12910-017-0220-y","title":"Ethical aspects of brain computer interfaces: a scoping review","year":2017,"lang":"en","type":"review","venue":"BMC Medical Ethics","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":224,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Montreal Clinical Research Institute","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research","keywords":"Neuroethics; Brain–computer interface; CINAHL; Research ethics; Philosophy of medicine; Engineering ethics; Autonomy; Toolbox; Personhood; Psychology; Sociology; Computer science; Medicine; Psychological intervention; Political science; Engineering; Alternative medicine","authors":[{"name":"Sasha Burwell","is_ca":true},{"name":"Matthew Sample","is_ca":true},{"name":"Éric Racine","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3660975314001984,"gpt":0.5070105555188588,"spread":0.1409130241186604,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05342465,0.001562491,0.002923747,0.02328061,0.003108569,0.007587263,0.002474269,0.007075417,0.003501192],"category_scores_gemma":[0.2157757,0.001242338,0.002969013,0.01673502,0.00564736,0.007224999,0.005214241,0.004515765,0.000711572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009350641,"about_ca_system_score_gemma":0.03677482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00666221,"about_ca_topic_score_gemma":0.01176216,"domain_scores_codex":[0.9443977,0.02959623,0.01339149,0.001607479,0.01017931,0.0008277544],"domain_scores_gemma":[0.6842644,0.2703713,0.01766221,0.002815665,0.02375578,0.001130784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00008041296,0.00006325075,0.001153235,0.3977357,0.0005793549,0.0006755915,0.006611591,0.0005725547,0.0002416115,0.02599591,0.0244573,0.5418334],"study_design_scores_gemma":[0.000009957566,0.00002581235,0.0005457028,0.8851839,0.0005479815,0.0004482166,0.002373336,0.0001120847,0.000122788,0.005053138,0.1055519,0.00002529835],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000446198,0.9896765,0.0008951172,0.005851441,0.0006335874,0.0002772293,0.0000659127,0.000008009122,0.002145991],"genre_scores_gemma":[0.008396273,0.9863657,0.001662802,0.002211536,0.000333985,0.0006501829,0.00009973873,0.00001045547,0.0002692607],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.05342465,"threshold_uncertainty_score":0.2825399,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2123477413","doi":"10.1186/1472-6939-7-5","title":"On pandemics and the duty to care: whose duty? who cares?","year":2006,"lang":"en","type":"article","venue":"BMC Medical Ethics","topic":"Disaster Response and Management","field":"Health Professions","cited_by":205,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Public Health; Public Health Ontario; Hospital for Sick Children; Toronto Western Hospital; University of Toronto; University Health Network; Health Sciences Centre; Sunnybrook Health Science Centre","funders":"Canadian Institutes of Health Research; University of Toronto","keywords":"Duty; Pandemic; Philosophy of medicine; Health care; Medicine; Outbreak; Public health; Duty of care; Communicable disease; Disease; Public relations; Political science; Nursing; Infectious disease (medical specialty); Law; Alternative medicine; Coronavirus disease 2019 (COVID-19); Virology","authors":[{"name":"Carly Ruderman","is_ca":true},{"name":"C. Shawn Tracy","is_ca":true},{"name":"Cécile M. Bensimon","is_ca":true},{"name":"Mark Bernstein","is_ca":true},{"name":"Laura Hawryluck","is_ca":true},{"name":"Randi Zlotnik Shaul","is_ca":true},{"name":"Ross Upshur","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0751421406878624,"gpt":0.4477038351526234,"spread":0.372561694464761,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03614797,0.0007982719,0.001027055,0.001133669,0.01281678,0.01160308,0.004727301,0.04183779,0.007839197],"category_scores_gemma":[0.09123781,0.0005488356,0.001016704,0.001483759,0.05771022,0.0233397,0.009388154,0.04147691,0.001591809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01343868,"about_ca_system_score_gemma":0.02021588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03197893,"about_ca_topic_score_gemma":0.02406175,"domain_scores_codex":[0.9703934,0.01753404,0.00175297,0.002327594,0.004413811,0.003578252],"domain_scores_gemma":[0.8502149,0.11378,0.008766005,0.003668181,0.01720569,0.006365289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005153106,0.00002278727,0.001497803,0.0005294559,0.00001944635,0.0008718254,0.06788742,0.0001835688,0.0002169131,0.2920273,0.6258673,0.01082457],"study_design_scores_gemma":[0.00003293627,0.0000303103,0.002611045,0.002986155,0.00001868386,0.0005898878,0.06035868,0.0002371531,0.0002590634,0.1021034,0.8306216,0.0001510685],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001010262,0.003042224,0.0002338841,0.9852015,0.004194992,0.000004783678,0.00001794229,0.000005613259,0.00628872],"genre_scores_gemma":[0.0472729,0.005978512,0.0003113602,0.9341601,0.009225328,0.00002194665,0.00002897421,0.00003458354,0.002966331],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04183779,"threshold_uncertainty_score":0.191171,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2412787177","doi":"10.1186/s12910-016-0117-1","title":"Citizen science or scientific citizenship? Disentangling the uses of public engagement rhetoric in national research initiatives","year":2016,"lang":"en","type":"article","venue":"BMC Medical Ethics","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":201,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"National Human Genome Research Institute; University of Oxford; Wellcome Trust; Wellcome","keywords":"Rhetoric; Public relations; Sociology; Public engagement; Context (archaeology); Political science; Citizenship; Citizen science; Civic engagement; Government (linguistics); Politics; Law","authors":[{"name":"Jessica Woolley","is_ca":false},{"name":"Michelle L. McGowan","is_ca":false},{"name":"Harriet Teare","is_ca":false},{"name":"Victoria Coathup","is_ca":false},{"name":"Jennifer R. Fishman","is_ca":true},{"name":"Richard A. Settersten","is_ca":false},{"name":"Sigrid Sterckx","is_ca":false},{"name":"Jane Kaye","is_ca":false},{"name":"Eric T. Juengst","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.50264838271306,"gpt":0.4666921157320523,"spread":0.03595626698100773,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.1191941,0.0006923051,0.001177856,0.005317192,0.01808076,0.02802447,0.003289868,0.01140135,0.003437776],"category_scores_gemma":[0.1214435,0.0007833056,0.0008317465,0.004628165,0.1159163,0.03657524,0.01650112,0.01465723,0.0005691506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01544986,"about_ca_system_score_gemma":0.01269859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00366789,"about_ca_topic_score_gemma":0.00360005,"domain_scores_codex":[0.8818275,0.09646429,0.002053984,0.005118902,0.01108717,0.003448089],"domain_scores_gemma":[0.7533542,0.2220779,0.006750817,0.007489621,0.007978741,0.002348817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001475305,0.00001054198,0.0003017288,0.00005555432,0.000003934452,0.00005102606,0.1011068,0.00003897809,0.00005536988,0.8945146,0.0009692727,0.002877428],"study_design_scores_gemma":[0.00003998281,0.00003784117,0.0008072405,0.001143588,0.00003114119,0.0001763376,0.1516767,0.0007697824,0.0006804643,0.7137938,0.1307993,0.00004379955],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1118817,0.006710985,0.05587394,0.2788112,0.001524986,0.000198801,0.00008264818,0.0001416855,0.5447739],"genre_scores_gemma":[0.9786775,0.0009391464,0.004288466,0.01175611,0.0004935031,0.0004056205,0.00002512785,0.0001321083,0.003282427],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9819192,"threshold_uncertainty_score":0.6303663,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2028754905","doi":"10.1186/1472-6939-15-42","title":"Authorship ethics in global health research partnerships between researchers from low or middle income countries and high income countries","year":2014,"lang":"en","type":"article","venue":"BMC Medical Ethics","topic":"Global Health and Surgery","field":"Medicine","cited_by":169,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; University of Alberta; Centre for Interdisciplinary Research in Rehabilitation; Université de Montréal","funders":"Social Sciences and Humanities Research Council of Canada; Faculty of Arts and Sciences; Institut pour la Recherche en Santé Publique; Université de Montréal","keywords":"Public relations; Global health; General partnership; Political science; Research ethics; Health care; Sociology; Psychology; Law","authors":[{"name":"Elise Smith","is_ca":true},{"name":"Matthew Hunt","is_ca":true},{"name":"Zubin Master","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4473980795999612,"gpt":0.516492018057883,"spread":0.06909393845792183,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.422641,0.0005539192,0.001323372,0.002357641,0.01647343,0.02448647,0.003715891,0.01627086,0.004112747],"category_scores_gemma":[0.5374807,0.001113981,0.0008745864,0.003062325,0.05226023,0.01414177,0.02295039,0.01039781,0.001411944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006902684,"about_ca_system_score_gemma":0.06772436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001097043,"about_ca_topic_score_gemma":0.00148892,"domain_scores_codex":[0.3261047,0.6102385,0.01982632,0.009753304,0.0246164,0.009460832],"domain_scores_gemma":[0.2351416,0.5867147,0.05605073,0.04700588,0.03672892,0.03835805],"domain_codex":"methods","domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004621435,0.0002247202,0.02247692,0.002528405,0.0001567235,0.00297874,0.307087,0.0009220793,0.0008304307,0.5231319,0.02748159,0.1117194],"study_design_scores_gemma":[0.0003518129,0.0004582238,0.00531174,0.006234352,0.00009041753,0.003585544,0.0945257,0.002168453,0.001622968,0.6645371,0.2209217,0.0001919589],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1524224,0.0243891,0.1082229,0.56124,0.01062025,0.004673867,0.0001706685,0.0002293924,0.1380315],"genre_scores_gemma":[0.9029617,0.00508937,0.03649955,0.03926502,0.003045448,0.003306661,0.0000718662,0.00009276059,0.009667553],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9837291,"threshold_uncertainty_score":0.7119864,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2117903034","doi":"10.1186/1472-6939-4-1","title":"DNA databanks and consent: A suggested policy option involving an authorization model","year":2003,"lang":"en","type":"article","venue":"BMC Medical Ethics","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":165,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; University of Alberta","funders":"Department of Family and Community Medicine, University of Toronto; Hospital for Sick Children; GlaxoSmithKline; University Health Network; University of Toronto; Canadian Institutes of Health Research; Genome Canada","keywords":"Informed consent; Autonomy; Philosophy of medicine; Legislature; Discretion; Research ethics; Authorization; Computer science; Psychology; Internet privacy; Engineering ethics; Medicine; Computer security; Law; Political science; Alternative medicine; Engineering","authors":[{"name":"Timothy Caulfield","is_ca":true},{"name":"Ross Upshur","is_ca":true},{"name":"Abdallah S. Daar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.6577253187772188,"gpt":0.6092377289471101,"spread":0.0484875898301087,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.1478152,0.00127355,0.001591899,0.002063414,0.00826422,0.01690391,0.006299682,0.05277592,0.01707829],"category_scores_gemma":[0.160182,0.001460359,0.002757058,0.002602714,0.03667111,0.04092512,0.01174599,0.0195225,0.003113379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01011372,"about_ca_system_score_gemma":0.02662181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0051494,"about_ca_topic_score_gemma":0.003968657,"domain_scores_codex":[0.8553864,0.1014452,0.008528189,0.01227746,0.0150678,0.007295078],"domain_scores_gemma":[0.8062749,0.1503811,0.006990262,0.01978738,0.01181516,0.004751199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000300825,0.00001982912,0.0001563045,0.00003033877,0.000006295492,0.0001301499,0.0004171705,0.0003464987,0.00007646503,0.9937225,0.002472718,0.002591716],"study_design_scores_gemma":[0.0001709765,0.00006513194,0.000126173,0.000224948,0.00002481957,0.0002683596,0.0004310622,0.002872089,0.0002920529,0.9676409,0.02781977,0.00006372044],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01683759,0.001332013,0.348367,0.4451663,0.002091989,0.002144583,0.0003222494,0.0003329103,0.1834053],"genre_scores_gemma":[0.6094387,0.001436912,0.2581322,0.08844589,0.003267892,0.005085445,0.0002794478,0.0001427552,0.03377085],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9472241,"threshold_uncertainty_score":0.7817306,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2165699858","doi":"10.1186/1472-6939-2-1","title":"Clinical ethics revisited","year":2001,"lang":"en","type":"article","venue":"BMC Medical Ethics","topic":"Ethics in medical practice","field":"Health Professions","cited_by":154,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"De Veber; University of Toronto","funders":"","keywords":"Philosophy of medicine; Engineering ethics; Clinical Ethics; Information ethics; Applied ethics; Nursing ethics; Research ethics; Perspective (graphical); Medical ethics; Field (mathematics); Military medical ethics; Meta-ethics; Medicine; Political science; Alternative medicine; Law; Engineering; Pathology; Computer science","authors":[{"name":"Peter Singer","is_ca":true},{"name":"Edmund D. Pellegrino","is_ca":false},{"name":"Mark Siegler","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4975575211729197,"gpt":0.6575735971404454,"spread":0.1600160759675257,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04015613,0.0007429261,0.00124178,0.003302859,0.01231814,0.01439182,0.00233767,0.02495117,0.005979177],"category_scores_gemma":[0.06721734,0.0006972446,0.00140033,0.002864467,0.05843886,0.01482289,0.01134723,0.04191132,0.001476251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02462696,"about_ca_system_score_gemma":0.02965282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01259217,"about_ca_topic_score_gemma":0.01169845,"domain_scores_codex":[0.9303731,0.04668656,0.002411464,0.004675613,0.01144554,0.004407749],"domain_scores_gemma":[0.9219767,0.05861552,0.002801153,0.001479204,0.01018215,0.00494536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000110795,0.00001056145,0.0001780708,0.0001373985,0.000006370788,0.0002645444,0.003230331,0.0001476625,0.00004446155,0.9505209,0.03227941,0.01316925],"study_design_scores_gemma":[0.00003311985,0.00002896632,0.0005545372,0.001270077,0.000008052468,0.001167042,0.004059696,0.0002775096,0.00007936897,0.4814534,0.5110333,0.00003484113],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002266077,0.05064979,0.003844777,0.8923354,0.005533438,0.00001859899,0.00001542569,0.00001819648,0.04531833],"genre_scores_gemma":[0.2542481,0.04336025,0.00426632,0.6509627,0.0244761,0.0001610559,0.0000452486,0.000144869,0.02233536],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04015613,"threshold_uncertainty_score":0.2123684,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2102453431","doi":"10.1186/s12910-015-0059-z","title":"Paternalism and autonomy: views of patients and providers in a transitional (post-communist) country","year":2015,"lang":"en","type":"article","venue":"BMC Medical Ethics","topic":"Ethics in medical practice","field":"Health Professions","cited_by":138,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Muscular Dystrophy Canada","funders":"","keywords":"Paternalism; Autonomy; Philosophy of medicine; Focus group; Context (archaeology); Medical ethics; Bioethics; Qualitative research; Medical law; Informed consent; Psychology; Medicine; Beneficence; Nursing; Medical education; Family medicine; Political science; Law; Sociology; Alternative medicine; Social science","authors":[{"name":"Lucija Murgić","is_ca":false},{"name":"P. C. Hebert","is_ca":true},{"name":"Slavica Sović","is_ca":false},{"name":"Gordana Pavleković","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.192745032314988,"gpt":0.4937472930087446,"spread":0.3010022606937567,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01148552,0.0002783601,0.0005045783,0.0005774829,0.01136702,0.005883056,0.001010266,0.002638914,0.002033832],"category_scores_gemma":[0.0167989,0.0004822005,0.0003860722,0.0006636492,0.01194305,0.002835767,0.005483936,0.006303245,0.000160458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004119975,"about_ca_system_score_gemma":0.006430832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01020641,"about_ca_topic_score_gemma":0.01047398,"domain_scores_codex":[0.985984,0.0110133,0.000339052,0.0004364631,0.0009665817,0.001260486],"domain_scores_gemma":[0.9847435,0.009544022,0.001906727,0.0002632406,0.0008287606,0.002713772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006232232,0.00003753815,0.009723713,0.00007796696,0.00001411896,0.0005948897,0.9825206,0.00004195226,0.0002818999,0.002067611,0.001046376,0.003531041],"study_design_scores_gemma":[0.00001274371,0.00007614206,0.004102318,0.0001529973,0.000009080501,0.0008229615,0.9868404,0.00008267492,0.0000975212,0.0004163018,0.007366483,0.00002052806],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9805401,0.001663767,0.0004663079,0.01282527,0.0001508833,0.00002195537,0.0000221164,0.000005275477,0.004304206],"genre_scores_gemma":[0.9970536,0.0005617491,0.00009718839,0.001812799,0.00003015928,0.00001185666,0.000008325462,0.000003385266,0.0004208241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01148552,"threshold_uncertainty_score":0.06074196,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2095440150","doi":"10.1186/1472-6939-13-15","title":"Seeking consent to genetic and genomic research in a rural Ghanaian setting: A qualitative study of the MalariaGEN experience","year":2012,"lang":"en","type":"article","venue":"BMC Medical Ethics","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":137,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Institutes of Health; University of Toronto; Wellcome Trust; Medical Research Council; Foundation for the National Institutes of Health","keywords":"Informed consent; Philosophy of medicine; Qualitative research; Focus group; Psychology; Bioethics; Literacy; Medical education; Medicine; Alternative medicine; Sociology; Political science; Social science; Pedagogy; Pathology","authors":[{"name":"Paulina Tindana","is_ca":false},{"name":"Susan Bull","is_ca":false},{"name":"Lucas Amenga–Etego","is_ca":false},{"name":"Jantina de Vries","is_ca":false},{"name":"Raymond Aborigo","is_ca":false},{"name":"Kwadwo Koram","is_ca":false},{"name":"Dominic Kwiatkowski","is_ca":false},{"name":"Michael Parker","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.7429013206932378,"gpt":0.6781100936273219,"spread":0.06479122706591589,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0282753,0.0005905069,0.001091611,0.001229779,0.0152658,0.004071814,0.002363226,0.002986204,0.004029702],"category_scores_gemma":[0.03322097,0.001035116,0.0004606129,0.001319865,0.01774316,0.004951582,0.007938712,0.005090097,0.0004524489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006196677,"about_ca_system_score_gemma":0.008018447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0111931,"about_ca_topic_score_gemma":0.01819548,"domain_scores_codex":[0.9716786,0.02378562,0.0004329783,0.0006649957,0.0009315857,0.002506335],"domain_scores_gemma":[0.9585851,0.02985983,0.002815701,0.0008113857,0.001816932,0.006111113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001783858,0.00002475104,0.0009169119,0.00007499799,0.000001432317,0.001211079,0.995404,0.00001311701,0.0002637775,0.0004901908,0.00027688,0.001305129],"study_design_scores_gemma":[0.000003351506,0.00003621951,0.000457004,0.00009315632,0.000001260299,0.0002776732,0.9952187,0.0000238044,0.00004501881,0.0001452973,0.003692408,0.000006164887],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984431,0.001221124,0.001693719,0.008610512,0.0001054029,0.000300309,0.00006278056,0.0000201005,0.003555098],"genre_scores_gemma":[0.9936005,0.001209911,0.001116843,0.001921462,0.00003483913,0.0002710877,0.00002948266,0.00002466351,0.001791126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0282753,"threshold_uncertainty_score":0.1495358,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2097284181","doi":"10.1186/1472-6939-15-84","title":"Community engagement and the human infrastructure of global health research","year":2014,"lang":"en","type":"article","venue":"BMC Medical Ethics","topic":"Global Health and Surgery","field":"Medicine","cited_by":134,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"National Institutes of Health; National Institute of Allergy and Infectious Diseases; Center for AIDS Research, Johns Hopkins University; Bill and Melinda Gates Foundation; Johns Hopkins University; Center for AIDS Research, University of Washington; Greenwall Foundation","keywords":"Stakeholder engagement; Philosophy of medicine; Stakeholder; Research ethics; CLARITY; Public relations; Engineering ethics; Context (archaeology); Legitimacy; Community engagement; Sociology; Value (mathematics); Political science; Politics; Knowledge management; Medicine","authors":[{"name":"Katherine F. King","is_ca":true},{"name":"Pamela A. Kolopack","is_ca":true},{"name":"Maria W. Merritt","is_ca":false},{"name":"James V. Lavery","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2831248552332,"gpt":0.5169205698867461,"spread":0.233795714653546,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1272275,0.0006222059,0.0007405521,0.002790107,0.01432854,0.01960132,0.00315533,0.008514526,0.007010737],"category_scores_gemma":[0.08624154,0.0005829608,0.001046061,0.001635855,0.1186198,0.01615007,0.03621187,0.009575566,0.0007564415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008829013,"about_ca_system_score_gemma":0.04077037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003027885,"about_ca_topic_score_gemma":0.003007525,"domain_scores_codex":[0.8037874,0.1752356,0.002244843,0.004285083,0.008988671,0.005458385],"domain_scores_gemma":[0.8293549,0.1166341,0.0129907,0.01712248,0.01026604,0.01363176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002104559,0.00003360632,0.001421118,0.0002739103,0.00002174261,0.0002566148,0.05220006,0.0005786088,0.0001754472,0.9200879,0.004337952,0.02059192],"study_design_scores_gemma":[0.00003660567,0.00009115466,0.0009600693,0.00127917,0.00001968039,0.0003334477,0.03066063,0.00065159,0.0002953607,0.8160143,0.1496163,0.00004173297],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05271792,0.01129477,0.1469269,0.4923206,0.002497461,0.001053249,0.00007287596,0.0002279127,0.2928883],"genre_scores_gemma":[0.951842,0.00258577,0.02275426,0.01670635,0.0004810778,0.000771542,0.00004135233,0.00007297996,0.004744637],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1272275,"threshold_uncertainty_score":0.6728514,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1829337408","doi":"10.1186/1472-6939-3-3","title":"Consensus guidelines on analgesia and sedation in dying intensive care unit patients","year":2002,"lang":"en","type":"article","venue":"BMC Medical Ethics","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":120,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto; CARE Canada","funders":"Canadian Institutes of Health Research; University of Toronto","keywords":"Palliative care; Medicine; Intensive care unit; Sedation; Intensive care; Delphi method; Pain medicine; Philosophy of medicine; MEDLINE; Anesthesiology; Nursing; Intensive care medicine; Family medicine; Alternative medicine; Psychiatry; Anesthesia","authors":[{"name":"Laura Hawryluck","is_ca":true},{"name":"William R. Harvey","is_ca":true},{"name":"Louise Lemieux‐Charles","is_ca":true},{"name":"Peter Singer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4645288152738067,"gpt":0.5005368439339822,"spread":0.0360080286601755,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1331427,0.001335223,0.001720278,0.006864636,0.00352519,0.002927935,0.007457438,0.008379879,0.00296029],"category_scores_gemma":[0.1910841,0.0009741919,0.002306056,0.004765567,0.004141659,0.003136912,0.006048098,0.007593732,0.001652035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009339848,"about_ca_system_score_gemma":0.0599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01897751,"about_ca_topic_score_gemma":0.02097326,"domain_scores_codex":[0.8285978,0.1009019,0.04216252,0.002103854,0.02353414,0.002699793],"domain_scores_gemma":[0.7291703,0.09428102,0.01578083,0.005489586,0.146078,0.00920023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003040881,0.0007094853,0.008063529,0.02857372,0.0003380615,0.00276922,0.04770161,0.005447774,0.004595026,0.04567235,0.3264191,0.5294061],"study_design_scores_gemma":[0.0007289626,0.0007004605,0.01598083,0.07912023,0.0004547003,0.003864418,0.02596878,0.005511839,0.003378516,0.06865859,0.7952476,0.0003849537],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.0368867,0.06145927,0.218648,0.5258151,0.01679037,0.0372569,0.002917525,0.0008610992,0.09936498],"genre_scores_gemma":[0.1662585,0.04838994,0.6986388,0.04057706,0.002201851,0.02593263,0.005108908,0.0001997157,0.01269249],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.1331427,"threshold_uncertainty_score":0.704134,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2097861341","doi":"10.1186/1472-6939-12-17","title":"Risk communication and informed consent in the medical tourism industry: A thematic content analysis of canadian broker websites","year":2011,"lang":"en","type":"article","venue":"BMC Medical Ethics","topic":"Global Healthcare and Medical Tourism","field":"Health Professions","cited_by":117,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Simon Fraser University; University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Thematic analysis; Medical tourism; Public relations; Accreditation; Tourism; Directory; Content analysis; Business; Inclusion (mineral); Medicine; Marketing; Political science; Psychology; Medical education; Sociology; Qualitative research; Law","authors":[{"name":"Kali Penney","is_ca":true},{"name":"Jeremy Snyder","is_ca":true},{"name":"Valorie A. Crooks","is_ca":true},{"name":"Rory Johnston","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4735857701879682,"gpt":0.4935949620373495,"spread":0.02000919184938132,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01839272,0.0004264549,0.0007957216,0.01269484,0.008181361,0.006071019,0.001397306,0.000987879,0.001194306],"category_scores_gemma":[0.04215413,0.0003382945,0.0005312754,0.02013243,0.007611176,0.002789011,0.003982983,0.001320144,0.0001046119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03249912,"about_ca_system_score_gemma":0.05156496,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3043675,"about_ca_topic_score_gemma":0.3630786,"domain_scores_codex":[0.9908918,0.003921907,0.0006612956,0.000501327,0.002987504,0.001036358],"domain_scores_gemma":[0.9555929,0.03147411,0.003381255,0.0006756528,0.007577875,0.001298184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007370577,0.0000444294,0.01321297,0.001445216,0.00001760881,0.000815439,0.9569626,0.00009844091,0.0009279409,0.002958781,0.001416648,0.02202621],"study_design_scores_gemma":[0.000006861703,0.00002032606,0.03180666,0.00139405,0.00002943656,0.0002199565,0.9455017,0.0003841904,0.0003883468,0.0005151053,0.01969873,0.00003466635],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9824533,0.001372825,0.001899926,0.001639263,0.00004411243,0.001413352,0.000801853,0.00002261244,0.01035277],"genre_scores_gemma":[0.9868952,0.002433354,0.005926763,0.0004839689,0.00001846559,0.001379301,0.0008045103,0.00004261699,0.002015764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6956325,"threshold_uncertainty_score":0.6051917,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2805745634","doi":"10.1186/s12910-018-0280-7","title":"Deconstructing the notion of “global health research partnerships” across Northern and African contexts","year":2018,"lang":"en","type":"article","venue":"BMC Medical Ethics","topic":"Global Health and Surgery","field":"Medicine","cited_by":116,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"Canadian Institutes of Health Research","keywords":"General partnership; Global health; Public relations; Context (archaeology); Paternalism; Philosophy of medicine; Sociology; Political science; Politics; Economic growth; Public administration; Health care; Law; Medicine","authors":[{"name":"Lara Gautier","is_ca":true},{"name":"Isidore Sieleunou","is_ca":true},{"name":"Albino Kalolo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3208126455374221,"gpt":0.5325710562822805,"spread":0.2117584107448584,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.06967852,0.0006841185,0.0006752083,0.003707922,0.0228604,0.02396507,0.002628822,0.005002299,0.003572129],"category_scores_gemma":[0.04135034,0.0007835859,0.0004574164,0.00331001,0.09726022,0.03009125,0.02557856,0.008744339,0.000372488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02027872,"about_ca_system_score_gemma":0.02852993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008010251,"about_ca_topic_score_gemma":0.009392546,"domain_scores_codex":[0.9401448,0.05089653,0.0009648312,0.001703971,0.00331959,0.002970261],"domain_scores_gemma":[0.9581829,0.03028423,0.003802039,0.00220178,0.002089562,0.003439534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001348338,0.000008983408,0.0005873798,0.0002183624,0.000005829238,0.000260555,0.2082028,0.000106143,0.0001497576,0.7818828,0.0009333387,0.007630541],"study_design_scores_gemma":[0.00001417686,0.00004657448,0.001748351,0.00332846,0.00002781906,0.0008513684,0.3944862,0.0005279179,0.0004773586,0.3876774,0.2107769,0.00003756102],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1778817,0.06295126,0.04333599,0.3472136,0.001668545,0.0002960858,0.00005871269,0.0001011843,0.3664929],"genre_scores_gemma":[0.977134,0.008075779,0.005199466,0.005890433,0.0002289924,0.000233007,0.00001296875,0.00004513825,0.003180159],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9771396,"threshold_uncertainty_score":0.3684996,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2806766826","doi":"10.1186/s12910-018-0288-z","title":"Integrated primary health care in low- and middle-income countries: a double challenge","year":2018,"lang":"en","type":"article","venue":"BMC Medical Ethics","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":115,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Psychological intervention; Philosophy of medicine; Public relations; Political science; Health care; Global health; Economic growth; Corporate governance; Nursing; Medicine; Economics; Law; Alternative medicine; Management","authors":[{"name":"Thomas Druetz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04764391615657722,"gpt":0.3574701727353818,"spread":0.3098262565788046,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05797851,0.0006608954,0.00151715,0.002749145,0.007005749,0.01527984,0.003329003,0.008198492,0.00397991],"category_scores_gemma":[0.04650668,0.0006558263,0.001121809,0.004354519,0.01329423,0.01472028,0.0221927,0.008322844,0.0004649856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01309806,"about_ca_system_score_gemma":0.03907056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0111163,"about_ca_topic_score_gemma":0.01154304,"domain_scores_codex":[0.9423251,0.03951032,0.003614266,0.002372252,0.006258343,0.00591975],"domain_scores_gemma":[0.9515185,0.02848552,0.00466775,0.002157023,0.005255039,0.007916165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002275721,0.0005541697,0.05090079,0.02769637,0.0007112196,0.00335825,0.1136196,0.001665259,0.0008198584,0.3808653,0.05500704,0.3645744],"study_design_scores_gemma":[0.0002331163,0.001056119,0.06112191,0.09797333,0.0005902774,0.00316155,0.2732847,0.001839044,0.0006451852,0.2051804,0.3546793,0.0002350296],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06858998,0.139837,0.008326381,0.7551863,0.002888135,0.0003643387,0.0002803948,0.00007119218,0.0244563],"genre_scores_gemma":[0.8331308,0.07263816,0.01544479,0.07414582,0.002372903,0.001054338,0.0002389835,0.00003483175,0.0009394238],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05797851,"threshold_uncertainty_score":0.3066233,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2535437281","doi":"10.1186/s12910-016-0139-8","title":"Seeking consent for research with indigenous communities: a systematic review","year":2016,"lang":"en","type":"review","venue":"BMC Medical Ethics","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":112,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Public Health Ontario; University of Toronto","funders":"National Health and Medical Research Council; Medical Research Council","keywords":"Indigenous; Informed consent; Philosophy of medicine; Research ethics; Community engagement; Family medicine; Psychology; Autonomy; Medical education; Medicine; Political science; Public relations; Alternative medicine; Law; Psychiatry; Pathology","authors":[{"name":"Emily Fitzpatrick","is_ca":false},{"name":"Alexandra Martiniuk","is_ca":true},{"name":"June Oscar","is_ca":false},{"name":"Maureen Carter","is_ca":false},{"name":"Elizabeth Elliott","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4529787555624011,"gpt":0.5575339886666989,"spread":0.1045552331042978,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.09030191,0.001972602,0.008156414,0.02265111,0.002865605,0.00604382,0.00341838,0.004624168,0.004741103],"category_scores_gemma":[0.2330034,0.002237922,0.00701721,0.01965144,0.004186186,0.009468949,0.004867477,0.003548076,0.0006616155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01100085,"about_ca_system_score_gemma":0.06611317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009781349,"about_ca_topic_score_gemma":0.02876354,"domain_scores_codex":[0.8900319,0.06103305,0.02727987,0.003447584,0.01640012,0.001807475],"domain_scores_gemma":[0.7118956,0.230794,0.02856373,0.004748148,0.02194562,0.002052808],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0000849027,0.000024536,0.0003998684,0.9572681,0.001321182,0.0001534104,0.001937589,0.00006171597,0.0001283409,0.0005867736,0.001940468,0.03609318],"study_design_scores_gemma":[0.00005780403,0.00006543769,0.000723901,0.9811368,0.003584916,0.0001964079,0.00126464,0.0000315923,0.0000782884,0.000319071,0.01251673,0.00002430877],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0013446,0.9924049,0.0006571285,0.001465907,0.00036177,0.002858057,0.000268656,0.00001723821,0.0006216752],"genre_scores_gemma":[0.01762287,0.9703056,0.003487323,0.001566528,0.0001730344,0.006323636,0.0003061863,0.00001541309,0.0001994141],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9953758,"threshold_uncertainty_score":0.4775679,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2509046702","doi":"10.1186/s12910-016-0137-x","title":"If you build it, they will come: unintended future uses of organised health data collections","year":2016,"lang":"en","type":"review","venue":"BMC Medical Ethics","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":100,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; University of Toronto; University of Guelph","funders":"National Human Genome Research Institute; Canadian Institutes of Health Research; Norges Forskningsråd; National Institutes of Health; University of Guelph","keywords":"Philosophy of medicine; Public relations; Unintended consequences; Data sharing; Internet privacy; Research ethics; Data science; Political science; Engineering ethics; Computer science; Medicine; Law; Alternative medicine; Engineering","authors":[{"name":"Kieran C. O’Doherty","is_ca":true},{"name":"Emily Christofides","is_ca":true},{"name":"Jeffery Yen","is_ca":true},{"name":"Heidi Beate Bentzen","is_ca":false},{"name":"Wylie Burke","is_ca":false},{"name":"Nina Hallowell","is_ca":false},{"name":"Barbara A. Koenig","is_ca":false},{"name":"Donald J. Willison","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.6584503089628351,"gpt":0.6392942451677669,"spread":0.01915606379506818,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2167535,0.000620456,0.0008403503,0.002976942,0.009739405,0.01655985,0.004596014,0.009271346,0.01437878],"category_scores_gemma":[0.3940052,0.001087534,0.001639379,0.003459024,0.02983778,0.03246756,0.01473542,0.01439684,0.004099077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006410503,"about_ca_system_score_gemma":0.01378619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008741619,"about_ca_topic_score_gemma":0.009803144,"domain_scores_codex":[0.7729521,0.1817146,0.006686918,0.009893535,0.02305884,0.005693935],"domain_scores_gemma":[0.4273914,0.4038909,0.03325375,0.08327501,0.03920195,0.01298693],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005618939,0.0002109965,0.06758384,0.001121004,0.0002148667,0.002062976,0.08826452,0.0007358375,0.0005770028,0.4405218,0.1759063,0.2222389],"study_design_scores_gemma":[0.00008654029,0.0002545325,0.02091626,0.008198871,0.000167761,0.00396801,0.05924752,0.00151741,0.001461876,0.3605296,0.5433257,0.0003259509],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.04437139,0.01010879,0.03092032,0.8348978,0.004913351,0.0004864695,0.001805905,0.0003359639,0.07216002],"genre_scores_gemma":[0.6255392,0.01238796,0.03829101,0.2960577,0.006105487,0.001764083,0.001368164,0.000623049,0.01786324],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.7832465,"threshold_uncertainty_score":0.9658824,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2788498874","doi":"10.1186/s12910-018-0253-x","title":"Ethical issues in pragmatic randomized controlled trials: a review of the recent literature identifies gaps in ethical argumentation","year":2018,"lang":"en","type":"review","venue":"BMC Medical Ethics","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":96,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Ottawa Hospital; Western University","funders":"Canadian Institutes of Health Research; Canada Excellence Research Chairs, Government of Canada; Ottawa Hospital Research Institute","keywords":"Philosophy of medicine; Informed consent; Randomized controlled trial; Research ethics; Psychology; Engineering ethics; Psychological intervention; Medicine; Alternative medicine; Psychiatry","authors":[{"name":"Cory E. Goldstein","is_ca":true},{"name":"Charles Weijer","is_ca":true},{"name":"Dean Fergusson","is_ca":true},{"name":"Jeremy Grimshaw","is_ca":true},{"name":"Austin R. Horn","is_ca":true},{"name":"Monica Taljaard","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4553647646027544,"gpt":0.6485944308462793,"spread":0.1932296662435249,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.4474573,0.002351441,0.008459366,0.02046921,0.005797626,0.02114062,0.006519682,0.02467062,0.004195591],"category_scores_gemma":[0.7175631,0.003100543,0.007049425,0.02257291,0.02724944,0.02738431,0.01229761,0.01856843,0.0010889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0185896,"about_ca_system_score_gemma":0.06112555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003112423,"about_ca_topic_score_gemma":0.005330587,"domain_scores_codex":[0.3721092,0.486804,0.08610187,0.01041946,0.04183333,0.002732144],"domain_scores_gemma":[0.0627379,0.8920111,0.02056152,0.00661607,0.01689407,0.001179318],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0004674823,0.0001438782,0.001306103,0.3689618,0.001351073,0.000756167,0.0156006,0.00122261,0.0002739729,0.1165738,0.02772862,0.4656139],"study_design_scores_gemma":[0.0002685871,0.0001503521,0.001011777,0.7448231,0.001111923,0.001444586,0.004931245,0.0008005212,0.0002475117,0.110354,0.1347202,0.0001362229],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004641637,0.9412711,0.006388732,0.04768145,0.002469013,0.0003002826,0.00003924572,0.00002311321,0.001362953],"genre_scores_gemma":[0.04261471,0.8712025,0.03108954,0.04445995,0.00662882,0.00342188,0.0001292196,0.0001076813,0.0003458561],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9753294,"threshold_uncertainty_score":0.6813836,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2343018085","doi":"10.1186/s12910-016-0108-2","title":"The ethics of community-based research with people who use drugs: results of a scoping review","year":2016,"lang":"en","type":"review","venue":"BMC Medical Ethics","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":96,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria; Regent Park Community Health Centre; Western University; Health Sciences Centre; Memorial University of Newfoundland; University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research; Pierre Elliott Trudeau Foundation","keywords":"Philosophy of medicine; Research ethics; Engineering ethics; Sociology; Medicine; Alternative medicine; Social science; Engineering","authors":[{"name":"Rusty Souleymanov","is_ca":true},{"name":"Dario Kuzmanović","is_ca":true},{"name":"Zack Marshall","is_ca":true},{"name":"Ayden I. Scheim","is_ca":true},{"name":"Mikiki Mikiki","is_ca":true},{"name":"Catherine Worthington","is_ca":true},{"name":"Margaret Millson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5822758442816459,"gpt":0.5710754292913836,"spread":0.01120041499026236,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.1970328,0.001820056,0.005521365,0.04232111,0.004281263,0.01257718,0.002593741,0.005113317,0.002740404],"category_scores_gemma":[0.3674422,0.002280581,0.004892414,0.04955742,0.005068814,0.0108032,0.0088996,0.003343876,0.0007125126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01279825,"about_ca_system_score_gemma":0.07457769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01301041,"about_ca_topic_score_gemma":0.02477124,"domain_scores_codex":[0.8174131,0.09802445,0.04773269,0.003385797,0.0307468,0.00269711],"domain_scores_gemma":[0.5385388,0.3736219,0.02104482,0.006124504,0.05863648,0.002033503],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001884001,0.0001034871,0.004633184,0.5257592,0.001450355,0.001204361,0.06137985,0.0007498067,0.0005053821,0.009056596,0.0156131,0.3793564],"study_design_scores_gemma":[0.00002595223,0.00005577735,0.002199143,0.9280357,0.001738015,0.0003047776,0.01599168,0.0001608544,0.0002587675,0.00198293,0.0491978,0.00004852582],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.009935871,0.9550525,0.003993826,0.01110294,0.001141531,0.008287235,0.0007051163,0.00003868214,0.009742355],"genre_scores_gemma":[0.04148921,0.9347461,0.01045841,0.001957106,0.0002524946,0.009593906,0.0006949748,0.00006380204,0.0007439954],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9948867,"threshold_uncertainty_score":0.9902015,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2766139408","doi":"10.1186/s12910-017-0218-5","title":"This moral coil: a cross-sectional survey of Canadian medical student attitudes toward medical assistance in dying","year":2017,"lang":"en","type":"article","venue":"BMC Medical Ethics","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":95,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"McMaster University","funders":"McMaster University","keywords":"Supreme court; Test (biology); Descriptive statistics; Philosophy of medicine; Psychology; Cross-sectional study; Logistic regression; Family medicine; Autonomy; Medical education; Medicine; Nursing; Law; Political science; Alternative medicine","authors":[{"name":"Eli Xavier Bator","is_ca":true},{"name":"Bethany Philpott","is_ca":true},{"name":"Andrew P. Costa","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4927583391815398,"gpt":0.554713793299053,"spread":0.06195545411751319,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002143496,0.000215063,0.0002809011,0.001234448,0.003238842,0.001391521,0.0008644674,0.0005912331,0.002716539],"category_scores_gemma":[0.006291613,0.0002705707,0.0004224191,0.002009827,0.00102026,0.0006327752,0.001171507,0.00106643,0.0003365882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00908466,"about_ca_system_score_gemma":0.01604776,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8779985,"about_ca_topic_score_gemma":0.9180111,"domain_scores_codex":[0.9984083,0.0001786705,0.00009290172,0.0001093072,0.0007954543,0.0004154527],"domain_scores_gemma":[0.9955479,0.0003337472,0.001082201,0.0001081,0.001391584,0.001536433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003652052,0.0001200241,0.9873857,0.00004008658,0.0000180514,0.00004190082,0.006762866,0.00002386319,0.000112235,0.00007689143,0.001497308,0.003884435],"study_design_scores_gemma":[0.000005064539,0.000066735,0.9865561,0.00003458661,0.000007444794,0.00004242711,0.01131086,0.00009873587,0.00003255134,0.00001787895,0.001815475,0.00001223581],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958296,0.0001235054,0.00003466843,0.0006979852,0.0000118887,0.0000634501,0.0007092206,0.000003328418,0.002526332],"genre_scores_gemma":[0.9986008,0.0001536966,0.00008976,0.0002940671,0.000006480507,0.00002299788,0.0002974858,0.000001557758,0.0005331988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1220015,"threshold_uncertainty_score":0.24544,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1530634821","doi":"10.1186/1472-6939-6-5","title":"Top 10 health care ethics challenges facing the public: views of Toronto bioethicists","year":2005,"lang":"en","type":"article","venue":"BMC Medical Ethics","topic":"Ethics in medical practice","field":"Health Professions","cited_by":93,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Bioethics; Philosophy of medicine; Delphi method; Health care; Public health; Clinical Ethics; Medical ethics; Medicine; Nursing; Public relations; Family medicine; Psychology; Political science; Alternative medicine; Law; Engineering ethics; Psychiatry","authors":[{"name":"Jonathan M. Breslin","is_ca":true},{"name":"Susan K MacRae","is_ca":true},{"name":"Jennifer Bell","is_ca":true},{"name":"Peter Singer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4508143360142423,"gpt":0.5915556247798727,"spread":0.1407412887656304,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02987109,0.0005054089,0.0004620295,0.001411056,0.03306919,0.01032751,0.001740729,0.005386509,0.004380418],"category_scores_gemma":[0.05421435,0.0007390967,0.0005878853,0.002244641,0.01363576,0.003092681,0.00942485,0.008773559,0.0002978633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07443977,"about_ca_system_score_gemma":0.1297255,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5481962,"about_ca_topic_score_gemma":0.6939634,"domain_scores_codex":[0.9629527,0.01889552,0.001621889,0.001015766,0.007932122,0.007582122],"domain_scores_gemma":[0.9043944,0.04025586,0.008279046,0.001294974,0.01969679,0.026079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001085361,0.0000693949,0.03244112,0.0007187785,0.00004874873,0.003073794,0.8880926,0.0003911891,0.002207198,0.01016133,0.03703697,0.02565018],"study_design_scores_gemma":[0.00001364886,0.00004506016,0.02015004,0.0006436397,0.00002052267,0.0005200293,0.9270115,0.000230495,0.0004174964,0.001306232,0.04956362,0.00007772396],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5956621,0.007845507,0.001080911,0.3581034,0.000737961,0.0002202965,0.0001421466,0.00003245341,0.03617536],"genre_scores_gemma":[0.9793826,0.00299714,0.0009618172,0.01136655,0.000119146,0.00007583947,0.00005296458,0.00001725229,0.005026571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5481962,"threshold_uncertainty_score":0.9089291,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3158718386","doi":"10.1186/s12910-021-00616-4","title":"Ethics review of big data research: What should stay and what should be reformed?","year":2021,"lang":"en","type":"review","venue":"BMC Medical Ethics","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":92,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Eidgenössische Technische Hochschule Zürich; National Institute for Health and Care Research; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Strengths and weaknesses; Big data; Scope (computer science); Research ethics; Context (archaeology); Engineering ethics; Corporate governance; Data governance; Philosophy of medicine; Political science; Mechanism (biology); Public relations; Sociology; Data science; Psychology; Computer science; Medicine; Business; Epistemology; Data quality; Engineering; Social psychology; Alternative medicine; Data mining","authors":[{"name":"Agata Ferretti","is_ca":false},{"name":"Marcello Ienca","is_ca":false},{"name":"Mark Sheehan","is_ca":false},{"name":"Alessandro Blasimme","is_ca":false},{"name":"Edward S. Dove","is_ca":false},{"name":"Bobbie Farsides","is_ca":false},{"name":"Phoebe Friesen","is_ca":true},{"name":"Jeff Kahn","is_ca":false},{"name":"Walter Karlen","is_ca":false},{"name":"Peter Kleist","is_ca":false},{"name":"S. Matthew Liao","is_ca":false},{"name":"Camille Nebeker","is_ca":false},{"name":"Gabrielle Samuel","is_ca":false},{"name":"Mahsa Shabani","is_ca":false},{"name":"Minerva Rivas Velarde","is_ca":false},{"name":"Effy Vayena","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.9723113904230893,"gpt":0.7350999430614272,"spread":0.2372114473616621,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3968893,0.0007599468,0.002238553,0.003474126,0.01083931,0.0369574,0.005121471,0.02153625,0.003919162],"category_scores_gemma":[0.5451875,0.001204161,0.001771257,0.005120602,0.05387119,0.03919948,0.0151039,0.03584225,0.002427754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02306234,"about_ca_system_score_gemma":0.1264142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006244555,"about_ca_topic_score_gemma":0.006342848,"domain_scores_codex":[0.5075162,0.4124582,0.02302364,0.01293472,0.03409237,0.009974952],"domain_scores_gemma":[0.2112584,0.608435,0.03611289,0.02741207,0.08315857,0.03362314],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001717182,0.0001599988,0.004505691,0.00926279,0.0001885371,0.0005074109,0.02885879,0.001101787,0.000445388,0.6268842,0.1678755,0.1600381],"study_design_scores_gemma":[0.000103759,0.00009338527,0.003371621,0.03057189,0.00009612496,0.0007539573,0.01871714,0.001215906,0.0004041418,0.6348555,0.3096384,0.0001781372],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.001458123,0.02109423,0.008491873,0.9615523,0.003385898,0.0001164002,0.00003644527,0.00004295326,0.003821797],"genre_scores_gemma":[0.1922959,0.05467666,0.04954633,0.6779146,0.0199053,0.001743403,0.0002427177,0.000294383,0.003380825],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9784638,"threshold_uncertainty_score":0.7437429,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":["metaresearch"],"domain":"evaluation","study_design":"not_applicable","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W3040946398","doi":"10.1186/s12910-020-00501-6","title":"The patient and clinician experience of informed consent for surgery: a systematic review of the qualitative evidence","year":2020,"lang":"en","type":"review","venue":"BMC Medical Ethics","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":85,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Queen's University; Queen's University Belfast","keywords":"Informed consent; Philosophy of medicine; Qualitative research; Psychological intervention; Medicine; Identification (biology); Relevance (law); Quality (philosophy); Psychology; Medical education; Family medicine; Nursing; Alternative medicine; Pathology","authors":[{"name":"Liam Convie","is_ca":false},{"name":"Ellen K. Carson","is_ca":false},{"name":"Darren McCusker","is_ca":false},{"name":"Scott McCain","is_ca":false},{"name":"Nicola McKinley","is_ca":false},{"name":"W. J. Campbell","is_ca":false},{"name":"Stephen Kirk","is_ca":false},{"name":"Mike Clarke","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.8262533190893327,"gpt":0.6645772216913377,"spread":0.161676097397995,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.186324,0.001416672,0.00563026,0.02404173,0.002902497,0.005259278,0.003623772,0.002113325,0.003999355],"category_scores_gemma":[0.3460811,0.001961367,0.00648297,0.02181434,0.005375066,0.008308255,0.006344622,0.002466334,0.0003494637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01985264,"about_ca_system_score_gemma":0.04595453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01161158,"about_ca_topic_score_gemma":0.02323282,"domain_scores_codex":[0.8141887,0.1340357,0.03325611,0.003036394,0.01347909,0.002004018],"domain_scores_gemma":[0.521345,0.4137164,0.02976352,0.007225626,0.02633486,0.001614557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0005273485,0.00008005978,0.003648532,0.8191929,0.003487041,0.0005637967,0.07489498,0.0003228547,0.0003925097,0.002688214,0.002185171,0.09201653],"study_design_scores_gemma":[0.0001748255,0.000266031,0.00284175,0.9184182,0.005422818,0.0005053501,0.04987447,0.0001649982,0.000622792,0.001894042,0.01971046,0.0001042764],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03746239,0.9290012,0.009130412,0.005838612,0.0006230826,0.01211688,0.002145368,0.00004882595,0.003633213],"genre_scores_gemma":[0.335999,0.6145308,0.02345748,0.003464772,0.0001559048,0.02066654,0.0009564749,0.00006864737,0.0007003128],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.186324,"threshold_uncertainty_score":0.9853874,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2099015623","doi":"10.1186/1472-6939-10-9","title":"Disagreements with implications: diverging discourses on the ethics of non-medical use of methylphenidate for performance enhancement","year":2009,"lang":"en","type":"review","venue":"BMC Medical Ethics","topic":"Neuroethics, Human Enhancement, Biomedical Innovations","field":"Neuroscience","cited_by":82,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Université de Montréal; Montreal Clinical Research Institute","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research","keywords":"Bioethics; Philosophy of medicine; Methylphenidate; Medical prescription; Medical law; Medical ethics; Health care; Public relations; Public health; Legislation; Social media; Psychology; Medical education; Sociology; Political science; Medicine; Alternative medicine; Psychiatry; Attention deficit hyperactivity disorder; Nursing; Law","authors":[{"name":"Cynthia Forlini","is_ca":true},{"name":"Éric Racine","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4029422433542894,"gpt":0.4824874142268268,"spread":0.07954517087253743,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08600434,0.0007871835,0.0008155257,0.003680829,0.01496067,0.01317589,0.002311116,0.01075846,0.002749367],"category_scores_gemma":[0.1168832,0.0006636072,0.0008458674,0.002169811,0.05412816,0.01868635,0.01393761,0.01628212,0.0003944668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009750771,"about_ca_system_score_gemma":0.01031398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004278804,"about_ca_topic_score_gemma":0.002538894,"domain_scores_codex":[0.8871255,0.09160154,0.003756013,0.003675523,0.01109185,0.002749519],"domain_scores_gemma":[0.7962946,0.1755625,0.01032009,0.003416044,0.01005726,0.004349482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008527614,0.00005334023,0.003067878,0.000446284,0.0000247279,0.001143981,0.7953344,0.0001016094,0.000646288,0.1677366,0.006019812,0.02533989],"study_design_scores_gemma":[0.00003428994,0.00007172192,0.002940166,0.002494368,0.0000502483,0.001126933,0.7562657,0.0006053313,0.001039701,0.1066057,0.1286625,0.0001032863],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.2540082,0.01359323,0.01219182,0.6290324,0.003444549,0.0001385903,0.00006508693,0.00005953899,0.08746655],"genre_scores_gemma":[0.9636424,0.002968596,0.001956077,0.02834615,0.000855374,0.00006621266,0.00001950244,0.00004678027,0.00209887],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.08600434,"threshold_uncertainty_score":0.4548398,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2574719166","doi":"10.1186/s12910-016-0160-y","title":"Navigating social and ethical challenges of biobanking for human microbiome research","year":2017,"lang":"en","type":"article","venue":"BMC Medical Ethics","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":82,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Cystic Fibrosis Canada; University of Toronto; University Health Network; St. Michael's Hospital; Hospital for Sick Children; University of Guelph","funders":"Canadian Institutes of Health Research","keywords":"Biobank; Microbiome; Human microbiome; Engineering ethics; Research ethics; Human genetics; Informed consent; Human Microbiome Project; Philosophy of medicine; Medicine; Biology; Bioinformatics; Pathology; Alternative medicine; Genetics","authors":[{"name":"Kim Chuong","is_ca":true},{"name":"David Hwang","is_ca":true},{"name":"D. Elizabeth Tullis","is_ca":true},{"name":"Valerie Waters","is_ca":true},{"name":"Yvonne Yau","is_ca":true},{"name":"David S. Guttman","is_ca":true},{"name":"Kieran C. O’Doherty","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.8910447396507897,"gpt":0.7405118554005025,"spread":0.1505328842502872,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.2738171,0.0005536136,0.001142487,0.001946877,0.03070536,0.03272142,0.004843818,0.01684102,0.003612555],"category_scores_gemma":[0.25142,0.0009899182,0.0009085248,0.002424164,0.08556816,0.01691929,0.02360528,0.02192998,0.0007335411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03416585,"about_ca_system_score_gemma":0.1209599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05218806,"about_ca_topic_score_gemma":0.07472527,"domain_scores_codex":[0.7112604,0.2334764,0.008744426,0.008803941,0.02711692,0.01059784],"domain_scores_gemma":[0.5412601,0.3543919,0.027543,0.02351906,0.02964626,0.02363972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009514051,0.0000896124,0.009494415,0.0009079865,0.0001003911,0.003911282,0.2137519,0.001171136,0.001287766,0.6467887,0.06306176,0.05933987],"study_design_scores_gemma":[0.00004770668,0.00007829377,0.004604478,0.004522897,0.00006287728,0.002930996,0.1354042,0.001473564,0.001183301,0.5114565,0.338041,0.0001941539],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02491167,0.008208758,0.03276935,0.907868,0.001794816,0.000313362,0.00008367907,0.00005599701,0.02399436],"genre_scores_gemma":[0.6827418,0.01205757,0.04410372,0.2502921,0.002984853,0.001166963,0.0001186036,0.0001598902,0.006374454],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.983159,"threshold_uncertainty_score":0.8955128,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2041678531","doi":"10.1186/1472-6939-13-27","title":"Qualitative study of knowledge and attitudes to biobanking among lay persons in Nigeria","year":2012,"lang":"en","type":"article","venue":"BMC Medical Ethics","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":81,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"National Human Genome Research Institute; Fogarty International Center; National Institutes of Health","keywords":"Biobank; Philosophy of medicine; Focus group; Qualitative research; Nigerians; Informed consent; Quarter (Canadian coin); Donation; Medical education; Public relations; Family medicine; Psychology; Medicine; Political science; Alternative medicine; Geography; Social science; Sociology; Law","authors":[{"name":"Michael Igbe","is_ca":false},{"name":"Clement Adebamowo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.6253641213535459,"gpt":0.6689223266193209,"spread":0.04355820526577503,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009028821,0.0004900984,0.0008032316,0.001402631,0.008688881,0.00266828,0.001040527,0.001375508,0.003843818],"category_scores_gemma":[0.01058024,0.0005360674,0.0003071399,0.0009745971,0.005609707,0.002761192,0.003226326,0.002092354,0.0003266512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003211951,"about_ca_system_score_gemma":0.00365647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006814338,"about_ca_topic_score_gemma":0.009686606,"domain_scores_codex":[0.9949982,0.003405709,0.0001763492,0.0002330977,0.0003308702,0.0008558552],"domain_scores_gemma":[0.9881279,0.008293305,0.001056673,0.0001920976,0.0009498088,0.001380189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003196888,0.00006589753,0.004959559,0.0001609391,0.000002131314,0.0007566337,0.9898934,0.00001504012,0.0006280543,0.0004094995,0.0002629765,0.002813938],"study_design_scores_gemma":[0.00000178421,0.00003909031,0.001150204,0.0001048061,0.000001277646,0.0001075664,0.9965721,0.00002330301,0.00008567677,0.00007561575,0.001834592,0.000003972671],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941058,0.0004889297,0.0008095691,0.001410687,0.00005631178,0.0001943988,0.00007507596,0.000006044579,0.002853197],"genre_scores_gemma":[0.9950547,0.0008036597,0.0006781714,0.0009048673,0.00002648701,0.0002580143,0.00004505545,0.000008159084,0.002220925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009028821,"threshold_uncertainty_score":0.04774952,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1960668461","doi":"10.1186/s12910-015-0064-2","title":"The commercialization of university-based research: Balancing risks and benefits","year":2015,"lang":"en","type":"review","venue":"BMC Medical Ethics","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":78,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"Canadian Institutes of Health Research; Stem Cell Network; Genome Canada","keywords":"Commercialization; Philosophy of medicine; Ethos; Confusion; Research program; Public policy; Political science; Public relations; Engineering ethics; Business; Economics; Marketing; Economic growth; Engineering; Medicine; Psychology","authors":[{"name":"Timothy Caulfield","is_ca":true},{"name":"Ubaka Ogbogu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5174420855346952,"gpt":0.4397215958652511,"spread":0.07772048966944411,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.06312923,0.0005742679,0.001578197,0.004716601,0.00150159,0.009044034,0.002214592,0.005496003,0.003601453],"category_scores_gemma":[0.129595,0.0004875486,0.00149731,0.006792592,0.008133655,0.009209953,0.004198323,0.005527411,0.0007171079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004851277,"about_ca_system_score_gemma":0.01339775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001730301,"about_ca_topic_score_gemma":0.002796491,"domain_scores_codex":[0.9176484,0.05399239,0.006099526,0.002672653,0.01811738,0.001469557],"domain_scores_gemma":[0.674902,0.2778879,0.02395022,0.005129484,0.01609891,0.002031526],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001486951,0.00007006445,0.002270486,0.06435908,0.0005096925,0.0003457159,0.001572586,0.0006399137,0.0004339203,0.1556673,0.02390751,0.750075],"study_design_scores_gemma":[0.00006190896,0.0001581961,0.005236093,0.185915,0.0006411441,0.002551705,0.003177046,0.0005788504,0.001275528,0.0674689,0.7328541,0.0000814782],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007067263,0.9767694,0.0007196391,0.0182359,0.0003349213,0.0000211942,0.000013322,0.000006464968,0.003192405],"genre_scores_gemma":[0.02981696,0.9596039,0.001896504,0.006935957,0.001104383,0.00009354295,0.00002751296,0.00001521936,0.000505968],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9368708,"threshold_uncertainty_score":0.3338633,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2008841497","doi":"10.1186/1472-6939-12-1","title":"Informed consent for MRI and fMRI research: Analysis of a sample of Canadian consent documents","year":2011,"lang":"en","type":"article","venue":"BMC Medical Ethics","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":77,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"McGill University; Université de Montréal; Montreal Clinical Research Institute","funders":"Canadian Institutes of Health Research","keywords":"Philosophy of medicine; Informed consent; Sample (material); Research ethics; Psychology; Medicine; Family medicine; Alternative medicine; Psychiatry; Pathology","authors":[{"name":"Nicole Palmour","is_ca":true},{"name":"William Affleck","is_ca":true},{"name":"Emily Bell","is_ca":true},{"name":"Constance Deslauriers","is_ca":true},{"name":"Julien Doyon","is_ca":true},{"name":"Éric Racine","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.8649115003888751,"gpt":0.6454997911273502,"spread":0.2194117092615249,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0487924,0.0007607547,0.0007951406,0.01011891,0.009126035,0.003051865,0.002281912,0.001189151,0.00655344],"category_scores_gemma":[0.1835994,0.0006464004,0.0006420204,0.01081554,0.003806135,0.0007926169,0.002896017,0.001854942,0.0007975777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03975871,"about_ca_system_score_gemma":0.1336665,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7121885,"about_ca_topic_score_gemma":0.7786016,"domain_scores_codex":[0.9489048,0.01311633,0.007289283,0.003153991,0.02389701,0.003638632],"domain_scores_gemma":[0.8118931,0.0624909,0.01764343,0.01324697,0.09061499,0.004110594],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.002071189,0.0006530107,0.3060718,0.005733269,0.0002240067,0.009977396,0.2417587,0.001061416,0.005043768,0.03507656,0.09768083,0.294648],"study_design_scores_gemma":[0.0003062771,0.000295599,0.6512921,0.003438317,0.0001708138,0.005352806,0.0636393,0.002357152,0.00268176,0.004516528,0.2656016,0.0003476739],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8008732,0.006719907,0.02456071,0.005338654,0.0004322127,0.08393718,0.02999169,0.0002087657,0.0479378],"genre_scores_gemma":[0.8854229,0.004441012,0.03846678,0.002593681,0.0001252717,0.03569807,0.01611636,0.0002343758,0.0169015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9988108,"threshold_uncertainty_score":0.5790129,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2047015304","doi":"10.1186/1472-6939-10-10","title":"Consent for use of personal information for health research: Do people with potentially stigmatizing health conditions and the general public differ in their opinions?","year":2009,"lang":"en","type":"article","venue":"BMC Medical Ethics","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":74,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"St. Joseph’s Healthcare Hamilton; Hamilton Health Sciences; University of Ottawa; McMaster University; Public Health Agency of Canada","funders":"Canadian Institutes of Health Research","keywords":"Informed consent; Psychology; Personally identifiable information; Health care; Social psychology; Family medicine; Medicine; Political science; Alternative medicine; Law","authors":[{"name":"Donald J. Willison","is_ca":true},{"name":"Valerie Steeves","is_ca":true},{"name":"Cathy Charles","is_ca":true},{"name":"Lisa Schwartz","is_ca":true},{"name":"Jennifer Ranford","is_ca":true},{"name":"Gina Agarwal","is_ca":true},{"name":"Ji Cheng","is_ca":true},{"name":"Lehana Thabane","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.742257366159821,"gpt":0.6148425671524926,"spread":0.1274147990073283,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.04350619,0.000208347,0.0004605361,0.001238895,0.002394017,0.002889793,0.0005791161,0.002154422,0.002862127],"category_scores_gemma":[0.1247891,0.0002900242,0.0006139963,0.001208497,0.0063061,0.004138682,0.002252077,0.002489453,0.0004773126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001959109,"about_ca_system_score_gemma":0.004289917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01011451,"about_ca_topic_score_gemma":0.008856571,"domain_scores_codex":[0.9582788,0.03223681,0.002631986,0.001135962,0.003654576,0.002061843],"domain_scores_gemma":[0.9317392,0.03296995,0.01789499,0.004947376,0.007206928,0.005241557],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0007560538,0.0002030777,0.3770957,0.0009564363,0.0001865551,0.001325303,0.4903289,0.0001365394,0.00207798,0.006952796,0.01224753,0.1077331],"study_design_scores_gemma":[0.0001726259,0.0006943979,0.3723878,0.002981416,0.0001635038,0.003944498,0.5450172,0.0007957546,0.001257666,0.01436563,0.0579484,0.0002711557],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9350912,0.004134899,0.002310501,0.04472999,0.0002972543,0.0003847384,0.0004105366,0.00001970031,0.0126212],"genre_scores_gemma":[0.9927163,0.001079271,0.0004430672,0.00504723,0.00007759727,0.0001140642,0.000103179,0.000005817681,0.0004134258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9978456,"threshold_uncertainty_score":0.2300855,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2792196239","doi":"10.1186/s12910-018-0255-8","title":"Leaving patients to their own devices? Smart technology, safety and therapeutic relationships","year":2018,"lang":"en","type":"article","venue":"BMC Medical Ethics","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":74,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia; Providence Health Care","funders":"National University of Singapore","keywords":"Philosophy of medicine; SAFER; Health care; Referral; Business; Medicine; Public relations; Internet privacy; Nursing; Computer security; Alternative medicine; Computer science; Political science","authors":[{"name":"Anita Ho","is_ca":true},{"name":"Oliver Quick","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2909840443162531,"gpt":0.4557713867918615,"spread":0.1647873424756084,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01612763,0.0002908028,0.0004923698,0.0006140142,0.004383847,0.009633634,0.001108441,0.012805,0.005405711],"category_scores_gemma":[0.04584112,0.0002373113,0.0005475148,0.0006008641,0.02397955,0.009705855,0.005047689,0.01021106,0.001239465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003742947,"about_ca_system_score_gemma":0.006919738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001097972,"about_ca_topic_score_gemma":0.001237987,"domain_scores_codex":[0.9766931,0.01761868,0.0008573192,0.001001424,0.002660334,0.001169141],"domain_scores_gemma":[0.961295,0.03070519,0.003326569,0.0009888252,0.002007846,0.00167655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00008863471,0.0001035342,0.003143427,0.0009048288,0.00003927152,0.001391728,0.03396309,0.0002470889,0.000296885,0.7678558,0.09344821,0.0985176],"study_design_scores_gemma":[0.00005012852,0.0001629078,0.002238829,0.005707609,0.0000483993,0.00442249,0.03691078,0.0004066274,0.0007877278,0.431425,0.5177609,0.00007846855],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.007729462,0.026907,0.003243846,0.9208472,0.001906696,0.00002383243,0.00002309257,0.00001674333,0.03930207],"genre_scores_gemma":[0.5197285,0.06596942,0.003979743,0.3927811,0.005744657,0.0001727857,0.00004888696,0.00006092743,0.01151403],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01612763,"threshold_uncertainty_score":0.0852921,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3024037399","doi":"10.1186/s12910-020-0460-0","title":"Partnering with patients in healthcare research: a scoping review of ethical issues, challenges, and recommendations for practice","year":2020,"lang":"en","type":"review","venue":"BMC Medical Ethics","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":73,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; HEC Montréal","funders":"Canadian Institutes of Health Research; HEC Montréal","keywords":"General partnership; Philosophy of medicine; Engineering ethics; Research ethics; Health care; Ethical issues; Corporate governance; Political science; Medicine; Public relations; Psychology; Alternative medicine; Business","authors":[{"name":"Joé T. Martineau","is_ca":true},{"name":"Asma Minyaoui","is_ca":true},{"name":"Antoine Boivin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.8793468920905126,"gpt":0.6996527214720986,"spread":0.1796941706184141,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1864098,0.001704623,0.00501339,0.03157036,0.004442376,0.01188892,0.00418004,0.008244402,0.002248944],"category_scores_gemma":[0.3679643,0.002154165,0.006198337,0.02985269,0.007174232,0.01592278,0.008300194,0.007027966,0.0005672162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01498286,"about_ca_system_score_gemma":0.06882136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007743253,"about_ca_topic_score_gemma":0.02151022,"domain_scores_codex":[0.817816,0.1067856,0.04977776,0.003874209,0.01969845,0.002047822],"domain_scores_gemma":[0.4319508,0.502256,0.02636618,0.004859064,0.03232802,0.002239871],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00008755522,0.00005438377,0.001763526,0.5842066,0.001213599,0.0005521788,0.01438412,0.0004361307,0.0002611656,0.01219419,0.01707511,0.3677714],"study_design_scores_gemma":[0.00001221402,0.00002014361,0.0004536004,0.9493301,0.0008650621,0.0002126212,0.004209425,0.00009204257,0.00006982198,0.003055513,0.04165671,0.00002288068],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007362029,0.980767,0.001703446,0.01394628,0.0009057825,0.0006993557,0.00008842813,0.00001443786,0.001138952],"genre_scores_gemma":[0.009469755,0.9784845,0.005791076,0.003903036,0.0002925039,0.001743958,0.0001336218,0.00001576255,0.0001658778],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8135902,"threshold_uncertainty_score":0.985841,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2810960964","doi":"10.1186/s12910-018-0312-3","title":"Ethics of task shifting in the health workforce: exploring the role of community health workers in HIV service delivery in low- and middle-income countries","year":2018,"lang":"en","type":"article","venue":"BMC Medical Ethics","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":71,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"Simon Fraser University","keywords":"Workforce; Outreach; Service delivery framework; Public relations; Medicine; Nursing; Psychology; Service (business); Business; Political science; Economic growth; Economics; Marketing","authors":[{"name":"Hayley Mundeva","is_ca":true},{"name":"Jeremy Snyder","is_ca":true},{"name":"David Ngilangwa","is_ca":false},{"name":"Angela Kaida","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1573008611323287,"gpt":0.4206648264444792,"spread":0.2633639653121505,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08293051,0.0006057809,0.001584151,0.006935583,0.004620226,0.01136636,0.002414613,0.005028111,0.001890757],"category_scores_gemma":[0.1817269,0.0007703886,0.001585418,0.008486997,0.01422839,0.01204509,0.007652708,0.00353774,0.000147406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.013497,"about_ca_system_score_gemma":0.04935893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008649246,"about_ca_topic_score_gemma":0.01437351,"domain_scores_codex":[0.8802424,0.09475145,0.01032123,0.00207148,0.009526297,0.00308705],"domain_scores_gemma":[0.6619317,0.2913842,0.03103232,0.002569119,0.01049884,0.002583928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003197768,0.0001465956,0.01710355,0.2778271,0.001005513,0.003620018,0.4023587,0.0006178911,0.0003406955,0.06648921,0.008850477,0.2213205],"study_design_scores_gemma":[0.0001355574,0.0002390183,0.01302451,0.5463829,0.0009456421,0.001579372,0.320091,0.0002623921,0.0003604284,0.02347004,0.09339562,0.0001134841],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.06567588,0.8525325,0.002555229,0.05861105,0.001584043,0.0009091545,0.0001319534,0.000009391204,0.01799068],"genre_scores_gemma":[0.5027509,0.4751575,0.003140547,0.01635705,0.0006472607,0.001314813,0.00007951946,0.00001494101,0.0005374633],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08293051,"threshold_uncertainty_score":0.4385837,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2236921590","doi":"10.1186/s12910-016-0087-3","title":"Is Off-label repeat prescription of ketamine as a rapid antidepressant safe? Controversies, ethical concerns, and legal implications","year":2016,"lang":"en","type":"article","venue":"BMC Medical Ethics","topic":"Treatment of Major Depression","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Ketamine; Psychiatry; Medicine; Medical prescription; Clinical trial; Major depressive disorder; Pharmacology","authors":[{"name":"Melvyn W. Zhang","is_ca":false},{"name":"Keith M. Harris","is_ca":false},{"name":"Roger Ho","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07171768378976852,"gpt":0.3752790444694656,"spread":0.3035613606796971,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.1131716,0.0003570018,0.001550417,0.001140812,0.00331355,0.007367517,0.003379279,0.02374962,0.00688031],"category_scores_gemma":[0.361135,0.0004846398,0.001486178,0.001463691,0.01776271,0.008763409,0.002885842,0.02123141,0.001824109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005795409,"about_ca_system_score_gemma":0.01721456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003886603,"about_ca_topic_score_gemma":0.00631557,"domain_scores_codex":[0.9109536,0.05439103,0.009666635,0.004860842,0.01778415,0.002343762],"domain_scores_gemma":[0.4475104,0.4616397,0.03667253,0.01265982,0.03194093,0.009576629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000814692,0.0003618842,0.01366724,0.005816802,0.0003747536,0.004149613,0.01105547,0.0003842459,0.001174781,0.1675599,0.3827505,0.4118902],"study_design_scores_gemma":[0.0004398714,0.0006957458,0.01221256,0.04079095,0.0005559944,0.009383012,0.01208442,0.001356337,0.001575742,0.2026075,0.7179397,0.0003581908],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.002693085,0.02220024,0.001120671,0.9668383,0.002130579,0.00004553138,0.00006520515,0.00001542052,0.004890895],"genre_scores_gemma":[0.06415358,0.03111175,0.00413757,0.8872995,0.01114303,0.0003266482,0.00008562919,0.00004107754,0.001701254],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9762504,"threshold_uncertainty_score":0.5985159,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2964046244","doi":"10.1186/s12910-019-0391-9","title":"Global health ethics: critical reflections on the contours of an emerging field, 1977–2015","year":2019,"lang":"en","type":"review","venue":"BMC Medical Ethics","topic":"Global Health and Surgery","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Public Health Ontario; University of Toronto","funders":"Canadian Institutes of Health Research; Pierre Elliott Trudeau Foundation; University of Toronto; Canadian Child Health Clinician Scientist Program","keywords":"Bioethics; Philosophy of medicine; Global health; Public health; Research ethics; Social science; Political science; Sociology; Engineering ethics; Medicine; Alternative medicine; Law; Nursing; Pathology","authors":[{"name":"Gail Robson","is_ca":true},{"name":"Nathan P. Gibson","is_ca":true},{"name":"Alison Thompson","is_ca":true},{"name":"Solomon R. Benatar","is_ca":true},{"name":"Avram Denburg","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4100378723544081,"gpt":0.6101305191367461,"spread":0.200092646782338,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.09349149,0.001063367,0.00124411,0.01413026,0.008249085,0.02648341,0.002261535,0.01112783,0.002329079],"category_scores_gemma":[0.1728777,0.0006980691,0.001065547,0.01230444,0.04098855,0.02577732,0.01060576,0.01200875,0.0004005055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03161493,"about_ca_system_score_gemma":0.04160027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009310413,"about_ca_topic_score_gemma":0.01165186,"domain_scores_codex":[0.9197692,0.0550913,0.005776852,0.003333676,0.01349829,0.002530682],"domain_scores_gemma":[0.6923178,0.2728635,0.007439374,0.002846587,0.02099035,0.003542352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001443423,0.00004116831,0.001856187,0.009291167,0.0001059473,0.001553554,0.3226471,0.0003726264,0.0002949084,0.3479511,0.1914764,0.1242654],"study_design_scores_gemma":[0.00001933414,0.00002798637,0.001792074,0.04130968,0.00004466729,0.0006240306,0.1443268,0.0001496297,0.0002556604,0.0637978,0.7475928,0.00005949283],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.007013361,0.4354784,0.002038312,0.5204145,0.01844755,0.0001280225,0.00009605537,0.00001857553,0.01636529],"genre_scores_gemma":[0.2352062,0.5518792,0.00367356,0.1863207,0.01655982,0.0005468994,0.0001873536,0.0001017838,0.005524547],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9917509,"threshold_uncertainty_score":0.4944362,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2095943514","doi":"10.1186/1472-6939-3-2","title":"International variation in ethics committee requirements: comparisons across five Westernised nations","year":2002,"lang":"en","type":"article","venue":"BMC Medical Ethics","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Beneficence; Safeguarding; Autonomy; Harm; Research ethics; Economic Justice; Respect for persons; Promotion (chess); Philosophy of medicine; Engineering ethics; Political science; Law; Psychology; Sociology; Public relations; Medicine; Politics","authors":[{"name":"Felicity Goodyear‐Smith","is_ca":false},{"name":"Brenda Lobb","is_ca":false},{"name":"Graham Davies","is_ca":false},{"name":"Israel Nachson","is_ca":false},{"name":"Sheila M. Seelau","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.6710376817025229,"gpt":0.6177584607829887,"spread":0.05327922091953419,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.04505505,0.0002037372,0.00035337,0.002756123,0.001732081,0.00279813,0.0009545189,0.0006390976,0.003376642],"category_scores_gemma":[0.102796,0.0002981289,0.0003637125,0.004078171,0.004708493,0.001580202,0.003104365,0.001041539,0.0003066705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002687319,"about_ca_system_score_gemma":0.00294841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007726642,"about_ca_topic_score_gemma":0.01366852,"domain_scores_codex":[0.9602718,0.02758304,0.003885897,0.001900226,0.005011539,0.001347501],"domain_scores_gemma":[0.8634236,0.07340787,0.0303991,0.008145912,0.01949107,0.005132352],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005526108,0.0001955442,0.7228111,0.000909317,0.0002433051,0.0007291424,0.182008,0.0004861035,0.001217964,0.01399903,0.003712357,0.07313555],"study_design_scores_gemma":[0.00002303158,0.0001370952,0.9248064,0.000537819,0.0000517013,0.0006936199,0.06207793,0.0003112028,0.0003211473,0.00176928,0.009220841,0.00004994354],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9793373,0.001854709,0.003139717,0.001235263,0.0001003621,0.0003169647,0.0002737811,0.00002149114,0.01372018],"genre_scores_gemma":[0.9977205,0.0002505381,0.001197167,0.0001660765,0.00001206461,0.0001338501,0.0001308132,0.00002297189,0.0003661145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.954945,"threshold_uncertainty_score":0.2382767,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2170465949","doi":"10.1186/1472-6939-11-4","title":"Handling ethical, legal and social issues in birth cohort studies involving genetic research: responses from studies in six countries","year":2010,"lang":"en","type":"review","venue":"BMC Medical Ethics","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Institute of Health Economics; University of Victoria; University of Alberta","funders":"Genome Alberta","keywords":"Confidentiality; Philosophy of medicine; Informed consent; Cohort study; Research ethics; Cohort; Psychology; Family medicine; Qualitative research; Medicine; Political science; Law; Psychiatry; Alternative medicine; Sociology; Social science","authors":[{"name":"Nola M. Ries","is_ca":true},{"name":"Jane LeGrandeur","is_ca":true},{"name":"Timothy Caulfield","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.8407721966933562,"gpt":0.7080815573327764,"spread":0.1326906393605798,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.1839613,0.0005691935,0.001040146,0.00234086,0.01390177,0.009478211,0.002708688,0.005877953,0.001770641],"category_scores_gemma":[0.2304756,0.0011412,0.001013381,0.002599109,0.01150533,0.004842559,0.01922735,0.007887039,0.0001826762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007124818,"about_ca_system_score_gemma":0.01485955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01478925,"about_ca_topic_score_gemma":0.01992684,"domain_scores_codex":[0.8287237,0.1422703,0.01222844,0.002896517,0.007837525,0.006043565],"domain_scores_gemma":[0.6129261,0.3088355,0.0268509,0.01258917,0.02545624,0.01334211],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006169569,0.00001976405,0.01609574,0.0005632679,0.00003504903,0.001413903,0.9706281,0.00004022249,0.0006336162,0.00143681,0.001288196,0.007783603],"study_design_scores_gemma":[0.00001306802,0.00006162679,0.007175943,0.001047373,0.00002090201,0.0006312527,0.9740835,0.00004639234,0.0002522771,0.0004818909,0.01614981,0.0000359898],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9324998,0.01022002,0.003321254,0.04380302,0.0007062165,0.0008849875,0.0001467783,0.00002406143,0.00839375],"genre_scores_gemma":[0.9720596,0.005757847,0.002975483,0.01724284,0.0001496751,0.0006591531,0.00007146726,0.0000307991,0.001053106],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.994122,"threshold_uncertainty_score":0.9728918,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2806865181","doi":"10.1186/s12910-018-0283-4","title":"Community involvement in biomedical research conducted in the global health context; what can be done to make it really matter?","year":2018,"lang":"en","type":"article","venue":"BMC Medical Ethics","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"Canadian Institutes of Health Research","keywords":"Philosophy of medicine; Context (archaeology); Health informatics; Engineering ethics; Sociology; Epistemology; Psychology; Medicine; Alternative medicine; Public health; Geography; Philosophy; Engineering; Nursing; Pathology","authors":[{"name":"Federica Fregonese","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.7683161467264281,"gpt":0.6667205446463234,"spread":0.1015956020801048,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.4319692,0.0013077,0.003858813,0.004463468,0.01625637,0.03605225,0.00770768,0.02459236,0.01018975],"category_scores_gemma":[0.5440514,0.001657576,0.002575486,0.00503961,0.0715247,0.04910776,0.02697249,0.02153636,0.00249713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01502633,"about_ca_system_score_gemma":0.0993166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01661883,"about_ca_topic_score_gemma":0.02150624,"domain_scores_codex":[0.4938627,0.4473277,0.008381188,0.01035393,0.02887266,0.01120182],"domain_scores_gemma":[0.3361593,0.5141558,0.03189399,0.02623088,0.04246011,0.04909993],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003806834,0.0006554401,0.01669,0.02813846,0.0005828846,0.000801823,0.1065716,0.0005790414,0.0003465746,0.2324108,0.1533579,0.4594848],"study_design_scores_gemma":[0.0004274833,0.0006399442,0.02034086,0.1553451,0.0006032406,0.0009628759,0.1324448,0.001242806,0.0007207592,0.2868055,0.4000123,0.0004544168],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.003193882,0.04672851,0.003926184,0.9274685,0.005905882,0.0003770039,0.00003921542,0.00007680173,0.01228391],"genre_scores_gemma":[0.4693523,0.08519007,0.02926504,0.3938095,0.01233858,0.005113654,0.0002167625,0.0003028997,0.004411221],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5680308,"threshold_uncertainty_score":0.7004832,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2138435132","doi":"10.1186/1472-6939-13-1","title":"Promoting advance planning for health care and research among older adults: A randomized controlled trial","year":2012,"lang":"en","type":"article","venue":"BMC Medical Ethics","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":62,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Bar Association; Health and Social Services Centre University Institute of Geriatrics of Sherbrooke; Université de Sherbrooke","funders":"Canadian Institutes of Health Research","keywords":"Health care; Proxy (statistics); Psychology; Dyad; Documentation; Medicine; Nursing; Applied psychology; Gerontology; Social psychology; Computer science","authors":[{"name":"Gina Bravo","is_ca":true},{"name":"Marcel Arcand","is_ca":true},{"name":"Danièle Blanchette","is_ca":true},{"name":"Anne‐Marie Boire‐Lavigne","is_ca":true},{"name":"Marie‐France Dubois","is_ca":true},{"name":"Maryse Guay","is_ca":true},{"name":"Paule Hottin","is_ca":true},{"name":"Julie Lane","is_ca":true},{"name":"Judith Lauzon","is_ca":true},{"name":"Suzanne Bellemare","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4209017555257984,"gpt":0.5535309224428326,"spread":0.1326291669170342,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007845553,0.0020536,0.004740145,0.001160826,0.001206125,0.001750323,0.001565281,0.00463344,0.01190152],"category_scores_gemma":[0.01189936,0.001006106,0.003056064,0.001056466,0.002306332,0.002367759,0.001151558,0.003908644,0.0009523178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001359634,"about_ca_system_score_gemma":0.003560416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002112014,"about_ca_topic_score_gemma":0.002854994,"domain_scores_codex":[0.9940946,0.004024474,0.0005561271,0.000600647,0.0003169516,0.0004072095],"domain_scores_gemma":[0.9930297,0.003738468,0.001223404,0.0004686006,0.0003506579,0.001189159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9771941,0.01116316,0.0002920313,0.001696774,0.0007740501,0.00002431848,0.00009071433,0.0001292516,0.000214035,0.000130901,0.0003609921,0.007929721],"study_design_scores_gemma":[0.969441,0.02909624,0.0003315215,0.0001338521,0.000423181,0.000006029067,0.0000302628,0.0001680013,0.0000541039,0.0001081947,0.0002002059,0.00000742248],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8982679,0.01235805,0.002882871,0.002344031,0.002824057,0.07641541,0.001283526,0.0003793266,0.003244676],"genre_scores_gemma":[0.8311777,0.006483865,0.01036428,0.002358106,0.001366445,0.1436343,0.0005996481,0.00003008356,0.003985554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01190152,"threshold_uncertainty_score":0.04149175,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4297319593","doi":"10.1186/s12910-022-00832-6","title":"Clinical ethics consultations: a scoping review of reported outcomes","year":2022,"lang":"en","type":"review","venue":"BMC Medical Ethics","topic":"Ethics in medical practice","field":"Health Professions","cited_by":61,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre for Addiction and Mental Health; Toronto Rehabilitation Institute; Montreal Clinical Research Institute; Ontario Council of University Libraries; William Osler Health System; Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Philosophy of medicine; Psychological intervention; Transparency (behavior); Health care; MEDLINE; Population; Psychology; Medicine; Family medicine; Alternative medicine; Nursing; Computer science; Political science","authors":[{"name":"Jennifer Bell","is_ca":true},{"name":"Marina Salis","is_ca":true},{"name":"Eryn Tong","is_ca":true},{"name":"Erica Nekolaichuk","is_ca":true},{"name":"Claudia Barned","is_ca":true},{"name":"Andria Bianchi","is_ca":true},{"name":"Daniel Z. Buchman","is_ca":true},{"name":"Kevin Rodrigues","is_ca":true},{"name":"Ruby Rajendra Shanker","is_ca":true},{"name":"Ann Heesters","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.7533500048142142,"gpt":0.7277202753119336,"spread":0.0256297295022806,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1029845,0.002895525,0.01153361,0.07113262,0.002970031,0.00842668,0.004308716,0.00431018,0.005153303],"category_scores_gemma":[0.3468798,0.002620916,0.01139262,0.06313583,0.003753753,0.009112099,0.00752738,0.00284397,0.0008298928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01467744,"about_ca_system_score_gemma":0.04291679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009886304,"about_ca_topic_score_gemma":0.02063859,"domain_scores_codex":[0.8602552,0.04900248,0.06317098,0.006146133,0.01956843,0.001856756],"domain_scores_gemma":[0.6210726,0.271599,0.05530232,0.007873398,0.04282626,0.001326397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001985609,0.00004325776,0.002429103,0.9272893,0.003990037,0.0001653418,0.001629454,0.0001845229,0.0001334919,0.0008732544,0.002476555,0.06058709],"study_design_scores_gemma":[0.00004236634,0.00006623908,0.002145595,0.981043,0.007269683,0.00014268,0.001020555,0.00006431253,0.0001112064,0.000297503,0.007772502,0.00002444162],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004212189,0.982167,0.001964563,0.001197062,0.0003014731,0.005976852,0.002784533,0.00003555442,0.00136072],"genre_scores_gemma":[0.04045063,0.9328656,0.005253294,0.001063889,0.0001416988,0.01717101,0.002756382,0.00004737922,0.0002501752],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1029845,"threshold_uncertainty_score":0.5446408,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2117736805","doi":"10.1186/1472-6939-7-1","title":"How international is bioethics? A quantitative retrospective study","year":2006,"lang":"en","type":"article","venue":"BMC Medical Ethics","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":61,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Bioethics; Philosophy of medicine; Population; Medical ethics; Health care; Political science; Social science; Sociology; Medicine; Law; Demography; Alternative medicine","authors":[{"name":"Pascal Borry","is_ca":false},{"name":"Paul Schotsmans","is_ca":false},{"name":"Kris Dierickx","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.7102011553367584,"gpt":0.6456234219624462,"spread":0.06457773337431227,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.02476526,0.0003789195,0.0009252588,0.01339506,0.00216759,0.004367338,0.0007133618,0.0009460828,0.002942916],"category_scores_gemma":[0.09738826,0.0008384095,0.0006408808,0.01328238,0.003093028,0.004848989,0.002672527,0.001027165,0.000786487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002170536,"about_ca_system_score_gemma":0.002536975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002144619,"about_ca_topic_score_gemma":0.002220875,"domain_scores_codex":[0.9759092,0.01138938,0.004473511,0.002203775,0.004974535,0.001049524],"domain_scores_gemma":[0.8693697,0.06273708,0.03811575,0.003854799,0.02341437,0.002508244],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004017438,0.0003171013,0.8867835,0.002004451,0.0001867693,0.0006014135,0.08548034,0.00008899409,0.00076125,0.001308397,0.001973503,0.02009241],"study_design_scores_gemma":[0.00006799513,0.001233668,0.6790118,0.001635647,0.0001929819,0.002408075,0.2909957,0.0003440165,0.0008933109,0.0007716888,0.02234333,0.0001018301],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885824,0.002627541,0.001175802,0.000816088,0.00004656221,0.0009648822,0.003081979,0.00001408224,0.002690694],"genre_scores_gemma":[0.9911595,0.00215977,0.001596232,0.000626803,0.00007975179,0.002168172,0.001425515,0.00002644209,0.0007578887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9866049,"threshold_uncertainty_score":0.1309728,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4361285840","doi":"10.1186/s12910-023-00898-w","title":"Mapping ethical issues in the use of smart home health technologies to care for older persons: a systematic review","year":2023,"lang":"en","type":"review","venue":"BMC Medical Ethics","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":60,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Universität Basel","keywords":"Philosophy of medicine; Autonomy; Psychology; Health care; Narrative review; Software deployment; Engineering ethics; Systematic review; Gerontology; MEDLINE; Medicine; Political science; Computer science; Alternative medicine; Engineering","authors":[{"name":"Nadine Andrea Felber","is_ca":false},{"name":"Yi Jiao Tian","is_ca":false},{"name":"Bernice Simone Elger","is_ca":false},{"name":"Tenzin Wangmo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2957610279319445,"gpt":0.4878328404661006,"spread":0.1920718125341562,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.09481668,0.001396964,0.00570716,0.017384,0.002216339,0.004928136,0.002226573,0.003452424,0.003567455],"category_scores_gemma":[0.3148237,0.001521167,0.005861611,0.01613736,0.003552789,0.006721919,0.00487663,0.002530476,0.0003232922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009678326,"about_ca_system_score_gemma":0.04179844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006779521,"about_ca_topic_score_gemma":0.01769628,"domain_scores_codex":[0.8343496,0.1032326,0.03953301,0.003670446,0.01760371,0.001610577],"domain_scores_gemma":[0.5873273,0.3491184,0.03878669,0.004501395,0.01908943,0.001176792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001039951,0.00001602372,0.001390628,0.9388979,0.003435087,0.0001640615,0.002814211,0.0001095012,0.00008950655,0.00193727,0.002487722,0.04855402],"study_design_scores_gemma":[0.00007056278,0.00004481737,0.001254693,0.9750909,0.007371737,0.0001691256,0.001732592,0.00006028243,0.00009107959,0.001124255,0.01296847,0.00002150894],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002944996,0.9862189,0.001709974,0.003551877,0.0004028454,0.003384706,0.0006365894,0.00001688129,0.001133264],"genre_scores_gemma":[0.06474387,0.9121361,0.005892816,0.003707784,0.0002602937,0.0123245,0.0006040133,0.00002348012,0.0003072496],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.09481668,"threshold_uncertainty_score":0.5014445,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2151048898","doi":"10.1186/1472-6939-14-40","title":"Accessing health services through the back door: a qualitative interview study investigating reasons why people participate in health research in Canada","year":2013,"lang":"en","type":"article","venue":"BMC Medical Ethics","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Qualitative research; Grounded theory; Focus group; Health care; Philosophy of medicine; Exploratory research; Context (archaeology); Research ethics; Health services research; Psychology; Medicine; Public relations; Nursing; Medical education; Public health; Alternative medicine; Sociology; Social science; Political science; Psychiatry","authors":[{"name":"Anne Townsend","is_ca":true},{"name":"Susan Cox","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.8750378647363559,"gpt":0.7048854317875367,"spread":0.1701524329488192,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02021251,0.0009364465,0.001504338,0.003294564,0.03870174,0.0090667,0.004360804,0.003515256,0.003720563],"category_scores_gemma":[0.03052932,0.0011842,0.0006981887,0.005844292,0.01894639,0.003441842,0.008704794,0.00640201,0.000419837],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1007941,"about_ca_system_score_gemma":0.1275772,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8990932,"about_ca_topic_score_gemma":0.9237382,"domain_scores_codex":[0.9799917,0.01050486,0.0007058422,0.001237526,0.002172367,0.005387757],"domain_scores_gemma":[0.9503831,0.02734195,0.002301487,0.0007622361,0.008929487,0.01028168],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002785358,0.00001990934,0.001649474,0.00008380205,0.000002242498,0.0004066015,0.9954779,0.00003096524,0.0003283506,0.0004269667,0.000354793,0.001191168],"study_design_scores_gemma":[0.000002521521,0.00001516038,0.000900676,0.0001117638,0.000002077993,0.0000391156,0.9946865,0.00006453403,0.00006376656,0.00008985659,0.004009972,0.00001389484],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9764182,0.001630679,0.002359214,0.009104916,0.0001276578,0.00104383,0.0006502173,0.00004538427,0.008619813],"genre_scores_gemma":[0.9893333,0.001292811,0.001530094,0.002502633,0.00002049943,0.0006463548,0.000169507,0.000057109,0.0044477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9797875,"threshold_uncertainty_score":0.7313155,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2023675976","doi":"10.1186/1472-6939-8-11","title":"Taking tissue seriously means taking communities seriously","year":2007,"lang":"en","type":"article","venue":"BMC Medical Ethics","topic":"Biomedical Ethics and Regulation","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre for Global Health Research; St. Michael's Hospital; University of Toronto; Sunnybrook Health Science Centre","funders":"Bill and Melinda Gates Foundation","keywords":"Context (archaeology); Philosophy of medicine; Developing country; Pace; Exportation; Public relations; Research ethics; Political science; Engineering ethics; Environmental ethics; Economic growth; Medicine; Economics","authors":[{"name":"Ross Upshur","is_ca":true},{"name":"James V. Lavery","is_ca":true},{"name":"Paulina Tindana","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1027764173573614,"gpt":0.4002839797358078,"spread":0.2975075623784464,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04621293,0.0006645996,0.0008281068,0.0007860868,0.01097347,0.01159291,0.002441115,0.01319053,0.008755348],"category_scores_gemma":[0.05841562,0.0003963057,0.000681833,0.001117218,0.07616334,0.01185355,0.016244,0.01317432,0.002166461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004213925,"about_ca_system_score_gemma":0.02150155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002661744,"about_ca_topic_score_gemma":0.003128459,"domain_scores_codex":[0.9020469,0.07193357,0.003701131,0.004908084,0.01412252,0.003287758],"domain_scores_gemma":[0.8999102,0.06166514,0.01249863,0.007686475,0.009029658,0.009210013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000802685,0.0001587638,0.003754822,0.001891162,0.00006474306,0.001459417,0.1468529,0.0003702178,0.002473287,0.6690683,0.0805272,0.09329895],"study_design_scores_gemma":[0.00002642664,0.0001407721,0.001343277,0.003328354,0.0000460616,0.001993362,0.04028695,0.0001699251,0.001477285,0.3241106,0.6270003,0.00007675547],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02346804,0.02753782,0.03528953,0.7270651,0.006843294,0.000361916,0.00006238965,0.000127167,0.1792448],"genre_scores_gemma":[0.6206343,0.02158797,0.02501408,0.2972579,0.004446819,0.0008563551,0.00007278167,0.0001538688,0.02997586],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04621293,"threshold_uncertainty_score":0.2444003,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2051099966","doi":"10.1186/1472-6939-9-18","title":"Alternatives to project-specific consent for access to personal information for health research: Insights from a public dialogue","year":2008,"lang":"en","type":"article","venue":"BMC Medical Ethics","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"St. Joseph’s Healthcare Hamilton; York University; McMaster University","funders":"McMaster University; Canadian Institutes of Health Research; Health Canada; University of Ottawa","keywords":"Informed consent; Philosophy of medicine; Personally identifiable information; Psychology; Public opinion; Research ethics; Public health; Public relations; Social psychology; Medicine; Political science; Law; Alternative medicine; Nursing; Politics","authors":[{"name":"Donald J. Willison","is_ca":true},{"name":"Marilyn Swinton","is_ca":true},{"name":"Lisa Schwartz","is_ca":true},{"name":"Julia Abelson","is_ca":true},{"name":"Cathy Charles","is_ca":true},{"name":"David Northrup","is_ca":true},{"name":"Ji Cheng","is_ca":true},{"name":"Lehana Thabane","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.9389410720956359,"gpt":0.691387029066912,"spread":0.247554043028724,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2963004,0.001083102,0.001034844,0.003228847,0.04236367,0.02781329,0.005619469,0.01692225,0.002189954],"category_scores_gemma":[0.234012,0.001437206,0.001966087,0.002898627,0.08950584,0.02401326,0.02910804,0.01994529,0.0003643679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03041705,"about_ca_system_score_gemma":0.04771791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01999787,"about_ca_topic_score_gemma":0.02095924,"domain_scores_codex":[0.5458156,0.4207392,0.006876366,0.005134213,0.01212811,0.009306541],"domain_scores_gemma":[0.498261,0.4563826,0.0143523,0.01368527,0.009976092,0.007342746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005406802,0.00004278014,0.001064983,0.0001376404,0.00001201571,0.0008094661,0.9351942,0.0001569683,0.0002559075,0.05619862,0.0007038721,0.005369576],"study_design_scores_gemma":[0.00007324644,0.0001126177,0.001441708,0.0007954334,0.00003886711,0.0008189298,0.8448273,0.0009641307,0.0006071651,0.09115403,0.05907477,0.00009178674],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5425364,0.004328254,0.08461981,0.2683872,0.0006548735,0.00124345,0.0001146131,0.000185641,0.09792981],"genre_scores_gemma":[0.9843238,0.0005435218,0.008059888,0.005289682,0.00007009678,0.0003697028,0.0000267578,0.00004101467,0.001275562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2963004,"threshold_uncertainty_score":0.8677869,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2089590317","doi":"10.1186/1472-6939-12-19","title":"Be known, be available, be mutual: a qualitative ethical analysis of social values in rural palliative care","year":2011,"lang":"en","type":"article","venue":"BMC Medical Ethics","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of British Columbia, Okanagan Campus; Okanagan University College; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Palliative care; Philosophy of medicine; Thematic analysis; Qualitative research; Entitlement (fair division); Health care; Focus group; Nursing; Sociology; Rural area; Psychology; Population; Public relations; Medicine; Political science; Social science; Law; Environmental health; Alternative medicine","authors":[{"name":"Barbara Pesut","is_ca":true},{"name":"Joan L. Bottorff","is_ca":true},{"name":"Carole A. Robinson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.447372409867377,"gpt":0.53662746284856,"spread":0.08925505298118303,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02142681,0.0005628196,0.0005537516,0.002260576,0.01723462,0.005496996,0.001828737,0.001211716,0.001583159],"category_scores_gemma":[0.01924065,0.0005272806,0.000324607,0.002271399,0.02837594,0.004011493,0.006419818,0.002185511,0.0001218723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01550868,"about_ca_system_score_gemma":0.02316974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04612316,"about_ca_topic_score_gemma":0.08365412,"domain_scores_codex":[0.9739463,0.02245497,0.0003259284,0.0005002537,0.001291625,0.001480928],"domain_scores_gemma":[0.9690546,0.02441756,0.00190135,0.0006326786,0.00216993,0.001823844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000008576026,0.000009610492,0.0006825553,0.00004656605,0.000001074941,0.0002698008,0.9957283,0.0000286782,0.0001853518,0.001510924,0.0001330566,0.001395496],"study_design_scores_gemma":[0.000001596648,0.000007801214,0.0003545631,0.00005186409,0.000001087501,0.00007867332,0.9963943,0.00004554773,0.00007070358,0.0004913803,0.002498711,0.000003644651],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9803227,0.0004524526,0.00666887,0.003643874,0.000041623,0.0004227591,0.00005722993,0.00001571353,0.00837481],"genre_scores_gemma":[0.9955884,0.0003794067,0.002142708,0.0003191532,0.000008539191,0.0002760182,0.00002194551,0.00001361885,0.00125019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04612316,"threshold_uncertainty_score":0.1133172,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2026090410","doi":"10.1186/1472-6939-9-9","title":"Clinical research without consent in adults in the emergency setting: a review of patient and public views","year":2008,"lang":"en","type":"review","venue":"BMC Medical Ethics","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Stroke Association; National Institute for Health and Care Research","keywords":"CINAHL; Philosophy of medicine; Informed consent; Legislation; Public opinion; MEDLINE; Autonomy; Public health; Medicine; Family medicine; Research ethics; Psychology; Public relations; Political science; Alternative medicine; Psychiatry; Nursing; Law; Politics","authors":[{"name":"Jan Lecouturier","is_ca":false},{"name":"Helen Rodgers","is_ca":false},{"name":"Gary A. Ford","is_ca":false},{"name":"Tim Rapley","is_ca":false},{"name":"L Stobbart","is_ca":false},{"name":"Stephen Louw","is_ca":false},{"name":"Madeleine J. Murtagh","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.8746354942346746,"gpt":0.7202813159424253,"spread":0.1543541782922493,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.06456234,0.0006368819,0.00326543,0.01399538,0.001306654,0.005727734,0.001436225,0.004810702,0.002887878],"category_scores_gemma":[0.1756076,0.0008428833,0.002148222,0.01658892,0.005523041,0.00796036,0.003226481,0.002821842,0.0003792157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005721223,"about_ca_system_score_gemma":0.01690242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004057127,"about_ca_topic_score_gemma":0.007449004,"domain_scores_codex":[0.9185669,0.04891682,0.02089168,0.001853723,0.009060401,0.0007105079],"domain_scores_gemma":[0.6125182,0.3495011,0.02300501,0.002825978,0.01070594,0.001443768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002979699,0.0000491413,0.003141572,0.6005928,0.0008983465,0.0006029233,0.01051393,0.0001055815,0.0002605022,0.005266255,0.009357028,0.3689139],"study_design_scores_gemma":[0.00007280139,0.0001382963,0.00407439,0.887619,0.001413155,0.001537647,0.00836239,0.00003832685,0.0001532266,0.00139186,0.09515014,0.00004881659],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006282452,0.9964317,0.00005938683,0.002035645,0.0001080979,0.00003927679,0.00004150569,0.000001531134,0.0006545554],"genre_scores_gemma":[0.01071221,0.9870248,0.0002638036,0.001697718,0.0001219466,0.00009295505,0.0000444231,0.000002417174,0.00003981814],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9951893,"threshold_uncertainty_score":0.3414424,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406417577","doi":"10.1186/s12910-024-01158-1","title":"High-reward, high-risk technologies? An ethical and legal account of AI development in healthcare","year":2025,"lang":"en","type":"review","venue":"BMC Medical Ethics","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Mila - Quebec Artificial Intelligence Institute; HEC Montréal; Université de Montréal","funders":"HEC Montréal; Institut de Valorisation des Données; Fonds de Recherche du Québec-Société et Culture; Canadian Institute for Advanced Research","keywords":"Philosophy of medicine; Health care; Medical law; Engineering ethics; Psychology; Political science; Medicine; Law; Alternative medicine; Engineering","authors":[{"name":"Maelenn Corfmat","is_ca":true},{"name":"Joé T. Martineau","is_ca":true},{"name":"Catherine Régis","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2178461611692171,"gpt":0.5121835296914428,"spread":0.2943373685222257,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0390969,0.0004741627,0.0004468375,0.00308326,0.007444739,0.01542501,0.002212727,0.01076337,0.003024227],"category_scores_gemma":[0.0541536,0.0004258345,0.000672663,0.0018922,0.07974125,0.0166343,0.008582122,0.009624103,0.000541325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009615153,"about_ca_system_score_gemma":0.01524424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003748067,"about_ca_topic_score_gemma":0.002649216,"domain_scores_codex":[0.9502079,0.03613434,0.001923927,0.002159752,0.006692104,0.002882023],"domain_scores_gemma":[0.9180176,0.06289894,0.005298717,0.003748767,0.006380163,0.003655862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00000699424,0.00001672262,0.0008073283,0.00006204929,0.000004443783,0.0002071804,0.01599184,0.0001745741,0.00005996196,0.9725599,0.003285276,0.006823796],"study_design_scores_gemma":[0.00001253615,0.00002814787,0.001269702,0.0008817978,0.00001154995,0.0008413744,0.02920434,0.001258486,0.0002993182,0.8693423,0.0968132,0.00003711659],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.0247737,0.01242225,0.0714953,0.7019151,0.001277735,0.0001260591,0.00004855707,0.00006802323,0.1878733],"genre_scores_gemma":[0.9206187,0.005657982,0.02101494,0.04378829,0.00125738,0.0002507324,0.00003075767,0.00006257576,0.007318681],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9925553,"threshold_uncertainty_score":0.2067667,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}