{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1259,"total_is_capped":false,"direct_labels_cover":3,"predictions_cover":1259,"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":"485595728f67","filters":{"topic":"Medical Malpractice and Liability Issues"}},"results":[{"id":"W2146336228","doi":"10.1001/jama.289.8.1001","title":"Patients' and Physicians' Attitudes Regarding the Disclosure of Medical Errors","year":2003,"lang":"en","type":"article","venue":"JAMA","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":944,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Agency for Healthcare Research and Quality","keywords":"Medicine; Focus group; Family medicine; Health care; Liability; Patient safety","authors":[{"name":"Thomas H. Gallagher","is_ca":false},{"name":"Amy D. Waterman","is_ca":false},{"name":"Alison G. Ebers","is_ca":false},{"name":"Victoria J. Fraser","is_ca":false},{"name":"Wendy Levinson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03921628554419297,"gpt":0.406308849451371,"spread":0.367092563907178,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009872595,0.0001925575,0.0002852489,0.0006035512,0.002143251,0.001847281,0.000376149,0.00165366,0.002359012],"category_scores_gemma":[0.04618583,0.0002577834,0.0003872804,0.0003855299,0.002475341,0.001474553,0.001749856,0.001431431,0.0002312567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001691571,"about_ca_system_score_gemma":0.00178355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00300999,"about_ca_topic_score_gemma":0.003098341,"domain_scores_codex":[0.9881592,0.008527213,0.0006015078,0.0003739503,0.001616405,0.0007217804],"domain_scores_gemma":[0.9493762,0.03358243,0.01039906,0.0007564406,0.002885942,0.00299995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0006157193,0.0003708546,0.2914306,0.0004687703,0.00009776064,0.001251117,0.6672741,0.0002527019,0.003048155,0.0009196944,0.002729133,0.03154144],"study_design_scores_gemma":[0.0001605953,0.001470264,0.2108748,0.0005899114,0.0001256487,0.003053771,0.7672277,0.0006509728,0.001409749,0.00107738,0.01321332,0.0001459006],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952657,0.0003503826,0.00021275,0.002729748,0.00002363444,0.00001791566,0.00002385828,0.000005944966,0.001370132],"genre_scores_gemma":[0.9977838,0.0002790519,0.0002164814,0.001384061,0.00002163748,0.00002712667,0.00001324814,0.000001800849,0.0002728009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009872595,"threshold_uncertainty_score":0.05221194,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2040580874","doi":"10.1001/jama.298.9.993","title":"Physician Scores on a National Clinical Skills Examination as Predictors of Complaints to Medical Regulatory Authorities","year":2007,"lang":"en","type":"article","venue":"JAMA","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":463,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Berger (Canada); College of Physicians and Surgeons of Ontario; Medical Council of Canada; McGill University","funders":"","keywords":"Medicine; Family medicine; Complaint; Licensure; Confidence interval; Malpractice; Physical examination; Poisson regression; Medical history; Cohort; Nursing; Environmental health; Surgery; Internal medicine; Population","authors":[{"name":"Robyn Tamblyn","is_ca":true},{"name":"Michał Abrahamowicz","is_ca":true},{"name":"Dale Dauphinée","is_ca":true},{"name":"Elizabeth Wenghofer","is_ca":true},{"name":"André Jacques","is_ca":true},{"name":"D J Klass","is_ca":true},{"name":"Sydney Smee","is_ca":true},{"name":"David Blackmore","is_ca":true},{"name":"Nancy Winslade","is_ca":true},{"name":"Nadyne Girard","is_ca":true},{"name":"Roxane du Berger","is_ca":true},{"name":"Ilona Bartman","is_ca":true},{"name":"David L. Buckeridge","is_ca":true},{"name":"James A. Hanley","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06859835765381259,"gpt":0.484048577888278,"spread":0.4154502202344654,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001514024,0.0002398574,0.0001633401,0.0007688386,0.0004062926,0.0006118763,0.0005974786,0.0007194637,0.002601589],"category_scores_gemma":[0.01516078,0.0001805521,0.0002962453,0.0007221895,0.0006315832,0.0003529364,0.000533255,0.0007075543,0.0002135188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009772852,"about_ca_system_score_gemma":0.001843537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05213549,"about_ca_topic_score_gemma":0.05487476,"domain_scores_codex":[0.9989209,0.000303407,0.0001072356,0.0001281245,0.0003628696,0.0001774168],"domain_scores_gemma":[0.9845753,0.003016349,0.008878039,0.0002980242,0.00128512,0.001947223],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001357566,0.000008995675,0.9996712,0.000001549822,0.000005403567,0.00001727945,0.0000223246,0.00001361014,0.00001454112,0.000002049797,0.00003898264,0.0001905863],"study_design_scores_gemma":[0.000002186885,0.00003127191,0.9995949,0.000003962468,0.000004969826,0.00008906363,0.00007008214,0.0001536216,0.00001159871,0.000002513573,0.00003507489,8.996681e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992372,0.0001384895,0.00004046572,0.0001523671,0.000004479478,0.000006492712,0.000101358,0.000002937147,0.0003160987],"genre_scores_gemma":[0.999737,0.00003679019,0.00003638297,0.00001417723,0.000006794774,0.000002937888,0.00009562891,8.320213e-7,0.00006953961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.998486,"threshold_uncertainty_score":0.103664,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2160313766","doi":"10.1056/nejmra070568","title":"Disclosing Harmful Medical Errors to Patients","year":2007,"lang":"en","type":"review","venue":"New England Journal of Medicine","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":400,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Agency for Healthcare Research and Quality","keywords":"Accreditation; Medicine; Malpractice; Health care; Medical malpractice; MEDLINE; Medical emergency; Patient safety; Patient care; Family medicine; Nursing; Medical education; Law","authors":[{"name":"Thomas H. Gallagher","is_ca":false},{"name":"David M. Studdert","is_ca":false},{"name":"Wendy Levinson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1895721700765284,"gpt":0.5447453723616044,"spread":0.355173202285076,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005029764,0.0007555399,0.001229278,0.003206949,0.0008711569,0.001420073,0.0009567359,0.00251794,0.002510811],"category_scores_gemma":[0.01313044,0.0003254166,0.0007215298,0.002438495,0.001113692,0.001788017,0.001151179,0.001523804,0.001175419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009093427,"about_ca_system_score_gemma":0.003793437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002248952,"about_ca_topic_score_gemma":0.005165462,"domain_scores_codex":[0.9974416,0.001023776,0.0002237145,0.0001581836,0.00106381,0.00008894326],"domain_scores_gemma":[0.9904506,0.006697666,0.001212361,0.0001569688,0.001319315,0.0001631579],"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":[0.00002304923,0.0000386567,0.000453258,0.009288476,0.0000645673,0.0003059568,0.0002454112,0.0001507658,0.0002616243,0.002512927,0.02166558,0.9649898],"study_design_scores_gemma":[0.00004254136,0.0002077113,0.003388945,0.0309409,0.0002820381,0.005753882,0.0008753358,0.0001169654,0.0008782398,0.003895493,0.9535819,0.00003608373],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001567512,0.9967991,0.0001645856,0.0009714111,0.0001494714,0.000007184272,0.000004579388,0.000005724252,0.001741213],"genre_scores_gemma":[0.001291754,0.9976661,0.0002226515,0.0004152514,0.0001333498,0.000006905238,0.000006390138,7.948034e-7,0.0002567872],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005029764,"threshold_uncertainty_score":0.0266003,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4306173861","doi":"10.1016/j.jvir.2022.10.011","title":"Adverse Event Classification: Clarification and Validation of the Society of Interventional Radiology Specialty–Specific System","year":2022,"lang":"en","type":"article","venue":"Journal of Vascular and Interventional Radiology","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":366,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Royal Victoria Regional Health Centre","funders":"","keywords":"Medicine; Specialty; Interventional radiology; Medical physics; Event (particle physics); Radiology; Pathology","authors":[{"name":"Mark O. Baerlocher","is_ca":true},{"name":"Boris Nikolic","is_ca":false},{"name":"Daniel Y. Sze","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06468175009475202,"gpt":0.3836719891269837,"spread":0.3189902390322317,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0677195,0.0005738433,0.001110645,0.006650809,0.002048918,0.002773359,0.0020904,0.00202633,0.003542271],"category_scores_gemma":[0.2216515,0.0003422399,0.002115459,0.003992929,0.001230174,0.002483422,0.003191381,0.002469161,0.001546656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003919114,"about_ca_system_score_gemma":0.01082528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008300087,"about_ca_topic_score_gemma":0.01149142,"domain_scores_codex":[0.9229955,0.02440036,0.02808454,0.004243745,0.01781499,0.002460803],"domain_scores_gemma":[0.680199,0.1049189,0.05459839,0.02506937,0.1314047,0.003809549],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001440604,0.0006781999,0.8412511,0.0009321595,0.0003524859,0.0003548337,0.002874307,0.001598,0.003241065,0.006556247,0.03714564,0.1035754],"study_design_scores_gemma":[0.0002638817,0.0006661594,0.9293391,0.0009794778,0.0003864889,0.001036063,0.001725694,0.01096727,0.00542974,0.003055461,0.04601756,0.0001330015],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8095185,0.002575426,0.0772629,0.0143476,0.003708204,0.01077591,0.02209397,0.001402175,0.05831544],"genre_scores_gemma":[0.8963534,0.0006745383,0.07791436,0.003526673,0.0005942099,0.005213847,0.01173398,0.0003076743,0.003681371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9322805,"threshold_uncertainty_score":0.3581392,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1990940537","doi":"10.1001/archinte.166.15.1605","title":"US and Canadian Physicians' Attitudes and Experiences Regarding Disclosing Errors to Patients","year":2006,"lang":"en","type":"article","venue":"Archives of Internal Medicine","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":223,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Agency for Healthcare Research and Quality","keywords":"Malpractice; Odds; Odds ratio; Medicine; Specialty; Family medicine; Full disclosure; Feeling; Transparency (behavior); Patient safety; Psychology; Social psychology; Logistic regression; Health care; Law; Internal medicine","authors":[{"name":"Thomas H. Gallagher","is_ca":false},{"name":"Amy D. Waterman","is_ca":false},{"name":"Jane Garbutt","is_ca":false},{"name":"Julie M. Kapp","is_ca":false},{"name":"David Chan","is_ca":false},{"name":"W. Claiborne Dunagan","is_ca":false},{"name":"Victoria J. Fraser","is_ca":false},{"name":"Wendy Levinson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02352427045889657,"gpt":0.3821806804197117,"spread":0.3586564099608152,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003121878,0.0001665621,0.000185748,0.0008086205,0.002811217,0.001201561,0.0003555886,0.0008422221,0.001903735],"category_scores_gemma":[0.02071016,0.0001777317,0.0003508419,0.001147708,0.001680349,0.0005310911,0.001052828,0.0008396691,0.0001082531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00700107,"about_ca_system_score_gemma":0.01093424,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6712753,"about_ca_topic_score_gemma":0.6492249,"domain_scores_codex":[0.9963717,0.001125159,0.0002429235,0.0001636196,0.001332729,0.0007639129],"domain_scores_gemma":[0.9833852,0.005528527,0.00465846,0.0002931688,0.002982535,0.003152147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002796808,0.0001452979,0.8673094,0.0001246248,0.00005626008,0.0006184784,0.1038449,0.0001989164,0.000524162,0.0002800525,0.004206331,0.02241184],"study_design_scores_gemma":[0.00003494003,0.0002965343,0.8716382,0.0002782101,0.00004923323,0.001111348,0.1189191,0.0003043442,0.0002908296,0.0001298961,0.006873562,0.0000736572],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995196,0.0004194027,0.00004126607,0.001937319,0.00001414884,0.00001221897,0.0001007326,0.000003410658,0.002275435],"genre_scores_gemma":[0.9985643,0.0004133657,0.00007704974,0.0005447685,0.000008172969,0.000006777878,0.00004880184,9.889759e-7,0.000335768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3287247,"threshold_uncertainty_score":0.6613213,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2037650733","doi":"10.1097/brs.0b013e31816043d1","title":"The Prevalence of Wrong Level Surgery Among Spine Surgeons","year":2008,"lang":"en","type":"article","venue":"Spine","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":220,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Medicine; Surgery; Accreditation; General surgery; Spinal surgery; Physical therapy","authors":[{"name":"Milan G. Mody","is_ca":true},{"name":"Ali Nourbakhsh","is_ca":true},{"name":"Daniel L. Stahl","is_ca":true},{"name":"Mark Gibbs","is_ca":true},{"name":"Mohammad Alfawareh","is_ca":true},{"name":"Kim J. Garges","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.151629573341519,"gpt":0.4172123396387981,"spread":0.2655827662972791,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00180908,0.0002066878,0.0002432064,0.001514044,0.0003401969,0.0005382859,0.0002828201,0.0005778499,0.002268323],"category_scores_gemma":[0.006693802,0.0004244082,0.0003948678,0.001016041,0.0004341723,0.0008410428,0.0004224227,0.0003482115,0.0004885235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004134314,"about_ca_system_score_gemma":0.0005834842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004402754,"about_ca_topic_score_gemma":0.004621507,"domain_scores_codex":[0.9982542,0.0005377055,0.0003000178,0.0002205632,0.0004315384,0.0002559567],"domain_scores_gemma":[0.9942982,0.001366816,0.002558671,0.0001890991,0.0008386938,0.0007485754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002019212,0.00005283488,0.998924,0.0000174261,0.000009306914,0.00002953573,0.0002190461,0.000009253484,0.0000495126,0.000007698473,0.00008954354,0.0005716112],"study_design_scores_gemma":[0.000006242601,0.0002988653,0.9980793,0.00001350239,0.000005479764,0.0002153145,0.0011152,0.00006729297,0.0000277855,0.000009782813,0.0001563209,0.000004943874],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998821,0.00009281815,0.00009756189,0.00006368582,0.000006684283,0.00005923062,0.0004896796,0.000002631871,0.0003667771],"genre_scores_gemma":[0.9990574,0.0000933882,0.0001506576,0.0001233226,0.00001131486,0.00008423116,0.0003300442,0.000001168786,0.0001485386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004402754,"threshold_uncertainty_score":0.00956744,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2043128879","doi":"10.1056/nejme1315851","title":"The Checklist Conundrum","year":2014,"lang":"en","type":"letter","venue":"New England Journal of Medicine","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":175,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Checklist; Medicine; Patient safety; Compliance (psychology); Public relations; Political science; Law; Psychology; Social psychology; Health care","authors":[{"name":"Lucian L. Leape","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06639116178459539,"gpt":0.4195094663334752,"spread":0.3531183045488798,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02041528,0.000710323,0.0006704658,0.002005415,0.009893185,0.00514177,0.003909599,0.04183872,0.02219163],"category_scores_gemma":[0.1368689,0.0008404384,0.001163612,0.001152713,0.007697581,0.008449465,0.004625475,0.03239447,0.01007579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01100875,"about_ca_system_score_gemma":0.01565385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01102067,"about_ca_topic_score_gemma":0.01599825,"domain_scores_codex":[0.9730076,0.01059426,0.002735995,0.002126565,0.009972041,0.001563561],"domain_scores_gemma":[0.9169479,0.04536461,0.003555725,0.003904918,0.02260815,0.007618754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001032424,0.00001843631,0.0003639587,0.00004477903,0.000004162525,0.001032159,0.000404824,0.00005681248,0.00004802718,0.0103294,0.9697459,0.01794123],"study_design_scores_gemma":[0.00002725201,0.00004092135,0.0005203107,0.0005643849,0.000009197278,0.004496061,0.00112666,0.0002894218,0.00007455307,0.01153491,0.9812818,0.00003452354],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004167939,0.0008177496,0.000478743,0.9788808,0.008543569,0.00002569061,0.0000394148,0.00008338854,0.0107138],"genre_scores_gemma":[0.007641532,0.0006685437,0.0008133985,0.9734851,0.007161942,0.00007282282,0.00004328486,0.00005823497,0.01005516],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04183872,"threshold_uncertainty_score":0.1079676,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2087972766","doi":"10.1097/01.sla.0000251573.52463.d2","title":"Achieving the National Quality Forum's “Never Events”","year":2007,"lang":"en","type":"review","venue":"Annals of Surgery","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":152,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"North American Spine Society","keywords":"Medicine; Accreditation; Health care; Patient safety; Commission; Quality (philosophy); Psychological intervention; Professional association; Health policy; Public relations; Scientific evidence; Nursing; Medical education; Public health; Business; Political science","authors":[{"name":"Robert K. Michaels","is_ca":false},{"name":"Martin A. Makary","is_ca":false},{"name":"Yasser Dahab","is_ca":false},{"name":"Frank J. Frassica","is_ca":false},{"name":"Eugenie S. Heitmiller","is_ca":false},{"name":"Lisa Rowen","is_ca":false},{"name":"Richard Crotreau","is_ca":false},{"name":"Henry Brem","is_ca":false},{"name":"Peter J. Pronovost","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.8352292964866149,"gpt":0.6590167688346813,"spread":0.1762125276519336,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2772835,0.0009709746,0.002263143,0.006620161,0.006047253,0.01091807,0.005868785,0.01115763,0.009298466],"category_scores_gemma":[0.5225254,0.0008635721,0.005366466,0.004260548,0.008877927,0.01322873,0.01092851,0.009634899,0.001509008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01436485,"about_ca_system_score_gemma":0.106672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01498932,"about_ca_topic_score_gemma":0.01966133,"domain_scores_codex":[0.6400791,0.1708325,0.05319162,0.007374836,0.121726,0.006795931],"domain_scores_gemma":[0.3441895,0.3372756,0.1192618,0.01997981,0.158269,0.02102433],"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":[0.000301743,0.0006559539,0.02295183,0.06714195,0.001315058,0.0002006332,0.003864012,0.001068834,0.000348066,0.0776924,0.3558864,0.4685731],"study_design_scores_gemma":[0.0005409354,0.001002743,0.04360361,0.3278545,0.001312172,0.0004640504,0.006479928,0.0009186628,0.001207124,0.04194586,0.5743796,0.0002908221],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.006938426,0.1427229,0.01733751,0.7598308,0.01693184,0.002778013,0.00257913,0.000459828,0.05042156],"genre_scores_gemma":[0.2368652,0.1326247,0.1016059,0.496081,0.01084977,0.008659382,0.004092685,0.0003616064,0.00885973],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.2772835,"threshold_uncertainty_score":0.8912381,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2065747283","doi":"10.1055/s-0030-1271213","title":"Effect of Fear of Litigation on Obstetric Care: A Nationwide Analysis on Obstetric Practice","year":2011,"lang":"en","type":"article","venue":"American Journal of Perinatology","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":143,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Jewish General Hospital; McGill University","funders":"","keywords":"Medicine; Obstetrics; Pregnancy; Medical emergency","authors":[{"name":"Philip Zwecker","is_ca":true},{"name":"Laurent Azoulay","is_ca":true},{"name":"Haim A. Abenhaim","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02884234341314006,"gpt":0.4146206460780131,"spread":0.385778302664873,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001955716,0.0001957215,0.0003641376,0.00145603,0.0003452302,0.0006576336,0.0005046885,0.0005736396,0.001443616],"category_scores_gemma":[0.01100864,0.0003569553,0.0007645572,0.002351875,0.0003885801,0.000776367,0.001108733,0.0007613309,0.0001375434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005115223,"about_ca_system_score_gemma":0.0006725586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01323154,"about_ca_topic_score_gemma":0.01736605,"domain_scores_codex":[0.9970008,0.001255892,0.000394248,0.0005332497,0.0005325722,0.0002832949],"domain_scores_gemma":[0.9825294,0.003669371,0.01122514,0.0008645519,0.0007964717,0.0009150602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001208398,0.0000108984,0.999404,0.000002896477,0.00003957118,0.00001645803,0.00002353332,0.00002095827,0.00001410505,0.000006754862,0.00002650026,0.0004222695],"study_design_scores_gemma":[0.000001206498,0.00002737295,0.9996152,0.000004003504,0.00001688991,0.00007487413,0.00007574473,0.0001366692,0.000007350654,0.00000617476,0.00003294922,0.000001381115],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990028,0.0002779449,0.00009042121,0.0001145397,0.000003085019,0.000005173549,0.0002609975,0.000002440474,0.0002426182],"genre_scores_gemma":[0.9995663,0.0001005997,0.00005675121,0.0000308184,0.000008145885,0.000003724447,0.000205146,0.000001073867,0.000027515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01323154,"threshold_uncertainty_score":0.02630907,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2072887398","doi":"10.1067/mem.2001.113506","title":"Awareness and use of the ottawa ankle and knee rules in 5 countries: Can publication alone be enough to change practice?","year":2001,"lang":"en","type":"article","venue":"Annals of Emergency Medicine","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":142,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Medicine; Ankle; Family medicine; Emergency department; Cross-sectional study; MEDLINE; Medical emergency; Nursing; Law","authors":[{"name":"Ian D. Graham","is_ca":true},{"name":"Ian G. Stiell","is_ca":true},{"name":"A. Laupacis","is_ca":true},{"name":"Laura McAuley","is_ca":true},{"name":"Michael D. Howell","is_ca":true},{"name":"Michael Clancy","is_ca":true},{"name":"Pierre Durieux","is_ca":true},{"name":"N. Simon","is_ca":true},{"name":"José Ignacio Emparanza","is_ca":true},{"name":"José Ramón Aginaga Badiola","is_ca":true},{"name":"Annette M. O’Connor","is_ca":true},{"name":"George A. Wells","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3296313272239943,"gpt":0.5095987249658629,"spread":0.1799673977418686,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02801593,0.0002097625,0.0004498426,0.002761691,0.002413172,0.003294352,0.001444362,0.003919209,0.003314199],"category_scores_gemma":[0.1592513,0.0005917137,0.0006758554,0.003670351,0.00363395,0.004211333,0.001960176,0.004705989,0.0002564951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00650839,"about_ca_system_score_gemma":0.02067373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1393424,"about_ca_topic_score_gemma":0.1861869,"domain_scores_codex":[0.9777831,0.009655965,0.004538609,0.001016747,0.004631869,0.002373578],"domain_scores_gemma":[0.7478305,0.1272136,0.06658091,0.008318158,0.03129282,0.01876405],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001459417,0.0002408378,0.9266108,0.0002813476,0.00008274821,0.0003694807,0.01123977,0.0001325869,0.0001399171,0.00154106,0.01598786,0.04322755],"study_design_scores_gemma":[0.00004078495,0.0001974575,0.9651198,0.0007291792,0.000113311,0.0004036328,0.02054556,0.0003292922,0.0002105929,0.0006576032,0.01156471,0.00008807817],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7492626,0.008653997,0.0005616819,0.2184382,0.001336798,0.0001225695,0.001233457,0.00005823376,0.02033245],"genre_scores_gemma":[0.9881867,0.002078772,0.000852756,0.007612595,0.0002000771,0.00003435412,0.0002541434,0.00001203374,0.0007686337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9719841,"threshold_uncertainty_score":0.2770626,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2014537924","doi":"10.1097/blo.0b013e3180308456","title":"The Epidemiology of Major Joint Contractures","year":2006,"lang":"en","type":"review","venue":"Clinical Orthopaedics and Related Research","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":130,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa; Lawson Health Research Institute","funders":"","keywords":"Medicine; Epidemiology; Muscle contracture; Joint Contracture; Contracture; MEDLINE; Incidence (geometry); Physical therapy; Surgery; Pathology","authors":[{"name":"Dean Fergusson","is_ca":true},{"name":"Brian Hutton","is_ca":false},{"name":"Andrea Drodge","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5628355887647073,"gpt":0.669521157064085,"spread":0.1066855682993777,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001555243,0.0006055064,0.002212144,0.005669021,0.0002680933,0.001233723,0.0007220347,0.0009144354,0.002540441],"category_scores_gemma":[0.004190251,0.0003396822,0.0008410424,0.006591898,0.000489012,0.0009284512,0.0005259717,0.0005010255,0.0005534326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000689354,"about_ca_system_score_gemma":0.002292634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004155946,"about_ca_topic_score_gemma":0.006468906,"domain_scores_codex":[0.9986383,0.0003202363,0.0003003276,0.0001754613,0.0005046251,0.00006098134],"domain_scores_gemma":[0.9974113,0.001364868,0.0007850979,0.00003465908,0.0003366781,0.00006735897],"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":[0.00008408324,0.0000616129,0.0047204,0.07642705,0.0004880863,0.0004754555,0.000188338,0.0001726832,0.0005969851,0.0006604264,0.006665594,0.9094594],"study_design_scores_gemma":[0.0001330175,0.0006979854,0.1296536,0.1343566,0.003958887,0.02493655,0.001387701,0.000271565,0.001206477,0.003387464,0.6998979,0.0001120928],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002367043,0.999402,0.00002267714,0.00005910619,0.00002072015,0.000003494688,0.00001483114,0.000001223138,0.0002392235],"genre_scores_gemma":[0.001859909,0.9979096,0.00006473833,0.00004026116,0.00003215145,0.000003075331,0.00002185457,3.007719e-7,0.00006808333],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005669021,"threshold_uncertainty_score":0.008498609,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2163581778","doi":"10.1136/bmjopen-2013-002929","title":"The epidemiology of malpractice claims in primary care: a systematic review","year":2013,"lang":"en","type":"review","venue":"BMJ Open","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":130,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Health Research Board","keywords":"Malpractice; Indemnity; Medicine; Family medicine; Medical diagnosis; Medical malpractice; Epidemiology; MEDLINE; Pediatrics; Actuarial science; Law","authors":[{"name":"Emma Wallace","is_ca":false},{"name":"John Lowry","is_ca":false},{"name":"Susan M. Smith","is_ca":false},{"name":"Tom Fahey","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4563652402678087,"gpt":0.6384680679350713,"spread":0.1821028276672626,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01575928,0.001425518,0.007071903,0.01869442,0.00102637,0.003726029,0.00209727,0.00298275,0.003639433],"category_scores_gemma":[0.1019854,0.001633877,0.00739768,0.01842327,0.001436253,0.003828904,0.002311989,0.001640393,0.0002839951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005510029,"about_ca_system_score_gemma":0.01768484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009580176,"about_ca_topic_score_gemma":0.02616061,"domain_scores_codex":[0.9741225,0.009851173,0.009421517,0.001490244,0.004522454,0.0005921211],"domain_scores_gemma":[0.8638497,0.1031777,0.02319688,0.001697893,0.007350214,0.0007276067],"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":[0.0001027307,0.0000166379,0.002388045,0.9636313,0.008082455,0.0001843168,0.0004256192,0.00009051129,0.00006691545,0.0002359495,0.001316859,0.02345868],"study_design_scores_gemma":[0.00009014379,0.0001608026,0.00663277,0.9522146,0.02883096,0.0006683173,0.0005681907,0.00008339522,0.00008630857,0.0002284217,0.01040952,0.00002659735],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001755193,0.9966498,0.0001537412,0.0004419568,0.0000987739,0.0002823556,0.0003562274,0.000006210624,0.0002557237],"genre_scores_gemma":[0.03187272,0.9652708,0.0009822041,0.0006830601,0.0001389176,0.0006307373,0.0003399556,0.000005607874,0.00007599001],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01869442,"threshold_uncertainty_score":0.0833441,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2035596284","doi":"10.1503/cmaj.060429","title":"Accountability sought by patients following adverse events from medical care: the New Zealand experience","year":2006,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":128,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Accountability; Medicine; Adverse effect; Data science; Computer science; Political science; Internal medicine","authors":[{"name":"Marie Bismark","is_ca":false},{"name":"Edward A. Dauer","is_ca":false},{"name":"Ralston Paterson","is_ca":false},{"name":"David M. Studdert","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01166853687149026,"gpt":0.3423193911024293,"spread":0.330650854230939,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001220713,0.000188565,0.0002597643,0.0006418307,0.002333051,0.001142479,0.0003963418,0.0006375809,0.002739601],"category_scores_gemma":[0.01094492,0.0002841328,0.0002903831,0.001079845,0.001606171,0.0009265936,0.001657918,0.001109124,0.0001471415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003480446,"about_ca_system_score_gemma":0.003831371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1126431,"about_ca_topic_score_gemma":0.1637425,"domain_scores_codex":[0.9984778,0.0004414069,0.0002066375,0.0001186486,0.0003927018,0.0003629342],"domain_scores_gemma":[0.9917454,0.001285412,0.004548863,0.0002282806,0.0006552738,0.001536699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001172834,0.0001166681,0.9496534,0.00008027982,0.00002567836,0.003332495,0.03199838,0.00004603892,0.0003560624,0.0001658142,0.001473578,0.01263425],"study_design_scores_gemma":[0.00002699203,0.0004192415,0.9213636,0.0001738312,0.00002869335,0.01017132,0.0626427,0.0001737042,0.0001627829,0.0001098136,0.004689651,0.00003777145],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978772,0.0002499709,0.00002594983,0.0007271253,0.000008170797,0.00001477069,0.00003276089,0.000001620811,0.001062226],"genre_scores_gemma":[0.9991766,0.0003500805,0.00004895551,0.0001743,0.000009321313,0.000007272452,0.00002471711,0.000001464154,0.0002072639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1126431,"threshold_uncertainty_score":0.2239749,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1965288707","doi":"10.1377/hlthaff.20.3.233","title":"Physicians’ Views On Quality Of Care: A Five-Country Comparison","year":2001,"lang":"en","type":"article","venue":"Health Affairs","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":118,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Economic shortage; Medical prescription; Medicine; Family medicine; Quality (philosophy); Health care; Medical care; Perspective (graphical); Medical emergency; Nursing; Political science; Government (linguistics)","authors":[{"name":"Robert J. Blendon","is_ca":false},{"name":"Cathy Schoen","is_ca":false},{"name":"Karen Donelan","is_ca":false},{"name":"Robin Osborn","is_ca":false},{"name":"Catherine M. DesRoches","is_ca":false},{"name":"Kimberly Scoles","is_ca":false},{"name":"K.M. Davis","is_ca":false},{"name":"Katherine Binns","is_ca":false},{"name":"Kinga Zapert","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1439704171707189,"gpt":0.5162453194140644,"spread":0.3722749022433455,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004900571,0.0001675739,0.000340319,0.003280228,0.0009499197,0.001602699,0.0002668458,0.0005422527,0.002413184],"category_scores_gemma":[0.01771439,0.0001543999,0.0008368148,0.003239341,0.001173073,0.001410826,0.002015431,0.0005581958,0.0001582605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001332297,"about_ca_system_score_gemma":0.0006295444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009077978,"about_ca_topic_score_gemma":0.01292767,"domain_scores_codex":[0.9953713,0.002380013,0.0004377401,0.0001934067,0.0009297396,0.0006879247],"domain_scores_gemma":[0.9806017,0.007176232,0.006868335,0.0004618186,0.002936067,0.001955753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008318828,0.0001641555,0.9660481,0.000182809,0.0005826248,0.0003108037,0.01326162,0.0002737069,0.0003692903,0.001026857,0.0009052338,0.01604301],"study_design_scores_gemma":[0.00003506752,0.0003660635,0.9791312,0.00005743479,0.00006061373,0.0002154893,0.01876358,0.0001250742,0.00009838861,0.0001113977,0.001019193,0.00001641791],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962375,0.0006371071,0.0000714905,0.0003729516,0.0000141876,0.00001132093,0.000164811,0.000001694978,0.002488886],"genre_scores_gemma":[0.9993661,0.0002690979,0.00004691117,0.00007871255,0.000009497474,0.000008078757,0.0001490995,0.000001213662,0.0000713753],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009077978,"threshold_uncertainty_score":0.02591705,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2069405210","doi":"10.4081/jphr.2013.e32","title":"Disclosure of Adverse Events in the United States and Canada: An Update, and a Proposed Framework for Improvement","year":2013,"lang":"en","type":"review","venue":"Journal of public health research","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":104,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Canadian Medical Protective Association","funders":"","keywords":"Political science; History","authors":[{"name":"Albert W. Wu","is_ca":false},{"name":"Dennis J. Boyle","is_ca":false},{"name":"Gordon G. Wallace","is_ca":true},{"name":"Kathleen M. Mazor","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4859166925700435,"gpt":0.6084919169263014,"spread":0.122575224356258,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.142222,0.002353465,0.00413314,0.02520584,0.01631477,0.02298396,0.0123997,0.0114581,0.003017409],"category_scores_gemma":[0.159135,0.002100764,0.00454598,0.02657058,0.01869398,0.0171775,0.01212935,0.01434155,0.0005885588],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1940956,"about_ca_system_score_gemma":0.5987354,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9327263,"about_ca_topic_score_gemma":0.9204201,"domain_scores_codex":[0.9068533,0.0223524,0.02229127,0.0042466,0.03614167,0.008114817],"domain_scores_gemma":[0.6392079,0.07804774,0.01973151,0.006939842,0.225688,0.03038499],"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":[0.0001220573,0.000499306,0.03173321,0.0151959,0.0002853112,0.000601769,0.00833806,0.00217816,0.0002050223,0.05677098,0.1745617,0.7095085],"study_design_scores_gemma":[0.0001967668,0.0005886091,0.07002347,0.110427,0.0009524003,0.001608472,0.02823577,0.00439628,0.000618735,0.02356428,0.7586007,0.0007875551],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.003414761,0.3873065,0.007489262,0.5768987,0.007074713,0.001502185,0.0009984073,0.000429546,0.01488584],"genre_scores_gemma":[0.07334126,0.7145841,0.1096858,0.08719227,0.00408244,0.002992168,0.003089141,0.0002032136,0.004829545],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1940956,"threshold_uncertainty_score":0.9347348,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2084540141","doi":"10.1016/j.jmwh.2009.02.001","title":"Risk Assessment and Risk Distortion: Finding the Balance","year":2009,"lang":"en","type":"article","venue":"Journal of Midwifery & Women s Health","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":101,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Women's Health Research Institute","funders":"","keywords":"Risk assessment; Balance (ability); Distortion (music); Risk analysis (engineering); Business; Medicine; Computer science; Computer security; Physical medicine and rehabilitation; Telecommunications","authors":[{"name":"R. G. Jordan","is_ca":false},{"name":"Patricia A. Murphy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04800866125474452,"gpt":0.4648688335588443,"spread":0.4168601723040998,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1245325,0.001461772,0.002423499,0.009558939,0.005894507,0.0211482,0.003900599,0.007306471,0.005633387],"category_scores_gemma":[0.2982878,0.001336787,0.001127608,0.003577983,0.07244803,0.04154987,0.01584938,0.01288518,0.0008664659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01306776,"about_ca_system_score_gemma":0.01409535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006308318,"about_ca_topic_score_gemma":0.004992807,"domain_scores_codex":[0.8759671,0.08531778,0.004930628,0.006036692,0.02570514,0.002042511],"domain_scores_gemma":[0.7467715,0.1963077,0.01830539,0.01251322,0.02258675,0.003515381],"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":[0.0002487599,0.0001482563,0.01818562,0.0009169145,0.0003512038,0.000694167,0.04330017,0.001303434,0.0005650097,0.6425764,0.01434432,0.2773657],"study_design_scores_gemma":[0.00004228009,0.00009037447,0.003380613,0.001715833,0.00009579389,0.0008812764,0.02138163,0.001826495,0.0004412987,0.9416443,0.02839608,0.0001039822],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.06031691,0.0563785,0.1865511,0.5537345,0.003066022,0.0004357236,0.0001498739,0.0002544651,0.1391129],"genre_scores_gemma":[0.8713913,0.01668315,0.07015581,0.03234353,0.002406305,0.0003862302,0.00006882702,0.0001867011,0.006378062],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1245325,"threshold_uncertainty_score":0.6585985,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2159381524","doi":"10.1093/intqhc/mzn041","title":"Content analysis of patient complaints","year":2008,"lang":"en","type":"article","venue":"International Journal for Quality in Health Care","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":96,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary; Foothills Medical Centre","funders":"","keywords":"Complaint; Coding (social sciences); Medicine; Cohen's kappa; Interquartile range; Patient satisfaction; Family medicine; Benchmarking; Statistic; Health care; Nursing; Medical emergency; Computer science; Surgery","authors":[{"name":"T Montini","is_ca":false},{"name":"A. A. Noble","is_ca":false},{"name":"Henry T. Stelfox","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3425564809588266,"gpt":0.5847072049762428,"spread":0.2421507240174162,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03020009,0.0004987476,0.00101708,0.01148977,0.001463076,0.001996199,0.00142183,0.0004788684,0.002325892],"category_scores_gemma":[0.08884083,0.000222025,0.0008943962,0.01033097,0.00143891,0.001700062,0.002764998,0.00072831,0.0003899595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005468427,"about_ca_system_score_gemma":0.008053291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002673248,"about_ca_topic_score_gemma":0.002746832,"domain_scores_codex":[0.9590565,0.02303522,0.007939313,0.001464065,0.007580996,0.0009239538],"domain_scores_gemma":[0.8835642,0.06068814,0.01481646,0.00494064,0.03511788,0.0008727174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001093382,0.000673512,0.3408111,0.008723212,0.0002529718,0.0005661655,0.1621578,0.001917668,0.00768997,0.009742679,0.0158533,0.4505181],"study_design_scores_gemma":[0.0002597269,0.00153131,0.6716006,0.004803334,0.0002918763,0.00103023,0.1805241,0.0121332,0.009119513,0.0100719,0.1083044,0.0003298641],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8589969,0.001138721,0.07582397,0.002441412,0.0003015886,0.02411351,0.01595843,0.0005327069,0.02069279],"genre_scores_gemma":[0.826622,0.0008316141,0.1331799,0.0006757796,0.0001390631,0.02632486,0.009691254,0.0001457269,0.002389802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03020009,"threshold_uncertainty_score":0.1597152,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2313481485","doi":"10.1016/s1553-7250(16)42019-2","title":"Using Coworker Observations to Promote Accountability for Disrespectful and Unsafe Behaviors by Physicians and Advanced Practice Professionals","year":2016,"lang":"en","type":"article","venue":"The Joint Commission Journal on Quality and Patient Safety","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":88,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Global Affairs Canada","funders":"","keywords":"Accountability; Psychological intervention; Directive; Psychology; Malpractice; Patient safety; Health care; Medical education; Nursing; Medicine; Public relations; Political science","authors":[{"name":"Lynn E. Webb","is_ca":false},{"name":"Roger R. Dmochowski","is_ca":false},{"name":"Ilene N. Moore","is_ca":false},{"name":"James W. Pichert","is_ca":false},{"name":"Thomas F. Catron","is_ca":false},{"name":"Michelle Troyer","is_ca":false},{"name":"William Martínez","is_ca":false},{"name":"William O. Cooper","is_ca":true},{"name":"Gerald B. Hickson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2208016237410465,"gpt":0.5030269146452611,"spread":0.2822252909042146,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0209435,0.0004034042,0.000308817,0.001376899,0.003312456,0.001502277,0.0009996707,0.0014702,0.002958543],"category_scores_gemma":[0.1457802,0.0005478212,0.0003473824,0.0004956911,0.0009297653,0.001681853,0.002413293,0.002557697,0.0007338315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001345587,"about_ca_system_score_gemma":0.005882622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004596978,"about_ca_topic_score_gemma":0.01355892,"domain_scores_codex":[0.9800553,0.01467674,0.001176502,0.001169263,0.002264533,0.00065762],"domain_scores_gemma":[0.8019948,0.1268617,0.03509593,0.01301333,0.01488474,0.008149525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001347814,0.008051996,0.6210843,0.000386134,0.0002061845,0.0008875311,0.0534317,0.0009805915,0.005425009,0.0009884931,0.01650795,0.2907024],"study_design_scores_gemma":[0.001066495,0.007412381,0.8658498,0.001183129,0.0003449283,0.001053839,0.04853825,0.01217124,0.01283592,0.006854362,0.04237885,0.000310848],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9569194,0.0004564501,0.01523278,0.005985639,0.000501549,0.0009749151,0.0001773263,0.0004391982,0.01931272],"genre_scores_gemma":[0.9823176,0.0002428186,0.01336454,0.0007229142,0.0001666689,0.0006284391,0.00008607038,0.00003001515,0.002441035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0209435,"threshold_uncertainty_score":0.1107611,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2323256082","doi":"10.1056/nejmsb1303119","title":"Talking with Patients about Other Clinicians' Errors","year":2013,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":85,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; MEDLINE; Intensive care medicine; Medical physics","authors":[{"name":"Thomas H. Gallagher","is_ca":false},{"name":"Michelle M. Mello","is_ca":false},{"name":"Wendy Levinson","is_ca":true},{"name":"Matthew K. Wynia","is_ca":false},{"name":"Ajit K. Sachdeva","is_ca":false},{"name":"Lois Snyder Sulmasy","is_ca":false},{"name":"Robert D. Truog","is_ca":false},{"name":"James Conway","is_ca":false},{"name":"Kathleen M. Mazor","is_ca":false},{"name":"Alan Lembitz","is_ca":false},{"name":"Sigall K. Bell","is_ca":false},{"name":"Lauge Sokol‐Hessner","is_ca":false},{"name":"Jo Shapiro","is_ca":false},{"name":"Ann-Louise Puopolo","is_ca":false},{"name":"Robert M. Arnold","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04589410085102463,"gpt":0.4100495041906362,"spread":0.3641554033396115,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01006486,0.0009246538,0.0009429407,0.001246958,0.01814321,0.007086168,0.001553244,0.01764783,0.01774169],"category_scores_gemma":[0.09399231,0.0006372249,0.001148023,0.0009957905,0.004530227,0.009881507,0.006180972,0.01829844,0.005675185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002365777,"about_ca_system_score_gemma":0.003369615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001613269,"about_ca_topic_score_gemma":0.002815788,"domain_scores_codex":[0.9850621,0.01022765,0.0008888906,0.0004672584,0.002251296,0.001102616],"domain_scores_gemma":[0.9358788,0.03687718,0.009288745,0.002112115,0.007709619,0.008133583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001766341,0.0003450668,0.01848895,0.0004723757,0.0001091977,0.03779704,0.1247521,0.0004591688,0.0009321249,0.01003471,0.7127075,0.09372517],"study_design_scores_gemma":[0.00007383101,0.0004814141,0.002889869,0.00167036,0.00007059754,0.0578289,0.1882105,0.0006143093,0.0008887374,0.01433115,0.7327247,0.0002155603],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0442059,0.008283441,0.003883031,0.8577353,0.01729383,0.0001092451,0.00007200296,0.0003351854,0.06808212],"genre_scores_gemma":[0.3555245,0.01158736,0.006106457,0.5754097,0.0196838,0.0002136532,0.00008343115,0.0002229788,0.0311681],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01814321,"threshold_uncertainty_score":0.05935186,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2040899842","doi":"10.1001/jama.2009.1620","title":"Shared Medical Regulation in a Time of Increasing Calls for Accountability and Transparency","year":2009,"lang":"en","type":"article","venue":"JAMA","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":81,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto","funders":"","keywords":"Transparency (behavior); Accountability; Medicine; Medical profession; Government (linguistics); Public relations; State (computer science); Professional association; Government regulation; Public trust; Public administration; Quality (philosophy); Medical education; Law; Political science","authors":[{"name":"Kirstyn Shaw","is_ca":false},{"name":"Christine K. Cassel","is_ca":true},{"name":"Carol M. Black","is_ca":false},{"name":"Wendy Levinson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05596497779584574,"gpt":0.4312979679690295,"spread":0.3753329901731838,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.09912883,0.000501201,0.001441686,0.002231392,0.02043266,0.02353644,0.003904899,0.02444872,0.004007888],"category_scores_gemma":[0.1209952,0.00103893,0.001870379,0.002262899,0.07040352,0.02060268,0.02622169,0.04849254,0.0006115924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04299698,"about_ca_system_score_gemma":0.08149449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03002276,"about_ca_topic_score_gemma":0.02827934,"domain_scores_codex":[0.8107764,0.07614493,0.008413254,0.01737683,0.07293694,0.01435167],"domain_scores_gemma":[0.7728924,0.1116293,0.02812286,0.02426318,0.03730644,0.02578584],"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":[0.00004811966,0.0000820586,0.002873605,0.0001666644,0.00004751874,0.0006234251,0.03305376,0.00069249,0.0007099769,0.8858119,0.03422185,0.04166861],"study_design_scores_gemma":[0.00006100146,0.0001806028,0.004762119,0.001023351,0.00002846685,0.0007924968,0.01797539,0.001326079,0.0006701857,0.4783795,0.4945735,0.0002271632],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02314588,0.00517432,0.014742,0.9159221,0.002773775,0.00003460398,0.00002632382,0.0001044194,0.03807665],"genre_scores_gemma":[0.7648304,0.002175726,0.008486282,0.2071696,0.005130916,0.00009345399,0.00004825201,0.0001107444,0.01195461],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09912883,"threshold_uncertainty_score":0.5242497,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2174916192","doi":"10.1038/sj.ebd.6401110","title":"Priority oral health research identification for clinical decision-making","year":2015,"lang":"en","type":"article","venue":"Evidence-Based Dentistry","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":81,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"British Society of Periodontology; York University; Royal College of Surgeons of Edinburgh; British Orthodontic Society Foundation","keywords":"Cochrane Library; Medicine; Systematic review; MEDLINE; Family medicine; Dentistry; Health care; Medical education; Randomized controlled trial; Surgery","authors":[{"name":"Helen V Worthington","is_ca":false},{"name":"Jan Clarkson","is_ca":false},{"name":"Jo C Weldon","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.7595216844477325,"gpt":0.6984494664037695,"spread":0.06107221804396301,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.09835804,0.001607276,0.004329222,0.01902688,0.007387907,0.02055244,0.004524053,0.01342649,0.02913031],"category_scores_gemma":[0.2204727,0.001872784,0.003462247,0.004829316,0.00346887,0.01355501,0.009741563,0.01127342,0.006571651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007569593,"about_ca_system_score_gemma":0.05662836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003852521,"about_ca_topic_score_gemma":0.007574466,"domain_scores_codex":[0.933176,0.03900041,0.01094054,0.002844392,0.009717803,0.004320863],"domain_scores_gemma":[0.6422818,0.2312409,0.01871954,0.009952948,0.0767384,0.02106648],"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":[0.001142071,0.001742715,0.04065372,0.00986028,0.0003566825,0.002116101,0.002965068,0.001037919,0.00484847,0.05832317,0.1430845,0.7338693],"study_design_scores_gemma":[0.001120076,0.001523581,0.04175566,0.03987858,0.002266318,0.008577626,0.02875116,0.008418327,0.009738429,0.4416073,0.4156933,0.0006697776],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02817617,0.06105699,0.1042368,0.6838856,0.01527137,0.004864941,0.001272731,0.0006767528,0.1005588],"genre_scores_gemma":[0.3842332,0.04566574,0.4436515,0.079115,0.021874,0.004180154,0.002671787,0.0003625746,0.01824598],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.901642,"threshold_uncertainty_score":0.5201732,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2523586271","doi":"10.3310/hsdr04270","title":"Characterising the nature of primary care patient safety incident reports in the England and Wales National Reporting and Learning System: a mixed-methods agenda-setting study for general practice","year":2016,"lang":"en","type":"article","venue":"Health Services and Delivery Research","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":79,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Cardiff University; Imperial College London; University of Southampton; Health Services and Delivery Research Programme; National Institute for Health and Care Research; National Institutes of Health; Australian Commission on Safety and Quality in Health Care; World Health Organization","keywords":"Patient safety; Thematic analysis; Medicine; Incident report; Vignette; Harm; Near miss; Qualitative research; Nursing; Health care; Family medicine; Medical emergency; Psychology; Computer security","authors":[{"name":"Andrew Carson‐Stevens","is_ca":true},{"name":"Peter Hibbert","is_ca":false},{"name":"Huw Williams","is_ca":false},{"name":"H. P. Evans","is_ca":false},{"name":"Alison Cooper","is_ca":false},{"name":"Philippa Rees","is_ca":false},{"name":"Anita Deakin","is_ca":false},{"name":"Emma Shiels","is_ca":false},{"name":"Russell Gibson","is_ca":false},{"name":"Amy Butlin","is_ca":false},{"name":"Ben Carter","is_ca":false},{"name":"Donna Luff","is_ca":false},{"name":"Gareth Parry","is_ca":false},{"name":"Meredith Makeham","is_ca":false},{"name":"Paul McEnhill","is_ca":false},{"name":"Hope Olivia Ward","is_ca":false},{"name":"Ray Samuriwo","is_ca":false},{"name":"Anthony Avery","is_ca":false},{"name":"Antony Chuter","is_ca":false},{"name":"Liam Donaldson","is_ca":false},{"name":"Sharon Mayor","is_ca":false},{"name":"Sukhmeet S. Panesar","is_ca":false},{"name":"Aziz Sheikh","is_ca":false},{"name":"Fiona Wood","is_ca":false},{"name":"Adrian Edwards","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1023351036474941,"gpt":0.5178048040714363,"spread":0.4154697004239422,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08966465,0.0006903533,0.001204584,0.005471568,0.004009482,0.003382399,0.002367362,0.0024611,0.002392569],"category_scores_gemma":[0.1053983,0.001333671,0.001812918,0.003928344,0.003074307,0.003955712,0.00613624,0.001991978,0.0005865752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008791433,"about_ca_system_score_gemma":0.009239544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01660654,"about_ca_topic_score_gemma":0.03896394,"domain_scores_codex":[0.924615,0.05651113,0.007799697,0.003312618,0.004743952,0.00301764],"domain_scores_gemma":[0.8908886,0.07214719,0.01378725,0.005708179,0.01504835,0.002420383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0008179793,0.002797701,0.1939979,0.005719896,0.0003114236,0.002285025,0.726005,0.000384703,0.001778575,0.001254423,0.001710533,0.06293687],"study_design_scores_gemma":[0.000420479,0.006898539,0.3200104,0.004679101,0.0002979218,0.00134952,0.6484919,0.001314957,0.001610896,0.001563316,0.01311054,0.0002524205],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9821553,0.0008723326,0.005094192,0.0008137255,0.00004079223,0.009460087,0.0004602507,0.0000244356,0.00107887],"genre_scores_gemma":[0.9317083,0.0008494678,0.0326044,0.00228603,0.00007665703,0.03075285,0.0006206091,0.00004144837,0.001060241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08966465,"threshold_uncertainty_score":0.4741977,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2072077413","doi":"10.1177/0969733013509042","title":"Patient safety and quality in healthcare","year":2014,"lang":"en","type":"editorial","venue":"Nursing Ethics","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":79,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Patient safety; Health care; Medicine; SAFER; Nursing; Business; Medical emergency; Public relations; Political science; Computer security","authors":[{"name":"Ebin J Arries","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2263367915126767,"gpt":0.576358094608243,"spread":0.3500213030955663,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03332493,0.0007373787,0.001624091,0.00370441,0.005913182,0.01946137,0.00167665,0.007353921,0.01150686],"category_scores_gemma":[0.04909899,0.0004591759,0.0009496771,0.004922256,0.03305762,0.01168114,0.01284883,0.009469433,0.002276954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01393829,"about_ca_system_score_gemma":0.02377306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007006619,"about_ca_topic_score_gemma":0.004607448,"domain_scores_codex":[0.9424192,0.03357236,0.003339444,0.003719001,0.01429911,0.002650972],"domain_scores_gemma":[0.9402435,0.03248954,0.007636889,0.003900232,0.009177534,0.006552295],"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":[0.0000623393,0.0001337941,0.004716454,0.001691243,0.0001121422,0.0001095681,0.007835469,0.0006487942,0.0001372245,0.695306,0.09116681,0.1980803],"study_design_scores_gemma":[0.00004547591,0.0002669161,0.008164929,0.006684918,0.00005090477,0.0002648995,0.004705168,0.0004568619,0.0002091483,0.5501684,0.4288847,0.00009763108],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.008024077,0.208435,0.01514147,0.5701602,0.009595356,0.0002310309,0.0002779611,0.0001878327,0.1879471],"genre_scores_gemma":[0.5569085,0.2180626,0.01773377,0.1637186,0.02110055,0.0009146581,0.0004478324,0.0002004219,0.02091302],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.03332493,"threshold_uncertainty_score":0.1762412,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1972447150","doi":"10.1089/153871304323146423","title":"The SARS Commission Interim Report: SARS and Public Health in Ontario","year":2004,"lang":"en","type":"review","venue":"Biosecurity and Bioterrorism Biodefense Strategy Practice and Science","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":72,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Interim; Bioethics; Public health; Political science; Biosecurity; Economic Justice; Surge Capacity; Commission; Health care; Public relations; Public administration; Medicine; Coronavirus disease 2019 (COVID-19); Infectious disease (medical specialty); Law; Nursing; Disease","authors":[{"name":"Archie Campbell","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2279713062390268,"gpt":0.4867543215760577,"spread":0.258783015337031,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003364757,0.0007903554,0.001184736,0.003731488,0.001476292,0.002219223,0.001054596,0.002012316,0.008161817],"category_scores_gemma":[0.00508823,0.0006147136,0.0009165516,0.01047742,0.0007634411,0.001046405,0.001042398,0.001292415,0.0009673822],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0283352,"about_ca_system_score_gemma":0.1627916,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9255231,"about_ca_topic_score_gemma":0.9735196,"domain_scores_codex":[0.9983546,0.0001229628,0.0001686993,0.00006525096,0.001081666,0.0002068147],"domain_scores_gemma":[0.9947692,0.0006059232,0.0005995421,0.00006208664,0.003425596,0.0005376906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001346531,0.00005157945,0.003118103,0.01216973,0.0000940196,0.0001725173,0.0004902543,0.0002420198,0.0002605506,0.001132798,0.7423943,0.2397395],"study_design_scores_gemma":[0.00008239273,0.00004848721,0.01966311,0.004994413,0.0002268402,0.00007329887,0.0003640648,0.00003863143,0.00009433975,0.0001711142,0.9742267,0.00001660106],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001401338,0.9583367,0.0001268007,0.02098283,0.00311343,0.0002535594,0.002118371,0.00002894965,0.01363808],"genre_scores_gemma":[0.004460897,0.9727658,0.0003008271,0.003618843,0.0005836416,0.00009525615,0.0008520339,0.000006952317,0.01731581],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9716648,"threshold_uncertainty_score":0.2055872,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2736568024","doi":"10.21037/tau.2017.06.28","title":"Complications: acknowledging, managing, and coping with human error","year":2017,"lang":"en","type":"review","venue":"Translational Andrology and Urology","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":70,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University Health Network; University of Toronto","funders":"","keywords":"Shame; Blame; Reputation; Lawsuit; Health care; Coping (psychology); Transparency (behavior); Psychology; Patient safety; Anger; Public relations; Medicine; Nursing; Social psychology; Psychiatry; Law; Political science","authors":[{"name":"Sevann Helo","is_ca":false},{"name":"Carol‐Anne Moulton","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2526939776616411,"gpt":0.5237856984711321,"spread":0.271091720809491,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003147165,0.001001413,0.0012997,0.004259088,0.001170965,0.002875359,0.00143907,0.003313873,0.00327929],"category_scores_gemma":[0.009486403,0.0003492391,0.001258559,0.002616428,0.002148218,0.003524019,0.002073214,0.003295242,0.001057013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001551801,"about_ca_system_score_gemma":0.007303835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004013868,"about_ca_topic_score_gemma":0.006964043,"domain_scores_codex":[0.9971598,0.0009779722,0.0004432279,0.0001582942,0.001104316,0.0001563177],"domain_scores_gemma":[0.9925973,0.00511682,0.0008344572,0.0001704737,0.001059847,0.0002211043],"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":[0.00002536069,0.00007118987,0.0005342786,0.0426135,0.000206674,0.0002704652,0.0008489904,0.0001778794,0.0001790973,0.005871098,0.03142775,0.9177737],"study_design_scores_gemma":[0.00002210386,0.00008498053,0.002634498,0.08109716,0.0003615436,0.003582651,0.001671235,0.0001016911,0.0002680886,0.007580607,0.9025503,0.00004520363],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001333933,0.9957784,0.0002063281,0.002171501,0.0003053231,0.00001199068,0.000007023578,0.000008195881,0.001377792],"genre_scores_gemma":[0.001777603,0.9962227,0.0003995183,0.0009596632,0.0002864567,0.00001350466,0.00001345833,0.000002686286,0.0003243854],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004259088,"threshold_uncertainty_score":0.016644,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W180251606","doi":"10.1007/s12630-011-9579-2","title":"Physician professional behaviour affects outcomes: A framework for teaching professionalism during anesthesia residency","year":2011,"lang":"en","type":"review","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":69,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"MEDLINE; Medical education; Anesthesiology; Health care; Medicine; Personality; Psychology; Patient safety; Residency training; Graduate medical education; Family medicine; Nursing; Accreditation; Psychiatry; Social psychology; Continuing education","authors":[{"name":"Wadeeah Bahaziq","is_ca":true},{"name":"Edward T. Crosby","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0744703974083757,"gpt":0.406819836455881,"spread":0.3323494390475053,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008813336,0.001003159,0.002307527,0.00230762,0.0009500672,0.002300713,0.001995546,0.002332476,0.002452048],"category_scores_gemma":[0.02048177,0.000417997,0.003449186,0.002946804,0.001486707,0.001389283,0.001255292,0.002954302,0.0002544549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004391054,"about_ca_system_score_gemma":0.008148214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01776851,"about_ca_topic_score_gemma":0.04589373,"domain_scores_codex":[0.9954486,0.001937654,0.0004402722,0.000452084,0.001444007,0.0002772509],"domain_scores_gemma":[0.9818524,0.01382911,0.002024473,0.0001821713,0.001786349,0.0003255309],"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":[0.000327547,0.0005546178,0.03857243,0.03564169,0.004351047,0.0002194452,0.000674972,0.0008772763,0.0002169623,0.009540433,0.0102702,0.8987535],"study_design_scores_gemma":[0.0008159023,0.002608018,0.4197453,0.1717651,0.03859071,0.002268421,0.00337538,0.003348737,0.001311675,0.03357267,0.3222835,0.0003145262],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00383213,0.9902563,0.0006545789,0.003218227,0.0003116415,0.00005938531,0.00007836455,0.000007577652,0.001581847],"genre_scores_gemma":[0.0575199,0.9361302,0.002918253,0.001891882,0.0005188921,0.0001083059,0.0001348837,0.000006078796,0.0007715038],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01776851,"threshold_uncertainty_score":0.04660994,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2128514301","doi":"10.1002/chp.68","title":"The prevalence and special educational requirements of dyscompetent physicians","year":2006,"lang":"en","type":"review","venue":"Journal of Continuing Education in the Health Professions","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":67,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Specialty; Continuing medical education; Quality (philosophy); Population; Family medicine; Malpractice; Medical education; Nursing; Psychology; Continuing education; Environmental health","authors":[{"name":"Betsy Williams","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.103971853660819,"gpt":0.5342210951434818,"spread":0.4302492414826629,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001812417,0.0001327214,0.0001930513,0.003061603,0.0007132327,0.0009567592,0.0007549264,0.000608545,0.002682136],"category_scores_gemma":[0.02179472,0.0002106047,0.0002515506,0.001739043,0.0009829041,0.0008797047,0.001319679,0.0008927275,0.0003885107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000951994,"about_ca_system_score_gemma":0.001194846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005574253,"about_ca_topic_score_gemma":0.008608045,"domain_scores_codex":[0.9966023,0.0006605201,0.0006463086,0.0004704076,0.001177344,0.0004431673],"domain_scores_gemma":[0.9684634,0.005455066,0.01691786,0.001051471,0.003219511,0.004892679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002781456,0.00004600249,0.9881889,0.00002235901,0.00001106715,0.0003037039,0.000583315,0.00002803274,0.0001721131,0.0001779668,0.0008016257,0.009637024],"study_design_scores_gemma":[0.00000177573,0.00003140322,0.9970727,0.00002485946,0.000003178002,0.001222371,0.0008673794,0.0001019611,0.00007113086,0.00009142116,0.0005069394,0.000004988996],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9946754,0.0005611681,0.0001619196,0.001352999,0.0000241388,0.00001921217,0.0002959961,0.0000165555,0.00289256],"genre_scores_gemma":[0.9988222,0.0003022743,0.0002299464,0.0001709716,0.00003083642,0.00001267902,0.0002289486,0.000002935628,0.000199193],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.005574253,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2516731016","doi":"10.1177/1071100716659037","title":"A Coding System for Reoperations Following Total Ankle Replacement and Ankle Arthrodesis","year":2016,"lang":"en","type":"article","venue":"Foot & Ankle International","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":62,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa; Queen Elizabeth II Health Sciences Centre; University of Alberta; University of Toronto; Dalhousie University; Island Health; University of British Columbia","funders":"","keywords":"Medicine; Ankle; Ankle replacement; Arthrodesis; Surgery; Ankle arthrodesis; Intraclass correlation","authors":[{"name":"Alastair Younger","is_ca":true},{"name":"Mark Glazebrook","is_ca":true},{"name":"Andrea Veljkovic","is_ca":true},{"name":"Gordon Goplen","is_ca":true},{"name":"Timothy R. Daniels","is_ca":true},{"name":"Murray J. Penner","is_ca":true},{"name":"Kevin Wing","is_ca":true},{"name":"Peter Dryden","is_ca":true},{"name":"Hubert Wong","is_ca":true},{"name":"Karl‐André Lalonde","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05714267502416392,"gpt":0.4064305202007914,"spread":0.3492878451766275,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009604203,0.0004968903,0.0003280406,0.007199361,0.0008399569,0.0005602124,0.001001522,0.0004992368,0.002119002],"category_scores_gemma":[0.02761414,0.0001964934,0.0005745153,0.00357815,0.0007145259,0.0007931375,0.001253417,0.0007443229,0.0006666105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002137827,"about_ca_system_score_gemma":0.004359403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01163169,"about_ca_topic_score_gemma":0.01253873,"domain_scores_codex":[0.9878092,0.003677096,0.004806238,0.0008895738,0.002413828,0.0004040923],"domain_scores_gemma":[0.934356,0.01483439,0.02805123,0.004169071,0.01694647,0.001642805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007480342,0.0001933354,0.8367303,0.0005782367,0.00008866756,0.0005992265,0.004938055,0.001337613,0.005732468,0.002550658,0.01697568,0.1295277],"study_design_scores_gemma":[0.0001402946,0.0006998908,0.944351,0.0005163783,0.0001127219,0.003346691,0.002500736,0.009930833,0.003804723,0.001368026,0.0330723,0.000156325],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8478014,0.002129061,0.1035087,0.00265825,0.001240373,0.006779681,0.019164,0.001152188,0.01556649],"genre_scores_gemma":[0.8244674,0.001006789,0.1465926,0.0005278596,0.0003130347,0.004904536,0.0192958,0.0001414907,0.002750502],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01163169,"threshold_uncertainty_score":0.05079246,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2104188193","doi":"10.1136/qshc.2002.003905","title":"HARVARD MEDICAL PRACTICE STUDY","year":2004,"lang":"en","type":"article","venue":"BMJ Quality & Safety","topic":"Medical Malpractice and Liability Issues","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":"University of Toronto","funders":"","keywords":"Medicine; Adverse effect; Health care; Tort; Sample (material); Incidence (geometry); Medical practice; Public health; Actuarial science; Medical emergency; Family medicine; Business; Nursing; Political science; Law; Accounting","authors":[{"name":"G. Ross Baker","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1565844219111926,"gpt":0.5874058310887206,"spread":0.430821409177528,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00125588,0.000420577,0.000691415,0.002053378,0.001772166,0.001591039,0.0008834919,0.001077691,0.1252047],"category_scores_gemma":[0.008996356,0.0002791502,0.0003537531,0.005054868,0.0005912089,0.001643683,0.001413564,0.001659344,0.02128101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00201019,"about_ca_system_score_gemma":0.003468205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01234219,"about_ca_topic_score_gemma":0.008795618,"domain_scores_codex":[0.9977695,0.0004995422,0.0001997108,0.000572463,0.0005427161,0.0004160755],"domain_scores_gemma":[0.9946316,0.0007418227,0.001269135,0.0004150737,0.001176613,0.001765667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002875381,0.0004453834,0.4103042,0.0005497658,0.0001476078,0.00057163,0.001135123,0.0001081148,0.0001130208,0.008964358,0.4829893,0.09438389],"study_design_scores_gemma":[0.0004330142,0.0002707829,0.5321289,0.001094552,0.0001112966,0.001094518,0.001027841,0.0002356874,0.00005608182,0.004504778,0.4589986,0.00004387562],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1832143,0.0309304,0.001760162,0.06726032,0.003504631,0.001506218,0.09891101,0.0004059311,0.612507],"genre_scores_gemma":[0.6825575,0.02736262,0.001691541,0.03154595,0.005911156,0.002950481,0.05063306,0.000242819,0.1971049],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1252047,"threshold_uncertainty_score":0.4188516,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2325725151","doi":"10.1080/00450618.2015.1128969","title":"Model forensic science","year":2016,"lang":"en","type":"article","venue":"Australian Journal of Forensic Sciences","topic":"Medical Malpractice and Liability Issues","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":"University of British Columbia","funders":"Australian Research Council","keywords":"Impartiality; Transparency (behavior); Adversarial system; Forensic science; Engineering ethics; Shadow (psychology); Political science; Criminal investigation; Psychology; Federal Rules of Evidence; Law; Engineering; Medicine","authors":[{"name":"Gary Edmond","is_ca":false},{"name":"Bryan Found","is_ca":false},{"name":"Kristy A. Martire","is_ca":false},{"name":"Kaye N. Ballantyne","is_ca":false},{"name":"David Hamer","is_ca":false},{"name":"Rachel A Searston","is_ca":false},{"name":"Matthew B. Thompson","is_ca":false},{"name":"Emma Cunliffe","is_ca":true},{"name":"Richard I. Kemp","is_ca":false},{"name":"Mehera San Roque","is_ca":false},{"name":"Jason M. Tangen","is_ca":false},{"name":"Rachel Dioso‐Villa","is_ca":false},{"name":"Andrew Ligertwood","is_ca":false},{"name":"David Brynn Hibbert","is_ca":false},{"name":"David White","is_ca":false},{"name":"Gianni Ribeiro","is_ca":false},{"name":"Glenn Porter","is_ca":false},{"name":"Alice Towler","is_ca":false},{"name":"Andrew Roberts","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2009816039878767,"gpt":0.4763507821991619,"spread":0.2753691782112853,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005320544,0.0008849225,0.0006609625,0.002530384,0.002323512,0.007050607,0.002447246,0.004184517,0.01995239],"category_scores_gemma":[0.007529001,0.0003470433,0.0009952039,0.001306473,0.01012437,0.006886057,0.004053188,0.00274351,0.004785456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004398933,"about_ca_system_score_gemma":0.005362727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003249123,"about_ca_topic_score_gemma":0.002434109,"domain_scores_codex":[0.9966347,0.001669396,0.0001364279,0.0005841828,0.0007629774,0.0002124307],"domain_scores_gemma":[0.996265,0.001837305,0.0002364154,0.000865936,0.0005535235,0.0002417003],"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":[0.000002810405,0.000008223909,0.00009490931,0.00003379026,0.000004056206,0.00002502959,0.0001692156,0.0008789115,0.00002578789,0.9925538,0.00235534,0.003848047],"study_design_scores_gemma":[0.000007792517,0.00001110745,0.00006693687,0.0001075287,0.000003936568,0.00008738019,0.0001766026,0.003893859,0.00005512866,0.9236621,0.07191954,0.000007980027],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008110153,0.006547939,0.3397656,0.04566044,0.001473684,0.0003655223,0.0006646111,0.0005930717,0.596819],"genre_scores_gemma":[0.5642661,0.01159524,0.2846117,0.01053339,0.001988815,0.001358903,0.001201351,0.0003097319,0.1241347],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01995239,"threshold_uncertainty_score":0.06674737,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3122281005","doi":"10.1093/jleo/ewq017","title":"The Impact of Tort Reform on Employer-Sponsored Health Insurance Premiums","year":2010,"lang":"en","type":"article","venue":"The Journal of Law Economics and Organization","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":59,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Tort; Automobile insurance; Library science; Political science; Law; Economics; Actuarial science; Liability; Computer science","authors":[{"name":"Ronen Avraham","is_ca":false},{"name":"Leemore Dafny","is_ca":true},{"name":"Max M. Schanzenbach","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02678281524701798,"gpt":0.3832945673222426,"spread":0.3565117520752246,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005441946,0.0002960466,0.0007111798,0.002153404,0.0005598729,0.002396739,0.0009278472,0.00164485,0.005042356],"category_scores_gemma":[0.04608129,0.0002452823,0.0009684017,0.002517482,0.001152346,0.001409207,0.001490848,0.002458147,0.0005362585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002980931,"about_ca_system_score_gemma":0.001163529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01925457,"about_ca_topic_score_gemma":0.02720742,"domain_scores_codex":[0.9939103,0.00225503,0.0003919682,0.0006583757,0.001372019,0.001412346],"domain_scores_gemma":[0.9159807,0.03658367,0.03852344,0.002634685,0.003423581,0.002854019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000626144,0.001070538,0.9532813,0.00007883933,0.0005459107,0.000201738,0.0002513644,0.01602558,0.000834574,0.003749821,0.002463525,0.02087065],"study_design_scores_gemma":[0.00003118145,0.0003655027,0.989467,0.00001424789,0.0001452546,0.00005152217,0.0002444096,0.007684788,0.0004385273,0.0006803824,0.000860655,0.00001649306],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919271,0.0006510606,0.0003810427,0.001403078,0.00002596478,0.00003717921,0.001695407,0.00002307746,0.003856011],"genre_scores_gemma":[0.9985776,0.00012973,0.00008869208,0.00009357838,0.000038558,0.00000712636,0.0006449686,0.000002787661,0.0004169683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01925457,"threshold_uncertainty_score":0.03828496,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2048133977","doi":"10.1136/bjsports-2014-093707","title":"Patient Reported Outcome Measures (PROMs) have arrived in sports and exercise medicine: Why do they matter?","year":2015,"lang":"en","type":"editorial","venue":"British Journal of Sports Medicine","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":56,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Obligation; Negotiation; Public relations; Reputation; Institution; Best interests; Health care; Balance (ability); Moral obligation; Relevance (law); Business; Law; Medicine; Political science","authors":[{"name":"Jennifer C. Davis","is_ca":true},{"name":"Stirling Bryan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04999801832169242,"gpt":0.3854173138228214,"spread":0.335419295501129,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1564603,0.0005967618,0.001796304,0.002817582,0.001321325,0.005864986,0.001850233,0.002675052,0.004370803],"category_scores_gemma":[0.3259774,0.0004024106,0.002262194,0.005928003,0.004002399,0.004760127,0.002526545,0.006068622,0.001046951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003723063,"about_ca_system_score_gemma":0.005634006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002298124,"about_ca_topic_score_gemma":0.003574695,"domain_scores_codex":[0.7897978,0.1689088,0.01391761,0.005036295,0.0205998,0.001739624],"domain_scores_gemma":[0.6065308,0.2875181,0.06245096,0.01100543,0.02764849,0.004846141],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002770685,0.001044676,0.2708373,0.01654098,0.003871304,0.0001834367,0.006367905,0.00156098,0.0003805892,0.09974729,0.0466123,0.5500826],"study_design_scores_gemma":[0.00104171,0.004463713,0.6228625,0.03019455,0.003825425,0.001028613,0.00769678,0.0048572,0.001789464,0.09970818,0.2220984,0.0004335107],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.2374603,0.1771253,0.05567915,0.4127681,0.01133105,0.004209002,0.01253051,0.0003564143,0.08854021],"genre_scores_gemma":[0.8797832,0.0358546,0.03326018,0.03319442,0.004637687,0.005872351,0.004187697,0.0001403071,0.003069607],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.8435397,"threshold_uncertainty_score":0.8274511,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2046647420","doi":"10.1097/aln.0b013e3182475ebf","title":"Association between Anesthesiologist Age and Litigation","year":2012,"lang":"en","type":"article","venue":"Anesthesiology","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":55,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Medicine; American society of anesthesiologists; Complaint; Anesthesiology; Univariate analysis; Age groups; Multivariate analysis; Adverse effect; Demography; Internal medicine; Surgery; Anesthesia","authors":[{"name":"Michael J. Tessler","is_ca":true},{"name":"Ian Shrier","is_ca":true},{"name":"Russell Steele","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08617871624628433,"gpt":0.4169896624338293,"spread":0.330810946187545,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001730302,0.000144634,0.0002494046,0.001393077,0.0005482477,0.0009370932,0.0004908232,0.0005242774,0.006540244],"category_scores_gemma":[0.02451397,0.0001351587,0.0004020785,0.001247709,0.0005512378,0.0005301539,0.0006185247,0.001046797,0.0002763497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000989873,"about_ca_system_score_gemma":0.001367396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01186079,"about_ca_topic_score_gemma":0.01336631,"domain_scores_codex":[0.9972194,0.000554575,0.0004148749,0.0002959065,0.001097703,0.0004174738],"domain_scores_gemma":[0.9486378,0.01472489,0.0288455,0.0008416342,0.003084626,0.003865429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002161229,0.00001233934,0.9986326,0.000006887121,0.00001558408,0.00007529882,0.00003498326,0.00002185927,0.00002956242,0.00001708164,0.0001069147,0.001025165],"study_design_scores_gemma":[0.000001590803,0.00003694775,0.9988461,0.00001335806,0.00001437085,0.0005533512,0.0001242625,0.0001061565,0.00002553364,0.00002656287,0.0002488807,0.000002918522],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947852,0.001481402,0.0002240979,0.0008712768,0.00003301893,0.00001694763,0.0002438213,0.000007301838,0.002336833],"genre_scores_gemma":[0.9992286,0.0003217137,0.00008227177,0.00006256394,0.00004677366,0.000003385769,0.00009234938,0.000001872219,0.0001604665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01186079,"threshold_uncertainty_score":0.02358347,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3122982036","doi":"10.1111/j.1740-1461.2012.01251.x","title":"Will Tort Reform Bend the Cost Curve? Evidence from Texas","year":2012,"lang":"en","type":"article","venue":"Journal of Empirical Legal Studies","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":54,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Tort reform; Tort; Economics; Public economics; Actuarial science; Accounting; Liability","authors":[{"name":"Myungho Paik","is_ca":false},{"name":"Bernard S. Black","is_ca":true},{"name":"David A. Hyman","is_ca":false},{"name":"Charles Silver","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3294400808438403,"gpt":0.5554552672090723,"spread":0.226015186365232,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004946713,0.0003612169,0.0004398587,0.001984865,0.001483023,0.003032579,0.001320014,0.002091862,0.01844743],"category_scores_gemma":[0.03068466,0.0003207628,0.0009308347,0.003097187,0.002632461,0.00274623,0.001826384,0.002555647,0.001185146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006557754,"about_ca_system_score_gemma":0.004715148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05021046,"about_ca_topic_score_gemma":0.06197441,"domain_scores_codex":[0.9966183,0.001165763,0.0002046207,0.0003867938,0.0008634513,0.0007611303],"domain_scores_gemma":[0.9328848,0.03008778,0.02525886,0.002035718,0.007459184,0.002273619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003870167,0.001436788,0.7242876,0.002041661,0.001414759,0.0008361403,0.004765615,0.004692763,0.0005512989,0.06825065,0.08845425,0.09939838],"study_design_scores_gemma":[0.0005575984,0.0008471446,0.9045104,0.002557152,0.001273426,0.0002791351,0.01034443,0.001694566,0.0008801693,0.01072187,0.06624217,0.00009197834],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8177314,0.0178887,0.0007532909,0.08461222,0.0003086862,0.0001164925,0.003600405,0.00003036628,0.0749584],"genre_scores_gemma":[0.9767671,0.008090191,0.0002535595,0.009478014,0.0003817172,0.00003245719,0.001270488,0.0000181537,0.003708199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05021046,"threshold_uncertainty_score":0.09983635,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1693400279","doi":"","title":"The characteristics of physicians disciplined by professional colleges in Canada.","year":2011,"lang":"en","type":"article","venue":"PubMed","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":53,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Legislation; Confidentiality; Accountability; Discipline; Corporate governance; Public relations; Law; Political science; Business","authors":[{"name":"Asim Alam","is_ca":true},{"name":"Jason Klemensberg","is_ca":false},{"name":"Joshua Griesman","is_ca":false},{"name":"Chaim M. Bell","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05063390413826736,"gpt":0.3313410136073587,"spread":0.2807071094690913,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0006155449,0.0002077297,0.0002279811,0.002359966,0.002325374,0.0009434957,0.001009667,0.0006571696,0.002637515],"category_scores_gemma":[0.005229137,0.000309677,0.0002545104,0.003967846,0.0008347191,0.0003309705,0.0008514832,0.0006562984,0.0003832863],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01799145,"about_ca_system_score_gemma":0.02894045,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9418222,"about_ca_topic_score_gemma":0.9637895,"domain_scores_codex":[0.9983346,0.0000691112,0.0001079226,0.0002119398,0.0007316491,0.0005447969],"domain_scores_gemma":[0.9912034,0.0004966603,0.003096547,0.0001154369,0.001944968,0.003143007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002148991,0.00002216414,0.9941479,0.00002275161,0.000008571924,0.000141954,0.0007613953,0.00006169119,0.0001120045,0.00004730493,0.001504077,0.003148655],"study_design_scores_gemma":[0.000003460046,0.0000189773,0.9969164,0.00002532053,0.000004203514,0.0002191187,0.001195312,0.0001188365,0.00002479404,0.00001517143,0.001452373,0.000006093222],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911828,0.00104661,0.00009051687,0.0009080908,0.00001982668,0.00006109936,0.003471255,0.0000172156,0.003202601],"genre_scores_gemma":[0.9967005,0.0005697859,0.0001569261,0.0002851685,0.00001149181,0.00002242404,0.001547919,0.000004665765,0.0007010543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9993429,"threshold_uncertainty_score":0.1305377,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2136657473","doi":"10.1177/1049732311399779","title":"Patient Safety: A Consumer’s Perspective","year":2011,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":52,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Meaning (existential); Patient safety; Perspective (graphical); Nursing; Health care; Quality (philosophy); Medicine; Patient satisfaction; Psychology; Psychotherapist","authors":[{"name":"Richard Hovey","is_ca":false},{"name":"Mitchell L. Dvorak","is_ca":false},{"name":"Tessa Burton","is_ca":false},{"name":"Sherry Worsham","is_ca":false},{"name":"James L. Padilla","is_ca":false},{"name":"Martin J. Hatlie","is_ca":false},{"name":"Angela C Morck","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.7531155325147909,"gpt":0.7051344017655237,"spread":0.04798113074926724,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01430791,0.0005584647,0.0005576244,0.001720721,0.01079681,0.0122682,0.001630572,0.01565608,0.006383426],"category_scores_gemma":[0.01631452,0.000495382,0.0005706699,0.001426926,0.03065999,0.01204279,0.007329246,0.01162967,0.0006138898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006732077,"about_ca_system_score_gemma":0.007891033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0064832,"about_ca_topic_score_gemma":0.004518907,"domain_scores_codex":[0.9786114,0.0158781,0.0004784424,0.0008753942,0.002881159,0.001275506],"domain_scores_gemma":[0.9770372,0.01601712,0.001054636,0.0006451431,0.003686721,0.001559226],"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":[0.00008571005,0.0002172303,0.004592676,0.0004750967,0.0000349352,0.002537225,0.369163,0.0003375713,0.0006276691,0.5651093,0.02831506,0.02850455],"study_design_scores_gemma":[0.00005401107,0.0004009291,0.001825855,0.001252039,0.00003518226,0.003200091,0.4280889,0.000626854,0.0006402817,0.1056516,0.4581361,0.00008807438],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06609815,0.008740347,0.01125263,0.7468145,0.001929617,0.00008583075,0.00004642519,0.00005106688,0.1649813],"genre_scores_gemma":[0.8810197,0.005989136,0.002659912,0.1005306,0.001639436,0.00009190846,0.00003015139,0.00004489469,0.007994205],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01565608,"threshold_uncertainty_score":0.07566833,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2016267883","doi":"10.1590/s0043-31442006000100010","title":"Knowledge, attitudes and practice of medical students at the Cave Hill Campus in relation to ethics and law in healthcare","year":2006,"lang":"en","type":"article","venue":"West Indian Medical Journal","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":48,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Curriculum; Quarter (Canadian coin); Medical ethics; Health care; Relation (database); Medical education; Medicine; Family medicine; Law; Psychology; Pedagogy; Psychiatry; Political science","authors":[{"name":"E R Walrond","is_ca":false},{"name":"Ramesh Jonnalagadda","is_ca":false},{"name":"Seetharaman Hariharan","is_ca":false},{"name":"HSL Moseley","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06307570953050591,"gpt":0.5053319122060104,"spread":0.4422562026755045,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001683624,0.0001097801,0.0002112201,0.0007104638,0.001303487,0.001389928,0.0003812526,0.0007421902,0.003954765],"category_scores_gemma":[0.007290354,0.0002083077,0.0001780623,0.000443719,0.001310364,0.0006058681,0.0009344144,0.000818782,0.0004752057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001297502,"about_ca_system_score_gemma":0.002953907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0153204,"about_ca_topic_score_gemma":0.02434584,"domain_scores_codex":[0.998697,0.0003983287,0.00008298847,0.00008808275,0.0004694005,0.0002642547],"domain_scores_gemma":[0.993329,0.001677805,0.001749952,0.0001084626,0.0007062258,0.002428523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007488181,0.0007623885,0.9008351,0.0001857334,0.00002346513,0.0005702219,0.05838875,0.0001171257,0.001780733,0.000202919,0.001721153,0.03533762],"study_design_scores_gemma":[0.00002097561,0.0008427352,0.8926336,0.0002656798,0.00001647423,0.001117087,0.09778556,0.0003134696,0.0004789921,0.000130885,0.006359724,0.00003488203],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975635,0.0001940831,0.00003005429,0.000825891,0.000007284029,0.00001227227,0.00001582213,0.000001740694,0.001349426],"genre_scores_gemma":[0.998419,0.0002699695,0.00008400276,0.0003250503,0.00001000004,0.00001124067,0.00001699744,0.000001028537,0.0008626216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0153204,"threshold_uncertainty_score":0.03046244,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1990801963","doi":"10.1177/0272989x0002000104","title":"Does Clinical Error Contribute to Unnecessary Antibiotic Use?","year":2000,"lang":"en","type":"article","venue":"Medical Decision Making","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":48,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Sinai Health System; Mount Sinai Hospital","funders":"","keywords":"Sore throat; Medicine; Antibiotics; Pharyngitis; Throat; Intensive care medicine; Throat culture; Streptococcus; Internal medicine; Pediatrics; Surgery; Microbiology","authors":[{"name":"Warren J. McIsaac","is_ca":true},{"name":"Christopher Butler","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.123196275285922,"gpt":0.5354014388806843,"spread":0.4122051635947623,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02951402,0.0004705511,0.0008245757,0.003025035,0.001540288,0.002546734,0.0009564939,0.00341076,0.004692122],"category_scores_gemma":[0.4101529,0.0005965195,0.000904392,0.001969282,0.003434978,0.003359232,0.001998992,0.002612124,0.0005082558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001602866,"about_ca_system_score_gemma":0.00342696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003738032,"about_ca_topic_score_gemma":0.002646138,"domain_scores_codex":[0.9416957,0.03624819,0.005310862,0.002451343,0.01213825,0.002155681],"domain_scores_gemma":[0.4717289,0.3905215,0.09968831,0.01277659,0.02028256,0.005002208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004121589,0.0002658927,0.8871948,0.0003541435,0.0003414002,0.003178556,0.003618139,0.0005927358,0.00009116859,0.006448593,0.003997033,0.09350546],"study_design_scores_gemma":[0.0001900658,0.001020847,0.8461536,0.003269796,0.0006901069,0.04075566,0.01016507,0.01694718,0.0009600568,0.05885065,0.02078192,0.0002150019],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8162928,0.02315274,0.01271564,0.1221799,0.001120439,0.0002408814,0.0002861284,0.0001060942,0.02390542],"genre_scores_gemma":[0.989844,0.003006105,0.001833695,0.003685008,0.001038425,0.00002564272,0.00004671697,0.00001952463,0.0005009244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02951402,"threshold_uncertainty_score":0.1560869,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2135607726","doi":"10.1016/j.jvir.2008.03.027","title":"Quality Improvement Guidelines for Preventing Wrong Site, Wrong Procedure, and Wrong Person Errors: Application of the Joint Commission “Universal Protocol for Preventing Wrong Site, Wrong Procedure, Wrong Person Surgery” to the Practice of Interventional Radiology","year":2008,"lang":"en","type":"article","venue":"Journal of Vascular and Interventional Radiology","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":47,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University Health Network; University of Toronto; The Scarborough Hospital","funders":"","keywords":"Medicine; Protocol (science); Quality (philosophy); Commission; Quality management; Operations management; Law; Alternative medicine; Management system","authors":[{"name":"John F. Angle","is_ca":false},{"name":"Albert A. Nemcek","is_ca":false},{"name":"Alan M. Cohen","is_ca":false},{"name":"Donald L. Miller","is_ca":false},{"name":"Clement J. Grassi","is_ca":false},{"name":"Horacio D’Agostino","is_ca":false},{"name":"Arshad Khan","is_ca":false},{"name":"Sanjoy Kundu","is_ca":true},{"name":"Robert B. Osnis","is_ca":false},{"name":"Dheeraj K. Rajan","is_ca":true},{"name":"Marc S. Schwartzberg","is_ca":false},{"name":"Timothy L. Swan","is_ca":false},{"name":"Suresh Vedantham","is_ca":false},{"name":"Michael J. Wallace","is_ca":false},{"name":"John F. Cardella","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1524542523913683,"gpt":0.4635277978168773,"spread":0.311073545425509,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2777686,0.003256098,0.005707636,0.01503944,0.01041702,0.01097616,0.01626095,0.03740875,0.002357221],"category_scores_gemma":[0.3832417,0.005232817,0.01028983,0.009308948,0.01031668,0.0062997,0.009304808,0.03277533,0.001828474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01920768,"about_ca_system_score_gemma":0.1618375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1022674,"about_ca_topic_score_gemma":0.1007642,"domain_scores_codex":[0.5892642,0.1519835,0.1385921,0.006752583,0.100672,0.01273576],"domain_scores_gemma":[0.3008475,0.2032448,0.0584399,0.02367746,0.3906577,0.02313264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002712301,0.003605732,0.02095584,0.006831691,0.0008583083,0.001347756,0.01156881,0.01004969,0.004286085,0.04302444,0.7055464,0.191654],"study_design_scores_gemma":[0.001510533,0.003451779,0.183888,0.05591318,0.002497135,0.003666516,0.00875512,0.02165264,0.0110744,0.04097468,0.6637192,0.002896907],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.01699622,0.03179954,0.3036329,0.5319405,0.02660618,0.02986453,0.004003332,0.007863319,0.04729345],"genre_scores_gemma":[0.0576372,0.01482073,0.7338272,0.1512235,0.004365373,0.02106829,0.005792413,0.0007765978,0.01048873],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.2777686,"threshold_uncertainty_score":0.8906398,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2030904410","doi":"10.1016/s0277-9536(99)00494-3","title":"Defensive medicine during hospital obstetrical care: a by-product of the technological age","year":2000,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":47,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Malpractice; Defensive medicine; Adversarial system; Medicine; Medical malpractice; Law; Psychology; Political science","authors":[{"name":"Ken Bassett","is_ca":true},{"name":"N. T. Iyer","is_ca":true},{"name":"Arminée Kazanjian","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03669511569718212,"gpt":0.4057052371402661,"spread":0.369010121443084,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0095511,0.0003357758,0.0003359863,0.00246662,0.003037763,0.006047855,0.0009382305,0.006615107,0.01443722],"category_scores_gemma":[0.04239953,0.0003453603,0.0006097415,0.001740187,0.008595224,0.005941032,0.00400149,0.007058543,0.001562352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00572344,"about_ca_system_score_gemma":0.005623505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0038022,"about_ca_topic_score_gemma":0.01010697,"domain_scores_codex":[0.9943641,0.002415317,0.000433781,0.0006348075,0.001737106,0.000414974],"domain_scores_gemma":[0.9128075,0.06218499,0.0103832,0.004154533,0.00616473,0.004305033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0002524873,0.0003977047,0.05896637,0.001230896,0.00005873656,0.003254338,0.02077831,0.001224789,0.003409657,0.4236709,0.0967389,0.3900169],"study_design_scores_gemma":[0.00007343758,0.0005287992,0.1207123,0.004489502,0.00006328113,0.02127997,0.01231019,0.001847212,0.002661089,0.111151,0.7246637,0.0002195531],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1255713,0.1317399,0.01173513,0.5400007,0.003776754,0.00009972688,0.0003095616,0.0001874684,0.1865795],"genre_scores_gemma":[0.7564969,0.09617978,0.009651521,0.09604639,0.01592391,0.0001272759,0.0001159285,0.0002822214,0.02517607],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01443722,"threshold_uncertainty_score":0.0505116,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2099900005","doi":"10.1017/s1041610209008874","title":"Contemporaneous assessment of testamentary capacity","year":2009,"lang":"en","type":"article","venue":"International Psychogeriatrics","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":46,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Sunnybrook Health Science Centre; Health Sciences Centre; University of Toronto","funders":"","keywords":"Testamentary trust; Settlor; Undue influence; Documentation; Business; Medicine; Law; Computer science; Political science","authors":[{"name":"Kenneth I. Shulman","is_ca":true},{"name":"Carmelle Peisah","is_ca":false},{"name":"Robin Jacoby","is_ca":false},{"name":"Jeremia Heinik","is_ca":false},{"name":"Sanford I. Finkel","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0704149901622967,"gpt":0.4794303994986679,"spread":0.4090154093363712,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0103036,0.0003483734,0.0002377826,0.003425848,0.001261805,0.001745497,0.001358985,0.001190522,0.006847275],"category_scores_gemma":[0.05381452,0.0001512778,0.0002680458,0.001022976,0.003316164,0.002088114,0.0037856,0.001792291,0.0007016486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001926935,"about_ca_system_score_gemma":0.004245806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00271217,"about_ca_topic_score_gemma":0.005648046,"domain_scores_codex":[0.9915168,0.0032227,0.001213466,0.0004508205,0.002942198,0.0006540915],"domain_scores_gemma":[0.9579672,0.01472974,0.01146706,0.002441082,0.009633678,0.003761266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004229133,0.0005224982,0.4407026,0.0009925561,0.0000803713,0.006845416,0.02864113,0.002748056,0.003762625,0.07072743,0.02782153,0.4167328],"study_design_scores_gemma":[0.00005095687,0.001341576,0.6110332,0.004047022,0.0001071583,0.02599821,0.02720769,0.005847686,0.009029197,0.1201204,0.1949529,0.0002639475],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6008047,0.008951874,0.03676961,0.02720616,0.000618056,0.001025913,0.0005836316,0.0001793996,0.3238605],"genre_scores_gemma":[0.9815308,0.001578212,0.01031315,0.001136488,0.0001569342,0.0002242702,0.0001495531,0.00001578839,0.004894772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0103036,"threshold_uncertainty_score":0.05449128,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2496998313","doi":"10.1016/j.wneu.2016.07.069","title":"International Defensive Medicine in Neurosurgery: Comparison of Canada, South Africa, and the United States","year":2016,"lang":"en","type":"article","venue":"World Neurosurgery","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":43,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Demography; Family medicine; Demographics; Defensive medicine; Malpractice; Liability; Neurosurgery; Logistic regression; Medical malpractice; Law; Surgery","authors":[{"name":"Sandra C. Yan","is_ca":false},{"name":"M. Maher Hulou","is_ca":false},{"name":"David J. Coté","is_ca":false},{"name":"David Roytowski","is_ca":false},{"name":"James T. Rutka","is_ca":true},{"name":"William B. Gormley","is_ca":false},{"name":"Timothy R. Smith","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06888877820075053,"gpt":0.3670562481388592,"spread":0.2981674699381087,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001033799,0.0002608181,0.0003249912,0.004418926,0.003580439,0.003579786,0.0007684964,0.0007758888,0.005061607],"category_scores_gemma":[0.009482412,0.0001649659,0.000441192,0.01000217,0.001623724,0.001218406,0.002110213,0.001256608,0.0002731713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01976093,"about_ca_system_score_gemma":0.03223832,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8690869,"about_ca_topic_score_gemma":0.9560204,"domain_scores_codex":[0.9980626,0.0001865967,0.00007417097,0.00006293452,0.0006100463,0.001003801],"domain_scores_gemma":[0.9929129,0.001017775,0.001322461,0.0000742796,0.002730768,0.001941719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004978434,0.0002552707,0.885638,0.0002620367,0.0001515948,0.001181192,0.02204152,0.000487292,0.0003678061,0.01368844,0.008669432,0.06675971],"study_design_scores_gemma":[0.00002270569,0.00007981816,0.9151741,0.0003216039,0.00006544946,0.0004148539,0.07313713,0.0002516214,0.0001830778,0.000607626,0.009716619,0.00002525319],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.957566,0.004575713,0.0001011133,0.006176941,0.00008965455,0.00003816853,0.0004606754,0.000007109848,0.03098462],"genre_scores_gemma":[0.9956058,0.002449964,0.0000642299,0.0005286008,0.00002454741,0.000007160782,0.0001472292,0.000006718079,0.001165691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1309131,"threshold_uncertainty_score":0.2633681,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2162576262","doi":"","title":"Wrong-side surgery: systems for prevention.","year":2003,"lang":"en","type":"article","venue":"PubMed","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":42,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Publicity; General surgery; Surgery; Law","authors":[{"name":"Mark Bernstein","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.169488998283053,"gpt":0.4156478050955354,"spread":0.2461588068124824,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02231206,0.001214187,0.0008347104,0.004986108,0.005152002,0.01252,0.003096011,0.01408232,0.03647529],"category_scores_gemma":[0.04813097,0.000642032,0.0009002352,0.001872269,0.01270312,0.01503887,0.01048405,0.008651667,0.01148296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008117557,"about_ca_system_score_gemma":0.02705291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005886083,"about_ca_topic_score_gemma":0.00679349,"domain_scores_codex":[0.9833677,0.006867765,0.001019868,0.001288989,0.006155142,0.001300615],"domain_scores_gemma":[0.955269,0.01382513,0.004572461,0.004215115,0.0133724,0.008745836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00002418208,0.0000737873,0.002228067,0.0004700281,0.00002483826,0.0001715861,0.001067306,0.0003327834,0.0001039912,0.39344,0.4069574,0.1951061],"study_design_scores_gemma":[0.00002932806,0.0001229034,0.001920285,0.002480126,0.00003267715,0.0009348613,0.002132616,0.0007781455,0.0001880238,0.2565097,0.734814,0.00005727945],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.001068604,0.05717032,0.01887039,0.7619776,0.009574804,0.0001417381,0.0001859399,0.0007378415,0.1502728],"genre_scores_gemma":[0.2531406,0.1535289,0.08003495,0.3043954,0.03403461,0.001115298,0.0009601349,0.0006643088,0.1721258],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03647529,"threshold_uncertainty_score":0.122022,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2940009943","doi":"10.2174/1389201020666190408094016","title":"New Rules on Patient’s Safety and Professional Liability for the Italian Health Service","year":2019,"lang":"en","type":"article","venue":"Current Pharmaceutical Biotechnology","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":42,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Liability; Malpractice; Medical malpractice; Obligation; Health care; Law; Legislature; Health law; Medical law; Tort; Legal liability; Political science; Business; Common law; Compensation (psychology); Medicine; Psychology; Health policy; International health","authors":[{"name":"Sara Albolino","is_ca":false},{"name":"Tommaso Bellandi","is_ca":false},{"name":"Simone Cappelletti","is_ca":false},{"name":"Marco Di Paolo","is_ca":false},{"name":"Vittorio Fineschi","is_ca":false},{"name":"Paola Frati","is_ca":false},{"name":"Caterina Offidani","is_ca":false},{"name":"Michela Tanzini","is_ca":false},{"name":"Riccardo Tartaglia","is_ca":false},{"name":"Emanuela Turillazzi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1055274791884356,"gpt":0.4927001593474497,"spread":0.3871726801590141,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02411219,0.0008617058,0.0008144314,0.0027659,0.004225514,0.008524012,0.003171725,0.01668829,0.005464826],"category_scores_gemma":[0.03805858,0.001011362,0.002292636,0.001455957,0.01475924,0.004929425,0.004643408,0.01325714,0.002584001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009017258,"about_ca_system_score_gemma":0.0154931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02699927,"about_ca_topic_score_gemma":0.02227873,"domain_scores_codex":[0.9679114,0.008446323,0.003511113,0.003241596,0.01419529,0.002694311],"domain_scores_gemma":[0.9687819,0.01816379,0.00268662,0.004391645,0.004988971,0.0009871302],"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":[0.00002943474,0.00003848795,0.001308874,0.0001322863,0.00001649144,0.0003891617,0.002159617,0.0006084378,0.0003253082,0.9306224,0.04853675,0.01583273],"study_design_scores_gemma":[0.0001371985,0.0001805678,0.009793227,0.002017496,0.0001664976,0.001408021,0.0006005031,0.003521331,0.0009318357,0.2782762,0.7027882,0.000178812],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02504173,0.01376038,0.04394078,0.1371545,0.005802152,0.0008054157,0.001013773,0.0005607601,0.7719206],"genre_scores_gemma":[0.6736701,0.008695335,0.06006311,0.1041396,0.01898837,0.002756167,0.001387056,0.0002864051,0.1300139],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02699927,"threshold_uncertainty_score":0.1275189,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2151000049","doi":"10.1002/j.0022-0337.2002.66.4.tb03527.x","title":"Perceptions of Canadian Dental Faculty and Students About Appropriate Penalties for Academic Dishonesty","year":2002,"lang":"en","type":"article","venue":"Journal of Dental Education","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":41,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Adjudication; Jurisprudence; Psychology; Medical education; Guideline; Academic dishonesty; Malpractice; Cheating; Medicine; Social psychology; Political science; Law","authors":[{"name":"Paul E. Teplitsky","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08816138527738478,"gpt":0.4836486371536083,"spread":0.3954872518762235,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.007243183,0.0003127622,0.0004228931,0.002843736,0.009321027,0.006187191,0.001080994,0.00196866,0.00379636],"category_scores_gemma":[0.032849,0.0003395673,0.0004877841,0.002522685,0.006532772,0.0009355515,0.002396156,0.002374732,0.0003766232],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02826389,"about_ca_system_score_gemma":0.03788163,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7296095,"about_ca_topic_score_gemma":0.8160887,"domain_scores_codex":[0.9862164,0.001942971,0.0005746564,0.0003775624,0.00738569,0.003502589],"domain_scores_gemma":[0.9619758,0.006060319,0.005799108,0.0004157338,0.01315724,0.01259173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006791899,0.0005000098,0.5474892,0.0003244216,0.00006583442,0.001365757,0.3351122,0.0004352325,0.004628736,0.00385817,0.01348308,0.09205815],"study_design_scores_gemma":[0.00004754097,0.0004372245,0.3677521,0.0002526468,0.00005285235,0.0007132452,0.5881494,0.0006194079,0.001196422,0.0006180318,0.03994527,0.0002157945],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854733,0.0005210976,0.0002081779,0.00463172,0.00007925888,0.00006455561,0.00006441993,0.00001205622,0.008945447],"genre_scores_gemma":[0.9969417,0.0005438656,0.0001458403,0.0009497129,0.00003604511,0.0000123373,0.00003148516,0.00000424676,0.001334803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9980313,"threshold_uncertainty_score":0.5439656,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2755852944","doi":"10.1007/s00701-017-3323-9","title":"Defensive medicine among neurosurgeons in the Netherlands: a national survey","year":2017,"lang":"en","type":"article","venue":"Acta Neurochirurgica","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":41,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Defensive medicine; Medicine; Malpractice; Liability; Demographics; Family medicine; Perception; Actuarial science; Demography; Medical malpractice; Psychology; Accounting; Law; Political science; Business","authors":[{"name":"Sandra C. Yan","is_ca":false},{"name":"Alexander Hulsbergen","is_ca":false},{"name":"Ivo S. Muskens","is_ca":false},{"name":"Marjel van Dam","is_ca":false},{"name":"William B. Gormley","is_ca":false},{"name":"Marike L. D. Broekman","is_ca":false},{"name":"Timothy R. Smith","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1679229572324379,"gpt":0.4642153520167996,"spread":0.2962923947843618,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008214629,0.0001379611,0.0002171271,0.0006583683,0.0002585634,0.0005654492,0.000286856,0.0003772062,0.001535335],"category_scores_gemma":[0.004184685,0.0002565753,0.0002005577,0.001431593,0.0002691292,0.0007771123,0.0005939428,0.0003212625,0.0003710266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009952623,"about_ca_system_score_gemma":0.0008737306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03283728,"about_ca_topic_score_gemma":0.05123194,"domain_scores_codex":[0.9991783,0.0002164993,0.0001631519,0.0001219174,0.0002118292,0.0001082122],"domain_scores_gemma":[0.9972116,0.0005342531,0.001357525,0.0000615907,0.0003766361,0.000458412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002059284,0.00005614919,0.9931328,0.00005257894,0.00002337593,0.0001713801,0.00165804,0.00005291961,0.0001875562,0.00002606433,0.0008653038,0.003753221],"study_design_scores_gemma":[0.000004958823,0.00006954894,0.9944137,0.00003361849,0.000007074602,0.0002108322,0.00393738,0.0001261676,0.0000568306,0.00001204222,0.001122507,0.000005291401],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998162,0.0001941925,0.00004958494,0.0001763354,0.00000423287,0.00002041789,0.0006123895,0.000001834512,0.0007789789],"genre_scores_gemma":[0.9980572,0.0004461461,0.0001341587,0.0001837697,0.000005291314,0.00003914304,0.0006866568,0.000003245392,0.0004443436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03283728,"threshold_uncertainty_score":0.0652923,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2038278184","doi":"10.1016/j.socscimed.2009.07.025","title":"Health professionals' enactment of their accountability obligations: Doing the best they can","year":2009,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":40,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Western University; Université Laval","funders":"","keywords":"Accountability; Autonomy; Public relations; Context (archaeology); Health care; Medicine; Political science; Sociology; Psychology; Law","authors":[{"name":"Andrew Freeman","is_ca":true},{"name":"Carol L. McWilliam","is_ca":true},{"name":"Joyce R. MacKinnon","is_ca":true},{"name":"Sandra DeLuca","is_ca":true},{"name":"Susan Rappolt","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08920101583480188,"gpt":0.5067838229047655,"spread":0.4175828070699636,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1218711,0.0005945397,0.001003779,0.002120767,0.02190799,0.02450664,0.003702652,0.02915283,0.005683352],"category_scores_gemma":[0.2974272,0.001058743,0.0008767675,0.001128983,0.02247749,0.02008371,0.01307945,0.02812829,0.002015313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009958519,"about_ca_system_score_gemma":0.1241623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02376888,"about_ca_topic_score_gemma":0.03704465,"domain_scores_codex":[0.8649899,0.07927147,0.004173927,0.003861433,0.02954127,0.01816203],"domain_scores_gemma":[0.6884829,0.1504012,0.03092781,0.02032919,0.05454654,0.05531242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001165942,0.0008137462,0.02194269,0.0002820176,0.0001746819,0.001254757,0.08975844,0.001313535,0.001324538,0.3059236,0.3554037,0.2216919],"study_design_scores_gemma":[0.0001797517,0.0001972313,0.01655596,0.001652871,0.0001076311,0.0009480923,0.09600042,0.004616491,0.001886374,0.4708736,0.40659,0.0003915816],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02146892,0.001664542,0.01232088,0.890379,0.00222247,0.000104057,0.00001814182,0.0001670781,0.07165485],"genre_scores_gemma":[0.7324163,0.002303628,0.02092104,0.2162329,0.002148092,0.0002864161,0.00004422841,0.0001744323,0.02547293],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1218711,"threshold_uncertainty_score":0.6445239,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1975822629","doi":"10.1111/j.1748-720x.2000.tb00669.x","title":"A Survey of Physician Training Programs in Risk Management and Communication Skills for Malpractice Prevention","year":2000,"lang":"en","type":"article","venue":"The Journal of Law Medicine & Ethics","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":40,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute of Health Services and Policy Research","funders":"Division of Graduate Education; U.S. Public Health Service; Health Resources and Services Administration","keywords":"Malpractice; Lawsuit; Defensive medicine; Medical malpractice; Medicine; Health care; Psychology; Family medicine; Medical emergency; Nursing; Law; Political science","authors":[{"name":"F. Lefèvre","is_ca":false},{"name":"Teresa M. Waters","is_ca":false},{"name":"Peter P. Budetti","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3445429284045792,"gpt":0.5368101843556289,"spread":0.1922672559510497,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001736214,0.0001567613,0.0001983067,0.002042656,0.0005539102,0.0005425624,0.000407559,0.0007039305,0.004587301],"category_scores_gemma":[0.01162275,0.000260645,0.0002593916,0.002101873,0.0003333665,0.0008545838,0.0005824227,0.0007033655,0.001102701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008163817,"about_ca_system_score_gemma":0.001979466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004604945,"about_ca_topic_score_gemma":0.01129409,"domain_scores_codex":[0.9982061,0.0004760903,0.0001670139,0.000154984,0.0007056745,0.0002900785],"domain_scores_gemma":[0.9769383,0.006595962,0.006044736,0.0005438633,0.004179408,0.005697647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009158201,0.000588186,0.9209967,0.0002304933,0.000028176,0.0001858765,0.001540284,0.00009553969,0.0009951473,0.000217608,0.005290084,0.06974036],"study_design_scores_gemma":[0.000008063746,0.0002178338,0.9923429,0.00007169107,0.00000928839,0.0003304527,0.0009065302,0.0001214416,0.00009986532,0.00002398098,0.005863735,0.000004242105],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862279,0.003938789,0.0003455903,0.002863137,0.00004433169,0.0001166877,0.0005552261,0.00004404445,0.005864317],"genre_scores_gemma":[0.9895971,0.004839419,0.0008805704,0.001627845,0.00006496561,0.0001104643,0.0004194843,0.00001453762,0.002445578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004604945,"threshold_uncertainty_score":0.01534605,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2282243065","doi":"10.1136/bmjopen-2015-009423","title":"Is clinician refusal to treat an emerging problem in injury compensation systems?","year":2016,"lang":"en","type":"article","venue":"BMJ Open","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":39,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute for Work & Health","funders":"Institute for Safety, Compensation and Recovery Research; WorkSafe Victoria; Monash University; Transport Accident Commission","keywords":"Medicine; Context (archaeology); Compensation (psychology); Nursing; Medical emergency; Family medicine; Social psychology; Psychology","authors":[{"name":"Bianca Brijnath","is_ca":false},{"name":"Danielle Mazza","is_ca":false},{"name":"Agnieszka Kosny","is_ca":true},{"name":"Samantha Bunzli","is_ca":false},{"name":"N. Singh","is_ca":false},{"name":"Rasa Ruseckaite","is_ca":false},{"name":"Alex Collie","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3223535571385679,"gpt":0.6070663255772083,"spread":0.2847127684386404,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06709813,0.0003552162,0.001109626,0.00221901,0.01208338,0.01023563,0.004717102,0.01317921,0.007987413],"category_scores_gemma":[0.254775,0.001208804,0.0009124233,0.004031051,0.02304602,0.01187344,0.008617312,0.01056453,0.001291136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01473635,"about_ca_system_score_gemma":0.03152996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02521759,"about_ca_topic_score_gemma":0.02514528,"domain_scores_codex":[0.890524,0.06732606,0.008545981,0.006619165,0.0186225,0.008362324],"domain_scores_gemma":[0.7348372,0.1452924,0.06446063,0.008986589,0.02694746,0.01947582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001844128,0.0003313708,0.1229839,0.003556702,0.0001882763,0.009990465,0.6117381,0.0004665936,0.0005306832,0.02991288,0.05750098,0.1626157],"study_design_scores_gemma":[0.0001041866,0.0003713784,0.05955306,0.01282037,0.0001081293,0.01693605,0.739603,0.001225724,0.0002394024,0.02777291,0.1409312,0.0003346822],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2589621,0.02580364,0.005713603,0.6791478,0.002891897,0.000159173,0.0001049362,0.0001132223,0.02710363],"genre_scores_gemma":[0.9321002,0.007629299,0.002576741,0.05422488,0.001318614,0.0001699898,0.00008023748,0.00007392853,0.001826167],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06709813,"threshold_uncertainty_score":0.3548531,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1984964656","doi":"10.7202/1026129ar","title":"Epidemiological Uncertainty, Causation, and Drug Product Liability","year":2014,"lang":"en","type":"article","venue":"McGill Law Journal","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":38,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Causation; Plaintiff; Product liability; Epidemiology; Actuarial science; Liability; Context (archaeology); Economics; Law; Medicine; Political science; Pathology; Geography","authors":[{"name":"Richard Goldberg","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07926483891439622,"gpt":0.4198371947832955,"spread":0.3405723558688993,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06192746,0.0006637106,0.001294703,0.005328226,0.00852585,0.009760072,0.002971934,0.01803996,0.003591848],"category_scores_gemma":[0.159573,0.0009128851,0.001464482,0.002650618,0.04612254,0.01508392,0.008334986,0.01169598,0.000409129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006684436,"about_ca_system_score_gemma":0.00930974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006117603,"about_ca_topic_score_gemma":0.004958032,"domain_scores_codex":[0.9323786,0.04070108,0.003738657,0.004558851,0.01610078,0.002521931],"domain_scores_gemma":[0.7438199,0.2336613,0.01006108,0.004898382,0.006243099,0.001316265],"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":[0.00000736389,0.000009356741,0.0005664398,0.00005378469,0.00001075698,0.0001786082,0.0006032924,0.0003437017,0.00002778764,0.9926153,0.001000704,0.004583002],"study_design_scores_gemma":[0.00002164233,0.00003494782,0.0008131667,0.0004025599,0.00002768991,0.0003490948,0.000546173,0.0008172252,0.0001199821,0.9772455,0.01958609,0.00003587091],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04255132,0.06096918,0.1375485,0.5491721,0.002388117,0.0001940091,0.0001902884,0.0001008575,0.2068857],"genre_scores_gemma":[0.8819468,0.02022576,0.02440145,0.06133533,0.00496458,0.0002384917,0.00005221027,0.00002703297,0.006808436],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06192746,"threshold_uncertainty_score":0.3275076,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}