{"id":"W2610786796","doi":"10.1001/jama.2017.2233","title":"Is There a Conflict of Interest?","year":2017,"lang":"en","type":"article","venue":"JAMA","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; The Wilson Centre; University of Toronto","funders":"","keywords":"Medicine; Multidisciplinary approach; Multidisciplinary team; Disease; Variety (cybernetics); General surgery; Intensive care medicine; Law; Nursing; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.007514986,0.0005919241,0.002645771,0.000921423,0.001632231,0.004069266,0.00283114,0.010746,0.1119023],"category_scores_gemma":[0.06152578,0.0005045704,0.001219364,0.001651242,0.002240015,0.002300668,0.002845436,0.005420919,0.0267419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003772118,"about_ca_system_score_gemma":0.01076516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001785218,"about_ca_topic_score_gemma":0.003426041,"domain_scores_codex":[0.988462,0.002090747,0.001130338,0.001403299,0.005017485,0.001896114],"domain_scores_gemma":[0.9607266,0.008085854,0.005358601,0.001608166,0.01313671,0.01108397],"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":[0.0004000812,0.0003214451,0.01172621,0.00294195,0.0003480337,0.00489114,0.00164746,0.0002149368,0.0004668759,0.03237976,0.8109561,0.133706],"study_design_scores_gemma":[0.0002048053,0.0002420524,0.005456499,0.004824587,0.0001819106,0.007677386,0.003028081,0.0008733795,0.0003845278,0.006543863,0.9704862,0.00009684297],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01050323,0.03051487,0.002007197,0.7596179,0.09987798,0.0004730264,0.00316609,0.000370232,0.0934695],"genre_scores_gemma":[0.293043,0.04239663,0.01351266,0.4805093,0.05880941,0.002078565,0.006045493,0.0002499404,0.103355],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.989254,"threshold_uncertainty_score":0.3743504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8312425472422744,"score_gpt":0.6170414724432456,"score_spread":0.2142010747990288,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}