{"id":"W2785531319","doi":"10.9778/cmajo.20170095","title":"The relation between publication rate and financial conflict of interest among physician authors of high-impact oncology publications: an observational study","year":2018,"lang":"en","type":"article","venue":"CMAJ Open","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Conflict of interest; Medicine; Medicaid; Payment; Observational study; Publication; Family medicine; Impact factor; Scopus; Actuarial science; MEDLINE; Internal medicine; Political science; Finance; Business; Health care; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003277657,0.0001482166,0.0003286198,0.00009187467,0.0005685623,0.00006940975,0.0006453122,0.0003900461,0.0003042975],"category_scores_gemma":[0.0008061922,0.0001163021,0.00003887468,0.0004505389,0.0007654207,0.0007666471,0.0002471001,0.0007824105,0.00001438537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000888092,"about_ca_system_score_gemma":0.0004237944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007721344,"about_ca_topic_score_gemma":0.0008240849,"domain_scores_codex":[0.997128,0.001529558,0.0006724964,0.0002943533,0.0001041018,0.0002715244],"domain_scores_gemma":[0.9971391,0.0009220574,0.000566551,0.0003119629,0.0007941342,0.0002662038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006285312,0.0007878172,0.8933127,0.00002369874,0.0001930423,6.042799e-7,0.002919985,0.00001267382,0.002005408,0.04056794,0.004806076,0.05474151],"study_design_scores_gemma":[0.001137315,0.001073381,0.9531707,0.0000122773,0.0001101818,7.165846e-7,0.0004203569,0.0005833452,0.002847696,0.002611593,0.03792152,0.0001109819],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904436,0.00003934294,0.00004364189,0.005639073,0.0002919399,0.001477524,0.0001592635,0.00002324818,0.001882397],"genre_scores_gemma":[0.998058,0.00002315899,0.00005658825,0.0007605961,0.0003918137,0.0001371039,0.0002048201,0.00001220974,0.0003557613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05985792,"threshold_uncertainty_score":0.4742661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8107290153728087,"score_gpt":0.6279894896961798,"score_spread":0.1827395256766289,"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."}}