{"id":"W2965581463","doi":"10.1002/cncr.32408","title":"Undisclosed financial conflicts of interest among authors of American Society of Clinical Oncology clinical practice guidelines","year":2019,"lang":"en","type":"article","venue":"Cancer","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Clinical Oncology; Clinical Practice; Conflict of interest; Family medicine; Internal medicine; Oncology; Finance; Cancer","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":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.09603901,0.0003682073,0.0007925418,0.01062391,0.00121311,0.004009027,0.00206414,0.002364903,0.005565867],"category_scores_gemma":[0.5548456,0.0005423168,0.0006630275,0.01480083,0.00233415,0.004486506,0.00374777,0.002412068,0.001501811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003077545,"about_ca_system_score_gemma":0.01802768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002968011,"about_ca_topic_score_gemma":0.006721744,"domain_scores_codex":[0.7762661,0.1041149,0.05888937,0.007995687,0.05013455,0.00259934],"domain_scores_gemma":[0.2214925,0.4863397,0.1684013,0.01709796,0.09827569,0.008392899],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003867732,0.0001696765,0.386588,0.01517902,0.0007864237,0.0009572414,0.009347526,0.0005271389,0.0007206729,0.01219751,0.2273037,0.3458364],"study_design_scores_gemma":[0.000401371,0.0003393182,0.2035989,0.05916261,0.001282283,0.006177636,0.01243947,0.004080785,0.002674829,0.05769753,0.6518404,0.0003048366],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.2855067,0.1841555,0.0408791,0.265222,0.0107199,0.004668725,0.03138676,0.0007924673,0.1766688],"genre_scores_gemma":[0.853684,0.04173258,0.05967369,0.02328465,0.002332679,0.00318057,0.01091215,0.0002716367,0.00492799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9976351,"threshold_uncertainty_score":0.5079089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8620040911402146,"score_gpt":0.7303762148226882,"score_spread":0.1316278763175264,"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."}}