{"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":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005424588,0.0002196301,0.001351928,0.00004946769,0.00005361317,0.000002623671,0.0004264598,0.001267193,0.001465645],"category_scores_gemma":[0.003880289,0.0001971882,0.0005209923,0.0003381877,0.002127994,0.0001350603,0.0001768677,0.002795342,0.00002399178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007421652,"about_ca_system_score_gemma":0.001527704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003907921,"about_ca_topic_score_gemma":0.0001168832,"domain_scores_codex":[0.9943812,0.001675281,0.002880937,0.0004335566,0.00020058,0.0004283728],"domain_scores_gemma":[0.9921362,0.003371299,0.002240937,0.000319713,0.001436036,0.0004958404],"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":[0.00400455,0.001648928,0.7054748,0.0005719254,0.0008259501,0.00001334582,0.0008265277,0.000195684,0.004303166,0.002627146,0.08202796,0.19748],"study_design_scores_gemma":[0.003747273,0.001483583,0.1116216,0.0001526873,0.0004921073,0.000003864781,0.0009318169,0.002658765,0.0108837,0.0001229607,0.8676577,0.0002439519],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811609,0.0007366702,0.00002782951,0.01011686,0.00390942,0.0005300697,0.0002306205,0.0000242353,0.003263447],"genre_scores_gemma":[0.9807093,0.003085573,0.001291256,0.01298771,0.001014774,0.00002481182,0.00001406819,0.0000223944,0.0008501012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7856297,"threshold_uncertainty_score":0.9995052,"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."}}