{"id":"W2982269006","doi":"10.3747/co.26.4789","title":"Lack of Accountability in Upholding Authorship Standards in Prominent Medical Oncology Clinical Trials","year":2019,"lang":"en","type":"article","venue":"Current Oncology","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Accountability; Medicine; Clinical trial; Accrual; Clinical Oncology; Alternative medicine; Medical education; Family medicine; Oncology; Medical physics; Internal medicine; Political science; Cancer; Accounting; Pathology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.7185424,0.0005616152,0.001418431,0.01144748,0.007217239,0.01463323,0.005955364,0.004826855,0.001749176],"category_scores_gemma":[0.867119,0.00148254,0.0009484483,0.009558934,0.01242854,0.01079613,0.01227533,0.007363448,0.0005216211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008873929,"about_ca_system_score_gemma":0.021174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002091682,"about_ca_topic_score_gemma":0.002421084,"domain_scores_codex":[0.157651,0.4857194,0.1702055,0.02589835,0.153148,0.007377704],"domain_scores_gemma":[0.0268166,0.6883542,0.1447406,0.06928173,0.06590898,0.00489778],"domain_codex":"methods","domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00107524,0.0003508858,0.3948608,0.004321557,0.0008560612,0.001610646,0.08415224,0.002238464,0.005240364,0.07931051,0.01801722,0.4079661],"study_design_scores_gemma":[0.0007336411,0.001539826,0.4556777,0.01462432,0.0007520505,0.006216198,0.03751275,0.01934168,0.0247447,0.2462661,0.1915023,0.00108872],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5683151,0.01474836,0.206518,0.1406981,0.005478851,0.003708918,0.0007995227,0.0008888979,0.05884421],"genre_scores_gemma":[0.9608297,0.0007571504,0.02721871,0.007579911,0.001335248,0.0008206188,0.0001735573,0.0001307262,0.001154458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9951732,"threshold_uncertainty_score":0.3470874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9298262200967163,"score_gpt":0.7810313475624047,"score_spread":0.1487948725343117,"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."}}