{"id":"W2016056732","doi":"10.1200/jco.2008.21.6606","title":"Relationships Between Authorship Contributions and Authors' Industry Financial Ties Among Oncology Clinical Trials","year":2010,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; Ontario Institute for Cancer Research","funders":"National Cancer Institute","keywords":"Medicine; Clinical trial; Test (biology); Odds ratio; Odds; Family medicine; Internal medicine; Oncology; Logistic regression","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":["metaresearch","research_integrity"],"domain":"incentives","study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"},{"model":"gpt","categories":["metaresearch","research_integrity"],"domain":"methods","study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","research_integrity"],"category_scores_codex":[0.2246394,0.0003928764,0.003953063,0.0002858721,0.0007386959,0.00004023221,0.000620376,0.02889527,0.001529855],"category_scores_gemma":[0.2801484,0.0003182123,0.001006248,0.0003711063,0.002996243,0.0004112684,0.000235217,0.0965219,0.00008197885],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00017541,"about_ca_system_score_gemma":0.005874461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002394762,"about_ca_topic_score_gemma":0.0002029308,"domain_scores_codex":[0.9254272,0.06240931,0.01021608,0.0005637336,0.0004252938,0.0009583689],"domain_scores_gemma":[0.8619454,0.1160998,0.009297675,0.0004349467,0.001871697,0.01035047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002529627,0.001361099,0.7838175,0.00002501885,0.000562059,0.0003367316,0.0002596186,0.000006985997,0.0001566746,0.008841304,0.03048383,0.1716196],"study_design_scores_gemma":[0.006317563,0.002834391,0.5231856,0.00003078534,0.001177922,0.000166254,0.0001633823,0.0001568778,0.0001622336,0.01135056,0.4542131,0.0002413294],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9313841,0.0004114319,0.000199093,0.04730114,0.01599615,0.0005814406,0.0002169417,0.00005303252,0.003856657],"genre_scores_gemma":[0.9774585,0.0006341194,0.0008783289,0.004336885,0.01585468,0.00001970339,0.00002126771,0.00002917249,0.0007673723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4237293,"threshold_uncertainty_score":0.999927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8928417148709451,"score_gpt":0.7447858718868725,"score_spread":0.1480558429840726,"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."}}