{"id":"W2995391509","doi":"","title":"Personal financial conflicts of interest among authors of cancer clinical trials and editorials: scope and relationship to study funding","year":2007,"lang":"en","type":"article","venue":"Cancer Research","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Ottawa","funders":"","keywords":"Conflict of interest; Clinical trial; Logistic regression; Medicine; Pharmaceutical industry; Family medicine; Internal medicine; Business; Finance; Pharmacology","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":["metaresearch"],"category_scores_codex":[0.198499,0.0005121077,0.00125954,0.01071677,0.001423413,0.00701928,0.001453869,0.001757575,0.01024172],"category_scores_gemma":[0.5915942,0.0007408088,0.0008343359,0.02074997,0.002724425,0.004268186,0.002641164,0.001498517,0.001405129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002186628,"about_ca_system_score_gemma":0.008959213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006443009,"about_ca_topic_score_gemma":0.001071582,"domain_scores_codex":[0.7341019,0.135797,0.07136241,0.008390116,0.04598862,0.004359968],"domain_scores_gemma":[0.07408965,0.6313674,0.2280744,0.01769134,0.03731475,0.01146243],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001417016,0.0001012702,0.8610098,0.006161375,0.001026972,0.001090685,0.002770801,0.0002852963,0.000464941,0.001948873,0.02324568,0.1004772],"study_design_scores_gemma":[0.0009463835,0.0007986143,0.8250728,0.01608199,0.001859032,0.008863293,0.006249674,0.002212534,0.001727972,0.006853864,0.1291179,0.0002160551],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5662832,0.2570304,0.008561983,0.07975222,0.008777258,0.003003179,0.01404816,0.0001772713,0.06236634],"genre_scores_gemma":[0.9562293,0.02254947,0.00602411,0.003769098,0.006573785,0.001129911,0.001325342,0.0000991466,0.002299741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9982424,"threshold_uncertainty_score":0.9883934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9491359451290349,"score_gpt":0.7745228724883092,"score_spread":0.1746130726407257,"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."}}