{"id":"W4382502225","doi":"10.1002/cncr.34919","title":"Allocation of authorship and patient enrollment among global clinical trials in oncology","year":2023,"lang":"en","type":"article","venue":"Cancer","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; Queen's University","funders":"Daiichi Sankyo Europe; Seagen; Janssen Biotech; National Institute for Health and Care Research; Gilead Sciences","keywords":"Medicine; Randomized controlled trial; Clinical trial; Family medicine; Internal medicine; Clinical Oncology; 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":["metaresearch"],"category_scores_codex":[0.3340335,0.0007102313,0.00212963,0.006906477,0.001583086,0.005918255,0.002184275,0.002044587,0.005097861],"category_scores_gemma":[0.5840305,0.0008606665,0.002287764,0.01052345,0.005389591,0.006492008,0.007431221,0.002284787,0.000759278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003474256,"about_ca_system_score_gemma":0.006023476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005793342,"about_ca_topic_score_gemma":0.0008028655,"domain_scores_codex":[0.4508342,0.4368401,0.06361861,0.01658097,0.02804933,0.00407682],"domain_scores_gemma":[0.1972993,0.45514,0.2894456,0.03741341,0.01569228,0.005009471],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00303083,0.0002172187,0.9006338,0.005359029,0.003563743,0.0001649889,0.0053488,0.0009757525,0.0002718949,0.005645782,0.00376386,0.07102441],"study_design_scores_gemma":[0.003078173,0.002794025,0.8926225,0.01535,0.0048779,0.001922472,0.007288609,0.002849118,0.001555789,0.04141109,0.02593942,0.0003109825],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8583544,0.06320791,0.02384669,0.02627653,0.0009804625,0.003996034,0.005936983,0.0002091349,0.0171918],"genre_scores_gemma":[0.9842377,0.003372323,0.006022316,0.002679589,0.0004097362,0.002088,0.0007905242,0.00006777809,0.000332024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9979554,"threshold_uncertainty_score":0.8212553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.829427736602368,"score_gpt":0.7399378245357576,"score_spread":0.08948991206661039,"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."}}