{"id":"W3099357888","doi":"10.1200/op.20.00501","title":"Clinical Trial Metrics: The Complexity of Conducting Clinical Trials in North American Cancer Centers","year":2020,"lang":"en","type":"article","venue":"JCO Oncology Practice","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute","keywords":"Accrual; Clinical trial; Medicine; Timeline; Family medicine; Cancer; Business; Accounting; Internal medicine; Statistics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2920312,0.0007156746,0.001297092,0.008106749,0.003103009,0.01308748,0.004260427,0.002098987,0.003428753],"category_scores_gemma":[0.5580378,0.001031148,0.001080123,0.01136007,0.00448384,0.01070487,0.006895539,0.003755458,0.0005882049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01926685,"about_ca_system_score_gemma":0.0467747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01549775,"about_ca_topic_score_gemma":0.02157833,"domain_scores_codex":[0.6199365,0.2856055,0.03916945,0.00984051,0.04050614,0.004941913],"domain_scores_gemma":[0.2437793,0.4994664,0.1445227,0.02712199,0.05502999,0.03007959],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005221366,0.0005375791,0.4884863,0.003304464,0.0006197694,0.0002721857,0.009940929,0.009949324,0.0004361236,0.0247355,0.06832726,0.3928683],"study_design_scores_gemma":[0.0004192426,0.002036138,0.7089661,0.009464439,0.0003765608,0.001546069,0.03328165,0.03203994,0.0009590794,0.07314243,0.1372184,0.0005500208],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5381911,0.0430884,0.08393309,0.2437963,0.001478381,0.007403841,0.006772478,0.001630248,0.0737061],"genre_scores_gemma":[0.9020898,0.008491503,0.07204768,0.009488426,0.0009311544,0.003559262,0.002256654,0.0002450093,0.0008905131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7079688,"threshold_uncertainty_score":0.8730516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9634128574383275,"score_gpt":0.7759477344564576,"score_spread":0.1874651229818699,"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."}}