{"id":"W4247077423","doi":"10.5489/cuaj.763","title":"Cooperative Group Cancer Clinical Trials: An NCIC Clinical Trials Group Perspective","year":2013,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Queen's University","funders":"","keywords":"Clinical trial; Perspective (graphical); Group (periodic table); Medicine; Oncology; Internal medicine; Computer science; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1111175,0.002451754,0.006090434,0.003804762,0.003580736,0.01919704,0.008657157,0.0504105,0.00929666],"category_scores_gemma":[0.108886,0.001431733,0.003668763,0.006999751,0.006942303,0.009702418,0.00591863,0.03217527,0.003762916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02337016,"about_ca_system_score_gemma":0.07930786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03325901,"about_ca_topic_score_gemma":0.07536519,"domain_scores_codex":[0.9415193,0.03460652,0.004496481,0.002991224,0.01300333,0.003383195],"domain_scores_gemma":[0.825151,0.09000906,0.01303372,0.004196819,0.03985974,0.02774961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0005541531,0.0001775676,0.000742125,0.001148845,0.0003101504,0.0001732047,0.0001205955,0.0004989379,0.0002232798,0.02628047,0.9125105,0.05726026],"study_design_scores_gemma":[0.002616437,0.0004876555,0.001960005,0.00612572,0.0007334481,0.0003972168,0.0002718524,0.0006113542,0.0001714606,0.03712473,0.9493431,0.0001571514],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0002943944,0.06278905,0.0007822048,0.9160413,0.01215181,0.0001083694,0.0003521384,0.00005923019,0.007421526],"genre_scores_gemma":[0.009094874,0.08380337,0.005015173,0.8204238,0.07556,0.0005297399,0.0006455055,0.000125493,0.004802055],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1111175,"threshold_uncertainty_score":0.5876523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1115935215528444,"score_gpt":0.4199178444835869,"score_spread":0.3083243229307425,"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."}}