{"id":"W4379330376","doi":"10.1200/jco.2023.41.16_suppl.6521","title":"Curating clinical trials: Helping patients find hope by exploring clinical trial opportunities.","year":2023,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of Windsor","funders":"","keywords":"Medicine; Clinical trial; Referral; Patient recruitment; Family medicine; Alternative medicine; Disadvantage; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.1299063,0.0009656193,0.001983989,0.006186112,0.00252484,0.01900881,0.003809445,0.00885304,0.1416391],"category_scores_gemma":[0.3864983,0.00169683,0.001963242,0.007611127,0.00442322,0.01255247,0.01005862,0.01052698,0.09121482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004253391,"about_ca_system_score_gemma":0.02795658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008640531,"about_ca_topic_score_gemma":0.002960724,"domain_scores_codex":[0.8563586,0.111058,0.01099157,0.003611558,0.01550629,0.002474018],"domain_scores_gemma":[0.4223089,0.3593608,0.0420029,0.04232604,0.07172801,0.06227345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005997514,0.0001013779,0.001337729,0.001874527,0.00007045767,0.0001233201,0.0006249744,0.00009243167,0.0002524743,0.006559149,0.7788103,0.2095536],"study_design_scores_gemma":[0.000494658,0.000156856,0.002354905,0.003220195,0.00007644069,0.0003350172,0.0002881594,0.0003721596,0.0002226265,0.01482256,0.9776011,0.00005527502],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00455342,0.05557818,0.03506493,0.5968456,0.01488038,0.006255448,0.01120781,0.008982376,0.2666318],"genre_scores_gemma":[0.05636568,0.085008,0.1951218,0.3600413,0.0358192,0.02230774,0.01662115,0.01032605,0.2183891],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1416391,"threshold_uncertainty_score":0.6870185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9784761195624883,"score_gpt":0.770259507718971,"score_spread":0.2082166118435173,"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."}}