{"id":"W4386252711","doi":"10.1097/coc.0000000000001039","title":"Geographic Disparities in Access to Cancer Clinical Trials in Canada","year":2023,"lang":"en","type":"article","venue":"American Journal of Clinical Oncology","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Clinical trial; Medicine; Cancer; Cancer registry; Bladder cancer; Demography; Internal medicine","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002941287,0.0001532583,0.0004321358,0.00259413,0.001762035,0.001728827,0.0007628367,0.0003392434,0.00442981],"category_scores_gemma":[0.01650945,0.0001765713,0.0005552243,0.007350775,0.001409096,0.000524131,0.001315352,0.0005250713,0.0001364206],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02093028,"about_ca_system_score_gemma":0.0537345,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9429194,"about_ca_topic_score_gemma":0.962137,"domain_scores_codex":[0.994663,0.001007812,0.0005736939,0.0006860411,0.001876097,0.001193374],"domain_scores_gemma":[0.9794526,0.005091832,0.007176749,0.0005485827,0.003836012,0.003894184],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00080267,0.00008691824,0.8899983,0.001453843,0.0006701665,0.000367454,0.003268993,0.001356366,0.0005434002,0.005838075,0.01095408,0.08465967],"study_design_scores_gemma":[0.00006802077,0.00007875256,0.9814181,0.0004808682,0.0001618631,0.0002358245,0.001798216,0.0003210319,0.0001326515,0.000587679,0.01468307,0.0000338907],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8880775,0.03623733,0.001229079,0.01726922,0.0001127932,0.000276173,0.01398525,0.0001015418,0.04271115],"genre_scores_gemma":[0.9922746,0.004396012,0.0004146097,0.0009639611,0.00003701576,0.00004965393,0.001027189,0.0000105781,0.0008263226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9970587,"threshold_uncertainty_score":0.1518605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8323996274990457,"score_gpt":0.763624699035733,"score_spread":0.06877492846331268,"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."}}