{"id":"W4387384039","doi":"10.48083/zdvm7715","title":"Genitourinary Malignancy in Canadian Indigenous Populations","year":2023,"lang":"fr","type":"article","venue":"Société Internationale d’Urologie Journal","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Genitourinary system; Indigenous; Malignancy; Medicine; Geography; Biology; Internal medicine; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001045698,0.0001391649,0.0003397402,0.001259053,0.002242783,0.0006658185,0.0008332788,0.0006045953,0.006230213],"category_scores_gemma":[0.00757069,0.0001550511,0.0002885267,0.002546477,0.0008965082,0.0004306068,0.0005453161,0.0005717752,0.0002752673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007670533,"about_ca_system_score_gemma":0.02297192,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.935316,"about_ca_topic_score_gemma":0.9548917,"domain_scores_codex":[0.9987664,0.0001416828,0.0001047591,0.00009903664,0.0005324151,0.0003556047],"domain_scores_gemma":[0.9958973,0.0008053649,0.0007748784,0.0002107518,0.001471958,0.0008396831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002125387,0.00008238998,0.9333748,0.001072959,0.0001139401,0.001047291,0.002664234,0.0001407291,0.0002115412,0.0009775932,0.026214,0.03388797],"study_design_scores_gemma":[0.00001505869,0.00006164927,0.9794018,0.000750683,0.0001011922,0.0006775669,0.006044922,0.0001223116,0.00006758003,0.0003023645,0.01242943,0.00002541982],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.889895,0.01684139,0.0003404799,0.02147261,0.0004860607,0.000325431,0.01732215,0.00003409993,0.05328273],"genre_scores_gemma":[0.9880569,0.005472442,0.0002033798,0.001608616,0.0001122868,0.00008877567,0.00124412,0.000007643856,0.003205932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06468397,"threshold_uncertainty_score":0.1301298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5795671084074743,"score_gpt":0.5921432900061067,"score_spread":0.01257618159863239,"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."}}