{"id":"W2331013251","doi":"10.1016/j.juro.2016.02.317","title":"MP46-19 CASTRATION-RESISTANT PROSTATE CANCER PATIENTS IN QUEBEC: MEDICATION USE IN THE LAST YEAR OF LIFE","year":2016,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Prostate Cancer Canada","funders":"","keywords":"Medicine; Prostate cancer; Cohort; Androgen deprivation therapy; Castration; Cancer; Oncology; Internal medicine; Cohort study; Gynecology","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":[0.0002683887,0.0003223354,0.0004991695,0.00122315,0.001726713,0.001007966,0.0007442523,0.0005581795,0.01271468],"category_scores_gemma":[0.001078528,0.0002347089,0.0007765756,0.002892982,0.0003180932,0.0007739021,0.0004573331,0.0008162277,0.000648384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00616231,"about_ca_system_score_gemma":0.00546418,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9687575,"about_ca_topic_score_gemma":0.982363,"domain_scores_codex":[0.9996388,0.00004270012,0.00003761364,0.00006889745,0.00007233556,0.0001396094],"domain_scores_gemma":[0.9988757,0.00008416543,0.0003193373,0.00002926972,0.0004006242,0.0002909755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001033803,0.00005080737,0.987501,0.00003846929,0.0001357036,0.0001068071,0.0002263691,0.000140571,0.0001498557,0.0001033019,0.005931131,0.005512577],"study_design_scores_gemma":[0.0000111231,0.00002072762,0.9978612,0.00003061708,0.00003748476,0.00005428179,0.0004620284,0.0002089211,0.00002578194,0.00001521116,0.001264154,0.000008521652],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9328899,0.001745962,0.0003257925,0.001072479,0.00007808395,0.0001041143,0.04954638,0.00005763301,0.01417958],"genre_scores_gemma":[0.9854134,0.0007608836,0.0001940952,0.0003447596,0.00002961714,0.00004255552,0.007406203,0.0000146329,0.005793744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03124249,"threshold_uncertainty_score":0.06285292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02841135604439674,"score_gpt":0.3145599480442104,"score_spread":0.2861485919998136,"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."}}