{"id":"W2983448860","doi":"10.5489/cuaj.6346","title":"Balancing efficacy and financial toxicity in the management of metastatic castration-sensitive prostate cancer","year":2019,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Prostate cancer; Toxicity; Castration; Medicine; Oncology; Prostate; Internal medicine; Cancer; Hormone","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":[0.006353704,0.0003435527,0.0009015159,0.0008846721,0.0005853692,0.001680792,0.0005794637,0.0005433888,0.001160632],"category_scores_gemma":[0.01372975,0.0001506141,0.0009051597,0.0008249132,0.0008268467,0.0008437157,0.0007459369,0.001470519,0.0001409702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003769774,"about_ca_system_score_gemma":0.00319216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003570556,"about_ca_topic_score_gemma":0.01298311,"domain_scores_codex":[0.9956553,0.002569048,0.0003284267,0.00009278597,0.001086395,0.0002681107],"domain_scores_gemma":[0.9952768,0.002059614,0.001329232,0.00009688464,0.00042359,0.0008138887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01964254,0.001743681,0.1688707,0.001593768,0.002213118,0.0009847794,0.0004725111,0.03577999,0.00432575,0.01020941,0.008273428,0.7458904],"study_design_scores_gemma":[0.003086063,0.06258372,0.8020732,0.001640436,0.003208877,0.007253185,0.001452676,0.03630276,0.004075153,0.02891633,0.04917629,0.0002314008],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7853436,0.1373153,0.00657788,0.03755144,0.0006809225,0.0003388089,0.0003479539,0.00005468752,0.03178943],"genre_scores_gemma":[0.9910841,0.005717159,0.0010295,0.00095405,0.0005962938,0.00002483626,0.00006969117,0.000009907999,0.0005144432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006353704,"threshold_uncertainty_score":0.033602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01641364136681512,"score_gpt":0.2782134899128472,"score_spread":0.2617998485460321,"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."}}