{"id":"W4309013737","doi":"10.3390/curroncol29110680","title":"Utilization Trends of Novel Hormonal Agents in Metastatic Castration-Resistant Prostate Cancer in Quebec","year":2022,"lang":"en","type":"article","venue":"Current Oncology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; McGill University","funders":"","keywords":"Medicine; Enzalutamide; Abiraterone acetate; Prostate cancer; Tolerability; Taxane; Cohort; Internal medicine; Cabazitaxel; Oncology; Chemotherapy; Specialty; Retrospective cohort study; Cancer; Population; Androgen deprivation therapy; Breast cancer; Adverse effect; Family medicine; Androgen receptor","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":[0.0007794511,0.0002113372,0.0003093094,0.002017522,0.00128403,0.001152643,0.001004517,0.0004217098,0.003671637],"category_scores_gemma":[0.003001997,0.0002009842,0.0006722778,0.005277775,0.0004246882,0.0004910577,0.0005105673,0.0007389111,0.000237046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0337336,"about_ca_system_score_gemma":0.02505932,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9890721,"about_ca_topic_score_gemma":0.9930768,"domain_scores_codex":[0.999019,0.00008752891,0.0001030747,0.0002022374,0.000328465,0.0002595752],"domain_scores_gemma":[0.9948006,0.0003780957,0.00194369,0.0001185435,0.001930365,0.0008287312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005577029,0.0000255904,0.9910854,0.00008446865,0.00006866853,0.00005829535,0.000246194,0.0002272157,0.0001327219,0.0001265457,0.002582018,0.005307164],"study_design_scores_gemma":[0.000007885341,0.00002894125,0.995308,0.00009931251,0.00003202353,0.00008911193,0.0005069865,0.0005821039,0.00008572041,0.00001682524,0.003231655,0.00001144458],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9425364,0.00558466,0.0003699351,0.002067029,0.00004517674,0.000119989,0.04368073,0.00005347784,0.005542576],"genre_scores_gemma":[0.9888268,0.001928789,0.0003423959,0.0004335218,0.00002412688,0.00005373824,0.00708715,0.00001090518,0.001292475],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0337336,"threshold_uncertainty_score":0.2447556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2888061128264869,"score_gpt":0.4910539350213424,"score_spread":0.2022478221948555,"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."}}