{"id":"W4396769281","doi":"10.1001/jamaoncol.2024.0591","title":"Metastatic Hormone-Sensitive Prostate Cancer and Combination Treatment Outcomes","year":2024,"lang":"en","type":"article","venue":"JAMA Oncology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Prostate cancer; Oncology; Cancer; Prostate; Internal medicine; Hormone therapy; Gynecology; Breast cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.002446835,0.0004743978,0.001213334,0.0009106182,0.0002553645,0.001047245,0.0004475338,0.0004616094,0.004884525],"category_scores_gemma":[0.009382763,0.0001235646,0.002378659,0.002634701,0.0003237422,0.0008480452,0.000634033,0.001596026,0.0003912132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008656263,"about_ca_system_score_gemma":0.0005443181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001706625,"about_ca_topic_score_gemma":0.002073544,"domain_scores_codex":[0.9979911,0.0007822298,0.0002391591,0.0003245867,0.0005677951,0.00009513763],"domain_scores_gemma":[0.9910356,0.004231013,0.003453261,0.0002507424,0.0004838637,0.0005454429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01005889,0.0003138368,0.5937965,0.01308726,0.03525771,0.0005206364,0.0002490076,0.005153851,0.0004756434,0.001503506,0.01513178,0.3244514],"study_design_scores_gemma":[0.0008970925,0.002369649,0.9446977,0.002409572,0.01622295,0.003403006,0.0001653981,0.003265032,0.0003888478,0.005326943,0.02073064,0.0001231317],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.233588,0.730592,0.002426841,0.005452206,0.0004336031,0.0001690983,0.008206991,0.0001385773,0.01899266],"genre_scores_gemma":[0.934096,0.05854267,0.0007568352,0.0007114008,0.000572158,0.0001022545,0.004147855,0.00002981529,0.00104099],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004884525,"threshold_uncertainty_score":0.01634032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04183462439498874,"score_gpt":0.3974128393724129,"score_spread":0.3555782149774241,"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."}}