{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001302512,0.0001362064,0.0003360123,0.000148382,0.00005841849,0.00004026424,0.00001899808,0.00006626059,0.00004382822],"category_scores_gemma":[0.00002858749,0.00008372421,0.00006038928,0.0001467806,0.0001224676,0.00009851601,0.00002538657,0.0001325039,0.00004579857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008127265,"about_ca_system_score_gemma":0.0004292942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003367545,"about_ca_topic_score_gemma":0.00008887071,"domain_scores_codex":[0.9991597,0.00006091334,0.0001460986,0.0002599817,0.0001384411,0.0002348972],"domain_scores_gemma":[0.9994575,0.000224247,0.0000260165,0.00009358418,0.00008233438,0.0001162992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001773513,0.0008741649,0.02320411,0.0002727436,0.002038046,0.004049715,0.007487482,0.000002724698,0.005604094,0.002976066,0.008041512,0.9436758],"study_design_scores_gemma":[0.03225344,0.01956649,0.5372493,0.0003320196,0.002198819,0.0006743209,0.003021114,0.004111343,0.01277046,0.003284806,0.3840139,0.0005239616],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9371781,0.0108074,0.00001084171,0.04690872,0.0002559945,0.0009350531,0.00007192943,0.00009005777,0.003741953],"genre_scores_gemma":[0.9743192,0.008021559,0.000228011,0.0004984697,0.00006757602,0.0003371941,0.00008068584,0.00002093256,0.01642637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9431519,"threshold_uncertainty_score":0.3414174,"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."}}