{"id":"W4399553470","doi":"10.1080/14796694.2024.2343647","title":"Real-world clinical outcomes among patients with metastatic castration-sensitive prostate cancer initiating apalutamide","year":2024,"lang":"en","type":"article","venue":"Future Oncology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Group for Research in Decision Analysis","funders":"","keywords":"Medicine; Prostate cancer; Castration; Oncology; Internal medicine; Overall survival; Cancer; Hormone","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":[0.0003220441,0.0002222299,0.0005823937,0.0001849434,0.0001061309,0.00003880414,0.00005312274,0.0001046533,0.000154635],"category_scores_gemma":[0.00005091493,0.0001328865,0.0001199622,0.0004076682,0.0002474144,0.0001533012,0.0000373884,0.0005856085,0.00004061421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004811473,"about_ca_system_score_gemma":0.001079501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006008893,"about_ca_topic_score_gemma":0.004925802,"domain_scores_codex":[0.9981737,0.0002045891,0.0004377717,0.0004447963,0.0003329788,0.0004062105],"domain_scores_gemma":[0.9987871,0.0004508695,0.0001130315,0.0001788,0.0002635022,0.0002067204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009360173,0.000273043,0.9648642,0.0001391361,0.0009677124,0.001289766,0.001146911,0.000005951797,0.00001116789,0.000547915,0.002506553,0.02731163],"study_design_scores_gemma":[0.004012404,0.001504665,0.9819967,0.0002328226,0.0004750087,0.00001214124,0.0006113218,0.0001052731,0.0000567589,0.00006259147,0.01077675,0.0001536158],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9833647,0.0003190756,0.00001000337,0.004775687,0.001143213,0.001245978,0.0001267736,0.0001282005,0.008886357],"genre_scores_gemma":[0.9905838,0.000560632,0.001358188,0.0005707228,0.0007382995,0.0002445763,0.0003239136,0.00005007403,0.005569791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02715802,"threshold_uncertainty_score":0.5418953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04179467252351697,"score_gpt":0.4186372159170123,"score_spread":0.3768425433934953,"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."}}