{"id":"W4390127158","doi":"10.1016/j.jval.2023.09.132","title":"CO60 Predicting Treatment Effects from Surrogate Endpoints in First-Line (1L) Metastatic Castration-Resistant Prostate Cancer (MCRPC)","year":2023,"lang":"en","type":"article","venue":"Value in Health","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"EVERSANA (Canada)","funders":"","keywords":"Prostate cancer; Medicine; Oncology; Internal medicine; Surrogate endpoint; 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":[0.002283065,0.000444791,0.0008689719,0.000541701,0.0001629852,0.001179654,0.0002685904,0.0004301544,0.002225584],"category_scores_gemma":[0.007839787,0.0001220652,0.0008630842,0.0005309535,0.0002317143,0.0003605419,0.0004856014,0.0008549597,0.0004219394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006771936,"about_ca_system_score_gemma":0.000564967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001495921,"about_ca_topic_score_gemma":0.002179275,"domain_scores_codex":[0.9989002,0.0005708638,0.00004932968,0.0001316738,0.0002463922,0.0001016407],"domain_scores_gemma":[0.9955235,0.002764159,0.0008967078,0.0001994936,0.0002822437,0.0003340025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0330339,0.002401974,0.5955663,0.0009269779,0.002135814,0.0002092442,0.0001668314,0.04317212,0.01163007,0.00203111,0.00673676,0.3019888],"study_design_scores_gemma":[0.001327119,0.02767167,0.7437772,0.0004072879,0.001669249,0.0009151254,0.000192267,0.1891204,0.0167107,0.006598288,0.01148234,0.0001284663],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832225,0.005632935,0.003427709,0.0005392978,0.0001107153,0.00008154418,0.002648966,0.0000860673,0.0042501],"genre_scores_gemma":[0.9963451,0.00060706,0.001046068,0.0001010791,0.00004747879,0.00003025921,0.001294007,0.00001267216,0.0005162317],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002283065,"threshold_uncertainty_score":0.01207417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09172677733241291,"score_gpt":0.3858182695491741,"score_spread":0.2940914922167612,"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."}}