{"id":"W3199482111","doi":"10.1016/j.clgc.2021.08.009","title":"Comparative Cardiovascular Safety of Novel Hormonal Agents in Metastatic Castration-Resistant Prostate Cancer Using Real-World Data","year":2021,"lang":"en","type":"article","venue":"Clinical Genitourinary Cancer","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; McGill University","funders":"Fonds de Recherche du Québec - Santé","keywords":"Medicine; Prostate cancer; Castration; Oncology; Hormone; Internal medicine; Hormonal therapy; Cancer","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008521727,0.0002617841,0.001263664,0.0001509812,0.00009332737,0.00002132438,0.000246749,0.00006583565,0.0002140262],"category_scores_gemma":[0.00008475453,0.0002193527,0.000335849,0.0009014088,0.0003918635,0.0001896863,0.000323103,0.0004840107,0.000003731137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004793771,"about_ca_system_score_gemma":0.003105632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0041211,"about_ca_topic_score_gemma":0.004105918,"domain_scores_codex":[0.996585,0.0003097773,0.00111834,0.0008109137,0.0007137496,0.0004622526],"domain_scores_gemma":[0.9977571,0.0002720761,0.0002518827,0.0009979815,0.000459435,0.000261459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02597424,0.008563667,0.8331399,0.001951849,0.01723895,0.009087508,0.0015592,0.02029179,0.03545009,0.00006292768,0.005450113,0.04122976],"study_design_scores_gemma":[0.0167563,0.000651651,0.9447523,0.00121195,0.001930435,0.00004712268,0.000795757,0.01385287,0.005536751,0.00002733641,0.01392881,0.0005087442],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9786587,0.01693414,0.00004590801,0.0006479641,0.0003850509,0.0009550247,0.001651315,0.00001753187,0.0007043919],"genre_scores_gemma":[0.9710714,0.02165947,0.004115313,0.0001371757,0.0004732727,0.0001194066,0.0006470314,0.00004152153,0.001735459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1116124,"threshold_uncertainty_score":0.8944942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4711515689813758,"score_gpt":0.5250952329655744,"score_spread":0.05394366398419859,"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."}}