{"id":"W3083310601","doi":"10.1016/j.eururo.2020.08.011","title":"Apalutamide and Overall Survival in Prostate Cancer","year":2020,"lang":"en","type":"article","venue":"European Urology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":290,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"Janssen Research and Development","keywords":"Medicine; Prostate; Prostate cancer; Oncology; Cancer; Urology; Gynecology; Internal medicine","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":[0.0001324496,0.00008762539,0.0001689995,0.00004411355,0.00002160738,0.000008010077,0.00004557958,0.00001763707,0.0001216052],"category_scores_gemma":[0.00005108428,0.00006828765,0.0000192804,0.00009041612,0.0000891412,0.00002815611,0.00007888416,0.0002020595,0.00007864277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002162233,"about_ca_system_score_gemma":0.00004837299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004893629,"about_ca_topic_score_gemma":0.00001883611,"domain_scores_codex":[0.9991541,0.0001554992,0.0001198903,0.0002445398,0.00008662314,0.0002393645],"domain_scores_gemma":[0.9996961,0.00003101058,0.00002071229,0.00008224224,0.00002057141,0.0001494123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00351365,0.0001052475,0.9504241,0.0001439221,0.0001031017,0.004530726,0.003546002,0.00004772767,0.01151669,0.0002973455,0.003271501,0.02249999],"study_design_scores_gemma":[0.006419871,0.001094419,0.8987105,0.00001673463,0.00003516029,0.00003451815,0.00005970936,0.0004558199,0.0002940404,0.0000571877,0.09269007,0.000131978],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9510084,0.002392284,0.000003692673,0.02851168,0.00007291042,0.0002502436,0.000009909929,0.0000398422,0.01771106],"genre_scores_gemma":[0.9934897,0.001302175,0.00002724777,0.003920394,0.0001533325,0.000008051903,0.00001258554,0.00002402757,0.001062468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08941857,"threshold_uncertainty_score":0.278469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03634293327442058,"score_gpt":0.3024633613023374,"score_spread":0.2661204280279169,"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."}}