{"id":"W4389098938","doi":"10.1111/iju.15346","title":"Differences in overall survival of penile cancer patients versus population‐based controls","year":2023,"lang":"en","type":"article","venue":"International Journal of Urology","topic":"Genital Health and Disease","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Stage (stratigraphy); Cumulative incidence; Incidence (geometry); Population; Epidemiology; Internal medicine; Gynecology; Surgery; Cohort","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":[0.0001209335,0.00005311082,0.0002034369,0.0003004597,0.000008137453,0.000003256129,0.0001042393,0.00004241265,0.0002114844],"category_scores_gemma":[0.0003480115,0.00004366212,0.00007217866,0.00007795424,0.00002029218,0.00004693302,0.00001509154,0.0001052585,0.000007206937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006111863,"about_ca_system_score_gemma":0.0001949457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002504264,"about_ca_topic_score_gemma":0.0001101421,"domain_scores_codex":[0.9990329,0.0000481133,0.0003851588,0.00006268724,0.0003587507,0.0001123549],"domain_scores_gemma":[0.999045,0.00021571,0.0002354429,0.0000394339,0.0003685795,0.00009579096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006646278,0.000196779,0.9918302,0.00001565158,0.00002547473,0.00005625891,0.00003342864,0.0002234299,0.00007946882,0.0001281296,0.0001822088,0.0005827074],"study_design_scores_gemma":[0.008772772,0.0006430755,0.9892451,0.000009526265,0.00002829343,0.000002643596,0.00001043421,0.000830261,0.00001458932,0.0002679547,0.0001464156,0.00002890238],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954034,0.0001149633,0.000007748765,0.002365221,0.001801508,0.00007043936,0.00004097697,0.000004241257,0.0001914653],"genre_scores_gemma":[0.9993127,0.00001083684,0.00001707852,0.0004121625,0.0001655398,0.000003331956,0.00003648947,0.0000044481,0.00003743874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003909238,"threshold_uncertainty_score":0.2315606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03938904599037438,"score_gpt":0.3575833870788652,"score_spread":0.3181943410884908,"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."}}