{"id":"W4288181014","doi":"10.1159/000525673","title":"Epidemiology of Unconventional Histological Subtypes of Urethral Cancer","year":2022,"lang":"en","type":"article","venue":"Urologia Internationalis","topic":"Urinary and Genital Oncology Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Histology; Sarcoma; Cancer; Pathology; Internal medicine; Oncology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003903788,0.00007048724,0.0003352607,0.00009222631,0.00005010099,1.24801e-7,0.0001220953,0.00005409373,0.003875437],"category_scores_gemma":[0.0004609219,0.00005843925,0.0001439447,0.00008591237,0.00033926,0.00001894244,0.0001663023,0.000187829,0.000003397143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007570541,"about_ca_system_score_gemma":0.00006584538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001518442,"about_ca_topic_score_gemma":0.00001824001,"domain_scores_codex":[0.999056,0.0001592245,0.0003572249,0.0001585187,0.0001604006,0.0001086046],"domain_scores_gemma":[0.9990421,0.000469833,0.0002395915,0.0000867816,0.0001368298,0.00002486512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007553631,0.0003366014,0.9589053,0.00001796452,0.0002975332,0.00002342167,0.00007670556,0.0002566082,0.0002873518,0.03526899,0.003531397,0.0002427337],"study_design_scores_gemma":[0.0007433547,0.001936778,0.9751924,0.000004747038,0.0001008456,0.0001284803,0.00006750521,0.0001411779,0.0002740327,0.007675075,0.01367771,0.00005787785],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845521,0.003703505,0.00006822318,0.007745218,0.0004958329,0.0001079994,0.0001402092,0.00001557546,0.003171343],"genre_scores_gemma":[0.9961771,0.00003720608,0.0004705473,0.001194353,0.00006213606,0.00007733511,0.00006600643,0.000003752195,0.001911503],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02759391,"threshold_uncertainty_score":0.9970351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07645246371563008,"score_gpt":0.3695539619903602,"score_spread":0.2931014982747301,"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."}}