{"id":"W4387195365","doi":"10.5489/cuaj.8476","title":"Case – Urothelial carcinoma recurrence presenting with painless cutaneous plaques and papules","year":2023,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; McGill University","funders":"","keywords":"Urothelial carcinoma; Medicine; Carcinoma; Pathology; Dermatology; Internal medicine; Cancer; Bladder cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0002623618,0.0001086535,0.0001946328,0.0001213048,0.0003138525,0.000101286,0.00003578469,0.0001000846,0.0001096061],"category_scores_gemma":[0.0002892955,0.00007689502,0.00004827412,0.0001790674,0.00003260437,0.00004934645,0.00001198301,0.0002761933,0.00001701975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005039145,"about_ca_system_score_gemma":0.000294713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00332857,"about_ca_topic_score_gemma":0.005602378,"domain_scores_codex":[0.998968,0.00008723425,0.0001726,0.0001779984,0.0002146654,0.000379486],"domain_scores_gemma":[0.9989215,0.0002221747,0.0001216034,0.0000657522,0.0001239783,0.0005450365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003464129,0.00001990335,0.9649432,0.00000674982,0.0000688426,0.02674691,0.0002255029,0.00001345659,0.000004717072,0.00005692214,0.003162074,0.00471705],"study_design_scores_gemma":[0.00125479,0.0006294189,0.9403987,0.00003202481,0.0001535724,0.03940575,0.0002738308,0.0004538746,0.00002962789,0.0003092499,0.01689837,0.0001608124],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880556,0.000198968,0.000003623656,0.01082977,0.0001113995,0.0001683364,0.00005259503,0.00003177993,0.0005478826],"genre_scores_gemma":[0.99834,0.0002094671,0.00006491374,0.000779236,0.0003313964,0.00001750805,0.00001327221,0.00001004299,0.0002342331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02454456,"threshold_uncertainty_score":0.5031824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02130781096946761,"score_gpt":0.2436605451037614,"score_spread":0.2223527341342938,"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."}}