{"id":"W1968210231","doi":"10.5489/cuaj.2093","title":"First case of invasive squamous cell carcinoma in a stoma of a Monti ileovesicostomy","year":2014,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Urinary and Genital Oncology Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Cystectomy; Cystoscopy; Stoma (medicine); Carcinoma in situ; Urinary bladder; Malignancy; Abdomen; Radiology; Urinary diversion; Biopsy; Transitional cell carcinoma; Lesion; Bladder cancer; Surgery; Carcinoma; Urinary system; Cancer; Pathology; Internal medicine","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":[0.0004892581,0.0000980303,0.00038826,0.0002258703,0.0001026485,0.000004819881,0.00006757656,0.0001963184,0.0001008615],"category_scores_gemma":[0.001401834,0.0000825526,0.0001118553,0.0001981727,0.00006292381,0.0000469548,0.00001741213,0.0003704327,0.000006485989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003912041,"about_ca_system_score_gemma":0.0003121383,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003154555,"about_ca_topic_score_gemma":0.0242749,"domain_scores_codex":[0.9989015,0.0001649594,0.0003954216,0.0001186682,0.000133806,0.000285652],"domain_scores_gemma":[0.9985464,0.0005276878,0.0003369137,0.00008082258,0.0002133004,0.0002949334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001106391,0.0001658569,0.9943933,0.00002658778,0.00002632821,0.002286276,0.0006546935,0.00006320444,0.00009644256,0.00006374656,0.001839359,0.0002735652],"study_design_scores_gemma":[0.002172627,0.002354526,0.9896691,0.000009245186,0.0000846259,0.001827384,0.000406213,0.0001541244,0.0001768553,0.000343175,0.002721059,0.00008103011],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904044,0.0003058485,0.000004879367,0.005027894,0.00009632432,0.0001367054,0.00001879509,0.000003666535,0.004001509],"genre_scores_gemma":[0.9987789,0.00001169397,0.00009696664,0.00081302,0.0001033159,0.00000479457,0.000002189032,0.00000539733,0.0001836744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02112035,"threshold_uncertainty_score":0.9935296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01151354044457542,"score_gpt":0.2190496240989336,"score_spread":0.2075360836543582,"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."}}