{"id":"W1966858061","doi":"10.1016/j.humpath.2012.04.020","title":"Prognostic factors in T1 bladder urothelial carcinoma: the value of recording millimetric depth of invasion, diameter of invasive carcinoma, and muscularis mucosa invasion","year":2012,"lang":"en","type":"article","venue":"Human Pathology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":82,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; McGill University","funders":"","keywords":"Lymphovascular invasion; Concomitant; Muscularis mucosae; Medicine; Pathology; Carcinoma in situ; Carcinoma; Urology; Internal medicine; Metastasis; Cancer","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":[0.000431912,0.0002441844,0.0007104587,0.0005062888,0.00006301827,0.000003380153,0.000135999,0.0001926978,0.00007297022],"category_scores_gemma":[0.0004685932,0.0001639208,0.0001556073,0.0004203738,0.0003639882,0.00008888153,0.0001316548,0.0002289689,0.000002074094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005621435,"about_ca_system_score_gemma":0.0001261167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001647697,"about_ca_topic_score_gemma":0.0002672155,"domain_scores_codex":[0.9981225,0.0003424296,0.0006185616,0.0003072741,0.0002506883,0.0003586037],"domain_scores_gemma":[0.9985531,0.0004684933,0.0003171061,0.000426709,0.0001239464,0.0001106747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009933791,0.0003564767,0.9349151,0.0002350449,0.00007083983,0.00002991156,0.004740465,8.01544e-7,0.05872199,0.0001239549,0.00002854612,0.0006775216],"study_design_scores_gemma":[0.002249331,0.0009951722,0.8902206,0.00009603512,0.0003688251,0.00006850075,0.0006950609,0.000003342072,0.1049869,0.0001916219,0.000009338424,0.000115316],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962497,0.002166747,0.00004816084,0.0000388496,0.0001677967,0.0009235481,0.00003373574,0.000008943657,0.0003625622],"genre_scores_gemma":[0.9992832,0.0001017763,0.0003270146,0.00007795813,0.00007483001,0.00004477612,0.00002842402,0.0000355894,0.00002643288],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0462649,"threshold_uncertainty_score":0.6684496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03896808478487069,"score_gpt":0.2793575192847287,"score_spread":0.240389434499858,"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."}}