{"id":"W2030602247","doi":"10.1097/pat.0000000000000029","title":"Long term outcome of primary urothelial papilloma: a single institution cohort","year":2013,"lang":"en","type":"article","venue":"Pathology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Calgary Laboratory Services","funders":"","keywords":"Medicine; Papilloma; Cohort; Resection; Surgery; Internal medicine; Pathology","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":[0.0000718763,0.0001198171,0.0003581,0.00007487477,0.00003238485,0.000004798115,0.0000562494,0.0001071486,0.0004045028],"category_scores_gemma":[0.00003606319,0.00009449921,0.00008100449,0.00007317057,0.0001566585,0.00007039934,0.00003451176,0.00009504476,0.0002045744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000963649,"about_ca_system_score_gemma":0.00006739362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001369388,"about_ca_topic_score_gemma":0.00001027671,"domain_scores_codex":[0.9991513,0.0000376628,0.0002779737,0.0002083661,0.000131046,0.0001936007],"domain_scores_gemma":[0.9995096,0.00001817141,0.00007759091,0.0002468481,0.00007403324,0.00007370668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000736876,0.0003252874,0.923409,0.00007141611,0.000049157,0.0001364551,0.0001004439,2.568994e-7,0.06272144,0.00007199233,0.00009060989,0.01295025],"study_design_scores_gemma":[0.00181463,0.0005445255,0.9889016,0.00002407916,0.0001306275,0.000313961,0.000007300884,0.000001462447,0.007879968,0.00009681061,0.0002067561,0.00007824581],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9774808,0.0002735085,0.000430576,0.000244124,0.0003150545,0.0006611225,0.00001404839,0.00005019007,0.02053055],"genre_scores_gemma":[0.9976372,0.00003130149,0.000554274,0.0007106973,0.000127791,0.00009718555,0.00003405356,0.00001598407,0.0007914943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06549263,"threshold_uncertainty_score":0.4429021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02799879431454858,"score_gpt":0.2802919458284333,"score_spread":0.2522931515138847,"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."}}