{"id":"W4225678575","doi":"10.1097/ju.0000000000002574.05","title":"PD26-05 HOW LONG SHOULD WE FOLLOW LOW GRADE TA NON-MUSCLE INVASIVE BLADDER CANCER (NMIBC)? A LARGE RETROSPECTIVE SINGLE INSTITUTION ANALYSIS","year":2022,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Discontinuation; Medicine; Bladder cancer; General surgery; Classics; Cancer; Internal medicine; History","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003104785,0.000233111,0.0005994667,0.001006893,0.000663353,0.001395954,0.0006481005,0.0006421647,0.00597946],"category_scores_gemma":[0.01329182,0.0003915846,0.001415809,0.002758576,0.0003081661,0.001261281,0.0009690634,0.0009912669,0.001797098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009015008,"about_ca_system_score_gemma":0.001257993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004276107,"about_ca_topic_score_gemma":0.007255503,"domain_scores_codex":[0.9971584,0.0008725241,0.0005984607,0.000459572,0.000681904,0.0002290748],"domain_scores_gemma":[0.9855737,0.003351493,0.005988396,0.001601891,0.002237933,0.001246595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004115606,0.0001456567,0.8990202,0.001281398,0.002314701,0.0002805789,0.0001570551,0.0003267976,0.0004241879,0.000505229,0.04292209,0.04850658],"study_design_scores_gemma":[0.0006888819,0.001137148,0.9363838,0.00150369,0.002926598,0.001371649,0.0007750285,0.0007514936,0.0005743424,0.0004955014,0.05330946,0.00008234087],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8172282,0.03843654,0.00648829,0.008277971,0.001143131,0.0009715445,0.1048765,0.0001983768,0.02237937],"genre_scores_gemma":[0.9378004,0.006629022,0.002399277,0.002981683,0.0008179974,0.0006913682,0.04341687,0.0001460479,0.005117328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00597946,"threshold_uncertainty_score":0.02000326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03140950713989001,"score_gpt":0.2900274581099525,"score_spread":0.2586179509700625,"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."}}