{"id":"W2087264624","doi":"10.1016/j.juro.2011.02.580","title":"485 MULTI-INSTITUTIONAL QUALITY OF CARE INITIATIVE FOR NON-METASTATIC MUSCLE-INVASIVE TRANSITIONAL CELL CARCINOMA OF THE BLADDER: PHASE 1","year":2011,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Transitional cell carcinoma; Urology; Quality (philosophy); Transitional Cell; Oncology; Internal medicine; Bladder cancer; Cancer","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":[0.01208898,0.00058188,0.0007138246,0.001249976,0.001326611,0.003078555,0.00151193,0.001940208,0.03602816],"category_scores_gemma":[0.009309824,0.0003329586,0.00133395,0.001448248,0.0005273847,0.001490909,0.003336994,0.002313934,0.006950184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001985927,"about_ca_system_score_gemma":0.01119467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003530103,"about_ca_topic_score_gemma":0.01048541,"domain_scores_codex":[0.9956568,0.00160367,0.0002467025,0.0002270735,0.001583123,0.0006825551],"domain_scores_gemma":[0.9858609,0.001399582,0.001580624,0.0006139979,0.003610794,0.006934079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001884506,0.003036979,0.02526345,0.001394338,0.0002133957,0.00006273098,0.0001173171,0.0002381158,0.0005384752,0.00180381,0.6814212,0.2840257],"study_design_scores_gemma":[0.01118059,0.009284508,0.2130609,0.007301055,0.0004262469,0.0002967685,0.0007117892,0.0008305563,0.001673433,0.001203386,0.7538861,0.0001446238],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08123045,0.07640168,0.00573681,0.2190583,0.02332,0.06065915,0.06235516,0.001578371,0.46966],"genre_scores_gemma":[0.263104,0.09336074,0.05892045,0.1173614,0.02008563,0.06753629,0.1363969,0.001195954,0.2420387],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03602816,"threshold_uncertainty_score":0.1205261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08664399505231046,"score_gpt":0.3393103350942101,"score_spread":0.2526663400418996,"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."}}