{"id":"W2238983210","doi":"10.1200/jco.2014.32.4_suppl.298","title":"Multi-institutional quality care initiative (QCI) to improve the care of patients with invasive bladder cancer (BlCa).","year":2014,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Mount Sinai Hospital; University of British Columbia","funders":"","keywords":"Medicine; Cisplatin; Regimen; Chemotherapy; Cystectomy; Multimodal therapy; Internal medicine; Chemotherapy regimen; Oncology; Cancer; Bladder 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03869817,0.0007579853,0.0007227458,0.002376976,0.001350952,0.00287121,0.002734407,0.0009345427,0.005161461],"category_scores_gemma":[0.04850977,0.0003911747,0.001414774,0.00490062,0.0008782223,0.001716387,0.007283124,0.001956237,0.0005675352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009125051,"about_ca_system_score_gemma":0.03674008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0274542,"about_ca_topic_score_gemma":0.04413591,"domain_scores_codex":[0.9777882,0.01182508,0.002326842,0.001245428,0.004897828,0.001916684],"domain_scores_gemma":[0.8907356,0.01147189,0.03796068,0.005043466,0.01983249,0.03495592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007387869,0.001682573,0.7303982,0.002044518,0.000520032,0.00004821692,0.0005395977,0.001950771,0.0005846727,0.001746842,0.06186945,0.1978763],"study_design_scores_gemma":[0.000926175,0.001945379,0.9635172,0.001770206,0.0002402148,0.00009100394,0.0007029377,0.003667538,0.0006467733,0.0005533886,0.02589325,0.00004590565],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5982993,0.03671819,0.03273629,0.1587324,0.004217225,0.02811435,0.0690959,0.002164282,0.06992215],"genre_scores_gemma":[0.8524811,0.006089581,0.0778328,0.01600817,0.0007709317,0.01353635,0.02928588,0.0002054339,0.003789737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03869817,"threshold_uncertainty_score":0.2046579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1148110753414144,"score_gpt":0.4649011020493007,"score_spread":0.3500900267078864,"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."}}