{"id":"W2893595884","doi":"10.1200/jco.2018.36.30_suppl.16","title":"Quality of care during active surveillance in low-risk prostate cancer patients: A population-based approach.","year":2018,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; University of Toronto","funders":"","keywords":"Medicine; Population; Benchmarking; Prostate cancer; Health care; MEDLINE; Quality management; Cancer registry; Family medicine; Watchful waiting; Cancer; Intensive care medicine; Environmental health; Internal medicine; Operations management","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01203106,0.000355999,0.0009938912,0.01367449,0.001183414,0.002452378,0.001813039,0.000627883,0.0008456039],"category_scores_gemma":[0.0298518,0.0002601153,0.001725605,0.02051762,0.0007415593,0.002138153,0.002023474,0.0009694942,0.00007309693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02378839,"about_ca_system_score_gemma":0.02402137,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5066929,"about_ca_topic_score_gemma":0.5678031,"domain_scores_codex":[0.9942747,0.001465382,0.001174585,0.0006537557,0.001873682,0.0005578859],"domain_scores_gemma":[0.9829797,0.003384656,0.006565398,0.0003094158,0.005429755,0.001331095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008687033,0.00007614575,0.9767376,0.001115087,0.0003263877,0.00004112278,0.001380006,0.0001888573,0.00003587248,0.000220454,0.0007952796,0.01899645],"study_design_scores_gemma":[0.00002467056,0.0001707618,0.9946438,0.0004198505,0.0002293895,0.0000434853,0.002365236,0.0008445755,0.00005730428,0.0001412634,0.001034721,0.00002490252],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9488518,0.02355635,0.001787151,0.003610427,0.00005700616,0.001693266,0.01525768,0.00005696268,0.005129351],"genre_scores_gemma":[0.9927988,0.002298346,0.001787263,0.0001864015,0.00001811358,0.0004022346,0.002430137,0.000002753028,0.00007582505],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5066929,"threshold_uncertainty_score":0.9924245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2328897678498223,"score_gpt":0.5786830667521957,"score_spread":0.3457932989023734,"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."}}