{"id":"W1916327143","doi":"10.5489/cuaj.769","title":"Ensuring quality for radical prostatectomies in Canada","year":2013,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia Hospital","funders":"","keywords":"Quality (philosophy); Philosophy; Epistemology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.006286994,0.0002646925,0.0005624268,0.002377812,0.009331623,0.006334835,0.003592653,0.002172113,0.00785496],"category_scores_gemma":[0.03467206,0.0007813598,0.0008755632,0.004329471,0.002615159,0.00134879,0.003508848,0.003591561,0.0003176935],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1735812,"about_ca_system_score_gemma":0.4927897,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.994127,"about_ca_topic_score_gemma":0.9976196,"domain_scores_codex":[0.9840549,0.001693157,0.0007567417,0.0006593624,0.006540882,0.006295004],"domain_scores_gemma":[0.8938833,0.00621437,0.007085293,0.001153335,0.03926647,0.05239723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004533566,0.0004480462,0.4109228,0.002078064,0.0004068403,0.001184915,0.008474169,0.003763232,0.001118163,0.02362808,0.3508445,0.1966779],"study_design_scores_gemma":[0.0001644136,0.0001977799,0.8766752,0.001390407,0.0001277242,0.0004021399,0.008238201,0.001863289,0.0004116705,0.002227956,0.1081331,0.0001680059],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3118047,0.02548745,0.002550059,0.54044,0.003195014,0.001220213,0.006462288,0.0003805684,0.1084597],"genre_scores_gemma":[0.9439455,0.007775631,0.003579189,0.03108047,0.0004876123,0.0001855921,0.001262146,0.0001284509,0.01155543],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1735812,"threshold_uncertainty_score":0.9585286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01956187385999012,"score_gpt":0.250219233029829,"score_spread":0.2306573591698389,"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."}}