{"id":"W1836068834","doi":"10.5489/cuaj.3041","title":"The utility of provincial AS guidelines","year":2015,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Trillium Health Centre","funders":"","keywords":"Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.109229,0.0004017333,0.0009321559,0.00640964,0.004436368,0.01304302,0.004050101,0.003671736,0.007912149],"category_scores_gemma":[0.5258821,0.0008245977,0.0009338897,0.009753709,0.004923709,0.005706849,0.005883099,0.005584619,0.0006913632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05373344,"about_ca_system_score_gemma":0.2367259,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5961064,"about_ca_topic_score_gemma":0.7018348,"domain_scores_codex":[0.8010984,0.1285321,0.01048814,0.004591556,0.04657719,0.008712595],"domain_scores_gemma":[0.4083101,0.3008876,0.03120819,0.02963511,0.1987167,0.03124209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005107862,0.0006400359,0.1736989,0.001821948,0.0003548991,0.0004728672,0.01713558,0.005005713,0.0002171115,0.1774716,0.180031,0.4426395],"study_design_scores_gemma":[0.001036384,0.0009654898,0.3103786,0.0188484,0.001140857,0.0008049416,0.02996445,0.03237086,0.001694274,0.1790035,0.4232724,0.0005198834],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1292692,0.01185501,0.009134454,0.6168786,0.002685993,0.0007202696,0.00293788,0.0004050931,0.2261134],"genre_scores_gemma":[0.9480459,0.003953505,0.01876953,0.02221975,0.000407404,0.0003419019,0.0007512024,0.0001233541,0.005387351],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5961064,"threshold_uncertainty_score":0.8125445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2589994580644774,"score_gpt":0.4496154460842794,"score_spread":0.1906159880198021,"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."}}