{"id":"W3122011668","doi":"10.48083/qvxe4949","title":"Use of Urology-Based Clinical Practice Guidelines in International Settings","year":2021,"lang":"en","type":"article","venue":"Société Internationale d’Urologie Journal","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Clinical Practice; Context (archaeology); Medicine; Medical education; Family medicine; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02787199,0.0001982394,0.0004207996,0.003464886,0.0009868132,0.002537068,0.001037495,0.0007190158,0.003143767],"category_scores_gemma":[0.1044844,0.0002665915,0.0003784953,0.005234361,0.001439111,0.001819353,0.003724792,0.0009660973,0.0002335076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002056635,"about_ca_system_score_gemma":0.007519575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004965427,"about_ca_topic_score_gemma":0.00901832,"domain_scores_codex":[0.9479746,0.03420778,0.006549972,0.002787554,0.006992052,0.00148796],"domain_scores_gemma":[0.8982624,0.04476153,0.0348912,0.003006279,0.01192482,0.007153721],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008279185,0.0002785019,0.7158442,0.002542973,0.0001717149,0.0006535542,0.03576211,0.000439473,0.0005929461,0.002832544,0.005492535,0.2353067],"study_design_scores_gemma":[0.00008277703,0.0004836729,0.8523226,0.008432643,0.0001556625,0.002415194,0.06792675,0.001027321,0.0006352409,0.002705372,0.063697,0.0001157929],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9044104,0.0166576,0.00577129,0.01949295,0.00037261,0.0008179643,0.001449469,0.0001358221,0.05089198],"genre_scores_gemma":[0.9883229,0.003079838,0.006047655,0.00152802,0.00004708371,0.0002098614,0.0002956727,0.00001951431,0.0004495258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.972128,"threshold_uncertainty_score":0.1474029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4633469220254815,"score_gpt":0.5889314185197219,"score_spread":0.1255844964942404,"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."}}