{"id":"W2791551839","doi":"10.5489/cuaj.5270","title":"Advancing Canadian Urological Association guidelines using GRADE","year":2018,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Association (psychology); Medicine; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.1397384,0.001120631,0.001610972,0.01636189,0.008081413,0.01806689,0.007837187,0.005984972,0.01475086],"category_scores_gemma":[0.5210913,0.001669958,0.00282798,0.01361869,0.003615309,0.007444503,0.01090855,0.01373755,0.003489156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05938087,"about_ca_system_score_gemma":0.4408229,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7247996,"about_ca_topic_score_gemma":0.856041,"domain_scores_codex":[0.7909946,0.06885866,0.0357514,0.004554152,0.08770144,0.0121397],"domain_scores_gemma":[0.3315667,0.09040648,0.01867522,0.0189826,0.5000026,0.04036645],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005896641,0.0004235651,0.01848547,0.001752231,0.0001999747,0.0002718542,0.007984252,0.00112,0.0002098713,0.03461579,0.6090928,0.3257853],"study_design_scores_gemma":[0.0002139211,0.000213382,0.02800266,0.01643098,0.0005657007,0.0002795256,0.009749506,0.003391079,0.0008994222,0.03482605,0.9049996,0.0004281273],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.01357407,0.009235606,0.04083422,0.6467668,0.01236398,0.005658921,0.005240699,0.002694215,0.2636315],"genre_scores_gemma":[0.2309015,0.01943391,0.5669131,0.1199894,0.00462464,0.00616696,0.009800639,0.001841009,0.04032896],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8602616,"threshold_uncertainty_score":0.7390164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1705927120860756,"score_gpt":0.4331003302742447,"score_spread":0.2625076181881691,"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."}}