{"id":"W2911882087","doi":"10.1097/xeb.0000000000000160","title":"Developing guideline-based quality indicators","year":2019,"lang":"en","type":"article","venue":"International Journal of Evidence-Based Healthcare","topic":"Pain Management and Opioid Use","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fleming College; University of Ottawa","funders":"","keywords":"Guideline; Quality (philosophy); Presentation (obstetrics); Medicine; Quality management; Process (computing); Test (biology); Quality assurance; Process management; Computer science; Operations management; Business; Engineering; External quality assessment; Pathology; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.3301743,0.002149018,0.003412503,0.02381813,0.002571909,0.01252654,0.005148719,0.003420652,0.001763032],"category_scores_gemma":[0.5234016,0.001274244,0.004407491,0.02019319,0.001821929,0.008009213,0.005907447,0.006442674,0.001121307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01323622,"about_ca_system_score_gemma":0.04954766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007359967,"about_ca_topic_score_gemma":0.008506197,"domain_scores_codex":[0.6207618,0.1836589,0.1250083,0.007398583,0.05947857,0.003693889],"domain_scores_gemma":[0.4280638,0.1921895,0.06863241,0.02131799,0.2828273,0.006968918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00034674,0.0009196402,0.07165135,0.02770086,0.001791412,0.0002677194,0.006540423,0.004911462,0.001794968,0.02416136,0.06666265,0.7932514],"study_design_scores_gemma":[0.002079664,0.004097549,0.129709,0.1632259,0.007182943,0.001302971,0.02389014,0.04093147,0.02267131,0.08770595,0.5160125,0.001190583],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.06290441,0.03761179,0.6374908,0.1111831,0.007683924,0.07560008,0.01200065,0.004144528,0.05138073],"genre_scores_gemma":[0.06187524,0.005822472,0.9045689,0.003447822,0.0003042378,0.01894335,0.004261067,0.000164636,0.0006123663],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.3301743,"threshold_uncertainty_score":0.8260143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2070265884555365,"score_gpt":0.466794628619616,"score_spread":0.2597680401640795,"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."}}