{"id":"W1506111567","doi":"10.1007/s12630-012-9855-9","title":"Review article: The role of practice guidelines and evidence-based medicine in perioperative patient safety","year":2012,"lang":"en","type":"review","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Guideline; Autonomy; Medicine; Patient safety; Specialty; Evidence-based medicine; MEDLINE; Quality (philosophy); Intensive care medicine; Nursing; Health care; Alternative medicine; Family medicine; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01252093,0.0005908826,0.003006684,0.0008555739,0.0002588227,0.00007294471,0.0005138188,0.0003053458,0.0003663604],"category_scores_gemma":[0.03480688,0.000356086,0.0005332311,0.001035498,0.0005077695,0.0008872666,0.00002014686,0.002105986,0.000007042793],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001315259,"about_ca_system_score_gemma":0.01740336,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01648996,"about_ca_topic_score_gemma":0.008926855,"domain_scores_codex":[0.9902464,0.001669548,0.006116737,0.0003089966,0.0009141304,0.0007442162],"domain_scores_gemma":[0.9834204,0.003559551,0.005710315,0.0005265182,0.004596265,0.002186968],"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":[0.0001880779,0.00005421856,0.0002483837,0.005697941,0.0002521741,0.04447684,0.0008727406,0.0000115736,9.262894e-7,0.00007757857,0.003368161,0.9447514],"study_design_scores_gemma":[0.0004182459,0.0008127285,0.0000739185,0.07589829,0.003054085,0.4175715,0.001093876,0.000006528493,5.308531e-7,0.00001082236,0.5008965,0.000163009],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006240371,0.9392012,0.000004567502,0.05877153,0.0002105943,0.001080285,0.00000725989,0.000002876878,0.00009761308],"genre_scores_gemma":[0.001968895,0.9920836,0.001005022,0.003771041,0.001045772,0.00001482161,0.00001255808,0.00007455589,0.00002373036],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9445884,"threshold_uncertainty_score":0.9998891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.17134809637159,"score_gpt":0.4262163175771431,"score_spread":0.2548682212055531,"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."}}