{"id":"W3194278038","doi":"10.1186/s13012-021-01145-9","title":"How well do critical care audit and feedback interventions adhere to best practice? Development and application of the REFLECT-52 evaluation tool","year":2021,"lang":"en","type":"article","venue":"Implementation Science","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"Canadian Institutes of Health Research","keywords":"Psychological intervention; CLARITY; Medicine; Audit; Health care; Best practice; Intervention (counseling); Formative assessment; Health services research; Medical education; Nursing; Process management; Applied psychology; Public health; Psychology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.3039946,0.001725592,0.00311161,0.01196225,0.001632769,0.005008397,0.003823732,0.001959527,0.00212807],"category_scores_gemma":[0.4720221,0.001627536,0.005330476,0.006358591,0.001969601,0.005662004,0.00487541,0.001932879,0.0009152789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008273288,"about_ca_system_score_gemma":0.01526098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002732417,"about_ca_topic_score_gemma":0.005667298,"domain_scores_codex":[0.6056415,0.2430932,0.09738379,0.00948418,0.04070426,0.003692971],"domain_scores_gemma":[0.4287886,0.3445024,0.07412514,0.02841873,0.1211174,0.003047811],"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":[0.002146417,0.002639809,0.1437522,0.01093988,0.001641374,0.0002500929,0.02364684,0.004418094,0.002281993,0.004598669,0.02202187,0.7816628],"study_design_scores_gemma":[0.006163117,0.01616786,0.6917202,0.02304834,0.003598837,0.001819552,0.03750402,0.06674635,0.02878412,0.01397635,0.1086096,0.001861688],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.558692,0.003604158,0.2630174,0.008144477,0.001033763,0.1178373,0.007293418,0.005182586,0.035195],"genre_scores_gemma":[0.4095835,0.001201156,0.4598005,0.001066593,0.0001260756,0.1238626,0.002860415,0.000266142,0.001233106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3039946,"threshold_uncertainty_score":0.8582985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2329056509319502,"score_gpt":0.5535671641846105,"score_spread":0.3206615132526603,"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."}}