{"id":"W2953016251","doi":"10.1186/s12913-019-4226-7","title":"Measurement without management: qualitative evaluation of a voluntary audit &amp; feedback intervention for primary care teams","year":2019,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; University of Toronto; Centre for Addiction and Mental Health; University of Calgary","funders":"Canadian Institutes of Health Research; University of Toronto; Ontario Ministry of Health and Long-Term Care","keywords":"Nursing research; Audit; Context (archaeology); Medicine; Health administration; Process management; Quality management; Nursing; Health informatics; Health services research; Data collection; Intervention (counseling); Resource (disambiguation); Medical education; Public health; Computer science; Operations management; Management system; Business","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1312764,0.001022476,0.001368466,0.001938954,0.00958189,0.005986544,0.004405023,0.002710077,0.002997136],"category_scores_gemma":[0.1712921,0.001007597,0.001227287,0.002359765,0.009612861,0.003108516,0.007533831,0.002868601,0.0004300815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02095931,"about_ca_system_score_gemma":0.04169929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01087414,"about_ca_topic_score_gemma":0.0206725,"domain_scores_codex":[0.8150952,0.1626756,0.004219175,0.003204074,0.008314497,0.006491468],"domain_scores_gemma":[0.7867249,0.1742713,0.009790323,0.005350172,0.01697782,0.006885555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006744345,0.001484876,0.005326824,0.006600766,0.00005838945,0.001041127,0.8640431,0.0004864125,0.002305295,0.00221189,0.003760618,0.1120063],"study_design_scores_gemma":[0.001013155,0.006357716,0.01754944,0.01085461,0.000212631,0.0006470982,0.9040301,0.001661611,0.004938656,0.003590699,0.04895317,0.0001910265],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9198614,0.001579309,0.0294236,0.008843107,0.0005781126,0.02411278,0.0008401844,0.0003323889,0.01442915],"genre_scores_gemma":[0.9310436,0.0009145095,0.03884606,0.002207293,0.00009809949,0.0240635,0.0002130883,0.0001120015,0.002501825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1312764,"threshold_uncertainty_score":0.6942641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6341017118358974,"score_gpt":0.709801143134314,"score_spread":0.07569943129841661,"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."}}