{"id":"W2559703088","doi":"10.4300/jgme-d-16-00558.1","title":"The SQUIRE Guidelines: A Scholarly Approach to Quality Improvement","year":2016,"lang":"en","type":"article","venue":"Journal of Graduate Medical Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill-Queen's University Press","funders":"","keywords":"Squire; Accreditation; Excellence; Quality management; Health care; Quality (philosophy); Graduate medical education; Medical education; Work (physics); Medicine; Public relations; Political science; Business; Law","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":["metaresearch"],"category_scores_codex":[0.2456959,0.002345648,0.002179185,0.01609574,0.00537742,0.0185531,0.0114942,0.0140491,0.004948627],"category_scores_gemma":[0.3294756,0.001520852,0.003205148,0.01596054,0.01531044,0.01271746,0.01754773,0.02329446,0.004785322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01644514,"about_ca_system_score_gemma":0.1087885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0152859,"about_ca_topic_score_gemma":0.02078194,"domain_scores_codex":[0.5624694,0.2379302,0.07865836,0.008190728,0.1083478,0.004403571],"domain_scores_gemma":[0.5829616,0.1490207,0.02990625,0.01901059,0.2053224,0.01377847],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004790652,0.0002006105,0.001411029,0.005614043,0.0001197612,0.0002278136,0.007502808,0.00108427,0.0003896069,0.1385227,0.5876643,0.2572151],"study_design_scores_gemma":[0.00004311523,0.0001427213,0.001162736,0.0203562,0.00005939414,0.0002595313,0.002597332,0.001228522,0.0004235668,0.06723881,0.9063784,0.0001095746],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.001244175,0.06563447,0.1604556,0.6711624,0.0315116,0.004772097,0.001223763,0.002003702,0.06199218],"genre_scores_gemma":[0.03096873,0.09944991,0.6600459,0.144886,0.01786588,0.01324493,0.004599968,0.001533769,0.0274049],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7543042,"threshold_uncertainty_score":0.9301913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1053591341226053,"score_gpt":0.4419623995002803,"score_spread":0.336603265377675,"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."}}