{"id":"W2511399695","doi":"10.1002/hpm.2376","title":"Tracer methodology: an appropriate tool for assessing compliance with accreditation standards?","year":2016,"lang":"en","type":"article","venue":"The International Journal of Health Planning and Management","topic":"Healthcare Quality and Management","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Accreditation; Strengths and weaknesses; Stakeholder; Quality (philosophy); Process management; Consistency (knowledge bases); Computer science; Business; Engineering management; Engineering; Medical education; Medicine; Psychology; Public relations; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01222263,0.0001073073,0.0002559226,0.0001380471,0.0005596649,0.00004031161,0.000297083,0.00004277198,0.00001716689],"category_scores_gemma":[0.0001974758,0.00005485131,0.00003328134,0.00005027616,0.0000523842,0.0003547631,0.00006957149,0.000207968,0.000001764792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003249972,"about_ca_system_score_gemma":0.0003413659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004701565,"about_ca_topic_score_gemma":0.00002032705,"domain_scores_codex":[0.9971335,0.001039584,0.0007768685,0.0001626443,0.0005823743,0.0003050646],"domain_scores_gemma":[0.9971152,0.001091208,0.0009729707,0.000136194,0.0005972378,0.00008718657],"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":[0.001992574,0.0001088838,0.004091115,0.001365592,0.0005739129,0.00003285784,0.01134813,0.0002060503,0.00007673798,0.05587349,0.02114473,0.9031859],"study_design_scores_gemma":[0.009948858,0.001746605,0.1069244,0.009946339,0.0001581048,0.00005233809,0.05897811,0.0005014355,0.00003141315,0.0287518,0.7825446,0.0004160037],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.089026,0.0003799713,0.8067029,0.1009509,0.001496549,0.0009813502,0.00003913807,0.00002927883,0.0003940061],"genre_scores_gemma":[0.8406767,0.0011872,0.1349967,0.02028058,0.001387197,0.0001963974,0.00002137155,0.00004386527,0.001210003],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9027699,"threshold_uncertainty_score":0.4304547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4444567341303408,"score_gpt":0.5897889005273439,"score_spread":0.1453321663970031,"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."}}