{"id":"W2471127766","doi":"10.1097/01.numa.0000484483.37102.90","title":"Making the case for graduate students and quality improvement","year":2016,"lang":"en","type":"article","venue":"Nursing Management","topic":"Disaster Response and Management","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Quality (philosophy); Quality management; Medical education; Psychology; Engineering management; Engineering; Operations management; Medicine; Philosophy; Epistemology","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":[],"consensus_categories":[],"category_scores_codex":[0.07484882,0.0009649231,0.001261789,0.002045153,0.01447419,0.02503856,0.005174175,0.02307754,0.05669497],"category_scores_gemma":[0.2374354,0.0008768503,0.001665611,0.001920009,0.01784652,0.02558856,0.02967451,0.0422286,0.01616032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008501627,"about_ca_system_score_gemma":0.06710015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005283017,"about_ca_topic_score_gemma":0.01313358,"domain_scores_codex":[0.9287953,0.02920752,0.003280079,0.004709271,0.02185124,0.01215661],"domain_scores_gemma":[0.6564294,0.04712831,0.01228639,0.01914093,0.0651202,0.1998947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003244901,0.0001233568,0.002094773,0.0001340287,0.00001687453,0.0002325705,0.001772185,0.00005892806,0.00007963976,0.01318588,0.9445775,0.03769189],"study_design_scores_gemma":[0.0001071711,0.000197733,0.00330849,0.001800991,0.00003318333,0.0004566596,0.01607564,0.0002433455,0.00028717,0.05514499,0.9222597,0.00008491968],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005036024,0.001064119,0.0005784511,0.9833108,0.007748826,0.00003125868,0.00001959924,0.00008453966,0.006658732],"genre_scores_gemma":[0.06979952,0.008866173,0.01046181,0.8272511,0.02084984,0.0005405879,0.0002893101,0.0005273048,0.06141433],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07484882,"threshold_uncertainty_score":0.3958431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.338756982640474,"score_gpt":0.5508334642129848,"score_spread":0.2120764815725108,"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."}}