{"id":"W3197160487","doi":"10.1097/pq9.0000000000000461","title":"Improving Compliance and Quality of Documentation of Cerebral Function Monitoring in a Neonatal Neurocritical Care Unit","year":2021,"lang":"en","type":"article","venue":"Pediatric Quality and Safety","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; McMaster University; Hospital for Sick Children","funders":"","keywords":"Documentation; Medicine; Psychological intervention; Quality management; Quality (philosophy); Patient safety; Workflow; Medical emergency; Health care; Nursing; Computer science; Operations management; Database; Engineering","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":[0.01435234,0.000333562,0.0003234303,0.0006968449,0.0004546307,0.0008739858,0.0009333569,0.0005138032,0.002003539],"category_scores_gemma":[0.08456526,0.000225906,0.0003701204,0.0005068944,0.0003344791,0.0007162467,0.00161221,0.0005894293,0.0003293316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001584029,"about_ca_system_score_gemma":0.005299052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002500048,"about_ca_topic_score_gemma":0.002801336,"domain_scores_codex":[0.9850271,0.01025994,0.001536416,0.0005260347,0.002009055,0.0006415466],"domain_scores_gemma":[0.9657854,0.01628037,0.008181687,0.002495722,0.005269145,0.001987682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008550375,0.004475827,0.5217495,0.0009162643,0.0001387422,0.0001650605,0.005913278,0.003503139,0.002672894,0.0002589264,0.002914238,0.4564371],"study_design_scores_gemma":[0.0002434406,0.007732876,0.9532418,0.001108123,0.0001512947,0.0004836983,0.002691453,0.01609657,0.01161992,0.0003946949,0.006131359,0.0001048606],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912451,0.0002884512,0.005194106,0.0009393613,0.00004600731,0.0002838457,0.00009735234,0.0001690436,0.001736831],"genre_scores_gemma":[0.988157,0.0002298563,0.01074916,0.0001234489,0.00001844632,0.0002713349,0.0001024443,0.00001301814,0.0003352124],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01435234,"threshold_uncertainty_score":0.0759033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.118851495295074,"score_gpt":0.4246132265336403,"score_spread":0.3057617312385663,"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."}}