{"id":"W2968574478","doi":"10.3389/fped.2019.00356","title":"An Opportunity for Cognitive Task Analysis in Neonatal Resuscitation","year":2019,"lang":"en","type":"review","venue":"Frontiers in Pediatrics","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Alexandra Hospital; University of Alberta","funders":"Faculty of Medicine and Dentistry, University of Alberta; University of Alberta; Children's Hospital Foundation; Stollery Children’s Hospital Foundation; Women and Children's Health Research Institute; Children's Health Research Institute; Heart and Stroke Foundation of Canada","keywords":"Medicine; Neonatal resuscitation; Cognition; Resuscitation; Health professionals; Medical emergency; Psychomotor learning; Health care; Intervention (counseling); Task (project management); Nursing; Emergency medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002142068,0.0003156777,0.001699502,0.002746964,0.0001717252,0.000002267782,0.0003576702,0.0009386436,0.000040363],"category_scores_gemma":[0.00247198,0.0003053095,0.0003607173,0.003092763,0.00004872418,0.0002274923,0.00005289733,0.001217091,0.00004130472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006309312,"about_ca_system_score_gemma":0.002776732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005515671,"about_ca_topic_score_gemma":0.0002458857,"domain_scores_codex":[0.995677,0.001370364,0.001441814,0.000599178,0.0003551101,0.0005565157],"domain_scores_gemma":[0.9963335,0.001404171,0.001367873,0.0004133797,0.0002157717,0.0002653463],"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":[0.0001414619,0.0001888867,0.08850311,0.0314721,0.0002950296,0.00001106644,0.006332401,0.00007309586,1.982554e-9,0.00008748551,0.01965624,0.8532391],"study_design_scores_gemma":[0.001140158,0.00007890254,0.002440287,0.001942289,0.003462243,1.437653e-7,0.005032753,0.0005717368,2.362309e-9,0.0002430573,0.9846817,0.0004067842],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006286342,0.9020759,0.08662172,0.00005496375,0.004411064,0.004309427,0.001934881,0.00004017095,0.0004889933],"genre_scores_gemma":[0.0001623012,0.9826396,0.002071175,0.0001718418,0.0004265188,0.00100517,0.01292474,0.00004473962,0.0005539746],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9650254,"threshold_uncertainty_score":0.9999399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.146511198478171,"score_gpt":0.4782149445482717,"score_spread":0.3317037460701007,"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."}}