{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003079725,0.001210557,0.002070918,0.004420802,0.0003385265,0.001917752,0.001307212,0.001595341,0.004238618],"category_scores_gemma":[0.007389179,0.0003343018,0.001953497,0.00277957,0.0006921033,0.001406778,0.001220523,0.001913561,0.001070369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001235748,"about_ca_system_score_gemma":0.003154885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00517327,"about_ca_topic_score_gemma":0.009955025,"domain_scores_codex":[0.9986746,0.0005167847,0.0002213156,0.0001606125,0.0003671443,0.00005958252],"domain_scores_gemma":[0.9953127,0.003557856,0.0003665874,0.00008785931,0.000586095,0.00008877416],"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":[0.0001103451,0.00008227707,0.0003518811,0.0536009,0.0005140745,0.00005951234,0.000112425,0.0001572581,0.0001613353,0.001042229,0.009622463,0.9341853],"study_design_scores_gemma":[0.0002969175,0.000829144,0.01800046,0.1948219,0.004159569,0.002556861,0.0006121647,0.0006170783,0.001130245,0.006733224,0.7700725,0.0001700006],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001493861,0.9985476,0.0001420442,0.0002038292,0.0001416989,0.00001849665,0.00002166363,0.000005331397,0.0007699593],"genre_scores_gemma":[0.002902604,0.9952159,0.0008546089,0.0004308931,0.0001768933,0.00005802684,0.00005394411,0.000003762992,0.0003033548],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00517327,"threshold_uncertainty_score":0.01628733,"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."}}