{"id":"W3130698528","doi":"10.3389/fped.2020.594690","title":"Mindset Moderates Healthcare Providers' Longitudinal Performance in a Digital Neonatal Resuscitation Simulator","year":2021,"lang":"en","type":"article","venue":"Frontiers in Pediatrics","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Alexandra Hospital; University of Alberta","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research; University of Alberta; Canadian Federation of University Women; Children's Hospital Foundation; Stollery Children’s Hospital Foundation; Natural Sciences and Engineering Research Council of Canada; Women and Children's Health Research Institute; Children's Health Research Institute; Alberta Health Services; Alberta Innovates; Killam Trusts; Heart and Stroke Foundation of Canada","keywords":"Mindset; Neonatal resuscitation; Resuscitation; Medicine; Test (biology); Longitudinal study; Repeated measures design; Emergency medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001838617,0.0002091065,0.0001205043,0.000219753,0.0003897382,0.0007446074,0.0003533852,0.0003241659,0.002727735],"category_scores_gemma":[0.01035924,0.0002080673,0.0002373656,0.00008560203,0.0003503705,0.0003018334,0.001243749,0.000616264,0.0002204939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007575239,"about_ca_system_score_gemma":0.001658674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005584555,"about_ca_topic_score_gemma":0.01105161,"domain_scores_codex":[0.9992471,0.0002959417,0.00004326774,0.0000743015,0.0001998026,0.0001396519],"domain_scores_gemma":[0.9944002,0.002119854,0.001365923,0.0002872996,0.0003641515,0.001462539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007122523,0.005666112,0.940832,0.0001221397,0.0001075745,0.0001008207,0.006428858,0.001167913,0.006276904,0.0001042868,0.0005382968,0.0379427],"study_design_scores_gemma":[0.0000194931,0.001493692,0.9941877,0.0000344193,0.00001735704,0.00003264412,0.001787172,0.0009860786,0.0007911061,0.00005720028,0.0005818425,0.0000112555],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994381,0.00001182134,0.00006598351,0.00003593371,0.000002441708,0.00001850821,0.00001562324,0.00000384313,0.0004077712],"genre_scores_gemma":[0.9992319,0.00002482547,0.0003276277,0.00002498039,0.000001893718,0.00003169547,0.0000435913,0.000001374195,0.0003121148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005584555,"threshold_uncertainty_score":0.01110411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01971837201858865,"score_gpt":0.2962792991653126,"score_spread":0.2765609271467239,"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."}}