{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002306752,0.000195057,0.0003373465,0.0006059943,0.00008804227,0.00007146939,0.0000875999,0.0002091521,0.0000188866],"category_scores_gemma":[0.0006343498,0.0002224374,0.00006171451,0.001446987,0.00004664204,0.0005232462,0.00003193362,0.0004634613,0.00001198117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007920164,"about_ca_system_score_gemma":0.001911539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007038444,"about_ca_topic_score_gemma":0.00005633291,"domain_scores_codex":[0.9979028,0.00005291161,0.0006334864,0.0005005461,0.0004701384,0.0004401447],"domain_scores_gemma":[0.9985017,0.0002352463,0.0001352718,0.0003354324,0.000584655,0.0002076773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002277955,0.0001148627,0.9805267,0.0006202824,0.000006189698,0.00008051813,0.002422953,0.009520911,5.247402e-7,0.00002283441,0.00206294,0.004393533],"study_design_scores_gemma":[0.00217945,0.0001432897,0.9020798,0.0001521651,0.0000247917,0.00002302499,0.004961488,0.08920097,0.00004821937,0.0005609428,0.0003615096,0.0002643177],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988653,0.0035778,0.001589708,0.003751614,0.001661421,0.0005881956,0.00005644612,0.00004868631,0.00007313349],"genre_scores_gemma":[0.9918264,0.0001780246,0.0062401,0.0003505082,0.0004573257,0.00005735409,0.0006694103,0.00003316925,0.0001876773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07968006,"threshold_uncertainty_score":0.9070732,"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."}}