{"id":"W2807696227","doi":"10.1093/pch/pxy061","title":"Exploring paediatric residents’ perceptions of competency in neonatal intensive care","year":2018,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women and Children’s Health Research Institute; University of Alberta","funders":"","keywords":"Medicine; Neonatal resuscitation; Competence (human resources); Neonatal intensive care unit; Intensive care; Family medicine; Resuscitation; Nursing; Pediatrics; Emergency medicine; Psychology; Intensive care medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0004435449,0.000216143,0.0005085787,0.001126123,0.0002765504,0.000009923206,0.000158301,0.0001172073,0.0001656569],"category_scores_gemma":[0.0006889967,0.000228168,0.0001287613,0.001798631,0.000117517,0.0001839398,0.00006533472,0.0005686017,0.0000994316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008334115,"about_ca_system_score_gemma":0.002042865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002856856,"about_ca_topic_score_gemma":0.0004856378,"domain_scores_codex":[0.9972157,0.0001724449,0.001025958,0.0004699141,0.0005578601,0.0005581295],"domain_scores_gemma":[0.9958306,0.000385325,0.0003652962,0.0005540015,0.002442311,0.0004224602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000630974,0.00003965447,0.9314805,0.0006675029,0.000007499719,0.000003805318,0.06273615,0.00004089588,0.00000150442,0.0002520851,0.0005707449,0.004136589],"study_design_scores_gemma":[0.001196425,0.0004929937,0.9288157,0.0002440739,0.00003078982,0.00001773228,0.06863798,0.0001141505,0.00001692989,0.00009032326,0.0001909972,0.0001519527],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.980062,0.007417621,0.0001237195,0.009296849,0.001546849,0.001018816,0.0000717087,0.00009032229,0.0003721096],"genre_scores_gemma":[0.9904913,0.002360942,0.001383927,0.002968967,0.002436096,0.00006915788,0.0002292223,0.0000466913,0.00001364582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01042935,"threshold_uncertainty_score":0.9304419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06185388543641178,"score_gpt":0.3495511328413805,"score_spread":0.2876972474049687,"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."}}