{"id":"W2885282690","doi":"10.1016/j.acap.2018.07.008","title":"Neonatal Intubation Competency Assessment Tool: Development and Validation","year":2018,"lang":"en","type":"article","venue":"Academic Pediatrics","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Checklist; Summative assessment; Formative assessment; Medicine; Intubation; Competency assessment; Psychology; Medical education; Surgery","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.0004391081,0.0001169108,0.0001336871,0.0002091676,0.0001692941,0.00001339538,0.00006370442,0.0002015569,0.0001160679],"category_scores_gemma":[0.0001839762,0.0001183756,0.00001745422,0.0003625925,0.00005000054,0.0001625925,0.00003481405,0.0003674075,0.00006426788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003146204,"about_ca_system_score_gemma":0.001126659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001493132,"about_ca_topic_score_gemma":7.221634e-7,"domain_scores_codex":[0.9986628,0.00004181733,0.0004512875,0.0002589699,0.0003867582,0.0001983588],"domain_scores_gemma":[0.9988822,0.0002347268,0.0001595714,0.0001606925,0.0004230941,0.0001396898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001575281,0.00001616761,0.9681843,0.0001039184,0.000005992229,6.718192e-7,0.002158375,0.000005892105,0.0000488136,0.0009962475,0.001388574,0.02707528],"study_design_scores_gemma":[0.0007826308,0.0002005278,0.9853685,0.00003930563,0.00006836794,0.00002112626,0.0008393318,0.001287923,0.0008346941,0.0007196272,0.009641994,0.0001959528],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921291,0.0002612048,0.00369008,0.002566888,0.0005434568,0.0003781894,0.000003734573,0.00009167839,0.0003356795],"genre_scores_gemma":[0.9801484,0.0001824462,0.01658923,0.0009694746,0.001644554,0.00003453666,0.0002466919,0.0000171576,0.0001674941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02687933,"threshold_uncertainty_score":0.4827219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03546959805512216,"score_gpt":0.3720490519979185,"score_spread":0.3365794539427963,"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."}}