{"id":"W2786142954","doi":"10.1055/s-0038-1627442","title":"Association of Resident Duty Hour Restrictions, Level of Trainee, and Number of Available Residents with Mortality in the Neonatal Intensive Care Unit","year":2018,"lang":"en","type":"article","venue":"American Journal of Perinatology","topic":"Hospital Admissions and Outcomes","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Children's Hospital; Université Laval; Centre hospitalier universitaire de Québec","funders":"","keywords":"Medicine; Confidence interval; Odds ratio; Neonatal intensive care unit; Retrospective cohort study; Pediatrics; Intensive care unit; Cohort study; Intensive care; Emergency medicine; Demography; Intensive care medicine; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001476125,0.0001618363,0.0002245718,0.0003760296,0.0002104671,0.0003526875,0.0005646438,0.0002775963,0.001339249],"category_scores_gemma":[0.007782112,0.0001414706,0.0004431549,0.0002856018,0.000266265,0.0003301348,0.0006338494,0.0004417729,0.0001292457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004166389,"about_ca_system_score_gemma":0.0005812207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005330496,"about_ca_topic_score_gemma":0.008459871,"domain_scores_codex":[0.9988025,0.0003869119,0.0001497928,0.0001582969,0.0003001511,0.0002022392],"domain_scores_gemma":[0.9949312,0.0008758287,0.002847474,0.0002549011,0.0003574936,0.0007331191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001181647,0.00004337678,0.9976446,0.000011493,0.00004576583,0.0000243201,0.00002936795,0.00005959423,0.0001020967,0.000005307104,0.00003854237,0.001877381],"study_design_scores_gemma":[0.000001850272,0.00009504893,0.9996322,0.000004663629,0.000007434251,0.00004602758,0.00006119831,0.00006246625,0.00003149363,0.000003506394,0.00005295287,0.000001154934],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992934,0.0002673472,0.00005482353,0.00005543962,0.000007245161,0.000003634673,0.00009143379,0.000001742566,0.000224814],"genre_scores_gemma":[0.9995165,0.0001088889,0.00009932277,0.00001660392,0.00001770761,0.000005274587,0.0001148093,0.000001342625,0.0001195028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005330496,"threshold_uncertainty_score":0.01059896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04444425147885503,"score_gpt":0.3383397635640525,"score_spread":0.2938955120851975,"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."}}