{"id":"W3209447108","doi":"10.1093/pch/pxab061.052","title":"67 Are NICUs too busy?","year":2021,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre hospitalier universitaire de Québec; Centre Hospitalier Universitaire Sainte-Justine; Université de Sherbrooke; Université de Montréal; Université Laval; McGill University","funders":"","keywords":"Medicine; Retinopathy of prematurity; Necrotizing enterocolitis; Bronchopulmonary dysplasia; Gestational age; Pediatrics; Neonatal intensive care unit; Odds ratio; Confounding; Sepsis; Retrospective cohort study; Emergency medicine; Pregnancy; Internal 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006676004,0.0002078982,0.0003889251,0.0008986904,0.0009159649,0.001300995,0.001056454,0.0005258642,0.00629251],"category_scores_gemma":[0.003833769,0.0002262809,0.0003969892,0.002412082,0.0004562356,0.0004652638,0.0007313127,0.0006249913,0.0004923505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005746189,"about_ca_system_score_gemma":0.005307977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3045258,"about_ca_topic_score_gemma":0.3937507,"domain_scores_codex":[0.9982983,0.0002997545,0.000155309,0.0002592101,0.0003601358,0.0006272841],"domain_scores_gemma":[0.9976451,0.000225018,0.001282871,0.00007475508,0.0003068991,0.0004653076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003579223,0.00002177066,0.9908431,0.00005866442,0.00003108284,0.0002033463,0.0004230568,0.00002958865,0.00004078898,0.0001278609,0.002714094,0.005470895],"study_design_scores_gemma":[0.000003028798,0.00002463503,0.9953657,0.0001606589,0.00001590355,0.0001912994,0.002066084,0.00007226523,0.00002020877,0.00005512885,0.002020338,0.000004694799],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.9775849,0.004090409,0.0001722055,0.002780073,0.000171438,0.00008709192,0.00587346,0.00002109809,0.009219239],"genre_scores_gemma":[0.995481,0.001301207,0.00008977429,0.0008133122,0.0001206123,0.0000759633,0.001141813,0.000007526256,0.0009688358],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.3045258,"threshold_uncertainty_score":0.6055065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01721524491238105,"score_gpt":0.2957528913556895,"score_spread":0.2785376464433085,"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."}}