{"id":"W4409053027","doi":"10.1080/14767058.2025.2483422","title":"Time of day/unit busyness at birth and perinatal hypoxia and or moderate to severe hypoxic ischemic encephalopathy a cohort study","year":2025,"lang":"en","type":"article","venue":"The Journal of Maternal-Fetal & Neonatal Medicine","topic":"Neonatal and fetal brain pathology","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Alberta; University of Calgary","funders":"Calgary Health Foundation; University of Alberta","keywords":"Hypoxia (environmental); Medicine; Hypoxic Ischemic Encephalopathy; Cohort; Encephalopathy; Cohort study; Pediatrics; Internal 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007428437,0.0003843276,0.0003016007,0.0006199196,0.0006524828,0.0007047783,0.0006455945,0.0003771242,0.001373056],"category_scores_gemma":[0.001390968,0.0003870907,0.0006981582,0.0008928078,0.0003393348,0.0002191786,0.0004242765,0.0005017168,0.00009156497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008892353,"about_ca_system_score_gemma":0.001396462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.193373,"about_ca_topic_score_gemma":0.18713,"domain_scores_codex":[0.9994835,0.0001107733,0.00002909544,0.0001519099,0.0000965033,0.0001282639],"domain_scores_gemma":[0.9988683,0.00009653169,0.0004277353,0.0001376183,0.000142136,0.0003276459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000188586,0.00001775044,0.9988571,0.000008200977,0.0001922903,0.0000564119,0.00005084759,0.00002022957,0.0001642796,0.0000154641,0.0000784189,0.0003503538],"study_design_scores_gemma":[0.000009973552,0.00006836993,0.9994449,0.000008410885,0.00006917631,0.0001036667,0.0000930949,0.00007492015,0.00002167699,0.000009529689,0.00009353594,0.000002795116],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987984,0.0003316952,0.00008097699,0.00002549118,0.000007152763,0.00001139382,0.0005362532,0.000002563393,0.000206147],"genre_scores_gemma":[0.9990385,0.0001557607,0.00009507521,0.000018433,0.000007041561,0.00001003949,0.0004191477,0.000002071125,0.0002539756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.193373,"threshold_uncertainty_score":0.384495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01000405616710423,"score_gpt":0.2604420476293711,"score_spread":0.2504379914622669,"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."}}