{"id":"W2405007968","doi":"10.1136/ebm1158","title":"Daytime births are associated with better perinatal outcomes in secondary and tertiary hospitals","year":2011,"lang":"en","type":"letter","venue":"Evidence-Based Medicine","topic":"Hospital Admissions and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Staffing; Medicine; Evening; Tertiary care; Neonatal intensive care unit; Tertiary level; Pediatrics; Obstetrics and gynaecology; Obstetrics; Pregnancy; Family medicine; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"editorial","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"medium","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006899801,0.0009735748,0.002328819,0.0008626848,0.0001086183,0.00003275558,0.0003427273,0.0009939761,0.003041159],"category_scores_gemma":[0.002375591,0.0005865659,0.0002179718,0.0004507867,0.000730041,0.0003461847,0.000128425,0.003172412,0.00005249145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002914751,"about_ca_system_score_gemma":0.0006161182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003396637,"about_ca_topic_score_gemma":0.00004751387,"domain_scores_codex":[0.9957232,0.0002113387,0.0009674124,0.001086454,0.001116418,0.0008951398],"domain_scores_gemma":[0.996457,0.001340289,0.0005675462,0.0009331369,0.0002359138,0.0004660524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001549722,0.0000925566,0.7227851,0.000968876,0.0002587939,0.01069774,0.0002917908,7.942406e-8,0.00002884648,0.000001205902,0.2605216,0.004198425],"study_design_scores_gemma":[0.004923464,0.002318697,0.9171075,0.02666322,0.0005380129,0.0001049384,0.0001231626,0.00001005373,0.00009611058,0.00004112993,0.04734604,0.0007276762],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2895849,0.004766162,0.000009707289,0.7030231,0.000370435,0.00106645,0.00006697713,0.0001508321,0.0009614237],"genre_scores_gemma":[0.2612564,0.0002960052,0.0003125969,0.7261956,0.001506221,0.0001483716,0.0003844845,0.0001925017,0.009707852],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2131756,"threshold_uncertainty_score":0.9996586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02430514750895083,"score_gpt":0.2665477741631164,"score_spread":0.2422426266541655,"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."}}