{"id":"W4408230677","doi":"10.1136/bmjpo-2024-003236","title":"Influence of time of birth in early neonatal mortality and morbidity: retrospective cohort study","year":2025,"lang":"en","type":"article","venue":"BMJ Paediatrics Open","topic":"Hospital Admissions and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Universidad Nacional de Colombia","keywords":"Retrospective cohort study; Medicine; Neonatal mortality; Cohort; Pediatrics; Demography; Infant mortality; Environmental health; Internal medicine; Population","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":[0.0024273,0.000379126,0.0005027638,0.0009729642,0.000460724,0.0006419839,0.0006012683,0.0004103366,0.001086279],"category_scores_gemma":[0.004746285,0.0004017387,0.00117479,0.001709466,0.0002797766,0.0003949344,0.0005510101,0.0006312001,0.0001523626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006553877,"about_ca_system_score_gemma":0.0008677867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01873178,"about_ca_topic_score_gemma":0.02143878,"domain_scores_codex":[0.9981451,0.0005252673,0.000248679,0.0006116047,0.0002588462,0.0002105861],"domain_scores_gemma":[0.9961227,0.0007748043,0.001663842,0.0007287316,0.0004109454,0.0002989221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001127514,0.00001921284,0.9985958,0.00003603037,0.0002210557,0.00007212788,0.00005603911,0.0000289181,0.00006523231,0.00003033335,0.00009299807,0.0006694967],"study_design_scores_gemma":[0.00001192575,0.0001217996,0.9983581,0.0000333951,0.0002685303,0.0003153447,0.0001819422,0.0001952167,0.00004703907,0.00003614261,0.0004223971,0.000008162167],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955146,0.001458745,0.0004523514,0.00004459227,0.00001745775,0.00004943343,0.002120188,0.000005861294,0.0003368238],"genre_scores_gemma":[0.9980183,0.0003935398,0.0003267404,0.00003064866,0.00001062702,0.00005603929,0.001040038,0.000005073078,0.0001190566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01873178,"threshold_uncertainty_score":0.03724551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01867509570546162,"score_gpt":0.3459751167644241,"score_spread":0.3273000210589625,"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."}}