{"id":"W4410079621","doi":"10.1001/jamanetworkopen.2025.8549","title":"Maternal Disability and Emergency Department Use for Infants","year":2025,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Infant Development and Preterm Care","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; St. Michael's Hospital; Centre for Addiction and Mental Health; University of Calgary; Institute for Clinical Evaluative Sciences; Hospital for Sick Children; The Scarborough Hospital; Public Health Ontario; Schwartz/Reisman Emergency Medicine Institute; Women's College Hospital; University of Toronto","funders":"Canadian Institutes of Health Research; Canada Research Chairs; Institute for Clinical Evaluative Sciences","keywords":"Medicine; Emergency department; Hazard ratio; Population; Cohort; Proportional hazards model; Cohort study; Intellectual disability; Pediatrics; Psychiatry; Environmental health","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":[0.0002646372,0.0001294541,0.0001256334,0.0004776269,0.0003010414,0.0003401131,0.0003215965,0.0001774072,0.00356279],"category_scores_gemma":[0.002392886,0.00009342775,0.0002520377,0.0007716266,0.0001773843,0.0001456048,0.0003885057,0.0002812564,0.0001303914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001376028,"about_ca_system_score_gemma":0.001703146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2574146,"about_ca_topic_score_gemma":0.3569374,"domain_scores_codex":[0.9996566,0.00005399174,0.00003331709,0.00003939349,0.0001101684,0.000106565],"domain_scores_gemma":[0.9991634,0.0001107503,0.0004648218,0.00002681902,0.00009911296,0.0001351331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001170082,0.000003998223,0.9977657,0.00001517794,0.00001387609,0.00004934711,0.00004792703,0.0000158458,0.00002454088,0.0000242662,0.000249912,0.001777855],"study_design_scores_gemma":[9.688292e-7,0.000007005483,0.9991527,0.00003591944,0.000009097001,0.0001237062,0.00008942535,0.00005087898,0.00001380252,0.00001042407,0.0005050996,9.955409e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868358,0.003014614,0.0001931268,0.0009891673,0.00002652959,0.00001987795,0.00446204,0.00001111723,0.004447665],"genre_scores_gemma":[0.9978712,0.0008649202,0.0001032445,0.00003814321,0.00001398585,0.000007626294,0.0006899402,0.000001373811,0.0004095401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2574146,"threshold_uncertainty_score":0.5118325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02581178360030106,"score_gpt":0.3224003791353205,"score_spread":0.2965885955350194,"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."}}