{"id":"W4377565929","doi":"10.1001/jamanetworkopen.2023.15301","title":"Neighborhood Income Mobility and Risk of Neonatal and Maternal Morbidity","year":2023,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Women's College Hospital; Public Health Ontario; University of Toronto; St. Michael's Hospital","funders":"University of Toronto; Ontario Ministry of Health and Long-Term Care","keywords":"Medicine; Pregnancy; Relative risk; Population; Demography; Singleton; Live birth; Obstetrics; Cohort study; Confidence interval; 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":[0.0002843696,0.00014946,0.0001575548,0.000417196,0.000398621,0.0003724395,0.0003135761,0.0001634778,0.001205066],"category_scores_gemma":[0.001539643,0.00009298964,0.0002583959,0.0005604615,0.0002048643,0.0001596908,0.0004462481,0.0002043841,0.00007549481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007381869,"about_ca_system_score_gemma":0.0008173457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.138091,"about_ca_topic_score_gemma":0.1756952,"domain_scores_codex":[0.9997783,0.00005383244,0.00001655033,0.00004072152,0.00005877762,0.00005177262],"domain_scores_gemma":[0.9994653,0.00006025577,0.0002570468,0.00003177904,0.00006525338,0.0001204081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000385618,0.000007768506,0.9985399,0.000006594222,0.00004338408,0.00002938001,0.00003778575,0.00006869942,0.00003510369,0.00002167429,0.00007290454,0.001098423],"study_design_scores_gemma":[0.00000134755,0.00001558332,0.9995472,0.000008460282,0.00001531569,0.00003912651,0.00007548179,0.0001615255,0.00001170701,0.00002405742,0.00009918129,0.000001111201],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980003,0.0005434442,0.00009922348,0.0001132949,0.000005658279,0.000006146217,0.0004651578,0.000003536102,0.0007630417],"genre_scores_gemma":[0.9994444,0.0001515755,0.0000564349,0.000005453583,0.000003223259,0.000003774104,0.0002166046,6.900503e-7,0.0001178412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.138091,"threshold_uncertainty_score":0.2745744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03148160077133847,"score_gpt":0.3396277214000269,"score_spread":0.3081461206286885,"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."}}