{"id":"W4399491012","doi":"10.1001/jamanetworkopen.2024.15921","title":"Preterm Birth, Family Income, and Intergenerational Income Mobility","year":2024,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Infant Development and Preterm Care","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; Institute for Clinical Evaluative Sciences; McGill University; Queen's University; McMaster University; SickKids Foundation; Hospital for Sick Children","funders":"Canadian Institutes of Health Research","keywords":"Demography; Socioeconomic status; Medicine; Family income; Gestational age; Logistic regression; Percentile; Household income; Multinomial logistic regression; Birth order; Pregnancy; Population; Geography; Environmental health; Internal medicine; Economics","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":[0.0006638906,0.0002309859,0.0002223419,0.0010623,0.0006956086,0.0006986693,0.0005868152,0.000277903,0.00217576],"category_scores_gemma":[0.004209467,0.0001127354,0.000344532,0.001620178,0.0006198286,0.0003309484,0.0007788775,0.0005260856,0.0001763832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001968069,"about_ca_system_score_gemma":0.002451718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2977617,"about_ca_topic_score_gemma":0.3343123,"domain_scores_codex":[0.9994935,0.0001260606,0.00003351042,0.00007242339,0.0001523124,0.0001222532],"domain_scores_gemma":[0.9979566,0.0002892765,0.001113037,0.00008140501,0.0002207662,0.0003388239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003186953,0.000009000194,0.9965554,0.0000170338,0.0000551828,0.00004992944,0.00006818899,0.00009937309,0.00002675984,0.00009586603,0.0001625003,0.002828848],"study_design_scores_gemma":[0.00000100818,0.00001197579,0.9989262,0.00003090564,0.00002094256,0.00009741272,0.0001414537,0.0002644631,0.00002253465,0.0001080369,0.0003720591,0.000002928007],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904898,0.003136147,0.0004998143,0.001201126,0.00002008479,0.00001576888,0.001998656,0.00001382224,0.002624673],"genre_scores_gemma":[0.9978934,0.0009560576,0.0002030796,0.0000349015,0.00001051186,0.000007425928,0.0004736949,0.000002234133,0.0004187726],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2977617,"threshold_uncertainty_score":0.5920571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01815724287537181,"score_gpt":0.285430191122123,"score_spread":0.2672729482467512,"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."}}