{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006891986,0.0001589076,0.0002592398,0.00006034004,0.0001065084,0.000415596,0.0001913379,0.0001021384,0.0003663945],"category_scores_gemma":[0.00003273255,0.0001283935,0.00005384341,0.0002298991,0.0000555011,0.0003688658,0.0004607875,0.0002679902,0.00002744339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006131599,"about_ca_system_score_gemma":0.0001655451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002316748,"about_ca_topic_score_gemma":0.00002206556,"domain_scores_codex":[0.9988475,0.00007164008,0.0003074112,0.0003542934,0.0001869812,0.0002321014],"domain_scores_gemma":[0.9994203,0.0001138688,0.00003450361,0.0002458744,0.00006529432,0.000120147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008885506,0.00001773968,0.9289472,0.0006464482,0.0003598659,0.0003182464,0.001777125,0.00005258699,0.0003451161,0.006234223,0.02957148,0.03084149],"study_design_scores_gemma":[0.001022499,0.000184086,0.7888182,0.001365196,0.00005417017,0.0001402113,0.00004206783,0.005978892,0.0001182001,0.002292554,0.1996365,0.0003473839],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9485796,0.001810212,0.00005675115,0.0008645997,0.000758336,0.0007260531,0.0000503734,0.00008848575,0.04706555],"genre_scores_gemma":[0.9925022,0.0002024502,0.003404486,0.0009661118,0.0007286568,0.0000901044,0.0002543445,0.00002373164,0.001827917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.170065,"threshold_uncertainty_score":0.5235735,"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."}}