{"id":"W1979602572","doi":"10.1097/00001648-200509000-00211","title":"ASSOCIATION OF OZONE WITH LOW BIRTH WEIGHT IN MICHIGAN, 1990-2001, USING MULTIPLE IMPUTATION METHOD FOR MISSING OZONE VALUES","year":2005,"lang":"en","type":"article","venue":"Epidemiology","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Demography; Birth certificate; Low birth weight; Medicine; Missing data; Birth weight; Imputation (statistics); Gestational age; Poisson regression; Environmental health; Statistics; Pregnancy; Population; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005974283,0.0001280248,0.0004679896,0.00006940536,0.000113049,0.000002923793,0.00008941402,0.0001898444,0.0001130253],"category_scores_gemma":[0.003364462,0.0001105559,0.00004853191,0.0001951552,0.00007837833,0.0002060706,0.00003243745,0.0001490362,0.0000149161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004413849,"about_ca_system_score_gemma":0.00004222861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002143859,"about_ca_topic_score_gemma":0.003463112,"domain_scores_codex":[0.9973905,0.0009880356,0.0006754042,0.0002940496,0.0001189083,0.0005330788],"domain_scores_gemma":[0.995405,0.003706464,0.0006226883,0.0001320547,0.00001720185,0.0001165449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002561514,0.0001925358,0.8352558,0.000114284,0.00003007257,7.341035e-7,0.00230114,0.1156762,0.005119081,0.0001262043,0.002987145,0.03794067],"study_design_scores_gemma":[0.001400845,0.0002392794,0.2410996,0.00006659386,0.00002627094,0.000004946329,0.00009564198,0.7422755,0.00166789,0.006740312,0.006187396,0.0001957218],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.5653199,0.0001055001,0.4223886,0.01168788,0.00006263875,0.0003225339,0.0000139767,0.0000197338,0.00007925251],"genre_scores_gemma":[0.3134291,0.00003269989,0.6821987,0.003991222,0.0001367645,0.00001234215,0.00002077563,0.00001564769,0.0001627669],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6265993,"threshold_uncertainty_score":0.450834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06631682060940379,"score_gpt":0.382419248489149,"score_spread":0.3161024278797452,"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."}}