{"id":"W2397071951","doi":"10.1111/ppe.12304","title":"Maternal Risk Factors for Preterm Birth in Murmansk County, Russia: A Registry‐Based Study","year":2016,"lang":"en","type":"article","venue":"Paediatric and Perinatal Epidemiology","topic":"Preterm Birth and Chorioamnionitis","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Gestational diabetes; Underweight; Odds ratio; Overweight; Pregnancy; Obstetrics; Demography; Obesity; Gestation; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008488564,0.0002407784,0.0006576402,0.0001739266,0.00008772233,0.000006995597,0.0001219849,0.000199962,0.0001053762],"category_scores_gemma":[0.002076529,0.0001476849,0.0001217601,0.0001054802,0.0001260948,0.00007545535,0.00005872222,0.000205881,0.000006956215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000676996,"about_ca_system_score_gemma":0.00008031807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005304766,"about_ca_topic_score_gemma":0.00007304392,"domain_scores_codex":[0.9981042,0.0002772487,0.0005204512,0.0004868394,0.0001002029,0.0005110972],"domain_scores_gemma":[0.9970367,0.002179361,0.0002246135,0.0002828707,0.00003835194,0.0002381361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000608858,0.00006006786,0.9907168,0.0001529643,0.00003051761,0.00004768053,0.00009757272,0.000001099101,0.0000178656,0.00009101965,0.0001480179,0.008027554],"study_design_scores_gemma":[0.005007144,0.001493426,0.9865028,0.00003578303,0.00006268279,0.00005030225,0.00007728534,0.0003136394,0.00003942547,0.0004567784,0.005770129,0.0001906152],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953116,0.0009873803,0.001184639,0.0006778011,0.0002775113,0.0007440504,0.000649412,0.00005339327,0.000114273],"genre_scores_gemma":[0.9977293,0.0007576226,0.0004841145,0.0002272911,0.0003062386,0.0001494617,0.00002132304,0.00002286236,0.0003017766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007836938,"threshold_uncertainty_score":0.6022416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02754320482268818,"score_gpt":0.3004279255319302,"score_spread":0.272884720709242,"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."}}