{"id":"W1980036246","doi":"10.1046/j.1365-3016.2001.00012.x","title":"Socio‐economic disparities in preterm birth: causal pathways and mechanisms","year":2001,"lang":"en","type":"article","venue":"Paediatric and Perinatal Epidemiology","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":376,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Université de Montréal; McGill University","funders":"","keywords":"Medicine; Methylenetetrahydrofolate reductase; Bacterial vaginosis; Fetal fibronectin; Population; Stressor; Obstetrics; Psychosocial; Pregnancy; Psychiatry; Fetus; Environmental health; Genetics; Allele","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0005804942,0.0001590788,0.0004786611,0.0001032289,0.00007932252,0.000005089466,0.00004369708,0.0001695385,0.000103482],"category_scores_gemma":[0.0001494005,0.0001377703,0.00003927576,0.0000373771,0.0001238756,0.00007137979,0.00008635783,0.0002316044,0.00001890434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005323482,"about_ca_system_score_gemma":0.00003654771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006625541,"about_ca_topic_score_gemma":0.0000453709,"domain_scores_codex":[0.9986914,0.0001518698,0.0003923653,0.0003127571,0.00003948193,0.0004121023],"domain_scores_gemma":[0.9989656,0.000623031,0.00008584909,0.0001128496,0.000006528218,0.0002061442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000346373,0.0000188499,0.9680896,0.001273461,0.00000999742,0.0001285106,0.0001524413,0.000002021767,0.00001227738,0.02641143,0.00002533233,0.003529649],"study_design_scores_gemma":[0.001283421,0.0005909046,0.9726683,0.0001900146,0.00001892743,0.001071653,0.0000590432,0.0006712604,0.00002994031,0.02172275,0.001508484,0.0001852814],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866195,0.01007079,0.0001537438,0.001990888,0.0003504789,0.000239,0.00004341207,0.00003432605,0.0004978575],"genre_scores_gemma":[0.9860623,0.01175152,0.0004560972,0.001111288,0.0001936225,0.00004663455,0.00001395346,0.00001329279,0.0003512293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004688676,"threshold_uncertainty_score":0.561811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03688451127672535,"score_gpt":0.3031395205653307,"score_spread":0.2662550092886053,"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."}}