{"id":"W1556262222","doi":"10.1111/ppe.12189","title":"Social Context of Preterm Delivery in <scp>F</scp>rance in 2011 and Impact on Short‐Term Health Outcomes: the <scp>EPIPAGE</scp> 2 Cohort Study","year":2015,"lang":"en","type":"article","venue":"Paediatric and Perinatal Epidemiology","topic":"Preterm Birth and Chorioamnionitis","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"Institut National de la Santé et de la Recherche Médicale; Agence Nationale de la Recherche; Fondation PremUP","keywords":"Medicine; Context (archaeology); Pregnancy; Population; Cohort; Pediatrics; Gestational age; Cohort study; Premature birth; Social vulnerability; Demography; Obstetrics; Environmental health; Psychiatry; Internal medicine; Psychological intervention","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":[0.003025154,0.0003366436,0.001461949,0.0002480081,0.00009346336,0.000008538328,0.0001724528,0.0002446772,0.000005398868],"category_scores_gemma":[0.003723055,0.0002235223,0.0001379654,0.0002022138,0.0003204653,0.0001062651,0.000143672,0.0006328947,0.000005922159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001432086,"about_ca_system_score_gemma":0.0002259512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001902903,"about_ca_topic_score_gemma":0.0003282266,"domain_scores_codex":[0.9967258,0.0009666906,0.0008877569,0.0005279738,0.0002093846,0.0006823908],"domain_scores_gemma":[0.9940588,0.004945972,0.0002828418,0.0002890991,0.00006780234,0.0003554841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008723106,0.0001415276,0.9856305,0.000111346,0.00006839073,0.00005990093,0.005140925,0.000004741557,0.000001767892,0.00006264323,0.001688027,0.007002994],"study_design_scores_gemma":[0.002770509,0.002211169,0.9908805,0.00002702518,0.00004373271,0.0000774669,0.003123385,0.0001922258,0.000002099153,0.0001735242,0.0004475537,0.00005073801],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864377,0.01102823,0.000009905225,0.0005873074,0.000198895,0.001181347,0.0001026407,0.00002302192,0.0004309879],"genre_scores_gemma":[0.9956779,0.002644965,0.00002601416,0.001194434,0.0002148245,0.00009743118,0.0000348044,0.00002197623,0.00008762469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009240261,"threshold_uncertainty_score":0.9114974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05180743391963248,"score_gpt":0.3499194087413189,"score_spread":0.2981119748216864,"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."}}