{"id":"W1570182856","doi":"10.1111/ppe.12186","title":"Socioeconomic Disparities in Preterm Birth","year":2015,"lang":"en","type":"letter","venue":"Paediatric and Perinatal Epidemiology","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Biostatistics; Medicine; Epidemiology; Socioeconomic status; Family medicine; Library science; Gerontology; Population; Environmental health","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":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.002709461,0.0004205163,0.001479916,0.0003030638,0.0002942542,0.000004560857,0.000264441,0.00211312,0.0003731069],"category_scores_gemma":[0.001297559,0.0003633877,0.0001296073,0.00007964946,0.0002500658,0.00008593914,0.0003274408,0.00575151,0.0004148895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003539023,"about_ca_system_score_gemma":0.0006319028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001730233,"about_ca_topic_score_gemma":0.0001874866,"domain_scores_codex":[0.9940277,0.002521786,0.001285511,0.0007301026,0.00009327562,0.001341674],"domain_scores_gemma":[0.9932235,0.005591056,0.0005682301,0.0003468175,0.00004741417,0.0002229291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002411992,0.000004750634,0.4067115,0.001504397,0.000008313054,0.00003498755,0.000317383,7.349232e-7,1.983717e-8,0.0003107074,0.5901192,0.000963879],"study_design_scores_gemma":[0.0008049162,0.00007786146,0.1506999,0.0001203251,0.00001553952,0.00001486933,0.0001186272,0.00008228351,8.477135e-9,0.005490975,0.8422359,0.0003387561],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.118816,0.02258536,0.00001647913,0.8510163,0.003224665,0.001078046,0.0006914938,0.0001187372,0.002452893],"genre_scores_gemma":[0.04303918,0.009765398,0.0001518117,0.9242021,0.01677245,0.000062497,0.0005329396,0.00007915336,0.005394489],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2560116,"threshold_uncertainty_score":0.9998818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07781473299825652,"score_gpt":0.3894867075138952,"score_spread":0.3116719745156387,"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."}}