{"id":"W2194165191","doi":"10.1097/aog.0000000000001179","title":"Cause of Preterm Birth as a Prognostic Factor for Mortality","year":2015,"lang":"en","type":"article","venue":"Obstetrics and Gynecology","topic":"Preterm Birth and Chorioamnionitis","field":"Medicine","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotel Dieu Hospital","funders":"Agence Nationale de la Recherche","keywords":"Medicine; Placental abruption; Obstetrics; Premature rupture of membranes; Odds ratio; Gestation; Premature birth; Intrauterine growth restriction; Population; Gestational age; Pregnancy; Fetus; Prospective cohort study; Pediatrics; 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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0000937633,0.0001007427,0.0002954151,0.0001089391,0.0000274239,0.000008392622,0.00005216539,0.0001350144,0.00004378592],"category_scores_gemma":[0.01080991,0.00008474051,0.00005274041,0.000147529,0.00007971447,0.00003772527,0.00003722251,0.0000814022,0.000004828194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003660084,"about_ca_system_score_gemma":0.0001953914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001814804,"about_ca_topic_score_gemma":0.00001549893,"domain_scores_codex":[0.9992356,0.00002388954,0.0002144318,0.0001885372,0.0001202348,0.0002172802],"domain_scores_gemma":[0.9977993,0.001458884,0.00009511098,0.0001815443,0.0002132185,0.0002519929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007488417,0.0001277646,0.9731827,0.0002845429,0.0001119758,0.00007857948,0.0004995972,2.974095e-7,0.0001806859,0.0008270686,0.0003368795,0.02429503],"study_design_scores_gemma":[0.00581937,0.004806426,0.942332,0.00003627264,0.0002644103,0.00009959111,0.0001820362,0.0003109439,0.001363619,0.002255746,0.04229549,0.0002340989],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959375,0.001223661,0.00007274221,0.0001136768,0.0006344098,0.000582267,0.0001254292,0.00002345943,0.001286813],"genre_scores_gemma":[0.9987321,0.0001806993,0.000330453,0.0001919787,0.00004073132,0.00004615828,0.00002246293,0.00001188744,0.0004434957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04195861,"threshold_uncertainty_score":0.9975225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05986670129348007,"score_gpt":0.3166350922891366,"score_spread":0.2567683909956565,"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."}}