{"id":"W1997283419","doi":"10.1016/j.ajog.2013.10.055","title":"22: Midtrimester microbial invasion of the amniotic cavity and the risk of very preterm birth","year":2013,"lang":"en","type":"article","venue":"American Journal of Obstetrics and Gynecology","topic":"Preterm Birth and Chorioamnionitis","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Centre hospitalier universitaire de Québec; Université Laval","funders":"","keywords":"Medicine; Amniotic fluid; Obstetrics; Amniocentesis; Ureaplasma; Pregnancy; Gestation; Population; Prospective cohort study; Mycoplasma; Gynecology; Fetus; Internal medicine; Prenatal diagnosis; Microbiology; Biology","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":[0.0003334538,0.0001072475,0.0005438977,0.0001362868,0.00006447874,0.00001190524,0.0001449696,0.00005873191,0.00003084127],"category_scores_gemma":[0.003305221,0.00005393614,0.0001446374,0.0002888052,0.001154514,0.0000644647,0.00009480043,0.000323843,6.215006e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002600799,"about_ca_system_score_gemma":0.0001349849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001878508,"about_ca_topic_score_gemma":0.000006438431,"domain_scores_codex":[0.9988382,0.0002740853,0.0004670305,0.000100731,0.0001582458,0.0001616918],"domain_scores_gemma":[0.9951626,0.003318131,0.0009609253,0.0002022893,0.0002477735,0.0001082552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002840007,0.00009889514,0.8666232,0.00008589381,0.000232392,0.00001715233,0.0008746638,0.000003077987,0.003736667,0.00004625545,0.0004237665,0.1275741],"study_design_scores_gemma":[0.004277409,0.001900003,0.989537,0.00007773044,0.0003118182,0.0003822788,0.0004458851,0.00006151343,0.001756951,0.0003027425,0.0008688654,0.00007779033],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966182,0.001841059,0.00001546785,0.0006402766,0.0005219408,0.0002250235,0.00001077826,0.00000163561,0.0001256958],"genre_scores_gemma":[0.9962622,0.003036228,0.0002262157,0.0003741671,0.0000389911,0.000001611031,4.255951e-7,0.000007974177,0.00005217055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1274963,"threshold_uncertainty_score":0.4253857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005689054066838573,"score_gpt":0.2075485643763706,"score_spread":0.201859510309532,"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."}}