{"id":"W2120274345","doi":"10.1016/j.ajog.2012.10.517","title":"352: How often are late preterm births preventable? Analysis from two tertiary referral centres","year":2012,"lang":"en","type":"article","venue":"American Journal of Obstetrics and Gynecology","topic":"Preterm Birth and Chorioamnionitis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Public Health Ontario; University of Toronto; McMaster University","funders":"","keywords":"Medicine; Referral; Tertiary referral centre; Tertiary referral hospital; Tertiary care; Tertiary level; Obstetrics; Pediatrics; Family medicine; Emergency medicine; Retrospective cohort study; Surgery","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":[0.0002137715,0.0001988565,0.0008476591,0.0005727191,0.00007445421,0.00003766008,0.0001509048,0.00008039775,0.0001696241],"category_scores_gemma":[0.001368274,0.0001560787,0.000274476,0.0007912325,0.0002031783,0.0002414479,0.00007376875,0.0003723226,0.000003912252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001086882,"about_ca_system_score_gemma":0.00007405689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007323611,"about_ca_topic_score_gemma":0.00001691829,"domain_scores_codex":[0.9984235,0.0001825745,0.0004427684,0.0001932019,0.0002638089,0.0004942172],"domain_scores_gemma":[0.9967154,0.001464811,0.000848336,0.0002424308,0.0001653551,0.0005636638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007294947,0.00009157235,0.9045982,0.0000105275,0.0009071555,0.0001754997,0.0003290318,0.000004057675,0.0001726942,0.000005337567,0.0003293187,0.09330364],"study_design_scores_gemma":[0.001876991,0.0007863216,0.9850729,0.00003029642,0.001643235,0.0001255579,0.0006347467,0.0001182524,0.0001763434,0.00005012608,0.009313531,0.0001717598],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901515,0.006999815,0.0001346103,0.001541179,0.0008431706,0.00009806858,0.00005233912,0.00001210961,0.000167231],"genre_scores_gemma":[0.9951862,0.001930524,0.001194658,0.00114383,0.0002824662,0.000002457921,0.00002196247,0.00001920558,0.0002186914],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09313188,"threshold_uncertainty_score":0.6364706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01210320335499313,"score_gpt":0.2575197729626671,"score_spread":0.245416569607674,"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."}}