{"id":"W2590585577","doi":"10.1097/aog.0000000000001907","title":"Acute Respiratory Distress Syndrome in Pregnant Women","year":2017,"lang":"en","type":"article","venue":"Obstetrics and Gynecology","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surrey Memorial Hospital","funders":"National Institute of Biomedical Imaging and Bioengineering","keywords":"Medicine; ARDS; Mechanical ventilation; Odds ratio; Confidence interval; Cohort; Mortality rate; Pulmonary embolism; Respiratory distress; Obstetrics; Cohort study; Internal medicine; Surgery; Lung","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":[0.0002035146,0.0001350167,0.0003750719,0.0002078091,0.0001693044,0.00004428511,0.0001597318,0.0001945583,0.0001384349],"category_scores_gemma":[0.001623922,0.000113891,0.00003763651,0.00009362453,0.0001168941,0.000100824,0.0001387016,0.0001962708,0.00002746587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001105201,"about_ca_system_score_gemma":0.00009376178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005855885,"about_ca_topic_score_gemma":0.00001609713,"domain_scores_codex":[0.9989114,0.00002556902,0.0002368243,0.0003020925,0.000123876,0.0004002014],"domain_scores_gemma":[0.9987413,0.0003187107,0.000133421,0.0005385139,0.00004242987,0.0002256344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001089812,0.0004909926,0.7456337,0.0002077824,0.000169471,0.01801236,0.0005949189,4.962658e-7,0.00426267,0.003532757,0.0006001742,0.2263857],"study_design_scores_gemma":[0.004016412,0.001804933,0.7841995,0.00006415323,0.00005447604,0.0001563899,0.0001730585,0.00002806092,0.0007114631,0.0008770061,0.2076716,0.000242923],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939924,0.001123674,0.00001165236,0.0001969246,0.0008602313,0.0002734737,0.00001663749,0.00001891748,0.003506072],"genre_scores_gemma":[0.9954389,0.000274525,0.00008042192,0.0005275037,0.00002182307,0.00006229713,0.000005751798,0.00001677429,0.003572014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2261428,"threshold_uncertainty_score":0.4644341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.023857540413776,"score_gpt":0.2845559416319625,"score_spread":0.2606984012181865,"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."}}