{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006730022,0.0002900123,0.0002782781,0.0004923437,0.0001829455,0.0003624477,0.0002298492,0.00032664,0.0009142944],"category_scores_gemma":[0.00495562,0.0002342417,0.0003697879,0.0006413036,0.0001332984,0.0003437987,0.0004042785,0.0004787536,0.0002008551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002653803,"about_ca_system_score_gemma":0.0003993966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004184258,"about_ca_topic_score_gemma":0.003188383,"domain_scores_codex":[0.999594,0.000160262,0.00005022986,0.00007511657,0.00006673161,0.00005359086],"domain_scores_gemma":[0.9991435,0.0001515437,0.0005373722,0.00003014731,0.00007729504,0.00006008766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001505782,0.000009265827,0.9977222,0.00001361568,0.0000241677,0.00009972102,0.00003526411,0.00004848404,0.00008323616,0.00002148182,0.0001713519,0.00175615],"study_design_scores_gemma":[0.00000632487,0.0000729388,0.9963091,0.00006824127,0.00004327527,0.001462583,0.0001778007,0.001175351,0.00009335005,0.00007984431,0.0005071399,0.000004030435],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940495,0.001537626,0.0008392153,0.0004459747,0.00003943668,0.00004764346,0.001484447,0.00001821242,0.001537936],"genre_scores_gemma":[0.9967965,0.001193787,0.0009248544,0.00009407752,0.00003061736,0.00004065075,0.0007795806,0.000002507813,0.0001373732],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004184258,"threshold_uncertainty_score":0.008319795,"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."}}