{"id":"W4391340217","doi":"10.1016/j.ccc.2024.01.005","title":"Acute Respiratory Failure in Pregnancy","year":2024,"lang":"en","type":"article","venue":"Critical Care Clinics","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Pregnancy; Fetus; Hypercapnia; Hypocapnia; Hypoxemia; Respiratory failure; Obstetrics; Respiratory system; Intensive care medicine; Anesthesia; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005689917,0.0002974308,0.0003618506,0.0005781603,0.0006404848,0.0006316169,0.000303488,0.001063337,0.003484833],"category_scores_gemma":[0.004397208,0.0001633472,0.0002274386,0.0005323201,0.000309602,0.0004188354,0.000607532,0.001193017,0.0004946733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005898699,"about_ca_system_score_gemma":0.001398304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00427344,"about_ca_topic_score_gemma":0.003119332,"domain_scores_codex":[0.9993613,0.0002332881,0.00008369635,0.00005318167,0.00007818101,0.0001903368],"domain_scores_gemma":[0.999204,0.0003035926,0.0001660459,0.00002151114,0.00006499531,0.000239812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003934608,0.0003922174,0.8461018,0.0003900632,0.00007031333,0.05737018,0.0009874724,0.0002964182,0.001144789,0.003790811,0.01604647,0.07301614],"study_design_scores_gemma":[0.00007071775,0.0004731982,0.8966476,0.00138973,0.00005228013,0.08196547,0.002388027,0.0005696153,0.0002420809,0.002260476,0.01391611,0.00002465816],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.7596664,0.08350283,0.001386505,0.04229875,0.002251967,0.0003137741,0.001242608,0.00006645481,0.1092707],"genre_scores_gemma":[0.9621273,0.02870015,0.000540527,0.002768303,0.001825468,0.0001362124,0.0006157281,0.000008563739,0.003277715],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.00427344,"threshold_uncertainty_score":0.01165795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.109090388139867,"score_gpt":0.500012368023297,"score_spread":0.39092197988343,"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."}}