{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004092697,0.0001636049,0.0003397612,0.0002525348,0.0000545592,0.00005657046,0.0001535881,0.0003086553,0.0002980867],"category_scores_gemma":[0.003712928,0.0001461991,0.0001451549,0.0005375476,0.0002682235,0.000135151,0.000116741,0.001380465,0.0006702391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00027391,"about_ca_system_score_gemma":0.001304669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002881098,"about_ca_topic_score_gemma":0.00003887684,"domain_scores_codex":[0.9976147,0.0001320593,0.0005445546,0.0005470902,0.0005643556,0.0005972787],"domain_scores_gemma":[0.997392,0.001261372,0.0000105646,0.0004876759,0.0003188587,0.0005295211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006849245,0.0003401104,0.0140722,0.02894765,0.00007820988,0.037944,0.001320747,8.485306e-7,0.001301889,0.04715511,0.006344171,0.8618101],"study_design_scores_gemma":[0.001557687,0.001867896,0.003619781,0.005002014,0.0001296728,0.00008071194,0.0009069211,0.0002340294,0.0009227188,0.00197753,0.9833626,0.0003384265],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.398955,0.5269904,0.000558035,0.03459908,0.004336137,0.003558676,0.0004817261,0.001235664,0.0292853],"genre_scores_gemma":[0.9931885,0.0004466786,0.0007284156,0.004436854,0.0004812832,0.0001217149,0.00001918076,0.00007827907,0.0004990681],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9770184,"threshold_uncertainty_score":0.8614791,"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."}}