{"id":"W4323349637","doi":"10.1016/j.chest.2022.10.025","title":"Mechanical Ventilation and Delivery During Pregnancy","year":2023,"lang":"en","type":"letter","venue":"CHEST Journal","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hôpital Maisonneuve-Rosemont; Mount Sinai Hospital","funders":"","keywords":"Pregnancy; Mechanical ventilation; Ventilation (architecture); Medicine; Intensive care medicine; Engineering; Anesthesia; Mechanical engineering; Biology","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":[0.00231775,0.0008339519,0.000941438,0.001050478,0.004648367,0.002614445,0.001409965,0.0472886,0.006109444],"category_scores_gemma":[0.02472085,0.0008205007,0.00108876,0.0008366968,0.00240302,0.001973036,0.001588564,0.02658806,0.002291611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004251425,"about_ca_system_score_gemma":0.005141801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008371036,"about_ca_topic_score_gemma":0.01269191,"domain_scores_codex":[0.9979424,0.0006143177,0.0003151086,0.0001905003,0.0004100406,0.0005275878],"domain_scores_gemma":[0.9944044,0.003044883,0.000567497,0.000197363,0.0004059222,0.001379987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000283364,0.0001961313,0.01413917,0.0001953481,0.0000784877,0.3711133,0.001513236,0.000413932,0.001165163,0.01283121,0.5728216,0.02524899],"study_design_scores_gemma":[0.0005325426,0.0007463776,0.02248754,0.002764877,0.000241706,0.3139428,0.005533249,0.002446104,0.001042173,0.02782821,0.6222506,0.000183864],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005687276,0.002504485,0.000151608,0.9641581,0.01546916,0.00003312662,0.00004500149,0.0000224891,0.0119288],"genre_scores_gemma":[0.07150394,0.008448125,0.0006063349,0.7944621,0.1068635,0.0001301026,0.0000862354,0.0000638937,0.01783573],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0472886,"threshold_uncertainty_score":0.03084636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09177230560078188,"score_gpt":0.3603179878110491,"score_spread":0.2685456822102672,"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."}}