{"id":"W1825766421","doi":"10.4187/respcare.06511016","title":"Neuromuscular Disease Causing Acute Respiratory Failure","year":2006,"lang":"en","type":"article","venue":"Respiratory Care","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":257,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Medicine; Mechanical ventilation; Myasthenia gravis; Respiratory failure; Neuromuscular disease; Weakness; Ventilation (architecture); Muscle weakness; Intensive care unit; Guillain-Barre syndrome; Intubation; Neuromuscular transmission; Intensive care medicine; Pulmonary function testing; Respiratory system; Intensive care; Anesthesia; Disease; Surgery; Internal medicine; Pediatrics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002221934,0.0005008026,0.0005711427,0.0003696987,0.0003243037,0.00008940791,0.0001839553,0.0002641804,0.0003463542],"category_scores_gemma":[0.00006563644,0.0004696041,0.0004734693,0.0004749588,0.000138541,0.0002741514,0.0001132447,0.0004656401,0.000221561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002563901,"about_ca_system_score_gemma":0.0008600635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001510006,"about_ca_topic_score_gemma":0.00003109011,"domain_scores_codex":[0.9967852,0.0001458558,0.0006207219,0.0008517295,0.0008582668,0.0007381738],"domain_scores_gemma":[0.9974276,0.00002639391,0.0001805622,0.001221108,0.0004192661,0.0007250792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006849966,0.0003227726,0.1112859,0.0009022867,0.0002516259,0.02106581,0.0003212995,0.00009360268,0.8114902,0.002202144,0.04356569,0.007813654],"study_design_scores_gemma":[0.002209217,0.0004730952,0.03669425,0.0001498791,0.0005796585,0.00004589303,0.0003733103,0.000005194518,0.06373284,0.00009893894,0.8950353,0.0006023648],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869439,0.005346244,0.000337209,0.0002662264,0.0005376656,0.0009700514,0.00009895072,0.000511559,0.004988189],"genre_scores_gemma":[0.9874756,0.000006656543,0.000397247,0.009279382,0.001526929,0.00009964919,0.0001256662,0.0001793406,0.0009094755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8514696,"threshold_uncertainty_score":0.9997756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01497692167753661,"score_gpt":0.2666542500831696,"score_spread":0.2516773284056329,"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."}}