{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001741909,0.0002955643,0.0003946127,0.0003956046,0.0004463398,0.0004413194,0.0001732411,0.000556612,0.004921002],"category_scores_gemma":[0.0006689003,0.00006666635,0.0001769838,0.0003995106,0.0002476675,0.0002883936,0.0004349851,0.0003980909,0.001275398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000222435,"about_ca_system_score_gemma":0.0003873459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006852934,"about_ca_topic_score_gemma":0.0008050761,"domain_scores_codex":[0.9998581,0.00002614018,0.00001897092,0.00001350276,0.00003106654,0.00005214399],"domain_scores_gemma":[0.999822,0.00003917532,0.00005232787,0.000006992303,0.00002672455,0.00005282909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.0004951851,0.0003226286,0.4874417,0.002340906,0.0001508871,0.1699797,0.0009332279,0.0003362494,0.01048768,0.004859563,0.03285692,0.2897953],"study_design_scores_gemma":[0.000102015,0.0008523698,0.4058472,0.001525432,0.0001795767,0.4677714,0.0007194882,0.0004242987,0.001279241,0.003413692,0.1178469,0.00003843971],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5081577,0.3254966,0.004721433,0.007264979,0.001865895,0.000397122,0.0007582543,0.0003292053,0.1510088],"genre_scores_gemma":[0.9072941,0.07542209,0.001475794,0.003358144,0.002027619,0.00006873399,0.0005273708,0.00001486902,0.009811207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004921002,"threshold_uncertainty_score":0.01646233,"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."}}