{"id":"W254306385","doi":"10.1155/2002/545612","title":"Long Term Follow‐up of Ventilated Patients with Thoracic Restriction and Neuromuscular Disease","year":2002,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"West Park Healthcare Centre; University of Toronto","funders":"","keywords":"Medicine; Kyphoscoliosis; Vital capacity; Neuromuscular disease; Ventilation (architecture); Mechanical ventilation; Respiratory failure; Pulmonary function testing; Anesthesia; Tidal volume; Physical therapy; Respiratory system; Internal medicine; Surgery; Disease; Lung; Lung function","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":[0.000447988,0.0002402071,0.0004430945,0.0004609206,0.0008407744,0.0004470863,0.0003105377,0.0007058471,0.0009276241],"category_scores_gemma":[0.002362426,0.0002079892,0.0003848035,0.0003662498,0.0003416803,0.0005052172,0.0003409614,0.0008111247,0.0002010592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002685876,"about_ca_system_score_gemma":0.0002897832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003668068,"about_ca_topic_score_gemma":0.005572038,"domain_scores_codex":[0.9997299,0.00006207143,0.00002690487,0.00004440549,0.00005502645,0.0000815513],"domain_scores_gemma":[0.9986518,0.0001960904,0.0005084854,0.00005653892,0.0001477429,0.0004393522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001422941,0.00006055868,0.997421,0.000006333958,0.00002689621,0.0007256685,0.00008797424,0.00003184821,0.0002457724,0.000003914198,0.00005977176,0.001187861],"study_design_scores_gemma":[0.00001219014,0.0004080368,0.9975786,0.000008198703,0.00003276801,0.001520081,0.0001661444,0.00008475757,0.00004886962,0.000007543165,0.0001282805,0.000004552342],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995683,0.0001841031,0.00001800342,0.00003033861,0.000006578195,0.000003197346,0.00004466407,0.000001233493,0.0001435807],"genre_scores_gemma":[0.9995829,0.00008003475,0.00002875665,0.00003969216,0.0000147258,0.000005681673,0.0001596186,4.692735e-7,0.00008802479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003668068,"threshold_uncertainty_score":0.007293463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02297444405276707,"score_gpt":0.2418968469069628,"score_spread":0.2189224028541957,"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."}}