{"id":"W1994477982","doi":"10.1016/j.pmrj.2015.04.001","title":"Feasibility of Lung Volume Recruitment in Early Neuromuscular Weakness: A Comparison Between Amyotrophic Lateral Sclerosis, Myotonic Dystrophy, and Postpolio Syndrome","year":2015,"lang":"en","type":"article","venue":"PM&R","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Neurological Institute and Hospital; Multiple Sclerosis Society of Canada; McGill University; McGill University Health Centre","funders":"Institut de recherche, Centre universitaire de santé McGill","keywords":"Medicine; Amyotrophic lateral sclerosis; Myotonic dystrophy; Vital capacity; Physical therapy; Quality of life (healthcare); Neuromuscular disease; Internal medicine; Physical medicine and rehabilitation; Lung; Diffusing capacity; Disease; Lung function","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000458972,0.0002203869,0.0007493212,0.0002014379,0.00003143001,0.00002399081,0.0001220813,0.0001384746,0.00003229792],"category_scores_gemma":[0.00005047158,0.0001974306,0.0001006132,0.0002515618,0.00009671854,0.0001374092,0.0001021236,0.0002742181,0.00002052122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001584531,"about_ca_system_score_gemma":0.0001609907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003344854,"about_ca_topic_score_gemma":0.00001538414,"domain_scores_codex":[0.9981081,0.0001338095,0.0005696283,0.000410109,0.0004056247,0.0003727293],"domain_scores_gemma":[0.9988866,0.00001848445,0.000147955,0.0004622361,0.0001095066,0.0003751641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001750727,0.0001652695,0.9930073,0.0001499212,0.00004434993,0.0001069323,0.0004794667,0.000002774444,0.005221986,0.00002450252,0.00006382004,0.0005586015],"study_design_scores_gemma":[0.002794065,0.001700557,0.9930367,0.0002079725,0.0001346633,0.00004008934,0.00007024747,0.0002362338,0.001025238,0.0001186192,0.0004689955,0.0001665657],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974934,0.0006605796,0.00004050075,0.0002268305,0.0001480708,0.001277193,0.0000185741,0.00004289053,0.00009190557],"genre_scores_gemma":[0.999338,0.0000192759,0.0002823413,0.00007383458,0.00005626962,0.0000549783,0.0000252101,0.00003002013,0.0001200708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004196748,"threshold_uncertainty_score":0.8050985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1407679310121248,"score_gpt":0.3347206918584195,"score_spread":0.1939527608462947,"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."}}