{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001778473,0.0004972434,0.0004180622,0.0007697241,0.0004438203,0.0004440804,0.0003553669,0.0007263155,0.00131835],"category_scores_gemma":[0.004373674,0.0002687935,0.000630778,0.0004077266,0.0005867464,0.0006488824,0.000758033,0.0004387266,0.0002234228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004560771,"about_ca_system_score_gemma":0.000316192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001567501,"about_ca_topic_score_gemma":0.002362519,"domain_scores_codex":[0.9991659,0.0003121537,0.0001255713,0.0001499227,0.00014732,0.00009920313],"domain_scores_gemma":[0.9961829,0.00112298,0.001732393,0.00009598028,0.0002390105,0.0006267756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002499008,0.000319034,0.9945694,0.00003092766,0.00006762841,0.0001447226,0.000192604,0.00003761368,0.0005129328,0.000009114671,0.0000183586,0.001598659],"study_design_scores_gemma":[0.00008063588,0.002094719,0.9971744,0.000005795179,0.00001699282,0.0002814938,0.0001718374,0.00008199168,0.00005382728,0.00000536267,0.00002966301,0.00000321726],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997913,0.00006157138,0.0000169787,0.000005571257,9.19051e-7,0.00001306927,0.00002121488,4.51756e-7,0.000088956],"genre_scores_gemma":[0.9997383,0.0000240359,0.00005652901,0.00001032985,0.000004364103,0.00002766599,0.00008918522,5.761531e-7,0.0000489538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001778473,"threshold_uncertainty_score":0.009405553,"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."}}