{"id":"W3197982746","doi":"10.1002/mus.27417","title":"Lung volume recruitment improves volitional airway clearance in amyotrophic lateral sclerosis","year":2021,"lang":"en","type":"article","venue":"Muscle & Nerve","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Misericordia Community Hospital; Covenant Health; University of Alberta","funders":"University of Alberta","keywords":"Amyotrophic lateral sclerosis; Medicine; Lung volumes; Airway; Lung; Physical medicine and rehabilitation; Neuroscience; Anesthesia; Pathology; Psychology; Internal medicine; Disease","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":[0.000315646,0.0002604758,0.0004800167,0.0001936464,0.0001887319,0.0001538884,0.0003486724,0.000361851,0.001747604],"category_scores_gemma":[0.000318615,0.00007394567,0.0003055251,0.00006209697,0.0002387601,0.0001288774,0.0002173964,0.0003181048,0.0002589473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000148106,"about_ca_system_score_gemma":0.0002074431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003678819,"about_ca_topic_score_gemma":0.0008798862,"domain_scores_codex":[0.9998288,0.00005919316,0.0000148353,0.00003522235,0.00003320986,0.00002867602],"domain_scores_gemma":[0.99986,0.0000358615,0.00005010561,0.000009521201,0.00001121262,0.00003331012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.01445748,0.01972736,0.01102562,0.001651737,0.000263239,0.0003136357,0.0004713102,0.0007472385,0.7508532,0.00006956744,0.0006867591,0.199733],"study_design_scores_gemma":[0.004630263,0.354663,0.4050565,0.0002764255,0.0005006621,0.001483075,0.0006400104,0.003278894,0.2238445,0.000242148,0.005320346,0.00006414729],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987313,0.0007100693,0.0001865833,0.00004508736,0.000007566415,0.00003046585,0.00001758035,0.00002905722,0.0002421409],"genre_scores_gemma":[0.9977871,0.0004331185,0.0009235931,0.00007916152,0.00001926967,0.00009041426,0.00005642746,0.000005015233,0.000605877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001747604,"threshold_uncertainty_score":0.005846322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08349362926243102,"score_gpt":0.3720229510116502,"score_spread":0.2885293217492191,"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."}}