{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004814887,0.0002026653,0.0002915675,0.0001114464,0.0003578204,0.00003500464,0.0001862454,0.0001241439,0.00308254],"category_scores_gemma":[0.0000390092,0.0002047625,0.0001122481,0.0003505889,0.0000343446,0.0002217122,0.000299457,0.0005112248,0.0003206024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000431163,"about_ca_system_score_gemma":0.0002456821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004079017,"about_ca_topic_score_gemma":0.0003303014,"domain_scores_codex":[0.997454,0.0004129711,0.0005616305,0.0004996351,0.0003381088,0.0007336009],"domain_scores_gemma":[0.9991022,0.00008189087,0.0001481655,0.0004025015,0.0001308461,0.0001344314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0005960818,0.002565547,0.3338344,0.002610669,0.0005719956,0.0007539809,0.008284487,0.0004933563,0.06964996,0.05005012,0.4362727,0.09431673],"study_design_scores_gemma":[0.001431942,0.00005217872,0.8800057,0.0003524015,0.0000208789,4.11002e-7,0.0004199357,0.002123465,0.00007446011,0.0005905717,0.1147077,0.0002204115],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9710096,0.0005923433,0.000161698,0.01119559,0.001519684,0.00123409,0.00002713524,0.0001133661,0.01414649],"genre_scores_gemma":[0.9648686,0.0001996847,0.0007877715,0.004226663,0.000267272,0.0008903928,0.00013621,0.00003804357,0.02858536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5461714,"threshold_uncertainty_score":0.9978288,"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."}}