{"id":"W2921258524","doi":"10.29390/cjrt-2018-014","title":"Considerations for chest clearance and cough augmentation in severe bulbar dysfunction: a case study","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Respiratory Therapy","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dysphagia; Chest physiotherapy; Airway; Intensive care medicine; Exsufflation; Swallowing; Anesthesia; Pulmonologist; Insufflation; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006716842,0.001552463,0.0008080836,0.002418227,0.003749635,0.002109994,0.001156627,0.005067116,0.003762923],"category_scores_gemma":[0.005638432,0.0007038125,0.001117977,0.001422877,0.001763778,0.002616181,0.002104549,0.003291633,0.001126706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001349941,"about_ca_system_score_gemma":0.001201047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002353751,"about_ca_topic_score_gemma":0.004344838,"domain_scores_codex":[0.9988523,0.0002248605,0.0001737667,0.0001602048,0.0002157555,0.0003732023],"domain_scores_gemma":[0.9976819,0.0008880155,0.0005357,0.000119061,0.0001730623,0.0006023361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00001412892,0.00004741087,0.007548748,0.00004715763,0.000005112284,0.9893988,0.0004591352,0.00005045437,0.0002443238,0.0002426716,0.0002841667,0.001657933],"study_design_scores_gemma":[0.000001959758,0.00002148635,0.001244948,0.00002278448,0.000004268845,0.9975911,0.0003625919,0.00007168793,0.00008617324,0.00008379362,0.0005035609,0.00000569896],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9318717,0.01762668,0.007635292,0.008577209,0.0006604093,0.0003243508,0.0001898686,0.0001654941,0.03294913],"genre_scores_gemma":[0.988272,0.00406938,0.002903071,0.001395719,0.0009540588,0.00004496771,0.00007107374,0.00003272447,0.002257013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005067116,"threshold_uncertainty_score":0.01258826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1251353781350691,"score_gpt":0.4179188128261451,"score_spread":0.292783434691076,"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."}}