{"id":"W2465554986","doi":"10.4187/respcare.04309","title":"Daytime Mouthpiece for Continuous Noninvasive Ventilation in Individuals With Amyotrophic Lateral Sclerosis","year":2016,"lang":"en","type":"article","venue":"Respiratory Care","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Centre for Policy Alternatives","funders":"Ottawa Hospital Research Institute","keywords":"Mouthpiece; Medicine; Amyotrophic lateral sclerosis; Ventilation (architecture); Noninvasive ventilation; Anesthesia; Respiratory minute volume; Mechanical ventilation; Internal medicine; Respiratory system","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":[0.0004728587,0.0002082406,0.0002810083,0.0002691397,0.000375488,0.0003240769,0.0001901093,0.0003463757,0.001295274],"category_scores_gemma":[0.0009845744,0.00008185248,0.0003299567,0.0002033763,0.000211223,0.0002079065,0.0002601726,0.0002520735,0.00020772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001908576,"about_ca_system_score_gemma":0.0002441222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006028457,"about_ca_topic_score_gemma":0.001393595,"domain_scores_codex":[0.9997944,0.00005022546,0.00002341136,0.00003361992,0.00006210291,0.00003631721],"domain_scores_gemma":[0.9993308,0.0001565138,0.0003340831,0.00002337679,0.00004669416,0.00010859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006175406,0.0001207607,0.9680269,0.0001645506,0.00006448177,0.002712292,0.0002851075,0.00005738213,0.004088956,0.00001809096,0.0003181238,0.02352579],"study_design_scores_gemma":[0.00002464414,0.002025698,0.9872269,0.00007758429,0.00007626441,0.008698348,0.0002830828,0.0001457921,0.0007222185,0.00001867258,0.0006943931,0.000006583937],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982404,0.00107946,0.0001018064,0.00004894002,0.0000093374,0.00001138433,0.00003770286,0.00000719265,0.000464007],"genre_scores_gemma":[0.9993166,0.0002473558,0.0002111292,0.0000379394,0.00002026706,0.000009810402,0.0000505168,0.000002240219,0.0001042076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001295274,"threshold_uncertainty_score":0.004333079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02749594323824825,"score_gpt":0.261437333799636,"score_spread":0.2339413905613877,"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."}}