{"id":"W2891292873","doi":"10.4187/respcare.06321","title":"Monitoring Cough Effectiveness and Use of Airway Clearance Strategies: A Canadian and UK Survey","year":2018,"lang":"en","type":"article","venue":"Respiratory Care","topic":"Respiratory and Cough-Related Research","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; University of Calgary; McGill University; Institute for Clinical Evaluative Sciences; London Health Sciences Centre; Ottawa Hospital; Vancouver General Hospital; Health Sciences Centre; Western University; McGill University Health Centre; Sunnybrook Health Science Centre","funders":"National Institute for Health and Care Research; Muscular Dystrophy Canada","keywords":"Medicine; Intensive care medicine; Airway; Anesthesia","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001868893,0.0003261533,0.000521509,0.001543054,0.002000776,0.001415417,0.001144411,0.0008149131,0.002120676],"category_scores_gemma":[0.006523312,0.0005505174,0.0007652121,0.004638007,0.0008741615,0.000660932,0.001445213,0.000885756,0.0003203303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01962982,"about_ca_system_score_gemma":0.02707189,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9863057,"about_ca_topic_score_gemma":0.9874133,"domain_scores_codex":[0.9966528,0.0003341963,0.0004573935,0.0004040772,0.001314112,0.0008374339],"domain_scores_gemma":[0.9907365,0.0005777093,0.002262707,0.0001892586,0.004064371,0.002169489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003671143,0.00003429546,0.99421,0.0001163488,0.00003420159,0.0000442827,0.0009751907,0.00004333703,0.00007100352,0.00003137102,0.001263782,0.003139568],"study_design_scores_gemma":[0.00000482047,0.00003578266,0.99762,0.000068794,0.00001330938,0.00004481568,0.001412502,0.0000895265,0.00002646302,0.000003785608,0.0006707573,0.000009389999],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848961,0.001234405,0.0001326143,0.001018778,0.0000173132,0.0001535505,0.009034031,0.00001306787,0.003500204],"genre_scores_gemma":[0.995181,0.001138512,0.0003548946,0.0006469676,0.000009020161,0.00006265104,0.002143542,0.000005635024,0.0004578705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01962982,"threshold_uncertainty_score":0.142425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05764688458461121,"score_gpt":0.3374709373203937,"score_spread":0.2798240527357825,"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."}}