{"id":"W3195441587","doi":"10.4187/respcare.09263","title":"Health Care Use, Costs, and Survival Trajectory of Home Mechanical Insufflation-Exsufflation","year":2021,"lang":"en","type":"article","venue":"Respiratory Care","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University; Ottawa Hospital; West Park Healthcare Centre; Health Sciences Centre; SickKids Foundation; University of Toronto; Sunnybrook Health Science Centre; Ontario Tech University; Children's Hospital of Eastern Ontario; Institute for Clinical Evaluative Sciences","funders":"","keywords":"Medicine; Interquartile range; Emergency medicine; Exsufflation; Health care; Hazard ratio; Retrospective cohort study; Emergency department; Insufflation; Internal medicine; Surgery; Confidence interval; Nursing","routes":{"ca_aff":true,"ca_fund":false,"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":[0.002005505,0.0002078734,0.0002814922,0.0005838235,0.0002747547,0.0007904684,0.0004299105,0.0004469546,0.001534002],"category_scores_gemma":[0.007573176,0.0001241283,0.0006784232,0.0008281419,0.000240105,0.0005703007,0.0005860489,0.0005264939,0.000146648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008005316,"about_ca_system_score_gemma":0.0006715702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006315552,"about_ca_topic_score_gemma":0.00784889,"domain_scores_codex":[0.9984378,0.0005833761,0.0001917164,0.0002326202,0.0003202618,0.0002341265],"domain_scores_gemma":[0.9932225,0.001396379,0.004069919,0.0002821109,0.0005678069,0.0004612796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001970922,0.00007395582,0.994455,0.00002823467,0.0001566215,0.00002141233,0.00003492723,0.0002063138,0.00004386207,0.00005053628,0.0001424884,0.004589492],"study_design_scores_gemma":[0.000006177402,0.0001554689,0.9989849,0.00002952486,0.00004347184,0.00005803262,0.00005745616,0.0004064227,0.0000528057,0.00004603894,0.0001562057,0.000003571529],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973288,0.0006630842,0.0001425355,0.0003150704,0.000007191511,0.0000127342,0.001045978,0.000003841875,0.0004807628],"genre_scores_gemma":[0.9988595,0.000225964,0.0001336499,0.00003739868,0.00001622907,0.00001375254,0.0006425271,0.000001190926,0.00006990754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006315552,"threshold_uncertainty_score":0.01255763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03080847299370047,"score_gpt":0.3018118705741425,"score_spread":0.271003397580442,"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."}}