{"id":"W3093035631","doi":"10.2147/copd.s256866","title":"<p>Impact of Oscillating Positive Expiratory Pressure Device Use on Post-Discharge Hospitalizations: A Retrospective Cohort Study Comparing Patients with COPD or Chronic Bronchitis Using the Aerobika<sup>®</sup> and Acapella<sup>®</sup> Devices</p>","year":2020,"lang":"en","type":"article","venue":"International Journal of COPD","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trudell Medical International (Canada)","funders":"","keywords":"Medicine; COPD; Exacerbation; Chronic bronchitis; Propensity score matching; Retrospective cohort study; Bronchitis; Medical record; Bronchiectasis; Internal medicine; Emergency medicine; Physical therapy; Lung","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":[0.0008658049,0.0003282871,0.0003575186,0.0007258744,0.0004743885,0.0008519954,0.000604398,0.0005527523,0.001317448],"category_scores_gemma":[0.001988244,0.0004579688,0.001082305,0.001173992,0.0003508876,0.0007167452,0.0006787475,0.0007741533,0.0003032581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005767706,"about_ca_system_score_gemma":0.0005479003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01008135,"about_ca_topic_score_gemma":0.01091783,"domain_scores_codex":[0.9990209,0.0001747677,0.0001609458,0.0003112894,0.0001804814,0.000151692],"domain_scores_gemma":[0.9980682,0.0002025194,0.00105952,0.0002068664,0.0001688596,0.0002941177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000184555,0.00003799206,0.9991799,0.000006875757,0.0001103489,0.00003088102,0.00002434431,0.00001654011,0.00006844691,0.000008923657,0.000084754,0.0002463735],"study_design_scores_gemma":[0.00002193019,0.0001230918,0.999301,0.000006031171,0.00005948501,0.000102749,0.0001094233,0.0001311178,0.0000396378,0.000008878522,0.00009321101,0.000003475371],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988031,0.0001005103,0.00005166602,0.00002340923,0.000007232034,0.00001099859,0.0008313097,0.000001585649,0.0001701267],"genre_scores_gemma":[0.998877,0.00005782996,0.00003751551,0.00003201548,0.000008832741,0.00001460598,0.0008814347,0.000001614934,0.00008919255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01008135,"threshold_uncertainty_score":0.02004534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02014309762598305,"score_gpt":0.2999514464328696,"score_spread":0.2798083488068866,"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."}}