{"id":"W4367599404","doi":"10.1164/ajrccm-conference.2023.207.1_meetingabstracts.a4681","title":"Assessment of the Clinical Value of an Oscillating Positive Expiratory Pressure (OPEP) Device for Chronic Obstructive Pulmonary Disease (COPD) Patients in India: A 6 Week Field Study Using the COPD Assessment Test (CAT)","year":2023,"lang":"en","type":"article","venue":"","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Trudell Medical International (Canada)","funders":"","keywords":"COPD; Pulmonary disease; Medicine; Internal medicine; Cardiology; Intensive care medicine","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":[0.001583253,0.0007726055,0.0007366124,0.000710387,0.001153527,0.0007613897,0.0005130302,0.001257648,0.0008341736],"category_scores_gemma":[0.00323278,0.0007332485,0.0008759567,0.0006118909,0.0009977416,0.000863758,0.0004680647,0.0020492,0.0003293329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005799331,"about_ca_system_score_gemma":0.0006501888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005929888,"about_ca_topic_score_gemma":0.00733576,"domain_scores_codex":[0.9989287,0.0004487706,0.00009077003,0.0001770293,0.0001891932,0.0001654925],"domain_scores_gemma":[0.9965929,0.0009722754,0.0007343598,0.0002095537,0.0005714347,0.0009194725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00913889,0.03661358,0.9185812,0.0002069662,0.000313546,0.001107345,0.01049434,0.0002961417,0.01101688,0.00009138296,0.000412983,0.01172666],"study_design_scores_gemma":[0.0003424847,0.05610945,0.9379019,0.00002069209,0.0001595776,0.0004384289,0.003279401,0.0003995879,0.0009357114,0.00003879796,0.0003158697,0.0000582707],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994847,0.00003472443,0.00004584753,0.00003394256,0.000006855641,0.00005786603,0.00003604903,0.000002436123,0.0002976179],"genre_scores_gemma":[0.9989582,0.00006853793,0.0002327823,0.00009395553,0.000019535,0.0000689002,0.00007990048,0.00000219959,0.0004758873],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005929888,"threshold_uncertainty_score":0.01179075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04737599663893941,"score_gpt":0.4002590146302413,"score_spread":0.3528830179913019,"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."}}