{"id":"W2148542550","doi":"10.2345/0899-8205-42.6.485","title":"Effects of High-Frequency Chest Wall Oscillation on Pleural Pressure and Oscillated Flow","year":2008,"lang":"en","type":"article","venue":"Biomedical Instrumentation & Technology","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; VEST; Spirometer; Pulse pressure; Cardiology; Lung; Internal medicine; Lung function; Blood pressure","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":[0.0006506717,0.000365311,0.0002941848,0.000263017,0.00009735592,0.0002920166,0.0001005611,0.0002936829,0.0008517875],"category_scores_gemma":[0.002985773,0.0001839164,0.0001991332,0.000152631,0.0003694899,0.0002002543,0.0003012266,0.0002811079,0.0001026201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006504045,"about_ca_system_score_gemma":0.0000689155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000117007,"about_ca_topic_score_gemma":0.00009344931,"domain_scores_codex":[0.9994443,0.0002642823,0.00002998249,0.00008083886,0.0001270021,0.00005358396],"domain_scores_gemma":[0.998149,0.001222911,0.0002468313,0.00009328433,0.00009137864,0.0001966641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.01526112,0.0005158301,0.0557043,0.0003351649,0.0002121213,0.0005877802,0.0002718131,0.0008182051,0.8795059,0.00006749504,0.0001039694,0.04661636],"study_design_scores_gemma":[0.0003035036,0.04995309,0.7369458,0.00003898299,0.0003494328,0.001702217,0.0001838528,0.002778889,0.2067463,0.0001004463,0.0008622044,0.00003530661],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988632,0.0004262348,0.0004761552,0.00001050469,0.00001072045,0.00001226908,0.00002082837,0.000006935751,0.0001730875],"genre_scores_gemma":[0.9991632,0.0001397154,0.0005053217,0.00002116502,0.00002473972,0.00001365024,0.00003797798,0.000003646017,0.00009066544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008517875,"threshold_uncertainty_score":0.003441155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01294630209817535,"score_gpt":0.2700160255751715,"score_spread":0.2570697234769961,"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."}}