{"id":"W1975268648","doi":"10.1378/chest.125.6.2075","title":"Effect of Heliox Breathing on Dynamic Hyperinflation in COPD Patients","year":2004,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Christie (Canada)","funders":"","keywords":"Heliox; Medicine; Dynamic hyperinflation; COPD; Work of breathing; Anesthesia; Salbutamol; Bronchodilator; Airway resistance; Supine position; Breathing; Ventilation (architecture); Airway; Lung volumes; Cardiology; Asthma; Internal medicine; Mechanical ventilation; 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":[0.0003730292,0.0003949947,0.001074751,0.0001490548,0.0004149503,0.0003575164,0.0002174057,0.000664207,0.002843799],"category_scores_gemma":[0.001988113,0.0001443428,0.000479576,0.0001210425,0.0003848732,0.0005116528,0.0003318169,0.0009672661,0.0002135951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001664992,"about_ca_system_score_gemma":0.000309312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001034992,"about_ca_topic_score_gemma":0.001106057,"domain_scores_codex":[0.9998214,0.00006580717,0.00001375901,0.00002722183,0.00001815012,0.0000537617],"domain_scores_gemma":[0.9991649,0.0003504635,0.0000500429,0.00003502204,0.00003255174,0.0003670861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.7896875,0.01640859,0.04052943,0.000478707,0.0008359108,0.000766975,0.00100454,0.0006015815,0.0365064,0.0001777491,0.0008215541,0.1121811],"study_design_scores_gemma":[0.02811263,0.2984194,0.6592396,0.00009596233,0.001070974,0.0003557007,0.0007524287,0.001136374,0.008229706,0.000214179,0.002295038,0.00007807071],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985988,0.000446229,0.00002807095,0.0001041327,0.0000427441,0.00002712848,0.00005109057,0.000007847824,0.000693985],"genre_scores_gemma":[0.9988555,0.0002386653,0.00006274093,0.00009082217,0.0000801811,0.00002730166,0.00008024589,0.000002920142,0.0005616898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002843799,"threshold_uncertainty_score":0.009513438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008296158700239979,"score_gpt":0.2938484864716316,"score_spread":0.2855523277713916,"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."}}