{"id":"W2131809721","doi":"10.1378/chest.129.3.501","title":"Is Sustained Pharmacologic Lung Volume Reduction Now Possible in COPD?","year":2006,"lang":"en","type":"letter","venue":"CHEST Journal","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; COPD; Bronchodilator; Obstructive lung disease; Intensive care medicine; Spirometry; Pulmonary disease; Scopus; Physical therapy; MEDLINE; Internal medicine; Asthma","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":[0.002580646,0.0004967573,0.001919834,0.0004269115,0.002517531,0.002327816,0.001329361,0.03953689,0.006753675],"category_scores_gemma":[0.01732291,0.0003907148,0.001387344,0.0005385682,0.002665376,0.004747321,0.0009775092,0.03158754,0.00254531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002379447,"about_ca_system_score_gemma":0.002531113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002283809,"about_ca_topic_score_gemma":0.005647751,"domain_scores_codex":[0.9981992,0.0005582468,0.0003131349,0.0001879992,0.0004658323,0.000275523],"domain_scores_gemma":[0.9937636,0.004008889,0.0004530493,0.0001299687,0.0005076589,0.001136944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001524817,0.0005726761,0.01135249,0.0008959676,0.000199352,0.02501251,0.0004390763,0.0004148448,0.001274388,0.01619464,0.831313,0.1108062],"study_design_scores_gemma":[0.001338451,0.001319203,0.01291917,0.002080471,0.0002906457,0.02833724,0.001756142,0.001072787,0.0006206075,0.0384855,0.9116132,0.0001666164],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001313663,0.005120843,0.000103712,0.9839819,0.007036138,0.000004863698,0.00001815849,0.000009018469,0.002411728],"genre_scores_gemma":[0.02491275,0.01250823,0.0006735627,0.8546054,0.1024384,0.00005068548,0.00005201091,0.00001215352,0.004746789],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03953689,"threshold_uncertainty_score":0.02259332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02211879926509985,"score_gpt":0.3196724571380863,"score_spread":0.2975536578729864,"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."}}