{"id":"W2028565818","doi":"10.1513/pats.2306033","title":"Lessons from the Lung Health Study","year":2004,"lang":"en","type":"review","venue":"Proceedings of the American Thoracic Society","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Health Sciences Centre","funders":"","keywords":"Medicine; Spirometry; Ipratropium bromide; Bronchodilator; Smoking cessation; Cohort; Physical therapy; Internal medicine; Placebo; COPD; 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":[0.05232559,0.001256432,0.002010371,0.003534158,0.00233492,0.005080295,0.002433268,0.006461071,0.009220367],"category_scores_gemma":[0.1209668,0.0008806268,0.000836003,0.004272476,0.006045364,0.009778334,0.00652274,0.0146504,0.004488046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00304106,"about_ca_system_score_gemma":0.009110567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01397593,"about_ca_topic_score_gemma":0.01516512,"domain_scores_codex":[0.9668736,0.02427907,0.001731369,0.001702199,0.004436131,0.0009776517],"domain_scores_gemma":[0.9332218,0.04589662,0.001722762,0.004379646,0.009392188,0.005387008],"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":[0.0004131333,0.000152408,0.01254386,0.001512533,0.0001958049,0.0004680844,0.002260825,0.0002053057,0.0000702875,0.06837624,0.6547582,0.2590434],"study_design_scores_gemma":[0.000804616,0.0003599821,0.01629887,0.01085924,0.0001879028,0.0006732176,0.002733067,0.0003790079,0.0001174265,0.2018998,0.7655386,0.0001481522],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.00410541,0.1060153,0.005587184,0.8321205,0.01972324,0.0003606051,0.003760512,0.000198894,0.0281283],"genre_scores_gemma":[0.104547,0.177029,0.02538719,0.6000825,0.06030177,0.004087194,0.006272679,0.0007943184,0.02149839],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.05232559,"threshold_uncertainty_score":0.2767275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07530750238286325,"score_gpt":0.4488582925968776,"score_spread":0.3735507902140143,"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."}}