{"id":"W2028152306","doi":"10.1378/chest.125.6.2046","title":"Effect of Weight Reduction on Respiratory Function and Airway Reactivity in Obese Women","year":2004,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":280,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"","keywords":"Medicine; Body mass index; Weight loss; Obesity; Asthma; Quartile; Population; Pulmonary function testing; Internal medicine; Methacholine; Respiratory disease; Lung volumes; Gastroenterology; Lung; Confidence interval","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005812034,0.0001006871,0.0002167878,0.000190635,0.00005935882,0.000008564666,0.00002421439,0.00007694599,0.00003358484],"category_scores_gemma":[0.0001297229,0.00007104276,0.00005296046,0.0001292805,0.0000777227,0.0001243713,0.000008778952,0.0003272597,0.000006790869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002470618,"about_ca_system_score_gemma":0.0001333646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002749047,"about_ca_topic_score_gemma":8.071921e-7,"domain_scores_codex":[0.9992306,0.0001112991,0.0001926091,0.000126682,0.0001889682,0.0001498125],"domain_scores_gemma":[0.999528,0.00003602796,0.0001130252,0.0001071646,0.00003637196,0.0001794467],"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":[0.01369406,0.001402218,0.1626181,0.001023128,0.00009243353,0.0003631808,0.001108056,0.0001464579,0.5175113,0.0000805829,0.0003512534,0.3016092],"study_design_scores_gemma":[0.008269344,0.01017745,0.8047585,0.000725584,0.00007430407,0.0003281882,0.0002627332,0.000002599148,0.1686204,0.0003000189,0.006338709,0.0001421554],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983976,0.0005912032,0.00002547665,0.0001253152,0.0002035585,0.0001232386,7.386984e-7,0.00001112902,0.000521756],"genre_scores_gemma":[0.9993855,0.00005682421,0.00001262511,0.00007295881,0.0004115859,0.000006964759,5.894078e-7,0.00001097702,0.00004201507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6421403,"threshold_uncertainty_score":0.289704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008800512078240058,"score_gpt":0.2594749547373556,"score_spread":0.2506744426591155,"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."}}