{"id":"W2075982355","doi":"10.1165/rcmb.2008-0487oc","title":"Noninvasive and Invasive Pulmonary Function in Mouse Models of Obstructive and Restrictive Respiratory Diseases","year":2009,"lang":"en","type":"article","venue":"American Journal of Respiratory Cell and Molecular Biology","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":327,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pulmonary function testing; Medicine; Asthma; Respiratory system; Methacholine; Pulmonary compliance; Respiratory disease; Lung; Respiratory physiology; Plethysmograph; Cardiology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002159009,0.0002380239,0.0006866432,0.0005901808,0.000053556,0.00000968559,0.00009373071,0.0001041694,0.000004695435],"category_scores_gemma":[0.0001617296,0.000206753,0.0001016111,0.0003303461,0.001152071,0.0001641418,0.00008369666,0.0003853666,2.668889e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001084603,"about_ca_system_score_gemma":0.0005055361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003590395,"about_ca_topic_score_gemma":0.000003435031,"domain_scores_codex":[0.9981654,0.0004036136,0.0005103418,0.0003968272,0.0002217273,0.0003021259],"domain_scores_gemma":[0.9983919,0.0001904514,0.0004930202,0.0002056765,0.0003281803,0.0003907896],"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":[0.004989994,0.0005291368,0.1352139,0.0002255447,0.0002314572,0.002286559,0.0004477868,0.00008096038,0.7420833,0.001119005,0.00002230987,0.1127701],"study_design_scores_gemma":[0.006685832,0.01732294,0.8939644,0.0003378605,0.0004986575,0.0007703463,0.005633852,0.0001351645,0.06031482,0.01324381,0.0004756011,0.0006167397],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9797435,0.01906498,0.0003716321,0.0001238313,0.00002945444,0.0003030431,0.00003712347,0.000006264291,0.0003201693],"genre_scores_gemma":[0.9976313,0.001140109,0.0003050165,0.00082693,0.00005807968,0.000006354204,0.000004257522,0.00001914184,0.000008884181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7587505,"threshold_uncertainty_score":0.8431143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01208321964800864,"score_gpt":0.266809719294279,"score_spread":0.2547264996462704,"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."}}