{"id":"W2170182979","doi":"10.1183/09031936.04.00047503","title":"Heterogeneity of narrowing in normal and asthmatic airways measured by HRCT","year":2004,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":113,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Advancing Health Outcomes; University of British Columbia Hospital; St. Paul's Hospital; University of British Columbia","funders":"Medical Research Council; Canadian Institutes of Health Research; Promotion and Mutual Aid Corporation for Private Schools of Japan; AstraZeneca","keywords":"Repeatability; Medicine; Airway; High-resolution computed tomography; Methacholine; Asthma; High resolution; Airway hyperresponsiveness; Lung volumes; Airway obstruction; Small airways; Cardiology; Lung; Internal medicine; Nuclear medicine; Respiratory disease; Surgery; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001098947,0.0001916981,0.0003497174,0.0002191731,0.0001323953,0.00003310953,0.0001266177,0.0000466966,0.00004659434],"category_scores_gemma":[0.0001763352,0.0001571704,0.0001389987,0.0001743033,0.0001532515,0.0001843355,0.00005421816,0.0004133495,0.00002315819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007913899,"about_ca_system_score_gemma":0.000199448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002304118,"about_ca_topic_score_gemma":0.000004018652,"domain_scores_codex":[0.998033,0.0004012872,0.0006352097,0.0002116775,0.0004238213,0.0002949816],"domain_scores_gemma":[0.9990413,0.00002066926,0.0002271587,0.0002126048,0.0001012678,0.0003970611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001096752,0.001304064,0.4907636,0.0005697572,0.0001932329,0.005611096,0.001771723,0.0008012416,0.4251696,0.00005437197,0.002236828,0.07042778],"study_design_scores_gemma":[0.01296955,0.002541395,0.9024241,0.001636262,0.0001286445,0.001523249,0.0007128287,0.00001853481,0.04180926,0.00004484133,0.03563273,0.0005585958],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919123,0.005663937,0.0002149864,0.00009306048,0.00009121003,0.0001375528,0.000006578087,0.00002382321,0.00185654],"genre_scores_gemma":[0.9986436,0.00003479778,0.0002299607,0.0008413516,0.0001838375,0.000001110408,0.000001298282,0.00004110968,0.0000229393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4116606,"threshold_uncertainty_score":0.6409223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02176838645903019,"score_gpt":0.2609072183057231,"score_spread":0.2391388318466929,"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."}}