{"id":"W4376630888","doi":"10.1136/bmjresp-2022-001462","title":"CT airway remodelling and chronic cough","year":2023,"lang":"en","type":"article","venue":"BMJ Open Respiratory Research","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia; McGill University; Toronto Metropolitan University; St. Michael's Hospital","funders":"","keywords":"Medicine; COPD; Airway; Spirometry; Chronic cough; Lung; Population; Lung volumes; Internal medicine; Pulmonary disease; Cardiology; Radiology; Asthma; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004848297,0.0003044922,0.0002771914,0.0008975215,0.0003123444,0.0005987918,0.0004484415,0.0006273788,0.003245804],"category_scores_gemma":[0.001978233,0.00009027083,0.0001626477,0.001033444,0.0009649718,0.0002777477,0.0003160591,0.000484386,0.0003166581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004741304,"about_ca_system_score_gemma":0.0006313734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01114335,"about_ca_topic_score_gemma":0.01007,"domain_scores_codex":[0.9997552,0.00005276544,0.00002889243,0.00004083815,0.00007852766,0.00004375978],"domain_scores_gemma":[0.998747,0.0003178591,0.0005467873,0.00004192886,0.0001745608,0.0001717744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001740964,0.0000311178,0.9901032,0.0001637571,0.0000253696,0.0002357378,0.00003709708,0.00007953205,0.001228781,0.00009256964,0.0003532338,0.007475486],"study_design_scores_gemma":[0.000005228449,0.00009720715,0.9980205,0.00005715952,0.00001998482,0.001055913,0.00005439997,0.000126257,0.0001017105,0.000070479,0.0003881865,0.00000295379],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9779093,0.01234837,0.000517888,0.001181206,0.00006764985,0.0001546832,0.001480104,0.00002563168,0.006315163],"genre_scores_gemma":[0.9966912,0.00171986,0.0002748547,0.0001582296,0.0001000068,0.0000366688,0.0006829831,0.000001935445,0.0003341518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01114335,"threshold_uncertainty_score":0.02215701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.234567590610424,"score_gpt":0.4838792642350302,"score_spread":0.2493116736246062,"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."}}