{"id":"W4407573694","doi":"10.1016/j.chest.2025.02.004","title":"Does the Reversal and Normalization of Airway and Pulmonary Vascular Remodeling Accompany Asthma Remission?","year":2025,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Robarts Clinical Trials; Western University","funders":"Canadian Institutes of Health Research; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Normalization (sociology); Asthma; Medicine; Airway; Cardiology; Internal medicine; Anesthesia","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001568665,0.0002519255,0.001375466,0.0003291301,0.0004631167,0.0008267353,0.0004836346,0.00290681,0.005040148],"category_scores_gemma":[0.004966367,0.0001783623,0.0005074704,0.0002634879,0.0007939583,0.001620501,0.0003064659,0.002405018,0.00148854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004483735,"about_ca_system_score_gemma":0.0007205036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001002652,"about_ca_topic_score_gemma":0.00270238,"domain_scores_codex":[0.9994395,0.0001185888,0.00006696909,0.0000713031,0.0001445046,0.000159039],"domain_scores_gemma":[0.9974227,0.0009910577,0.0008037213,0.000174973,0.0002165441,0.0003909467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.02194298,0.003776529,0.3255581,0.001322437,0.0006003799,0.006035178,0.0004536957,0.0004274149,0.06464758,0.004090107,0.01198038,0.5591652],"study_design_scores_gemma":[0.0008072393,0.006747745,0.9455274,0.0003567183,0.0002796273,0.007424871,0.0009278973,0.0006727376,0.009131461,0.003131835,0.02492912,0.00006327745],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8361576,0.07190441,0.002947402,0.06393398,0.003518079,0.0002655382,0.0007521854,0.0003761046,0.02014464],"genre_scores_gemma":[0.9720639,0.01226548,0.001335479,0.005087373,0.00395954,0.00006683662,0.0004495403,0.00003069646,0.004741248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005040148,"threshold_uncertainty_score":0.01686096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007586760781932164,"score_gpt":0.2555573665525193,"score_spread":0.2479706057705871,"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."}}