{"id":"W3207693252","doi":"10.1016/j.chest.2021.07.1662","title":"BRONCHIAL RHEOPLASTY FOR CHRONIC BRONCHITIS: RESULTS FROM A CANADIAN FEASIBILITY STUDY WITH RHEOX","year":2021,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Spirometry; COPD; Chronic bronchitis; Bronchitis; Internal medicine; Bronchiectasis; Adverse effect; Pulmonary function testing; Bronchus; Airway; Asthma; Lung; Gastroenterology; Respiratory disease; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006523945,0.001100686,0.0009446636,0.0006722795,0.002977456,0.001044857,0.00125941,0.00101571,0.002355426],"category_scores_gemma":[0.004764079,0.0007185997,0.0009260945,0.001602949,0.001832041,0.000978902,0.0008571082,0.001058554,0.0005966776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00997477,"about_ca_system_score_gemma":0.02879955,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7793007,"about_ca_topic_score_gemma":0.8233192,"domain_scores_codex":[0.9970197,0.0009334925,0.000161294,0.0002433396,0.0009138121,0.000728226],"domain_scores_gemma":[0.995694,0.001008038,0.0004070495,0.000228343,0.001574578,0.001087895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.06288986,0.06395265,0.7771863,0.00106444,0.0007523109,0.005784559,0.01334673,0.0009288488,0.01765244,0.0008745621,0.003016938,0.05255033],"study_design_scores_gemma":[0.008297229,0.05247014,0.9234015,0.0001165752,0.0004937316,0.00115184,0.008221718,0.0007732717,0.001159902,0.0001212166,0.003620488,0.0001724361],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953008,0.000308167,0.0001778671,0.000223563,0.00001174644,0.001622834,0.0005120308,0.000005902415,0.001837039],"genre_scores_gemma":[0.9924167,0.001202254,0.001975634,0.000527787,0.00003957599,0.0007827515,0.001141382,0.00001539665,0.001898434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2206993,"threshold_uncertainty_score":0.4439981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02398761225974428,"score_gpt":0.2750997615881647,"score_spread":0.2511121493284204,"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."}}