{"id":"W4382939707","doi":"10.1183/23120541.00024-2023","title":"The reduction of airway smooth muscle by bronchial thermoplasty stands the test of time","year":2023,"lang":"en","type":"article","venue":"ERJ Open Research","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"Fondation Institut Universitaire de Cardiologie et de Pneumologie de Québec","keywords":"Bronchial thermoplasty; Medicine; Airway; Asthma; Reduction (mathematics); Ablation; Cardiology; Anesthesia; Internal medicine; Airway resistance","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":[0.002192254,0.00007321749,0.0001679618,0.00006749309,0.0003675389,0.00004252581,0.0004928667,0.00004964312,0.0004682053],"category_scores_gemma":[0.0007642173,0.00003487753,0.00006484013,0.0006771886,0.0006151597,0.00006182354,0.0003333915,0.0002697496,0.0001490721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003712282,"about_ca_system_score_gemma":0.0003895918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001652025,"about_ca_topic_score_gemma":0.00001286528,"domain_scores_codex":[0.998216,0.0002922915,0.0002252012,0.0001764094,0.0007949842,0.0002951245],"domain_scores_gemma":[0.9982436,0.0008313447,0.00006484397,0.000499542,0.0002662286,0.00009444827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009694662,0.0003828047,0.003222362,0.0000804809,0.00005580733,0.0000117641,0.0006762985,0.00001151079,0.2758273,0.0001534197,0.5994673,0.1191414],"study_design_scores_gemma":[0.003146125,0.002984173,0.2076706,0.0002919447,0.00005229106,0.000008475032,0.007348867,0.0005911604,0.07511967,0.000418016,0.7021745,0.0001941923],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9687589,0.000578022,0.000001917592,0.004098429,0.00008606006,0.00118577,0.00009703045,0.00002195958,0.02517195],"genre_scores_gemma":[0.9689072,0.0001974475,0.000005969125,0.000018623,0.0001506026,0.00005896166,0.00001596679,0.00002006077,0.03062519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2044482,"threshold_uncertainty_score":0.512652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05054510857876143,"score_gpt":0.3795861707359025,"score_spread":0.329041062157141,"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."}}