{"id":"W4384923092","doi":"10.1183/13993003.00956-2023","title":"Predicting steroid responsiveness using airway smooth muscle in COPD: a HISTORIC study","year":2023,"lang":"en","type":"letter","venue":"European Respiratory Journal","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Airway; COPD; Smooth muscle; Medicine; Pulmonary disease; Internal medicine; Anesthesia","routes":{"ca_aff":true,"ca_fund":false,"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":[0.003389587,0.0004851207,0.0005319136,0.0005811492,0.0005809432,0.0009262806,0.0005442101,0.001593812,0.001822536],"category_scores_gemma":[0.01093963,0.0003501666,0.0005221124,0.0006932555,0.00049364,0.0008334967,0.0003604983,0.001827703,0.001530782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006182574,"about_ca_system_score_gemma":0.0003985239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002862506,"about_ca_topic_score_gemma":0.003719591,"domain_scores_codex":[0.9987268,0.0005711344,0.0001467836,0.0001963608,0.0002632278,0.00009563054],"domain_scores_gemma":[0.9926173,0.003759715,0.0004511022,0.0007176964,0.001697408,0.0007567932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003565881,0.0007790921,0.9404994,0.00009873959,0.0002960986,0.003075238,0.0003366341,0.000185207,0.00185721,0.0001228122,0.01014986,0.03903386],"study_design_scores_gemma":[0.0007516669,0.005166713,0.9609976,0.000233118,0.0006210313,0.008717697,0.000835436,0.0031981,0.0008374762,0.001042169,0.01749531,0.0001035608],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.964884,0.004455826,0.002124776,0.01767933,0.001212127,0.0002674465,0.00159413,0.00006655759,0.007715733],"genre_scores_gemma":[0.9860166,0.001282967,0.001672162,0.007009446,0.00167932,0.0001550262,0.0007826801,0.00003090501,0.00137095],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.003389587,"threshold_uncertainty_score":0.01792604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06728229597322732,"score_gpt":0.3218729505481848,"score_spread":0.2545906545749575,"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."}}