{"id":"W4206008291","doi":"10.1111/resp.14197","title":"Pulmonary functional <scp>MRI</scp>: Detecting the <scp>structure–function</scp> pathologies that drive asthma symptoms and <scp>quality of life</scp>","year":2022,"lang":"en","type":"review","venue":"Respirology","topic":"Atomic and Subatomic Physics Research","field":"Physics and Astronomy","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia; Western University","funders":"National Heart, Lung, and Blood Institute; Cystic Fibrosis Canada; Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Michael Smith Health Research BC; Cystic Fibrosis Foundation","keywords":"Medicine; Asthma; Function (biology); Pulmonary function testing; Immunology; Cell biology; Internal medicine; Biology","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":[0.0003665304,0.0003752302,0.0002404798,0.0007535068,0.0001475896,0.0005648271,0.0002732818,0.0009431703,0.0021139],"category_scores_gemma":[0.0003720731,0.0001918686,0.000210675,0.0003321537,0.0004458642,0.0004753402,0.0002827483,0.0005064882,0.000418736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002351553,"about_ca_system_score_gemma":0.0002300976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001142737,"about_ca_topic_score_gemma":0.001140971,"domain_scores_codex":[0.9999038,0.00002285738,0.000006817537,0.00001659255,0.00003422365,0.00001576748],"domain_scores_gemma":[0.9998294,0.00004740656,0.00004132982,0.000009865249,0.00004466901,0.0000272421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00064139,0.00008751221,0.03200787,0.00112391,0.0001631353,0.002091082,0.00006529287,0.002074777,0.8491679,0.001061711,0.006241699,0.1052737],"study_design_scores_gemma":[0.0001063617,0.001201571,0.4023382,0.0005864452,0.0004716113,0.02346098,0.0003259415,0.03590756,0.5102061,0.003350215,0.02188512,0.0001598219],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.8487303,0.04545278,0.08089612,0.004274543,0.0002101334,0.0002402007,0.002348394,0.00141029,0.01643715],"genre_scores_gemma":[0.9725003,0.008405047,0.01441825,0.0007595615,0.0002217394,0.00007735042,0.0007603898,0.0000756903,0.002781676],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.0021139,"threshold_uncertainty_score":0.007071733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05776921179306727,"score_gpt":0.312167671508935,"score_spread":0.2543984597158677,"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."}}