{"id":"W4389731945","doi":"10.1148/ryct.230054","title":"Specific Ventilation in Severe Asthma Evaluated with Noncontrast Tidal Breathing <sup>1</sup>H MRI","year":2023,"lang":"en","type":"article","venue":"Radiology Cardiothoracic Imaging","topic":"Atomic and Subatomic Physics Research","field":"Physics and Astronomy","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Lakeshore General Hospital; McGill University Health Centre; St. Joseph’s Healthcare Hamilton","funders":"Canada Research Chairs; Teva Pharmaceutical Industries","keywords":"Medicine; Asthma; Ventilation (architecture); Nuclear medicine; Breathing; Anesthesia; Internal medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001019455,0.000274537,0.0005244077,0.0003183972,0.0002037844,0.00008086706,0.0002484515,0.00006552137,0.0001320767],"category_scores_gemma":[0.000007629484,0.0002603641,0.0001545887,0.0007863911,0.0001657357,0.0003408141,0.000096093,0.0005609248,0.000262256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002579249,"about_ca_system_score_gemma":0.000260335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001150752,"about_ca_topic_score_gemma":9.077666e-7,"domain_scores_codex":[0.9976386,0.000357108,0.0003377533,0.000581909,0.000306569,0.0007780586],"domain_scores_gemma":[0.9991435,0.0001809969,0.00009258164,0.000377868,0.00009511647,0.0001099224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002989971,0.00006229593,0.5005262,0.0000347108,0.000331376,0.0003936347,0.003353258,0.1137908,0.001865569,0.001310224,0.003985451,0.3740474],"study_design_scores_gemma":[0.002017997,0.00002074177,0.02873948,0.0001120075,0.00003665714,0.0001915349,0.002584846,0.9606466,0.0004917482,0.001972867,0.002610071,0.0005754125],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8909392,0.0002380712,0.09341253,0.0003808157,0.0001635286,0.0005189251,0.00004863721,0.0001859666,0.01411234],"genre_scores_gemma":[0.9984137,0.0000138905,0.000296471,0.00002772644,0.0005707173,0.00005230135,0.0002318998,0.00005703638,0.000336304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8468558,"threshold_uncertainty_score":0.9999849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01244083987455472,"score_gpt":0.2877085523517403,"score_spread":0.2752677124771856,"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."}}