{"id":"W2788594853","doi":"10.1148/radiol.2018171993","title":"Free-breathing Pulmonary MR Imaging to Quantify Regional Ventilation","year":2018,"lang":"en","type":"article","venue":"Radiology","topic":"Atomic and Subatomic Physics Research","field":"Physics and Astronomy","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Western University","keywords":"Medicine; Interquartile range; Ventilation (architecture); Nuclear medicine; Magnetic resonance imaging; Spirometry; Mann–Whitney U test; Asthma; Radiology; 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":[],"consensus_categories":[],"category_scores_codex":[0.0001882459,0.0001045756,0.0001578693,0.00007772154,0.000171871,0.00002085782,0.0002713425,0.00003391784,0.0003347821],"category_scores_gemma":[0.000008716154,0.0001027517,0.0000685975,0.0001318384,0.000123751,0.0001082804,0.0001260056,0.0001636742,0.0003233259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005063733,"about_ca_system_score_gemma":0.00009389377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001604719,"about_ca_topic_score_gemma":0.000001081906,"domain_scores_codex":[0.999067,0.00007194841,0.0001539612,0.0002743116,0.0001042168,0.0003285812],"domain_scores_gemma":[0.99942,0.00007485586,0.00004416834,0.0002977262,0.00006701609,0.0000962702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002340269,0.0001597034,0.3571237,0.00001177069,0.0001486801,0.00003217259,0.00217083,0.00005951969,0.06460804,0.2789213,0.05277934,0.2437509],"study_design_scores_gemma":[0.002305459,0.0001713501,0.1299429,0.0001247055,0.00007670773,0.000234055,0.002408417,0.2816957,0.01949548,0.3793042,0.1826424,0.001598589],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8453628,0.00006169592,0.1313822,0.001368447,0.0003323373,0.0001817085,0.00002793257,0.00004980517,0.02123308],"genre_scores_gemma":[0.9973463,9.328093e-7,0.0004867768,0.0002274056,0.001381884,0.00001551733,0.00004775903,0.00001627854,0.0004771085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2816362,"threshold_uncertainty_score":0.4190091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02571289831023743,"score_gpt":0.312455519848443,"score_spread":0.2867426215382056,"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."}}