{"id":"W3082389069","doi":"10.1148/radiol.2020201138","title":"Expanding Applications of Pulmonary MRI in the Clinical Evaluation of Lung Disorders: Fleischner Society Position Paper","year":2020,"lang":"en","type":"article","venue":"Radiology","topic":"Atomic and Subatomic Physics Research","field":"Physics and Astronomy","cited_by":184,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Samsung; British Heart Foundation; Medical Research Council; National Institute for Health and Care Research","keywords":"Medicine; Lung; Radiology; Medical physics; Magnetic resonance imaging; Clinical trial; Position paper; Pathology; Internal medicine","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":[0.05482851,0.001642888,0.0009361356,0.00297336,0.001478134,0.008021421,0.003037359,0.01285962,0.02439622],"category_scores_gemma":[0.03412598,0.0006804928,0.00139977,0.001854087,0.002351092,0.007117673,0.004337406,0.009435978,0.01379146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004059837,"about_ca_system_score_gemma":0.01929666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004079692,"about_ca_topic_score_gemma":0.008518215,"domain_scores_codex":[0.988174,0.003728486,0.0009498794,0.001570897,0.004468561,0.001108124],"domain_scores_gemma":[0.9421557,0.01441283,0.002092062,0.002853132,0.02731379,0.01117252],"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":[0.0002242451,0.0001373313,0.001229605,0.0006011215,0.00003844351,0.0002367961,0.0001861655,0.000485925,0.002577561,0.0166576,0.6249707,0.3526545],"study_design_scores_gemma":[0.0001161652,0.0004080096,0.002300952,0.00167678,0.00005959509,0.000426442,0.0001800467,0.0005689213,0.001847441,0.01328372,0.9790589,0.00007288553],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.003181877,0.06672983,0.01956792,0.7211833,0.1276621,0.0007999993,0.0009187337,0.0006411562,0.05931511],"genre_scores_gemma":[0.05476176,0.2090253,0.08517013,0.206324,0.2313572,0.001612339,0.002130364,0.001401007,0.208218],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.05482851,"threshold_uncertainty_score":0.2899643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04334816316984866,"score_gpt":0.385209692843003,"score_spread":0.3418615296731544,"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."}}