{"id":"W130888682","doi":"10.1016/j.acra.2014.08.002","title":"Pulmonary Functional Magnetic Resonance Imaging","year":2014,"lang":"en","type":"article","venue":"Academic Radiology","topic":"Atomic and Subatomic Physics Research","field":"Physics and Astronomy","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital; University of British Columbia; Western University","funders":"Canadian Institutes of Health Research","keywords":"Ventilation (architecture); Magnetic resonance imaging; Spirometry; Medicine; Voxel; Pulmonary function testing; Nuclear medicine; Lung; Mechanical ventilation; Radiology; Asthma; Internal medicine; Physics","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":[0.0005020165,0.0004497478,0.0003864998,0.001071003,0.0005812744,0.0008488965,0.0005349554,0.001440935,0.01273902],"category_scores_gemma":[0.001597824,0.000145841,0.0002725178,0.0005375084,0.0007020162,0.0008444472,0.0003637858,0.001008745,0.002914974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005108441,"about_ca_system_score_gemma":0.0007029946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002277152,"about_ca_topic_score_gemma":0.002334533,"domain_scores_codex":[0.9997528,0.0000392419,0.00002548561,0.0000601571,0.00006120919,0.00006103019],"domain_scores_gemma":[0.9993764,0.0001969384,0.00007431983,0.0001058844,0.0001386934,0.0001078326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001630384,0.0005754024,0.140985,0.001069562,0.0003570207,0.08131952,0.0003882955,0.001732082,0.1663259,0.02055335,0.03249926,0.5525642],"study_design_scores_gemma":[0.0002859344,0.00110925,0.3640883,0.0009848123,0.0005615654,0.2829404,0.0006010772,0.01493342,0.118605,0.02125661,0.194478,0.0001555761],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.4931413,0.04992206,0.09938783,0.02105601,0.001595668,0.0003593875,0.00306375,0.003064972,0.328409],"genre_scores_gemma":[0.9657018,0.005253872,0.007048339,0.002397196,0.001322313,0.00005079188,0.0006207452,0.0001481161,0.01745692],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01273902,"threshold_uncertainty_score":0.04261619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01303754061888784,"score_gpt":0.2619346577102218,"score_spread":0.2488971170913339,"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."}}