{"id":"W2031989935","doi":"10.1016/j.acra.2013.02.020","title":"Pulmonary Functional Imaging Using Hyperpolarized Noble Gas MRI","year":2013,"lang":"en","type":"review","venue":"Academic Radiology","topic":"Atomic and Subatomic Physics Research","field":"Physics and Astronomy","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; Robarts Clinical Trials","funders":"Canadian Institutes of Health Research; University of Virginia; University of Wisconsin-Madison","keywords":"Tolerability; Medicine; Deliverable; Noble gas; Medical physics; Magnetic resonance imaging; Psychological intervention; Clinical trial; Radiology; Internal medicine; Adverse effect; Psychiatry","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","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004330461,0.0006096099,0.001935045,0.0005605308,0.0002446654,0.00003251094,0.0007578002,0.0005641233,0.001344155],"category_scores_gemma":[0.00001418851,0.0005161272,0.0006483574,0.0006105326,0.0003009392,0.0002585889,0.0003520735,0.003132949,0.001072147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002589318,"about_ca_system_score_gemma":0.001114818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000285782,"about_ca_topic_score_gemma":4.092929e-8,"domain_scores_codex":[0.996675,0.0004895422,0.0008553094,0.0008104276,0.0002364443,0.0009333084],"domain_scores_gemma":[0.9982525,0.000510873,0.0004572048,0.0004839723,0.00007015833,0.0002253159],"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":[0.000005538747,0.00002387894,0.0005021347,0.0004175769,0.0003405419,0.00001018426,0.00002441599,0.000008231214,0.000170317,0.00677338,0.007334605,0.9843892],"study_design_scores_gemma":[0.000223661,0.000003269866,0.000002020779,0.000660999,0.0003183506,0.0003769161,0.00005373946,0.01273908,0.000003659725,0.008308381,0.976763,0.0005469449],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009877021,0.9790437,0.01090459,0.00005807013,0.0005712262,0.0007481943,0.00008001283,0.00005381783,0.008441666],"genre_scores_gemma":[0.0004282488,0.9939182,0.0003418562,0.00006011308,0.002930764,0.0002053252,0.0006101435,0.0001230694,0.001382228],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9838423,"threshold_uncertainty_score":0.999729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08157698122392866,"score_gpt":0.3615247891022407,"score_spread":0.279947807878312,"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."}}