{"id":"W2896045014","doi":"10.1016/j.mric.2018.06.008","title":"Magnetic Resonance Imaging in Rheumatology","year":2018,"lang":"en","type":"review","venue":"Magnetic Resonance Imaging Clinics of North America","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Mundipharma; Janssen Biotech; GlaxoSmithKline foundation; Parexel; UCB; NoVo Foundation; Celgene; British Microcirculation Society; Hospira; Boehringer Ingelheim; Wyeth; Roche; Orion Corporation; AbbVie; Merck; BioClinica; Regeneron Pharmaceuticals; Novartis; Pfizer","keywords":"Medicine; Rheumatology; Magnetic resonance imaging; Gout; Osteoarthritis; Arthritis; Radiology; Internal medicine; Pathology; Alternative 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007616585,0.0009932304,0.004485115,0.000973642,0.0001336272,0.00007696324,0.001089077,0.0001994246,0.0005014391],"category_scores_gemma":[0.001828873,0.0009160339,0.0008689028,0.001638993,0.002452366,0.000177615,0.0004500814,0.001420713,0.0004200061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000157401,"about_ca_system_score_gemma":0.001445597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004329238,"about_ca_topic_score_gemma":0.0001248105,"domain_scores_codex":[0.9921906,0.0005880664,0.003151454,0.001536159,0.000953753,0.00157994],"domain_scores_gemma":[0.9950266,0.001211544,0.001035548,0.001846377,0.0004520073,0.0004279444],"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":[0.0001203618,0.0002443427,0.09051163,0.003470265,0.00001079264,0.0003786898,0.0001390643,1.562136e-7,1.078708e-7,0.00001050083,0.002829918,0.9022841],"study_design_scores_gemma":[0.001776824,0.0006868982,0.01831955,0.02800093,0.00006846889,0.0006362969,0.00003894812,0.0004220022,1.542138e-7,0.00007778403,0.9492954,0.0006767574],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006030462,0.9955286,0.00002540148,0.0003230257,0.0004340752,0.001589239,0.000165917,0.0001125364,0.001218185],"genre_scores_gemma":[0.0002959717,0.9951175,0.002898482,0.0002438538,0.0001134642,0.0002795657,0.0001527633,0.0002154838,0.0006828615],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9464655,"threshold_uncertainty_score":0.999329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02267888391712604,"score_gpt":0.3373602989212386,"score_spread":0.3146814150041126,"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."}}