{"id":"W4393949606","doi":"10.1016/j.rcl.2024.03.003","title":"Update on MRI in Rheumatic Diseases","year":2024,"lang":"en","type":"review","venue":"Radiologic Clinics of North America","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Radiology","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002688911,0.0004703453,0.00360289,0.0005303809,0.00003262823,0.00001993688,0.0003684882,0.0001825846,0.0001701172],"category_scores_gemma":[0.0008933097,0.0003003739,0.0009555029,0.0007258155,0.0004513918,0.00003286417,0.0001148042,0.0009756178,0.0008072344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009211877,"about_ca_system_score_gemma":0.0005714748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001542537,"about_ca_topic_score_gemma":0.00001067372,"domain_scores_codex":[0.9968281,0.0003244051,0.001406962,0.0006000124,0.0003679982,0.0004725663],"domain_scores_gemma":[0.9974287,0.001070085,0.000458438,0.0007328223,0.00005092731,0.000258994],"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":[0.00005878074,0.0002678327,0.0008450028,0.009104406,0.0003925578,0.0002250685,0.00001977475,0.000004228576,2.271612e-9,0.0000582834,0.005219203,0.9838049],"study_design_scores_gemma":[0.0004189799,0.001174198,0.0004970711,0.02419798,0.0001803463,0.00005546032,0.00001160914,0.00004711261,5.851953e-9,0.0002499333,0.9729142,0.0002531091],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005347577,0.9972191,0.000006794327,0.0001986969,0.0002518173,0.001009467,0.0003628071,0.00008000061,0.0003365332],"genre_scores_gemma":[0.000457476,0.9980113,0.000204059,0.0001714798,0.00008954127,0.0001552496,0.0007477058,0.00005904691,0.0001041238],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9835517,"threshold_uncertainty_score":0.9999707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04800599323081519,"score_gpt":0.3845076486078573,"score_spread":0.3365016553770421,"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."}}