{"id":"W7133029245","doi":"","title":"Development and Validation of the Juvenile Idiopathic Arthritis Magnetic Resonance Imaging - Sacroiliac Joint Scoring System (JAMRIS-SIJ)","year":2023,"lang":"","type":"dissertation","venue":"TSpace","topic":"Autoimmune and Inflammatory Disorders Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Health Canada; Hospital for Sick Children","keywords":"Magnetic resonance imaging; Sacroiliac joint; Enthesitis; Arthritis; Sacroiliitis; Synovitis; Scoring system; Inflammatory arthritis","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":[0.06144598,0.0006331936,0.0008409698,0.003768689,0.0009894223,0.002248218,0.001496054,0.0006444249,0.002331198],"category_scores_gemma":[0.09180652,0.0004766874,0.002379981,0.002428508,0.000812367,0.0009694688,0.002429326,0.001261904,0.0006153302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001508286,"about_ca_system_score_gemma":0.006785573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002202119,"about_ca_topic_score_gemma":0.005304075,"domain_scores_codex":[0.9614737,0.0182344,0.005144547,0.001809123,0.01273595,0.00060226],"domain_scores_gemma":[0.9402588,0.01998138,0.00654345,0.00341165,0.02891537,0.0008893742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009186214,0.001045959,0.5910026,0.002630252,0.001055124,0.0001653817,0.005610792,0.002487925,0.00538893,0.005023964,0.009171158,0.3754993],"study_design_scores_gemma":[0.0005251575,0.005778444,0.8926135,0.004708081,0.001546037,0.0007070826,0.007308464,0.0162422,0.01509593,0.004274329,0.05098116,0.0002196265],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8751816,0.003282373,0.07743809,0.001761778,0.0008224424,0.01847053,0.005862459,0.0002455443,0.01693508],"genre_scores_gemma":[0.7206652,0.00185769,0.251131,0.0003679553,0.0001541852,0.01578416,0.007350482,0.0001078739,0.002581489],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.06144598,"threshold_uncertainty_score":0.3249613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02380626877156387,"score_gpt":0.2972166459395614,"score_spread":0.2734103771679975,"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."}}