{"id":"W2114577394","doi":"10.3899/jrheum.080432","title":"Development and Testing of Reduced Joint Counts in Juvenile Idiopathic Arthritis","year":2009,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Autoimmune and Inflammatory Disorders Research","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Ankle; Elbow; Joint (building); Arthritis; Wrist; Finger joint; Physical therapy; Surgery; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008063948,0.0007902578,0.0005214558,0.001900687,0.0003258708,0.0006472872,0.0008623712,0.0005811742,0.0008813252],"category_scores_gemma":[0.02907013,0.0002675234,0.0006776603,0.0007755964,0.0007473137,0.0006429937,0.001136501,0.0006548872,0.000381385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006171059,"about_ca_system_score_gemma":0.001161896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002463786,"about_ca_topic_score_gemma":0.002767276,"domain_scores_codex":[0.9896713,0.003872626,0.001116967,0.000756941,0.004235244,0.00034688],"domain_scores_gemma":[0.9843804,0.00579456,0.004408889,0.000809958,0.004104006,0.0005022601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008670426,0.0006073518,0.9144684,0.0002991748,0.000169096,0.0002311067,0.0006318544,0.001999074,0.00605697,0.0002414713,0.0008569813,0.07357146],"study_design_scores_gemma":[0.0001122703,0.004549361,0.9787574,0.0001169914,0.0001239542,0.0007942778,0.0003805638,0.00535365,0.006397778,0.0003531736,0.003024983,0.00003555601],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867482,0.000610046,0.00743357,0.0001565839,0.00005263971,0.0005454392,0.0006031416,0.0001624407,0.003687959],"genre_scores_gemma":[0.9757597,0.0002319778,0.02198551,0.00006999944,0.00001947785,0.0006163644,0.0008446416,0.00001863893,0.0004537852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008063948,"threshold_uncertainty_score":0.04264671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03366910792640496,"score_gpt":0.2819704519844258,"score_spread":0.2483013440580209,"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."}}