{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008929718,0.00004158859,0.0003275489,0.00009943669,0.0000242412,0.00000184322,0.00004918761,0.00003699498,0.00002484733],"category_scores_gemma":[0.0003369606,0.00002765324,0.00001631742,0.00008487389,0.00005005124,0.00002597734,0.00001367353,0.0002023439,0.000005908993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001993143,"about_ca_system_score_gemma":0.0002885954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001144837,"about_ca_topic_score_gemma":0.000004002027,"domain_scores_codex":[0.9991868,0.00005282991,0.0005116193,0.00003120079,0.0001181623,0.00009939282],"domain_scores_gemma":[0.9995714,0.00004155494,0.0002144959,0.00006245863,0.00008450777,0.00002551266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006637111,0.0003310071,0.1312168,0.0003408363,0.0001106259,0.000210362,0.009332567,0.00001802437,0.09673224,0.001112141,0.002305852,0.7576258],"study_design_scores_gemma":[0.0112883,0.002915296,0.849526,0.009314437,0.00006733079,0.05457594,0.004837029,0.0006405735,0.04736615,0.003840739,0.01524042,0.0003877507],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933303,0.004821869,0.00001657021,0.0007404022,0.00003119774,0.00004734488,7.735471e-8,0.000002320973,0.001009908],"genre_scores_gemma":[0.9984122,0.0009835078,0.0005240941,0.00004073283,0.000002201126,3.111567e-7,1.261172e-7,0.000003047935,0.00003379118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7572381,"threshold_uncertainty_score":0.1127666,"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."}}