{"id":"W2914028232","doi":"10.3899/jrheum.180922","title":"Juvenile Idiopathic Arthritis: An Idea Whose Time Has Gone?","year":2019,"lang":"en","type":"letter","venue":"The Journal of Rheumatology","topic":"Autoimmune and Inflammatory Disorders Research","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Alabama; University of Alabama at Birmingham","keywords":"Medicine; Arthritis; Rheumatology; Juvenile rheumatoid arthritis; Categorization; Disease; Schema (genetic algorithms); Clinical trial; Rheumatoid arthritis; Physical therapy; Intensive care medicine; Internal medicine; Pediatrics; Artificial intelligence","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002459902,0.0003801216,0.002325171,0.0004460849,0.0001897903,0.00005520268,0.0008708216,0.001052006,0.001155381],"category_scores_gemma":[0.0004758162,0.0002482016,0.0003923939,0.0001743129,0.0004823754,0.0002279036,0.000144995,0.005326975,0.001965957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001132862,"about_ca_system_score_gemma":0.001770791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001355183,"about_ca_topic_score_gemma":0.00001098931,"domain_scores_codex":[0.9955519,0.001012358,0.001724626,0.0002280803,0.0008086195,0.0006743842],"domain_scores_gemma":[0.996602,0.0003665761,0.001480569,0.0009560345,0.0004878477,0.0001070022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004237519,0.00007882447,0.001563769,0.0004060467,0.0003675361,0.0009182998,0.0006531301,0.000005227134,0.0004255477,0.00001712127,0.9916604,0.003480361],"study_design_scores_gemma":[0.002851457,0.00181498,0.0004235758,0.002229317,0.0002283511,0.05913143,0.0002187684,0.0001147214,0.00006121946,0.0003943548,0.9322312,0.0003006389],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.194573,0.0341663,0.0000774166,0.7678651,0.001031672,0.0006034669,0.0000138509,0.00005019472,0.001619054],"genre_scores_gemma":[0.3263057,0.03634586,0.0002401197,0.6058958,0.001815687,0.00003224567,0.0002585136,0.000617801,0.02848832],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1619692,"threshold_uncertainty_score":0.999997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02215983682924057,"score_gpt":0.2720088508797808,"score_spread":0.2498490140505402,"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."}}