{"id":"W4412337208","doi":"","title":"Validation of methods for predicting long-term outcome in juvenile idiopathic arthritis: results for Canadian and Nordic models in the Nordic JIA cohort.","year":2019,"lang":"en","type":"article","venue":"","topic":"Autoimmune and Inflammatory Disorders Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Juvenile; Term (time); Cohort; Outcome (game theory); Arthritis; Demography; Medicine; Internal medicine; Economics; Biology; Ecology; Sociology; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0228435,0.002447101,0.001361844,0.001925888,0.002433914,0.00237158,0.002394202,0.0009308964,0.001758894],"category_scores_gemma":[0.02886149,0.0005268239,0.002322842,0.001997832,0.000794515,0.0006553081,0.002082355,0.002564647,0.0007036033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00807457,"about_ca_system_score_gemma":0.02497607,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8568544,"about_ca_topic_score_gemma":0.8378218,"domain_scores_codex":[0.9947349,0.002597517,0.0002530391,0.0008336265,0.001079425,0.0005015145],"domain_scores_gemma":[0.9844261,0.006025046,0.001436074,0.001619533,0.005275301,0.001217878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004842472,0.0004371521,0.9137913,0.0003318028,0.004111474,0.0001572008,0.0006046456,0.02223189,0.0005378947,0.0008364425,0.01589682,0.03622083],"study_design_scores_gemma":[0.0008081985,0.0007938056,0.8520513,0.0006144318,0.003096429,0.0005131552,0.001391085,0.129526,0.0008686472,0.001537998,0.008611451,0.000187506],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9485254,0.007126865,0.01408343,0.001481591,0.000534237,0.0003777942,0.02376587,0.0006052808,0.003499547],"genre_scores_gemma":[0.9666391,0.001547934,0.01113558,0.0001804554,0.00009597194,0.0002180957,0.01788135,0.0001931263,0.002108358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1431456,"threshold_uncertainty_score":0.2879772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04930901094220652,"score_gpt":0.3664052731905455,"score_spread":0.317096262248339,"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."}}