{"id":"W6939269899","doi":"10.6084/m9.figshare.11330114.v1","title":"MOESM1 of Validation of prediction models of severe disease course and non-achievement of remission in juvenile idiopathic arthritis: part 1—results of the Canadian model in the Nordic cohort","year":2019,"lang":"en","type":"article","venue":"Figshare","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cohort; Cluster (spacecraft); Disease; Cohort study; Outcome (game theory); Juvenile; Model validation","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":[0.01601852,0.003155648,0.002236378,0.002226654,0.002566827,0.00292905,0.00633972,0.001578519,0.07152508],"category_scores_gemma":[0.04091261,0.001081724,0.005053291,0.0019755,0.0008103923,0.0008248652,0.002160012,0.002901317,0.01389121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00684345,"about_ca_system_score_gemma":0.020736,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7615601,"about_ca_topic_score_gemma":0.7653052,"domain_scores_codex":[0.9965277,0.001275647,0.0001844411,0.0009366542,0.0006081444,0.0004674084],"domain_scores_gemma":[0.9836776,0.01014422,0.0004932048,0.001399795,0.003512964,0.0007721529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.005170133,0.00031763,0.2226862,0.001264941,0.005238836,0.0003252146,0.0003789038,0.03635849,0.0003375449,0.002067848,0.6846539,0.0412004],"study_design_scores_gemma":[0.009284548,0.001157858,0.5128053,0.002846759,0.008006999,0.0006803924,0.001699632,0.239064,0.002443881,0.00577485,0.2156434,0.0005923524],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.1157401,0.001115671,0.008728097,0.001247922,0.0005714243,0.0006530621,0.8632174,0.002087894,0.00663852],"genre_scores_gemma":[0.2861889,0.000491681,0.01842999,0.0003823058,0.0001781236,0.001620246,0.6713434,0.001951068,0.01941435],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7615601,"threshold_uncertainty_score":0.4796881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01943157381531289,"score_gpt":0.24792902042919,"score_spread":0.2284974466138771,"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."}}