{"id":"W4281628185","doi":"10.1055/a-1779-7491","title":"Vergleich von Klassifikationssystemen der juvenilen idiopathischen Arthritis mit der „Research in Arthritis in Canadian Children, Emphasizing Outcomes (ReACCh-Out)”-Kohorte","year":2022,"lang":"de","type":"article","venue":"Arthritis und Rheuma","topic":"Autoimmune and Inflammatory Disorders Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Gynecology; Arthritis; Internal medicine","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":[0.007178578,0.0009515147,0.002647301,0.002549374,0.001226004,0.002207141,0.001408247,0.001068326,0.006843217],"category_scores_gemma":[0.02768195,0.0003078798,0.004325327,0.004633007,0.0007100909,0.001270382,0.001496802,0.001928239,0.0005591508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005356094,"about_ca_system_score_gemma":0.01319611,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2578118,"about_ca_topic_score_gemma":0.3097329,"domain_scores_codex":[0.9906315,0.001770481,0.001287253,0.001099984,0.004177782,0.001033117],"domain_scores_gemma":[0.9815959,0.006846385,0.004286398,0.0007744683,0.005224705,0.001272124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008441746,0.0002180862,0.9212934,0.002745729,0.00883259,0.0001461529,0.00071637,0.000785043,0.0002870465,0.0006289934,0.008611345,0.04729348],"study_design_scores_gemma":[0.0003458344,0.000941986,0.9821063,0.0009595606,0.004546363,0.0003019885,0.001180285,0.0008508333,0.0001625073,0.0003463009,0.00817294,0.00008521123],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8711032,0.05592075,0.002990095,0.001628177,0.0007704393,0.001321644,0.05368732,0.0001452799,0.01243305],"genre_scores_gemma":[0.9585218,0.007436722,0.003765841,0.0005128038,0.0002780799,0.0007694607,0.02701489,0.00007203396,0.001628306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7421882,"threshold_uncertainty_score":0.5126224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03326978279692008,"score_gpt":0.3239220142476779,"score_spread":0.2906522314507578,"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."}}