{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.006910492,0.001034022,0.002501077,0.004485802,0.002389788,0.0004922288,0.001299514,0.0006747402,0.003673129],"category_scores_gemma":[0.001046073,0.001279516,0.0005108843,0.00312191,0.0007365973,0.0009865888,0.001005831,0.00450286,0.002136906],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003156188,"about_ca_system_score_gemma":0.006694455,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4059757,"about_ca_topic_score_gemma":0.7657885,"domain_scores_codex":[0.9836385,0.003106847,0.00345998,0.002012488,0.003146745,0.004635441],"domain_scores_gemma":[0.9952512,0.0006209916,0.0004542808,0.001775633,0.0005147642,0.001383117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001596578,0.0008000885,0.7471873,0.0001508218,0.0007997983,0.003630011,0.005580092,0.0001414144,0.0001336213,0.001163326,0.005912468,0.2343414],"study_design_scores_gemma":[0.02313,0.00143447,0.7371795,0.009434073,0.0001360167,0.0003710637,0.006981077,0.0008191016,0.0001948801,0.0006984875,0.2175234,0.002097915],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5132567,0.4732517,0.000005444828,0.004962438,0.001457659,0.003081935,0.0003589558,0.00009384377,0.003531299],"genre_scores_gemma":[0.8892936,0.1055301,0.00005475834,0.0005078259,0.0003065354,0.001731102,0.0008422111,0.0002729938,0.001460951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3760369,"threshold_uncertainty_score":0.9989654,"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."}}