{"id":"W4409069459","doi":"10.3899/jrheum.2025-0142","title":"Dr. Yoshida et al reply","year":2025,"lang":"fr","type":"letter","venue":"The Journal of Rheumatology","topic":"Hematological disorders and diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Japan Society for the Promotion of Science","keywords":"Medicine","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":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002239102,0.0005397098,0.002276966,0.000315861,0.0001737635,0.00003668974,0.0009355872,0.0007661821,0.001624453],"category_scores_gemma":[0.00905334,0.000317287,0.0006040636,0.0003351266,0.0008150509,0.00008349129,0.0002572376,0.005106726,0.0003916322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001173111,"about_ca_system_score_gemma":0.001156715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003305564,"about_ca_topic_score_gemma":0.00003852955,"domain_scores_codex":[0.9945275,0.001620531,0.002061754,0.0002826431,0.0006197334,0.0008878305],"domain_scores_gemma":[0.9862732,0.01063538,0.001582124,0.0007192243,0.0005547816,0.0002353311],"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":[0.0004891266,0.0002386131,0.03022923,0.000569001,0.0007032586,0.001311944,0.0003718362,0.00002525303,0.000007916671,0.006263902,0.9586982,0.001091735],"study_design_scores_gemma":[0.001930257,0.001042535,0.001062929,0.003865163,0.0009517733,0.03685474,0.0004214014,0.0000684893,0.00001535075,0.004702839,0.9488189,0.000265642],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02013184,0.02180298,0.002300505,0.9428118,0.006367977,0.000314409,0.00002889866,0.00002084484,0.006220762],"genre_scores_gemma":[0.01786497,0.04933854,0.000416961,0.927164,0.0001665913,0.000005108936,0.00002826119,0.00004633643,0.004969295],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03554279,"threshold_uncertainty_score":0.9999279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02254343601681414,"score_gpt":0.3057786339889247,"score_spread":0.2832351979721106,"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."}}