{"id":"W7136384008","doi":"10.1684/dmg.2025.820","title":"A dermatomyositis like no other…","year":2025,"lang":"fr","type":"other","venue":"Cairn.info","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dermatomyositis; MEDLINE; Polymyositis","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0003452041,0.00164796,0.001619055,0.001062653,0.0002825664,0.0003890386,0.001528786,0.001812001,0.4442898],"category_scores_gemma":[0.0003966951,0.00189342,0.0008711921,0.001084613,0.0007739903,0.0002837441,0.0005601437,0.001123019,0.6595039],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006348756,"about_ca_system_score_gemma":0.001774284,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0167732,"about_ca_topic_score_gemma":0.006528738,"domain_scores_codex":[0.9945497,0.0003680655,0.001082695,0.001399219,0.0009280353,0.001672273],"domain_scores_gemma":[0.9954335,0.0003173251,0.0007768385,0.002265817,0.0005553481,0.0006511739],"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":[0.00007909261,0.0002392522,0.00184786,0.001163707,0.001067561,0.0005356648,0.001713737,0.00002099773,0.0003814569,0.03551538,0.9486098,0.008825469],"study_design_scores_gemma":[0.001709625,0.00008937666,0.001022669,0.003663991,0.0006046749,0.0001658045,0.0000681792,0.0003026577,0.0003159117,0.0001899025,0.9901311,0.001736144],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001238858,0.011163,0.0006554515,0.0008805379,0.006340802,0.001497662,0.003254466,0.001029709,0.9750545],"genre_scores_gemma":[0.0002015124,0.0003665516,0.002828857,0.003807831,0.002128561,0.0002084291,0.000170566,0.001900004,0.9883877],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2152141,"threshold_uncertainty_score":0.9996268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005472165796266109,"score_gpt":0.2301307683184504,"score_spread":0.2246586025221843,"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."}}