{"id":"W4406741025","doi":"10.1177/22143602251315376","title":"Inflammatory myopathy with abundant macrophage [IMAM]: Systemic analysis and pathological approach to distinguish it from dermatomyositis","year":2025,"lang":"en","type":"review","venue":"Journal of Neuromuscular Diseases","topic":"Inflammatory Myopathies and Dermatomyositis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dermatomyositis; CD68; Pathology; Inflammatory myopathy; Juvenile dermatomyositis; Myopathy; Pathological; Immunohistochemistry","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":[0.005451798,0.0006246352,0.00194347,0.01762665,0.0004549942,0.001351426,0.0006891181,0.0006225049,0.0013347],"category_scores_gemma":[0.006978084,0.0002614861,0.001518171,0.0110863,0.0008146022,0.001311635,0.0008566068,0.0003605876,0.0002142331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005542146,"about_ca_system_score_gemma":0.001947094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000825892,"about_ca_topic_score_gemma":0.003161725,"domain_scores_codex":[0.9970227,0.0007546753,0.001381928,0.0002564191,0.0005121917,0.00007210862],"domain_scores_gemma":[0.9901198,0.003835731,0.004562821,0.0002377272,0.00104228,0.0002015322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"systematic_review","study_design_scores_codex":[0.001479452,0.0001319324,0.4946802,0.234479,0.005840428,0.006574872,0.001319209,0.0003816987,0.007647992,0.001506503,0.003658464,0.2423002],"study_design_scores_gemma":[0.0004170142,0.00205376,0.715087,0.13103,0.02192235,0.0616454,0.006814572,0.001478272,0.00432823,0.004245631,0.05076618,0.0002115193],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1059692,0.8842748,0.002955548,0.001029207,0.0001974769,0.0006865665,0.001792163,0.00003265921,0.003062506],"genre_scores_gemma":[0.669848,0.3034722,0.02098236,0.001178342,0.0006383031,0.001041652,0.002251097,0.00001806461,0.0005700745],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01762665,"threshold_uncertainty_score":0.0288322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01134776763884462,"score_gpt":0.2746180283375305,"score_spread":0.2632702606986859,"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."}}