{"id":"W4393041494","doi":"10.1038/s41584-024-01106-8","title":"Reply to: Current classification criteria underestimate the incidence of idiopathic inflammatory myopathies by ignoring subgroups","year":2024,"lang":"en","type":"review","venue":"Nature Reviews Rheumatology","topic":"Inflammatory Myopathies and Dermatomyositis","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Faculty of Health and Medical Sciences, University of Western Australia; University of Adelaide; University of Manchester; McGill University","keywords":"Medicine; Incidence (geometry); Internal medicine; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006856079,0.001271919,0.003271043,0.002376323,0.001043349,0.002563994,0.002250519,0.01195641,0.005919627],"category_scores_gemma":[0.03963722,0.0008681911,0.001768556,0.001927612,0.002412398,0.005305724,0.002248519,0.02016548,0.00771147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001381813,"about_ca_system_score_gemma":0.003491042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003403801,"about_ca_topic_score_gemma":0.004194214,"domain_scores_codex":[0.996403,0.0008982202,0.001173693,0.0004901146,0.0008010572,0.0002340034],"domain_scores_gemma":[0.9743715,0.0137003,0.001948014,0.0006595608,0.008169717,0.001150854],"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":[0.00008000308,0.000009995488,0.0002848578,0.0006706601,0.00005526214,0.0001032684,0.00005104463,0.00003701191,0.00009032587,0.0005375124,0.9807065,0.01737345],"study_design_scores_gemma":[0.0002337593,0.00007079321,0.002625692,0.002169283,0.0001933895,0.001117568,0.0002479107,0.0001680915,0.0001825641,0.003547767,0.9893226,0.000120559],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001812333,0.03457648,0.000325231,0.7458366,0.2178916,0.00002571705,0.0005817253,0.00006823689,0.0005131209],"genre_scores_gemma":[0.00143457,0.02992922,0.0004292502,0.7909816,0.1743504,0.00007629098,0.0003037965,0.00004966763,0.00244516],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01195641,"threshold_uncertainty_score":0.03625888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04208948776416954,"score_gpt":0.3830100524038008,"score_spread":0.3409205646396312,"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."}}