{"id":"W4386253844","doi":"10.1111/jdv.19478","title":"Risk factors for malignancy in adult‐onset dermatomyositis","year":2023,"lang":"en","type":"letter","venue":"Journal of the European Academy of Dermatology and Venereology","topic":"Inflammatory Myopathies and Dermatomyositis","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Toronto","funders":"","keywords":"Medicine; Malignancy; Dermatomyositis; Internal medicine; Retrospective cohort study; Myositis","routes":{"ca_aff":true,"ca_fund":false,"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":[0.000233336,0.0001581179,0.0002912395,0.0005689852,0.0005136915,0.0003511099,0.0001979011,0.001824986,0.003998118],"category_scores_gemma":[0.00272344,0.0001312174,0.0001888596,0.0008119731,0.0002170488,0.0003780739,0.0001648532,0.001126788,0.0005788576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003100641,"about_ca_system_score_gemma":0.000383605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002840788,"about_ca_topic_score_gemma":0.003934093,"domain_scores_codex":[0.9997779,0.00007178529,0.00002703348,0.00002399109,0.0000595883,0.00003969883],"domain_scores_gemma":[0.9991137,0.0004133047,0.0001773602,0.00004309548,0.00010467,0.0001478487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004793983,0.00027055,0.8215834,0.0001413166,0.00005404692,0.08280571,0.0004748954,0.0002713999,0.002123439,0.002177788,0.05640171,0.03321631],"study_design_scores_gemma":[0.000109576,0.0003577429,0.7716397,0.0004497716,0.00007871717,0.1807608,0.00114146,0.001620138,0.0005089253,0.003678677,0.03960996,0.00004444595],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.7189304,0.02073603,0.0008961728,0.171542,0.002774987,0.0000641471,0.001373311,0.0001152405,0.08356777],"genre_scores_gemma":[0.9734371,0.004276019,0.00042177,0.01091359,0.004452588,0.00003097524,0.0002539499,0.00001217925,0.006201767],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.003998118,"threshold_uncertainty_score":0.0133751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0176532431656888,"score_gpt":0.2652864781114795,"score_spread":0.2476332349457907,"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."}}