{"id":"W2990591993","doi":"10.1136/annrheumdis-2019-216452","title":"Risk of malignancy in patients treated for systemic necrotising vasculitis","year":2019,"lang":"en","type":"letter","venue":"Annals of the Rheumatic Diseases","topic":"Vasculitis and related conditions","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Medicine; Malignancy; Cyclophosphamide; Vasculitis; Internal medicine; Population; Clinical endpoint; Systemic vasculitis; Dermatology; Clinical trial; Surgery; Disease; Chemotherapy","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":[0.0002475744,0.0001420643,0.0004216098,0.000566377,0.000876463,0.0009417165,0.0002861122,0.003346536,0.005187685],"category_scores_gemma":[0.003950162,0.0002093215,0.000446064,0.000666091,0.000363257,0.0004424713,0.0002602894,0.002829163,0.0006561636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006021165,"about_ca_system_score_gemma":0.0007361412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002453206,"about_ca_topic_score_gemma":0.003592915,"domain_scores_codex":[0.9996035,0.0001551407,0.00003413925,0.00003417417,0.00007440175,0.00009886031],"domain_scores_gemma":[0.9984608,0.0006368635,0.0002552084,0.00006729866,0.0001229775,0.0004568908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001009011,0.0003484616,0.8856066,0.0001186923,0.0001412513,0.04559387,0.0005008534,0.000312643,0.001341557,0.001354217,0.04200657,0.02166628],"study_design_scores_gemma":[0.0004009189,0.001419092,0.7228905,0.0006097646,0.0004224481,0.219033,0.002975642,0.003135478,0.0008360964,0.007301801,0.04086329,0.0001120316],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7163413,0.01085212,0.0005260433,0.2006813,0.003623722,0.00004663775,0.0006271563,0.0000871657,0.06721463],"genre_scores_gemma":[0.9643383,0.002384688,0.0003163819,0.02437321,0.004885849,0.00001952271,0.0001766756,0.00001490671,0.00349044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005187685,"threshold_uncertainty_score":0.01735455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01938298625109842,"score_gpt":0.2627568637007341,"score_spread":0.2433738774496357,"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."}}