{"id":"W2072016603","doi":"10.2310/7750.2008.07089","title":"A Young Man with Fever and Skin Nodules","year":2008,"lang":"en","type":"article","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Cutaneous lymphoproliferative disorders research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Lymphoma; Dermatology; Differential diagnosis; Panniculitis; Cutaneous T-cell lymphoma; Presentation (obstetrics); Constitutional symptoms; Pathology; Mycosis fungoides; Surgery; Disease","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003972112,0.0001954812,0.0008253675,0.0004562314,0.0001421317,0.00001236953,0.00004766725,0.00007615423,0.0001582896],"category_scores_gemma":[0.0005150777,0.0001173007,0.00008250885,0.0002167109,0.0006008392,0.00008957598,0.00002162428,0.0003248646,0.000002421371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004579552,"about_ca_system_score_gemma":0.0003237388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006971118,"about_ca_topic_score_gemma":0.00003072787,"domain_scores_codex":[0.9981873,0.00007013446,0.0005077192,0.0001822826,0.0007609395,0.0002916399],"domain_scores_gemma":[0.9982175,0.0006106027,0.0002116689,0.0001411962,0.0004311322,0.0003878974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.00338385,0.0002388803,0.8462069,0.0003051604,0.0004765576,0.08496432,0.004480534,0.000002633649,0.00261064,0.00002586367,0.04126246,0.01604222],"study_design_scores_gemma":[0.001849905,0.001594031,0.03889481,0.0007443078,0.0001695081,0.9447669,0.001824849,0.00008691403,0.0002777859,0.00006821808,0.009539698,0.0001830093],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878372,0.005145495,0.00007032092,0.005270707,0.00008235045,0.0001454324,0.000001213655,0.00001123839,0.001436065],"genre_scores_gemma":[0.9879153,0.00884656,0.0002548813,0.001190706,0.000399942,0.000001640239,0.000002741412,0.00002878322,0.001359394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8598027,"threshold_uncertainty_score":0.4783385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03331009825422326,"score_gpt":0.2796950324521009,"score_spread":0.2463849341978776,"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."}}