{"id":"W2789648908","doi":"10.1097/rlu.0b013e3181f4baba","title":"Dermatopathic Lymphadenitis","year":2010,"lang":"en","type":"article","venue":"Clinical Nuclear Medicine","topic":"Cutaneous lymphoproliferative disorders research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Children's Hospital; McGill University; Royal Victoria Hospital","funders":"","keywords":"Medicine; Lymph; Pathology; Lymphoma; Axillary lymph nodes; Histopathology; Lymphatic system; Differential diagnosis; Radiology; Dermatology; Metastasis; Internal medicine","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009501586,0.0002023658,0.0006718989,0.0001444678,0.0001407957,0.00001602761,0.00023632,0.0003265257,0.009480026],"category_scores_gemma":[0.006217445,0.0001506017,0.0001920695,0.000292504,0.001418739,0.00005631905,0.0001094766,0.001133088,0.001915987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003069511,"about_ca_system_score_gemma":0.0001886024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003950887,"about_ca_topic_score_gemma":0.00002231498,"domain_scores_codex":[0.9975554,0.0001318424,0.0007614105,0.0004720289,0.0006467512,0.0004325615],"domain_scores_gemma":[0.9976164,0.0005598124,0.00009428531,0.0006959168,0.0003153094,0.0007183219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001821445,0.001837419,0.4764538,0.0003111328,0.0003159335,0.005020971,0.001227524,1.698424e-7,0.07592621,0.009301248,0.2341994,0.1935847],"study_design_scores_gemma":[0.01276978,0.003096093,0.1992645,0.0003441247,0.0002512714,0.01647885,0.0008046859,0.001809633,0.0002571175,0.001626562,0.7628269,0.0004704627],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9102013,0.0001944063,0.00002357659,0.04080061,0.0009543934,0.0004596096,0.000003134836,0.0002175042,0.04714548],"genre_scores_gemma":[0.9817029,0.0003079399,0.000617463,0.01388669,0.001653998,0.000008041093,0.0000183917,0.00007331729,0.001731274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5286275,"threshold_uncertainty_score":0.9988611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05169389682268124,"score_gpt":0.430450845684046,"score_spread":0.3787569488613647,"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."}}