{"id":"W4211053645","doi":"10.1002/9781444345384.ch102","title":"Cutaneous Lymphomas","year":2011,"lang":"en","type":"other","venue":"Harper's Textbook of Pediatric Dermatology","topic":"Cutaneous lymphoproliferative disorders research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Neoplasm; Pathology; Cutaneous lymphoma; Medicine; Lymphoma; Dermatology; Cancer research; Mycosis fungoides","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007784503,0.0006818142,0.001757887,0.001603311,0.00005842885,0.0000122708,0.000494429,0.001188972,0.04127791],"category_scores_gemma":[0.0002181954,0.0006394544,0.000413696,0.0004163081,0.0005032851,0.00002936849,0.000230445,0.0004838065,0.004364143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001291317,"about_ca_system_score_gemma":0.001216694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007147127,"about_ca_topic_score_gemma":0.0001409855,"domain_scores_codex":[0.9967647,0.000168392,0.0008041252,0.0007007444,0.0006789516,0.0008830836],"domain_scores_gemma":[0.9975712,0.0001638148,0.0005389787,0.001089861,0.0002470319,0.0003890925],"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":[0.0003262812,0.0005350118,0.04136531,0.001541328,0.0005390505,0.004550449,0.0003112087,1.188559e-7,0.00006928131,0.0005703584,0.9487079,0.001483695],"study_design_scores_gemma":[0.003483137,0.0006207574,0.0002870345,0.0001581794,0.001262334,0.0747475,0.0001238236,0.00002784963,0.0006321299,0.000296386,0.9173921,0.0009688221],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002029211,0.01743722,0.00009835311,0.0001805551,0.0004827591,0.001486027,0.0001438165,0.0004310347,0.977711],"genre_scores_gemma":[0.02667442,0.01125371,0.001410297,0.0005800999,0.001321046,0.0001537399,0.0002357507,0.001532422,0.9568385],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07019705,"threshold_uncertainty_score":0.9996057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02239286977205869,"score_gpt":0.28355619301122,"score_spread":0.2611633232391613,"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."}}