{"id":"W2082884274","doi":"10.2340/00015555-0197","title":"CD13 and TCR Clone: Markers of Early Mycosis Fungoides","year":2007,"lang":"en","type":"article","venue":"Acta Dermato Venereologica","topic":"Cutaneous lymphoproliferative disorders research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotel Dieu Hospital","funders":"","keywords":"Mycosis fungoides; clone (Java method); Histology; Medicine; Pathology; Antigen; Dermatology; Immunology; Biology; Lymphoma; Gene","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":[0.0003964533,0.0001902001,0.0004178265,0.0002032692,0.00009530078,0.00001790819,0.000139261,0.0001754343,0.0003256989],"category_scores_gemma":[0.000405538,0.0001518298,0.00009818511,0.0003022809,0.0003634187,0.000071834,0.0001366071,0.0001981913,0.00002556013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005530868,"about_ca_system_score_gemma":0.00008133554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001164254,"about_ca_topic_score_gemma":0.00002747982,"domain_scores_codex":[0.998396,0.0000760918,0.0003649063,0.0003123419,0.0003799638,0.0004706719],"domain_scores_gemma":[0.9987947,0.000369341,0.0001043111,0.0003350181,0.0001668009,0.0002298776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001691397,0.0002189567,0.9078165,0.0001668398,0.0001670406,0.0004350473,0.0004238284,4.931812e-7,0.07586619,0.0003801048,0.003019959,0.009813699],"study_design_scores_gemma":[0.00186405,0.001011968,0.9335253,0.0001016916,0.00009063157,0.002737743,0.001183487,0.00008193747,0.05310817,0.0004356209,0.005557243,0.0003021387],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837791,0.001061583,0.00005533452,0.00124164,0.00003273687,0.0003983274,0.000008690998,0.00005830542,0.01336422],"genre_scores_gemma":[0.9973645,0.0005342254,0.0007697227,0.0006622364,0.00003713354,0.00001440773,0.00001540836,0.00002290983,0.0005795105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02570887,"threshold_uncertainty_score":0.6191437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02001552709453289,"score_gpt":0.2990994224604163,"score_spread":0.2790838953658833,"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."}}