{"id":"W2531303528","doi":"10.2340/00015555-2543","title":"Subcutaneous Panniculitis-like T-cell Lymphoma: Immunosuppressive Drugs Induce Better Response than Polychemotherapy","year":2016,"lang":"en","type":"article","venue":"Acta Dermato Venereologica","topic":"Cutaneous lymphoproliferative disorders research","field":"Medicine","cited_by":83,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Maisonneuve-Rosemont","funders":"Assistance publique-Hôpitaux de Paris; Université Pierre et Marie Curie; Université Paris Descartes; Centre National de la Recherche Scientifique; Institut National de la Santé et de la Recherche Médicale; Institut des maladies génétiques Imagine","keywords":"Medicine; Lymphoma; Panniculitis; Pathological; Internal medicine; T-cell lymphoma; Pathology; Dermatology","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":[],"category_scores_codex":[0.0003579541,0.0005737732,0.0007609234,0.0002839045,0.0002962987,0.00007506675,0.0006071683,0.0004739628,0.001308331],"category_scores_gemma":[0.0003796533,0.0003691347,0.0003402784,0.0003774751,0.0005722801,0.000193545,0.0002718769,0.0002608873,0.0006924963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004239061,"about_ca_system_score_gemma":0.0005254294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007232084,"about_ca_topic_score_gemma":0.000006446983,"domain_scores_codex":[0.995813,0.0006915981,0.0005949283,0.0009011592,0.0008165592,0.001182739],"domain_scores_gemma":[0.9967494,0.001084537,0.0002296957,0.00123423,0.0002871198,0.0004150014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.02199401,0.001382338,0.02337307,0.00006953441,0.0003229393,0.007774807,0.001954479,3.017286e-7,0.8967234,0.00004175102,0.02735816,0.01900524],"study_design_scores_gemma":[0.03035594,0.004328183,0.04337025,0.0005681469,0.0002215104,0.06343883,0.002549747,0.00006452318,0.6675647,0.001098906,0.1841821,0.002257054],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9732285,0.00115863,0.00004569134,0.0204952,0.0001892813,0.0008827824,0.00006305238,0.0002708345,0.003666056],"genre_scores_gemma":[0.984174,0.0006532699,0.0003383943,0.006072854,0.0001423853,0.0001550293,0.00004122509,0.0001091533,0.008313718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2291586,"threshold_uncertainty_score":0.9998761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01228728784454581,"score_gpt":0.2641044331585463,"score_spread":0.2518171453140005,"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."}}