{"id":"W2915611428","doi":"10.1158/1078-0432.ccr-18-4099","title":"Clonotypic Diversity of the T-cell Receptor Corroborates the Immature Precursor Origin of Cutaneous T-cell Lymphoma","year":2019,"lang":"en","type":"article","venue":"Clinical Cancer Research","topic":"Cutaneous lymphoproliferative disorders research","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Novo Nordisk Fonden; University of Alberta; Kræftens Bekæmpelse; Canadian Dermatology Foundation","keywords":"Lymphoma; Biology; Receptor; Cell; Immunology; Cancer research; Genetics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001090047,0.0001295912,0.0001190955,0.0003116291,0.0001064829,0.0001842163,0.0001005167,0.0001547885,0.001665059],"category_scores_gemma":[0.0002373049,0.00006616796,0.00008274896,0.0001578803,0.0001466565,0.0001172291,0.0001228274,0.0002060892,0.0003565074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009256472,"about_ca_system_score_gemma":0.0000562955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002889038,"about_ca_topic_score_gemma":0.0003137322,"domain_scores_codex":[0.9999107,0.00001312478,0.000008851077,0.00002904311,0.00001904872,0.00001922573],"domain_scores_gemma":[0.9998159,0.00005807619,0.00002761081,0.0000386983,0.0000305345,0.00002920708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001851335,0.00001801332,0.02194354,0.00004210477,0.000008363089,0.0006099662,0.00008322112,0.00004476288,0.974484,0.00003738046,0.00001665504,0.002526887],"study_design_scores_gemma":[0.00003946569,0.001144376,0.4552169,0.00002633564,0.0001355451,0.03483282,0.0004147331,0.003097302,0.5023661,0.0003027901,0.002410865,0.00001284665],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985606,0.000206351,0.0006523094,0.000004359744,0.000001190968,0.000006081367,0.00006611093,0.00001629929,0.000486688],"genre_scores_gemma":[0.9993773,0.00005112045,0.0003679065,0.000005376317,0.000001485081,0.000003578804,0.0001009125,0.000003836737,0.00008862117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001665059,"threshold_uncertainty_score":0.005570173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09349993334393683,"score_gpt":0.4264704848692246,"score_spread":0.3329705515252878,"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."}}