{"id":"W2983422204","doi":"10.1101/829671","title":"Independent evolution of cutaneous lymphoma subclones in different microenvironments of the skin","year":2019,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Cutaneous lymphoproliferative disorders research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Bispebjerg Hospital; University of Alberta; Canadian Dermatology Foundation","keywords":"Dermis; Mycosis fungoides; Epidermis (zoology); Biology; Cutaneous T-cell lymphoma; Cutaneous lymphoma; Lymphoma; Pathology; Infiltration (HVAC); Cancer research; Cell of origin; Cancer; Medicine; Immunology; Genetics; Anatomy","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":[0.00007752229,0.00008419934,0.0000984651,0.0002643175,0.000115468,0.0002878063,0.00005449612,0.0001245546,0.0007549116],"category_scores_gemma":[0.0001345634,0.00008261557,0.00007688465,0.0001017549,0.0000944446,0.00009352223,0.000168444,0.0001531446,0.0002948303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009530134,"about_ca_system_score_gemma":0.00004324652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002563914,"about_ca_topic_score_gemma":0.0003162222,"domain_scores_codex":[0.9999369,0.00001301332,0.000003141456,0.00001752654,0.00001283063,0.00001648852],"domain_scores_gemma":[0.9999061,0.00001863823,0.00001986172,0.00001550049,0.00001622463,0.0000237069],"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":[0.0001817871,0.00001688234,0.01520647,0.00001178688,0.000005402997,0.0002807789,0.00006484229,0.00007389673,0.9806418,0.00009525629,0.00002953267,0.003391512],"study_design_scores_gemma":[0.00002772489,0.0004710169,0.5759274,0.00001335,0.00004136366,0.006061957,0.0003596195,0.002552035,0.4109829,0.0002538949,0.003295823,0.00001287089],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998809,0.0001115352,0.0004855926,0.000008756172,0.00000160033,0.000005982876,0.00004947712,0.00001118311,0.0005170201],"genre_scores_gemma":[0.999128,0.00005592314,0.0003699994,0.00001022873,0.000001759705,0.000004047949,0.0001040305,0.000005215715,0.0003208094],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007549116,"threshold_uncertainty_score":0.002525449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009804003964510326,"score_gpt":0.227477691156331,"score_spread":0.2176736871918206,"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."}}