{"id":"W2765240381","doi":"10.1182/blood.v128.22.4096.4096","title":"Molecular Subgroups of Peripheral T-Cell Lymphoma Evolve By Distinct Genetic Pathways","year":2016,"lang":"en","type":"article","venue":"Blood","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Peripheral T-cell lymphoma; SNP array; Lymphoma; SNP; Comparative genomic hybridization; Biology; Copy-number variation; Single-nucleotide polymorphism; Cancer research; Gene; Genetics; Medicine; Oncology; Chromosome; T cell; Genotype; Immunology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003483148,0.0002261248,0.0004390774,0.001479988,0.0002270927,0.0008743852,0.0003107405,0.0003726306,0.001460583],"category_scores_gemma":[0.001456492,0.0001449368,0.0003220611,0.0011633,0.0002879334,0.0003873214,0.0006923859,0.000345713,0.000418222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002873145,"about_ca_system_score_gemma":0.0001583519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005428279,"about_ca_topic_score_gemma":0.0005175395,"domain_scores_codex":[0.9995655,0.0000634286,0.00004111498,0.0001357454,0.0001167466,0.00007734539],"domain_scores_gemma":[0.9995385,0.0001082983,0.0001791504,0.00004569591,0.00006758598,0.00006069043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001430824,0.00007860195,0.8987042,0.00006950464,0.0001765389,0.001866364,0.0005536351,0.0004307062,0.07308142,0.0004767579,0.0005298009,0.02260161],"study_design_scores_gemma":[0.00004699928,0.0001929307,0.9847195,0.00002132654,0.0001639287,0.0066071,0.0004542865,0.001466578,0.003662146,0.001448238,0.001199259,0.00001765801],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998343,0.0004396346,0.0003794851,0.00002965122,0.00000339369,0.00001697538,0.0002164893,0.00001646267,0.0005548714],"genre_scores_gemma":[0.9985518,0.0001495418,0.0003853559,0.00002960407,0.000009190929,0.00002265083,0.0006890696,0.00001207323,0.0001506693],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001479988,"threshold_uncertainty_score":0.00488615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006730647651362611,"score_gpt":0.2011627414231363,"score_spread":0.1944320937717736,"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."}}