{"id":"W1453424702","doi":"10.1182/blood.v124.21.1681.1681","title":"CD28 Mutations in Peripheral T-Cell Lymphomagenesis and Progression","year":2014,"lang":"en","type":"article","venue":"Blood","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Cancer research; RHOA; Biology; Lymphoma; Mutation; T-cell lymphoma; T cell; Molecular biology; Genetics; Immunology; Gene; Signal transduction; Immune system","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":[0.0001505853,0.0001806183,0.0001523673,0.0005858632,0.0002000262,0.0003141656,0.0001204665,0.0002714655,0.001429746],"category_scores_gemma":[0.0004665691,0.00007145021,0.0001282868,0.0003178383,0.0002091001,0.0001096708,0.0002191245,0.0001832565,0.0003079805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002248631,"about_ca_system_score_gemma":0.0001048014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007056269,"about_ca_topic_score_gemma":0.0005438497,"domain_scores_codex":[0.9998616,0.00001876481,0.00001319029,0.00004171009,0.00003975482,0.00002482376],"domain_scores_gemma":[0.9998065,0.00004869183,0.00005905634,0.00001123115,0.00003103476,0.00004363725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001494415,0.0001151437,0.5748029,0.0002214367,0.00009566885,0.0206386,0.00049033,0.0006704075,0.352525,0.0004138371,0.000965669,0.04756654],"study_design_scores_gemma":[0.0000825567,0.000299112,0.8988804,0.00004587809,0.0001094298,0.04872605,0.0003023783,0.002881005,0.04100597,0.0007392101,0.006914578,0.00001344296],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976391,0.0008506229,0.0003229475,0.00002955079,0.000005326017,0.000007923772,0.0001131518,0.0000199484,0.001011505],"genre_scores_gemma":[0.9995055,0.00009874134,0.0001356881,0.00001060614,0.000004049487,0.00000210391,0.00008905296,0.000003016662,0.0001512551],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001429746,"threshold_uncertainty_score":0.004782975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007615652848479673,"score_gpt":0.2514435641624953,"score_spread":0.2438279113140156,"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."}}