{"id":"W2463649602","doi":"10.1182/blood.v126.23.2667.2667","title":"Flow Cytometric Characterization of 129 Cases of Peripheral T Cell Lymphoma Not Otherwise Specified (PTCL NOS) and Angioimmunoblastic T Cell Lymphoma (AITL)","year":2015,"lang":"en","type":"article","venue":"Blood","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Angioimmunoblastic T-cell lymphoma; Immunophenotyping; Pathology; Peripheral T-cell lymphoma; Lymphoma; CD5; Flow cytometry; T cell; Medicine; Biology; Immunology; 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":[0.0003737819,0.0001742618,0.0001970687,0.00171784,0.0004191973,0.0003112514,0.0002507821,0.000296066,0.001105598],"category_scores_gemma":[0.0008219496,0.000138173,0.0001142308,0.0006766759,0.000382519,0.0001786107,0.0003093719,0.0001858582,0.0002228976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005621481,"about_ca_system_score_gemma":0.0002827896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003084595,"about_ca_topic_score_gemma":0.003299324,"domain_scores_codex":[0.9997569,0.00002157639,0.00003047742,0.00007616722,0.00006214181,0.00005281961],"domain_scores_gemma":[0.999622,0.000103333,0.00007794437,0.00003644577,0.0001002669,0.00006010285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005525649,0.0001422523,0.9384556,0.00003873611,0.00001822453,0.004235077,0.0003787967,0.0001351585,0.04815809,0.0000786759,0.0002261355,0.007580651],"study_design_scores_gemma":[0.00002769669,0.000394263,0.9753031,0.000006905727,0.0000276301,0.01406714,0.0003811616,0.0008631307,0.007905572,0.00006134919,0.0009552278,0.000006901817],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991116,0.00007325483,0.0002123976,0.000007470887,0.0000021204,0.00002138593,0.0001537016,0.00000714501,0.0004108884],"genre_scores_gemma":[0.9990171,0.00003927383,0.000343116,0.00001058925,0.000004404806,0.00001845875,0.000441352,0.000002432746,0.0001232486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003084595,"threshold_uncertainty_score":0.006133318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02132699959062663,"score_gpt":0.2291898497715928,"score_spread":0.2078628501809662,"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."}}