{"id":"W2979591768","doi":"10.1182/blood.v120.21.1545.1545","title":"Diagnostic Accuracy of a Defined Immunophenotypic and Molecular Genetic Approach for Peripheral T/NK-Cell Lymphomas: A North American PTCL Study Group Project","year":2012,"lang":"en","type":"article","venue":"Blood","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Medical diagnosis; Peripheral T-cell lymphoma; CD30; Lymphoma; Not Otherwise Specified; CD5; Immunophenotyping; Diffuse large B-cell lymphoma; Pathology; Oncology; Internal medicine; T cell; Antigen; 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":[0.002031907,0.0002230615,0.0002457851,0.001206767,0.000384557,0.0004535472,0.0004241729,0.0003252544,0.0008681315],"category_scores_gemma":[0.003506858,0.0002228137,0.0002026984,0.0006985695,0.0004892813,0.0004170815,0.0006102491,0.0002134461,0.0002531059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000411135,"about_ca_system_score_gemma":0.0003800186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004323267,"about_ca_topic_score_gemma":0.004636264,"domain_scores_codex":[0.9988236,0.0004603372,0.0001104377,0.0003027332,0.0002078858,0.00009490333],"domain_scores_gemma":[0.9975097,0.0006870644,0.0005049743,0.0003651504,0.000652,0.0002809981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001560787,0.00003848316,0.9959334,0.000008082294,0.00003222722,0.000120196,0.0001729356,0.00004713248,0.0007644518,0.0000106605,0.0001069815,0.002609429],"study_design_scores_gemma":[0.00002566585,0.0001934926,0.9973862,0.000005691767,0.00004076415,0.0009485998,0.0002894808,0.000538064,0.0003249975,0.00002152564,0.0002213333,0.000004122695],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994289,0.00005078227,0.0001509968,0.00001248189,0.000001201552,0.00001797433,0.0000944991,0.000004518088,0.0002385249],"genre_scores_gemma":[0.9994152,0.00002241848,0.0002661553,0.00001157198,0.000004635784,0.00001445446,0.0002050856,0.000002865856,0.00005769504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004323267,"threshold_uncertainty_score":0.01074588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01284821034073624,"score_gpt":0.2514833486208536,"score_spread":0.2386351382801173,"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."}}