{"id":"W2990380228","doi":"10.1182/blood-2019-131450","title":"Diffuse Large B-Cell Lymphomas with a Molecular PMBCL Expression Signature Represent a Distinct Molecular Subtype Associated with Poor Clinical Outcome","year":2019,"lang":"en","type":"article","venue":"Blood","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; BC Cancer Agency; Spinal Cord Injury BC","funders":"","keywords":"Lymphoma; Cancer research; Diffuse large B-cell lymphoma; Medicine; Immunophenotyping; Phenotype; Biology; Oncology; Internal medicine; Pathology; Gene; Immunology; Genetics; Flow cytometry","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":[0.0002484811,0.0002013518,0.0002238304,0.000372616,0.0001347712,0.0003934782,0.0001457826,0.0001674661,0.0009606809],"category_scores_gemma":[0.0004520846,0.00007647801,0.00009186065,0.0003431806,0.000216431,0.0001459078,0.0002690666,0.0002434574,0.0002378685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001745785,"about_ca_system_score_gemma":0.0001084259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003640351,"about_ca_topic_score_gemma":0.0006387085,"domain_scores_codex":[0.9998764,0.000022652,0.00001145998,0.00003256628,0.0000340681,0.00002282204],"domain_scores_gemma":[0.9996923,0.00007426227,0.0001118199,0.00003342831,0.0000297892,0.00005841594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005481797,0.00003515351,0.9588673,0.00003320963,0.00004147859,0.0005237042,0.00006086722,0.0002075976,0.02920746,0.00004047928,0.000107774,0.01032685],"study_design_scores_gemma":[0.00002780623,0.0001923043,0.9893428,0.000003935744,0.00003980362,0.005093666,0.00008711323,0.0005940768,0.0040704,0.0000809464,0.0004638444,0.000003254617],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992821,0.0001205064,0.000258397,0.00001160671,6.399753e-7,0.000003908829,0.00009264852,0.000009330062,0.0002209272],"genre_scores_gemma":[0.9994913,0.00003886938,0.0001726202,0.000006469834,0.000003813687,0.000003382296,0.0002243061,0.000001949406,0.0000572939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009606809,"threshold_uncertainty_score":0.003213763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01118884145622229,"score_gpt":0.2700436663768668,"score_spread":0.2588548249206445,"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."}}