{"id":"W2793042391","doi":"10.1002/path.5043","title":"Novel insights into the disease dynamics of B‐cell lymphomas in the Genomics Era","year":2018,"lang":"en","type":"review","venue":"The Journal of Pathology","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of British Columbia; University Health Network; BC Cancer Agency","funders":"","keywords":"Somatic evolution in cancer; Disease; Tumor microenvironment; Biology; Tumor progression; Lymphoma; Precision medicine; Cancer; Medicine; Immunology; Genetics; Pathology","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":[0.0009391033,0.0004564625,0.0007521979,0.00139324,0.0002058705,0.001415937,0.0003563837,0.0007959468,0.001825333],"category_scores_gemma":[0.0009363341,0.0002442512,0.0004957105,0.001084887,0.0007245761,0.001899779,0.0006441008,0.001510449,0.0005337658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007254595,"about_ca_system_score_gemma":0.0005251179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007804013,"about_ca_topic_score_gemma":0.0008720958,"domain_scores_codex":[0.9997479,0.00006308915,0.00001496785,0.00007800089,0.00006710024,0.0000288741],"domain_scores_gemma":[0.9996046,0.0001810765,0.00007080953,0.00003691429,0.00006515135,0.00004146979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003990183,0.00007350926,0.01677858,0.004446221,0.0003001582,0.001532615,0.001114817,0.004523096,0.3616202,0.02873322,0.0104997,0.5699788],"study_design_scores_gemma":[0.00007689268,0.0005783672,0.1385031,0.001832015,0.0007655262,0.01284262,0.001738321,0.0167868,0.09004743,0.1218066,0.614765,0.0002573185],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.122524,0.7399479,0.1108526,0.01149521,0.0007396575,0.00005775378,0.002728255,0.001041616,0.01061304],"genre_scores_gemma":[0.4714549,0.4468054,0.06688099,0.005518082,0.001750638,0.00009996558,0.002356304,0.0002528829,0.004880816],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001825333,"threshold_uncertainty_score":0.006106317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03119114779864812,"score_gpt":0.3081091630063576,"score_spread":0.2769180152077095,"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."}}