{"id":"W2623105223","doi":"10.1002/hon.2437_46","title":"MOLECULAR CLASSIFICATION OF PRIMARY MEDIASTINAL LARGE B CELL LYMPHOMA USING FORMALIN‐FIXED, PARAFFIN‐EMBEDDED TISSUE SPECIMENS – AN LLMPP PROJECT","year":2017,"lang":"en","type":"article","venue":"Hematological Oncology","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; BC Cancer Agency","funders":"","keywords":"Lymphoma; Gene expression profiling; Medicine; Diffuse large B-cell lymphoma; Molecular diagnostics; Tissue microarray; Cancer research; Pathology; Computational biology; Gene; Gene expression; Immunohistochemistry; Bioinformatics; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000328971,0.0002783407,0.00102963,0.0001048045,0.0002393904,0.00002649451,0.000271402,0.0004291581,0.0001038537],"category_scores_gemma":[0.0001890198,0.0002036211,0.0001608389,0.00008458112,0.0002928459,0.0001500501,0.0001716295,0.0001116807,0.00004829957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004026467,"about_ca_system_score_gemma":0.0005580329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006018785,"about_ca_topic_score_gemma":0.0000241677,"domain_scores_codex":[0.9978889,0.0001533391,0.0006130267,0.0005057991,0.000327954,0.0005109398],"domain_scores_gemma":[0.9979861,0.0001710209,0.0006590284,0.0007875957,0.0001687165,0.0002275464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.004380216,0.06441609,0.188834,0.001407087,0.0005931652,0.01578212,0.001519321,0.00001520746,0.6063588,0.06059672,0.001844002,0.05425325],"study_design_scores_gemma":[0.03148026,0.008697637,0.5059561,0.0002237448,0.001040878,0.004169162,0.000625497,0.002894526,0.428228,0.0006929442,0.01529285,0.0006984809],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835442,0.0003716728,0.0007171084,0.0006487531,0.0001801372,0.0008961849,0.00002373781,0.00006423873,0.01355398],"genre_scores_gemma":[0.9840296,0.00007006279,0.0151222,0.0003846483,0.0001025397,0.0001092489,0.0001159886,0.00002262923,0.00004306914],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.317122,"threshold_uncertainty_score":0.8303427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09364401329832947,"score_gpt":0.3877165753220415,"score_spread":0.294072562023712,"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."}}