{"id":"W2593772058","doi":"10.1182/blood.v106.11.604.604","title":"Insights into Disease Evolution of Transformed Follicular Lymphoma Derived from Cytogenetics.","year":2005,"lang":"en","type":"article","venue":"Blood","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Lymphoma; Follicular lymphoma; Biopsy; Diffuse large B-cell lymphoma; Cytogenetics; Pathology; Internal medicine; Medicine; Biology; Chromosome; Genetics","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":[0.0002915254,0.0001478932,0.0001170237,0.0009227304,0.0001275163,0.0003731338,0.0001551122,0.0001850092,0.001358983],"category_scores_gemma":[0.0007647899,0.00008619548,0.000133064,0.000564083,0.000197568,0.0001520464,0.0001893256,0.0002291376,0.0001957409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008250747,"about_ca_system_score_gemma":0.0003215254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0102174,"about_ca_topic_score_gemma":0.008787798,"domain_scores_codex":[0.9999149,0.00001938858,0.000005685572,0.00001507318,0.00002535457,0.00001947673],"domain_scores_gemma":[0.9996307,0.00009338326,0.0001221276,0.00002112904,0.0000763365,0.00005619936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004901068,0.00003588244,0.9361823,0.00007038048,0.00003944141,0.001494077,0.0003078177,0.0005955217,0.02128422,0.0002790311,0.0004907555,0.03873056],"study_design_scores_gemma":[0.000005943725,0.0001041446,0.9934404,0.00001094223,0.00002424738,0.003381281,0.0001116531,0.0005652013,0.00090479,0.0001686207,0.001278726,0.000003911854],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938518,0.002494872,0.0006328403,0.0001454063,0.000005661032,0.00001603711,0.0004112555,0.00002360303,0.002418416],"genre_scores_gemma":[0.9988981,0.0004475028,0.000207443,0.00002009923,0.000006618681,0.000002632343,0.0002272875,0.000002529798,0.0001876592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0102174,"threshold_uncertainty_score":0.02031583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008312444818462163,"score_gpt":0.2263224750864085,"score_spread":0.2180100302679464,"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."}}