{"id":"W2623319799","doi":"10.1002/hon.2439_17","title":"<i>BCL2</i><scp>mRNA</scp> or protein abundance is superior to gene rearrangement status in predicting clinical outcomes in patients with diffuse large <scp>B</scp>‐cell lymphoma","year":2017,"lang":"en","type":"article","venue":"Hematological Oncology","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston General Hospital; BC Cancer Agency; Queen's University","funders":"","keywords":"Fluorescence in situ hybridization; Immunohistochemistry; Messenger RNA; Biopsy; Biology; Molecular biology; Pathology; In situ hybridization; Diffuse large B-cell lymphoma; Lymphoma; Gene expression; Gene; Medicine; Immunology; 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":[0.0005137997,0.0002362712,0.0002108417,0.000504373,0.0001779899,0.0004450016,0.0001690416,0.000284471,0.001221817],"category_scores_gemma":[0.001060893,0.0001055795,0.0001577839,0.0003064843,0.0002967301,0.000297031,0.000215566,0.0002517966,0.000267704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001841024,"about_ca_system_score_gemma":0.0001248873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005268596,"about_ca_topic_score_gemma":0.0007576043,"domain_scores_codex":[0.9998581,0.000027415,0.00001996198,0.00004246483,0.00003205591,0.000019944],"domain_scores_gemma":[0.9994428,0.0001728411,0.0001846819,0.000036073,0.00005705442,0.0001065374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004793479,0.00001984753,0.988487,0.00001052343,0.00002892945,0.0001065906,0.00002358252,0.0001590545,0.006946283,0.0000082056,0.00006902382,0.003661555],"study_design_scores_gemma":[0.00002549557,0.0002676694,0.9939422,0.000006219571,0.00006339227,0.00120088,0.00006924468,0.001433163,0.00268538,0.00004592451,0.0002562859,0.000004198007],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991223,0.0002129711,0.0002213181,0.00003105407,0.000002689628,0.000004776998,0.00005952595,0.000007183492,0.0003381508],"genre_scores_gemma":[0.9996909,0.0000428131,0.0001029056,0.000007435126,0.000006622721,0.000002608186,0.00009408885,0.000001321399,0.00005125577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001221817,"threshold_uncertainty_score":0.004087329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03500791177400745,"score_gpt":0.3337833299450458,"score_spread":0.2987754181710383,"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."}}