{"id":"W3033237799","doi":"10.1182/bloodadvances.2020001923","title":"Gene expression profiling of gray zone lymphoma","year":2020,"lang":"en","type":"article","venue":"Blood Advances","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"Spinal Cord Injury BC","funders":"Canadian Institutes of Health Research","keywords":"Lymphoma; Biology; Gene expression profiling; Phenotype; Gene; Cancer research; Tumor microenvironment; Gene expression; Immunology; Genetics; Tumor cells","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001162664,0.0001307906,0.0002228296,0.0006069738,0.0001350579,0.0003555827,0.00007830023,0.0001813577,0.0004701008],"category_scores_gemma":[0.0002272015,0.00005705865,0.0001429639,0.0008513823,0.000155472,0.0001114748,0.0001747158,0.0001791034,0.0002397714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001314851,"about_ca_system_score_gemma":0.00009742446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004625238,"about_ca_topic_score_gemma":0.0005331455,"domain_scores_codex":[0.999843,0.00002409924,0.000006244466,0.0000555757,0.00003412611,0.00003701137],"domain_scores_gemma":[0.9999217,0.00002276581,0.00001694262,0.00000748445,0.00001906541,0.00001211158],"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":[0.0003207837,0.00002977438,0.02669648,0.00005852334,0.00003123776,0.000141285,0.0001572245,0.000285181,0.9604142,0.00007616216,0.0002123256,0.01157674],"study_design_scores_gemma":[0.00002266004,0.000498219,0.7321953,0.0000224213,0.0001310707,0.001056065,0.0007603336,0.007287431,0.2506834,0.0003560336,0.006960067,0.00002696104],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993706,0.0008451104,0.002415898,0.00005636461,0.000007333772,0.00001779069,0.002076801,0.00005144915,0.0008231487],"genre_scores_gemma":[0.9908614,0.000657202,0.002975298,0.0001045058,0.0000141786,0.00006380701,0.004155588,0.00002612603,0.001141908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006069738,"threshold_uncertainty_score":0.001572669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0165713444203845,"score_gpt":0.2615862098945795,"score_spread":0.245014865474195,"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."}}