{"id":"W4380079942","doi":"10.1002/hon.3164_200","title":"A low lymphocyte‐to‐monocyte ratio (LMR) predicts PFS, POD24 and OS in previously untreated, high tumor burden follicular lymphoma (FL): an analysis from the RELEVANCE trial","year":2023,"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":"Princess Margaret Cancer Centre; University Health Network","funders":"","keywords":"Medicine; Internal medicine; Rituximab; Oncology; Follicular lymphoma; Logistic regression; Cohort; Proportional hazards model; Lymphoma","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":[0.005910836,0.0004716087,0.001133733,0.0003172084,0.0003380292,0.0008253924,0.0006571396,0.0005844925,0.001989434],"category_scores_gemma":[0.005703181,0.0002513835,0.001351443,0.0006014348,0.0004448763,0.0005502528,0.0007174836,0.0009038437,0.0003165848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003681207,"about_ca_system_score_gemma":0.000387661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004729843,"about_ca_topic_score_gemma":0.000733604,"domain_scores_codex":[0.9978513,0.001486485,0.000135526,0.0002447524,0.0001716055,0.0001103425],"domain_scores_gemma":[0.9964896,0.001562659,0.000933366,0.0004173089,0.0001763673,0.0004206882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.2715226,0.00145193,0.683483,0.0008194175,0.005906179,0.0002909335,0.0003039823,0.001500477,0.00310146,0.0001606158,0.002680913,0.02877837],"study_design_scores_gemma":[0.03698333,0.03606184,0.9026661,0.0001682465,0.01102412,0.00112398,0.0001957305,0.003572652,0.001543449,0.0005172609,0.006077698,0.00006553245],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971899,0.001421875,0.0001130846,0.0001109291,0.00001119344,0.0001028767,0.0006891116,0.000005509681,0.0003555347],"genre_scores_gemma":[0.9973333,0.0001962829,0.0001826319,0.00009156163,0.00004677777,0.0001603187,0.001802457,0.000004396778,0.0001824068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005910836,"threshold_uncertainty_score":0.03125983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02373717266501204,"score_gpt":0.3032473316786981,"score_spread":0.279510159013686,"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."}}