{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005277057,0.0004258267,0.001710183,0.0002823009,0.0001680587,0.00006012472,0.0002777274,0.000392209,0.00017135],"category_scores_gemma":[0.0008920221,0.0002558612,0.0002770827,0.001524741,0.0002066295,0.00009527382,0.0002153792,0.0001384822,0.0002205027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000895435,"about_ca_system_score_gemma":0.0004399209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002545146,"about_ca_topic_score_gemma":0.001472067,"domain_scores_codex":[0.9963726,0.0005979705,0.0008494055,0.001050389,0.0004108643,0.0007187416],"domain_scores_gemma":[0.9966086,0.00183886,0.0002369099,0.0007516869,0.00009187395,0.0004721262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1418794,0.01516812,0.57977,0.0002944917,0.008922584,0.07494272,0.008182948,0.002830544,0.001233309,0.007549692,0.01013401,0.1490922],"study_design_scores_gemma":[0.2131154,0.01278597,0.7298954,0.0003710737,0.005119764,0.0009682502,0.001149418,0.01445214,0.003334536,0.00162745,0.01629569,0.0008849509],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899487,0.001406681,0.00004734729,0.00554484,0.0001928055,0.002407386,0.00006224187,0.0002404033,0.0001495542],"genre_scores_gemma":[0.9943122,0.001039101,0.0006569355,0.001947579,0.0002854891,0.001261507,0.000347494,0.00003034894,0.0001193344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1501253,"threshold_uncertainty_score":0.9999894,"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."}}