{"id":"W2466421941","doi":"10.1111/bjh.14201","title":"The tumour microenvironment influences survival and time to transformation in follicular lymphoma in the rituximab era","year":2016,"lang":"en","type":"article","venue":"British Journal of Haematology","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Helse Sør-Øst RHF; Norges Forskningsråd; Kreftforeningen","keywords":"Follicular lymphoma; CD68; CD163; Tumor microenvironment; Rituximab; Medicine; FOXP3; CD20; Lymphoma; CD8; Internal medicine; Oncology; Survival analysis; Pathology; Immunology; Cancer research; Immunohistochemistry; Cancer; Biology; Macrophage; Antigen; Immune system","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":[],"consensus_categories":[],"category_scores_codex":[0.000586238,0.00008079339,0.0003307282,0.00007021378,0.00006236468,0.00003314842,0.0001050955,0.00004490521,0.00002368026],"category_scores_gemma":[0.00007436484,0.0000414239,0.00006013304,0.000074278,0.00008926707,0.0000989601,0.00001452734,0.00005658509,0.00002728643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001136934,"about_ca_system_score_gemma":0.00006539727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008976176,"about_ca_topic_score_gemma":0.0001839864,"domain_scores_codex":[0.9989159,0.0001791572,0.0004369373,0.00008997705,0.0001910063,0.0001870833],"domain_scores_gemma":[0.9994884,0.000251418,0.0001025524,0.00007454723,0.00002455923,0.00005851917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001389306,0.003698769,0.182171,0.0001116201,0.0003676892,0.0855891,0.004202113,0.00002196193,0.006227176,0.001631032,0.004535101,0.7100551],"study_design_scores_gemma":[0.01166144,0.0004762954,0.8301774,0.0007546537,0.00006419729,0.1471919,0.0004599728,0.00001053576,0.001509174,0.0004651033,0.007135433,0.00009387001],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9743869,0.003565562,0.00001431784,0.02158238,0.0000419161,0.0002410429,0.000003743385,0.000001891952,0.0001622449],"genre_scores_gemma":[0.9975561,0.001843229,0.00007192114,0.0004602259,0.00002504637,0.00001975496,6.618189e-7,0.000005007298,0.0000180678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7099612,"threshold_uncertainty_score":0.1689218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006782343544876886,"score_gpt":0.228218332319174,"score_spread":0.2214359887742971,"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."}}