{"id":"W4401437309","doi":"10.1111/bjh.19698","title":"Single gene mutations and prognosis in limited‐stage follicular lymphoma treated with radiation therapy","year":2024,"lang":"en","type":"article","venue":"British Journal of Haematology","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; Princess Margaret Cancer Centre; Queen's University; University Health Network","funders":"Leukemia and Lymphoma Society of Canada; Leukemia and Lymphoma Society","keywords":"Follicular lymphoma; Radiation therapy; Oncology; Medicine; Stage (stratigraphy); Internal medicine; Lymphoma; Cohort; Gene; Bioinformatics; Biology; Genetics","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":[0.0002720373,0.0000873551,0.0002504125,0.0003753613,0.000133322,0.0002393833,0.0001908166,0.0002681334,0.001125275],"category_scores_gemma":[0.001278638,0.00009354739,0.0001552787,0.0003076545,0.0002577556,0.0001421712,0.0001712724,0.0002086584,0.0001905661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002790114,"about_ca_system_score_gemma":0.0001070419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001098902,"about_ca_topic_score_gemma":0.001148856,"domain_scores_codex":[0.9998518,0.00004729275,0.00001370104,0.00002635023,0.00003275017,0.00002804296],"domain_scores_gemma":[0.9995393,0.0001808606,0.0001295003,0.00003530011,0.00003442127,0.00008059359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00154171,0.00006298153,0.9818462,0.00001390173,0.00006362289,0.0005790679,0.00008805257,0.0003760379,0.00478726,0.00001930967,0.0001041049,0.0105179],"study_design_scores_gemma":[0.00005171866,0.0006742888,0.9946214,0.000009471161,0.00007186898,0.002089872,0.00009186197,0.0005910916,0.001480497,0.00006954205,0.0002434619,0.000004923044],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996419,0.0001702835,0.00003501928,0.00001106605,0.000001091722,0.00000151603,0.00002944634,0.000001634152,0.0001080331],"genre_scores_gemma":[0.9998354,0.00003958305,0.00002396995,0.000006027127,0.000001980064,0.00000123395,0.00005304881,0.00000102089,0.00003770369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001125275,"threshold_uncertainty_score":0.003764451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01591533069054268,"score_gpt":0.2542545671259139,"score_spread":0.2383392364353712,"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."}}