{"id":"W2724318712","doi":"10.1093/annonc/mdx334","title":"Early-stage mantle cell lymphoma: a retrospective analysis from the International Lymphoma Radiation Oncology Group (ILROG)","year":2017,"lang":"en","type":"article","venue":"Annals of Oncology","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Mantle cell lymphoma; Stage (stratigraphy); Lymphoma; Oncology; Internal medicine; Radiation oncology; Radiation therapy","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":[0.0008891523,0.0003891224,0.0004908981,0.001684249,0.0005792966,0.0009748631,0.0005600741,0.0003765609,0.001983703],"category_scores_gemma":[0.00181892,0.0004553623,0.0005586077,0.002187093,0.0003514642,0.0006212533,0.0009247005,0.0004184567,0.0004717833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005846998,"about_ca_system_score_gemma":0.0006803786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006829888,"about_ca_topic_score_gemma":0.01059943,"domain_scores_codex":[0.9990759,0.0001888548,0.0001147243,0.0002700256,0.0001477352,0.0002028216],"domain_scores_gemma":[0.9987092,0.0002168955,0.0004167833,0.0002208537,0.0001952692,0.0002410273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001462884,0.00002139024,0.9983525,0.000008733911,0.00005837383,0.0001418938,0.00008474458,0.00001332728,0.0002378589,0.00001103857,0.0001583366,0.000765633],"study_design_scores_gemma":[0.00002095414,0.00007727261,0.9980091,0.000008588131,0.000108394,0.0005865694,0.0004447398,0.00006287667,0.0001054857,0.00001509204,0.0005563812,0.000004530684],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982138,0.000284038,0.0001199404,0.0000226004,0.000003523429,0.00002021631,0.0009081854,0.000005128755,0.0004225928],"genre_scores_gemma":[0.9977667,0.000121609,0.0001060931,0.00006774076,0.00001207002,0.00001797934,0.001732575,0.000008750473,0.0001665513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006829888,"threshold_uncertainty_score":0.01358026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04630677907522972,"score_gpt":0.3621593806278016,"score_spread":0.3158526015525719,"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."}}