{"id":"W2112387181","doi":"10.1200/jco.2003.06.085","title":"Localized Mucosa-Associated Lymphoid Tissue Lymphoma Treated With Radiation Therapy Has Excellent Clinical Outcome","year":2003,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":385,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; MALT lymphoma; Lymphoma; Mucosa-associated lymphoid tissue; Gastroenterology; Stage (stratigraphy); Internal medicine; Radiation therapy; Thyroid; Lymphatic system; Stomach; Thyroid lymphoma; Chemotherapy; Surgery; Pathology; Thyroiditis","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":[0.005549156,0.000359108,0.003162076,0.0001716719,0.0001152384,0.00003447153,0.0001794268,0.0009468645,0.0004817142],"category_scores_gemma":[0.004852239,0.0002129069,0.0009689184,0.0003133113,0.0003967548,0.0001250816,0.00002094691,0.0004662185,0.0001085458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009192372,"about_ca_system_score_gemma":0.003427018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007902507,"about_ca_topic_score_gemma":0.00003834432,"domain_scores_codex":[0.9915968,0.002089568,0.004752429,0.0004205386,0.0006873538,0.0004533293],"domain_scores_gemma":[0.9904928,0.004241827,0.003326008,0.0003922879,0.000689542,0.0008574884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005628664,0.01341928,0.7215843,0.000006310199,0.001579151,0.001785845,0.00005390237,0.000006397016,0.00001508637,0.0000703303,0.00299014,0.2528606],"study_design_scores_gemma":[0.08074074,0.02900015,0.5805904,0.00006294269,0.0007975572,0.0008199306,0.00004628394,0.00003439817,0.0004107658,0.00006256311,0.3072631,0.0001711674],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880353,0.001985765,0.0001003786,0.005216419,0.001285114,0.0005726019,0.00000556022,0.00003823173,0.002760681],"genre_scores_gemma":[0.987287,0.005443613,0.001488943,0.00450947,0.0006241996,0.00001960218,0.00001763464,0.0000464233,0.0005630723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.304273,"threshold_uncertainty_score":0.8682092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1762809649238636,"score_gpt":0.462614739162051,"score_spread":0.2863337742381874,"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."}}