{"id":"W2117120512","doi":"10.1093/annonc/mdg414","title":"Limited-stage mantle-cell lymphoma","year":2003,"lang":"en","type":"article","venue":"Annals of Oncology","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":108,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; BC Cancer Agency","funders":"","keywords":"Medicine; Mantle cell lymphoma; Stage (stratigraphy); Lymphoma; Cancer research; Oncology; Internal medicine; Paleontology; Geology","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":[0.0001942141,0.0001446731,0.0002816941,0.0003752876,0.0003771981,0.0003361967,0.0002388214,0.0002769787,0.01035827],"category_scores_gemma":[0.0007869243,0.0001003412,0.0001883248,0.0002608459,0.0002443488,0.0005394264,0.0002869474,0.000240239,0.001458714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002814866,"about_ca_system_score_gemma":0.0003095876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004885398,"about_ca_topic_score_gemma":0.001736552,"domain_scores_codex":[0.9999202,0.00001727647,0.000009544849,0.00001279068,0.00001322826,0.0000268896],"domain_scores_gemma":[0.9997708,0.00007584269,0.00002430219,0.00003178159,0.00002128728,0.00007592012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005210504,0.0007547854,0.4954612,0.000826255,0.0001782965,0.1173325,0.0004240109,0.0009925652,0.03581864,0.002613253,0.02221792,0.3181701],"study_design_scores_gemma":[0.0007007978,0.002694263,0.4752801,0.0001632718,0.0003243041,0.4338061,0.0004078584,0.001875821,0.007310365,0.003484149,0.07392927,0.00002368478],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8969322,0.009562076,0.001747298,0.003021529,0.0001986847,0.0001069806,0.0005582842,0.0001387199,0.08773424],"genre_scores_gemma":[0.9922624,0.001236202,0.00038651,0.0004149972,0.0003159585,0.00001946935,0.0002570452,0.00001064385,0.005096731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01035827,"threshold_uncertainty_score":0.03465188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08338842833118928,"score_gpt":0.3628346782147788,"score_spread":0.2794462498835895,"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."}}