{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001771279,0.0001235306,0.0003921887,0.00009268342,0.00003137905,0.000003439708,0.00005486311,0.0001388029,0.0005039164],"category_scores_gemma":[0.00008702964,0.00009876981,0.0001454058,0.0001222291,0.00007531563,0.00003145868,0.00001925497,0.00003496808,0.000208221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006089967,"about_ca_system_score_gemma":0.000271343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005128706,"about_ca_topic_score_gemma":0.000009476719,"domain_scores_codex":[0.9990718,0.0000713258,0.0002622261,0.000197676,0.0001321936,0.0002647219],"domain_scores_gemma":[0.9991855,0.0001554698,0.0001217395,0.0002734917,0.0001220195,0.0001417912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0011002,0.03534008,0.2669389,0.0004159442,0.0009277513,0.003847174,0.0009937835,0.00001240455,0.00718427,0.05082589,0.2174436,0.41497],"study_design_scores_gemma":[0.006039757,0.003808682,0.04712107,0.00002483979,0.00008058333,0.0001157548,0.0001252534,0.000006965903,0.1040739,0.0001883626,0.8383177,0.00009714414],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6953753,0.00121859,0.000005014854,0.002170315,0.0001245132,0.0001703398,0.00000948598,0.00002050667,0.300906],"genre_scores_gemma":[0.9886152,0.001105832,0.0006338516,0.003580699,0.00003951011,0.00002764715,0.00001369061,0.00001419343,0.005969369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6208741,"threshold_uncertainty_score":0.5517531,"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."}}