{"id":"W2152097023","doi":"10.1002/ana.20804","title":"International study on low‐grade primary central nervous system lymphoma","year":2006,"lang":"en","type":"article","venue":"Annals of Neurology","topic":"CNS Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Primary central nervous system lymphoma; Radiation therapy; Central nervous system; Chemotherapy; Lymphoma; Central nervous system disease; Retrospective cohort study; Disease; Pathological; Internal medicine; Surgery","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":[0.0005026758,0.0002647826,0.0002631174,0.0007197134,0.0003040962,0.0004206893,0.0001921775,0.0001984048,0.005204495],"category_scores_gemma":[0.002274854,0.0001153779,0.0001712177,0.001100399,0.0002475371,0.0003780457,0.0004513007,0.0002704707,0.0008694718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002523404,"about_ca_system_score_gemma":0.0003235065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001640674,"about_ca_topic_score_gemma":0.001603866,"domain_scores_codex":[0.9995433,0.0001873706,0.00005218199,0.00007903448,0.00005819024,0.00008002104],"domain_scores_gemma":[0.998664,0.0002225902,0.0005483764,0.0001026598,0.000205835,0.0002566052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007413178,0.00002361051,0.9963307,0.00003276681,0.00003172702,0.0003130365,0.00009214524,0.0000219752,0.0001443362,0.0000439228,0.0003371414,0.002554458],"study_design_scores_gemma":[0.0000260407,0.0001319889,0.9919562,0.00003534251,0.00003867662,0.004572245,0.000307031,0.00004240648,0.0001035186,0.00004784889,0.0027359,0.000002778817],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936404,0.001643678,0.00017338,0.000146776,0.00001564139,0.00003147318,0.000698567,0.000007296795,0.003642891],"genre_scores_gemma":[0.9984272,0.0005166174,0.00008166919,0.00006744512,0.00003222149,0.00001715866,0.0005539117,0.000002776118,0.0003010271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005204495,"threshold_uncertainty_score":0.01741076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03235995878478955,"score_gpt":0.2969257001459825,"score_spread":0.264565741361193,"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."}}