{"id":"W2024687992","doi":"10.1177/197140091002300606","title":"Imaging in Primary Central Nervous System Lymphoma","year":2010,"lang":"en","type":"article","venue":"The Neuroradiology Journal","topic":"CNS Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"","keywords":"Primary central nervous system lymphoma; Medicine; Magnetic resonance imaging; Incidence (geometry); Lymphoma; Radiology; Nuclear medicine; Central nervous system; Pathology; Internal medicine","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":[0.0007313448,0.0005819291,0.0004516747,0.002496014,0.0004139038,0.0008341562,0.0006383066,0.0008054874,0.002470084],"category_scores_gemma":[0.002910912,0.0003401288,0.0002762371,0.001314251,0.0007787681,0.001149036,0.0006391826,0.0006417004,0.001276633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004443115,"about_ca_system_score_gemma":0.0004421824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001342048,"about_ca_topic_score_gemma":0.001110121,"domain_scores_codex":[0.9994754,0.0001370897,0.00007459769,0.00006910833,0.0001140943,0.0001297145],"domain_scores_gemma":[0.9990172,0.0003046393,0.0002864598,0.00008437024,0.0001673375,0.0001400533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004051274,0.0001698574,0.4540543,0.000981421,0.0000730465,0.4306138,0.001034755,0.0004721505,0.0175784,0.0005743342,0.003148834,0.09089409],"study_design_scores_gemma":[0.00001746328,0.0001404284,0.0910063,0.000193423,0.00004999567,0.8992264,0.0004124783,0.0002613512,0.002224957,0.0003064721,0.006148989,0.00001177363],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8529938,0.1104921,0.005015522,0.001295472,0.0003287884,0.0001547986,0.0003161353,0.0002296661,0.0291738],"genre_scores_gemma":[0.9802338,0.01596978,0.001548849,0.0004213922,0.0005314063,0.00002434267,0.0002437909,0.00002075371,0.001005722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002496014,"threshold_uncertainty_score":0.00826323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006470082225766796,"score_gpt":0.2242665693457986,"score_spread":0.2177964871200317,"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."}}