{"id":"W4390453033","doi":"10.1016/j.survophthal.2023.12.001","title":"Diagnostic methods for primary vitreoretinal lymphoma: A systematic review","year":2023,"lang":"en","type":"review","venue":"Survey of Ophthalmology","topic":"CNS Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; St. Michael's Hospital; University of Toronto","funders":"","keywords":"Medicine; Cochrane Library; Malignancy; Immunoglobulin light chain; Internal medicine; Gastroenterology; Randomized controlled trial; Ophthalmology; Pathology; Antibody; Immunology","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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005882367,0.0007766012,0.01166099,0.0003774026,0.00006009134,0.00001028268,0.0003851835,0.0005181625,0.000116984],"category_scores_gemma":[0.0212813,0.0005464969,0.001788649,0.0008499816,0.0001934971,0.00002308972,0.0001869341,0.0001430138,0.0001738555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004533862,"about_ca_system_score_gemma":0.001186289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000257461,"about_ca_topic_score_gemma":0.000002092679,"domain_scores_codex":[0.9922316,0.003647184,0.002446098,0.0008362511,0.0002834082,0.0005554649],"domain_scores_gemma":[0.9614167,0.03526245,0.001493429,0.00119627,0.000422354,0.0002088179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00002706434,0.0005217739,0.0001567813,0.8448084,0.001874548,0.0009888908,0.000003818047,8.842401e-9,3.344205e-8,0.00003192557,0.0005295533,0.1510572],"study_design_scores_gemma":[0.001027066,0.0009976105,0.007006034,0.9288324,0.02472457,0.02611763,0.000001937548,8.616453e-7,7.484329e-7,0.00005200105,0.01077758,0.0004615567],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001855695,0.9869662,0.00004757076,0.00003180218,0.0004740444,0.0112944,0.0006860706,0.00005710325,0.000424234],"genre_scores_gemma":[0.000008080609,0.9847814,0.003319923,0.00005503709,0.0000629885,0.007684311,0.003223814,0.0001916982,0.0006727156],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1505957,"threshold_uncertainty_score":0.9996986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1637577221672211,"score_gpt":0.4772222562507451,"score_spread":0.313464534083524,"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."}}