{"id":"W4409414301","doi":"10.1159/000545823","title":"Primary Vitreoretinal Lymphomas: A Diagnostic Challenge – Report of Two Recent Cases with Retinal Biopsies and Molecular Investigations in Halifax, Nova Scotia","year":2025,"lang":"en","type":"article","venue":"Ocular Oncology and Pathology","topic":"CNS Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen Elizabeth II Health Sciences Centre; Dalhousie University","funders":"","keywords":"Medicine; Intraocular lymphoma; Vitrectomy; Ophthalmology; Vitreous hemorrhage; Retinal detachment; Uveitis; Retina; Pathology; Biopsy; Retinal; Visual acuity","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004042354,0.001410914,0.0005783751,0.003087346,0.002251729,0.001599106,0.00156874,0.002823689,0.001366561],"category_scores_gemma":[0.002855222,0.001143916,0.0008604603,0.00167588,0.001650362,0.001153632,0.00134053,0.001639946,0.000861556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002767692,"about_ca_system_score_gemma":0.001044004,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0234413,"about_ca_topic_score_gemma":0.03501784,"domain_scores_codex":[0.9988731,0.00007491793,0.0001365589,0.0003114637,0.0002141179,0.0003898204],"domain_scores_gemma":[0.9981022,0.0002833615,0.0004762818,0.0001718842,0.0003580434,0.0006081841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00002634488,0.00002957411,0.03109317,0.00003770831,0.00001956843,0.9654331,0.0004430657,0.00004021277,0.001085025,0.00004198033,0.0003863724,0.001363752],"study_design_scores_gemma":[0.000005817091,0.00003411774,0.03613715,0.00002998109,0.00001725373,0.9622487,0.0003857411,0.00006792343,0.0002609479,0.00003708132,0.0007624211,0.00001276353],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9791477,0.007539561,0.00124011,0.001945145,0.0003404246,0.0001703046,0.0004272205,0.00008134785,0.009108121],"genre_scores_gemma":[0.9960055,0.001531057,0.000514856,0.0006098488,0.0002670155,0.00001801914,0.0002326704,0.00002241485,0.0007985627],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9765587,"threshold_uncertainty_score":0.0466097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01627337380550804,"score_gpt":0.2996642971662703,"score_spread":0.2833909233607623,"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."}}