{"id":"W4297151140","doi":"10.3390/curroncol29100543","title":"Primary Vitreoretinal Lymphoma: Current Diagnostic Laboratory Tests and New Emerging Molecular Tools","year":2022,"lang":"en","type":"review","venue":"Current Oncology","topic":"CNS Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Intraocular lymphoma; Medicine; Lymphoma; Uveitis; Immunophenotyping; Malignancy; Vitrectomy; Pathology; Dermatology; Bioinformatics; Immunology; Ophthalmology; Visual acuity; Biology; Antigen","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003226035,0.0008697378,0.003051318,0.000436222,0.0001749238,0.00005541688,0.0002610808,0.0002876575,0.0006247344],"category_scores_gemma":[0.0009850565,0.0007459632,0.0006326665,0.0005995029,0.0001777073,0.00007733684,0.000565396,0.0006378659,0.0001123564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002903684,"about_ca_system_score_gemma":0.004785818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001272797,"about_ca_topic_score_gemma":0.000003552833,"domain_scores_codex":[0.9961969,0.0004742899,0.001004095,0.001115228,0.0005247594,0.0006846804],"domain_scores_gemma":[0.9956665,0.00231234,0.0005971872,0.0006812608,0.00008531177,0.0006573675],"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":[0.00002447487,0.002274106,0.0007130419,0.01116614,0.00030753,0.001241844,0.00006201807,1.227892e-7,5.198635e-7,0.0002497678,0.01110501,0.9728554],"study_design_scores_gemma":[0.00272322,0.0007430201,0.001742771,0.007880293,0.005013473,0.000733953,0.00001468337,0.000001302129,0.000001309824,0.00003653016,0.9805504,0.0005590574],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007855883,0.9931056,0.00001283914,0.000200703,0.002859988,0.002034761,0.0002401013,0.00011583,0.0006445956],"genre_scores_gemma":[0.00003524377,0.9956473,0.0001526322,0.0001405804,0.0007416455,0.001381559,0.001742969,0.0001261876,0.00003193901],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9722964,"threshold_uncertainty_score":0.9994991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1451969930823785,"score_gpt":0.4286622717510479,"score_spread":0.2834652786686694,"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."}}