{"id":"W4413862932","doi":"10.4103/pajo.pajo_103_24","title":"The prevalence and characteristics of ocular adnexal lymphomas of the conjunctiva and orbit","year":2025,"lang":"en","type":"article","venue":"The Pan-American Journal of Ophthalmology","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Conjunctiva; Orbit (dynamics); Medicine; Dermatology; Ophthalmology; Optometry; Pathology; Engineering","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":[0.0002372775,0.0001677185,0.0001943929,0.001245709,0.0002767995,0.0004410225,0.0001979034,0.000207911,0.002198506],"category_scores_gemma":[0.0009831472,0.0001445288,0.000174833,0.0008220988,0.0002946522,0.0003354193,0.0003130483,0.0001601574,0.0002849618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003655168,"about_ca_system_score_gemma":0.0002091641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003539401,"about_ca_topic_score_gemma":0.003510689,"domain_scores_codex":[0.9997361,0.00003231275,0.00003444444,0.00005769773,0.00007437488,0.00006504376],"domain_scores_gemma":[0.9992704,0.0001142738,0.0003575072,0.00003285096,0.00009884151,0.0001261738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003382344,0.000003576972,0.9982172,0.000004098579,0.000006730114,0.0002133158,0.00002804522,0.000008790615,0.0004396474,0.000006270638,0.00004371171,0.0009948191],"study_design_scores_gemma":[0.000002573177,0.00003715865,0.9965684,0.000004492962,0.000009075436,0.002914411,0.0001483557,0.00005387533,0.000102853,0.000006899759,0.0001498834,0.000001877599],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988841,0.0004003219,0.00003727783,0.00001360926,0.000002249421,0.000004479997,0.0001512546,0.000003493727,0.0005032468],"genre_scores_gemma":[0.9997458,0.00006289018,0.00002406335,0.000005991961,0.000003015451,0.000002392741,0.00009045275,7.241217e-7,0.00006476128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003539401,"threshold_uncertainty_score":0.007354796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007449520584528477,"score_gpt":0.2680658718903094,"score_spread":0.260616351305781,"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."}}