{"id":"W4412595281","doi":"10.1016/j.jcjo.2025.06.020","title":"Clinical features and outcomes of melanoma involving eyelid and conjunctiva","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Ophthalmology","topic":"Ocular Oncology and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; Georgia Clinical and Translational Science Alliance","keywords":"Medicine; Conjunctiva; Eyelid; Melanoma; Surgery; Retrospective cohort study; Metastasis; Biopsy; Radiology; Cancer; Internal medicine; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003647293,0.000262476,0.0002740199,0.001041734,0.0005619336,0.0008709211,0.0003565667,0.0004371471,0.002321333],"category_scores_gemma":[0.001958581,0.0001694479,0.000473228,0.0008454125,0.0003738049,0.000660921,0.0006265452,0.0004317626,0.0003857478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006369939,"about_ca_system_score_gemma":0.0004287543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003693802,"about_ca_topic_score_gemma":0.004622929,"domain_scores_codex":[0.9995375,0.00006764937,0.00005477822,0.00007891397,0.00009201488,0.0001692411],"domain_scores_gemma":[0.9986737,0.0001886897,0.0005749841,0.00004556512,0.0001520727,0.0003650046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002886289,0.00004171903,0.9949068,0.00001276016,0.00003066055,0.001307587,0.00006055767,0.00006413243,0.0007831748,0.00003940777,0.0001280369,0.002336365],"study_design_scores_gemma":[0.000006658635,0.0001038137,0.9945103,0.000008750758,0.00002218988,0.004486911,0.000360687,0.0001248401,0.0001087021,0.0000722594,0.0001879916,0.000006959548],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976865,0.0004258896,0.00004059047,0.00004196558,0.000007014109,0.000006903403,0.0002508248,0.000004057117,0.001536227],"genre_scores_gemma":[0.9995098,0.00008878368,0.00002076293,0.00001410152,0.000009417247,0.000003666623,0.0002215788,0.000001240907,0.0001306486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003693802,"threshold_uncertainty_score":0.007765651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02583307390794605,"score_gpt":0.3519706385476949,"score_spread":0.3261375646397489,"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."}}