{"id":"W4414525143","doi":"10.1097/iio.0000000000000585","title":"Conjunctival Melanoma: Current Management","year":2025,"lang":"en","type":"article","venue":"International Ophthalmology Clinics","topic":"Ocular Oncology and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Melanoma; Radiation therapy; Ocular Melanoma; Cryotherapy; Metastasis; Biopsy; Cancer; Immunotherapy","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":[],"consensus_categories":[],"category_scores_codex":[0.0001492886,0.000113517,0.0002178546,0.0001692187,0.0000450998,0.000006093646,0.0001411689,0.0001245222,0.0005033527],"category_scores_gemma":[0.00008038773,0.0001002066,0.0001297858,0.000090922,0.00009863428,0.00003244096,0.0001147667,0.000213914,0.0003471169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001198203,"about_ca_system_score_gemma":0.00007933137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000179618,"about_ca_topic_score_gemma":2.270758e-7,"domain_scores_codex":[0.9991221,0.00004202157,0.0002942997,0.0002689287,0.0001301607,0.0001425127],"domain_scores_gemma":[0.9994403,0.000130959,0.00007127546,0.0002017937,0.0001089232,0.00004681929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008161035,0.00171942,0.9070508,0.00004470353,0.002053233,0.003205037,0.00002371201,0.000005087192,0.000009819234,0.04831832,0.003792718,0.03296099],"study_design_scores_gemma":[0.006503402,0.0004566024,0.8004363,0.0001202877,0.0004369658,0.001310103,0.00004413612,0.0001774873,0.0000935518,0.01442473,0.1758666,0.000129894],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6860213,0.0005833579,0.0002861305,0.003922585,0.006580186,0.0003033414,0.00001041486,0.00004172844,0.302251],"genre_scores_gemma":[0.982954,0.0001088597,0.00109169,0.000677302,0.000111289,0.00004264902,0.00009173781,0.00000738661,0.01491505],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2969328,"threshold_uncertainty_score":0.551136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03089585924109091,"score_gpt":0.4118936539088964,"score_spread":0.3809977946678055,"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."}}