{"id":"W4390955937","doi":"10.4103/ijo.ijo_1277_23","title":"Multimodal treatment for extensive recurrent lentigo maligna melanoma","year":2024,"lang":"en","type":"article","venue":"Indian Journal of Ophthalmology - Case Reports","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Eyelid; Medicine; Cryotherapy; Lentigo maligna melanoma; Lentigo maligna; Dermatology; Fornix; Conjunctiva; Surgery; Melanoma; Pathology; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009090194,0.0002878683,0.0002582028,0.0004181153,0.0002936479,0.0001603186,0.0002495352,0.0002817919,0.001412473],"category_scores_gemma":[0.0001706268,0.0000615976,0.0002865231,0.0001378417,0.0001432657,0.0001436025,0.0002670048,0.0005127635,0.0002238661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000233902,"about_ca_system_score_gemma":0.0001514322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005512039,"about_ca_topic_score_gemma":0.001045231,"domain_scores_codex":[0.9999561,0.000006146521,0.00000365806,0.000007958422,0.00001126861,0.00001475988],"domain_scores_gemma":[0.9999679,0.000005242629,0.000008259402,0.000003629549,0.000002572967,0.00001232042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.001131123,0.0009738702,0.03522443,0.0008969959,0.0003254425,0.2448211,0.0007527001,0.002614754,0.138692,0.001461629,0.006802507,0.5663035],"study_design_scores_gemma":[0.000650853,0.008249694,0.1338066,0.0005473511,0.0004811446,0.7474917,0.000450523,0.00683968,0.03120781,0.001883661,0.06830755,0.0000834],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9360037,0.04560746,0.005551178,0.001063339,0.0001548475,0.0001580387,0.0001196919,0.0003386989,0.01100297],"genre_scores_gemma":[0.9919233,0.004849233,0.001197196,0.0002247018,0.0001180189,0.0000459529,0.00008491928,0.00001222832,0.001544445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001412473,"threshold_uncertainty_score":0.004725218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03344366016499493,"score_gpt":0.3289402147952468,"score_spread":0.2954965546302518,"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."}}