{"id":"W2153041279","doi":"10.1016/s0161-6420(02)00962-4","title":"Clinicopathologic features and behavior of cutaneous eyelid melanoma1 1No reprints will be available.","year":2002,"lang":"en","type":"article","venue":"Ophthalmology","topic":"Ocular Oncology and Treatments","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Eyelid; Lentigo maligna melanoma; Lentigo maligna; Melanoma; Dermatology; Nodular melanoma; Lentigo; Stage (stratigraphy); Radiation therapy; Surgery","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001340009,0.0001742707,0.0005140571,0.00009047312,0.00006332836,0.000003182217,0.00008494766,0.0003985025,0.004919722],"category_scores_gemma":[0.0001719309,0.0001429044,0.00009142152,0.00008285848,0.0003387086,0.00003707089,0.00008691603,0.0002506812,0.0002463757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002870881,"about_ca_system_score_gemma":0.00002100332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000029455,"about_ca_topic_score_gemma":0.000001323252,"domain_scores_codex":[0.9987813,0.00012532,0.0002970041,0.0004285232,0.0001042958,0.0002635486],"domain_scores_gemma":[0.99911,0.0001373021,0.0001393484,0.0004421874,0.00005987212,0.0001112417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002048548,0.001299112,0.9562869,0.00004526603,0.0001065668,0.03603162,0.0001301222,2.668484e-7,0.002363193,0.00007529942,0.001169063,0.002287743],"study_design_scores_gemma":[0.002915501,0.004602012,0.6957374,0.00003944241,0.0007802469,0.2903779,0.00005169804,0.000009852317,0.003442931,0.0002608158,0.001573477,0.0002087388],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9655733,0.002152903,4.510145e-7,0.0004672754,0.0002471005,0.0003367848,0.00001597346,0.00002968303,0.03117656],"genre_scores_gemma":[0.9819039,0.000303703,0.001350411,0.0001979801,0.00004645135,0.00003685333,0.00001890468,0.00001774259,0.01612406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2605495,"threshold_uncertainty_score":0.9959899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04859218592178782,"score_gpt":0.3261195261242046,"score_spread":0.2775273402024168,"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."}}