{"id":"W4242861253","doi":"10.1002/9780471420194.tnmc49.pub3","title":"Malignant Melanoma of Conjunctiva","year":2017,"lang":"en","type":"other","venue":"TNM Online","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","funders":"","keywords":"Conjunctiva; Melanoma; Medicine; Pathology; Physical examination; Dermatology; Radiology; Cancer research","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":[0.00003114115,0.0001668154,0.0005515288,0.0001043132,0.00001860932,0.000001429371,0.00008988516,0.0003342594,0.009766702],"category_scores_gemma":[0.00005006373,0.0001198564,0.0001088736,0.00002035942,0.0001241684,0.000007004689,0.00003492507,0.0001278094,0.0002453039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002269468,"about_ca_system_score_gemma":0.0001351448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001276751,"about_ca_topic_score_gemma":0.0001548015,"domain_scores_codex":[0.9994364,0.00001747935,0.0001200808,0.0001868322,0.000113454,0.0001257448],"domain_scores_gemma":[0.9990851,0.00001640841,0.0002524185,0.0005540753,0.00002785765,0.00006416948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001629297,0.001084434,0.007821363,0.0002606538,0.001281942,0.0009931005,0.00001669351,1.111297e-8,0.0001437964,0.0001132676,0.9728178,0.01530398],"study_design_scores_gemma":[0.002054385,0.0004805546,0.005226901,0.0008554593,0.0004774851,0.00006301595,0.00000430062,0.000001711923,0.0002337464,0.00002657656,0.9904794,0.00009646439],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001778909,0.002329436,0.000009233413,0.0003321478,0.0004150146,0.0004213804,0.002203415,0.00008172252,0.9924287],"genre_scores_gemma":[0.004269056,0.000264141,0.001535961,0.0001175124,0.0004001197,0.000007433059,0.001882772,0.0001641744,0.9913588],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01766157,"threshold_uncertainty_score":0.9911385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0248212702644643,"score_gpt":0.3265935043116127,"score_spread":0.3017722340471484,"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."}}