{"id":"W1966021809","doi":"10.1586/eop.10.36","title":"Eye growth transformation: uveal melanoma","year":2010,"lang":"en","type":"article","venue":"Expert Review of Ophthalmology","topic":"Ocular Oncology and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec","funders":"","keywords":"Medicine; Melanoma; Malignant transformation; Disease; Dermatology; Choroidal melanoma; Uvea; Pathology; 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":[0.0001944673,0.0001287324,0.0005271001,0.00005059504,0.00003764588,0.000001156786,0.00009363176,0.0001643719,0.003394659],"category_scores_gemma":[0.0001026208,0.00009407267,0.0001716246,0.0001053248,0.0001308081,0.00005873168,0.00001544746,0.0002025844,0.0001545348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001492904,"about_ca_system_score_gemma":0.00007718428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001629837,"about_ca_topic_score_gemma":3.481155e-7,"domain_scores_codex":[0.9991449,0.00006810122,0.0003474507,0.0001609467,0.00011406,0.0001645819],"domain_scores_gemma":[0.9993954,0.00004126932,0.00009511466,0.0002745922,0.0001060516,0.00008751244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001561298,0.009283182,0.6508026,0.04285242,0.003357307,0.02554768,0.004735657,9.995976e-8,0.060277,0.05879113,0.03045352,0.1123382],"study_design_scores_gemma":[0.01294415,0.01008298,0.3712426,0.00780375,0.001199816,0.1893658,0.0001709373,0.00001828504,0.05854491,0.002045109,0.3454762,0.001105469],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7520989,0.06814317,0.00002635424,0.01020597,0.001044864,0.0009196077,0.00000752351,0.00003579125,0.1675179],"genre_scores_gemma":[0.9887611,0.006463132,0.002932639,0.00106928,0.000147265,0.00007410292,0.00006396273,0.00001307788,0.000475385],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3150226,"threshold_uncertainty_score":0.9975164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01845240081996785,"score_gpt":0.3619408167839707,"score_spread":0.3434884159640029,"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."}}