{"id":"W4361190375","doi":"10.1080/13816810.2023.2191707","title":"Oncologist-led germline genetic testing for uveal melanoma","year":2023,"lang":"en","type":"article","venue":"Ophthalmic Genetics","topic":"Ocular Oncology and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System; Hospital for Sick Children; University Health Network; Toronto General Hospital; University of Toronto; Ontario Institute for Cancer Research; Princess Margaret Cancer Centre","funders":"","keywords":"BAP1; Germline; Genetic testing; Medicine; Germline mutation; Oncology; Genotype; Cancer; Cohort; Genetic counseling; Internal medicine; Genetics; Mutation; Gene; Biology","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":[0.0001639013,0.0001965601,0.0003418236,0.0001167266,0.000144473,0.00001154402,0.0001144955,0.0002170843,0.00006694296],"category_scores_gemma":[0.0002803477,0.0001768605,0.0001229261,0.0003444043,0.00008660364,0.00001267986,0.00007000702,0.0001236393,0.0003580993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009436948,"about_ca_system_score_gemma":0.0002047051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008924794,"about_ca_topic_score_gemma":0.000004038558,"domain_scores_codex":[0.9986935,0.0000385301,0.0003037869,0.0003587859,0.0001588364,0.0004465154],"domain_scores_gemma":[0.998978,0.0002867257,0.00009469344,0.0003490342,0.0001382592,0.0001532412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002042952,0.0005531806,0.8949762,0.0002191907,0.0004118165,0.002041258,0.0001563889,0.0003069517,0.01598428,0.00003840229,0.002827219,0.08228083],"study_design_scores_gemma":[0.0055296,0.004771438,0.968486,0.00006645309,0.0005478534,0.001354642,0.00007745303,0.007340302,0.004041356,0.001039203,0.006455618,0.000290046],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931934,0.0007913704,0.0001255051,0.0004812202,0.0004464427,0.0008282948,0.00003246223,0.0001622716,0.003939043],"genre_scores_gemma":[0.9563044,0.00005648872,0.03869831,0.00017134,0.0003279939,0.0001495491,0.0001381188,0.00004891439,0.004104839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08199079,"threshold_uncertainty_score":0.721216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06512753853166171,"score_gpt":0.3533337346023718,"score_spread":0.2882061960707101,"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."}}