{"id":"W6920827822","doi":"10.6084/m9.figshare.22346374","title":"Oncologist-led germline genetic testing for uveal melanoma","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Ocular Oncology and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto; University Health Network","funders":"","keywords":"Germline; Genetic testing; Germline mutation; Genotype; Cancer; Cohort; Genetic counseling; Disease","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":[0.0003517106,0.0001442304,0.0001588328,0.0006641321,0.0007437929,0.0004925341,0.0002875707,0.0003004602,0.001165649],"category_scores_gemma":[0.00253121,0.00017855,0.0001250298,0.000399403,0.0002262313,0.0002433358,0.0004498668,0.0003623427,0.0003055761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000397806,"about_ca_system_score_gemma":0.0004048042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005646416,"about_ca_topic_score_gemma":0.009281807,"domain_scores_codex":[0.9995027,0.00009951368,0.00004220173,0.0001225922,0.0001266036,0.0001064394],"domain_scores_gemma":[0.9988698,0.000252725,0.0003269697,0.00009332045,0.0001632785,0.0002938505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005777963,0.00006855986,0.9927288,0.000004579412,0.000006661653,0.002392167,0.0001895434,0.0000426907,0.000828087,0.00001606203,0.0001977855,0.003467322],"study_design_scores_gemma":[0.00001518354,0.000437874,0.9675159,0.00001186061,0.00002378539,0.02776349,0.0008258619,0.0005849601,0.001331425,0.00005838854,0.001417872,0.0000133543],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987836,0.00009815065,0.0001411383,0.00003886766,0.000005438254,0.00001503621,0.0001365667,0.000009522331,0.0007716039],"genre_scores_gemma":[0.9991311,0.00006287873,0.0003134072,0.00007414234,0.000009391459,0.00000782444,0.0001538229,0.000005921882,0.0002413735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005646416,"threshold_uncertainty_score":0.01122707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1043745549665992,"score_gpt":0.3569861035481666,"score_spread":0.2526115485815674,"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."}}