{"id":"W2884010595","doi":"10.1159/000490252","title":"Gene Expression Profiling as an Adjunctive Measure to Guide the Management of Indeterminate, High-Risk Choroidal Melanocytic Lesions: A Pilot Study","year":2018,"lang":"en","type":"article","venue":"Ocular Oncology and Pathology","topic":"Ocular Oncology and Treatments","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Alberta","funders":"","keywords":"Medicine; Indeterminate; Biopsy; Prospective cohort study; Cohort; Pathology; Internal medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001270414,0.0003684505,0.0003221603,0.0002885987,0.0002205008,0.0005603782,0.000246586,0.0003730633,0.0005445988],"category_scores_gemma":[0.001421774,0.0001281879,0.0002269897,0.0002038763,0.0004360302,0.0003883274,0.0002388403,0.0006138433,0.0001742488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003513875,"about_ca_system_score_gemma":0.0003256537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004532294,"about_ca_topic_score_gemma":0.0007068996,"domain_scores_codex":[0.9996916,0.0001267889,0.00001765557,0.00006105183,0.0000581358,0.00004475559],"domain_scores_gemma":[0.9993962,0.0002214799,0.00008962638,0.00005375565,0.0001121181,0.0001267934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01300541,0.007619106,0.5812269,0.0002790591,0.0001718691,0.005937371,0.001453157,0.0009814922,0.2334303,0.00030087,0.001258356,0.1543361],"study_design_scores_gemma":[0.001367423,0.07648584,0.8252649,0.00009827561,0.0003577007,0.009067222,0.001656463,0.008769984,0.06899236,0.0003442389,0.007524246,0.00007132466],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997076,0.0005220255,0.001172778,0.0001537773,0.00001456172,0.0002124407,0.00005395039,0.00001694317,0.0007772911],"genre_scores_gemma":[0.9962569,0.0003816668,0.00262342,0.0002074663,0.00003475744,0.0001322723,0.00009553863,0.000008375921,0.0002594702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001270414,"threshold_uncertainty_score":0.006718695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03120562250525215,"score_gpt":0.3371868477730815,"score_spread":0.3059812252678293,"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."}}