{"id":"W2045941373","doi":"10.1159/000363645","title":"Developing Clinical Cancer Genetics Services in Resource-Limited Countries: The Case of Retinoblastoma in Kenya","year":2014,"lang":"en","type":"article","venue":"Public Health Genomics","topic":"Ocular Oncology and Treatments","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"Canadian Institutes of Health Research; Oogfonds","keywords":"Retinoblastoma; Kenya; Medical genetics; Cancer genetics; Context (archaeology); Medicine; Service (business); Genetics; Cancer; Political science; Business; Biology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002709389,0.0001207401,0.0004427585,0.0001491748,0.00008527566,0.00001069033,0.0001303108,0.000185284,0.00001688003],"category_scores_gemma":[0.0001640336,0.00009197651,0.00004297466,0.0003161949,0.0001242135,0.00002917595,0.00007237625,0.0003125273,0.000008241917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005330882,"about_ca_system_score_gemma":0.001601002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001214733,"about_ca_topic_score_gemma":0.01252481,"domain_scores_codex":[0.9979442,0.0004735724,0.0008215724,0.0002483855,0.00009658249,0.0004157329],"domain_scores_gemma":[0.9987147,0.0004140929,0.0002764024,0.0003359745,0.00009103359,0.000167778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000153836,0.0002020451,0.9351729,0.0003651894,0.00006328255,0.0001713702,0.002900726,0.00004115994,0.000001290528,0.0006710052,0.000123943,0.06013324],"study_design_scores_gemma":[0.003878974,0.0004416549,0.6156725,0.000178598,0.00002743058,0.000265164,0.001400304,0.004752626,0.00002005704,0.0001252531,0.3731127,0.0001247756],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9604273,0.001099439,0.00006562532,0.03750293,0.0001486007,0.0004894321,0.00001227857,0.00001357732,0.00024075],"genre_scores_gemma":[0.9831815,0.001922835,0.001481711,0.01319423,0.0001222244,0.00003199875,0.00002201333,0.00001902251,0.00002442025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3729888,"threshold_uncertainty_score":0.6989139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0682213603327976,"score_gpt":0.39165697380119,"score_spread":0.3234356134683923,"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."}}