{"id":"W4283809981","doi":"10.1159/000525113","title":"Clinicopathological Presentation of Retinoblastoma in Ethiopia","year":2022,"lang":"en","type":"article","venue":"Ocular Oncology and Pathology","topic":"Ocular Oncology and Treatments","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"Addis Ababa University","keywords":"Medicine; Retinoblastoma; Presentation (obstetrics); Pathological; Stage (stratigraphy); Pediatrics; Disease; Referral; Surgery; Internal medicine; Family medicine","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":[0.000881089,0.0001083921,0.0004839406,0.0001708027,0.0001028219,9.714815e-7,0.00006407033,0.0002960106,0.000343585],"category_scores_gemma":[0.0001604435,0.000100308,0.0000762327,0.0001763475,0.0003350743,0.000024266,0.0001547915,0.0005488666,0.00001003302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007685366,"about_ca_system_score_gemma":0.0001392338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009853695,"about_ca_topic_score_gemma":0.00002013542,"domain_scores_codex":[0.9980249,0.0009766654,0.0003609375,0.0003199096,0.000108543,0.0002089892],"domain_scores_gemma":[0.9993413,0.0002367377,0.0001454053,0.0001855081,0.00003277641,0.00005829017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001627026,0.001338763,0.9634511,0.00003648454,0.00003853754,0.009834942,0.001023386,0.00002158058,0.005109921,0.002461484,0.0001045626,0.01495217],"study_design_scores_gemma":[0.006590292,0.009416847,0.9634979,0.00001142843,0.0001562757,0.006136601,0.0006149886,0.00009353783,0.0008140214,0.002247258,0.01030344,0.0001174554],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926599,0.0008263519,0.00004717317,0.001540604,0.0002229198,0.0003524278,0.000009374155,0.00001941598,0.004321796],"genre_scores_gemma":[0.9967045,0.0001483415,0.001748695,0.0009479905,0.00002556912,0.0001110532,0.00005231725,0.00000900387,0.0002525291],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01483472,"threshold_uncertainty_score":0.4090442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02952083251922799,"score_gpt":0.3542359078709727,"score_spread":0.3247150753517447,"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."}}