{"id":"W6921490886","doi":"10.6084/m9.figshare.c.6587561.v1","title":"Referral patterns for retinoblastoma patients in Ethiopia","year":2023,"lang":"en","type":"other","venue":"Figshare","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Referral; Retinoblastoma; Time lag; Public health; Health care; Public hospital; Phone","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":[0.0003342694,0.0001186006,0.0001960187,0.0009185454,0.0006394714,0.0005770373,0.0002793987,0.0002765539,0.002350098],"category_scores_gemma":[0.001235666,0.0001520964,0.0002202396,0.00107872,0.0001601709,0.0002926309,0.0003228413,0.0003403426,0.0002560101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001037321,"about_ca_system_score_gemma":0.0009937079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02211477,"about_ca_topic_score_gemma":0.02636048,"domain_scores_codex":[0.9995942,0.00009102336,0.00006824541,0.00007694706,0.00006093647,0.0001087592],"domain_scores_gemma":[0.998874,0.0002012555,0.0005751313,0.00001793552,0.0001161334,0.000215556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003117184,0.00004677837,0.9960866,0.00003933278,0.000009229665,0.0005093976,0.000414334,0.00002896256,0.0002588853,0.00002814109,0.0003914306,0.002155929],"study_design_scores_gemma":[0.000007160107,0.00008126927,0.9902557,0.00009994822,0.0000117155,0.002908912,0.005471574,0.0001640834,0.0001469242,0.00002831604,0.0008129108,0.00001148117],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986085,0.000354472,0.00002502125,0.0001478449,0.000005729668,0.00001103771,0.0003211206,0.000003127609,0.0005230702],"genre_scores_gemma":[0.9992644,0.000268353,0.00006386027,0.00010716,0.000003863425,0.00001034656,0.0001394894,0.00000127669,0.0001412707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02211477,"threshold_uncertainty_score":0.04397207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09272601730675036,"score_gpt":0.2455035601005799,"score_spread":0.1527775427938295,"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."}}