{"id":"W4381687127","doi":"10.1200/go.22.00445","title":"Health Services Needs Assessment for Retinoblastoma in Ethiopia","year":2023,"lang":"en","type":"article","venue":"JCO Global Oncology","topic":"Ocular Oncology and Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; Public Health Ontario; University of Toronto","funders":"","keywords":"Retinoblastoma; Tier 2 network; Medicine; Health care; Enucleation; Service (business); Human resources; Descriptive statistics; Medical emergency; Business; Computer science; Surgery; Marketing; Telecommunications","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":[0.001060423,0.0001957234,0.0001332073,0.002290209,0.0006352463,0.0006692315,0.0003592903,0.0003312575,0.00318258],"category_scores_gemma":[0.00257995,0.000109054,0.0002556216,0.001468196,0.0002260877,0.0005665187,0.0008440498,0.0003319349,0.0001669214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002969711,"about_ca_system_score_gemma":0.005602888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03113922,"about_ca_topic_score_gemma":0.02801267,"domain_scores_codex":[0.9993426,0.0002214201,0.00008387728,0.00003099467,0.000117613,0.0002035049],"domain_scores_gemma":[0.99831,0.0004070787,0.0004861591,0.00001754488,0.0004134495,0.0003657674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009225241,0.0004073241,0.9340861,0.0009844246,0.00005922436,0.001420214,0.00680276,0.0009746524,0.0006738818,0.001543251,0.004179392,0.04877648],"study_design_scores_gemma":[0.00001928059,0.0002668562,0.9074999,0.001193232,0.00005126195,0.001476847,0.07090563,0.001725666,0.000522527,0.0009470529,0.01535654,0.00003525808],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873183,0.001005507,0.0002042932,0.003084171,0.00002050788,0.0001823721,0.002112478,0.000008020308,0.006064333],"genre_scores_gemma":[0.9970906,0.0008537282,0.0007520919,0.0002584155,0.00001056543,0.00009596893,0.0005186819,0.000001487369,0.0004185044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03113922,"threshold_uncertainty_score":0.06191593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02169711449323518,"score_gpt":0.412362832759973,"score_spread":0.3906657182667378,"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."}}