{"id":"W1632016027","doi":"10.3109/13816810.2015.1016241","title":"High Risk Retinoblastoma: Prevalence and Success of Treatment in Developing Countries","year":2015,"lang":"en","type":"article","venue":"Ophthalmic Genetics","topic":"Ocular Oncology and Treatments","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pediatric Oncology Group","funders":"","keywords":"Retinoblastoma; Medicine; Developing country; Environmental health; Genetics; Biology; Economic growth; Economics","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":[0.0001106151,0.00011369,0.0002464103,0.00006077886,0.00002341942,0.000003992109,0.0000396305,0.0000906916,0.00001196002],"category_scores_gemma":[0.00003694713,0.00009297221,0.00001982472,0.00008358545,0.000108219,0.00002050429,0.0000311047,0.00004878717,0.000009373061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001822712,"about_ca_system_score_gemma":0.0002811035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001976986,"about_ca_topic_score_gemma":0.00003719073,"domain_scores_codex":[0.9993284,0.00005449165,0.0001932525,0.0001780495,0.0001042789,0.0001415799],"domain_scores_gemma":[0.9995474,0.00004675586,0.00008756769,0.0001685384,0.00007370618,0.00007607639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001262119,0.0001050548,0.9981441,0.00008602077,0.00005751722,0.000130885,0.0004339291,0.00003053118,0.000031198,0.00006406956,0.000009942576,0.0007805738],"study_design_scores_gemma":[0.00370808,0.001837657,0.9835315,0.0001218099,0.0001952722,0.0002780304,0.00006399561,0.00008079916,0.009155752,0.0002788628,0.0006526756,0.0000955069],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963469,0.002661426,0.00001367031,0.0001743,0.00008759692,0.0002884803,0.00001538215,0.000008179412,0.0004040605],"genre_scores_gemma":[0.9911622,0.003273749,0.005213398,0.00002249625,0.00002051418,0.0000156011,0.00000710015,0.000009664675,0.0002753111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01461251,"threshold_uncertainty_score":0.3791297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02568618078653382,"score_gpt":0.3034185766967036,"score_spread":0.2777323959101697,"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."}}