{"id":"W2790466284","doi":"10.1200/jgo.18.18000","title":"Mapping Global Prevalence, Treatment Capacity, and Expertise for Retinoblastoma","year":2018,"lang":"en","type":"article","venue":"Journal of Global Oncology","topic":"Epigenetics and DNA Methylation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Retinoblastoma; Medicine; Referral; Family medicine; Health care; Pediatrics; Economic growth","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":[0.0002279049,0.0001101189,0.0001985411,0.00001615479,0.00006884217,0.00001420849,0.00009581292,0.0001707281,0.000006791651],"category_scores_gemma":[0.0001262373,0.00009041577,0.00009748781,0.00006026538,0.0001470548,0.000004579687,0.00004337689,0.00002783366,0.000001519553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002333601,"about_ca_system_score_gemma":0.0001721049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001051292,"about_ca_topic_score_gemma":0.00009284906,"domain_scores_codex":[0.9991951,0.00007084977,0.0003092723,0.0001591975,0.00008503177,0.0001805312],"domain_scores_gemma":[0.9992123,0.00001517036,0.0002719613,0.0001057418,0.0002789907,0.0001158711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002325048,0.0006524328,0.2037904,0.0000861503,0.0004866088,0.00003125881,0.0004075784,0.0000313346,0.4845532,0.0007922876,0.007411328,0.2994324],"study_design_scores_gemma":[0.007076343,0.04782058,0.1756119,0.00009247806,0.0002006547,0.0008817432,0.0002626221,0.0003196259,0.1144052,0.005825696,0.6470115,0.0004917805],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9843789,0.002868307,0.009596048,0.0004126812,0.0006088912,0.0001433356,0.00003684654,0.000002578753,0.001952381],"genre_scores_gemma":[0.9890314,0.0008454479,0.008994617,0.0001328261,0.0009083372,0.000005332093,0.000002576685,0.000004966425,0.00007448616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6396001,"threshold_uncertainty_score":0.3687048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02732988265982914,"score_gpt":0.3321715086469594,"score_spread":0.3048416259871302,"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."}}