{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001694356,0.0002619677,0.0002036698,0.005826994,0.0002666131,0.0007408296,0.0004188785,0.0002404273,0.002800518],"category_scores_gemma":[0.008786332,0.0001838934,0.0003712442,0.005161667,0.000389118,0.0009868908,0.001358915,0.0002752447,0.0002810929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006174616,"about_ca_system_score_gemma":0.0007664012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01179548,"about_ca_topic_score_gemma":0.01168312,"domain_scores_codex":[0.9985202,0.0005392278,0.0001934259,0.0002873877,0.0002511761,0.0002086122],"domain_scores_gemma":[0.9927326,0.002161767,0.003347041,0.0003823864,0.001051852,0.0003243572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001452059,0.000009779215,0.9905467,0.000110203,0.00003809737,0.00004115091,0.0004896054,0.0003868038,0.0001742008,0.0002434669,0.0006896629,0.007255786],"study_design_scores_gemma":[0.00000302804,0.00002908476,0.9932851,0.0001077221,0.00003436579,0.0002608577,0.002487138,0.001273465,0.0001995938,0.0001800882,0.002130711,0.000008924282],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862066,0.0006038622,0.001314834,0.0002632996,0.000005128836,0.00005560531,0.008219978,0.0000442201,0.003286519],"genre_scores_gemma":[0.9958737,0.0002591758,0.001622873,0.0000233745,0.000005445653,0.0000659397,0.002016882,0.000007499686,0.0001250239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01179548,"threshold_uncertainty_score":0.02345365,"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."}}