{"id":"W2765869742","doi":"10.1016/j.ophtha.2017.09.001","title":"Screening Children at Risk for Retinoblastoma","year":2017,"lang":"en","type":"article","venue":"Ophthalmology","topic":"Ocular Oncology and Treatments","field":"Medicine","cited_by":142,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children","funders":"","keywords":"Retinoblastoma; Medicine; Genetic counseling; Referral; Strabismus; Pediatrics; Family history; Pediatric ophthalmology; Population; Sibling; Family medicine; Surgery; Environmental health; Genetics","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":[0.0001407627,0.0001121174,0.0002581202,0.00003638324,0.0006818289,0.000007933717,0.0001241508,0.0001956664,0.000338687],"category_scores_gemma":[0.0002623474,0.00009533642,0.000120261,0.000012383,0.0001830344,0.00003692413,0.000107615,0.0001129733,0.0001446432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003718517,"about_ca_system_score_gemma":0.00002348899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007160028,"about_ca_topic_score_gemma":0.000004263439,"domain_scores_codex":[0.9992718,0.0000372476,0.000116724,0.0002657915,0.0000562793,0.0002522335],"domain_scores_gemma":[0.9990915,0.00007312094,0.0001677524,0.0005463861,0.00003362735,0.00008759859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006671675,0.00009766802,0.994352,0.000006573109,0.0002609421,0.0004792556,0.00001795245,5.941675e-7,0.0001268825,0.00005469278,0.0006309255,0.003305294],"study_design_scores_gemma":[0.003628627,0.001191229,0.9851042,0.00001428395,0.0002333622,0.007263524,0.000003116666,0.00003059009,0.001097466,0.0003331959,0.001021093,0.0000793076],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865361,0.000112645,0.00008327275,0.0006286127,0.0002751682,0.0004439804,0.00003345067,0.00002434175,0.01186247],"genre_scores_gemma":[0.985045,0.000007810618,0.005787392,0.00006490287,0.0001701125,0.00005090657,0.0000620933,0.00001947372,0.008792323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009247847,"threshold_uncertainty_score":0.5244145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0304956779313624,"score_gpt":0.3426985559118245,"score_spread":0.3122028779804621,"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."}}