{"id":"W3047239617","doi":"10.1158/1538-7445.pedca19-a68","title":"Abstract A68: Optical coherence tomography improves subclinical retinoblastoma management","year":2020,"lang":"en","type":"article","venue":"Cancer Research","topic":"Ocular Oncology and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Retinoblastoma; Optical coherence tomography; Subclinical infection; Ophthalmology; Fundus (uterus); Radiology; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005609944,0.000177986,0.0001928131,0.0003957685,0.0001751587,0.0003593121,0.0001509426,0.0001800878,0.002469628],"category_scores_gemma":[0.002687512,0.00007227818,0.0001991938,0.0002448203,0.0002354189,0.0003269871,0.0002084176,0.0002636186,0.0002543404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003991737,"about_ca_system_score_gemma":0.000646074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008058594,"about_ca_topic_score_gemma":0.001563838,"domain_scores_codex":[0.9997532,0.00007486668,0.00003662415,0.00004041933,0.00007107751,0.00002387474],"domain_scores_gemma":[0.9985443,0.0004486505,0.0006354543,0.00005878844,0.0002154193,0.00009735802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001658121,0.0005084305,0.6775852,0.0007110907,0.0001691782,0.001324213,0.00017462,0.0006545096,0.03221978,0.0003729752,0.00285336,0.2817685],"study_design_scores_gemma":[0.0002803769,0.004282788,0.951269,0.0004172574,0.000345639,0.01484893,0.0002911827,0.002709537,0.02039554,0.0003439649,0.004795071,0.00002057094],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905866,0.00444829,0.001994095,0.0003941278,0.00002536113,0.00003069267,0.00009982928,0.00007656819,0.002344559],"genre_scores_gemma":[0.9979764,0.0004245699,0.001308865,0.00005954308,0.00002073808,0.000007459552,0.00004999634,0.000005349252,0.0001472009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002469628,"threshold_uncertainty_score":0.00826174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1047722956540732,"score_gpt":0.4477727302115678,"score_spread":0.3430004345574946,"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."}}