{"id":"W2938000925","doi":"10.1016/j.ophtha.2019.04.003","title":"Clinical Predictors at Diagnosis of Low-Risk Histopathology in Unilateral Advanced Retinoblastoma","year":2019,"lang":"en","type":"article","venue":"Ophthalmology","topic":"Ocular Oncology and Treatments","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"Hospital for Sick Children; University Health Network","keywords":"Medicine; Enucleation; Ophthalmology; Confidence interval; Intraocular pressure; Optic nerve; Retrospective cohort study; Histopathology; Retinoblastoma; Surgery; Visual acuity; Retinal detachment; Retinal; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003336315,0.0001611259,0.0007346174,0.0001427349,0.00002396405,6.069471e-7,0.0001005558,0.0004565037,0.001314186],"category_scores_gemma":[0.0002363259,0.0001409446,0.0001590879,0.0001323498,0.0002821312,0.00003491668,0.0001111152,0.0003286526,0.0003048603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001487727,"about_ca_system_score_gemma":0.00007340595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000305404,"about_ca_topic_score_gemma":0.00001045304,"domain_scores_codex":[0.9982163,0.0003921056,0.000560643,0.000428255,0.00009456871,0.0003081179],"domain_scores_gemma":[0.9988081,0.0003810785,0.0002382076,0.0004259011,0.00004854516,0.00009815079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001416348,0.0008005802,0.9931014,0.00005011882,0.00005920976,0.003123193,0.00009542116,0.00001209736,0.0003939696,0.00003319448,0.00005697035,0.0008574564],"study_design_scores_gemma":[0.005120408,0.004336859,0.9866508,0.00006680632,0.0000848239,0.002147257,0.00001450502,0.00002279268,0.0008213205,0.0001073971,0.0005339987,0.00009298481],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927821,0.000254077,5.541006e-7,0.0001727533,0.0008606205,0.00046067,0.0000146616,0.00001968659,0.005434925],"genre_scores_gemma":[0.9965222,0.0001075142,0.0004951645,0.00008480564,0.0000366334,0.00005046402,0.0000398784,0.00002079001,0.002642588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006450593,"threshold_uncertainty_score":0.9995987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01266132576980968,"score_gpt":0.3234084208202526,"score_spread":0.3107470950504429,"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."}}