{"id":"W3091334784","doi":"10.1016/j.ophtha.2020.09.032","title":"Global Retinoblastoma Treatment Outcomes","year":2020,"lang":"en","type":"article","venue":"Ophthalmology","topic":"Ocular Oncology and Treatments","field":"Medicine","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Enucleation; Population; Proportional hazards model; Retinoblastoma; Cancer registry; Retrospective cohort study; Internal medicine; Pediatrics; Surgery; Environmental health","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":[0.0007108811,0.0002904094,0.0004093108,0.00162079,0.0002812926,0.0005108606,0.0002921553,0.0002177599,0.002758341],"category_scores_gemma":[0.001750233,0.00008233087,0.000608632,0.00188793,0.0002770619,0.0006484452,0.0006741231,0.0003850984,0.0003170272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006745064,"about_ca_system_score_gemma":0.0005173363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003436229,"about_ca_topic_score_gemma":0.006139616,"domain_scores_codex":[0.9995539,0.00008595589,0.00005667241,0.0001102296,0.0001062126,0.00008708847],"domain_scores_gemma":[0.9987255,0.000108641,0.0008306182,0.00004713264,0.0001429608,0.0001450968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001065698,0.00001819999,0.9883569,0.00009780108,0.0002452499,0.00008596955,0.00007803304,0.0004559332,0.00009405619,0.00008068747,0.001186581,0.009194153],"study_design_scores_gemma":[0.000009909229,0.00008322833,0.9971936,0.00004123033,0.0001292527,0.0006674994,0.0001780514,0.0002096163,0.00009142474,0.00009510577,0.001294021,0.000006965114],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9709601,0.004813123,0.0004858696,0.0006233166,0.00002776143,0.00004599078,0.01334875,0.0000857089,0.009609346],"genre_scores_gemma":[0.9935694,0.00074835,0.0001110978,0.00007236985,0.00001851447,0.00001957831,0.005148315,0.00001191312,0.0003005078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003436229,"threshold_uncertainty_score":0.009227633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04419475582225849,"score_gpt":0.3480119805247203,"score_spread":0.3038172247024619,"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."}}