{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00002028919,0.0001479861,0.0003670149,0.00001563356,0.00004478441,0.000002729496,0.00004900479,0.000145628,0.0009323921],"category_scores_gemma":[0.00005464074,0.0001071661,0.0001321201,0.0001064092,0.00007661492,0.00001883091,0.00002984552,0.00005007732,0.0008473721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001286473,"about_ca_system_score_gemma":0.00007737905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003183578,"about_ca_topic_score_gemma":0.000001394908,"domain_scores_codex":[0.9992552,0.00004981948,0.000137615,0.000267393,0.00007248026,0.0002174636],"domain_scores_gemma":[0.9995365,0.00003266676,0.00003833061,0.0001739896,0.00002251992,0.0001960422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003098443,0.0003583156,0.9882281,0.000007820705,0.0003149148,0.008442567,0.00006120026,0.000001346714,0.0000509245,0.0003287431,0.0003535386,0.001542723],"study_design_scores_gemma":[0.003611689,0.005809204,0.9783487,0.000003944369,0.0002242112,0.006242503,0.00003032251,0.00002249719,0.0002572303,0.0002085382,0.005147398,0.00009375801],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9431714,0.0001211331,0.00001038112,0.0109717,0.0001485845,0.0002294967,0.00001444973,0.00006313248,0.04526976],"genre_scores_gemma":[0.9962907,0.000005513954,0.0009169556,0.001331256,0.00007789055,0.0000236056,0.00002808021,0.000009808084,0.001316207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05311932,"threshold_uncertainty_score":0.9999809,"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."}}