{"id":"W2896907832","doi":"10.1016/j.ijrobp.2018.07.745","title":"Ocular Brachytherapy for Intra-ocular Melanoma: Experience and Outcomes in The Province of Alberta","year":2018,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Ocular Oncology and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Enucleation; Ocular Melanoma; Brachytherapy; Melanoma; Malignancy; Randomized controlled trial; Surgery; Eye Enucleation; Radiation therapy; Internal medicine","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":[0.0002731721,0.0002054106,0.0001266306,0.0002982389,0.001956469,0.000891958,0.0006425134,0.0002969384,0.001482288],"category_scores_gemma":[0.0007592291,0.0001612588,0.0001594957,0.0009009492,0.0006873524,0.0001264349,0.0006517286,0.0003111784,0.0001897529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01052083,"about_ca_system_score_gemma":0.01403104,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8855826,"about_ca_topic_score_gemma":0.9658533,"domain_scores_codex":[0.9996638,0.00003160478,0.000009614106,0.00002251178,0.0001273952,0.0001450272],"domain_scores_gemma":[0.9995806,0.00005589466,0.00006688827,0.00001419844,0.0001335791,0.000148898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007252494,0.0007351376,0.8656461,0.0001706823,0.00009673293,0.007742987,0.01176134,0.001855537,0.008425402,0.0006936596,0.003867006,0.09828011],"study_design_scores_gemma":[0.00007222528,0.0007218769,0.9516234,0.00009171907,0.00008755201,0.008427989,0.02167161,0.001253542,0.001680848,0.0002700747,0.01405018,0.00004898434],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932318,0.0006956363,0.0001420045,0.0004026676,0.00001178389,0.000026025,0.00009027553,0.000007764085,0.005392032],"genre_scores_gemma":[0.9957275,0.0007965921,0.0002421779,0.0001344371,0.000006464037,0.000004970927,0.00009861646,0.000009438902,0.00297981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1144174,"threshold_uncertainty_score":0.2301825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01587221377495506,"score_gpt":0.3454848591456504,"score_spread":0.3296126453706953,"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."}}