{"id":"W4394837396","doi":"10.1186/s40942-024-00551-7","title":"Ocular metastases profile in a tertiary hospital in São Paulo, Brazil","year":2024,"lang":"en","type":"article","venue":"International Journal of Retina and Vitreous","topic":"Ocular Oncology and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Retrospective cohort study; Choroid; Medical record; Metastasis; Population; Cancer; Internal medicine","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":[0.0001980782,0.0001461669,0.0001885451,0.000961092,0.0006428451,0.0004234823,0.0002025954,0.0002263118,0.002557385],"category_scores_gemma":[0.001618433,0.0001554438,0.0002307281,0.001065318,0.0002437517,0.0002370555,0.000451222,0.0002177069,0.0002197903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006629899,"about_ca_system_score_gemma":0.001132637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01906627,"about_ca_topic_score_gemma":0.03232348,"domain_scores_codex":[0.9997324,0.00003883644,0.0000447491,0.00004920664,0.00007616449,0.0000587096],"domain_scores_gemma":[0.999083,0.000109369,0.0004702385,0.00002713561,0.0001508479,0.0001593714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001838452,0.000023612,0.9940494,0.00006533,0.00001228815,0.001162172,0.0004398064,0.00001687832,0.0007011881,0.00005706662,0.0002495103,0.003204333],"study_design_scores_gemma":[0.000006889572,0.0001260923,0.98956,0.0001210163,0.00002383047,0.005593072,0.002268607,0.0001000297,0.0001566586,0.00004982524,0.001985192,0.000008778421],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972792,0.0005985007,0.00006194054,0.000234515,0.000006055784,0.00003064861,0.0004061441,0.000006960194,0.001376104],"genre_scores_gemma":[0.9988456,0.0005076487,0.00007826021,0.00007701817,0.000007460682,0.00001546475,0.0002917472,0.000001973467,0.000174832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01906627,"threshold_uncertainty_score":0.03791058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005604745191947911,"score_gpt":0.306291560852591,"score_spread":0.3006868156606431,"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."}}