{"id":"W2232892376","doi":"10.1186/s40463-016-0116-8","title":"Epistaxis in hereditary hemorrhagic telangiectasia: An evidence based review of surgical management","year":2016,"lang":"en","type":"review","venue":"Journal of Otolaryngology - Head and Neck Surgery","topic":"Vascular Anomalies and Treatments","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Western University; Mount Sinai Hospital","funders":"","keywords":"Telangiectasia; Medicine; Surgery; Conservative management; Focus (optics); Dermatology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001702407,0.0004309393,0.004538155,0.0006919697,0.00003418991,0.000006596985,0.0001656109,0.0003341284,0.0002639439],"category_scores_gemma":[0.0001699371,0.0002606786,0.001441044,0.0003577987,0.0001299077,0.0002118817,0.00006495965,0.0004776405,0.00001500981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001348453,"about_ca_system_score_gemma":0.0004834367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001495285,"about_ca_topic_score_gemma":0.000003101515,"domain_scores_codex":[0.9963081,0.0006695909,0.001889918,0.0003676968,0.0003975788,0.0003671557],"domain_scores_gemma":[0.9969876,0.001038699,0.001073275,0.0004715744,0.000142223,0.0002866094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0004251624,0.001040003,0.0362427,0.3549803,0.001476131,0.07965862,0.000007672274,4.463411e-8,2.837789e-7,0.00003555267,0.001854739,0.5242788],"study_design_scores_gemma":[0.001265754,0.0006923342,0.01951671,0.6089675,0.002153579,0.02314435,0.000003431425,7.79276e-7,9.704078e-7,0.00001047269,0.3440053,0.0002387552],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01946303,0.9788408,0.000003103609,0.0005354295,0.0003088714,0.0006314059,0.00001681916,0.000007839222,0.0001927174],"genre_scores_gemma":[0.000616712,0.998433,0.0002953189,0.000252103,0.0002248147,0.00002676239,0.00004348609,0.00004104027,0.00006677199],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.52404,"threshold_uncertainty_score":0.9999846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0488307115074423,"score_gpt":0.3389553930629619,"score_spread":0.2901246815555196,"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."}}