{"id":"W2159594360","doi":"10.1001/jamaoto.2014.1450","title":"Cost-effectiveness Analysis of Endoscopic Sphenopalatine Artery Ligation vs Arterial Embolization for Intractable Epistaxis","year":2014,"lang":"en","type":"article","venue":"JAMA Otolaryngology–Head & Neck Surgery","topic":"Vascular Anomalies and Treatments","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Victoria Regional Health Centre; University of Calgary","funders":"","keywords":"Medicine; Embolization; Otorhinolaryngology; Surgery; Emergency 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":[0.0159355,0.00184205,0.00290334,0.002854906,0.0003305379,0.002126483,0.001507184,0.001773343,0.005167689],"category_scores_gemma":[0.04417058,0.0009006908,0.008513822,0.00194659,0.0006625083,0.002166198,0.00112994,0.001969241,0.000193777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007707527,"about_ca_system_score_gemma":0.003243726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006970576,"about_ca_topic_score_gemma":0.003264435,"domain_scores_codex":[0.9873582,0.0102366,0.0004413135,0.0004883602,0.0008740615,0.0006014956],"domain_scores_gemma":[0.9667124,0.02943284,0.002023811,0.0004036254,0.0008286094,0.0005987471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.03950802,0.001587221,0.01368018,0.004501923,0.01793418,0.0005446325,0.00009233991,0.8768353,0.001025951,0.007821429,0.001801803,0.03466707],"study_design_scores_gemma":[0.009429494,0.01838689,0.02187993,0.002131973,0.03589619,0.0008858489,0.0002699788,0.8945222,0.001994636,0.01146087,0.002882393,0.0002594888],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9225207,0.02940068,0.0224493,0.003092822,0.0004256808,0.003634624,0.005949485,0.0001432193,0.01238351],"genre_scores_gemma":[0.9926777,0.002256648,0.003099496,0.0002658781,0.00004844216,0.0005399439,0.000662545,0.00001021805,0.0004391731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0159355,"threshold_uncertainty_score":0.08427602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02696184802338956,"score_gpt":0.292899417144401,"score_spread":0.2659375691210114,"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."}}