{"id":"W4405724690","doi":"10.3390/ohbm5020021","title":"Approach to Epistaxis","year":2024,"lang":"en","type":"article","venue":"Journal of Otorhinolaryngology Hearing and Balance Medicine","topic":"Vascular Anomalies and Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; McGill University Health Centre","funders":"","keywords":"Medicine; Intensive care medicine; Psychological intervention; Etiology; First line; Hygiene; Presentation (obstetrics); Surgery; Nursing; Pathology","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":[0.0007540898,0.000855367,0.0006410158,0.002229166,0.0008947712,0.001715737,0.0007991415,0.001973174,0.01085162],"category_scores_gemma":[0.002521549,0.0001992462,0.0008041139,0.0007783833,0.000649967,0.001716566,0.001794421,0.003045803,0.004333003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001146237,"about_ca_system_score_gemma":0.002141144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001276078,"about_ca_topic_score_gemma":0.002720133,"domain_scores_codex":[0.9994318,0.0001539191,0.00007534442,0.0000994905,0.0001806628,0.00005886881],"domain_scores_gemma":[0.9993764,0.0001701886,0.00006504144,0.0000260975,0.000262199,0.0001001248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001552502,0.0002387869,0.002913911,0.006670065,0.0001382799,0.008946306,0.0009329237,0.0003416754,0.003450154,0.01285912,0.1935863,0.7697672],"study_design_scores_gemma":[0.00006758323,0.0001746356,0.004319161,0.004818627,0.0001050522,0.05943925,0.0009288993,0.000234009,0.0008959795,0.01438847,0.9145723,0.00005594069],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.009402727,0.7553933,0.02389067,0.05863706,0.01589702,0.0005888377,0.0005110332,0.000636471,0.1350429],"genre_scores_gemma":[0.0705348,0.7489949,0.03041877,0.0598168,0.02421658,0.0004882662,0.0007978359,0.000159245,0.06457276],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01085162,"threshold_uncertainty_score":0.03630227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02199095075052777,"score_gpt":0.2946021149082277,"score_spread":0.2726111641576999,"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."}}