{"id":"W1972826880","doi":"10.2310/7070.2004.00185","title":"Early Operative Intervention versus Conventional Treatment in Epistaxis: Randomized Prospective Trial","year":2004,"lang":"en","type":"article","venue":"The Journal of Otolaryngology","topic":"Vascular Anomalies and Treatments","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Otorhinolaryngology; Surgery; Patient satisfaction; Prospective cohort study; Randomized controlled trial; Nasal packing; Informed consent; Vaseline","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000702905,0.0001283123,0.0006557125,0.0001268297,0.00005339582,0.000009662002,0.00007224657,0.00006653475,0.0001236757],"category_scores_gemma":[0.0001529879,0.00006828863,0.0005190574,0.00009482523,0.0001625064,0.00009496023,0.00001717921,0.0001809143,0.00002281636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004226767,"about_ca_system_score_gemma":0.0001555277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003919558,"about_ca_topic_score_gemma":0.000109874,"domain_scores_codex":[0.9986308,0.0004367,0.0005258416,0.0000915902,0.0001699868,0.0001451036],"domain_scores_gemma":[0.9992427,0.0001759537,0.0002831145,0.0001154601,0.0001270124,0.0000557631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9878705,0.001592756,0.003245415,0.000007161179,0.002095508,0.0004114771,0.001621708,0.00005186725,0.00008510222,0.002708489,0.000004384406,0.0003056868],"study_design_scores_gemma":[0.9320843,0.01161931,0.05240101,0.0000882481,0.000727272,0.0007007191,0.0002336427,0.000008900396,0.0005231859,0.001512911,0.00004602025,0.00005453161],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953945,0.0007922408,0.0004341718,0.0009460301,0.000467565,0.001379935,0.000001949501,0.000004797851,0.0005787749],"genre_scores_gemma":[0.9991267,0.0001765494,0.000254004,0.00003323725,0.0001481678,0.00005154458,0.0000058179,0.000009332633,0.0001946259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0557862,"threshold_uncertainty_score":0.278473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01897891685097086,"score_gpt":0.3155789896605873,"score_spread":0.2966000728096164,"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."}}