{"id":"W2415506476","doi":"","title":"FloSeal hemostatic matrix in persistent epistaxis: prospective clinical trial.","year":2010,"lang":"en","type":"article","venue":"PubMed","topic":"Vascular Anomalies and Treatments","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Otorhinolaryngology; Surgery; Prospective cohort study; Hemostasis; Clinical trial","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":[],"consensus_categories":[],"category_scores_codex":[0.0005440342,0.0001242834,0.0003585998,0.00007146688,0.00003736537,0.00002074498,0.00006556959,0.0001083661,0.00006085612],"category_scores_gemma":[0.000401342,0.00009637434,0.0003499381,0.0001378915,0.00007546424,0.00004709942,0.00003298553,0.000324156,0.00005483528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008888265,"about_ca_system_score_gemma":0.00005954723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000670209,"about_ca_topic_score_gemma":0.0001177849,"domain_scores_codex":[0.9986991,0.0000532851,0.0003767936,0.000305428,0.0002168466,0.0003485103],"domain_scores_gemma":[0.9992849,0.00006410548,0.00006222437,0.0003125466,0.0000458398,0.0002303793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01649208,0.003177147,0.8772777,0.00006865464,0.0007620751,0.0005261021,0.0002788642,8.391029e-7,0.00001004576,0.0006532783,0.0006768357,0.1000764],"study_design_scores_gemma":[0.06421199,0.0005192572,0.9309549,0.000008743034,0.0001966081,0.00006160336,0.0001228373,0.00003344408,0.00003926094,0.000166812,0.003576599,0.000107964],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890732,0.0001718508,0.000003630351,0.001402973,0.0006703485,0.002931157,0.000006387158,0.00003944581,0.005701007],"genre_scores_gemma":[0.9945408,0.00002714729,0.0004213584,0.0001854731,0.00021824,0.001474386,0.000015247,0.00001902257,0.003098288],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0999684,"threshold_uncertainty_score":0.3930032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0452484599358871,"score_gpt":0.3370291366601626,"score_spread":0.2917806767242755,"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."}}