{"id":"W2938633893","doi":"10.32412/pjohns.v29i1.467","title":"Feeding and Draining Vessel Ligation with Sclerotherapy of High Flow Arteriovenous Malformations in the Head and Neck","year":2014,"lang":"en","type":"article","venue":"Philippine Journal of Otolaryngology Head and Neck Surgery","topic":"Vascular Malformations and Hemangiomas","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Embolization; Sclerotherapy; Ligation; Arteriovenous malformation; Surgery; Bleed; Blood flow; Venous malformation; Ligature; Artery; Head and neck; Radiology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001014754,0.0001252361,0.0005303529,0.0003696628,0.0001245664,0.00002426852,0.00004093413,0.00007576511,0.00001495162],"category_scores_gemma":[0.00009039666,0.0000814482,0.00006433575,0.0001994289,0.0001243156,0.0003470681,0.00001463107,0.0002193974,3.806317e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001117868,"about_ca_system_score_gemma":0.00005694156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002464333,"about_ca_topic_score_gemma":0.00002304052,"domain_scores_codex":[0.998946,0.00008240726,0.0005368654,0.00009908407,0.0001639072,0.0001717651],"domain_scores_gemma":[0.9991602,0.000226907,0.0002945052,0.0001189983,0.0001171284,0.00008225814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001114668,0.0006197722,0.9136384,0.001133783,0.000444234,0.0001121609,0.01530138,0.000122902,0.00686492,0.001740789,0.0002605923,0.05864641],"study_design_scores_gemma":[0.002348694,0.0008455527,0.9884167,0.0009432093,0.00007293122,0.004268271,0.0002417451,0.00153192,0.0001269619,0.0002951069,0.0008168721,0.00009206859],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931654,0.001333787,0.0006929355,0.004476495,0.00005098485,0.0001735234,0.000001653435,0.000005954993,0.00009922722],"genre_scores_gemma":[0.9969207,0.001016662,0.001363812,0.0005359089,0.0001344141,0.000005871818,0.000007505982,0.00001083774,0.000004275175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07477827,"threshold_uncertainty_score":0.3321361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01806651836704573,"score_gpt":0.2469423540097511,"score_spread":0.2288758356427054,"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."}}