{"id":"W1985261929","doi":"10.4103/2152-7806.146345","title":"Transfrontal sinus approach for an anterior cranial fossa, ethmoidal, dural arteriovenous fistula","year":2014,"lang":"en","type":"article","venue":"Surgical Neurology International","topic":"Vascular Malformations Diagnosis and Treatment","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Hôpital Notre-Dame","funders":"","keywords":"Anterior cranial fossa; Medicine; Arteriovenous fistula; Frontal sinus; Craniotomy; Fistula; Surgery; Sinus (botany); Radiology; Skull","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":[0.0001868712,0.0001767886,0.000322364,0.000101637,0.0001068419,0.00003666146,0.0001426453,0.0001499,0.0002141556],"category_scores_gemma":[0.00003929662,0.0001464801,0.0002984912,0.00004215562,0.0001037658,0.0001290758,0.00002260507,0.0001805092,0.000024333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003011239,"about_ca_system_score_gemma":0.00002737527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002708292,"about_ca_topic_score_gemma":0.00001771462,"domain_scores_codex":[0.998731,0.00008551226,0.0003265778,0.00035108,0.0002482465,0.0002575415],"domain_scores_gemma":[0.9993996,0.00009988992,0.00005964499,0.0001990888,0.00009980085,0.0001419485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.07781163,0.07490297,0.3084785,0.0009647839,0.008924907,0.006474648,0.006765336,0.004357381,0.01037112,0.09214739,0.01416912,0.3946323],"study_design_scores_gemma":[0.04209082,0.01729208,0.493762,0.0000434634,0.0005485244,0.01893543,0.00007046461,0.1738858,0.0005798384,0.0007721731,0.2511728,0.0008467332],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9804622,0.00004258005,0.007864022,0.004078334,0.0005968288,0.0005242278,0.00008502694,0.00007657024,0.006270234],"genre_scores_gemma":[0.9952675,0.00001971856,0.001675079,0.001598532,0.0005595726,0.000189328,0.0005543933,0.00002259778,0.0001133424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3937855,"threshold_uncertainty_score":0.5973287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01610969426825319,"score_gpt":0.2782081547346675,"score_spread":0.2620984604664143,"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."}}