{"id":"W7104563970","doi":"10.70135/seejph.vi.6923","title":"Role Of Embolisation In Intranidal Arterio-Venous Fistula Within Cerebral Arterio-Venous Malformations","year":2022,"lang":"","type":"article","venue":"South Eastern European Journal of Public Health","topic":"Vascular Malformations Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Embolization; Modified Rankin Scale; Occlusion; Arteriovenous malformation; Fistula; Arteriovenous fistula; Microsurgery; Cohort","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00889093,0.0004798518,0.001367487,0.001534038,0.0006131055,0.0001914869,0.0006095802,0.00006018786,0.0008468722],"category_scores_gemma":[0.0002184382,0.000463485,0.0005345842,0.001008013,0.0001509273,0.0008466376,0.0002527105,0.001279922,0.0001171053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001158427,"about_ca_system_score_gemma":0.002560105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001260698,"about_ca_topic_score_gemma":0.00006034483,"domain_scores_codex":[0.9884407,0.004303415,0.00435821,0.0003733007,0.001493434,0.001030921],"domain_scores_gemma":[0.993853,0.00006565213,0.004010869,0.0006581794,0.0004864765,0.0009258667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0005139142,0.01672638,0.1585549,0.001231943,0.00155859,0.0006420046,0.5917797,0.006978662,0.00008000343,0.00133515,0.0002443889,0.2203543],"study_design_scores_gemma":[0.01756439,0.02305097,0.7500426,0.001324204,0.0004572339,0.003708824,0.1804668,0.01008333,0.00002017368,0.0001274664,0.01239823,0.0007558115],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851063,0.002897363,0.00214109,0.006266188,0.001025588,0.001040827,0.0003510173,0.00002495511,0.001146701],"genre_scores_gemma":[0.9974886,0.0001765399,0.0006219575,0.0009474874,0.0004342739,0.00001907949,0.0001503128,0.00009775661,0.0000640114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5914876,"threshold_uncertainty_score":0.9997817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03909399406340906,"score_gpt":0.2553900638368106,"score_spread":0.2162960697734016,"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."}}