{"id":"W2326401013","doi":"10.1136/neurintsurg-2014-011343.63","title":"P-027 The Role of Interventional Therapy in Head and Neck Arteriovenous Malformations","year":2014,"lang":"en","type":"article","venue":"Journal of NeuroInterventional Surgery","topic":"Vascular Malformations and Hemangiomas","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Embolization; Head and neck; Surgery; Radiology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005989402,0.0001105315,0.00008055285,0.0004383299,0.0002514031,0.0006984157,0.0002011217,0.0004030696,0.006574133],"category_scores_gemma":[0.001564162,0.00004387146,0.0001154871,0.0005367454,0.0005173723,0.0004536205,0.0001796309,0.0003918115,0.001075536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002868916,"about_ca_system_score_gemma":0.0006494852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001261827,"about_ca_topic_score_gemma":0.001483321,"domain_scores_codex":[0.999811,0.00008299148,0.00002464719,0.00001880611,0.00003878826,0.00002384413],"domain_scores_gemma":[0.9986191,0.0005988879,0.0003861324,0.00004723011,0.0001692077,0.0001794195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003533611,0.0002479396,0.5214071,0.0004008073,0.00005258954,0.007641758,0.0002327487,0.0006006485,0.002589169,0.002360022,0.01683138,0.4472824],"study_design_scores_gemma":[0.0000601648,0.0007173134,0.7757748,0.001244711,0.0001003243,0.1167004,0.001576491,0.002948693,0.005347827,0.006644003,0.0888427,0.00004253729],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7646208,0.09631331,0.005564432,0.01223388,0.0006578995,0.00009715338,0.001208615,0.0002116526,0.1190921],"genre_scores_gemma":[0.981991,0.01143551,0.002409212,0.0008157237,0.000887222,0.00001841223,0.0002127559,0.00002812378,0.002202046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006574133,"threshold_uncertainty_score":0.02199262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02522537187848775,"score_gpt":0.272188542806427,"score_spread":0.2469631709279392,"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."}}