{"id":"W3086391333","doi":"10.1007/s00062-020-00953-8","title":"Neurointervention in the 2020s: Where are We Going?","year":2020,"lang":"en","type":"article","venue":"Clinical Neuroradiology","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Embolization; Medicine; Neurovascular bundle; Cavernous sinus; Skull; Radiology; Surgery","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":[0.01057614,0.001224885,0.00234029,0.002982411,0.003492699,0.0111945,0.001832687,0.01544014,0.02929182],"category_scores_gemma":[0.02789114,0.0006121869,0.001732561,0.002470416,0.003335715,0.01991571,0.003575194,0.01529631,0.007722965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00486823,"about_ca_system_score_gemma":0.02423886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01262969,"about_ca_topic_score_gemma":0.02924572,"domain_scores_codex":[0.9946879,0.001682268,0.0007555716,0.0003963088,0.001306991,0.001171002],"domain_scores_gemma":[0.9691308,0.008828606,0.00369562,0.0005146982,0.008563349,0.009266892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006080227,0.0007887052,0.009900744,0.002462079,0.000159031,0.001157273,0.0004374615,0.0005295036,0.0003082173,0.0177078,0.5131771,0.4527642],"study_design_scores_gemma":[0.0003130847,0.0008578053,0.02769052,0.03116562,0.0003941171,0.004353717,0.01045731,0.0009620662,0.0003910131,0.0581777,0.8646772,0.0005597817],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002340906,0.2998661,0.000759211,0.6695415,0.01642103,0.00003593643,0.0004688553,0.0001411398,0.01042529],"genre_scores_gemma":[0.0665632,0.5924,0.00620215,0.2585895,0.06582324,0.0002809073,0.001490576,0.0001937858,0.008456597],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02929182,"threshold_uncertainty_score":0.09799087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1235089321393769,"score_gpt":0.3780240344278206,"score_spread":0.2545151022884438,"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."}}