{"id":"W4280544611","doi":"10.1177/15910199221100628","title":"Safety and effectiveness of vascular closure devices in interventional radiological procedures","year":2022,"lang":"en","type":"article","venue":"Interventional Neuroradiology","topic":"Vascular Procedures and Complications","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Vascular closure device; Interventional radiology; Radiological weapon; Hematoma; Perioperative; Neuroradiology; Retrospective cohort study; Radiology; Interventional pain management; Surgery; Neurology; Hemostasis; Anesthesia; Pain management","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":[0.007365352,0.0002462796,0.0004401506,0.001402183,0.00039129,0.001452377,0.0004886546,0.0006802849,0.001034785],"category_scores_gemma":[0.05281825,0.0001652662,0.0006064259,0.0008984443,0.001077202,0.0007785859,0.0004928135,0.0006404372,0.0002903756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004194131,"about_ca_system_score_gemma":0.0004407186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002162742,"about_ca_topic_score_gemma":0.0001683761,"domain_scores_codex":[0.9876238,0.004986077,0.002079,0.0009448831,0.003980076,0.0003861943],"domain_scores_gemma":[0.8867174,0.04942407,0.05444399,0.003696426,0.003736576,0.001981555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008560915,0.0001169742,0.9562455,0.0002701313,0.0002204466,0.0004630881,0.0001351019,0.00022714,0.0008685221,0.0001402996,0.0001528708,0.04030393],"study_design_scores_gemma":[0.00005224977,0.004250741,0.9726204,0.0002854271,0.0002338037,0.01561682,0.000329137,0.0008805763,0.003499225,0.0002701777,0.00192611,0.00003530541],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811997,0.01409141,0.001948452,0.0003135207,0.00005358931,0.0000486926,0.0002151915,0.00002544748,0.002104068],"genre_scores_gemma":[0.99757,0.001353434,0.0007020628,0.00007181759,0.00009630963,0.00001761139,0.0001209528,0.000005851491,0.00006193],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007365352,"threshold_uncertainty_score":0.03895211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01696647732729219,"score_gpt":0.2927549787158873,"score_spread":0.2757885013885952,"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."}}