{"id":"W4214846653","doi":"10.1177/15910199221083787","title":"All that glitters: case presentation and review of radial access complications in neurointervention","year":2022,"lang":"en","type":"article","venue":"Interventional Neuroradiology","topic":"Vascular Procedures and Complications","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Radial artery; Context (archaeology); Presentation (obstetrics); Vascular access; Case presentation; Medical physics; Intensive care medicine; Surgery; Artery","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":[0.0002366135,0.00008624885,0.0002339209,0.0001886968,0.00006586089,0.000008382089,0.0001353136,0.00002012351,0.0003906871],"category_scores_gemma":[0.00008217669,0.00009223709,0.0002144865,0.0001885921,0.00007128865,0.00009055198,0.000191499,0.000191985,0.000002174058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004432697,"about_ca_system_score_gemma":0.00003216699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001236572,"about_ca_topic_score_gemma":0.00002925599,"domain_scores_codex":[0.9987575,0.0002949193,0.0004247701,0.0002698917,0.0001396492,0.0001132703],"domain_scores_gemma":[0.9993975,0.00007918208,0.0001870744,0.0002236137,0.00006182303,0.00005082834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001234987,0.01012956,0.7678521,0.03066273,0.001184164,0.003638403,0.0007226056,0.0008241383,0.0081954,0.06938805,0.08723503,0.01893283],"study_design_scores_gemma":[0.002242258,0.001038729,0.8965217,0.001276957,0.0002040168,0.08521247,0.00009502585,0.001386202,0.00008916391,0.002441547,0.009319127,0.0001728213],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9654685,0.009399976,0.001281094,0.02204713,0.0002111615,0.001039083,0.00009988828,0.00003300602,0.0004201385],"genre_scores_gemma":[0.9960683,0.0005493608,0.00009257712,0.002656856,0.00002345658,0.0002747519,0.0002668777,0.0000113867,0.00005646187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1286696,"threshold_uncertainty_score":0.4277749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09427480120828083,"score_gpt":0.3919745081268721,"score_spread":0.2976997069185913,"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."}}