{"id":"W3164474743","doi":"10.5469/neuroint.2021.00192","title":"Long Vascular Sheaths for Transfemoral Neuroendovascular Procedures in Children","year":2021,"lang":"en","type":"article","venue":"Neurointervention","topic":"Vascular Procedures and Complications","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Groin; Surgery; Embolization; Vasospasm; Fluoroscopy; Limiting; Hematoma; Femoral artery; Subarachnoid hemorrhage","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":[0.0001194308,0.0001461783,0.0002547702,0.0001149406,0.00006472379,0.00003751196,0.00008737123,0.00004924218,0.00007996002],"category_scores_gemma":[0.0001527589,0.000150548,0.0008132932,0.0002769507,0.00002045673,0.00009204511,0.00002599353,0.0001590433,0.00001225818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002961126,"about_ca_system_score_gemma":0.00009382131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001594872,"about_ca_topic_score_gemma":0.00009285499,"domain_scores_codex":[0.9987016,0.00006194044,0.0003297508,0.0004572668,0.0002035484,0.000245919],"domain_scores_gemma":[0.9993407,0.00001308798,0.00003804794,0.0003894164,0.0001349414,0.0000837698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005473145,0.007086659,0.8942732,0.004477805,0.001297815,0.0004932593,0.0003758208,0.0007785651,0.05024751,0.005204438,0.004918197,0.03029946],"study_design_scores_gemma":[0.003842621,0.0003114102,0.985084,0.0002892952,0.0002492536,0.002431461,0.00001849077,0.0009062815,0.005669384,0.0004686951,0.0005753792,0.0001537504],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9802405,0.00179538,0.01507846,0.001504386,0.00008671016,0.001084942,0.000008646311,0.00008369987,0.0001173285],"genre_scores_gemma":[0.9979688,0.0001503876,0.0006561385,0.0004345259,0.00009873749,0.0001617864,0.0001685464,0.00004060992,0.0003204816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09081082,"threshold_uncertainty_score":0.6139168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01560119844864725,"score_gpt":0.281323691340956,"score_spread":0.2657224928923087,"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."}}