{"id":"W4206282160","doi":"10.1016/j.rec.2021.11.014","title":"Ultrasound-guided preclosure of large bore access","year":2022,"lang":"es","type":"article","venue":"Revista Española de Cardiología (English Edition)","topic":"Geotechnical Engineering and Underground Structures","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Population Health Research Institute; McMaster University; Hamilton Health Sciences","funders":"","keywords":"Ultrasound; Computer science; Medicine; 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":[0.0003214786,0.000667194,0.0005571035,0.00120648,0.0005227674,0.001207979,0.0005005228,0.001723465,0.002981171],"category_scores_gemma":[0.001753719,0.0002106297,0.0005868369,0.0006886678,0.0007846656,0.001123931,0.0007648188,0.002043103,0.0008837685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002939322,"about_ca_system_score_gemma":0.0007846301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001778487,"about_ca_topic_score_gemma":0.002069119,"domain_scores_codex":[0.9997185,0.00004874069,0.00003791355,0.00005725164,0.00006313682,0.00007447664],"domain_scores_gemma":[0.9995448,0.0001860207,0.00005702831,0.00006511583,0.00004297291,0.0001039208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003998712,0.000627933,0.02582608,0.001515503,0.0002607686,0.1495873,0.001423986,0.001850383,0.1544769,0.003656219,0.0190358,0.6377404],"study_design_scores_gemma":[0.0004806675,0.00295863,0.101986,0.00116876,0.0003920156,0.7364274,0.0008796536,0.006246224,0.03145516,0.005259461,0.1124613,0.0002847628],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6444646,0.112538,0.1501133,0.009959159,0.003163895,0.0004399154,0.0009697263,0.00263675,0.07571466],"genre_scores_gemma":[0.940542,0.01529763,0.02885116,0.003966317,0.002423338,0.0001055189,0.000484993,0.0001950099,0.008133946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002981171,"threshold_uncertainty_score":0.009973049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008767396023224829,"score_gpt":0.2456626425620153,"score_spread":0.2368952465387904,"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."}}