{"id":"W4393074816","doi":"10.5114/aic.2024.136408","title":"Radial access versus distal radial access: the vote for useof ultrasonography?","year":2024,"lang":"en","type":"article","venue":"Advances in Interventional Cardiology","topic":"Vascular Procedures and Complications","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ultrasonography; Medicine; Internal medicine; Radiology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.053753,0.0006954568,0.002700005,0.001857363,0.003706858,0.009634877,0.003894867,0.01559218,0.0153687],"category_scores_gemma":[0.1448181,0.0008199168,0.001807811,0.00170316,0.01211696,0.01407259,0.005588208,0.03407264,0.007140865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005291223,"about_ca_system_score_gemma":0.005769881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004623822,"about_ca_topic_score_gemma":0.009814195,"domain_scores_codex":[0.9656391,0.01085418,0.005569325,0.003167188,0.01309326,0.001676943],"domain_scores_gemma":[0.8876839,0.06759779,0.006958572,0.004059925,0.02449162,0.009208215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0007862225,0.00008769997,0.003898413,0.001408283,0.0001954914,0.000268588,0.0009605763,0.0001492723,0.0005286381,0.03203833,0.7323829,0.2272956],"study_design_scores_gemma":[0.0004850684,0.0003292859,0.006168139,0.01018269,0.0003344002,0.001351807,0.004375826,0.0004504138,0.0006952981,0.06339367,0.9119384,0.0002948105],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.001148896,0.0394368,0.0007669505,0.9339345,0.02002538,0.00001852829,0.0001593079,0.00003992253,0.004469666],"genre_scores_gemma":[0.04306663,0.06578294,0.002248483,0.8286143,0.05460638,0.0001294022,0.0003424698,0.0002628182,0.004946542],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.053753,"threshold_uncertainty_score":0.2842764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04579933343870236,"score_gpt":0.4068016814113689,"score_spread":0.3610023479726665,"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."}}