{"id":"W2994832257","doi":"10.25270/jic/19.00090","title":"Ultrasound Guidance in Femoral Artery Catheterization: A Systematic Review and a Meta-Analysis of Randomized Controlled Trials","year":2019,"lang":"en","type":"review","venue":"The Journal of invasive cardiology/The journal of invasive cardiology","topic":"Vascular Procedures and Complications","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Population Health Research Institute; Hamilton General Hospital","funders":"","keywords":"Medicine; Randomized controlled trial; Femoral artery; Odds ratio; Surgery; Meta-analysis; Venipuncture; Percutaneous; Cardiac catheterization; Confidence interval; Cochrane Library; Radiology; Internal medicine","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":[0.01564908,0.002514816,0.01867457,0.005685821,0.0006473103,0.003019459,0.002102712,0.002273665,0.003489511],"category_scores_gemma":[0.05051503,0.001451033,0.02982616,0.007543341,0.0008037508,0.001896902,0.001229055,0.002010741,0.0002781057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002755714,"about_ca_system_score_gemma":0.004175523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006361297,"about_ca_topic_score_gemma":0.01381112,"domain_scores_codex":[0.9857423,0.007225737,0.004010917,0.001140582,0.001512517,0.0003679314],"domain_scores_gemma":[0.9629992,0.02816143,0.005717717,0.0006524469,0.00215367,0.0003155565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002342004,0.00003585714,0.003257322,0.5947986,0.383179,0.0001392771,0.00009613977,0.0003997661,0.0001642404,0.0001415777,0.0006960371,0.01475019],"study_design_scores_gemma":[0.001148436,0.0003068711,0.003438041,0.06023435,0.9327285,0.0001200042,0.00005411474,0.0001807153,0.0001001511,0.0001852364,0.001478229,0.00002546042],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003264095,0.9954957,0.0003073758,0.000163145,0.000107003,0.0002613054,0.0002324684,0.00001326087,0.0001557261],"genre_scores_gemma":[0.08924694,0.9059919,0.002098121,0.0007764379,0.0002186688,0.001104902,0.0003885729,0.00001857439,0.0001559486],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01867457,"threshold_uncertainty_score":0.08276123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1030448987887675,"score_gpt":0.353177633851273,"score_spread":0.2501327350625055,"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."}}