{"id":"W4283363042","doi":"10.1371/journal.pone.0269697","title":"Adverse events related to ultrasound-guided regional anesthesia performed by Emergency Physicians: Systematic review protocol","year":2022,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Schwartz/Reisman Emergency Medicine Institute; Mount Sinai Hospital","funders":"","keywords":"Medicine; Adverse effect; Systematic review; MEDLINE; Protocol (science); Harm; Ultrasound; Intensive care medicine; Emergency department; Emergency medicine; Medical emergency; Anesthesia; Alternative medicine; Nursing; Radiology; Pharmacology","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":[0.06517044,0.004278521,0.009912664,0.01183151,0.003189441,0.006421023,0.003497836,0.005365113,0.06665496],"category_scores_gemma":[0.1161071,0.004356225,0.01144528,0.0100281,0.003909132,0.005149148,0.004059172,0.005374069,0.006437135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01250744,"about_ca_system_score_gemma":0.04670107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006633423,"about_ca_topic_score_gemma":0.02005151,"domain_scores_codex":[0.9594021,0.01660122,0.01492612,0.002997861,0.00449174,0.001580914],"domain_scores_gemma":[0.945832,0.02462195,0.009841818,0.00511965,0.01329282,0.001291795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.007810702,0.0004433675,0.002358917,0.9098222,0.00746884,0.0006697571,0.002646508,0.001331233,0.0009769072,0.005888786,0.03162162,0.02896109],"study_design_scores_gemma":[0.05317611,0.003075814,0.01409631,0.6635851,0.03494238,0.0008876505,0.00340042,0.0025572,0.002513854,0.01248705,0.2084999,0.0007782237],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001010685,0.002589272,0.001639066,0.0004760557,0.0002271642,0.9840891,0.009089396,0.0001154139,0.0007637843],"genre_scores_gemma":[0.001159388,0.000817713,0.001847364,0.0002606412,0.00001745736,0.9949139,0.0006913997,0.000008347949,0.0002837337],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.06665496,"threshold_uncertainty_score":0.3446583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03321344320529528,"score_gpt":0.281773967742133,"score_spread":0.2485605245368377,"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."}}