{"id":"W2518804482","doi":"10.1111/anae.13572","title":"Construct validity of a novel assessment tool for ultrasound‐guided axillary brachial plexus block","year":2016,"lang":"en","type":"article","venue":"Anaesthesia","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Brachial plexus; Brachial plexus block; Construct validity; Reliability (semiconductor); Ultrasound; Protocol (science); Physical therapy; Ultrasonography; Radiology; Axilla; Medical physics; Surgery; Internal medicine; Patient satisfaction; Pathology; Breast cancer","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":[0.009682631,0.0003815388,0.0004969209,0.001547482,0.0003188404,0.000894642,0.0005625453,0.0004941885,0.0006190089],"category_scores_gemma":[0.05861609,0.0002197228,0.0007662457,0.0006374992,0.0004996493,0.001139163,0.001243957,0.000649165,0.0001893096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006787773,"about_ca_system_score_gemma":0.001068194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009055613,"about_ca_topic_score_gemma":0.001772155,"domain_scores_codex":[0.9901491,0.002803446,0.0009406168,0.0006224308,0.005246534,0.0002378073],"domain_scores_gemma":[0.9578992,0.02357331,0.007383591,0.001388223,0.008884802,0.0008708165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005315227,0.0006189263,0.8275589,0.0003042154,0.0004192626,0.00008983691,0.001480506,0.001653172,0.003664704,0.0006239159,0.001202662,0.1618524],"study_design_scores_gemma":[0.0001439032,0.002429368,0.9692174,0.0002775727,0.0001580962,0.0006345407,0.0007326809,0.02020027,0.002173779,0.0008382099,0.003116737,0.00007753353],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9827305,0.0004894724,0.01346368,0.0001940626,0.0001446208,0.0003066614,0.0001633207,0.00007710979,0.002430603],"genre_scores_gemma":[0.983741,0.0001764787,0.01523193,0.00006365212,0.0000438001,0.0003151155,0.0001902831,0.00001444471,0.0002233008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009682631,"threshold_uncertainty_score":0.05120724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03652103815727814,"score_gpt":0.3044213378955073,"score_spread":0.2679002997382292,"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."}}