{"id":"W2085291261","doi":"10.1016/j.rapm.2006.10.009","title":"An Assessment Tool for Brachial Plexus Regional Anesthesia Performance: Establishing Construct Validity and Reliability","year":2006,"lang":"en","type":"article","venue":"Regional Anesthesia & Pain Medicine","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network; St. Michael's Hospital","funders":"","keywords":"Medicine; Checklist; Inter-rater reliability; Construct validity; Physical therapy; Reliability (semiconductor); Rating scale; Brachial plexus block; Modalities; Medical physics; Anesthesia; Brachial plexus; Psychometrics; Clinical psychology; Psychology","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":[0.01600744,0.0005045956,0.0006619552,0.001997209,0.000386961,0.0007843942,0.0005833527,0.0005715719,0.0008275731],"category_scores_gemma":[0.04241324,0.0002626394,0.0007467446,0.0009359969,0.0007537887,0.001345912,0.001079385,0.000721894,0.0002849112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005290229,"about_ca_system_score_gemma":0.001419254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008018739,"about_ca_topic_score_gemma":0.001280437,"domain_scores_codex":[0.9882724,0.004549047,0.001262738,0.0007012101,0.004985719,0.000228902],"domain_scores_gemma":[0.9624162,0.01812718,0.005633696,0.001579267,0.01127377,0.0009699824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008167664,0.001069666,0.8339556,0.0005573434,0.0006104738,0.0001043022,0.001741588,0.001236656,0.005468747,0.0007156334,0.001478699,0.1522447],"study_design_scores_gemma":[0.0002120296,0.003201972,0.9771782,0.0003800011,0.0001796253,0.000384259,0.0008464549,0.01260388,0.002243043,0.0006185133,0.002078655,0.00007339526],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9638835,0.0008602837,0.02858506,0.0002842385,0.0001330198,0.001151137,0.000454438,0.0001149913,0.004533204],"genre_scores_gemma":[0.9735271,0.0002516984,0.02472002,0.00004926382,0.00004703002,0.0007954699,0.0003343814,0.00001564905,0.0002593706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01600744,"threshold_uncertainty_score":0.08465642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02426971707982771,"score_gpt":0.296363798315093,"score_spread":0.2720940812352652,"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."}}