{"id":"W2314460257","doi":"10.1097/aap.0000000000000165","title":"A Valid and Reliable Assessment Tool for Remote Simulation-Based Ultrasound-Guided Regional Anesthesia","year":2014,"lang":"en","type":"article","venue":"Regional Anesthesia & Pain Medicine","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; University Health Network; Toronto Western Hospital","funders":"","keywords":"Medicine; Inter-rater reliability; Checklist; Construct validity; Reliability (semiconductor); Rating scale; Concurrent validity; Medical physics; Scale (ratio); Physical therapy; Psychometrics; Internal consistency; Psychology; Clinical psychology; Cartography","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005613678,0.0005736585,0.0009561309,0.0003336176,0.0003772153,0.00004159528,0.0002461791,0.0002583558,0.0001359503],"category_scores_gemma":[0.0004538844,0.0004548335,0.0002570504,0.0004019161,0.0005046315,0.00010785,0.000005313342,0.0002681943,0.00001801831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001725898,"about_ca_system_score_gemma":0.0002577333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001117016,"about_ca_topic_score_gemma":0.000002610064,"domain_scores_codex":[0.9958729,0.0005678376,0.0008533943,0.0008745831,0.001172771,0.0006585291],"domain_scores_gemma":[0.9923256,0.005698055,0.0003666866,0.0007601135,0.0004359841,0.000413574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002518016,0.0009732156,0.1630256,0.002873945,0.0005223196,0.0007224287,0.0007256602,0.01859443,0.001678904,0.04460803,0.7591376,0.004619806],"study_design_scores_gemma":[0.004066073,0.001427903,0.04385988,0.0008896211,0.0003658448,0.0009905989,0.0001213987,0.1894542,0.00001926265,0.002931284,0.7554344,0.0004395785],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.152517,0.0004894554,0.195471,0.6482428,0.000009284475,0.002774474,8.153459e-8,0.0003479707,0.0001480335],"genre_scores_gemma":[0.3529155,0.0002257612,0.03856334,0.6022099,0.001371026,0.0001980507,0.000451235,0.0001656425,0.003899523],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2003985,"threshold_uncertainty_score":0.9997903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03490341805704866,"score_gpt":0.3138167627218542,"score_spread":0.2789133446648055,"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."}}