{"id":"W4394874949","doi":"10.1007/s12630-024-02746-w","title":"Competencies for proficiency in basic point-of-care ultrasound in anesthesiology: national expert recommendations using Delphi methodology","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kingston Health Sciences Centre; Kingston General Hospital; University of British Columbia; Queen's University","funders":"Southeastern Ontario Academic Medical Organization","keywords":"Anesthesiology; Medicine; Curriculum; Competence (human resources); Delphi; Medical education; Delphi method; Point of care ultrasound; Perioperative; Psychology; Ultrasound; Surgery; Anesthesia; Radiology; Computer science; Pedagogy","routes":{"ca_aff":true,"ca_fund":true,"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":[0.100097,0.0006061347,0.0008571036,0.004107658,0.003294667,0.002706326,0.002346481,0.002610611,0.00544096],"category_scores_gemma":[0.1415295,0.0005929566,0.002023432,0.002116606,0.001861783,0.003170159,0.007116181,0.00337815,0.001098417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006510093,"about_ca_system_score_gemma":0.04003383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01475961,"about_ca_topic_score_gemma":0.02255219,"domain_scores_codex":[0.9622725,0.01849516,0.007654561,0.001204113,0.007264901,0.003108708],"domain_scores_gemma":[0.8515956,0.07463312,0.005743347,0.003325689,0.05660031,0.008101846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006801804,0.001549085,0.2212801,0.01039631,0.0004463144,0.001177445,0.0796726,0.004312295,0.005677941,0.02353843,0.08397818,0.5672911],"study_design_scores_gemma":[0.000538276,0.001547078,0.3781984,0.05194366,0.001035265,0.003070728,0.2759039,0.02216291,0.008598131,0.04304155,0.2132573,0.0007026611],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5407234,0.01104768,0.1231435,0.1701117,0.002827702,0.020383,0.003281977,0.0005900411,0.1278911],"genre_scores_gemma":[0.7029594,0.005126291,0.2670282,0.007566773,0.0001367714,0.01034912,0.001665551,0.000114878,0.005053062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.100097,"threshold_uncertainty_score":0.5293701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09434764921535146,"score_gpt":0.3655091959070145,"score_spread":0.271161546691663,"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."}}