{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003325679,0.0002848534,0.0008792594,0.002077728,0.0002165275,0.00008663087,0.0004508401,0.0003087354,0.000243506],"category_scores_gemma":[0.002815365,0.0002576157,0.0003590522,0.001113081,0.000421185,0.0003660047,0.000006479095,0.0009913829,0.000003443384],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001799855,"about_ca_system_score_gemma":0.01035189,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004397985,"about_ca_topic_score_gemma":0.01999127,"domain_scores_codex":[0.9965355,0.0003309595,0.001723872,0.0003315418,0.0003648822,0.0007132811],"domain_scores_gemma":[0.9941589,0.003030533,0.0005054055,0.0002053615,0.001213131,0.0008866412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.002422671,0.001300088,0.4652682,0.002326155,0.001065614,0.3089269,0.08815476,0.005764533,0.01541622,0.05935645,0.01365123,0.03634725],"study_design_scores_gemma":[0.001420967,0.001707215,0.03516715,0.001311222,0.0001417423,0.9289609,0.008961514,0.0003727037,0.0002381249,0.007340259,0.01399872,0.0003795296],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832507,0.004634608,0.0004322043,0.0105808,0.0003430218,0.0005278948,0.00003040447,0.000009661827,0.0001907089],"genre_scores_gemma":[0.9649575,0.0001899717,0.0339298,0.0003179194,0.0004472437,0.00002484373,0.00003475199,0.00005382839,0.00004409599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.620034,"threshold_uncertainty_score":0.9999876,"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."}}