{"id":"W6957801834","doi":"10.60692/4jn6k-1nv46","title":"Academic global surgical competencies: A modified Delphi consensus study","year":2023,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Research Data Management Practices","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of British Columbia; Montreal Children's Hospital","funders":"","keywords":"Delphi method; Snowball sampling; Context (archaeology); Standardization; Delphi; Perioperative nursing; Core competency; Perioperative; Checklist","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":[0.1313793,0.0009871225,0.001276815,0.00507795,0.004181257,0.003022933,0.002434414,0.001816303,0.005708453],"category_scores_gemma":[0.09607936,0.001324333,0.0016163,0.003947472,0.004599329,0.003194555,0.008719298,0.002468623,0.001164159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006536419,"about_ca_system_score_gemma":0.01705919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003517641,"about_ca_topic_score_gemma":0.005881239,"domain_scores_codex":[0.8647201,0.1118995,0.007228142,0.002986395,0.008525381,0.004640601],"domain_scores_gemma":[0.9104071,0.0598071,0.002907392,0.003747948,0.02139264,0.001737803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001581904,0.001554011,0.02117245,0.007640075,0.000303408,0.001429703,0.6253315,0.006905159,0.007460232,0.02206734,0.01458812,0.2899661],"study_design_scores_gemma":[0.001072402,0.003925317,0.04703232,0.005349936,0.0002670595,0.0009521996,0.7809479,0.02004629,0.008395435,0.02777097,0.1036609,0.0005793438],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8186706,0.000457957,0.06555094,0.003566781,0.0003084751,0.07735331,0.001025217,0.0001384974,0.03292826],"genre_scores_gemma":[0.7328942,0.0007459449,0.1326242,0.001643207,0.00006058732,0.1262392,0.0007765152,0.00009208143,0.004924073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1313793,"threshold_uncertainty_score":0.6948082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1839646494149117,"score_gpt":0.341297301844095,"score_spread":0.1573326524291833,"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."}}