{"id":"W6926482201","doi":"10.25384/sage.24441640.v1","title":"Supplemental Material - The Emotional Impact and Coping Mechanisms Following Adverse Patient Events Among Canadian Vascular Surgeons and Trainees","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coping (psychology); Adverse effect; Vascular surgery; Adverse Childhood Experiences; MEDLINE; Emotional stress","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008409815,0.0007657399,0.0007412056,0.002838148,0.002200044,0.001290141,0.001295068,0.0009041654,0.6652958],"category_scores_gemma":[0.0137425,0.0003774189,0.0009476786,0.002844167,0.000192658,0.0008602455,0.0009210943,0.0008525748,0.04690444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003047392,"about_ca_system_score_gemma":0.005649701,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1752765,"about_ca_topic_score_gemma":0.3418529,"domain_scores_codex":[0.9995235,0.00005690128,0.00004780578,0.00003677083,0.000224308,0.0001106214],"domain_scores_gemma":[0.9848474,0.006358567,0.0007945756,0.0003087465,0.006789528,0.0009011375],"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":[0.0001159738,0.0003218963,0.006528466,0.0008047097,0.00002204384,0.00007779661,0.0001530038,0.00007923914,0.00005701206,0.0002345451,0.9646389,0.02696639],"study_design_scores_gemma":[0.0009121469,0.0005287536,0.4154982,0.004358485,0.0002254028,0.001491269,0.00310156,0.001561524,0.0006980679,0.004163128,0.5672496,0.0002118255],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.01118277,0.001009533,0.001138625,0.003679095,0.001124704,0.001535455,0.9423062,0.0008351766,0.03718839],"genre_scores_gemma":[0.08051956,0.004258914,0.01314225,0.00437934,0.001328555,0.005571005,0.7776831,0.0004742359,0.112643],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8247235,"threshold_uncertainty_score":0.4774149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04827221215897573,"score_gpt":0.3692811908521258,"score_spread":0.32100897869315,"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."}}