{"id":"W4377693279","doi":"10.1007/s00464-023-10135-5","title":"Factors influencing surgeon well-being: qualitatively exploring the joy of surgery","year":2023,"lang":"en","type":"article","venue":"Surgical Endoscopy","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"Society of American Gastrointestinal and Endoscopic Surgeons","keywords":"Burnout; Thematic analysis; Stressor; Nonprobability sampling; Autonomy; Medicine; Nursing; Qualitative research; Psychology; Medical education; Applied psychology; Clinical psychology; Sociology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003960513,0.0003006409,0.0007994205,0.0003125878,0.001155622,0.00001144639,0.0003122604,0.0002246972,0.0009422855],"category_scores_gemma":[0.00156836,0.000178172,0.0003056318,0.001195309,0.0001656711,0.000236886,0.0002857785,0.001118396,0.0004099504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001086065,"about_ca_system_score_gemma":0.0006481961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001888892,"about_ca_topic_score_gemma":0.00006827208,"domain_scores_codex":[0.9937916,0.002465952,0.001392692,0.0004161587,0.0007922101,0.001141372],"domain_scores_gemma":[0.9761324,0.0223774,0.0004654047,0.0004445333,0.0002760891,0.0003041523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002860705,0.00007364892,0.9465718,0.001171021,0.00008691272,0.00007472866,0.03219584,0.00002350902,0.0002838263,0.009781138,0.004706175,0.004745356],"study_design_scores_gemma":[0.002954007,0.0001101355,0.7497782,0.008618828,0.00004863227,0.000002011731,0.1040741,0.0001515995,0.004294171,0.005493244,0.1236465,0.0008285708],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900429,0.0003643474,0.000006903363,0.002522316,0.002486614,0.0004771269,0.00003881108,0.0002775878,0.003783349],"genre_scores_gemma":[0.9965551,0.00100136,0.00002121321,0.0002532137,0.000356661,0.0002833264,0.00005631171,0.00005137013,0.001421365],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1967936,"threshold_uncertainty_score":0.999971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2522988919250115,"score_gpt":0.4613952826117144,"score_spread":0.2090963906867029,"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."}}