{"id":"W4399624009","doi":"10.1007/s00464-024-10961-1","title":"The joy of surgery: how surgeons experience joy, time, and support","year":2024,"lang":"en","type":"article","venue":"Surgical Endoscopy","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; Guelph General Hospital","funders":"SAGES Education and Research Foundation","keywords":"Psychological intervention; Documentation; Burnout; Teamwork; Medicine; Reimbursement; Specialty; Psychology; Nursing; Medical education; Family medicine; Health care; Management; Clinical psychology","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":[0.003570149,0.0003763199,0.0004211792,0.001051669,0.004579221,0.008217295,0.0008625001,0.001885709,0.003070721],"category_scores_gemma":[0.01079255,0.0003747756,0.0004977667,0.0007874003,0.007282411,0.003658793,0.006663185,0.003834359,0.000416906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002250646,"about_ca_system_score_gemma":0.004191088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006439432,"about_ca_topic_score_gemma":0.01461224,"domain_scores_codex":[0.9952368,0.002919226,0.0001051017,0.0001730994,0.0007196632,0.0008460793],"domain_scores_gemma":[0.9933832,0.002382269,0.000875423,0.0001842706,0.0006510979,0.002523719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003441666,0.0004298567,0.09161068,0.0008288081,0.0002999076,0.00191945,0.7658015,0.0004181566,0.002768236,0.01797701,0.02722562,0.09037655],"study_design_scores_gemma":[0.00003646393,0.0001748209,0.06404417,0.0007784431,0.0000588312,0.001880875,0.8465113,0.0003434365,0.000339651,0.01066233,0.07501049,0.0001591838],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.865913,0.01802269,0.007215696,0.05287617,0.002036143,0.00006298772,0.000153767,0.0000798779,0.05363979],"genre_scores_gemma":[0.990279,0.003110999,0.0009555674,0.002959312,0.0001410296,0.0000245049,0.00003476265,0.00003074524,0.002464071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008217295,"threshold_uncertainty_score":0.01888102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06099690016226021,"score_gpt":0.4222139849140951,"score_spread":0.3612170847518348,"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."}}