{"id":"W1996774929","doi":"10.1186/1471-2296-10-18","title":"May I long experience the joy of healing: professional and personal wellbeing among physicians from a Canadian province","year":2009,"lang":"en","type":"article","venue":"BMC Family Practice","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Manitoba; Research Manitoba","funders":"","keywords":"Psychological intervention; Autonomy; Medicine; Theme (computing); Specialty; Diversity (politics); Qualitative research; Personal life; Medical education; Nursing; Family medicine; Social science; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001339055,0.0002761614,0.0004002502,0.0001059627,0.002041628,0.00003235088,0.0003700165,0.0003083173,0.0001066501],"category_scores_gemma":[0.001407203,0.000196474,0.00007709365,0.0002707043,0.0002303971,0.0007264704,0.0001280202,0.001449924,0.0000295248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002161968,"about_ca_system_score_gemma":0.003655357,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2109161,"about_ca_topic_score_gemma":0.1034225,"domain_scores_codex":[0.9954402,0.001702804,0.0007649399,0.0005435706,0.0006751727,0.0008733029],"domain_scores_gemma":[0.9945008,0.003515898,0.0007496291,0.0004289821,0.0003978116,0.000406911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00074243,0.0004302098,0.8522952,0.0005251176,0.00007034566,0.0001027871,0.07644679,0.00001433806,0.002161245,0.003901142,0.006653514,0.05665692],"study_design_scores_gemma":[0.0006015998,0.00009228193,0.8919483,0.003270418,0.00004373635,0.000003883948,0.08637433,0.001092602,0.00005015548,0.0001984811,0.01605575,0.0002684962],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9681677,0.003515315,0.0002634915,0.02051497,0.001115683,0.001400401,0.0001007018,0.00005573364,0.004866032],"genre_scores_gemma":[0.9809349,0.0002943094,0.001995222,0.01421497,0.0005957108,0.0001247912,0.00003075185,0.00002879535,0.001780586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1074935,"threshold_uncertainty_score":0.9992576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05850327671616562,"score_gpt":0.4072113310399476,"score_spread":0.3487080543237819,"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."}}