{"id":"W2135626221","doi":"","title":"Stress, burnout, and strategies for reducing them: what's the situation among Canadian family physicians?","year":2008,"lang":"en","type":"article","venue":"PubMed","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":164,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Family Medicine","funders":"","keywords":"Burnout; Depersonalization; Emotional exhaustion; Feeling; Population; Psychology; Clinical psychology; Occupational stress; Medicine; Social psychology; Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001370536,0.0003225238,0.0003472397,0.001573221,0.01107415,0.002502577,0.0009510729,0.001530126,0.002618874],"category_scores_gemma":[0.004965074,0.0003520206,0.0003600384,0.002558603,0.00218704,0.001172617,0.001059198,0.001090188,0.0001736431],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04247716,"about_ca_system_score_gemma":0.06621994,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9844962,"about_ca_topic_score_gemma":0.990664,"domain_scores_codex":[0.9982353,0.0002206868,0.00005671139,0.0001104915,0.0005881328,0.0007885812],"domain_scores_gemma":[0.9958799,0.0003136322,0.0005921997,0.00004039081,0.001412636,0.001761327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002658291,0.0001952376,0.7650282,0.001194458,0.00009239271,0.001144968,0.06306586,0.0002209746,0.001013796,0.001179153,0.01991994,0.1466793],"study_design_scores_gemma":[0.00001413977,0.00008386179,0.911858,0.0007227611,0.00004364327,0.0004761175,0.0724472,0.0001620811,0.00009919309,0.0002557622,0.01376256,0.00007468461],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9051209,0.0288356,0.0001997425,0.05383752,0.000251228,0.00004838233,0.0007354567,0.00002629754,0.01094496],"genre_scores_gemma":[0.9851081,0.01093262,0.0003557231,0.00185989,0.0000732628,0.00002766211,0.0002235563,0.000004974915,0.001414221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9575229,"threshold_uncertainty_score":0.3081948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09216251681479404,"score_gpt":0.3429453805773732,"score_spread":0.2507828637625791,"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."}}