{"id":"W2779962369","doi":"10.17265/2159-5542/2017.09.005","title":"Is Burn-Out the Main Issue? Impact of Aggressiveness and Depression in Burn-Out Among Operators in Oncology","year":2017,"lang":"en","type":"article","venue":"Journal of Psychology Research","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Aging","funders":"","keywords":"Burn out; Depression (economics); Oncology; Psychology; Medicine; Internal medicine; Clinical psychology; Economics","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":[0.0005501508,0.00009191156,0.000150365,0.0003970115,0.0005782736,0.0004736184,0.0001315779,0.0002797654,0.00136689],"category_scores_gemma":[0.002536462,0.0001450277,0.0001940584,0.0003021816,0.000328284,0.0002655423,0.0004227122,0.000401574,0.0001072787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003281748,"about_ca_system_score_gemma":0.0004438814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003523266,"about_ca_topic_score_gemma":0.007602551,"domain_scores_codex":[0.9996482,0.0001216798,0.00003283744,0.00003124371,0.00006859487,0.00009737701],"domain_scores_gemma":[0.9984066,0.0003032537,0.0006817757,0.00003206865,0.0001315854,0.0004447417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006731699,0.00006994628,0.9959555,0.000012701,0.000009969183,0.0001419395,0.001280057,0.0000119034,0.0002564687,0.000009387643,0.00006313626,0.002121678],"study_design_scores_gemma":[0.000001824114,0.00009939457,0.9943061,0.00001148512,0.000008291428,0.000195175,0.005192688,0.00003511034,0.00003818628,0.00001266819,0.00009563105,0.000003326056],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997476,0.00006803805,0.00001299484,0.00003714843,0.000003459002,0.000001784901,0.000007695208,2.408213e-7,0.0001210053],"genre_scores_gemma":[0.9997976,0.00007594338,0.00001559453,0.00002122687,0.000005447623,0.000001603877,0.00001310441,2.399205e-7,0.00006915072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003523266,"threshold_uncertainty_score":0.007005513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2437525563824558,"score_gpt":0.6404683456621684,"score_spread":0.3967157892797126,"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."}}