{"id":"W2341736783","doi":"10.1177/2050312116643907","title":"The effects of distress and the dimensions of coping strategies on physicians’ satisfaction with competence","year":2016,"lang":"en","type":"article","venue":"SAGE Open Medicine","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; University of Saskatchewan","funders":"","keywords":"Medicine; Coping (psychology); Competence (human resources); Distress; Clinical psychology; Family medicine; Psychology; Social psychology","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":[0.002065792,0.0001819204,0.000229515,0.0004547657,0.0002281181,0.0004993113,0.0002119534,0.0002329252,0.001708252],"category_scores_gemma":[0.01129582,0.0001120224,0.0004072475,0.0003856914,0.0006274105,0.0002987162,0.0006162698,0.0004431359,0.00008472519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000639961,"about_ca_system_score_gemma":0.000764414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005966256,"about_ca_topic_score_gemma":0.007670268,"domain_scores_codex":[0.9985661,0.0006984719,0.0001012016,0.00008064968,0.0003311023,0.0002226026],"domain_scores_gemma":[0.989666,0.005162344,0.003048355,0.0001924882,0.0007718842,0.001158932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002289566,0.0001410855,0.9819292,0.00004796954,0.000118814,0.00007634454,0.0008940271,0.0001535552,0.0006836015,0.00006547636,0.00009575722,0.01556512],"study_design_scores_gemma":[0.000004711447,0.00009877593,0.9992458,0.000007534889,0.000008469976,0.0000528528,0.0002934049,0.0001460797,0.00005571248,0.00001992274,0.00006428939,0.000002523082],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992828,0.000150643,0.00006160876,0.00009034449,0.000001910367,0.000005455072,0.00002681885,9.066306e-7,0.0003795988],"genre_scores_gemma":[0.9997974,0.00004793632,0.00005805562,0.00001879402,0.000002849458,0.000002627381,0.00002532226,3.351927e-7,0.00004654298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005966256,"threshold_uncertainty_score":0.01186305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0275825880179758,"score_gpt":0.3974854996694752,"score_spread":0.3699029116514994,"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."}}