{"id":"W2773988465","doi":"10.1186/s13104-017-2979-9","title":"Perceived causes of stress among a group of western Canadian dental students","year":2017,"lang":"en","type":"article","venue":"BMC Research Notes","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Medicine; Stress (linguistics); Family medicine","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":[0.0006275295,0.0003538747,0.0003302034,0.00124777,0.003851651,0.001453514,0.0006289489,0.0004961776,0.001735202],"category_scores_gemma":[0.001588604,0.0003081106,0.0003189283,0.001668276,0.001057332,0.0002889396,0.001125904,0.0006088597,0.0002251442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007806118,"about_ca_system_score_gemma":0.009740643,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8925294,"about_ca_topic_score_gemma":0.9197437,"domain_scores_codex":[0.9991461,0.00006169265,0.00003635492,0.00005515177,0.0003590029,0.0003417585],"domain_scores_gemma":[0.9988876,0.00005271554,0.000212091,0.00001742613,0.0003404326,0.0004897392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004533762,0.0001005954,0.9858202,0.00002571177,0.00001612272,0.0001018796,0.008775623,0.0000150833,0.0003049488,0.00003429507,0.000384444,0.004375854],"study_design_scores_gemma":[0.000002775809,0.00004859106,0.9823579,0.00001811989,0.000005686119,0.00005327678,0.01701497,0.00003554628,0.00003382637,0.00001169575,0.000409646,0.00000804122],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99901,0.00009376446,0.000009710528,0.0001152058,0.000005013389,0.00001242571,0.00008275229,0.000001003458,0.0006702303],"genre_scores_gemma":[0.9993161,0.0001703464,0.00002443216,0.00005335691,0.000004127353,0.000008141782,0.00008209822,7.355475e-7,0.0003406797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1074706,"threshold_uncertainty_score":0.216207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3158511874699296,"score_gpt":0.5719555787612415,"score_spread":0.2561043912913119,"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."}}