{"id":"W6980881528","doi":"","title":"Daily dynamics of stress in Canadian paramedics and their spouses","year":2013,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Ancient and Medieval Archaeology Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Burnout; Coping (psychology); Rumination; Multilevel model; Longitudinal study; Social support; Marital status; Occupational burnout; Stress (linguistics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006446724,0.00002791342,0.0001765612,0.00005360394,0.0001495369,0.00001708507,0.0001129458,0.0000371347,0.0002335755],"category_scores_gemma":[0.00001693542,0.00007311621,0.00002921855,0.00003412594,0.001303205,0.0001416955,0.00006817215,0.00006804751,0.000004352613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003522611,"about_ca_system_score_gemma":0.00006495668,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9727951,"about_ca_topic_score_gemma":0.9997002,"domain_scores_codex":[0.999537,0.00001587672,0.00007235256,0.0001208923,0.00005902413,0.0001948646],"domain_scores_gemma":[0.9996475,0.00003308837,0.00004834307,0.00007204454,0.0001056623,0.00009339117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000003945485,0.00006857511,0.7139242,0.0001169594,0.00005403956,0.00004167189,0.03715565,9.972317e-7,0.000003845794,0.000554542,0.003053413,0.2450222],"study_design_scores_gemma":[0.0002734716,0.00004514979,0.9349911,0.00008517539,0.000008602644,0.00000295588,0.06135563,0.0002319289,1.183744e-7,0.001048046,0.001883472,0.00007437897],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930527,0.0002950613,0.000003809492,0.0002816826,0.0001097123,0.0001199174,0.0002479049,0.000009257462,0.005879986],"genre_scores_gemma":[0.997896,0.0002661884,0.00001967226,0.00004145108,0.00001755451,3.718582e-7,0.00001539377,0.000003910048,0.001739527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2449478,"threshold_uncertainty_score":0.4801712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00979231047291257,"score_gpt":0.157886153422664,"score_spread":0.1480938429497514,"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."}}