{"id":"W2283108621","doi":"10.1007/bf01321666","title":"Stages of change for perceived stress in a Swiss population sample: An explorative study","year":2001,"lang":"de","type":"article","venue":"Sozial- und Präventivmedizin","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Transtheoretical model; Psychology; Psychological intervention; Population; Clinical psychology; Stress (linguistics); Quarter (Canadian coin); Sample (material); Medicine; Psychiatry; Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001038636,0.0005525023,0.0003077002,0.001459567,0.0008947708,0.0009455853,0.0003770959,0.0008833168,0.001188658],"category_scores_gemma":[0.003249395,0.0002933465,0.001173086,0.0009625147,0.0005401133,0.0006167726,0.0006796071,0.0006600737,0.0002154349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009294036,"about_ca_system_score_gemma":0.0006642216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01888919,"about_ca_topic_score_gemma":0.02298042,"domain_scores_codex":[0.9993851,0.0002604225,0.00004027872,0.00008766552,0.00009694466,0.0001294919],"domain_scores_gemma":[0.9986851,0.0004990158,0.0003155112,0.00009600375,0.0001818422,0.0002226006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007417412,0.0005283968,0.9895299,0.00001888673,0.00006894558,0.0001511923,0.0045942,0.0001038477,0.0008947026,0.0000461298,0.000100234,0.003221746],"study_design_scores_gemma":[0.000009832667,0.0004131043,0.997951,0.00000225027,0.00001701389,0.00004363626,0.001321468,0.0000940766,0.00005312262,0.00001576201,0.00007246087,0.00000632067],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995834,0.00005301779,0.00005464773,0.00001008751,0.00000238481,0.00003183069,0.0001087617,0.000001199695,0.0001546376],"genre_scores_gemma":[0.9993367,0.00003376064,0.00009389294,0.000007301368,0.000003455029,0.00007930721,0.0002429962,0.000001498584,0.0002011018],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01888919,"threshold_uncertainty_score":0.0375585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1860008206562298,"score_gpt":0.4705337317852124,"score_spread":0.2845329111289826,"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."}}