{"id":"W2921932115","doi":"10.1080/15555240.2018.1542309","title":"Work stress and recognition of need and intention to improve physical health","year":2018,"lang":"en","type":"article","venue":"Journal of Workplace Behavioral Health","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Multinomial logistic regression; Psychological intervention; Odds; Odds ratio; Logistic regression; Psychology; Confidence interval; Work (physics); Stress (linguistics); Medicine; Gerontology; Clinical psychology; Psychiatry","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":[0.0009871103,0.0001792765,0.0002447078,0.0006699482,0.0005568803,0.0007030704,0.0003073463,0.0004137454,0.001802418],"category_scores_gemma":[0.004943257,0.000175924,0.0004211873,0.0005295872,0.0003808995,0.0002668992,0.0004788835,0.0007301627,0.0001224428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001005039,"about_ca_system_score_gemma":0.001733778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1470495,"about_ca_topic_score_gemma":0.2384375,"domain_scores_codex":[0.9993451,0.0001253965,0.00006092117,0.0000592984,0.0002596874,0.0001496182],"domain_scores_gemma":[0.9960716,0.0007217337,0.001671401,0.0001651076,0.0005616075,0.0008084881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003098628,0.00008680395,0.9975547,0.00001292085,0.00003480123,0.000009238668,0.0001835629,0.00003482596,0.00007130628,0.00002302244,0.00005217029,0.001905559],"study_design_scores_gemma":[7.414153e-7,0.00001956454,0.9997495,0.00000425734,0.000004072662,0.000005490373,0.0001153563,0.00004167793,0.000008898065,0.000009294364,0.00003962414,0.000001635264],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986527,0.0002012123,0.00006669974,0.000118752,0.00000664562,0.0000121155,0.0001408163,0.000002039076,0.0007989235],"genre_scores_gemma":[0.9995746,0.00007702118,0.0000580614,0.00001387469,0.000005117139,0.000004953608,0.0001155845,6.152434e-7,0.0001501902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1470495,"threshold_uncertainty_score":0.2923871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05016601718281147,"score_gpt":0.4270699585417072,"score_spread":0.3769039413588957,"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."}}