{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002540491,0.0002350632,0.0008500035,0.0003532871,0.0007107559,0.00001844756,0.0001305933,0.0001785222,0.00004322563],"category_scores_gemma":[0.00009082209,0.0002034481,0.00008557396,0.0005536889,0.0001418141,0.0002579062,0.0001099671,0.001101142,0.00002163028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003849322,"about_ca_system_score_gemma":0.0009636803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001190695,"about_ca_topic_score_gemma":0.0005460284,"domain_scores_codex":[0.9960927,0.0008334765,0.001535336,0.0002936678,0.0004156863,0.0008290977],"domain_scores_gemma":[0.9959624,0.000298785,0.001802709,0.0002084319,0.0005875505,0.001140098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00410274,0.001164941,0.4385581,0.00260897,0.00003827092,0.0000103268,0.0447768,0.000002123672,0.0003681214,0.0001553974,0.01471444,0.4934998],"study_design_scores_gemma":[0.01531847,0.04344643,0.8069345,0.03978059,0.000341135,0.0001336757,0.0794002,0.0001451436,0.000942747,0.004241194,0.007858383,0.001457544],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868926,0.0006344197,0.0005301593,0.009444415,0.001280483,0.001075048,0.00003394143,0.00002564199,0.00008328283],"genre_scores_gemma":[0.99235,0.0005012467,0.003631962,0.002240652,0.0009627861,0.00001928811,0.00001037349,0.00003861369,0.0002450981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4920422,"threshold_uncertainty_score":0.8296374,"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."}}