{"id":"W4416072653","doi":"10.32687/0869-866x-2025-33-s2-958-963","title":"HEALTH WORKERS’ COMMITMENT TO A HEALTHY LIFESTYLE","year":2025,"lang":"ru","type":"article","venue":"Problems of Social Hygiene Public Health and History of Medicine","topic":"Healthcare Systems and Public Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Logistic regression; Population; Health care; Perception; Quarter (Canadian coin); Healthy eating; Work (physics); Health promotion; Institution","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01754836,0.0007881644,0.004869353,0.002359343,0.0007946075,0.00001656157,0.0005650336,0.0006276767,0.0002740723],"category_scores_gemma":[0.00206066,0.0007460939,0.0002584913,0.002139822,0.001692629,0.0002034403,0.0002690704,0.001325671,0.0000154532],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.008238538,"about_ca_system_score_gemma":0.08337334,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.109447,"about_ca_topic_score_gemma":0.003921072,"domain_scores_codex":[0.985871,0.002260688,0.005918825,0.001311658,0.001773777,0.002864078],"domain_scores_gemma":[0.9879379,0.0005860923,0.002852366,0.0009673899,0.001459678,0.006196553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003886217,0.001009758,0.01045846,0.05949027,0.0001922159,0.000003312889,0.08164743,5.676449e-7,0.000009561273,0.02073283,0.5147048,0.3113621],"study_design_scores_gemma":[0.006602086,0.01004848,0.02032319,0.008941934,0.00004852331,0.00001542276,0.01430033,0.0000291025,3.659655e-7,0.0001612694,0.9391946,0.000334716],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.005071691,0.2234633,0.000787763,0.7473721,0.004861749,0.004884491,0.0001252482,0.0001058741,0.01332778],"genre_scores_gemma":[0.7945028,0.02205139,0.001156835,0.164631,0.002654875,0.0004075216,0.0002766858,0.0001560415,0.01416285],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.7894311,"threshold_uncertainty_score":0.999499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0643244976397564,"score_gpt":0.3480329351526014,"score_spread":0.283708437512845,"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."}}