{"id":"W4416072682","doi":"10.32687/0869-866x-2025-33-s2-1051-1056","title":"MODEL OF MOTIVATION FOR PROFESSIONAL DEVELOPMENT OF SPECIALISTS INVOLVED IN PROVIDING PRIMARY HEALTH CARE","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":"Professionalization; Incentive; Professional development; Health care; Payment; China; State (computer science); Sustainable development; Burnout","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":[0.009873992,0.000396062,0.00304174,0.001679349,0.0002726138,0.000002755279,0.0002708671,0.0004620116,0.00001979877],"category_scores_gemma":[0.001677893,0.0003736696,0.000134831,0.0008560417,0.0008992485,0.0001998724,0.000113517,0.0005354821,1.036248e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.006246473,"about_ca_system_score_gemma":0.1214296,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007759377,"about_ca_topic_score_gemma":0.002420834,"domain_scores_codex":[0.9910176,0.0006405324,0.005518171,0.0006340327,0.001146684,0.001042963],"domain_scores_gemma":[0.9926516,0.0004200427,0.003740698,0.0003217415,0.002046083,0.0008198677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006589333,0.001197738,0.01056209,0.3435009,0.0001123497,3.020492e-7,0.3471462,0.00000611108,0.0007674403,0.02136337,0.02726234,0.2474222],"study_design_scores_gemma":[0.03679116,0.008287862,0.09590138,0.06253149,0.0001192194,0.000002746389,0.09691097,0.001626169,0.000122652,0.001397932,0.6953629,0.0009455508],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2897955,0.3153549,0.007008927,0.3478022,0.008137767,0.02248661,0.0006535701,0.00009214538,0.00866843],"genre_scores_gemma":[0.9869959,0.002020726,0.004151142,0.004081674,0.0004892517,0.0002716216,0.0006078045,0.00005518922,0.001326681],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6972005,"threshold_uncertainty_score":0.9998716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1165716459929089,"score_gpt":0.3517502735526296,"score_spread":0.2351786275597207,"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."}}