{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":16,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":16,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"3f040423ffe0","filters":{"venue":"Problems of Social Hygiene Public Health and History of Medicine"}},"results":[{"id":"W2998678521","doi":"10.32687/0869-866x-2019-27-6-992-996","title":"The organizational aspects of health care of students of institutions of higher professional education","year":2019,"lang":"en","type":"article","venue":"Problems of Social Hygiene Public Health and History of Medicine","topic":"Human Health and Disease","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Audit; Health care; Population; Psychology; Medical care; Russian federation; Family medicine; Quality (philosophy); Medical education; Medicine; Environmental health; Political science; Sociology; Business; Geography","authors":[{"name":"А. В. Казанцева","is_ca":false},{"name":"Elena V. Anufrieva","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04344109003728152,"gpt":0.3635632740177896,"spread":0.3201221839805081,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001062108,0.000120642,0.0001284797,0.0004151578,0.00112482,0.000852784,0.0003675154,0.0003381306,0.004575918],"category_scores_gemma":[0.002224432,0.00009604287,0.0001442877,0.000523133,0.0005883698,0.0003231991,0.001028277,0.0005602423,0.0004519068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001691209,"about_ca_system_score_gemma":0.005521666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009229585,"about_ca_topic_score_gemma":0.01603905,"domain_scores_codex":[0.9985242,0.0005098933,0.00007998644,0.0001364063,0.0002561256,0.0004933781],"domain_scores_gemma":[0.9956359,0.0002671619,0.001085181,0.0001781426,0.0005586148,0.002274973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005661898,0.0003037542,0.9003276,0.0002675794,0.00002515185,0.000203941,0.00375084,0.000163749,0.001488046,0.001837454,0.005177423,0.08639783],"study_design_scores_gemma":[0.000004597376,0.0001328921,0.9789434,0.00008271263,0.000005917598,0.0001352941,0.003763743,0.00008826598,0.000149209,0.000258895,0.01642688,0.000008058309],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.977411,0.002657069,0.0006587768,0.006412772,0.000184478,0.00007049283,0.000296619,0.00002375221,0.01228508],"genre_scores_gemma":[0.9949869,0.0009488825,0.0004224294,0.0007056674,0.0001084555,0.00002167421,0.0001842197,0.000003325744,0.002618481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009229585,"threshold_uncertainty_score":0.01835167,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4383710935","doi":"10.32687/0869-866x-2023-31-3-342-349","title":"The comparative evaluation of heterogeneity of urban and rural population aging at the regional level","year":2023,"lang":"en","type":"article","venue":"Problems of Social Hygiene Public Health and History of Medicine","topic":"Regional Socio-Economic Development Trends","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Population; Population ageing; Residence; Geography; Rural area; Demography; Quarter (Canadian coin); Rural population; Sociology; Medicine","authors":[{"name":"Г. М. Гайдаров","is_ca":false},{"name":"T I Alekseevskaya","is_ca":false},{"name":"Oleg Yu. Sofronov","is_ca":false},{"name":"D U Kindrat","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2966286729485183,"gpt":0.3947901092587608,"spread":0.09816143631024254,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001046688,0.0001266368,0.0003082634,0.001515278,0.0002899554,0.0005695829,0.0003087958,0.0001312807,0.001977213],"category_scores_gemma":[0.004280936,0.00008904967,0.0003253834,0.001529633,0.0003555532,0.0004242397,0.0008537836,0.0001323516,0.0002560296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004894334,"about_ca_system_score_gemma":0.0003838973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007239101,"about_ca_topic_score_gemma":0.007948083,"domain_scores_codex":[0.9991835,0.0003077472,0.00005696037,0.0001798273,0.000147648,0.0001243166],"domain_scores_gemma":[0.9981926,0.0004779175,0.0005199574,0.0002158466,0.0004669093,0.0001267241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001925406,0.00002458242,0.9660189,0.0001197257,0.0002931867,0.0002902353,0.002865289,0.001291769,0.0007647382,0.001749998,0.0006780476,0.02571096],"study_design_scores_gemma":[0.000002005152,0.00007321798,0.9946248,0.00001264889,0.00005963739,0.0002635255,0.002520015,0.0006724552,0.0001244983,0.0002772149,0.001364292,0.000005655913],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946433,0.0009439684,0.0007157215,0.0001090811,0.000008607553,0.00001467597,0.0005890916,0.00001931476,0.002956111],"genre_scores_gemma":[0.9993939,0.0001216744,0.00007754302,0.000005641743,0.000008760882,0.000004109876,0.0001972211,0.000003049751,0.0001879822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007239101,"threshold_uncertainty_score":0.01439393,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3174955858","doi":"10.32687/0869-866x-2021-29-3-503-508","title":"The vector of integration of medical nurses-bachelors in practical health care","year":2021,"lang":"en","type":"article","venue":"Problems of Social Hygiene Public Health and History of Medicine","topic":"Healthcare Systems and Public Health","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Nursing; General partnership; Certification; Health care; Nurse education; Professionalization; Medicine; Family medicine; Medical education; Political science","authors":[{"name":"T.G. Snegireva","is_ca":false},{"name":"Yu. E. Shadrina","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0852302179254754,"gpt":0.3947876867620186,"spread":0.3095574688365432,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001230546,0.0001676539,0.000133599,0.00107002,0.001703553,0.001791541,0.0003839125,0.0003502335,0.005819723],"category_scores_gemma":[0.003758292,0.0001459007,0.0001306159,0.001166989,0.0009066729,0.0008067249,0.002411871,0.001022131,0.0005872865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002870353,"about_ca_system_score_gemma":0.005033345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009279194,"about_ca_topic_score_gemma":0.01310526,"domain_scores_codex":[0.9976235,0.0005425678,0.00008374522,0.0002676338,0.0008545246,0.0006280694],"domain_scores_gemma":[0.9967684,0.0003613484,0.0007055144,0.0001194995,0.0006157122,0.001429627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001697362,0.0003375703,0.7879751,0.0001806054,0.00002843256,0.0006326902,0.02346784,0.0001373113,0.002764881,0.02611755,0.006487673,0.1517007],"study_design_scores_gemma":[0.00001446003,0.0002000222,0.9291673,0.00013073,0.00001107645,0.000985662,0.02681121,0.0002863579,0.0003567551,0.000982229,0.04104235,0.00001194448],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9650694,0.001183631,0.0005547216,0.002616605,0.00009995056,0.00005153863,0.00008391931,0.00002088915,0.03031933],"genre_scores_gemma":[0.9953848,0.0003219134,0.0002430449,0.000218916,0.00002461819,0.00001598643,0.00006622198,0.000005156061,0.003719484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009279194,"threshold_uncertainty_score":0.02082592,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3129308865","doi":"10.32687/0869-866x-2021-29-1-96-102","title":"The attitude and awareness of students of medical university concerning issues of reproductive health and pregravid training from positions of “4P Medicine”","year":2021,"lang":"en","type":"article","venue":"Problems of Social Hygiene Public Health and History of Medicine","topic":"Healthcare Systems and Public Health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medical education; Quarter (Canadian coin); Family medicine; Reproductive health; Medicine; Psychology; Population; Environmental health; Geography","authors":[{"name":"L. V. Aboliyan","is_ca":false},{"name":"O. D. Lazareva","is_ca":false},{"name":"A. S. Garaeva","is_ca":false},{"name":"O. K. Khvostunov","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1338712093786054,"gpt":0.3866486233650495,"spread":0.252777413986444,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007232847,0.000130418,0.0001964129,0.0005637895,0.0004540641,0.0007861545,0.0001503306,0.0004775847,0.002927229],"category_scores_gemma":[0.003220567,0.0001686692,0.0002220005,0.0003887339,0.0004045256,0.0005392752,0.000556691,0.0005761379,0.0003178465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002722031,"about_ca_system_score_gemma":0.0005246911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001502675,"about_ca_topic_score_gemma":0.002381225,"domain_scores_codex":[0.9994672,0.0001223866,0.0000522409,0.00004255669,0.0001674667,0.0001482081],"domain_scores_gemma":[0.9982625,0.0003843428,0.0006582176,0.00005002937,0.0001975696,0.0004473991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000462593,0.0001885168,0.9826027,0.00004917163,0.0000144862,0.0001516911,0.00846984,0.00002789034,0.0006244042,0.00009890369,0.0002079085,0.007518225],"study_design_scores_gemma":[0.000003699372,0.0003492158,0.9833044,0.00004076372,0.00001340921,0.0004568589,0.01414736,0.0001055153,0.0002171563,0.00006756392,0.001284581,0.000009365388],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991566,0.0000911413,0.00002277292,0.00009759709,0.000004723141,0.000004651029,0.00001716608,5.955718e-7,0.0006047356],"genre_scores_gemma":[0.9993456,0.0001327835,0.00002869265,0.00006637721,0.000006535383,0.000004708997,0.00002387839,4.063033e-7,0.0003909856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002927229,"threshold_uncertainty_score":0.009792507,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404417066","doi":"10.32687/0869-866x-2024-32-s2-1068-1071","title":"Export of medical education in the world market of educational services","year":2024,"lang":"en","type":"article","venue":"Problems of Social Hygiene Public Health and History of Medicine","topic":"Medical and Biological Sciences","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Business; Medical education; Medicine","authors":[{"name":"O.A. Bolbachan","is_ca":false},{"name":"D D Ibraimova","is_ca":false},{"name":"Mikhail Kuznetsov","is_ca":false},{"name":"Polina Ananchenkova","is_ca":false},{"name":"V V Tonkonog","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04964233188601378,"gpt":0.3472285538313206,"spread":0.2975862219453068,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001816012,0.0001889059,0.0002676121,0.001596348,0.0009835867,0.004723605,0.0004422611,0.0006766365,0.01396962],"category_scores_gemma":[0.005304863,0.00008313764,0.0002575394,0.003113578,0.001059015,0.004657638,0.00165525,0.0009482896,0.001017443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001600222,"about_ca_system_score_gemma":0.001797745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003233964,"about_ca_topic_score_gemma":0.003582268,"domain_scores_codex":[0.9989564,0.000286978,0.00008184421,0.0001264715,0.0002727773,0.0002754448],"domain_scores_gemma":[0.994611,0.001742763,0.001833503,0.0002277408,0.0007743201,0.0008105574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003788946,0.0002205361,0.457893,0.0009915406,0.00006428802,0.004743809,0.01583167,0.0005423905,0.00168665,0.09677105,0.0437266,0.3771496],"study_design_scores_gemma":[0.0000192458,0.0002964953,0.5504016,0.001834405,0.00004352468,0.00550913,0.09053962,0.00135155,0.0007806606,0.009970595,0.3391928,0.000060324],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.793235,0.02084498,0.00228592,0.05352247,0.001266048,0.00007299076,0.001515247,0.0001465647,0.1271108],"genre_scores_gemma":[0.9779199,0.008359431,0.001140173,0.002741084,0.0006200359,0.00001553664,0.0006692653,0.00004706622,0.008487543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01396962,"threshold_uncertainty_score":0.04673308,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2996091409","doi":"10.32687/0869-866x-2019-27-si1-536-542","title":"Art therapy in treatment, rehabilitation, micro- and macrosocial adaptation of children with autism spectrum disorders by means of a special rehabilitation and adaptation program “Art therapy (drama therapy): ‘Because You are Needed…’ for children with general disorders of psychological development and other mental disorders”","year":2019,"lang":"en","type":"article","venue":"Problems of Social Hygiene Public Health and History of Medicine","topic":"Psychology of Development and Education","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Child, Adolescent and Family Mental Health","funders":"","keywords":"Drama therapy; Rehabilitation; Adaptation (eye); Art therapy; Family therapy; Psychotherapist; Psychology; Drama; Group psychotherapy; Clinical psychology","authors":[{"name":"М А Бебчук","is_ca":false},{"name":"Л А Ходырева","is_ca":false},{"name":"D. Dovbysh","is_ca":false},{"name":"Emiliya Dzhavadova","is_ca":false},{"name":"E E Konshina","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02813604476102008,"gpt":0.3015456971726257,"spread":0.2734096524116056,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003619865,0.0002173106,0.0001367887,0.0004786368,0.000749879,0.000286031,0.0003098436,0.0003490374,0.002110706],"category_scores_gemma":[0.00049058,0.00009431483,0.0004375396,0.0002706156,0.0006998358,0.0002051271,0.001004523,0.0007189127,0.0001275507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003350641,"about_ca_system_score_gemma":0.0007734066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001478923,"about_ca_topic_score_gemma":0.005260196,"domain_scores_codex":[0.9996972,0.0001570398,0.00001375888,0.00003433118,0.00004496346,0.00005284014],"domain_scores_gemma":[0.9999075,0.00003781585,0.000008448436,0.00001053511,0.000003799846,0.0000319025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007367056,0.006792328,0.01457549,0.001273124,0.0001088325,0.002367153,0.01633329,0.0009997213,0.01317122,0.004886189,0.005883792,0.9328722],"study_design_scores_gemma":[0.001619986,0.01251559,0.7124754,0.001563616,0.0007260995,0.02151878,0.01937538,0.002192452,0.01737629,0.004727317,0.2058062,0.0001028141],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9642291,0.01053962,0.002092042,0.0008337936,0.0002138587,0.0003051354,0.00007638626,0.00006294633,0.02164704],"genre_scores_gemma":[0.9755985,0.007967253,0.01003256,0.0002111386,0.000123702,0.0004800776,0.00007658712,0.00001858688,0.005491565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002110706,"threshold_uncertainty_score":0.007061064,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3197704006","doi":"10.32687/0869-866x-2021-29-4-856-860","title":"The prospective directions of development of entrepreneurship in health care of the Russian Federation","year":2021,"lang":"en","type":"article","venue":"Problems of Social Hygiene Public Health and History of Medicine","topic":"Healthcare Systems and Public Health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Health care; Entrepreneurship; Economic growth; Business; Normative; General partnership; Public–private partnership; Quality (philosophy); Political science; Public health; Russian federation; HRHIS; Health policy; Public relations; Medicine; Nursing; Economics; Economic policy","authors":[{"name":"E. E. Kobyatskaya","is_ca":false},{"name":"T. N. Zhilina","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04457369356571535,"gpt":0.3083946973569611,"spread":0.2638210037912457,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003522262,0.00009569529,0.00009165704,0.00100789,0.002127547,0.002849611,0.0002616936,0.0003461307,0.001323615],"category_scores_gemma":[0.003383287,0.00009596971,0.0001790372,0.0007308042,0.002100198,0.0009660067,0.001330892,0.0005081284,0.000102797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002037448,"about_ca_system_score_gemma":0.007777217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005604499,"about_ca_topic_score_gemma":0.005911402,"domain_scores_codex":[0.9979025,0.001158361,0.0001171215,0.0001379951,0.0002337045,0.000450169],"domain_scores_gemma":[0.9977447,0.0007521949,0.0004983568,0.0001811447,0.0004567561,0.0003669764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008083861,0.0001702118,0.2028002,0.0003379724,0.00002727162,0.0007358274,0.02742746,0.0008880206,0.0009115661,0.6325165,0.00386374,0.1302404],"study_design_scores_gemma":[0.00003666307,0.0002479954,0.6427923,0.0012358,0.00004633882,0.0009327616,0.051013,0.00327557,0.00154496,0.1274317,0.171383,0.00005995643],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8232644,0.008115487,0.003730595,0.02348325,0.0002194542,0.00009567269,0.0001343632,0.00002602521,0.1409307],"genre_scores_gemma":[0.9971257,0.001050613,0.0005730853,0.0001360661,0.00001895516,0.00001358369,0.00001875746,0.000001376796,0.001062004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005604499,"threshold_uncertainty_score":0.0186277,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Professionalization; Incentive; Professional development; Health care; Payment; China; State (computer science); Sustainable development; Burnout","authors":[{"name":"A. V. Smyshlyaev","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1165716459929089,"gpt":0.3517502735526296,"spread":0.2351786275597207,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007162857,0.0003557961,0.0001980622,0.001569088,0.003802037,0.003708058,0.001098496,0.001377391,0.002358198],"category_scores_gemma":[0.008413824,0.0001927006,0.0004930235,0.0007869247,0.006041981,0.002036706,0.002735854,0.001601936,0.0003082064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008474506,"about_ca_system_score_gemma":0.007884192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00416106,"about_ca_topic_score_gemma":0.004358072,"domain_scores_codex":[0.9897687,0.007439114,0.0002394995,0.0004182074,0.001209198,0.0009252654],"domain_scores_gemma":[0.9938506,0.003177185,0.0005964684,0.0003169167,0.0009448113,0.001114013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000930129,0.0007239932,0.06985182,0.0003759531,0.00003329753,0.001010041,0.6539759,0.001078933,0.001620756,0.2181971,0.007243973,0.04579511],"study_design_scores_gemma":[0.0000593197,0.0004358839,0.04440403,0.0005659783,0.00003045856,0.001864357,0.808801,0.007828622,0.001003768,0.03810944,0.09678537,0.0001117729],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8529229,0.0005472902,0.03625354,0.01570257,0.0001697835,0.0008072996,0.0002109947,0.00009244343,0.09329313],"genre_scores_gemma":[0.9922704,0.0001071547,0.004498845,0.0002766252,0.000007048657,0.0001484412,0.00004782867,0.000008751572,0.002634947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008474506,"threshold_uncertainty_score":0.0614872,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4383710220","doi":"10.32687/0869-866x-2023-31-3-428-434","title":"The medical social measurements of conditions of professional activity of vegetable-growers of protected soil","year":2023,"lang":"en","type":"article","venue":"Problems of Social Hygiene Public Health and History of Medicine","topic":"Regional Economic Development and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Residence; Agriculture; Business; Quality (philosophy); Quarter (Canadian coin); Affect (linguistics); Professional development; Public relations; Psychology; Medicine; Political science; Medical education; Demographic economics; Geography; Economics","authors":[{"name":"M E Elyutina","is_ca":false},{"name":"A D Trubetskov","is_ca":false},{"name":"Timur V. Temaev","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09725679637994379,"gpt":0.2935602007038927,"spread":0.1963034043239489,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004496694,0.0001504308,0.0001307466,0.001149956,0.0009677353,0.0005205148,0.0001761611,0.0003401826,0.002212183],"category_scores_gemma":[0.002754615,0.0001148052,0.0001594854,0.0004638753,0.0008549442,0.0003167865,0.0009430696,0.0003105856,0.0001622808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008936883,"about_ca_system_score_gemma":0.0006459105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00722414,"about_ca_topic_score_gemma":0.01222168,"domain_scores_codex":[0.9993854,0.0002969539,0.00003618574,0.00005808818,0.00008239728,0.0001409598],"domain_scores_gemma":[0.9985573,0.0003713679,0.0004988007,0.00004332037,0.0001843327,0.0003449445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001621937,0.000224391,0.9186988,0.00009091011,0.00002169468,0.0004114105,0.06600887,0.00009102619,0.001550876,0.0002769379,0.0004046274,0.01205814],"study_design_scores_gemma":[0.000002983359,0.0001978352,0.9258804,0.00001731829,0.000006223905,0.0002277925,0.07238194,0.00009085082,0.0001101698,0.0000822095,0.0009929178,0.00000931136],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991522,0.00006744597,0.00003059474,0.00004503419,0.000002248917,0.000005803628,0.00006029155,8.960774e-7,0.0006354068],"genre_scores_gemma":[0.9994633,0.00006056687,0.00003692477,0.00001093693,0.000003238652,0.000009116227,0.00004528054,6.167556e-7,0.0003700577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00722414,"threshold_uncertainty_score":0.01436418,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416072582","doi":"10.32687/0869-866x-2025-33-s2-1044-1050","title":"CRITERIAS FOR ASSESSING THE QUALITY OF MEDICAL SERVICES PROVIDED BY MULTIDISCIPLINARY TEAMS IN THE COUNTRIES OF THE WORLD (LITERATURE REVIEW)","year":2025,"lang":"ru","type":"review","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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Multidisciplinary approach; Quality (philosophy); Health care; Work (physics); Public health; Population; Primary health care; Multidisciplinary team","authors":[{"name":"Alyona S. Timofeeva","is_ca":false},{"name":"Н Н Камынина","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07773997064432563,"gpt":0.4413459095753692,"spread":0.3636059389310436,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006901256,0.001908173,0.003835721,0.02745869,0.0007319158,0.002488716,0.002140707,0.001235234,0.003084633],"category_scores_gemma":[0.01515094,0.000536819,0.002773958,0.0249368,0.001374653,0.002311133,0.001372875,0.0009229977,0.0005315862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002996458,"about_ca_system_score_gemma":0.006781008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008359529,"about_ca_topic_score_gemma":0.0113281,"domain_scores_codex":[0.9941894,0.001403068,0.002207758,0.0003712685,0.00169019,0.0001384062],"domain_scores_gemma":[0.988615,0.007058311,0.00213004,0.0001663513,0.001895898,0.0001344328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001229074,0.00006376025,0.002642849,0.3182932,0.001004375,0.0002452111,0.0005295686,0.0003952509,0.0003149438,0.003658979,0.01319932,0.6595296],"study_design_scores_gemma":[0.0001074628,0.0003522585,0.02828567,0.546676,0.007908173,0.00388957,0.002488123,0.0004608898,0.0009842349,0.004093346,0.4045749,0.0001792567],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004524861,0.9976193,0.0003170881,0.000261785,0.0001325261,0.0001272084,0.0003004845,0.0000074635,0.0007815634],"genre_scores_gemma":[0.0062823,0.9898474,0.002748316,0.0002045881,0.00007758885,0.000223456,0.0004325815,0.00000524838,0.0001785745],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02745869,"threshold_uncertainty_score":0.03649771,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2997229753","doi":"10.32687/0869-866x-2019-27-6-1022-1026","title":"The satisfaction of parents with ambulatory polyclinic care of children in conditions of the region","year":2019,"lang":"en","type":"article","venue":"Problems of Social Hygiene Public Health and History of Medicine","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Polyclinic; Quarter (Canadian coin); Workload; Family medicine; Health care; Medicine; Psychology; Job satisfaction; Nursing; Social psychology","authors":[{"name":"З. Р. Аликова","is_ca":false},{"name":"L A Anayeva","is_ca":false},{"name":"Fatima U. Kozyreva","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04296156654109245,"gpt":0.3388590770530743,"spread":0.2958975105119819,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008481265,0.0001075929,0.0002039683,0.0003261776,0.000373167,0.0006392219,0.0001673649,0.0002822143,0.002018392],"category_scores_gemma":[0.004630241,0.000105839,0.00030711,0.0003671171,0.0002793595,0.0002165407,0.0003017042,0.0004028819,0.0001352057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004504395,"about_ca_system_score_gemma":0.000333597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005260446,"about_ca_topic_score_gemma":0.005522025,"domain_scores_codex":[0.9991677,0.0004634543,0.00006079904,0.00004847008,0.0001260666,0.0001336746],"domain_scores_gemma":[0.9976743,0.0006140138,0.0008983992,0.00006952915,0.0003303514,0.0004133726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001165715,0.00004733454,0.9865574,0.00003525211,0.00005096565,0.0004433557,0.005052717,0.0000754514,0.0004096196,0.00006040224,0.0004065668,0.006744287],"study_design_scores_gemma":[0.00000390511,0.0002053675,0.9868085,0.00001524623,0.00001583213,0.0006833137,0.01129202,0.0001649812,0.00009540161,0.00001647336,0.0006921363,0.000006676795],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999151,0.0001421742,0.00003718657,0.0001038317,0.000006491923,0.000003173784,0.00007139928,0.000001325867,0.0004832859],"genre_scores_gemma":[0.9996868,0.0000810399,0.00003300851,0.0000248618,0.000003815699,0.000002510144,0.00004680832,6.475128e-7,0.0001204527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005260446,"threshold_uncertainty_score":0.01045966,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3205599752","doi":"10.32687/0869-866x-2021-29-5-1152-1155","title":"The children's animated cartoon as a factor of family social health","year":2021,"lang":"en","type":"article","venue":"Problems of Social Hygiene Public Health and History of Medicine","topic":"Sociopolitical Dynamics in Russia","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Socialization; Style (visual arts); Psychology; Authoritarianism; Nuclear family; Quarter (Canadian coin); Institution; Social psychology; Sociology; History; Visual arts; Art; Political science; Social science; Politics","authors":[{"name":"T. V. Leontyeva","is_ca":false},{"name":"Irina V. Dolgorukova","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07051887765155021,"gpt":0.3529553870839516,"spread":0.2824365094324014,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003595453,0.0001461738,0.0001085568,0.0005434342,0.0008298086,0.0006361539,0.0001288971,0.0001535746,0.002625511],"category_scores_gemma":[0.001384172,0.00006272252,0.0001164456,0.0004448928,0.001136878,0.0002537562,0.0006383893,0.0003083733,0.00006878583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001050423,"about_ca_system_score_gemma":0.0004892349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0144149,"about_ca_topic_score_gemma":0.0153248,"domain_scores_codex":[0.9997026,0.0001541964,0.000009074342,0.00003107886,0.00004492401,0.00005812147],"domain_scores_gemma":[0.9995306,0.0001959323,0.0001403016,0.00002500869,0.00004090341,0.00006737462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002235273,0.0001431912,0.7431293,0.0001498264,0.00003373293,0.002183654,0.1958638,0.0001316102,0.002613313,0.004838658,0.0010968,0.04959256],"study_design_scores_gemma":[0.000002520704,0.00006588896,0.9198185,0.00003559592,0.0000145102,0.0005588589,0.07289834,0.00009813214,0.0002598896,0.0002443792,0.005993712,0.00000975399],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966052,0.0002386799,0.00006137323,0.00009883307,0.000004894092,0.000004246768,0.00002300998,0.000001263551,0.002962627],"genre_scores_gemma":[0.9993561,0.0001306455,0.000065853,0.00000812244,0.000002868859,0.000001894302,0.00001192298,7.193142e-7,0.0004218887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0144149,"threshold_uncertainty_score":0.02866203,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391851889","doi":"10.32687/0869-866x-2024-32-1-102-105","title":"The organization and management of the system of medical social services in foreign countries","year":2024,"lang":"en","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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Business; Medical services; Management system; Political science; Economic growth; Management; Economics; Health care","authors":[{"name":"E.N. Seifieva","is_ca":false},{"name":"I.A. Zayarnaya","is_ca":false},{"name":"I. N. Voblaya","is_ca":false},{"name":"T G Martseva","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03015402528556773,"gpt":0.2979122199779159,"spread":0.2677581946923482,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007334045,0.0002607442,0.0002146467,0.003319603,0.002082075,0.007487987,0.000718079,0.001205366,0.001567569],"category_scores_gemma":[0.00588403,0.0002075045,0.0002700432,0.005364395,0.005559903,0.002946775,0.001877937,0.0009130768,0.000254649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01200763,"about_ca_system_score_gemma":0.01988148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01574012,"about_ca_topic_score_gemma":0.01226995,"domain_scores_codex":[0.9938055,0.004325156,0.0002152197,0.0002089266,0.0007355005,0.000709698],"domain_scores_gemma":[0.9973328,0.001166794,0.0004521504,0.0001975732,0.0004487776,0.0004018898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00002845061,0.00004997601,0.008432728,0.0004803761,0.00003229169,0.0003030789,0.009982014,0.007356412,0.0002490493,0.8632463,0.00593219,0.1039072],"study_design_scores_gemma":[0.00005553486,0.0005936352,0.05800211,0.00455062,0.00008312333,0.0008962679,0.05520802,0.02135901,0.001211526,0.2922816,0.5655766,0.0001820494],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3074174,0.1062062,0.0446876,0.07077038,0.001458275,0.0003864099,0.000277497,0.00018012,0.4686161],"genre_scores_gemma":[0.9509001,0.03105779,0.009157292,0.0008146089,0.000350598,0.0001012785,0.00008591337,0.00001771356,0.007514756],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01574012,"threshold_uncertainty_score":0.0871219,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3184289431","doi":"10.32687/0869-866x-2021-29-s1-713-719","title":"PRACTICAL AND FUNCTIONAL RESEARCH OF THE INTERACTION OF LEVELS OF PUBLIC AUTHORITY IN FEDERAL STATES IN THE CONTEXT OF THE NEW CORONAVIRUS INFECTION (COVID-19) PANDEMIC: ASSESSMENTS AND PROSPECTS","year":2021,"lang":"en","type":"article","venue":"Problems of Social Hygiene Public Health and History of Medicine","topic":"COVID-19, Geopolitics, Technology, Migration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Context (archaeology); Federalism; Pandemic; Negotiation; Political science; Public administration; Coronavirus disease 2019 (COVID-19); Public relations; Law; Medicine; Geography; Politics","authors":[{"name":"Salavat Hamitovich Sarmanaev","is_ca":false},{"name":"Т. В. Гололобова","is_ca":false},{"name":"Т. Г. Суранова","is_ca":false},{"name":"G. N. Suvorov","is_ca":false},{"name":"Sergey Zenin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4757177073327784,"gpt":0.5108222683435001,"spread":0.03510456101072168,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01053707,0.0002356313,0.0002128208,0.002044811,0.006221204,0.006134282,0.001071298,0.001388341,0.006886754],"category_scores_gemma":[0.01038894,0.0002279831,0.0003078188,0.001580966,0.01046371,0.005579073,0.003821663,0.001304976,0.0003011772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00784866,"about_ca_system_score_gemma":0.00839834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007652335,"about_ca_topic_score_gemma":0.0147128,"domain_scores_codex":[0.9879233,0.008856847,0.0002322163,0.0006235357,0.0009613269,0.001402736],"domain_scores_gemma":[0.9915205,0.004275417,0.001535404,0.0004921759,0.001242574,0.0009339835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001635378,0.0004082801,0.176761,0.0004557835,0.00004583835,0.001828328,0.2964748,0.002059461,0.002639117,0.3761621,0.004060444,0.1389413],"study_design_scores_gemma":[0.00001133893,0.0003114901,0.1281758,0.0005218225,0.00003319216,0.0009545086,0.7290716,0.002513146,0.001173385,0.06260447,0.07457824,0.00005103304],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8446556,0.002326516,0.01210972,0.01613511,0.0001760222,0.0001190303,0.00006917289,0.0000251871,0.1243837],"genre_scores_gemma":[0.9970565,0.0002810952,0.000833844,0.0001187297,0.00001834177,0.00001540509,0.000009453195,0.000002359236,0.001664423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01053707,"threshold_uncertainty_score":0.05694634,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2998162666","doi":"10.32687/0869-866x-2019-27-6-1038-1042","title":"The basics of health educational activities concerning vaccination in the Internet: “rational” advocates and “emotional” opponents","year":2019,"lang":"en","type":"article","venue":"Problems of Social Hygiene Public Health and History of Medicine","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"The Internet; Vaccination; Argument (complex analysis); Context (archaeology); Argumentation theory; Sample (material); Internet privacy; Quarter (Canadian coin); Social media; Public relations; Psychology; Medicine; Computer science; Political science; World Wide Web; Immunology; Epistemology","authors":[{"name":"Ignat V. Bogdan","is_ca":false},{"name":"М. В. Гурылина","is_ca":false},{"name":"Дарья Павловна Чистякова","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06018517592650272,"gpt":0.3219497965929345,"spread":0.2617646206664318,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006872137,0.0002940738,0.0002396133,0.001235271,0.003278304,0.007368096,0.0006004351,0.002919334,0.003593121],"category_scores_gemma":[0.01769451,0.0003030711,0.0002342207,0.0005381405,0.0117207,0.004908167,0.002431784,0.004006444,0.0005982943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001711542,"about_ca_system_score_gemma":0.002126917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001152613,"about_ca_topic_score_gemma":0.0008962042,"domain_scores_codex":[0.9925711,0.005137394,0.0001691034,0.0003152525,0.001151262,0.000655932],"domain_scores_gemma":[0.9891615,0.006571219,0.001857406,0.0004254099,0.0008661018,0.00111826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002053039,0.0007374586,0.08372412,0.0006682278,0.00006352536,0.001954143,0.5746384,0.0001887132,0.003712064,0.2182754,0.01324113,0.1025915],"study_design_scores_gemma":[0.00007873381,0.0002862303,0.06912357,0.002044954,0.0001300836,0.002456706,0.5925586,0.001779596,0.002038414,0.0995875,0.2298066,0.0001090204],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5794526,0.003889722,0.006663005,0.184995,0.0007941309,0.0001768185,0.00005395109,0.00005349103,0.2239213],"genre_scores_gemma":[0.9903963,0.0008588526,0.0008421895,0.004216291,0.000173034,0.00004018906,0.00001658282,0.00001071188,0.003445878],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007368096,"threshold_uncertainty_score":0.03634375,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Logistic regression; Population; Health care; Perception; Quarter (Canadian coin); Healthy eating; Work (physics); Health promotion; Institution","authors":[{"name":"Inna Nazarova","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0643244976397564,"gpt":0.3480329351526014,"spread":0.283708437512845,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001419876,0.0001530452,0.0001485504,0.0004213003,0.0006764599,0.001104723,0.0002094181,0.000487485,0.003193766],"category_scores_gemma":[0.005122966,0.0001564068,0.0002497654,0.0002537112,0.0005345247,0.0003221317,0.0009333573,0.0008758494,0.0005000265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003566743,"about_ca_system_score_gemma":0.0007485075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003738096,"about_ca_topic_score_gemma":0.004104028,"domain_scores_codex":[0.9988636,0.000371434,0.00007426151,0.00006992462,0.0003404247,0.0002803477],"domain_scores_gemma":[0.9947438,0.001198194,0.001742238,0.0002715377,0.0004924195,0.001551715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006514254,0.000271855,0.9769753,0.00004779257,0.00004735999,0.00009812694,0.005864996,0.00005502838,0.000606749,0.0001154498,0.000511564,0.01534063],"study_design_scores_gemma":[0.0000048827,0.0001391197,0.9909286,0.0000302949,0.000006554294,0.00004945109,0.007719843,0.00006677779,0.00006765805,0.00006147636,0.0009172958,0.000007917125],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973,0.0001302457,0.00007175161,0.0003286775,0.00001837828,0.00001138834,0.00003755417,0.000002902196,0.002099151],"genre_scores_gemma":[0.9991118,0.00007845386,0.00005142143,0.00008062053,0.00001062275,0.000008298379,0.00003736114,0.000001126146,0.0006203058],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003738096,"threshold_uncertainty_score":0.01068419,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}