{"meta":{"query_hash":"e2f1b37ad3f2","filters":{"venue":"Meditsinskiy sovet = Medical Council"},"cohort_total":21,"direct_labels_cover":0,"predictions_cover":21,"exported":21,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/e2f1b37ad3f2","api":"https://metacan.xera.ac/api/v1/cohort?venue=Meditsinskiy+sovet+%3D+Medical+Council"},"results":[{"id":"W2617807642","doi":"10.21518/2079-701x-2017-0-22-26","title":"NAFTIDROFURYL USE IN MODERATE VASCULAR COGNITIVE DISORDERS","year":2017,"lang":"en","type":"article","venue":"Meditsinskiy sovet = Medical Council","topic":"Neurological Disorders and Treatments","field":"Neuroscience","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tolerability; Nootropic; Medicine; Anxiety; Cognition; Dementia; Vascular dementia; Placebo; Physical therapy; Psychiatry; Internal medicine; Disease; Adverse effect; Alternative medicine","score_opus":0.11073303281271504,"score_gpt":0.2950499918097363,"score_spread":0.18431695899702125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2617807642","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9776744,0.00021873342,0.00030704698,0.004068017,0.001254653,0.00060604955,0.00008057244,0.00013926571,0.015651263],"genre_scores_gemma":[0.9906307,0.0013327488,0.000020083016,0.007041594,0.000112536785,0.00010895933,0.000008430126,0.0000410979,0.0007038811],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99395704,0.00028980034,0.00042782509,0.0010379166,0.003473632,0.0008137595],"domain_scores_gemma":[0.9974655,0.00092676695,0.00019304368,0.00073094154,0.00015772216,0.0005260183],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008486533,0.00039142268,0.00050322164,0.000068830355,0.0006615164,0.00030906944,0.00089460966,0.0003271189,0.0006818839],"category_scores_gemma":[0.03827016,0.00030465968,0.00017691137,0.00017443023,0.0010677736,0.00072308845,0.00033399824,0.0007367155,0.00034993398],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0066296696,0.025675023,0.30581102,0.00048535335,0.00061341375,0.032254007,0.0058032805,0.00017967731,0.0072006444,0.024406536,0.04874964,0.54219174],"study_design_scores_gemma":[0.08031673,0.0039567514,0.45858207,0.0016408203,0.00052176305,0.0001794966,0.0005212783,0.044484586,0.0113482615,0.16083868,0.2315846,0.0060249725],"about_ca_topic_score_codex":0.00087250775,"about_ca_topic_score_gemma":0.0035168629,"teacher_disagreement_score":0.5361668,"about_ca_system_score_codex":0.00018817723,"about_ca_system_score_gemma":0.0006487033,"threshold_uncertainty_score":0.9999406},"labels":[],"label_agreement":null},{"id":"W2954086747","doi":"10.21518/2079-701x-2018-3-22-25","title":"Treatment algorithm for patients with functional dyspepsia from the perspective of current clinical guidelines","year":2018,"lang":"en","type":"article","venue":"Meditsinskiy sovet = Medical Council","topic":"Helicobacter pylori-related gastroenterology studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Helicobacter pylori; Medicine; Helicobacter pylori infection; Internal medicine; Gastroenterology; Intensive care medicine; Perspective (graphical); Algorithm; Computer science; Artificial intelligence","score_opus":0.13997497667560335,"score_gpt":0.37072199605764833,"score_spread":0.23074701938204498,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2954086747","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8517474,0.0053423126,0.04348949,0.07127334,0.01939161,0.0045418465,0.0022478795,0.00031186672,0.0016542339],"genre_scores_gemma":[0.8619555,0.0041023334,0.03635703,0.028917141,0.062140696,0.0014793294,0.002422211,0.00042858475,0.0021971297],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99487513,0.00015638664,0.0010255967,0.000671377,0.002779339,0.00049216254],"domain_scores_gemma":[0.9887126,0.0009685845,0.00032622952,0.0005335501,0.009040262,0.00041878942],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0011858811,0.0003786604,0.00085220847,0.000044180433,0.00020011496,0.000010387817,0.00023485073,0.0002796159,0.00040166985],"category_scores_gemma":[0.008878717,0.00019638543,0.00024306701,0.00022183103,0.001869666,0.00006987332,0.0000959812,0.00046991106,0.000054389355],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0041039567,0.003856225,0.41920406,0.000023594175,0.0038032029,0.000026760541,0.0018557942,2.823974e-7,0.0000050555095,0.00016937724,0.26818538,0.29876631],"study_design_scores_gemma":[0.031728543,0.017621746,0.39108723,0.0005485096,0.0018780448,0.00003191049,0.0009829391,0.0016784603,0.000031650845,0.0004065486,0.55366397,0.00034042457],"about_ca_topic_score_codex":0.00022427448,"about_ca_topic_score_gemma":0.0005388849,"teacher_disagreement_score":0.29842588,"about_ca_system_score_codex":0.000938251,"about_ca_system_score_gemma":0.0025025909,"threshold_uncertainty_score":0.99946994},"labels":[],"label_agreement":null},{"id":"W3098049903","doi":"10.21518/2079-701x-2020-15-12-18","title":"Expert round-table Constipation: diagnosis, treatment, risks","year":2020,"lang":"en","type":"article","venue":"Meditsinskiy sovet = Medical Council","topic":"Gastrointestinal motility and disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Constipation; Family medicine; Disease; Population; Quarter (Canadian coin); Epidemiology; General surgery; Health care; Gerontology; Internal medicine; History; Environmental health","score_opus":0.25966169374659415,"score_gpt":0.3423692915506477,"score_spread":0.08270759780405357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3098049903","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38518652,0.019197179,0.013977436,0.40898022,0.003979602,0.0035119758,0.00030830066,0.0021449085,0.16271386],"genre_scores_gemma":[0.96163595,0.001736396,0.0012133671,0.03228945,0.001964615,0.00026560746,0.00016716692,0.00005609572,0.00067137653],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9948409,0.000112177004,0.0005893297,0.0006726417,0.003164837,0.000620108],"domain_scores_gemma":[0.9964976,0.00052820815,0.00012954736,0.00041544423,0.0006662152,0.001763029],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006215985,0.00039741513,0.0007214689,0.000042330736,0.0001852788,0.00005165353,0.00023807686,0.00028542048,0.008041585],"category_scores_gemma":[0.015582226,0.00031716062,0.00020674786,0.00045895283,0.0005465448,0.00018663118,0.000070864,0.0005056468,0.0005634829],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014717765,0.0030434825,0.16206299,0.0003391357,0.00038225786,0.0017973426,0.003971956,0.00001571499,0.0002293847,0.0006962814,0.73358756,0.0924021],"study_design_scores_gemma":[0.009153302,0.0032178997,0.007451691,0.00039810373,0.0002555651,0.0003507705,0.0012815339,0.0024687843,0.00040631692,0.00021334084,0.9743947,0.00040800063],"about_ca_topic_score_codex":0.0013358599,"about_ca_topic_score_gemma":0.0004425923,"teacher_disagreement_score":0.5764494,"about_ca_system_score_codex":0.00065055594,"about_ca_system_score_gemma":0.0041389605,"threshold_uncertainty_score":0.99992806},"labels":[],"label_agreement":null},{"id":"W3122263949","doi":"10.21518/2079-701x-2020-21-256-266","title":"Thrombotic diseases and conditions – diagnosis and monitoring of anticoagulant therapy","year":2021,"lang":"en","type":"article","venue":"Meditsinskiy sovet = Medical Council","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Hemophilia Society","funders":"","keywords":"Medicine; Fondaparinux; Anticoagulant; Antithrombin; Thrombosis; Heparin; Thrombophilia; Deep vein; Disseminated intravascular coagulation; Antithrombin III deficiency; Low molecular weight heparin; Internal medicine; Intensive care medicine; Venous thromboembolism","score_opus":0.06947031512127537,"score_gpt":0.30984095621362734,"score_spread":0.24037064109235196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122263949","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9695145,0.02145616,0.00003979535,0.0063502374,0.0007929016,0.00035360432,0.000057128833,0.00006378166,0.0013718853],"genre_scores_gemma":[0.9381386,0.05951905,0.0002094858,0.0013553958,0.0005054033,0.00008640001,0.000030490733,0.000027790957,0.00012740643],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99690986,0.00007241321,0.00039031723,0.0004052348,0.0019024212,0.00031978177],"domain_scores_gemma":[0.9981242,0.0004360803,0.0000915727,0.00032451225,0.0004735353,0.00055009633],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046487094,0.00021498979,0.00076822354,0.000059043887,0.0001289441,0.00003319535,0.00008647053,0.00014177187,0.00083338545],"category_scores_gemma":[0.0020399173,0.00017542571,0.000089730216,0.00021237129,0.00046579656,0.0000944818,0.00012611644,0.00020950117,0.0000068705453],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000110523644,0.005764284,0.8387071,0.0019090468,0.0015947117,0.0020954604,0.0027716532,0.000002884237,0.0031988467,0.005254569,0.070030265,0.068560675],"study_design_scores_gemma":[0.0032414084,0.00044429532,0.95616716,0.0012373895,0.0005632673,0.00013145637,0.00093126704,0.00008774067,0.0028775989,0.00082344795,0.0332386,0.0002563636],"about_ca_topic_score_codex":0.00012929505,"about_ca_topic_score_gemma":0.000029754417,"teacher_disagreement_score":0.11746009,"about_ca_system_score_codex":0.00011702604,"about_ca_system_score_gemma":0.00085009343,"threshold_uncertainty_score":0.91249865},"labels":[],"label_agreement":null},{"id":"W3216559919","doi":"10.21518/2079-701x-2021-19-49-56","title":"Postoperative cognitive dysfunction: etiology, clinical features, diagnosis","year":2021,"lang":"en","type":"article","venue":"Meditsinskiy sovet = Medical Council","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Montreal Cognitive Assessment; Propofol; Cognition; Anesthesia; Neuropsychology; Etiology; Anxiety; Postoperative cognitive dysfunction; Internal medicine; Cognitive impairment; Psychiatry","score_opus":0.06923669285106249,"score_gpt":0.3445572597024555,"score_spread":0.275320566851393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3216559919","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3676482,0.017558817,0.0031628637,0.367139,0.022033771,0.002731978,0.0007867404,0.00090072036,0.2180379],"genre_scores_gemma":[0.51742435,0.0039040642,0.00037792342,0.46100864,0.003403755,0.00037516613,0.0016250267,0.00013754379,0.011743552],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9920914,0.0008776853,0.0010054065,0.0012054293,0.003992559,0.0008275088],"domain_scores_gemma":[0.9345273,0.0047235214,0.00026519634,0.00068217365,0.05819457,0.0016072826],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002542275,0.00055013126,0.0012390813,0.000118574055,0.00028490138,0.000049483082,0.00022701139,0.0011484218,0.011521986],"category_scores_gemma":[0.27943948,0.00046716398,0.00056381134,0.00074031967,0.0018643308,0.00015966278,0.00023013834,0.002595937,0.0009300678],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011367602,0.0012330173,0.019167345,0.00008271868,0.0009152557,0.0072120745,0.0008092455,1.5542408e-7,0.000084492545,0.0007171042,0.905106,0.0635358],"study_design_scores_gemma":[0.01652655,0.002842209,0.087992534,0.002000215,0.0012827149,0.0038094718,0.016820194,0.00006669084,0.002051429,0.00041172717,0.8651702,0.0010261054],"about_ca_topic_score_codex":0.000103773986,"about_ca_topic_score_gemma":0.0007989595,"teacher_disagreement_score":0.27689722,"about_ca_system_score_codex":0.0007572282,"about_ca_system_score_gemma":0.010492549,"threshold_uncertainty_score":0.9998478},"labels":[],"label_agreement":null},{"id":"W4220995682","doi":"10.21518/2079-701x-2022-16-3-26-31","title":"The efficacy and safety study of the combined use of platelet-rich plasma and fractional radiofrequency ablation in the treatment of post-acne scars","year":2022,"lang":"en","type":"article","venue":"Meditsinskiy sovet = Medical Council","topic":"Dermatologic Treatments and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Platelet-rich plasma; Scars; Medicine; Acne; Acne scars; Ablation; Prospective cohort study; Dermatology; Surgery; Platelet; Internal medicine","score_opus":0.06069335552889256,"score_gpt":0.29988498091481525,"score_spread":0.2391916253859227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220995682","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9919123,0.0011183752,0.0000011414473,0.0050274576,0.00029898313,0.0013456737,0.000054389788,0.000006672314,0.00023499495],"genre_scores_gemma":[0.99809724,0.0014310464,0.000011144489,0.00011530685,0.00003490775,0.00008024986,0.000019415422,0.000009452177,0.00020123324],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99529874,0.0005213162,0.0005610991,0.00021975694,0.0031908888,0.00020818294],"domain_scores_gemma":[0.9965477,0.0024696207,0.00021266413,0.00036635617,0.0003077063,0.00009596724],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014705342,0.00015211178,0.00042709094,0.00005872078,0.00032033908,0.00001155273,0.00019326086,0.00008281446,0.00011540355],"category_scores_gemma":[0.0014731841,0.00006414954,0.0000558407,0.00037308983,0.0006165786,0.000050571598,0.00008599989,0.00032776681,3.6147384e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.02058745,0.05097617,0.5655993,0.00044321467,0.00324318,0.00104251,0.07708595,0.00033818098,0.0016569752,0.0021212955,0.011376648,0.2655291],"study_design_scores_gemma":[0.025581656,0.0092077665,0.92354906,0.00009388089,0.0002575123,0.0005843681,0.008772797,0.0010747161,0.0002036938,0.00010129711,0.030446457,0.00012680587],"about_ca_topic_score_codex":0.00080633664,"about_ca_topic_score_gemma":0.00026469378,"teacher_disagreement_score":0.35794973,"about_ca_system_score_codex":0.00032017555,"about_ca_system_score_gemma":0.00088653294,"threshold_uncertainty_score":0.26159424},"labels":[],"label_agreement":null},{"id":"W4221062308","doi":"10.21518/2079-701x-2022-16-2-135-145","title":"Results of using the neuroprotective drug Cellex in non-traumatic intracranial hemorrhage","year":2022,"lang":"en","type":"article","venue":"Meditsinskiy sovet = Medical Council","topic":"Intracerebral and Subarachnoid Hemorrhage Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Rivermead post-concussion symptoms questionnaire; Medicine; Intracerebral hemorrhage; Modified Rankin Scale; Glasgow Coma Scale; Stroke (engine); Barthel index; Neuroprotection; Anesthesia; Internal medicine; Ischemic stroke; Physical therapy; Rehabilitation; Ischemia","score_opus":0.04711278417719519,"score_gpt":0.2896664137958661,"score_spread":0.2425536296186709,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4221062308","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9807608,0.00041361543,0.0006926372,0.009919727,0.0009656823,0.0013790298,0.00008865149,0.00005548814,0.0057243537],"genre_scores_gemma":[0.99503845,0.00003659373,0.0015410435,0.0013953992,0.00066824205,0.00012336303,0.000025158906,0.000054638156,0.0011171298],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.989482,0.00058891205,0.0010796684,0.0005739059,0.0074838134,0.0007917237],"domain_scores_gemma":[0.99729645,0.00074129616,0.00024908708,0.00070371624,0.0006081795,0.00040127998],"candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007971121,0.00031584562,0.0007604493,0.00019964077,0.00040222378,0.000022834249,0.0007030897,0.00017686324,0.0021895547],"category_scores_gemma":[0.0071156295,0.00021943731,0.00020289484,0.0012592293,0.00060120574,0.000102330276,0.00045413277,0.0029522625,0.000030430945],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.02107687,0.009414575,0.0017675346,0.0052154483,0.0004300626,0.050225727,0.063148364,0.0011567584,0.051030695,0.00030361066,0.041767128,0.75446326],"study_design_scores_gemma":[0.011637179,0.00097164663,0.001579567,0.00032409187,0.00013046325,0.0024827153,0.008860861,0.9673833,0.002779824,0.00043684765,0.0029472015,0.00046627002],"about_ca_topic_score_codex":0.0024616932,"about_ca_topic_score_gemma":0.0004407334,"teacher_disagreement_score":0.9662266,"about_ca_system_score_codex":0.0013755161,"about_ca_system_score_gemma":0.0038928003,"threshold_uncertainty_score":0.999348},"labels":[],"label_agreement":null},{"id":"W4221068793","doi":"10.21518/2079-701x-2022-16-2-24-32","title":"Cognitive impairment in hospitalized patients with COVID-19","year":2022,"lang":"en","type":"article","venue":"Meditsinskiy sovet = Medical Council","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Neuropsychology; Anxiety; Montreal Cognitive Assessment; Internal medicine; Depression (economics); Thorax (insect anatomy); Coronavirus disease 2019 (COVID-19); Cognition; Pediatrics; Dementia; Disease; Psychiatry","score_opus":0.02149897761138128,"score_gpt":0.28890274863524706,"score_spread":0.2674037710238658,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4221068793","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96506107,0.0004626448,0.00040968345,0.02521467,0.0013193621,0.0035861277,0.0002669991,0.0003328482,0.0033465691],"genre_scores_gemma":[0.9371098,0.00004696151,0.00015964749,0.06017076,0.00035383427,0.0009665332,0.00055276416,0.000098356264,0.00054133614],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9852492,0.00054504554,0.000783217,0.0009854893,0.011435423,0.0010016207],"domain_scores_gemma":[0.9937165,0.0020729504,0.00029491697,0.0006431903,0.00074798416,0.0025244968],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0035230655,0.0005399568,0.0010047667,0.0002994582,0.00035262314,0.000036450634,0.0005178297,0.0002595331,0.007652676],"category_scores_gemma":[0.02720213,0.00042984588,0.00018785015,0.0010156103,0.00062121695,0.00018977698,0.00046214653,0.0014455975,0.00010203177],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.015600344,0.008924535,0.7427481,0.0016265793,0.00063845905,0.01195607,0.010123384,0.000050068338,0.000019113402,0.00030649774,0.20213936,0.0058674775],"study_design_scores_gemma":[0.13813683,0.015972964,0.50074965,0.001329581,0.0007356802,0.00048814982,0.0021827302,0.00087782834,0.000039387032,0.0009148418,0.33675548,0.001816861],"about_ca_topic_score_codex":0.00086310494,"about_ca_topic_score_gemma":0.0004122604,"teacher_disagreement_score":0.24199845,"about_ca_system_score_codex":0.0077238167,"about_ca_system_score_gemma":0.01663508,"threshold_uncertainty_score":0.99981534},"labels":[],"label_agreement":null},{"id":"W4280571243","doi":"10.21518/2079-701x-2022-16-7-28-35","title":"Efficacy of rabeprazole (Razo®) in the treatment of various clinical variants of GERD: results from the GERBERA study","year":2022,"lang":"en","type":"article","venue":"Meditsinskiy sovet = Medical Council","topic":"Gastroesophageal reflux and treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"GERD; Medicine; Nerd; Heartburn; Internal medicine; Rabeprazole; Esophagitis; Reflux esophagitis; Gastroenterology; Quality of life (healthcare); Prospective cohort study; Reflux; Disease; Proton-pump inhibitor","score_opus":0.10391436939865563,"score_gpt":0.3563702750225622,"score_spread":0.2524559056239066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280571243","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9934532,0.0006822283,0.000010137275,0.0014993412,0.0008504279,0.0016109344,0.00050052267,0.000018903324,0.0013743192],"genre_scores_gemma":[0.99817586,0.00027552887,0.0000911786,0.0005975841,0.000359097,0.000121644654,0.00014977081,0.0000279236,0.00020140602],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9899498,0.0012161384,0.0019732935,0.000585093,0.0058529223,0.0004227013],"domain_scores_gemma":[0.9920198,0.005358292,0.0006604682,0.0013393401,0.00036619793,0.00025595858],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006201056,0.000321435,0.0012338188,0.000072315066,0.00013455222,0.000007399668,0.00069182715,0.00016403904,0.00061763637],"category_scores_gemma":[0.0062268395,0.00016770035,0.00035047502,0.00058942445,0.0005069989,0.000038780803,0.00015892056,0.0006767428,0.0000116884685],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.020448525,0.16698132,0.5501228,0.00010959385,0.004850305,0.012086089,0.099303685,0.00008900723,0.0001819921,0.0001905272,0.023656884,0.12197927],"study_design_scores_gemma":[0.053531736,0.01474167,0.91850996,0.00009401443,0.0010188362,0.00007621115,0.00224505,0.00020297732,0.000088501954,0.00015101324,0.009223536,0.000116494855],"about_ca_topic_score_codex":0.0023178163,"about_ca_topic_score_gemma":0.00032069284,"teacher_disagreement_score":0.36838716,"about_ca_system_score_codex":0.000480579,"about_ca_system_score_gemma":0.0024788862,"threshold_uncertainty_score":0.74545586},"labels":[],"label_agreement":null},{"id":"W4284665175","doi":"10.21518/2079-701x-2022-16-11-8-17","title":"A current view on the prospects for the pharmaceutical therapy in neurorehabilitation after stroke","year":2022,"lang":"en","type":"article","venue":"Meditsinskiy sovet = Medical Council","topic":"Neurological Disorders and Treatments","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Neurorehabilitation; Medicine; Rivermead post-concussion symptoms questionnaire; Adverse effect; Stroke (engine); Modified Rankin Scale; Physical therapy; Internal medicine; Ischemic stroke; Rehabilitation; Ischemia","score_opus":0.13823964545115508,"score_gpt":0.3393125788685611,"score_spread":0.201072933417406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4284665175","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89074534,0.003789835,0.00008305456,0.09722308,0.0031453029,0.0038758768,0.00018872881,0.000099502,0.0008493004],"genre_scores_gemma":[0.9564068,0.0012445711,0.0000031603138,0.03799813,0.00014877474,0.0040889382,0.0000027081092,0.000023516866,0.00008344574],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9945421,0.00067898177,0.00033644828,0.0006097143,0.0033422362,0.00049047207],"domain_scores_gemma":[0.99423796,0.005084954,0.00007617883,0.00036932738,0.00007575224,0.00015581487],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001812717,0.00023385214,0.00022438871,0.000034889974,0.0004710276,0.00004782731,0.0006489861,0.00005283484,0.0015122584],"category_scores_gemma":[0.0074633025,0.000113567,0.00015473634,0.00040349484,0.00041607852,0.0000589154,0.00015909493,0.00094468804,0.000035808243],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008857205,0.014056958,0.0063140634,0.00015830317,0.00007976117,0.0006772975,0.0050860243,0.00017544927,0.0028501865,0.038626004,0.063994765,0.859124],"study_design_scores_gemma":[0.0053704884,0.0029734715,0.009309554,0.00003241918,0.00003095144,0.000016801754,0.00012504651,0.0069769984,0.0006308351,0.010911845,0.96332794,0.00029366452],"about_ca_topic_score_codex":0.000010357082,"about_ca_topic_score_gemma":0.000032565593,"teacher_disagreement_score":0.8993332,"about_ca_system_score_codex":0.00027426606,"about_ca_system_score_gemma":0.00044874832,"threshold_uncertainty_score":0.9994005},"labels":[],"label_agreement":null},{"id":"W4378470209","doi":"10.21518/ms2022-057","title":"Features of the course of stable exertional angina against the background of iron deficiency anemia in outpatient practice","year":2023,"lang":"en","type":"article","venue":"Meditsinskiy sovet = Medical Council","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Anemia; Iron-deficiency anemia; Iron deficiency; Angina; Canadian Cardiovascular Society; Internal medicine; Myocardial infarction","score_opus":0.03784120938405583,"score_gpt":0.29303907536435136,"score_spread":0.25519786598029554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378470209","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9635121,0.0024032523,0.000017627935,0.013114271,0.0010821102,0.00079270126,0.000066543515,0.000028975168,0.018982403],"genre_scores_gemma":[0.9961539,0.001470983,0.00005580084,0.0017366558,0.00014070957,0.000045021585,0.000032425272,0.000021682923,0.00034280395],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99400735,0.00018783544,0.00070515886,0.00027647577,0.0044304337,0.00039277063],"domain_scores_gemma":[0.9971749,0.0008646715,0.00041403782,0.00059325533,0.00081692624,0.00013620079],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003968054,0.00019323526,0.0005832611,0.00008584033,0.000082078775,0.000007757528,0.00044388775,0.00018383951,0.00019973631],"category_scores_gemma":[0.0036500082,0.00010742752,0.00015259598,0.00096419465,0.00064524397,0.00009728658,0.00022686453,0.0004732958,0.000009815567],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00080435927,0.014817021,0.014446289,0.005037674,0.0003181564,0.00022863007,0.020074505,0.00090026757,0.0037094343,0.022300208,0.8800007,0.03736275],"study_design_scores_gemma":[0.0050975904,0.0012786388,0.8727557,0.00224956,0.0007157171,0.00004011807,0.028055893,0.00055377494,0.0024320863,0.0004849369,0.085984394,0.00035156345],"about_ca_topic_score_codex":0.00071679277,"about_ca_topic_score_gemma":0.0005119854,"teacher_disagreement_score":0.85830945,"about_ca_system_score_codex":0.00034146747,"about_ca_system_score_gemma":0.0021571657,"threshold_uncertainty_score":0.43807673},"labels":[],"label_agreement":null},{"id":"W4381273483","doi":"10.21518/ms2023-052","title":"Bioequivalence and immunogenicity of insulin LisPro biosimilar compared to reference drug","year":2023,"lang":"en","type":"article","venue":"Meditsinskiy sovet = Medical Council","topic":"Biosimilars and Bioanalytical Methods","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Defence Medical Centre","funders":"","keywords":"Bioequivalence; Medicine; Pharmacokinetics; Insulin lispro; Insulin; Crossover study; Immunogenicity; Area under the curve; Confidence interval; Pharmacodynamics; Cmax; Pharmacology; Internal medicine; Hypoglycemia; Immune system; Immunology","score_opus":0.09385972665149749,"score_gpt":0.3159028409374231,"score_spread":0.2220431142859256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381273483","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9567408,0.01024481,0.0004950404,0.022801192,0.0032059662,0.0007915491,0.0007116812,0.00046877004,0.0045401854],"genre_scores_gemma":[0.99097806,0.0025544427,0.00092908874,0.003308847,0.000121457626,0.00003513696,0.000064113236,0.000030894753,0.0019779336],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966505,0.00039831866,0.00078640477,0.0006602918,0.0007974598,0.00070703076],"domain_scores_gemma":[0.99749213,0.0009183353,0.00016199314,0.0005451311,0.00059807644,0.00028432586],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0042700055,0.0003269608,0.0007743539,0.00015734296,0.00017599126,0.00001943744,0.0007250195,0.0005936003,0.0016746947],"category_scores_gemma":[0.0069420678,0.00025141521,0.0001194801,0.0010006151,0.0012454954,0.00007741297,0.0005498471,0.0007135966,0.0003789772],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016443719,0.0009096567,0.004061462,0.0006400243,0.0008132772,0.00016293638,0.00322744,0.0000030071012,0.36697537,0.0027581255,0.5203887,0.098415576],"study_design_scores_gemma":[0.0042631305,0.00071109843,0.023067113,0.0006792106,0.0002447058,0.00009568685,0.0008570595,0.0003350416,0.12710378,0.0014413524,0.8402173,0.0009845246],"about_ca_topic_score_codex":0.0004249348,"about_ca_topic_score_gemma":0.00030379562,"teacher_disagreement_score":0.31982857,"about_ca_system_score_codex":0.00013650558,"about_ca_system_score_gemma":0.0007972013,"threshold_uncertainty_score":0.9999938},"labels":[],"label_agreement":null},{"id":"W4381274253","doi":"10.21518/ms2023-085","title":"Features of neuropsychological characteristics of patients with arterial hypertension","year":2023,"lang":"en","type":"article","venue":"Meditsinskiy sovet = Medical Council","topic":"Healthcare Systems and Public Health","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Neurocognitive; Montreal Cognitive Assessment; Neuropsychology; Medicine; Trail Making Test; Cognition; Anxiety; Verbal fluency test; Neuropsychological test; Executive functions; Hospital Anxiety and Depression Scale; Depression (economics); Neuropsychological assessment; Test (biology); Psychology; Physical therapy; Psychiatry; Cognitive impairment","score_opus":0.06119937926014929,"score_gpt":0.2958200614997629,"score_spread":0.23462068223961363,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381274253","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9881538,0.0000478128,0.00003513992,0.0065352246,0.0020586452,0.00052951265,0.0001718891,0.000114169394,0.0023537765],"genre_scores_gemma":[0.9960146,0.00014011525,0.00007253691,0.0025336987,0.00071931107,0.000015560106,0.00024855518,0.000035154153,0.00022048866],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9935113,0.00020879792,0.00091611163,0.00038176763,0.0044816327,0.0005003657],"domain_scores_gemma":[0.9961988,0.0002679988,0.0003154873,0.00046773095,0.0019368324,0.000813172],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022222647,0.00022306664,0.00096213276,0.00012389962,0.000059448543,0.0000070173896,0.00018498668,0.00041162057,0.00040412758],"category_scores_gemma":[0.007056484,0.00013868803,0.000095694995,0.00065382913,0.00033660926,0.000052889438,0.000057451816,0.0005420515,0.000036743484],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00917596,0.0039073573,0.16876535,0.0053804996,0.00031973756,0.0016216197,0.0026620391,2.6086303e-7,0.0015618352,0.0009026136,0.37615108,0.42955163],"study_design_scores_gemma":[0.003367593,0.0016039197,0.91537297,0.00048170247,0.000034180932,0.0000617192,0.00006672659,0.00003077994,0.000015175427,0.000018556288,0.078826,0.00012066364],"about_ca_topic_score_codex":0.00042073758,"about_ca_topic_score_gemma":0.000070808914,"teacher_disagreement_score":0.74660766,"about_ca_system_score_codex":0.00013905585,"about_ca_system_score_gemma":0.003879643,"threshold_uncertainty_score":0.844778},"labels":[],"label_agreement":null},{"id":"W4382301290","doi":"10.21518/ms2023-111","title":"Possibilities of personalized pharmacotherapy and medical rehabilitation of patients with long COVID from the perspective of clinical metabolomics","year":2023,"lang":"en","type":"article","venue":"Meditsinskiy sovet = Medical Council","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Medicine; Coronavirus disease 2019 (COVID-19); Adverse effect; Pharmacotherapy; Internal medicine; Cognition; Drug; Physical therapy; Pharmacology; Psychiatry; Cognitive impairment; Disease","score_opus":0.040809561410054124,"score_gpt":0.36609439339622823,"score_spread":0.3252848319861741,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382301290","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9782802,0.0018788066,0.00025821794,0.017328104,0.00057140033,0.0010976287,0.00031110377,0.00007023795,0.00020429576],"genre_scores_gemma":[0.994049,0.0012844932,0.0006405131,0.003224827,0.0004954055,0.000043867538,0.00011696477,0.000050950996,0.00009393902],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98941386,0.00082466635,0.0014105251,0.0005881678,0.007419181,0.0003435819],"domain_scores_gemma":[0.97186846,0.023046605,0.0007476255,0.0006738434,0.0028178548,0.00084559317],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008790681,0.00030501725,0.00144756,0.00011436331,0.00007433503,0.000008453317,0.00041790772,0.0004178905,0.001073237],"category_scores_gemma":[0.09661542,0.00018027869,0.00029163266,0.0005781463,0.004688771,0.00013740946,0.00013070308,0.0006920084,0.000004972394],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.013021318,0.0018607818,0.92570806,0.0014800142,0.0017429333,0.00009781415,0.026915308,0.0000032516234,0.00023437031,0.0020540124,0.0150999315,0.011782222],"study_design_scores_gemma":[0.04237,0.0047115292,0.9284608,0.0018734632,0.0011552919,0.00001443241,0.0075667608,0.0018209858,0.00042892716,0.003774382,0.007401018,0.00042245342],"about_ca_topic_score_codex":0.0012539269,"about_ca_topic_score_gemma":0.00036939213,"teacher_disagreement_score":0.08782474,"about_ca_system_score_codex":0.00030252413,"about_ca_system_score_gemma":0.006866454,"threshold_uncertainty_score":0.9998399},"labels":[],"label_agreement":null},{"id":"W4385260030","doi":"10.21518/ms2023-207","title":"Analysis of cognitive characteristics in patients with arterial hypertension in middle and old age","year":2023,"lang":"en","type":"article","venue":"Meditsinskiy sovet = Medical Council","topic":"Neurological Disorders and Treatments","field":"Neuroscience","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Neurocognitive; Montreal Cognitive Assessment; Anxiety; Middle age; Neuropsychology; Depression (economics); Trail Making Test; Neuropsychological test; Hospital Anxiety and Depression Scale; Rehabilitation; Geriatric Depression Scale; Cognition; Physical therapy; Psychiatry; Internal medicine; Cognitive impairment; Depressive symptoms","score_opus":0.06523563096046202,"score_gpt":0.2403713795857946,"score_spread":0.1751357486253326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385260030","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9989333,0.000009095454,0.0000034567186,0.00019555048,0.00020623242,0.00023909546,0.00014387822,0.000030386987,0.00023898669],"genre_scores_gemma":[0.99831843,0.000092635404,0.0000023503844,0.001410206,0.00002081941,0.000021858787,0.00008091758,0.000011898169,0.00004086403],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969819,0.00013959716,0.00036931623,0.00047343713,0.001712461,0.00032324286],"domain_scores_gemma":[0.99887466,0.0006063359,0.00010499139,0.00013827585,0.00011214711,0.00016356222],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037661055,0.00017088724,0.00053589203,0.00024405103,0.00003884705,0.000016231224,0.00012673278,0.00013586221,0.00011126909],"category_scores_gemma":[0.006072473,0.000119356926,0.000043990032,0.0015431207,0.00032954157,0.00007730207,0.00008585654,0.00021601957,0.000014209816],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018368904,0.0027174796,0.9752653,0.000050591225,0.00011485374,0.0033330163,0.0012643073,0.0000037332354,0.0007440036,0.00008104625,0.00020005753,0.014388724],"study_design_scores_gemma":[0.0045822286,0.00048924366,0.99302876,0.0001067039,0.00012105352,0.0000010475411,0.000036584122,0.0012527832,0.000054525317,0.00011590769,0.000081035076,0.00013012266],"about_ca_topic_score_codex":0.00011025836,"about_ca_topic_score_gemma":0.00048262026,"teacher_disagreement_score":0.017763468,"about_ca_system_score_codex":0.000060507617,"about_ca_system_score_gemma":0.0001304857,"threshold_uncertainty_score":0.72697556},"labels":[],"label_agreement":null},{"id":"W4387170784","doi":"10.21518/ms2023-331","title":"Marker associations of chronic heart failure severity and cognitive dysfunction in elderly patients","year":2023,"lang":"en","type":"article","venue":"Meditsinskiy sovet = Medical Council","topic":"Neurological Disorders and Treatments","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ejection fraction; Heart failure; Medicine; Cardiology; Internal medicine; Neuropsychology; Cognitive impairment; Cognition; Disease; Psychiatry","score_opus":0.04365775893812265,"score_gpt":0.26707296299395467,"score_spread":0.223415204055832,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387170784","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9951891,0.00006331657,0.000016956654,0.0025527023,0.00047630107,0.00034526808,0.0001824384,0.00008253761,0.0010914021],"genre_scores_gemma":[0.9980814,0.00012267273,0.000005814777,0.0015060334,0.000053918076,0.00004850745,0.000041742667,0.000013799497,0.00012614424],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99658895,0.00024180168,0.00032677472,0.00045196927,0.0020172729,0.00037324734],"domain_scores_gemma":[0.9984572,0.0009404499,0.000103213155,0.00011911382,0.00019272606,0.00018732865],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00063217577,0.00016614408,0.00029577248,0.000079945254,0.00011887389,0.000019253152,0.0001185688,0.00021488995,0.00032290604],"category_scores_gemma":[0.0118379155,0.00013689525,0.00005720523,0.00068806065,0.0002800058,0.00015372052,0.00009878949,0.0003487287,0.00009303761],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043251656,0.0044330284,0.79032385,0.00022655391,0.00009427692,0.00033627404,0.0012524866,0.0000071301683,0.0028988111,0.00047632694,0.09808966,0.10142909],"study_design_scores_gemma":[0.0052820537,0.0010221637,0.9810851,0.000106483574,0.000039555096,0.0000043115037,0.0000807302,0.0011044451,0.0005954661,0.002447503,0.00800003,0.00023214673],"about_ca_topic_score_codex":0.00012695018,"about_ca_topic_score_gemma":0.00097285636,"teacher_disagreement_score":0.19076127,"about_ca_system_score_codex":0.0002221023,"about_ca_system_score_gemma":0.00045673954,"threshold_uncertainty_score":0.99648577},"labels":[],"label_agreement":null},{"id":"W4387876780","doi":"10.21518/ms2023-345","title":"Indicators of quality of life, anxiety-depressive symptoms and severity of dysmenorrhea in adolescent girls with peritoneal endometriosis during conservative therapy for a year","year":2023,"lang":"en","type":"article","venue":"Meditsinskiy sovet = Medical Council","topic":"Endometriosis Research and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Anxiety; Medicine; Quality of life (healthcare); Beck Depression Inventory; Depression (economics); Endometriosis; McGill Pain Questionnaire; Internal medicine; Dienogest; Beck Anxiety Inventory; Physical therapy; Psychiatry; Visual analogue scale","score_opus":0.061354198211631905,"score_gpt":0.335166863328858,"score_spread":0.2738126651172261,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387876780","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9949117,0.0020410377,0.000030148865,0.00086301775,0.00006452896,0.0015168918,0.00033951562,0.000032342883,0.00020082311],"genre_scores_gemma":[0.9931259,0.00613926,0.00018976284,0.00014466808,0.000067883324,0.00021306018,0.0000482082,0.000030623836,0.000040614956],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9943423,0.00024300089,0.00090372004,0.00043487566,0.0035967908,0.00047927498],"domain_scores_gemma":[0.9945291,0.0031668663,0.0004286797,0.00035698147,0.0009327199,0.0005856006],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002685676,0.0002552559,0.0012658015,0.00062166277,0.00005172567,0.000007008973,0.00018718411,0.0002266844,0.000099439545],"category_scores_gemma":[0.024936715,0.00018157234,0.00015007195,0.0021032235,0.0008605808,0.00007801674,0.00010311577,0.00038251947,0.0000013474402],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0074419235,0.0017283808,0.970769,0.002334661,0.000824411,0.000048693688,0.0018615193,0.0000012769774,0.0024016588,0.0001015567,0.0005301998,0.011956746],"study_design_scores_gemma":[0.028123768,0.0022382282,0.94672495,0.0008597168,0.0000703303,0.000011559447,0.0007279553,0.000058342404,0.019874461,0.000033726967,0.0010917983,0.00018516585],"about_ca_topic_score_codex":0.00064685795,"about_ca_topic_score_gemma":0.00019923567,"teacher_disagreement_score":0.024044024,"about_ca_system_score_codex":0.000369804,"about_ca_system_score_gemma":0.0028394316,"threshold_uncertainty_score":0.98327667},"labels":[],"label_agreement":null},{"id":"W4388864115","doi":"10.21518/ms2023-292","title":"Evaluation of the rehabilitation potential of cochlear implantation on cognitive function in elderly people","year":2023,"lang":"en","type":"article","venue":"Meditsinskiy sovet = Medical Council","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Anxiety; Cochlear implant; Rehabilitation; Depression (economics); Tinnitus; Audiology; Cognition; Hearing loss; Medicine; Montreal Cognitive Assessment; Psychology; Cognitive impairment; Physical therapy; Psychiatry","score_opus":0.03872335993196176,"score_gpt":0.30652863987496337,"score_spread":0.26780527994300163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388864115","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9894917,0.000111149224,0.00017961329,0.0040414766,0.0013321342,0.0011717823,0.00006647782,0.000041811065,0.0035638388],"genre_scores_gemma":[0.99740803,0.00006001349,0.000008994042,0.0019927914,0.00013023995,0.000086107735,0.00022231742,0.000025190533,0.00006632695],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9906348,0.0006290745,0.0006082512,0.0003199251,0.00754911,0.0002588582],"domain_scores_gemma":[0.9723835,0.0013777616,0.00028316348,0.00024210822,0.025601905,0.000111546644],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.006311932,0.00017344832,0.00039432533,0.00028419995,0.000060382612,0.0000049210007,0.0001082535,0.00024993953,0.0004487147],"category_scores_gemma":[0.13470447,0.00013284011,0.00016337358,0.0012549189,0.00035639983,0.0000879596,0.000038299335,0.00043238443,0.000057563877],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.015104113,0.0033790905,0.033761926,0.0025962705,0.0012949246,0.00010805341,0.033826455,0.0007953095,0.035032317,0.00207121,0.093596034,0.7784343],"study_design_scores_gemma":[0.014485992,0.0041142055,0.9240504,0.0032839251,0.0014821074,0.000035297457,0.034575094,0.01125428,0.00297734,0.0029208271,0.0005501872,0.00027033658],"about_ca_topic_score_codex":0.00026562548,"about_ca_topic_score_gemma":0.00118895,"teacher_disagreement_score":0.8902885,"about_ca_system_score_codex":0.0005258509,"about_ca_system_score_gemma":0.0030628424,"threshold_uncertainty_score":0.8725843},"labels":[],"label_agreement":null},{"id":"W4402223683","doi":"10.21518/ms2024-328","title":"Clinical and epidemiological aspects and modern approaches to the treatment of pityriasis versicolor","year":2024,"lang":"en","type":"article","venue":"Meditsinskiy sovet = Medical Council","topic":"Toxin Mechanisms and Immunotoxins","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SKiN Health","funders":"","keywords":"Pityriasis; Epidemiology; Medicine; Dermatology; Pathology","score_opus":0.20280002020267165,"score_gpt":0.3015369108542355,"score_spread":0.09873689065156385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402223683","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9001933,0.06407194,0.0031628162,0.023935672,0.0049510356,0.0009548141,0.00014872906,0.00018171473,0.0023999843],"genre_scores_gemma":[0.9895169,0.0075568995,0.0002997964,0.0012366963,0.0003492119,0.00007574815,0.000020640002,0.00002178086,0.0009223182],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99755436,0.0004933902,0.0006000698,0.00061351934,0.00032085573,0.00041783066],"domain_scores_gemma":[0.9974394,0.0019034238,0.00006861858,0.00034726164,0.00007202093,0.00016929432],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031745976,0.00027932407,0.0007057292,0.000050336763,0.00017579901,0.000028041091,0.0002644939,0.00061088573,0.00041649517],"category_scores_gemma":[0.0026219098,0.00015076736,0.0001649455,0.000149684,0.0010658369,0.000059418653,0.00015319338,0.0004641353,0.0001221005],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00053724,0.0010110765,0.0008204113,0.00010731414,0.0010508538,0.0001026741,0.005750853,0.0000027663248,0.0037543369,0.03142841,0.030609429,0.92482466],"study_design_scores_gemma":[0.0023785552,0.0040251557,0.0051412648,0.0001690006,0.00028736933,0.00018451888,0.0005700971,0.0010843719,0.0017601604,0.006760225,0.9773016,0.00033770702],"about_ca_topic_score_codex":0.00010934189,"about_ca_topic_score_gemma":0.00017641038,"teacher_disagreement_score":0.94669217,"about_ca_system_score_codex":0.00014626878,"about_ca_system_score_gemma":0.0006161137,"threshold_uncertainty_score":0.6148114},"labels":[],"label_agreement":null},{"id":"W4414102670","doi":"10.21518/ms2025-288","title":"Nebivolol in the treatment of arterial hypertension: From pharmacological profile to clinical recommendations for treatment","year":2025,"lang":"en","type":"article","venue":"Meditsinskiy sovet = Medical Council","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Pharmacists Association","funders":"","keywords":"Nebivolol; Tolerability; Vasodilation; Discontinuation; Clinical trial; Blood pressure; Endothelial dysfunction; Diastole","score_opus":0.25568517829996557,"score_gpt":0.41430361126259824,"score_spread":0.15861843296263267,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414102670","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.615345,0.008158613,0.00037421184,0.35652,0.008378754,0.005681659,0.0005654772,0.00012944343,0.004846842],"genre_scores_gemma":[0.87801725,0.008589076,0.004702624,0.095847495,0.0060939216,0.0031207674,0.00046495037,0.00004591102,0.0031180228],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968895,0.00025345315,0.0009155433,0.00051687536,0.0010714702,0.00035320787],"domain_scores_gemma":[0.99579805,0.0028276406,0.00010168824,0.00040912515,0.00060076447,0.0002627267],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011200793,0.00027526479,0.0012450552,0.00007929068,0.00013752175,0.000013810809,0.00019829275,0.00030806143,0.0007556483],"category_scores_gemma":[0.0019304793,0.0001448617,0.00030344765,0.00030424606,0.00023726372,0.000031279065,0.000045079287,0.0001592757,0.000033856762],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028700375,0.008553088,0.0016475448,0.000031264368,0.0011925086,0.00020493244,0.0018942314,3.2316407e-7,0.0006436944,0.00012169739,0.81404525,0.16879544],"study_design_scores_gemma":[0.013494326,0.004037595,0.0061126817,0.00017397803,0.0017829364,0.000016505011,0.0007292142,0.0002460875,0.00060783245,0.00017638467,0.97249115,0.00013133013],"about_ca_topic_score_codex":0.00039686786,"about_ca_topic_score_gemma":0.00057112466,"teacher_disagreement_score":0.26267225,"about_ca_system_score_codex":0.00023442111,"about_ca_system_score_gemma":0.0014997909,"threshold_uncertainty_score":0.8273819},"labels":[],"label_agreement":null},{"id":"W4414703511","doi":"10.21518/ms2025-373","title":"Chronic inflammatory diseases of the external genitalia in men","year":2025,"lang":"en","type":"article","venue":"Meditsinskiy sovet = Medical Council","topic":"Genital Health and Disease","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SKiN Health","funders":"","keywords":"External genitalia; Etiology; Sex organ; Pemphigus; Betamethasone; Differential diagnosis; Drug","score_opus":0.017935060728123158,"score_gpt":0.28058885491558266,"score_spread":0.2626537941874595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414703511","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92586386,0.029368047,0.000075090305,0.009894736,0.0021113348,0.0011499594,0.000084538915,0.00009041001,0.031362],"genre_scores_gemma":[0.9927293,0.000116782176,0.000013174502,0.0031088241,0.00058269914,0.00007170667,0.000010827485,0.000016718399,0.0033499796],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99530303,0.00012310274,0.00067286997,0.00031856413,0.003031336,0.0005510747],"domain_scores_gemma":[0.9980103,0.00020351796,0.00011278355,0.0005620964,0.00039233404,0.0007190168],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009519977,0.00021330258,0.00043681244,0.000105094296,0.00007807181,0.0000090714475,0.00038475942,0.00022102532,0.0008870717],"category_scores_gemma":[0.005255007,0.0001424857,0.0001892796,0.00051104964,0.00047713247,0.00007157581,0.00016679757,0.0005304721,0.000045706973],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020565344,0.0017499267,0.73567533,0.0071878578,0.00014163568,0.0009427637,0.0009998977,0.000014462475,0.00069552887,0.0059929863,0.17963679,0.064906254],"study_design_scores_gemma":[0.0090492545,0.00025883238,0.90043974,0.0016386448,0.00029898193,0.000040243824,0.00030577296,0.0012260709,0.00033892415,0.0038641943,0.08227536,0.00026396874],"about_ca_topic_score_codex":0.0002715709,"about_ca_topic_score_gemma":0.0006358595,"teacher_disagreement_score":0.16476439,"about_ca_system_score_codex":0.0013436092,"about_ca_system_score_gemma":0.019970544,"threshold_uncertainty_score":0.98558533},"labels":[],"label_agreement":null}]}