{"meta":{"query_hash":"c2313b0f5361","filters":{"venue":"PULMONOLOGIYA"},"cohort_total":5,"direct_labels_cover":0,"predictions_cover":5,"exported":5,"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/c2313b0f5361","api":"https://metacan.xera.ac/api/v1/cohort?venue=PULMONOLOGIYA"},"results":[{"id":"W3169526501","doi":"10.18093/0869-0189-2021-31-3-272-295","title":"Management of severe asthma: a European Respiratory Society/American Thoracic Society guideline","year":2021,"lang":"en","type":"article","venue":"PULMONOLOGIYA","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; SickKids Foundation; McMaster University","funders":"","keywords":"Exhaled nitric oxide; Medicine; Asthma; Guideline; Asthma management; Task force; Eosinophilic; Intensive care medicine; Psychological intervention; Grading (engineering); Chronic cough; Physical therapy; Immunology; Bronchoconstriction; Pathology","score_opus":0.02802635436390038,"score_gpt":0.3194112368448357,"score_spread":0.2913848824809353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3169526501","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":[0.93750674,0.011339423,0.0020877214,0.0034618063,0.00024033633,0.0005598618,0.00006652139,0.00040912066,0.044328492],"genre_scores_gemma":[0.95392096,0.000873351,0.03305048,0.008381771,0.00033296252,0.000027109812,0.00007234815,0.00008319012,0.003257827],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99810684,0.00016261807,0.0005348459,0.0004946301,0.00033434283,0.00036673772],"domain_scores_gemma":[0.9986357,0.000029699151,0.0002333377,0.0006593625,0.00026144387,0.00018045491],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036257892,0.00023126396,0.00043029594,0.00003209491,0.000107148175,0.000014779526,0.00017562395,0.00007483561,0.00022704215],"category_scores_gemma":[0.000041395717,0.00019375373,0.00058456964,0.00048091586,0.0003226964,0.00005687455,0.00027921703,0.00023652978,0.00009247548],"study_design_candidate":"design_other","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":[0.00018869319,0.0009196135,0.022611111,0.00067133206,0.0007608563,0.0020760929,0.00033535107,0.000069295864,0.008665906,0.00017079974,0.07688506,0.8866459],"study_design_scores_gemma":[0.0012664703,0.0005098412,0.19504824,0.0002856114,0.00031070088,0.00010217634,0.0091677075,0.00014350857,0.0042748693,0.00006058669,0.7884092,0.00042112125],"about_ca_topic_score_codex":0.000005394213,"about_ca_topic_score_gemma":0.0000012471947,"teacher_disagreement_score":0.88622475,"about_ca_system_score_codex":0.00007562439,"about_ca_system_score_gemma":0.00016959668,"threshold_uncertainty_score":0.7901048},"labels":[],"label_agreement":null},{"id":"W3187633010","doi":"10.18093/0869-0189-2021-31-4-418-438","title":"European Respiratory Society guidelines on the diagnosis and treatment of chronic cough in adults and children","year":2021,"lang":"en","type":"article","venue":"PULMONOLOGIYA","topic":"Respiratory and Cough-Related Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Chronic cough; Pregabalin; Codeine; Intensive care medicine; Pharmacotherapy; Asthma; Anesthesia; Adverse effect; Bronchitis; Gabapentin; Morphine; Internal medicine; Pathology; Alternative medicine","score_opus":0.0853129009761646,"score_gpt":0.3321090396984635,"score_spread":0.24679613872229889,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3187633010","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":[0.96827275,0.025804324,7.7998345e-7,0.0042155627,0.00002300953,0.00033223841,0.000008147416,0.000017769162,0.0013254026],"genre_scores_gemma":[0.9789045,0.019802805,0.000037266866,0.0009123698,0.00011114436,0.000052681997,0.000005217185,0.000014205944,0.00015981091],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99892,0.00019197566,0.00025837123,0.00029476307,0.00014250135,0.00019239327],"domain_scores_gemma":[0.99932903,0.0001541481,0.000053206848,0.00031060283,0.000095198586,0.0000578194],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030601758,0.00012613146,0.00022062568,0.000036566355,0.000073129406,0.000012176511,0.000060678278,0.00008668665,0.00005016908],"category_scores_gemma":[0.00022524908,0.00007403798,0.00006458943,0.00017375256,0.00018047413,0.000027808193,0.00006288825,0.00018002169,0.000009521767],"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":[0.00030107543,0.00076954265,0.49502453,0.000070670045,0.00023022458,0.00032581066,0.00075199007,0.00001842588,0.0023127522,0.00026594603,0.0030842647,0.49684477],"study_design_scores_gemma":[0.0028755567,0.002487794,0.95482886,0.00045377514,0.000051677787,0.00003965795,0.00049627316,0.00015446033,0.014497515,0.000054699798,0.023922395,0.00013733178],"about_ca_topic_score_codex":0.000042944695,"about_ca_topic_score_gemma":0.00003290581,"teacher_disagreement_score":0.49670744,"about_ca_system_score_codex":0.00007134388,"about_ca_system_score_gemma":0.00010598026,"threshold_uncertainty_score":0.30191812},"labels":[],"label_agreement":null},{"id":"W4233634742","doi":"10.18093/0869-0189-2016-26-3-267-291","title":"Therapeutic strategy to prevent acute exacerbations of chronic obstructive pulmonary disease: clinical guidelines of American College of Chest Physicians and Canadian Thoracic Society Guideline (Part 2)","year":2016,"lang":"en","type":"article","venue":"PULMONOLOGIYA","topic":"Chronic Obstructive Pulmonary Disease (COPD) 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":"Medicine; Guideline; COPD; Intensive care medicine; Exacerbation; Clinical trial; Randomized controlled trial; Internal medicine; Pathology","score_opus":0.05481518705533838,"score_gpt":0.381120590681035,"score_spread":0.3263054036256966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4233634742","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":[0.9743255,0.0052827136,0.0007141555,0.0117575005,0.00017026326,0.0020039908,0.0051997984,0.00005107165,0.00049500505],"genre_scores_gemma":[0.9937762,0.002166923,0.0024460203,0.00021114876,0.00027796865,0.00010681481,0.000079932324,0.00005216859,0.0008828337],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9965056,0.000222412,0.0014304414,0.0007038607,0.00050125114,0.0006364269],"domain_scores_gemma":[0.99653715,0.00028055484,0.00053387013,0.00086369965,0.0011133506,0.0006713629],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005447813,0.00034038885,0.0009905805,0.00023370395,0.000087392305,0.00000465674,0.00035572384,0.00014592246,0.00016576493],"category_scores_gemma":[0.0003442262,0.00025769853,0.0003964805,0.0007362652,0.0016157887,0.00013816284,0.00018927042,0.00022915301,0.0000076700035],"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":[0.0010534711,0.0015098716,0.14734656,0.0006899788,0.0013608019,0.00012360781,0.00009064152,0.0000784268,0.024042936,0.00086577906,0.0040984144,0.81873953],"study_design_scores_gemma":[0.00088230043,0.0012445401,0.9767498,0.0005774804,0.00080850837,0.00003437908,0.0010740518,0.0020965266,0.004021031,0.0014512739,0.0106545575,0.00040560035],"about_ca_topic_score_codex":0.0033009027,"about_ca_topic_score_gemma":0.0022056624,"teacher_disagreement_score":0.8294032,"about_ca_system_score_codex":0.00059193606,"about_ca_system_score_gemma":0.0025789794,"threshold_uncertainty_score":0.99998754},"labels":[],"label_agreement":null},{"id":"W4394861317","doi":"10.18093/0869-0189-2024-34-2-158-174","title":"Bronchiectasis: literature review for preparation of 2024 clinical guidelines","year":2024,"lang":"en","type":"article","venue":"PULMONOLOGIYA","topic":"Cystic Fibrosis Research Advances","field":"Medicine","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":"Children’s Health Research Institute","funders":"","keywords":"Bronchiectasis; Medicine; Primary ciliary dyskinesia; Intensive care medicine; Etiology; Cystic fibrosis; Disease; Clinical trial; Sputum; Pathology; Internal medicine; Lung; Tuberculosis","score_opus":0.09248598671604502,"score_gpt":0.5072776330331643,"score_spread":0.4147916463171193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394861317","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0058876877,0.9694237,0.0030371952,0.01675916,0.00091651897,0.001959706,0.00012238593,0.00017988801,0.0017137334],"genre_scores_gemma":[0.08930617,0.74898434,0.13397029,0.003301749,0.0025774722,0.0010800689,0.0006161931,0.00009160269,0.020072129],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99847215,0.00005937295,0.00070652494,0.00034958645,0.00021118729,0.00020118497],"domain_scores_gemma":[0.9986507,0.00045018716,0.00007014489,0.0003309377,0.00041889554,0.000079108366],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00085076294,0.00011985577,0.0004240063,0.00009907084,0.000021525477,0.00002687157,0.00011004856,0.000117619886,0.00010981615],"category_scores_gemma":[0.0053048753,0.00008119435,0.00025513864,0.000372228,0.000088189154,0.00011284513,0.00004506497,0.00023274451,0.000046046167],"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":[0.00058251695,0.0001272466,0.0008957674,0.018743038,0.00017751889,0.000053778876,0.000037020927,0.0000032284709,0.0036863622,0.00082075887,0.6096088,0.3652639],"study_design_scores_gemma":[0.00041782038,0.0017067881,0.0012893514,0.025424687,0.00026129786,0.00013451929,0.000019184496,0.003100288,0.0017045449,0.0018774965,0.9639254,0.00013859941],"about_ca_topic_score_codex":0.000002722048,"about_ca_topic_score_gemma":0.0000034453963,"teacher_disagreement_score":0.36512533,"about_ca_system_score_codex":0.00003126802,"about_ca_system_score_gemma":0.00016333647,"threshold_uncertainty_score":0.63508147},"labels":[],"label_agreement":null},{"id":"W4401766536","doi":"10.18093/0869-0189-2024-34-4-592-594","title":"Comparative effectiveness of an interactive survey and the traditional method for collecting active symptoms and medical history","year":2024,"lang":"en","type":"article","venue":"PULMONOLOGIYA","topic":"Health and Medical Studies","field":"Health Professions","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":"Computer science; Medical history; Medicine; Information retrieval; Surgery","score_opus":0.21868372221650076,"score_gpt":0.5061713149195044,"score_spread":0.2874875927030036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401766536","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":[0.9633976,0.007688188,0.0154106775,0.0027820799,0.0022323404,0.0036913815,0.0002939705,0.000119516044,0.004384251],"genre_scores_gemma":[0.99751085,0.00018644109,0.0005584061,0.00046983923,0.00015566724,0.0009753139,0.000034109184,0.000010043972,0.000099307144],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9945809,0.004342046,0.0003197751,0.0002916814,0.00018198065,0.00028356383],"domain_scores_gemma":[0.94575095,0.05376585,0.00010254351,0.00007127759,0.00013960806,0.00016976043],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0063431105,0.00012268327,0.00052875304,0.00006575984,0.00041831727,0.000003914133,0.00008754859,0.00018456075,0.00006769384],"category_scores_gemma":[0.0049123885,0.00007194616,0.000038508984,0.00010807306,0.00056139135,0.00009039453,0.000075618016,0.00068682345,0.0000021756425],"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":[0.04945578,0.0010855332,0.03454365,0.012988234,0.0034342343,0.000060260423,0.20703176,0.0000062869317,0.0005867286,0.13106409,0.018184118,0.54155934],"study_design_scores_gemma":[0.008500459,0.0017041172,0.8907128,0.002029302,0.00018158952,0.0000359917,0.017877562,0.031972993,0.00022531567,0.021501767,0.024856683,0.00040144604],"about_ca_topic_score_codex":0.0011178039,"about_ca_topic_score_gemma":0.0005379651,"teacher_disagreement_score":0.8561691,"about_ca_system_score_codex":0.00029545152,"about_ca_system_score_gemma":0.0006887188,"threshold_uncertainty_score":0.5880943},"labels":[],"label_agreement":null}]}