{"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":"review","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0017905752,0.7568648,0.019488547,0.13358264,0.012059155,0.005396825,0.008359906,0.00078127783,0.061676264],"genre_scores_gemma":[0.0126739405,0.7644783,0.1041706,0.0559601,0.005131862,0.00659659,0.021377,0.00024810844,0.029363459],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99440444,0.0015614871,0.0014733438,0.00027094406,0.0020111152,0.00027873175],"domain_scores_gemma":[0.9942464,0.0014531704,0.00069021014,0.00015702068,0.0030481291,0.00040500824],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008627481,0.0014430089,0.0024250583,0.0035159863,0.00084595126,0.0024854252,0.0048570186,0.005375145,0.006252057],"category_scores_gemma":[0.009421277,0.0007372603,0.0045716027,0.002568238,0.0008379882,0.0018337572,0.0018679553,0.007026153,0.006244499],"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":[0.00012260916,0.00025856128,0.00088263024,0.017700566,0.00033868165,0.00064229866,0.0003283368,0.0010289085,0.0010264637,0.0048623383,0.618625,0.35418364],"study_design_scores_gemma":[0.0002863673,0.000116613875,0.0034284028,0.058885127,0.00067820965,0.0008315048,0.00017010332,0.00053053367,0.00028439768,0.0036092908,0.9311264,0.000053125157],"about_ca_topic_score_codex":0.016917562,"about_ca_topic_score_gemma":0.024855934,"teacher_disagreement_score":0.016917562,"about_ca_system_score_codex":0.0026610936,"about_ca_system_score_gemma":0.011686404,"threshold_uncertainty_score":0.045626998},"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":"review","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001953358,0.6786678,0.01609253,0.1173303,0.039240964,0.0025392557,0.00835568,0.0013321895,0.13448803],"genre_scores_gemma":[0.02248831,0.6416976,0.065605424,0.12792306,0.023097476,0.00857531,0.027012326,0.00078084413,0.082819626],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9932452,0.0017745598,0.0019436178,0.00031197217,0.0021227237,0.0006019729],"domain_scores_gemma":[0.9888685,0.0037286861,0.0015699138,0.00038657262,0.004535677,0.00091064203],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0059359237,0.0012106368,0.0022334324,0.0017751507,0.00088263955,0.0020314471,0.0028012907,0.0051296414,0.013753699],"category_scores_gemma":[0.009942847,0.0005027039,0.0031588075,0.0014227187,0.001074012,0.001993384,0.0026555627,0.0066294996,0.012892218],"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":[0.00012395937,0.00016953872,0.0010400988,0.0052836724,0.00008078184,0.0006524981,0.00022479669,0.00028664898,0.0009203243,0.0040497533,0.6890739,0.29809403],"study_design_scores_gemma":[0.0000952409,0.00006858284,0.0026168881,0.008398171,0.000055693574,0.0010658514,0.00012832208,0.00009505371,0.00017392238,0.0012256181,0.98604774,0.000028740507],"about_ca_topic_score_codex":0.010035519,"about_ca_topic_score_gemma":0.012783602,"teacher_disagreement_score":0.013753699,"about_ca_system_score_codex":0.0017957834,"about_ca_system_score_gemma":0.007003832,"threshold_uncertainty_score":0.046010733},"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":"review","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004303349,0.5634518,0.041533776,0.23367102,0.02279736,0.027771357,0.025192382,0.0013317633,0.0799472],"genre_scores_gemma":[0.022840396,0.4926382,0.275096,0.09416054,0.007118603,0.028037999,0.052375734,0.00038677937,0.02734573],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98916304,0.0034665377,0.0030022108,0.00039205363,0.0034962227,0.00047991824],"domain_scores_gemma":[0.9838324,0.00265246,0.0018475015,0.00030042083,0.010463879,0.00090320315],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0092352815,0.0019981966,0.0038749913,0.0064528575,0.001825902,0.002261793,0.005092019,0.006271537,0.0049466244],"category_scores_gemma":[0.01743233,0.0008725504,0.0059537184,0.004845357,0.0010609849,0.0013925929,0.0017825197,0.0065957527,0.0045128637],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016382102,0.00032879753,0.0019320863,0.01604475,0.00041320288,0.00052557106,0.0003764886,0.0011421754,0.0010583301,0.003909793,0.75297445,0.22113052],"study_design_scores_gemma":[0.0006995246,0.00025695888,0.015386328,0.059001014,0.0013092929,0.0014399256,0.00032611724,0.0013511275,0.0007145654,0.0058399695,0.91352195,0.00015319108],"about_ca_topic_score_codex":0.05714951,"about_ca_topic_score_gemma":0.093448274,"teacher_disagreement_score":0.9428505,"about_ca_system_score_codex":0.0063127787,"about_ca_system_score_gemma":0.028651167,"threshold_uncertainty_score":0.11363369},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00077275,0.9406629,0.0012765694,0.0160097,0.011097868,0.0020800002,0.007994359,0.00025121635,0.019854615],"genre_scores_gemma":[0.0028848418,0.9403184,0.005588133,0.015330963,0.006613379,0.0022055437,0.015518233,0.00007073972,0.011469731],"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","domain_scores_codex":[0.99801993,0.00031578043,0.0008246944,0.00018133817,0.0005448803,0.000113389484],"domain_scores_gemma":[0.99409205,0.0016344795,0.0015498543,0.00012665747,0.0022974624,0.0002995089],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019836116,0.0013510231,0.002585997,0.014402005,0.000736312,0.0018879017,0.0024450494,0.002556238,0.063814245],"category_scores_gemma":[0.00925703,0.0005248722,0.002545524,0.010862436,0.00064285274,0.003449246,0.0021106908,0.0015908442,0.020925056],"study_design_candidate":"systematic_review","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":[0.00009985209,0.000082032835,0.00059997826,0.121921614,0.00015199454,0.00046618725,0.000120060424,0.00014313604,0.00048038643,0.0011965351,0.48302275,0.39171547],"study_design_scores_gemma":[0.00009779863,0.000086340246,0.0029578714,0.18262707,0.000608657,0.0015113129,0.00019684438,0.000096131196,0.00015810617,0.001500337,0.81011456,0.00004510914],"about_ca_topic_score_codex":0.003977707,"about_ca_topic_score_gemma":0.0065827114,"teacher_disagreement_score":0.063814245,"about_ca_system_score_codex":0.002122756,"about_ca_system_score_gemma":0.008139178,"threshold_uncertainty_score":0.21347994},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99065936,0.0011351667,0.003348542,0.0001760025,0.00009154675,0.00071232184,0.00032269294,0.00014037215,0.003413979],"genre_scores_gemma":[0.9887692,0.0007387339,0.007958742,0.00016722076,0.00015205672,0.0011863027,0.00034406284,0.000017028107,0.00066668435],"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","domain_scores_codex":[0.97852635,0.015770376,0.0010166329,0.0011319304,0.002989478,0.00056519255],"domain_scores_gemma":[0.92421603,0.05976692,0.0049446225,0.0029430976,0.005085028,0.0030442982],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015151341,0.0006626175,0.0009643818,0.0024517635,0.00039602985,0.00096246967,0.0007175325,0.0007075915,0.003375812],"category_scores_gemma":[0.04161061,0.00033282125,0.0008762705,0.0010681266,0.00050307874,0.0011953152,0.0014251521,0.00051617314,0.00041445656],"study_design_candidate":"nonrandomized_trial","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":[0.047473636,0.010560884,0.47451484,0.0021834623,0.0016533494,0.00033473142,0.0044138767,0.0012704917,0.002128745,0.00029374045,0.0018347447,0.4533375],"study_design_scores_gemma":[0.0049837423,0.081518404,0.88607484,0.0006079008,0.0019546186,0.0011780115,0.00452725,0.010488549,0.0029635127,0.00033740475,0.0050692544,0.0002964899],"about_ca_topic_score_codex":0.0013832129,"about_ca_topic_score_gemma":0.0020827083,"teacher_disagreement_score":0.015151341,"about_ca_system_score_codex":0.0006538928,"about_ca_system_score_gemma":0.0008339893,"threshold_uncertainty_score":0.08012891},"labels":[],"label_agreement":null}]}