{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":1,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"362e62562e47","filters":{"venue":"Institute of Biomedical Chemistry, Moscow,Russia eBooks"}},"results":[{"id":"W4281293911","doi":"10.18097/bcadd2022","title":"PROCEEDINGS BOOK OF THE XXVIII SYMPOSIUM \"BIOINFORMATICS AND COMPUTER-AIDED DRUG DISCOVERY\", MOSCOW, 2022","year":2022,"lang":"en","type":"book","venue":"Institute of Biomedical Chemistry, Moscow,Russia eBooks","topic":"Computational Drug Discovery Methods","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Russian Academy of Sciences; Canadian Institutes of Health Research; Lomonosov Moscow State University; Ministry of Education, India; Russian Science Foundation; Dell Technologies","keywords":"Cheminformatics; Drug discovery; Computer science; In silico; Structural bioinformatics; Data science; Computational biology; Bioinformatics; Biology","authors":[{"name":"Pavlo Polishchuk","is_ca":true},{"name":"Kunal Roy","is_ca":true},{"name":"G. Narahari Sastry","is_ca":true},{"name":"Luciana Scotti","is_ca":true},{"name":"Vladimir Poroikov","is_ca":false},{"name":"Roman G. Efremov","is_ca":false},{"name":"О. А. Бочарова","is_ca":false},{"name":"Н. С. Ионов","is_ca":false},{"name":"I. V. Kazeev","is_ca":false},{"name":"V. Shevchenko","is_ca":false},{"name":"Е. В. Бочаров","is_ca":false},{"name":"Р. В. Карпова","is_ca":false},{"name":"O. P. Sheychenko","is_ca":false},{"name":"V. G. Kucheryanu","is_ca":false},{"name":"В. С. Косоруков","is_ca":false},{"name":"В. Б. Матвеев","is_ca":false},{"name":"Dmitry Filimonov","is_ca":false},{"name":"Alexey A. Lagunin","is_ca":false},{"name":"Artem Cherkasov","is_ca":true},{"name":"Frank Eisenhaber","is_ca":true},{"name":"Dmitry N. Ivankov","is_ca":false},{"name":"Marina A. Pak","is_ca":false},{"name":"Alexei V. Finkelstein","is_ca":false},{"name":"Timur Madzhidov","is_ca":false},{"name":"Assima Rakhimbekova","is_ca":false},{"name":"V Afonina","is_ca":false},{"name":"A Fatykhova","is_ca":false},{"name":"Dimitar P. Zankov","is_ca":false},{"name":"Alexandre Varnek","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008315157456690548,"gpt":0.2306566108099175,"spread":0.222341453353227,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005312579,0.001918946,0.001561151,0.002616377,0.0007625828,0.003661379,0.0008973167,0.0008402791,0.1988727],"category_scores_gemma":[0.001415964,0.0006603959,0.0007528132,0.003467219,0.000617786,0.002359867,0.001128785,0.002784336,0.159434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009458443,"about_ca_system_score_gemma":0.001221456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001061369,"about_ca_topic_score_gemma":0.002169086,"domain_scores_codex":[0.9994067,0.00005276512,0.00002508747,0.0001105053,0.0003787454,0.00002620883],"domain_scores_gemma":[0.9992855,0.0002155054,0.00003900586,0.00004684382,0.0002704114,0.0001427476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000360876,0.00002989075,0.00004534033,0.0003522258,0.00001221567,0.00003846986,0.00003639809,0.0003836371,0.0008902964,0.005429142,0.8788508,0.1138955],"study_design_scores_gemma":[0.000003718628,0.000009879263,0.0001392274,0.00010643,0.000004151306,0.000133178,0.00001019595,0.0002398139,0.0001387729,0.001590569,0.9976191,0.000004894215],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009723344,0.1526241,0.02738629,0.006292485,0.04863279,0.0002348216,0.00471313,0.002810456,0.7563336],"genre_scores_gemma":[0.001726391,0.03113183,0.007392429,0.001259199,0.003085153,0.0001041924,0.002089122,0.0008944587,0.9523173],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1988727,"threshold_uncertainty_score":0.6652954,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}