{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"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":"4a1c6d30377f","filters":{"venue":"Medicine in Drug Discovery"}},"results":[{"id":"W3166614645","doi":"10.1016/j.medidd.2021.100094","title":"Acanthopanax senticosus polysaccharide-loaded calcium carbonate nanoparticle as an adjuvant to enhance porcine parvovirus vaccine immune responses","year":2021,"lang":"en","type":"article","venue":"Medicine in Drug Discovery","topic":"Immunotherapy and Immune Responses","field":"Immunology and Microbiology","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"Henan Provincial Science and Technology Research Project; Key Scientific Research Project of Colleges and Universities in Henan Province; National Natural Science Foundation of China","keywords":"Immune system; Adjuvant; Polyethylenimine; Immunopotentiator; Immunogenicity; Antigen; Materials science; Porcine parvovirus; Microbiology; Chemistry; Biology; Immunology; Antibody; Biochemistry; Transfection","authors":[{"name":"Xianghui Li","is_ca":false},{"name":"Zhiqiang Zhang","is_ca":false},{"name":"Zhenhuan Guo","is_ca":false},{"name":"Xia Ma","is_ca":false},{"name":"Xueting Ban","is_ca":true},{"name":"Xinghui Song","is_ca":false},{"name":"Yonglu Liu","is_ca":false},{"name":"Li Zhao","is_ca":false},{"name":"Qiqi Liu","is_ca":false},{"name":"Qigai He","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01313148254487703,"gpt":0.3041231515182059,"spread":0.2909916689733288,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009437789,0.0002845557,0.0001784354,0.0002202274,0.00009713634,0.0001126411,0.0001531996,0.0003210204,0.0003542143],"category_scores_gemma":[0.00007849692,0.00009482796,0.0002105216,0.0001142061,0.0001290186,0.0001820789,0.0001481693,0.000250417,0.00007850217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001966259,"about_ca_system_score_gemma":0.0001648657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004554958,"about_ca_topic_score_gemma":0.0006687964,"domain_scores_codex":[0.9999392,0.000007664908,0.000004085328,0.00001097346,0.00002352803,0.00001458319],"domain_scores_gemma":[0.999975,0.000003427898,0.000006016694,0.000001613186,0.000005605037,0.000008416283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003001124,0.00002049655,0.00004517306,0.00006580023,0.000003838692,0.00002721984,0.000008087359,0.0001294286,0.9980507,0.00005709146,0.00003966527,0.001522612],"study_design_scores_gemma":[0.00003482953,0.0007175122,0.001798309,0.000008508126,0.00003937646,0.000130019,0.00001391119,0.004385675,0.9897261,0.0000532005,0.003081974,0.00001053918],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915576,0.002526643,0.004216466,0.0001185965,0.00005559004,0.00006994238,0.00005210813,0.00006063546,0.001342455],"genre_scores_gemma":[0.9938147,0.001116196,0.003920778,0.00007094619,0.00001861737,0.00004385335,0.00006354307,0.000008442212,0.0009428807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0004554958,"threshold_uncertainty_score":0.001426578,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392184550","doi":"10.1016/j.medidd.2024.100182","title":"Insights from clinical trials: New evidence supports surgical interventions over drug therapies for atrial fibrillation","year":2024,"lang":"en","type":"article","venue":"Medicine in Drug Discovery","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University Health Network; University of Toronto","funders":"","keywords":"Atrial fibrillation; Medicine; Drug; Clinical trial; Psychological intervention; Drug trial; Intensive care medicine; Cardiology; Internal medicine; Pharmacology; Psychiatry","authors":[{"name":"Akshat D. Modi","is_ca":true},{"name":"Akriti Sharma","is_ca":true},{"name":"Dharmeshkumar M. Modi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.240620048756248,"gpt":0.4952404303123989,"spread":0.254620381556151,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08545221,0.001583814,0.006451931,0.004061804,0.0008919865,0.01064476,0.002624431,0.006180275,0.01786888],"category_scores_gemma":[0.2698887,0.0009697996,0.005031044,0.004387118,0.003966623,0.01056395,0.002916129,0.009272424,0.002284399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003984385,"about_ca_system_score_gemma":0.00897541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001661175,"about_ca_topic_score_gemma":0.003301948,"domain_scores_codex":[0.9254864,0.04574003,0.0126759,0.003987066,0.01113553,0.0009751717],"domain_scores_gemma":[0.4459971,0.4972079,0.02535561,0.007454975,0.0209808,0.003003629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.004849705,0.0002830986,0.006109511,0.2484127,0.01500213,0.0003465657,0.0006849892,0.0006776114,0.000540542,0.04375806,0.05093249,0.6284026],"study_design_scores_gemma":[0.003439292,0.002335598,0.01078842,0.5164168,0.02689479,0.0007103575,0.0009774456,0.000795853,0.0005726943,0.0814246,0.3554838,0.0001603766],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008457428,0.9497184,0.001724348,0.0377557,0.003874623,0.0002755386,0.0003913968,0.00002565994,0.005388516],"genre_scores_gemma":[0.04008242,0.8906484,0.005763988,0.04824718,0.01318948,0.0006522,0.000474618,0.00007325378,0.0008683623],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.08545221,"threshold_uncertainty_score":0.4519199,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4417397374","doi":"10.1016/j.medidd.2025.100244","title":"Toward peptide-based protein replacement in fragile X syndrome: Evaluating the N-tat strategy","year":2025,"lang":"en","type":"article","venue":"Medicine in Drug Discovery","topic":"Genetics and Neurodevelopmental Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"FPInnovations","funders":"","keywords":"Fragile X syndrome; Interactome; Fragile x; Translation (biology); Peptide; Messenger RNA; Protein–protein interaction; In vivo","authors":[{"name":"Oliver A. Kent","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0194888089592187,"gpt":0.298543531835194,"spread":0.2790547228759753,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007867346,0.0002702392,0.0002833623,0.0001516888,0.0002181054,0.0005626404,0.0003878573,0.0008270458,0.0009756539],"category_scores_gemma":[0.0004520934,0.0001102201,0.000295426,0.00009636174,0.0004356644,0.000595807,0.0003864235,0.0009582164,0.0004168563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000439905,"about_ca_system_score_gemma":0.0003879268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004452725,"about_ca_topic_score_gemma":0.00083287,"domain_scores_codex":[0.9997912,0.00006883629,0.00001506781,0.00002921168,0.00006569627,0.00003010739],"domain_scores_gemma":[0.9999061,0.00003738439,0.00001415643,0.00000507341,0.00002286049,0.00001434868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009424706,0.0002199549,0.0005643052,0.002248677,0.0001138428,0.00283796,0.0005111385,0.004698595,0.7545503,0.02991875,0.01042682,0.1929671],"study_design_scores_gemma":[0.0002632976,0.005311369,0.000677434,0.0005383292,0.0002259491,0.007462221,0.0002614589,0.004406573,0.5095082,0.007116068,0.4641424,0.00008669769],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3843623,0.4815158,0.07554027,0.02101797,0.005244819,0.0004118655,0.0003909774,0.0004828265,0.03103326],"genre_scores_gemma":[0.6300761,0.3168131,0.03015534,0.006205469,0.000888764,0.0001871792,0.0003820914,0.0001260645,0.01516596],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0009756539,"threshold_uncertainty_score":0.004160702,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}