{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"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":"c9a01d62433d","filters":{"venue":"ECMC 2022"}},"results":[{"id":"W4320060843","doi":"10.3390/ecmc2022-13472","title":"In Silico Fragment-Based Drug Design and Molecular Docking of Tranilast Analogues as Potential Inhibitors of Transforming Growth Factor- β Receptor Type 1","year":2022,"lang":"en","type":"article","venue":"ECMC 2022","topic":"TGF-β signaling in diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"In silico; Tranilast; Docking (animal); Drug; Chemistry; Computational biology; Pharmacology; Biology; Biochemistry; Medicine; Gene","authors":[{"name":"Nusaiba A. Babiker","is_ca":false},{"name":"Ahmed T. Negmeldin","is_ca":false},{"name":"Eman M. El‐labbad","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006070877306697947,"gpt":0.2228268162653047,"spread":0.2167559389586067,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003528831,0.001226676,0.001901944,0.0007061132,0.0002497175,0.0006305889,0.0010058,0.000605683,0.004274544],"category_scores_gemma":[0.0006424059,0.0004201492,0.001196256,0.000703453,0.0002005656,0.0002756381,0.0004163797,0.0004960544,0.0004678323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006592878,"about_ca_system_score_gemma":0.001141176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005941455,"about_ca_topic_score_gemma":0.008577198,"domain_scores_codex":[0.9998448,0.00004823998,0.000009427773,0.00002958586,0.00003223931,0.00003572768],"domain_scores_gemma":[0.9998255,0.0000971594,0.00002428056,0.000006726592,0.00002742928,0.00001884092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001030594,0.0003200306,0.00226276,0.0005076217,0.0002636059,0.0003504294,0.00003393677,0.9592618,0.01568754,0.001194611,0.001064408,0.01802266],"study_design_scores_gemma":[0.0002338632,0.0006596318,0.0006514621,0.00002069094,0.0001711068,0.00007137535,0.0000318136,0.9904509,0.00554901,0.000278648,0.001863683,0.00001782356],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.916708,0.004395909,0.05775311,0.0003619815,0.0000940001,0.0005188038,0.005261345,0.001689592,0.01321737],"genre_scores_gemma":[0.9254832,0.002573699,0.06236442,0.0001456124,0.00001543882,0.0006534164,0.005818791,0.0001207342,0.002824553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005941455,"threshold_uncertainty_score":0.01429981,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4315698938","doi":"10.3390/ecmc2022-12906","title":"Prodrugs Activated by Vascular Ectopeptidases: Proof of Concept","year":2022,"lang":"en","type":"article","venue":"ECMC 2022","topic":"Coagulation, Bradykinin, Polyphosphates, and Angioedema","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":"Université Laval","funders":"","keywords":"Bradykinin; Receptor; Vascular smooth muscle; Histamine; Prodrug; Chemistry; Pharmacology; Angiotensin II; Endocrinology; Internal medicine; Biochemistry; Biology; Medicine","authors":[{"name":"François Marceau","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009934045562580802,"gpt":0.2389218169424937,"spread":0.2289877713799129,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006633979,0.0006890488,0.0003015119,0.0001795588,0.0001377468,0.0005632277,0.000550359,0.0008904957,0.002339095],"category_scores_gemma":[0.0003578033,0.000223833,0.000345414,0.0001315423,0.0003087246,0.0007807821,0.0003676172,0.0014109,0.0008592919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003492088,"about_ca_system_score_gemma":0.0004141049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000373029,"about_ca_topic_score_gemma":0.0002503073,"domain_scores_codex":[0.9997717,0.00003584082,0.00001179225,0.00003637886,0.00008777012,0.0000565693],"domain_scores_gemma":[0.9998965,0.00001299298,0.00002241559,0.000008039247,0.00002603331,0.00003403037],"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":[0.000520087,0.0007196552,0.0001730509,0.001264642,0.00005331834,0.0009484291,0.0001512506,0.00117302,0.9198714,0.009657297,0.006769148,0.05869875],"study_design_scores_gemma":[0.0004269517,0.006210689,0.0009531919,0.0001194614,0.00006111811,0.001531051,0.00005320282,0.002712587,0.8753981,0.001258667,0.1112217,0.0000533133],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4932207,0.07981096,0.3446018,0.008599469,0.003983894,0.004988777,0.003401028,0.001736361,0.05965706],"genre_scores_gemma":[0.8422071,0.03732445,0.09784424,0.001736445,0.000408258,0.001498216,0.001428539,0.00009121065,0.01746156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002339095,"threshold_uncertainty_score":0.007825077,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}