{"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":"aaf0ecfd7797","filters":{"venue":"Journal of Biomedical Engineering and Biosciences"}},"results":[{"id":"W4387587296","doi":"10.11159/jbeb.2023.005","title":"Realistic 3D CT-FEM for Target-based Multiple Organ Inclusive Studies","year":2023,"lang":"en","type":"article","venue":"Journal of Biomedical Engineering and Biosciences","topic":"Electrical and Bioimpedance Tomography","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal; Université de Sherbrooke","funders":"","keywords":"Finite element method; Computer science; Medicine; Engineering; Structural engineering","authors":[{"name":"Arife Uzundurukan","is_ca":true},{"name":"Sébastien Poncet","is_ca":true},{"name":"Daria C. Boffito","is_ca":true},{"name":"Philippe Micheau","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01267939586887154,"gpt":0.2558186725759249,"spread":0.2431392767070534,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004818972,0.0001292577,0.0002573668,0.0004396005,0.00009165891,0.00002873712,0.0001718545,0.00004190134,0.000002274894],"category_scores_gemma":[0.0007372327,0.00008415546,0.00008092259,0.001240599,0.0001740655,0.00007921763,0.00002650701,0.0001372114,0.000001117106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002842523,"about_ca_system_score_gemma":0.00003726862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002214759,"about_ca_topic_score_gemma":9.273201e-7,"domain_scores_codex":[0.9989504,0.000006359022,0.0003130293,0.0001133778,0.0003142723,0.0003025494],"domain_scores_gemma":[0.9990932,0.0005325947,0.00005676407,0.00004981973,0.00007986082,0.0001877484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001339655,0.0003372612,0.004439525,0.00307303,0.0008414944,0.0005516668,0.00146857,0.09379915,0.6682358,0.000343262,0.04241826,0.184358],"study_design_scores_gemma":[0.001064024,0.0009031655,0.001680512,0.0002983488,0.00005385933,0.00006987018,0.0003548197,0.9383666,0.01941048,0.0003211589,0.03709842,0.0003787297],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9619145,0.006558876,0.02513732,0.003037409,0.002602234,0.0002174182,0.00006310743,0.0004497951,0.00001932092],"genre_scores_gemma":[0.9943514,0.0006321571,0.004683637,0.00005465347,0.0002487588,0.000005041985,0.00000328926,0.0000107486,0.00001026616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8445675,"threshold_uncertainty_score":0.343176,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4381198181","doi":"10.11159/jbeb.2023.001","title":"A Simulation Study of Urine Transport Through the Ureter","year":2023,"lang":"en","type":"article","venue":"Journal of Biomedical Engineering and Biosciences","topic":"Pediatric Urology and Nephrology Studies","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":"McGill University","funders":"","keywords":"Urine; Ureter; Urology; Computer science; Medicine; Internal medicine","authors":[{"name":"Poupak Kermani","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02011288811116455,"gpt":0.2865244005821935,"spread":0.266411512471029,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004439319,0.00005177461,0.0001752387,0.0001273932,0.00004925043,0.000001695178,0.00006568288,0.00004445646,0.00000436762],"category_scores_gemma":[0.0001804957,0.00002484017,0.00003655227,0.0004704077,0.0002347674,0.00004130405,0.00001533354,0.0001326127,3.751916e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002735421,"about_ca_system_score_gemma":0.00002596705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000429136,"about_ca_topic_score_gemma":5.979497e-7,"domain_scores_codex":[0.9993322,0.0000118885,0.0002396753,0.00006449635,0.000250906,0.0001008704],"domain_scores_gemma":[0.9995611,0.0002344916,0.00007729223,0.00004286892,0.00003989491,0.0000443529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002122214,0.005539231,0.7830516,0.0006013103,0.004162866,0.002222462,0.06351248,0.0436087,0.07055836,0.0002014217,0.004928965,0.01949042],"study_design_scores_gemma":[0.001642738,0.004857054,0.9724535,0.00002497398,0.0003472833,0.0001470725,0.001616002,0.01347599,0.000104993,0.00004073479,0.005218557,0.0000711379],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964533,0.0003514031,0.000263678,0.002627776,0.000230162,0.00005360193,8.660376e-7,0.00001105709,0.000008135237],"genre_scores_gemma":[0.9994276,0.0002001268,0.0001021052,0.00009159101,0.0001603749,7.43693e-7,2.747587e-7,0.000001743309,0.00001549784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1894019,"threshold_uncertainty_score":0.1012953,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}