{"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":"108cd7c7e38a","filters":{"venue":"Frontiers in Molecular Medicine"}},"results":[{"id":"W4297236272","doi":"10.3389/fmmed.2022.971247","title":"The IRE1α pathway in glomerular diseases: The unfolded protein response and beyond","year":2022,"lang":"en","type":"review","venue":"Frontiers in Molecular Medicine","topic":"Endoplasmic Reticulum Stress and Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University Health Centre","funders":"Canadian Institutes of Health Research; Kidney Foundation of Canada","keywords":"Unfolded protein response; Proteostasis; Endoplasmic reticulum; Podocyte; Autophagy; Cell biology; Glomerulosclerosis; Biology; Kidney; Endocrinology; Apoptosis; Biochemistry","authors":[{"name":"José R. Navarro‐Betancourt","is_ca":true},{"name":"Andrey V. Cybulsky","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00773371769579371,"gpt":0.2606338822833318,"spread":0.2529001645875381,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005890075,0.001005269,0.001307794,0.002020334,0.0003315848,0.001022301,0.001017682,0.001519459,0.003762581],"category_scores_gemma":[0.0005570416,0.0002412079,0.0004305351,0.0019687,0.0006068303,0.001744304,0.0008913331,0.002965931,0.003066822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000789331,"about_ca_system_score_gemma":0.001119437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007304118,"about_ca_topic_score_gemma":0.001319118,"domain_scores_codex":[0.9998579,0.00002675165,0.00001765556,0.00002596575,0.00005474819,0.00001697085],"domain_scores_gemma":[0.9997545,0.00008135592,0.00002877911,0.000009644292,0.00007810137,0.000047782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001035115,0.00006487631,0.0000971772,0.01047186,0.0000698245,0.0002585329,0.00005720238,0.000349017,0.001849554,0.006514455,0.0812861,0.8988779],"study_design_scores_gemma":[0.00001429438,0.00005494248,0.0003061031,0.00161833,0.00003772689,0.0008612578,0.00002482441,0.00005202752,0.0001963403,0.002573886,0.9942492,0.00001110108],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004482163,0.9979704,0.0001271529,0.0005222793,0.000466588,0.00000288659,0.00001004361,0.0000101435,0.0008457092],"genre_scores_gemma":[0.000383838,0.9977278,0.0001697883,0.0004089294,0.0003917859,0.000005546762,0.0000251214,0.000002311348,0.0008847485],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003762581,"threshold_uncertainty_score":0.01258707,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4284880401","doi":"10.3389/fmmed.2022.914505","title":"A Review on Biomarkers for the Evaluation of Autoimmune Cholestatic Liver Diseases and Their Overlap Syndromes","year":2022,"lang":"en","type":"review","venue":"Frontiers in Molecular Medicine","topic":"Liver Diseases and Immunity","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Autoimmune hepatitis; Primary sclerosing cholangitis; Medicine; Primary biliary cirrhosis; Overlap syndrome; Disease; Pathogenesis; Liver disease; Cirrhosis; Fibrosis; Immunology; Gastroenterology; Internal medicine","authors":[{"name":"Henry H. Nguyen","is_ca":true},{"name":"Marvin J. Fritzler","is_ca":true},{"name":"Mark G. Swain","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07057098802710196,"gpt":0.356948567129472,"spread":0.2863775791023701,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008110822,0.0009838453,0.001474299,0.003382743,0.0002415914,0.00103511,0.000805945,0.001177875,0.003977573],"category_scores_gemma":[0.001884977,0.0002736763,0.0008569076,0.002634244,0.000382699,0.001219096,0.0005423628,0.001719552,0.001857489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005497831,"about_ca_system_score_gemma":0.001095605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008740078,"about_ca_topic_score_gemma":0.001215861,"domain_scores_codex":[0.9995827,0.0001049297,0.00008441718,0.00006476788,0.0001361007,0.00002719357],"domain_scores_gemma":[0.9990722,0.0005499736,0.0001137487,0.0000199181,0.000201619,0.00004247777],"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":[0.0001154021,0.00006732187,0.0003824986,0.02535265,0.0002133016,0.0003483832,0.00007298507,0.000244804,0.001628359,0.001966385,0.04332603,0.9262819],"study_design_scores_gemma":[0.00003241179,0.0001705801,0.002138192,0.01331024,0.0005019244,0.003925384,0.00006572599,0.0001534692,0.0007542974,0.001825857,0.9770803,0.00004162388],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008414435,0.9986352,0.0001499619,0.0002710949,0.0002585995,0.00000600191,0.00002778319,0.000007807023,0.0005593803],"genre_scores_gemma":[0.0006235077,0.9979265,0.0003615246,0.0003404249,0.0003111899,0.00001270632,0.00006236751,0.000002485647,0.0003592713],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003977573,"threshold_uncertainty_score":0.01330626,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414713130","doi":"10.3389/fmmed.2025.1671337","title":"AI-enabled resilience modeling for brain health","year":2025,"lang":"en","type":"review","venue":"Frontiers in Molecular Medicine","topic":"Dementia and Cognitive Impairment Research","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":"Simon Fraser University","funders":"","keywords":"Resilience (materials science); Field (mathematics); Psychological resilience; Mental health; Digital health; Artificial general intelligence","authors":[{"name":"Andrew Wister","is_ca":true},{"name":"Elizaveta Pinigina","is_ca":false},{"name":"Jie Liang","is_ca":true},{"name":"Igor Linkov","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02675161965793736,"gpt":0.4056746281189563,"spread":0.3789230084610189,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007732327,0.0009505469,0.0009080384,0.001508716,0.0002562733,0.001261786,0.00107418,0.001195546,0.003157935],"category_scores_gemma":[0.001879961,0.0002662491,0.0009854087,0.001412246,0.000982407,0.001556055,0.001060866,0.001686096,0.0007860605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001556658,"about_ca_system_score_gemma":0.001778179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00432398,"about_ca_topic_score_gemma":0.004018614,"domain_scores_codex":[0.999787,0.00008304356,0.00001775627,0.00003223668,0.0000662657,0.00001365293],"domain_scores_gemma":[0.9992964,0.0005293334,0.00004325857,0.00002643315,0.00008472719,0.00001988933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003498818,0.00005407264,0.0006665688,0.01098342,0.0004446614,0.000209006,0.0002420248,0.07079981,0.001014725,0.3611135,0.02774864,0.5266886],"study_design_scores_gemma":[0.00001918526,0.00006355417,0.001056827,0.005921359,0.0002734929,0.0005224127,0.000198932,0.06776766,0.0009491578,0.4002846,0.5228552,0.00008749255],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001616388,0.8735759,0.09646931,0.008495956,0.001000455,0.00005067981,0.000293179,0.0002845422,0.01821355],"genre_scores_gemma":[0.0539951,0.9077219,0.0318087,0.001409383,0.0008669239,0.0001485591,0.0004125768,0.00004964682,0.003587199],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00432398,"threshold_uncertainty_score":0.01129442,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}