{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":8,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":8,"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":"f0a14815ad60","filters":{"venue":"The EPMA Journal"}},"results":[{"id":"W2752602007","doi":"10.1007/s13167-017-0114-6","title":"The BSSG rat model of Parkinson’s disease: progressing towards a valid, predictive model of disease","year":2017,"lang":"en","type":"review","venue":"The EPMA Journal","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University; University of Prince Edward Island","funders":"Canadian Institutes of Health Research; Weston Brain Institute","keywords":"Neuropathology; Neuroscience; Dopaminergic; Dopamine; MPTP; Parkinson's disease; Neuroprotection; Disease; Levodopa; Medicine; Oxidopamine; Psychology; Substantia nigra; Pathology","authors":[{"name":"Jackalina M. Van Kampen","is_ca":true},{"name":"H.A. Robertson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1436501258008621,"gpt":0.3896475352763299,"spread":0.2459974094754679,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00104298,0.0006642226,0.001980548,0.0001669018,0.0009259285,0.0001597464,0.0009926464,0.0001638854,0.00002203981],"category_scores_gemma":[0.0003722978,0.0003097502,0.00174022,0.0001211016,0.0004821164,0.0001757665,0.0002676285,0.0007984666,0.000007052508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000304767,"about_ca_system_score_gemma":0.004979815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005104068,"about_ca_topic_score_gemma":7.750324e-7,"domain_scores_codex":[0.9961998,0.0003987431,0.001099355,0.000436849,0.001291194,0.0005740163],"domain_scores_gemma":[0.9947187,0.000137186,0.002300281,0.001487321,0.0003860146,0.0009705496],"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":[0.002045572,0.0008568462,0.0001057963,0.006889002,0.002361307,0.0002504522,0.0002166595,0.0009069784,0.000002907957,0.0003558185,0.0008057822,0.9852028],"study_design_scores_gemma":[0.005738675,0.0007148029,0.0005667413,0.09536482,0.0619478,0.0003665198,0.0001023722,0.2176418,0.00002807474,0.02162663,0.5947263,0.001175516],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004996439,0.9942177,0.001660729,0.0003121491,0.0003581192,0.001601433,0.0009057135,0.00002505448,0.0004194843],"genre_scores_gemma":[0.02539475,0.9721503,0.0004493707,0.00002809946,0.0004275514,0.0002115916,0.00005072229,0.0001100425,0.001177513],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9840274,"threshold_uncertainty_score":0.9999354,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2132365023","doi":"10.1007/s13167-011-0138-2","title":"Personalization of prostate cancer prevention and therapy: are clinically qualified biomarkers in the horizon?","year":2012,"lang":"en","type":"article","venue":"The EPMA Journal","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute of Cancer Research","funders":"","keywords":"Prostate cancer; Medicine; Cabazitaxel; Taxane; Oncology; Androgen deprivation therapy; Cancer; Malignancy; Androgen receptor; Enzalutamide; Internal medicine; Disease; Abiraterone acetate; Breast cancer","authors":[{"name":"Timothy A. Yap","is_ca":true},{"name":"Charles Swanton","is_ca":false},{"name":"Johann S. de Bono","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0768418533837116,"gpt":0.4124384777812427,"spread":0.335596624397531,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001847751,0.00006628976,0.0001271518,0.00005307893,0.0001051138,0.00002114911,0.00007257458,0.00003449275,0.00009992113],"category_scores_gemma":[0.00005651036,0.00002838897,0.00005497821,0.0001558116,0.0001053538,0.00009279245,0.0000123919,0.0002033801,0.000001316081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003809584,"about_ca_system_score_gemma":0.0001062518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003723676,"about_ca_topic_score_gemma":0.000009628183,"domain_scores_codex":[0.9990013,0.0002505724,0.0002333163,0.00006074963,0.0002784592,0.0001755866],"domain_scores_gemma":[0.9994462,0.0001497658,0.0001705996,0.00009670638,0.00007950887,0.00005723238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003061011,0.0003565016,0.838378,0.00006582761,0.0004316569,0.00000927487,0.01154113,0.000002487656,0.002363068,0.00005760392,0.001702093,0.1420313],"study_design_scores_gemma":[0.006555009,0.00120916,0.9754763,0.0004810289,0.0001671617,0.0001714509,0.01040567,0.0001244008,0.001107286,0.0005164993,0.003685545,0.0001004798],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9599596,0.03121687,0.00004141007,0.007994125,0.0001295507,0.0004414369,0.000004227399,0.000003429318,0.0002093569],"genre_scores_gemma":[0.970247,0.02891845,0.00002789932,0.0001289437,0.000239464,0.00002399636,0.000003144342,0.000007794973,0.0004032666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1419308,"threshold_uncertainty_score":0.1157669,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2093051327","doi":"10.1007/s13167-010-0019-0","title":"New animal models of progressive neurodegeneration: tools for identifying targets in predictive diagnostics and presymptomatic treatment","year":2010,"lang":"en","type":"article","venue":"The EPMA Journal","topic":"Neurological diseases and metabolism","field":"Neuroscience","cited_by":10,"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; University of Prince Edward Island","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Neurodegeneration; Disease; Medicine; Intensive care medicine; Intervention (counseling); Psychological intervention; Animal model; Neuroscience; Pathology; Psychology; Psychiatry; Internal medicine","authors":[{"name":"R. Andrew Tasker","is_ca":true},{"name":"Amber L. Adams-Marriott","is_ca":true},{"name":"Christopher A. Shaw","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07536354864073715,"gpt":0.3180265740089024,"spread":0.2426630253681653,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001226592,0.0001071835,0.0001604249,0.00004148664,0.0001557087,0.0001418687,0.0001639718,0.00003408524,0.00002341453],"category_scores_gemma":[0.0009940235,0.00006223876,0.00006395698,0.00007211779,0.00007743175,0.0003558848,0.00004382359,0.0001740531,6.397186e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006929244,"about_ca_system_score_gemma":0.00006878861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002481091,"about_ca_topic_score_gemma":0.000002664665,"domain_scores_codex":[0.9991093,0.0001102499,0.0002470427,0.0001697648,0.0001728065,0.0001908645],"domain_scores_gemma":[0.9988695,0.0006751508,0.0001742037,0.0001174222,0.00003867895,0.0001249931],"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":[0.001206835,0.0006975484,0.001264412,0.00005016106,0.00003531961,0.0001827529,0.002721343,0.004343215,0.8939986,0.03060073,0.0006775624,0.06422151],"study_design_scores_gemma":[0.007001044,0.004503077,0.1164889,0.0001172125,0.0003909224,0.0009679563,0.0001651734,0.1352931,0.5702102,0.163225,0.001150119,0.0004874382],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944129,0.0007277706,0.003252366,0.0005820837,0.0003307256,0.0005891483,0.00003232931,0.00001027454,0.00006240587],"genre_scores_gemma":[0.9981555,0.0005154075,0.0007604621,0.0001749758,0.0003118355,0.00004137805,6.143317e-7,0.000009573145,0.00003024609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3237885,"threshold_uncertainty_score":0.2538023,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388498231","doi":"10.1007/s13167-023-00344-2","title":"Conceptualised psycho-medical footprint for health status outcomes and the potential impacts for early detection and prevention of chronic diseases in the context of 3P medicine","year":2023,"lang":"en","type":"article","venue":"The EPMA Journal","topic":"Cardiovascular Health and Risk Factors","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"Edith Cowan University","keywords":"Subclinical infection; Medicine; Context (archaeology); Population; Relevance (law); Environmental health; Pathology","authors":[{"name":"Ebenezer Afrifa‐Yamoah","is_ca":false},{"name":"Eric Adua","is_ca":false},{"name":"Enoch Odame Anto","is_ca":false},{"name":"Emmanuel Peprah‐Yamoah","is_ca":false},{"name":"Victor Opoku‐Yamoah","is_ca":true},{"name":"Emmanuel Aboagye","is_ca":false},{"name":"Rashid Hashmi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02411928523454565,"gpt":0.3688631197382227,"spread":0.344743834503677,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00331715,0.00009106529,0.0004492122,0.00009078651,0.0001775562,0.00000953249,0.00007803565,0.00004929843,0.000008139616],"category_scores_gemma":[0.0008635728,0.00003589129,0.0002184765,0.0001299693,0.0004076811,0.00002658366,0.00001630008,0.0002240877,1.158771e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005184118,"about_ca_system_score_gemma":0.000356929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004156717,"about_ca_topic_score_gemma":0.0002551929,"domain_scores_codex":[0.9983542,0.0003568876,0.0004953548,0.00009525957,0.0004376366,0.00026069],"domain_scores_gemma":[0.9985701,0.0007170193,0.0002830738,0.0001567874,0.00008659949,0.000186383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01686784,0.0002456392,0.05253955,0.002221218,0.001333148,0.00001221363,0.03934385,0.00003076932,0.0006912661,0.0008991906,0.001323214,0.8844921],"study_design_scores_gemma":[0.0249378,0.002210905,0.9618503,0.0004575633,0.0003027605,0.0001601854,0.007113241,0.0006435925,0.0000550474,0.001682127,0.0005377406,0.00004873401],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9728971,0.008527902,0.002311644,0.01439172,0.0003368678,0.001503324,0.00002210928,0.000006338416,0.000002997825],"genre_scores_gemma":[0.992757,0.006487329,0.00001031036,0.0003144847,0.0003663712,0.00003614328,0.000005600206,0.000009464055,0.00001335521],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9093108,"threshold_uncertainty_score":0.1502118,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4399105668","doi":"10.1007/s13167-024-00368-2","title":"Unraveling progression subtypes in people with Huntington’s disease","year":2024,"lang":"en","type":"article","venue":"The EPMA Journal","topic":"Genetic Neurodegenerative Diseases","field":"Neuroscience","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre for Movement Disorders","funders":"CHDI Foundation","keywords":"Disease; Huntington's disease; Cognition; Trinucleotide repeat expansion; Movement disorders; Medicine; Cluster (spacecraft); Psychology; Clinical psychology; Psychiatry; Internal medicine; Genetics; Gene; Allele; Biology","authors":[{"name":"Tamara Raschka","is_ca":false},{"name":"Zexin Li","is_ca":false},{"name":"Heiko Gaßner","is_ca":false},{"name":"Zacharias Kohl","is_ca":false},{"name":"Jelena Jukic","is_ca":false},{"name":"Franz Marxreiter","is_ca":true},{"name":"Holger Fröhlich","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01940317449635223,"gpt":0.2856300295733201,"spread":0.2662268550769679,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002550595,0.0001238713,0.00009104847,0.0001070912,0.0002491721,0.00034898,0.0002713474,0.00001352525,0.0001084179],"category_scores_gemma":[0.0003184278,0.00006605328,0.00004946036,0.0003901445,0.00007977976,0.0001427768,0.00006126263,0.0003351513,0.00006281862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003139262,"about_ca_system_score_gemma":0.0002142835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004097757,"about_ca_topic_score_gemma":0.0000141478,"domain_scores_codex":[0.9986789,0.0002444234,0.0001707154,0.0002515668,0.0003863758,0.000268054],"domain_scores_gemma":[0.9994134,0.0001909468,0.00005307511,0.0001681014,0.00002915277,0.0001453668],"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":[0.0009959367,0.0004948467,0.1979589,0.0002176372,0.00002788824,0.001723596,0.005545562,0.01309796,0.7379249,0.004292167,0.002145344,0.03557529],"study_design_scores_gemma":[0.0006733027,0.0002316883,0.2542298,0.0009213898,0.00008093507,0.0003588511,0.0003172052,0.01019928,0.7270696,0.003531996,0.001966136,0.0004199267],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958899,0.0006272427,0.0002112219,0.002441539,0.0003495953,0.0001558775,0.000005166119,0.00004265491,0.000276792],"genre_scores_gemma":[0.9989631,0.00009590676,0.00008255785,0.0003085424,0.0002506298,0.00001275674,4.027788e-7,0.00002518757,0.0002609522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05627087,"threshold_uncertainty_score":0.3365222,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2032838748","doi":"10.1007/s13167-011-0103-0","title":"Forms of antipsychotic therapy: improved individual outcomes under personalised treatment of schizophrenia focused on depression","year":2011,"lang":"en","type":"article","venue":"The EPMA Journal","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Schizophrenia (object-oriented programming); Psychiatry; Risperidone; Olanzapine; Quetiapine; Antipsychotic; Context (archaeology); Psychology; Clozapine; Brief Psychiatric Rating Scale; Depression (economics); Antidepressant; Atypical antipsychotic; Psychosocial; Clinical psychology; Medicine; Psychosis; Anxiety","authors":[{"name":"Zoja Babinkostova","is_ca":false},{"name":"Branislav Stefanovski","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0951688856932852,"gpt":0.3239588257492911,"spread":0.2287899400560059,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000289153,0.000220436,0.0004598618,0.0001933198,0.0001394067,0.00001617306,0.000203773,0.00007268185,0.0004280442],"category_scores_gemma":[0.00003255179,0.00009437808,0.0003533433,0.0001416765,0.000137742,0.00006964499,0.00002000603,0.0002181949,0.00001164866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007691776,"about_ca_system_score_gemma":0.0002291724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004787133,"about_ca_topic_score_gemma":0.00001613603,"domain_scores_codex":[0.9984552,0.0001124204,0.0003846144,0.0001626276,0.0005769319,0.0003081858],"domain_scores_gemma":[0.9988442,0.0001482248,0.0002800734,0.0004026219,0.0001140751,0.0002107724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.2071589,0.00990332,0.2573915,0.00005052319,0.00695104,0.0001904469,0.008669334,0.00000530252,0.02295053,0.001814862,0.0002380503,0.4846761],"study_design_scores_gemma":[0.03394603,0.007579766,0.8863532,0.000125898,0.0002705363,0.0002031997,0.0004714553,0.00003615929,0.06645799,0.004422869,0.00001968293,0.0001132008],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970804,0.001141193,0.00004459573,0.000664832,0.000114626,0.0005090168,0.00001875471,0.00001341799,0.0004131086],"genre_scores_gemma":[0.997693,0.0005261808,0.001441611,0.00006714061,0.00009006212,0.00001643425,0.000006137423,0.00002603823,0.0001333843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6289617,"threshold_uncertainty_score":0.4686784,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2753271743","doi":"10.1007/s13167-017-0111-9","title":"Progressive changes in hippocampal cytoarchitecture in a neurodevelopmental rat model of epilepsy: implications for understanding presymptomatic epileptogenesis, predictive diagnosis, and targeted treatments","year":2017,"lang":"en","type":"article","venue":"The EPMA Journal","topic":"Neuroscience and Neuropharmacology Research","field":"Neuroscience","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Prince Edward Island","funders":"Natural Sciences and Engineering Research Council of Canada; Atlantic Canada Opportunities Agency","keywords":"Epileptogenesis; NeuN; Epilepsy; Hippocampal formation; Astrogliosis; Medicine; Glial fibrillary acidic protein; Gliosis; Kindling; Neuroscience; Hippocampus; Population; Pathology; Internal medicine; Biology; Central nervous system; Immunohistochemistry; Psychiatry","authors":[{"name":"Paul B. Bernard","is_ca":true},{"name":"Leslie A. Ramsay","is_ca":true},{"name":"Debra S. MacDonald","is_ca":true},{"name":"R. Andrew Tasker","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1387671134989877,"gpt":0.3748723870318598,"spread":0.2361052735328721,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004193067,0.0001663834,0.0002380886,0.0002549138,0.0009314406,0.0001277238,0.0006805754,0.0000481923,0.000007246029],"category_scores_gemma":[0.0006926816,0.0001144742,0.0000460243,0.0001816012,0.0006370491,0.0002591157,0.0002062383,0.0003397902,5.06111e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000112576,"about_ca_system_score_gemma":0.0001606706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000230849,"about_ca_topic_score_gemma":0.0000146079,"domain_scores_codex":[0.9983839,0.0002997818,0.0002816091,0.0003547721,0.0002295217,0.0004504127],"domain_scores_gemma":[0.9986776,0.0006133444,0.000322901,0.0002443539,0.00002979299,0.0001120455],"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":[0.000476125,0.0003154055,0.1634527,0.00003288113,0.00001211368,0.00005508741,0.001918914,0.0008641118,0.8298662,0.0002379746,0.00007927408,0.002689163],"study_design_scores_gemma":[0.004423536,0.0009954792,0.3201036,0.0001923875,0.00005411877,0.0005128325,0.0002620569,0.02768953,0.6217793,0.02370684,0.000007226699,0.0002731755],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994091,0.000105688,0.000227267,0.004111525,0.0001435227,0.00122053,0.00006909687,0.000009514762,0.00002184567],"genre_scores_gemma":[0.9984878,0.0006960377,0.00008006494,0.0002095988,0.00003588702,0.0004484369,5.075415e-7,0.00001848938,0.00002319339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.208087,"threshold_uncertainty_score":0.7163982,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403952995","doi":"10.1007/s13167-024-00381-5","title":"3PM-guided innovation in treatments of severe alcohol-associated hepatitis utilizing fecal microbiota transplantation","year":2024,"lang":"en","type":"article","venue":"The EPMA Journal","topic":"Alcohol Consumption and Health Effects","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Internal medicine; Transplantation; Liver transplantation; Liver disease; Intensive care unit; Alcoholic hepatitis; Propensity score matching; Hepatitis; Alcoholic liver disease; Cirrhosis","authors":[{"name":"Ľubomír Skladaný","is_ca":false},{"name":"Natália Kubánek","is_ca":false},{"name":"Světlana Adamcová Selčanová","is_ca":false},{"name":"Daniela Žilinčanová","is_ca":false},{"name":"Daniel Ján Havaj","is_ca":false},{"name":"Karolína Šulejová","is_ca":false},{"name":"Katarína Šoltýs","is_ca":false},{"name":"Lucia Messingerová","is_ca":false},{"name":"Michal Lichvár","is_ca":false},{"name":"Lukáš Lafférs","is_ca":false},{"name":"Michal Žilinčan","is_ca":false},{"name":"Eva Honsová","is_ca":false},{"name":"Péter Lipták","is_ca":false},{"name":"Peter Bánovčin","is_ca":false},{"name":"Jan Bureš","is_ca":false},{"name":"T. Köller","is_ca":false},{"name":"Olga Golubnitschaja","is_ca":false},{"name":"Juan Pablo Arab","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1135707069981031,"gpt":0.3979755473292115,"spread":0.2844048403311085,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008001699,0.00009947614,0.0002012078,0.000293612,0.00009455244,0.00002869298,0.00005118534,0.00008658599,0.0002055373],"category_scores_gemma":[0.00008677851,0.00006829984,0.00006331629,0.0005614475,0.00003505613,0.00009769601,0.000006271228,0.00037914,0.00003420785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002547057,"about_ca_system_score_gemma":0.0002100742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001284487,"about_ca_topic_score_gemma":0.00006359004,"domain_scores_codex":[0.9988567,0.0001443369,0.0005133128,0.0001045827,0.0001995236,0.0001815749],"domain_scores_gemma":[0.9994912,0.0001296577,0.000138699,0.00008158399,0.0001119548,0.00004691308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001548748,0.0008347514,0.5060294,0.002076677,0.001198987,0.00165834,0.01714435,0.000103142,0.3718457,0.003403348,0.01402767,0.08012894],"study_design_scores_gemma":[0.004163289,0.0002601254,0.9843463,0.002166587,0.0002560506,0.002516813,0.0001228036,0.001046906,0.004078795,0.0003710078,0.000558946,0.0001123473],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955068,0.0006212266,0.0000992459,0.002211703,0.000345182,0.0002889925,0.00001590273,0.00002778595,0.0008832016],"genre_scores_gemma":[0.9978854,0.0010216,0.0001187603,0.0004336751,0.00008681119,0.00000527909,0.00004905347,0.00001478639,0.0003846061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.478317,"threshold_uncertainty_score":0.2785186,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}