{"meta":{"query_hash":"3b0c471f84fb","filters":{"venue":"Gastroenterology Hepatology & Digestive Disorders"},"cohort_total":2,"direct_labels_cover":0,"predictions_cover":2,"exported":2,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/3b0c471f84fb","api":"https://metacan.xera.ac/api/v1/cohort?venue=Gastroenterology+Hepatology+%26+Digestive+Disorders"},"results":[{"id":"W2912544343","doi":"10.33425/2639-9334.1010","title":"A Systematic Review of the Histopathology and Immunochemistry in Duodenal Gangliocytic Paragangliomas with Lymph Node Metastases to Identify Predictors of Malignancy","year":2018,"lang":"en","type":"review","venue":"Gastroenterology Hepatology & Digestive Disorders","topic":"Adrenal and Paraganglionic Tumors","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Malignancy; Histopathology; Medicine; Lymph node; Lymph node metastasis; Immunochemistry; Radiology; Pathology; Internal medicine; Metastasis; Cancer; Antibody","score_opus":0.010221906659775789,"score_gpt":0.28966121299804737,"score_spread":0.2794393063382716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2912544343","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14232245,0.85458666,0.000036840163,0.00019918566,0.00017912057,0.0024435706,0.00016681531,0.00001944058,0.000045929737],"genre_scores_gemma":[0.04612203,0.9519632,0.00010710081,0.00069035694,0.00002996325,0.00079786853,0.00014640523,0.00008491822,0.000058173235],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.995061,0.0011429954,0.0019781233,0.0008256201,0.00031458153,0.0006777216],"domain_scores_gemma":[0.99661624,0.00033730912,0.0016770932,0.00096400554,0.000237649,0.00016770199],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00060075585,0.0007483534,0.0056227027,0.00051418995,0.000059732865,0.000003722194,0.0005571289,0.00036774628,0.000028226243],"category_scores_gemma":[0.0008683663,0.00046162348,0.00062358263,0.0006635084,0.0017001475,0.000043409716,0.0003149399,0.00049331074,0.000008043646],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006108815,0.0003746483,0.11233563,0.8834431,0.001171058,0.0015062054,0.00020853708,8.062688e-7,0.0000042466686,0.00002771885,0.00014515573,0.00017199665],"study_design_scores_gemma":[0.00251378,0.0015765537,0.028428601,0.91318214,0.014831261,0.038423456,0.00012402493,0.000002339502,0.000026208232,0.00003174432,0.0004365486,0.00042336583],"about_ca_topic_score_codex":0.00006190033,"about_ca_topic_score_gemma":0.00006806483,"teacher_disagreement_score":0.09737654,"about_ca_system_score_codex":0.00016724794,"about_ca_system_score_gemma":0.00051856204,"threshold_uncertainty_score":0.9997836},"labels":[],"label_agreement":null},{"id":"W7083466515","doi":"10.33425/2639-9334.1094","title":"Evidence-based use of Probiotics in Children","year":2025,"lang":"en","type":"article","venue":"Gastroenterology Hepatology & Digestive Disorders","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Lactobacillus reuteri; Probiotic; Microbiome; Dysbiosis; Bifidobacterium; Genetic predisposition; Gut flora","score_opus":0.017591305206674502,"score_gpt":0.23427269448073765,"score_spread":0.21668138927406314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7083466515","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90836126,0.00017437985,0.075684495,0.015009538,0.00016044242,0.0003395141,0.0000044907433,0.00006462216,0.00020124679],"genre_scores_gemma":[0.9941574,0.00006590479,0.003968143,0.0016877612,0.0000036023393,0.000037562826,0.000010266942,0.00000251825,0.00006689287],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981055,0.00030239407,0.00041384218,0.0005661833,0.00008497057,0.00052705494],"domain_scores_gemma":[0.998787,0.00034700223,0.00017517766,0.0005224672,0.00012257819,0.00004578239],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022137616,0.0002128792,0.00040418282,0.0002974806,0.000057993268,0.000015927179,0.0007627873,0.00018915848,0.000009840878],"category_scores_gemma":[0.00062111794,0.0002145147,0.00010065139,0.00038138116,0.00048976124,0.00026269365,0.00030128524,0.00029099965,0.00000370134],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013125852,0.00019329706,0.99273646,0.000022975839,0.000048627488,0.000005650373,0.000048573405,0.002368274,0.00016400855,0.0030667125,0.00027820462,0.0009359342],"study_design_scores_gemma":[0.0008160096,0.00032851376,0.98578227,0.0001290681,0.000018134322,0.00001333279,0.0000108991,0.00941183,0.00072270515,0.0024646353,0.00020065205,0.00010193526],"about_ca_topic_score_codex":0.00013192624,"about_ca_topic_score_gemma":0.00020730146,"teacher_disagreement_score":0.08579607,"about_ca_system_score_codex":0.000038849827,"about_ca_system_score_gemma":0.00014516174,"threshold_uncertainty_score":0.8747655},"labels":[],"label_agreement":null}]}