{"meta":{"query_hash":"3defdad4eaea","filters":{"venue":"Hepatoma Research"},"cohort_total":4,"direct_labels_cover":0,"predictions_cover":4,"exported":4,"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/3defdad4eaea","api":"https://metacan.xera.ac/api/v1/cohort?venue=Hepatoma+Research"},"results":[{"id":"W2325806835","doi":"10.4103/2394-5079.155692","title":"Aqueous extract of Corchorus olitorius decreases cytotoxicity of aflatoxin B<sub>1</sub>and fumonisin B<sub>1</sub>in H4IIE-luc cells","year":2015,"lang":"en","type":"article","venue":"Hepatoma Research","topic":"Phytochemical and Pharmacological Studies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"Nanjing University; State Administration of Foreign Experts Affairs; National Research Foundation; State Key Laboratory in Marine Pollution; City University of Hong Kong","keywords":"Corchorus olitorius; Aflatoxin; Fumonisin B1; Cytotoxicity; Medicine; Mycotoxin; Toxicology; Biotechnology; Horticulture; Biology; Biochemistry; In vitro","score_opus":0.1270412580115838,"score_gpt":0.38613152914368437,"score_spread":0.2590902711321006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2325806835","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":[0.99100524,0.0062300297,0.000008377119,0.00027345913,0.000115696654,0.0009945923,0.00007208753,0.00005078874,0.001249706],"genre_scores_gemma":[0.9957322,0.0036712643,0.00010748439,0.000069413996,0.0002474418,0.00010468372,0.000010765383,0.000033761586,0.000023025375],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99572045,0.0004938579,0.0007678981,0.00060264097,0.0014654226,0.0009497056],"domain_scores_gemma":[0.9964805,0.0013448036,0.00016107102,0.00040592454,0.00071256584,0.0008951254],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0017747249,0.00032125777,0.0009871327,0.0003065149,0.000106143496,0.000020866564,0.00028604857,0.00030046326,0.000030101426],"category_scores_gemma":[0.0015571491,0.00025551073,0.00017193722,0.0009417462,0.0009718326,0.00009836396,0.00044673166,0.0009856515,0.000049537884],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020931053,0.001187715,0.038744915,0.00040277853,0.00008681434,0.0004765341,0.00021601803,0.0000018936191,0.9383674,0.000041373634,0.0018970266,0.016484369],"study_design_scores_gemma":[0.0024420116,0.001029591,0.041248076,0.00029789886,0.000044421933,0.00005641416,0.00014522816,0.00042429985,0.9524415,0.0012177099,0.0004316187,0.00022119941],"about_ca_topic_score_codex":0.00041461413,"about_ca_topic_score_gemma":0.00007290816,"teacher_disagreement_score":0.01626317,"about_ca_system_score_codex":0.00026643972,"about_ca_system_score_gemma":0.00037255278,"threshold_uncertainty_score":0.9999897},"labels":[],"label_agreement":null},{"id":"W3212876492","doi":"10.20517/2394-5079.2021.98","title":"A review of current adjuvant and neoadjuvant systemic treatments for cholangiocarcinoma and gallbladder carcinoma","year":2021,"lang":"en","type":"review","venue":"Hepatoma Research","topic":"Cholangiocarcinoma and Gallbladder Cancer Studies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Internal medicine; Adjuvant; Gallbladder; Oncology; Systemic therapy; Neoadjuvant therapy; Carcinoma; Gastroenterology; General surgery; Cancer; Breast cancer","score_opus":0.2788104773248033,"score_gpt":0.4970187188290308,"score_spread":0.21820824150422752,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3212876492","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":[0.00094396796,0.991923,0.000003892997,0.00016345832,0.0002126637,0.0061087655,0.00037867457,0.00003571509,0.00022987135],"genre_scores_gemma":[0.0010081371,0.9953752,0.00009716119,0.00007535906,0.00034740698,0.0021160552,0.00048705505,0.00013929655,0.00035433882],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99497396,0.0006000465,0.0012761047,0.0012958344,0.0009256704,0.0009283628],"domain_scores_gemma":[0.9961492,0.00076202827,0.0003654416,0.0010426608,0.0010796823,0.0006010004],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001352386,0.0007571652,0.004925011,0.0006575947,0.00023326736,0.000058621477,0.0002478568,0.00031838703,0.00005533432],"category_scores_gemma":[0.0006273019,0.0005612974,0.0009125105,0.0008102958,0.00038000493,0.00007783383,0.00058890705,0.0008599465,0.000011401807],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003779237,0.0001297915,0.002672304,0.3811999,0.00075340125,0.00015872765,0.00012723648,6.35768e-10,0.000002248791,0.00006992147,0.0072570164,0.6075916],"study_design_scores_gemma":[0.001604997,0.0006497539,0.0013922107,0.36386663,0.004196377,0.0019033703,0.000105455685,0.000007041447,0.0000052908863,0.0000099448125,0.6258704,0.00038850532],"about_ca_topic_score_codex":0.000108440894,"about_ca_topic_score_gemma":0.000013390738,"teacher_disagreement_score":0.6186134,"about_ca_system_score_codex":0.00040039085,"about_ca_system_score_gemma":0.001676911,"threshold_uncertainty_score":0.99968386},"labels":[],"label_agreement":null},{"id":"W4295115626","doi":"10.20517/2394-5079.2021.130","title":"Epidemiology of cholangiocarcinoma","year":2022,"lang":"en","type":"article","venue":"Hepatoma Research","topic":"Cholangiocarcinoma and Gallbladder Cancer Studies","field":"Medicine","cited_by":28,"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":"Associazione Italiana per la Ricerca sul Cancro","keywords":"Latin Americans; China; Medicine; Epidemiology; Demography; Mortality rate; Geography; Political science; Surgery","score_opus":0.2976080664312737,"score_gpt":0.4619272222545868,"score_spread":0.16431915582331313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4295115626","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":[0.9684601,0.013934936,0.000007866122,0.0038354406,0.00013550212,0.0004008463,0.000024453188,0.000041213927,0.01315966],"genre_scores_gemma":[0.99709344,0.000111470275,0.00021819721,0.0003429418,0.0001381459,0.00021775217,0.000024794936,0.00002206568,0.001831213],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99749935,0.0006159095,0.0003296708,0.00033246595,0.00067598565,0.00054662104],"domain_scores_gemma":[0.9984609,0.0005960315,0.00005694429,0.0004981793,0.00024351201,0.00014444315],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0025078407,0.00009964934,0.0004450535,0.00040511566,0.00033760315,0.0000013525173,0.00021093275,0.00004241,0.0011119718],"category_scores_gemma":[0.00048213545,0.00009049029,0.0001751851,0.00076447136,0.00027058728,0.000027995236,0.00057492027,0.00068781315,0.000046279878],"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":[0.00036577033,0.00015528385,0.97933424,0.00008351382,0.00008584711,0.0001505874,0.0004962337,0.0000016890182,0.00063535967,0.0026461422,0.013326129,0.002719211],"study_design_scores_gemma":[0.0010160663,0.0010385502,0.9726397,0.000015383486,0.000022388997,0.00024160446,0.0009791759,0.00019472094,0.0007028581,0.00087035156,0.022194427,0.00008479123],"about_ca_topic_score_codex":0.0005600934,"about_ca_topic_score_gemma":0.000018034369,"teacher_disagreement_score":0.028633337,"about_ca_system_score_codex":0.0002042903,"about_ca_system_score_gemma":0.00023325463,"threshold_uncertainty_score":0.99980116},"labels":[],"label_agreement":null},{"id":"W4393270323","doi":"10.20517/2394-5079.2023.62","title":"The role of percutaneous hepatic perfusion (PHP) in the treatment of cholangiocarcinoma","year":2024,"lang":"en","type":"article","venue":"Hepatoma Research","topic":"Cholangiocarcinoma and Gallbladder Cancer Studies","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":"Toronto General Hospital","funders":"Deutsche Forschungsgemeinschaft","keywords":"Medicine; Percutaneous; Perfusion; Internal medicine; Radiology; Gastroenterology; General surgery","score_opus":0.048382806070238676,"score_gpt":0.363547898898177,"score_spread":0.31516509282793836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393270323","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":[0.9082316,0.083027184,4.248728e-7,0.0019238769,0.00006686591,0.00064744795,0.00000943644,0.000017041139,0.0060761087],"genre_scores_gemma":[0.99100214,0.008277233,0.000016572021,0.000015576265,0.00012876301,0.00009306126,0.00000626984,0.00001948098,0.00044090953],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979839,0.00026385553,0.00029788743,0.0002494431,0.00082229555,0.00038263015],"domain_scores_gemma":[0.9982181,0.0010084591,0.000024327348,0.00052588613,0.00016875978,0.000054437434],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00080248236,0.0001302407,0.0002823192,0.0002425059,0.00017956064,0.000038419454,0.00021278817,0.000059955077,0.00004673343],"category_scores_gemma":[0.00008335324,0.00006305805,0.00018635351,0.0007374445,0.00032493199,0.00003120246,0.000058445752,0.00025819236,0.00002862864],"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":[0.00089964847,0.00087278703,0.63604504,0.00043924805,0.00024097892,0.0017053649,0.042161774,0.0000010097089,0.024529813,0.0024755683,0.0011127543,0.28951603],"study_design_scores_gemma":[0.0019639016,0.009415924,0.78842056,0.00095968513,0.0002714436,0.0018175712,0.036620468,0.010567509,0.024943683,0.002772589,0.12193624,0.00031042256],"about_ca_topic_score_codex":0.0018982526,"about_ca_topic_score_gemma":0.0007198199,"teacher_disagreement_score":0.2892056,"about_ca_system_score_codex":0.00020109821,"about_ca_system_score_gemma":0.00020799096,"threshold_uncertainty_score":0.28696027},"labels":[],"label_agreement":null}]}