{"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":"25f081d4c83d","filters":{"venue":"Hepatic Oncology"}},"results":[{"id":"W2008880186","doi":"10.2217/hep.13.10","title":"Systemic therapy for hepatocellular carcinoma","year":2013,"lang":"en","type":"review","venue":"Hepatic Oncology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Princess Margaret Cancer Centre","funders":"Pfizer","keywords":"Medicine; Hepatocellular carcinoma; Internal medicine; Systemic therapy; Oncology; Gastroenterology; Cancer; Breast cancer","authors":[{"name":"Mairéad G. McNamara","is_ca":true},{"name":"Jennifer J. Knox","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1870798487445122,"gpt":0.3603502129475151,"spread":0.173270364203003,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003464308,0.0006831422,0.001071655,0.002412632,0.0003037789,0.0006304426,0.0005105895,0.0006884086,0.005102267],"category_scores_gemma":[0.0004878218,0.0001692067,0.0005816654,0.001707235,0.000420358,0.0007972114,0.0006279498,0.001404143,0.003147447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004217381,"about_ca_system_score_gemma":0.0005842074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009617191,"about_ca_topic_score_gemma":0.002097597,"domain_scores_codex":[0.9998349,0.00003368361,0.00002477414,0.00002981369,0.00006389984,0.00001290589],"domain_scores_gemma":[0.9998081,0.00008798829,0.00003464014,0.000009879397,0.00004410402,0.00001522023],"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":[0.0000413965,0.00005825622,0.0001902102,0.01391808,0.00009213945,0.0001880613,0.00005254075,0.0001571578,0.001538402,0.001812314,0.03761009,0.9443412],"study_design_scores_gemma":[0.00001753672,0.0000781346,0.0008641914,0.00347409,0.00009804818,0.002319481,0.00004075023,0.00005717704,0.0005829839,0.001139629,0.9913142,0.00001376179],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001257522,0.9979954,0.0001160073,0.0001809176,0.0001569486,0.000005752247,0.00002077284,0.00000718305,0.00139139],"genre_scores_gemma":[0.00110815,0.9973837,0.0001605056,0.0002351162,0.0001559021,0.000007315739,0.00004712272,0.00000211931,0.0009000793],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005102267,"threshold_uncertainty_score":0.0170688,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392810821","doi":"10.2217/hep-2023-0004","title":"Treatment Journey of Patients with Hepatocellular Carcinoma Using Real-World Data in British Columbia, Canada","year":2023,"lang":"en","type":"article","venue":"Hepatic Oncology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of British Columbia; BC Cancer Agency; Provincial Health Services Authority; Vancouver General Hospital; Sunnybrook Health Science Centre","funders":"Astellas Pharma; Eisai; Ipsen; AstraZeneca Canada; Sunnybrook Research Institute; Incyte; Boston Scientific Corporation; BC Cancer Agency; AstraZeneca; Eisai Canada; Sirtex Medical; Amgen","keywords":"Medicine; Hepatocellular carcinoma; Psychological intervention; Liver cancer; Cancer; Liver disease; Disease; Liver transplantation; Intensive care medicine; Internal medicine; Family medicine; Transplantation; Nursing","authors":[{"name":"Soo Jin Seung","is_ca":true},{"name":"Hasnain Saherawala","is_ca":true},{"name":"Brandon Zagorski","is_ca":false},{"name":"Carman Tong","is_ca":true},{"name":"Howard J. Lim","is_ca":true},{"name":"Peter Kim","is_ca":true},{"name":"Vladimir Marquez","is_ca":true},{"name":"Sharlene Gill","is_ca":true},{"name":"David Liu","is_ca":true},{"name":"Janine M. Davies","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09681929534539627,"gpt":0.2947598421191212,"spread":0.1979405467737249,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008180053,0.0003025306,0.0004780981,0.001824125,0.001616513,0.001785335,0.0009212028,0.0003981343,0.001875908],"category_scores_gemma":[0.005179354,0.0003001338,0.0004480388,0.007684262,0.0005072347,0.0005814537,0.001024807,0.0008980493,0.0002865324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03027283,"about_ca_system_score_gemma":0.02937201,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9934645,"about_ca_topic_score_gemma":0.9951645,"domain_scores_codex":[0.9989077,0.0001570308,0.0001408981,0.0001574882,0.0002924216,0.000344458],"domain_scores_gemma":[0.9959268,0.0004483604,0.001021231,0.000155913,0.001772992,0.0006746766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008077695,0.00002905417,0.988734,0.000103838,0.00009330546,0.000106204,0.0005978925,0.0006475589,0.00006971847,0.0001685991,0.003307803,0.006061314],"study_design_scores_gemma":[0.00001181207,0.00001937737,0.9915571,0.0001719196,0.00005393388,0.0001512417,0.003090613,0.00188871,0.00007783361,0.00009928571,0.002849545,0.00002853789],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9650087,0.002143101,0.0003868052,0.001791472,0.00002202883,0.00007430981,0.02727485,0.00002672512,0.003272011],"genre_scores_gemma":[0.9905241,0.001045933,0.0004618271,0.0002679684,0.000006903213,0.00002793429,0.007098073,0.000009551313,0.0005576383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03027283,"threshold_uncertainty_score":0.2196458,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2088331570","doi":"10.2217/hep.14.27","title":"Our Experts Highlight the Most Important Research Articles Across the Spectrum of Topics Relevant to the Field of Hepatic Oncology","year":2014,"lang":"en","type":"article","venue":"Hepatic Oncology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","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":"Foothills Medical Centre","funders":"","keywords":"Medicine; Foothills; Colorectal cancer; Randomized controlled trial; General surgery; Library science; Surgery; Internal medicine; Cancer; Cartography; Geography","authors":[{"name":"Alexsander K. Bressan","is_ca":true},{"name":"Chad G. Ball","is_ca":true},{"name":"Elijah Dixon","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09483923453300812,"gpt":0.3961293320535141,"spread":0.301290097520506,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03570973,0.001198666,0.004009979,0.0021849,0.001168612,0.00420841,0.001976955,0.01438332,0.009823528],"category_scores_gemma":[0.130484,0.0007050342,0.003737723,0.002462685,0.001175982,0.003637024,0.001808881,0.006780844,0.003256538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002051334,"about_ca_system_score_gemma":0.002719893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005618995,"about_ca_topic_score_gemma":0.001475118,"domain_scores_codex":[0.9861193,0.005326231,0.004539848,0.0008779349,0.002494549,0.0006422114],"domain_scores_gemma":[0.7900583,0.1521902,0.01899819,0.00345584,0.03033542,0.004962085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005771587,0.0004023883,0.002691296,0.02208387,0.002817268,0.0007196654,0.0002009419,0.0002310649,0.0021128,0.001337497,0.7114027,0.2502291],"study_design_scores_gemma":[0.009458891,0.001920504,0.006131829,0.02355242,0.007665656,0.001081394,0.0004365229,0.0007422711,0.00343199,0.00594635,0.9394466,0.0001855191],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.003093,0.2096022,0.002087863,0.6378433,0.1417861,0.001036431,0.0008146269,0.00009743455,0.003639163],"genre_scores_gemma":[0.01670272,0.1042324,0.009631798,0.4691143,0.3932235,0.001797733,0.0005857157,0.0001337259,0.004578124],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.03570973,"threshold_uncertainty_score":0.1888533,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}