{"meta":{"query_hash":"8382146c0d5b","filters":{"venue":"EMJ Hepatology"},"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/8382146c0d5b","api":"https://metacan.xera.ac/api/v1/cohort?venue=EMJ+Hepatology"},"results":[{"id":"W4304687887","doi":"10.33590/emjhepatol/10154221","title":"Recent Findings in the Gut-Liver Axis and Associated Disease Therapy","year":2022,"lang":"en","type":"article","venue":"EMJ Hepatology","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Norgine; Dr. Falk Pharma; Akebia Therapeutics; Grifols; Intercept Pharmaceuticals; Mallinckrodt Pharmaceuticals","keywords":"Liver disease; Medicine; Gut microbiome; Hepatology; Gut flora; Cirrhosis; Physiology; Internal medicine; Immunology","score_opus":0.03149145408801744,"score_gpt":0.2794732537853245,"score_spread":0.24798179969730705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4304687887","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007464938,0.97384566,0.00040998627,0.016472831,0.005299063,0.000007879189,0.000039116218,0.000022230604,0.0031566697],"genre_scores_gemma":[0.0074585048,0.96220756,0.00090330647,0.009689406,0.017439917,0.000030251973,0.00010855997,0.00001113272,0.0021513724],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993118,0.000223481,0.00008599632,0.000116860894,0.00017331276,0.00008854414],"domain_scores_gemma":[0.9975924,0.0011960128,0.00018850174,0.000120480945,0.00050883193,0.0003937551],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029198285,0.0007102384,0.00103134,0.0012259411,0.00042007476,0.0026016259,0.0007562826,0.0023318212,0.004775186],"category_scores_gemma":[0.0034588117,0.0002378733,0.0006379724,0.0015834679,0.0013268605,0.0027594876,0.0012436825,0.004439683,0.0016495349],"study_design_candidate":"not_applicable","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":[0.00086587353,0.00044862513,0.0009843926,0.0065002856,0.00020708576,0.0007825493,0.00019147042,0.00054062036,0.003104733,0.024153564,0.14415047,0.8180703],"study_design_scores_gemma":[0.00012832052,0.000741234,0.0016448548,0.0027502272,0.00017088848,0.0013126412,0.00019671788,0.0002756082,0.0010157095,0.0125018135,0.9792286,0.00003341757],"about_ca_topic_score_codex":0.00043235385,"about_ca_topic_score_gemma":0.0011451413,"teacher_disagreement_score":0.004775186,"about_ca_system_score_codex":0.0010798805,"about_ca_system_score_gemma":0.0012213588,"threshold_uncertainty_score":0.01597464},"labels":[],"label_agreement":null},{"id":"W4318000908","doi":"10.33590/emjhepatol/10166227","title":"Holistic Patient Care in Primary Biliary Cholangitis: Managing Both the Disease and the Symptoms","year":2022,"lang":"en","type":"article","venue":"EMJ Hepatology","topic":"Liver Diseases and Immunity","field":"Medicine","cited_by":1,"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":"Ipsen; Intercept Pharmaceuticals; National Institute for Health and Care Excellence; GlaxoSmithKline","keywords":"Medicine; Newcastle upon tyne; Ursodeoxycholic acid; Primary biliary cirrhosis; Internal medicine; Quality of life (healthcare); Liver disease; Disease; Gastroenterology; Nursing","score_opus":0.008852898946731356,"score_gpt":0.23434555024940817,"score_spread":0.22549265130267682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318000908","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.020343771,0.17108305,0.0035786552,0.7530622,0.021890426,0.00019153587,0.000039259052,0.00014263266,0.029668482],"genre_scores_gemma":[0.29528373,0.27236572,0.017874239,0.365416,0.034895245,0.00059239625,0.00012711131,0.00010666656,0.013338897],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961934,0.002484698,0.00020627257,0.00014386214,0.0004940918,0.0004775534],"domain_scores_gemma":[0.9963977,0.0010980183,0.0002901003,0.000064068496,0.00041312093,0.0017371094],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0043358495,0.00057882257,0.0009783132,0.0004817765,0.002700371,0.002786584,0.0011028822,0.006347087,0.0029751938],"category_scores_gemma":[0.0076102507,0.00032011847,0.00060340884,0.00060774916,0.0025816592,0.0038905516,0.007320263,0.011350867,0.00050853594],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033134478,0.0006483708,0.0066241533,0.0056284526,0.0001770226,0.008565195,0.039572306,0.00083831465,0.0012154876,0.018687202,0.47706512,0.44064698],"study_design_scores_gemma":[0.00039950476,0.0020394658,0.0144808935,0.012964487,0.000155357,0.020091504,0.0431798,0.0009332298,0.0004231616,0.03321263,0.87188464,0.00023531118],"about_ca_topic_score_codex":0.0016558132,"about_ca_topic_score_gemma":0.0058381585,"teacher_disagreement_score":0.006347087,"about_ca_system_score_codex":0.0026607255,"about_ca_system_score_gemma":0.005839263,"threshold_uncertainty_score":0.022930443},"labels":[],"label_agreement":null},{"id":"W4320068904","doi":"10.33590/emjhepatol/10082046","title":"Management of Severe, Steroid-Resistant and Steroid-Refractory Hepatotoxicity in Patients Treated with Checkpoint Inhibitor Immunotherapy","year":2022,"lang":"en","type":"article","venue":"EMJ Hepatology","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network; Toronto Liver Centre","funders":"","keywords":"Steroid; Refractory (planetary science); Medicine; Immunotherapy; Steroid use; Pharmacology; Internal medicine; Biology; Cancer; Hormone","score_opus":0.008923985138340317,"score_gpt":0.23364553427232645,"score_spread":0.22472154913398615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320068904","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9602901,0.025514508,0.0016766059,0.0036444392,0.00017648037,0.00011806046,0.0001006354,0.000060266495,0.008418834],"genre_scores_gemma":[0.9951035,0.002945596,0.00049747055,0.0007765279,0.00021313419,0.000020229749,0.00010723952,0.000005336295,0.00033086797],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9997992,0.00006209362,0.000040694424,0.000014635916,0.00003820861,0.000045184275],"domain_scores_gemma":[0.999711,0.000059015852,0.000092251765,0.00001172191,0.000028174107,0.00009786707],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031623364,0.00024145943,0.000618253,0.0003319612,0.0004922776,0.00060642295,0.0001602783,0.00031163145,0.00043288185],"category_scores_gemma":[0.0010053489,0.0001059077,0.0004195865,0.00032447267,0.00017580138,0.000303278,0.0003111007,0.0006971881,0.00009248452],"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":[0.008948976,0.00075591606,0.60209477,0.00069377513,0.0007168116,0.027479699,0.0006501537,0.0024496145,0.013153782,0.0006574989,0.0065159914,0.33588296],"study_design_scores_gemma":[0.0011727711,0.008782112,0.8801054,0.00081806426,0.0007119585,0.072573155,0.0015246839,0.005297183,0.0054273577,0.0025417786,0.020982081,0.00006351287],"about_ca_topic_score_codex":0.00046009885,"about_ca_topic_score_gemma":0.0013091249,"teacher_disagreement_score":0.000618253,"about_ca_system_score_codex":0.00036975156,"about_ca_system_score_gemma":0.0005130989,"threshold_uncertainty_score":0.002682805},"labels":[],"label_agreement":null},{"id":"W4361274844","doi":"10.33590/emjhepatol/10305703","title":"Management of Clinically Significant Itch in Cholestatic Liver Disease","year":2023,"lang":"en","type":"article","venue":"EMJ Hepatology","topic":"Liver Diseases and Immunity","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 Liver Centre; University of Toronto","funders":"","keywords":"Medicine; Primary sclerosing cholangitis; Cholestasis; Progressive familial intrahepatic cholestasis; Liver transplantation; Quality of life (healthcare); Internal medicine; Gastroenterology; Disease; Liver disease; Transplantation","score_opus":0.04149887984380852,"score_gpt":0.33581170420148204,"score_spread":0.29431282435767353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4361274844","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32993025,0.31843317,0.03985225,0.12695241,0.0093883155,0.0012562474,0.00037384967,0.0011126816,0.17270075],"genre_scores_gemma":[0.8797534,0.06804038,0.013329734,0.023885494,0.00658471,0.00024431624,0.0003464991,0.00006939684,0.007746149],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99956685,0.00015245467,0.00006391074,0.00003215611,0.000089753834,0.00009498844],"domain_scores_gemma":[0.9995161,0.00011960814,0.00008904337,0.000019356661,0.00010119105,0.00015470148],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007164,0.0003066033,0.0006206234,0.0005979745,0.0007600087,0.000583045,0.00038680536,0.00094600156,0.001750735],"category_scores_gemma":[0.0023831925,0.000100365796,0.0003758427,0.0003009599,0.00042751935,0.000690864,0.0009710172,0.0018274803,0.0005081493],"study_design_candidate":"not_applicable","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":[0.0010415355,0.00078204164,0.059573084,0.0024657024,0.00014854426,0.11946011,0.0017996866,0.0016777627,0.009710559,0.0057740267,0.118580066,0.67898685],"study_design_scores_gemma":[0.0007943334,0.0035281407,0.13030647,0.009561837,0.00022564731,0.41041794,0.005119242,0.005381019,0.006463344,0.02064196,0.40734988,0.0002101223],"about_ca_topic_score_codex":0.0007279644,"about_ca_topic_score_gemma":0.0017411056,"teacher_disagreement_score":0.001750735,"about_ca_system_score_codex":0.00052633433,"about_ca_system_score_gemma":0.0005077029,"threshold_uncertainty_score":0.005856812},"labels":[],"label_agreement":null}]}