{"meta":{"query_hash":"ae8ab3cc7787","filters":{"venue":"Amsterdam UMC (VU Amsterdam) - Institutional Repository"},"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/ae8ab3cc7787","api":"https://metacan.xera.ac/api/v1/cohort?venue=Amsterdam+UMC+%28VU+Amsterdam%29+-+Institutional+Repository"},"results":[{"id":"W3205614966","doi":"10.1016/j.media.2021.102257","title":"Degenerative adversarial neuroimage nets for brain scan simulations: Application in ageing and dementia","year":2022,"lang":"en","type":"article","venue":"Amsterdam UMC (VU Amsterdam) - Institutional Repository","topic":"Advanced Neuroimaging Techniques and Applications","field":"Medicine","cited_by":50,"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":"Engineering and Physical Sciences Research Council; Canadian Institutes of Health Research; National Institutes of Health; Genentech; IXICO; H. Lundbeck A/S; Servier; Eisai; National Institute on Aging; National Institute for Health and Care Research; Northern California Institute for Research and Education; BioClinica; Biogen; Pfizer; Novartis Pharmaceuticals Corporation; Nvidia; University of Southern California; UK Research and Innovation; U.S. Department of Defense; Eli Lilly and Company; Bristol-Myers Squibb; University College London Hospitals NHS Foundation Trust; European Commission; Meso Scale Diagnostics; Alzheimer's Association","keywords":"Computer science; Artificial intelligence; Benchmark (surveying); Neuroimaging; Machine learning; Set (abstract data type); Deep learning; Categorization; Psychology; Neuroscience","score_opus":0.03671884635202357,"score_gpt":0.32375161572273836,"score_spread":0.2870327693707148,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3205614966","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20147912,0.0015026414,0.7875855,0.0015927462,0.00019926966,0.00014594682,0.00048572582,0.002017187,0.004991852],"genre_scores_gemma":[0.8797214,0.00042972004,0.11581834,0.0004981826,0.000053423977,0.00010040793,0.00038730408,0.00017072457,0.0028206345],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997383,0.000116938085,0.000013150969,0.000050099607,0.000053736218,0.000027857413],"domain_scores_gemma":[0.998898,0.00074696715,0.000085905645,0.00008597514,0.00011135054,0.000071777606],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013974281,0.0008257527,0.00050616916,0.00046550698,0.00023835825,0.00056666933,0.0009872735,0.0012053933,0.0014104324],"category_scores_gemma":[0.0041068797,0.0003695579,0.0006200741,0.00026852175,0.0007327687,0.0004739745,0.0010760122,0.0012135995,0.00022447779],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006740142,0.000021064812,0.00064247876,0.00003091529,0.00002718165,0.00009166164,0.000028629625,0.9841929,0.0011813478,0.0012026223,0.00048787124,0.012025856],"study_design_scores_gemma":[0.0000037027892,0.000013716054,0.00011066897,0.0000048947722,0.0000029632145,0.000024791887,0.000004088764,0.9978459,0.0006779829,0.0011438106,0.00016467282,0.0000028743423],"about_ca_topic_score_codex":0.006409573,"about_ca_topic_score_gemma":0.006333371,"teacher_disagreement_score":0.006409573,"about_ca_system_score_codex":0.000976269,"about_ca_system_score_gemma":0.00067231245,"threshold_uncertainty_score":0.012744546},"labels":[],"label_agreement":null},{"id":"W6910665772","doi":"10.3945/ajcn116.145375","title":"Follow-up of a randomized trial on postdischarge nutrition in preterm-born children at age 8 y","year":2017,"lang":"en","type":"article","venue":"Amsterdam UMC (VU Amsterdam) - Institutional Repository","topic":"Infant Nutrition and Health","field":"Nursing","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":"Pediatric Oncology Group","funders":"","keywords":"Randomized controlled trial; Supine position; Confounding; Lean body mass; Bone mineral; Anthropometry; Blood pressure; Body mass index","score_opus":0.01961282523251315,"score_gpt":0.2929465425815719,"score_spread":0.2733337173490587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6910665772","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":[0.9868678,0.0053304983,0.0003603438,0.00065715954,0.0010988907,0.0036588998,0.0009847101,0.00006684214,0.000974968],"genre_scores_gemma":[0.9856269,0.0020243255,0.00090818247,0.00071669597,0.00044609018,0.007884796,0.00088346715,0.000011650776,0.0014978453],"study_design_codex":"randomized_trial","study_design_gemma":"observational","domain_scores_codex":[0.9971495,0.0016630412,0.00030455933,0.0003439878,0.00019166192,0.00034730422],"domain_scores_gemma":[0.99640024,0.0012111729,0.0009823664,0.00036160767,0.00039085248,0.0006537341],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004163952,0.0012541972,0.0037637702,0.00050195114,0.0005806554,0.0009592737,0.0009931272,0.0027334474,0.004687514],"category_scores_gemma":[0.008128187,0.0006614856,0.0031677024,0.00046299928,0.00068217516,0.0009956635,0.0006613992,0.0024372046,0.00051628286],"study_design_candidate":"observational","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":[0.99129874,0.0021076107,0.00082317984,0.00036700844,0.000904601,0.000027802409,0.000027326538,0.00007062776,0.00029544736,0.000027579052,0.0002316292,0.0038184847],"study_design_scores_gemma":[0.93561226,0.057145502,0.004893478,0.000094683215,0.0013715154,0.000016008265,0.000026384967,0.00020361411,0.0002599232,0.000060925868,0.00030560532,0.000010070803],"about_ca_topic_score_codex":0.002341959,"about_ca_topic_score_gemma":0.0026766758,"teacher_disagreement_score":0.004687514,"about_ca_system_score_codex":0.0009137427,"about_ca_system_score_gemma":0.0015908881,"threshold_uncertainty_score":0.022021353},"labels":[],"label_agreement":null},{"id":"W6980637750","doi":"","title":"COLOR II - A randomized clinical trial comparing laparoscopic and open surgery for rectal cancer","year":2009,"lang":"en","type":"article","venue":"Amsterdam UMC (VU Amsterdam) - Institutional Repository","topic":"Phonetics and Phonology Research","field":"Psychology","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":"Randomized controlled trial; Colorectal cancer; Interim analysis; Laparoscopic surgery; Clinical endpoint; Clinical trial; Open surgery; Laparoscopy","score_opus":0.1289994086570702,"score_gpt":0.4402013780338931,"score_spread":0.3112019693768229,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980637750","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":[0.8940158,0.013814892,0.003816595,0.0058369436,0.0057253106,0.06003305,0.0052784113,0.0005931766,0.010885888],"genre_scores_gemma":[0.86313474,0.0052239746,0.013333247,0.008685763,0.00479212,0.08730687,0.0043756217,0.00009389283,0.013053766],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.996463,0.002462038,0.00023102066,0.00040371486,0.00025085045,0.00018937551],"domain_scores_gemma":[0.99462575,0.0023109918,0.0012692994,0.00032394324,0.0003644857,0.0011055501],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0061367513,0.002111199,0.00322074,0.0006730266,0.0006464244,0.0014721482,0.0010439259,0.0024561044,0.016750058],"category_scores_gemma":[0.009160862,0.00067339744,0.0016828432,0.00072295865,0.001784382,0.001672509,0.0008408181,0.0022763547,0.0013623579],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.98986113,0.0020946206,0.00032385363,0.00079806685,0.00037944794,0.000021520993,0.000022316082,0.0001273659,0.00045383145,0.00017211009,0.00083667843,0.004908984],"study_design_scores_gemma":[0.97382724,0.02434251,0.0005290558,0.000039751394,0.00025185954,0.000015078218,0.000010744546,0.00015678484,0.00007711978,0.00012881466,0.0006129612,0.000008055447],"about_ca_topic_score_codex":0.0009824637,"about_ca_topic_score_gemma":0.0016257006,"teacher_disagreement_score":0.016750058,"about_ca_system_score_codex":0.0010343002,"about_ca_system_score_gemma":0.0025373178,"threshold_uncertainty_score":0.056034565},"labels":[],"label_agreement":null},{"id":"W7073645848","doi":"","title":"Prevalence and Risk Factors of Early Endocrine Disorders in Childhood Brain Tumor Survivors : A Nationwide, Multicenter Study","year":2016,"lang":"en","type":"article","venue":"Amsterdam UMC (VU Amsterdam) - Institutional Repository","topic":"Nuclear Structure and Function","field":"Biochemistry, Genetics and Molecular Biology","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":"Pediatric Oncology Group","funders":"","keywords":"Endocrine system; Hypopituitarism; Logistic regression; Diabetes insipidus; Cohort study; Cohort; Growth hormone deficiency; Radiation therapy; Hormone","score_opus":0.004244489342712861,"score_gpt":0.21624955264360587,"score_spread":0.21200506330089303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073645848","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":[0.99926955,0.00012546813,0.000032690103,0.00002119509,0.0000015661813,0.0000066519074,0.0004302762,0.0000018856526,0.00011079241],"genre_scores_gemma":[0.99896204,0.00016989963,0.000084633924,0.000020382657,0.000005004173,0.000013467002,0.00070296036,0.00000135886,0.00004024183],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99956745,0.00009371609,0.0000554137,0.00011807449,0.00008204967,0.00008326391],"domain_scores_gemma":[0.9984793,0.00013147773,0.0009437048,0.00007287745,0.00014673907,0.00022598836],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000507481,0.00024697394,0.0003271592,0.0008528076,0.00034769782,0.00037008466,0.00035583327,0.00027650225,0.0006583827],"category_scores_gemma":[0.0015048303,0.00024567847,0.00034365285,0.0011591541,0.0002336265,0.00044747963,0.0004409109,0.00037872925,0.00008527361],"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":[0.000008017286,0.000007751605,0.9996444,0.0000023928153,0.000011009112,0.000023457096,0.000017700655,0.000009291199,0.00003372482,0.0000022485065,0.000025210325,0.00021458491],"study_design_scores_gemma":[0.0000014958002,0.000025132293,0.9995598,0.00000398338,0.000009294196,0.00018685953,0.00010655357,0.0000432115,0.000016364034,0.0000029439295,0.000043201406,0.000001042394],"about_ca_topic_score_codex":0.019953629,"about_ca_topic_score_gemma":0.023687052,"teacher_disagreement_score":0.019953629,"about_ca_system_score_codex":0.0004358337,"about_ca_system_score_gemma":0.00057736435,"threshold_uncertainty_score":0.039674997},"labels":[],"label_agreement":null}]}