{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"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":"1d677a5b2515","filters":{"venue":"Monographs in human genetics"}},"results":[{"id":"W2240868767","doi":"10.1159/000421508","title":"Modified Low-Density Lipoproteins: Diversity and Biological Relevance in Atherogenesis","year":2015,"lang":"en","type":"book-chapter","venue":"Monographs in human genetics","topic":"Cancer, Lipids, and Metabolism","field":"Biochemistry, Genetics and Molecular Biology","cited_by":31,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Diversity (politics); Relevance (law); Computational biology; Medicine; Biology; Political science; Sociology; Anthropology","authors":[{"name":"M E Haberland","is_ca":false},{"name":"Urs P. Steinbrecher","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04566240318639334,"gpt":0.2548959234667982,"spread":0.2092335202804048,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003143434,0.0004380238,0.0005333476,0.0002250171,0.0001765026,0.00001853054,0.000352144,0.000870642,0.00001462543],"category_scores_gemma":[0.00003487585,0.0004631452,0.0001692016,0.00006146551,0.0003813139,0.000003245569,0.001123614,0.0003244426,0.000002670832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004419871,"about_ca_system_score_gemma":0.00005133695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001358857,"about_ca_topic_score_gemma":0.001455256,"domain_scores_codex":[0.9981362,0.00005857111,0.0004117588,0.0008173162,0.0002152152,0.000360933],"domain_scores_gemma":[0.998937,0.00001371412,0.000175936,0.0006154834,0.0001062852,0.0001515654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004980688,0.002263302,0.4455143,0.001700113,0.002146636,0.00009368032,0.008429259,0.004402889,0.2513826,0.04923015,0.04681383,0.1830426],"study_design_scores_gemma":[0.004865222,0.001166361,0.04274242,0.0003784885,0.0001793187,0.00002735649,0.000112672,0.00006332158,0.004691132,0.04790357,0.8949614,0.002908756],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9587512,0.03356124,0.00005790628,0.00001179106,0.001101497,0.0005844313,0.00008733742,0.00002041622,0.005824181],"genre_scores_gemma":[0.9250413,0.05415201,0.0007083773,0.0002012624,0.004099009,0.00005121572,0.0002893097,0.0001141439,0.01534344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8481476,"threshold_uncertainty_score":0.999782,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2464007770","doi":"10.1159/000442334","title":"Genetics and Deafness: A View from the Inside","year":2016,"lang":"en","type":"book-chapter","venue":"Monographs in human genetics","topic":"Hearing Impairment and Communication","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Manitoba; Carleton University","funders":"","keywords":"Bioethics; Perspective (graphical); Diversity (politics); Discipline; Sociology; Applied linguistics; Engineering ethics; Social science; Genetics; Linguistics; Biology; Anthropology; Engineering; Philosophy","authors":[{"name":"Teresa Blankmeyer Burke","is_ca":false},{"name":"Kristin Snoddon","is_ca":true},{"name":"Erin Wilkinson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06515056458499245,"gpt":0.3190672326504811,"spread":0.2539166680654887,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002459607,0.0003347317,0.00032554,0.0001681745,0.0001628243,0.00006862021,0.0006406678,0.0004335143,0.0004896885],"category_scores_gemma":[0.000005353247,0.0002560536,0.0001043021,0.000044968,0.000332829,0.00001802816,0.0003156431,0.0004582506,0.00006905189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000299436,"about_ca_system_score_gemma":0.00002302939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005742122,"about_ca_topic_score_gemma":0.0004188371,"domain_scores_codex":[0.9984915,0.0001268122,0.0005008608,0.0004186861,0.0001769932,0.0002851915],"domain_scores_gemma":[0.9979218,0.0002134833,0.0001987103,0.001544199,0.00004716165,0.00007466513],"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":[0.00007046705,0.0002052316,0.1355481,0.00006978933,0.0007625503,0.00004928457,0.009896176,0.000005233372,0.0001983131,0.2484181,0.01002153,0.5947552],"study_design_scores_gemma":[0.0007063129,0.0001705977,0.1170109,0.000394965,0.0001311488,0.00000509899,0.00006685666,0.000008819093,0.00001214942,0.1364369,0.7445408,0.000515546],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3783944,0.1059059,0.0001133683,0.0006820635,0.0007337214,0.001315978,0.0001331037,0.0001278871,0.5125936],"genre_scores_gemma":[0.8536183,0.0380068,0.00130481,0.001672352,0.0008548995,0.0002247272,0.0002011949,0.0003325007,0.1037844],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7345192,"threshold_uncertainty_score":0.9999892,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2248739642","doi":"10.1159/000421522","title":"Molecular Geography of Inherited Disorders of Lipoprotein Metabolism: Lipoprotein Lipase Deficiency and Familial Hypercholesterolemia","year":2015,"lang":"en","type":"book-chapter","venue":"Monographs in human genetics","topic":"Lipid metabolism and disorders","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Chicoutimi; University of British Columbia","funders":"","keywords":"Lipoprotein lipase; Familial hypercholesterolemia; Medicine; Genetics; Internal medicine; Endocrinology; Biology; Cholesterol","authors":[{"name":"Michael R. Hayden","is_ca":true},{"name":"Marc De Braekeleer","is_ca":true},{"name":"Howard Henderson","is_ca":false},{"name":"J. Kastelein","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02069938815339453,"gpt":0.2597416202980291,"spread":0.2390422321446346,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000452373,0.000750925,0.001613656,0.00184935,0.00005731962,0.00002035328,0.0003786929,0.000780644,0.00004484018],"category_scores_gemma":[0.0000520288,0.0007626515,0.000510129,0.0003909799,0.001137851,0.00006209227,0.0002586729,0.0006977045,0.00000178762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001960546,"about_ca_system_score_gemma":0.0001574819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005157707,"about_ca_topic_score_gemma":0.0002003559,"domain_scores_codex":[0.9963632,0.00008244668,0.001364129,0.0007938247,0.0008937601,0.0005026169],"domain_scores_gemma":[0.9975767,0.0000276928,0.000597741,0.001132497,0.0003386267,0.0003267821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.005279794,0.006679866,0.153088,0.01677984,0.003709306,0.0003551039,0.01124325,0.001435237,0.1648014,0.09672484,0.002174729,0.5377285],"study_design_scores_gemma":[0.0593111,0.01242165,0.3469581,0.007885075,0.01241841,0.0001201243,0.002420517,0.0004144441,0.03932708,0.281433,0.2270583,0.01023226],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8923591,0.07882346,0.00008114152,0.00003971501,0.0002044369,0.001992258,0.0002097882,0.00005070922,0.02623937],"genre_scores_gemma":[0.9854533,0.009393725,0.003146683,0.000140862,0.0001526222,0.0001017823,0.0002578009,0.0002387526,0.001114478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5274963,"threshold_uncertainty_score":0.9994825,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2269702112","doi":"10.1159/000401607","title":"Glycogen Storage Disease Type I: Effect of Continuous Nocturnal Nasogastric Feeding","year":2015,"lang":"en","type":"article","venue":"Monographs in human genetics","topic":"Child Nutrition and Feeding Issues","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Glycogen storage disease; Medicine; Nocturnal; Glycogen; Endocrinology; Internal medicine","authors":[{"name":"A. George F. Davidson","is_ca":true},{"name":"Lawrence T. K. Wong","is_ca":true},{"name":"L. Kirby","is_ca":true},{"name":"W J Tze","is_ca":true},{"name":"Jessica Rigg","is_ca":true},{"name":"Derek A. Applegarth","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03042669777865097,"gpt":0.3072527108494843,"spread":0.2768260130708333,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002740276,0.0001569726,0.0003450624,0.0004263958,0.00003845517,0.00001766366,0.0001079459,0.00007272919,0.00002890083],"category_scores_gemma":[0.000114646,0.0001417806,0.0001117169,0.0004853534,0.0001075891,0.00002519216,0.00004562738,0.0001823471,0.000004922632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004182505,"about_ca_system_score_gemma":0.0000298982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001049053,"about_ca_topic_score_gemma":0.000003037572,"domain_scores_codex":[0.9989527,0.00005378049,0.0003000602,0.0001947093,0.0002863108,0.0002123752],"domain_scores_gemma":[0.9992049,0.00003865058,0.00009194398,0.0002258484,0.0001280295,0.0003106249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008495074,0.0001997607,0.9874384,0.0001602812,0.0000471817,0.0001024551,0.0006787424,0.00007636946,0.006862303,0.00005103113,0.002308369,0.001225575],"study_design_scores_gemma":[0.01400333,0.006252002,0.9458426,0.0007208235,0.0004897337,0.00006309789,0.0003791926,0.0007527857,0.0212576,0.0006762065,0.009063296,0.0004993117],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944504,0.003885143,0.00002333555,0.00006556058,0.0002509469,0.0003402576,0.000009185483,0.00004339725,0.0009317462],"genre_scores_gemma":[0.9990848,0.0001385528,0.0003700212,0.00005767689,0.0001990577,0.000006791011,0.00003513774,0.00002418696,0.00008374048],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0415958,"threshold_uncertainty_score":0.5781648,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}