{"meta":{"query_hash":"1ad36e6b43e4","filters":{"venue":"American Diabetes Association eBooks"},"cohort_total":5,"direct_labels_cover":0,"predictions_cover":5,"exported":5,"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/1ad36e6b43e4","api":"https://metacan.xera.ac/api/v1/cohort?venue=American+Diabetes+Association+eBooks"},"results":[{"id":"W1526815006","doi":"10.2337/9781580407779","title":"Clinical Care of the Diabetic Foot","year":2024,"lang":"en","type":"book","venue":"American Diabetes Association eBooks","topic":"Diabetic Foot Ulcer Assessment and Management","field":"Medicine","cited_by":48,"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 Toronto","funders":"","keywords":"Diabetic foot; Foot (prosody); Medicine; Diabetes mellitus; Physical medicine and rehabilitation; Art; Endocrinology; Literature","score_opus":0.011010136770847187,"score_gpt":0.29319677457423654,"score_spread":0.2821866378033894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1526815006","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.027558828,0.0007629042,0.000001970861,0.0011322232,0.0017898147,0.0012637218,0.000110416986,0.00015170022,0.9672284],"genre_scores_gemma":[0.20432757,0.000044102555,0.000107097,0.0014481116,0.0005685675,0.00008540816,0.00010256213,0.000109211825,0.79320735],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.996942,0.00016577172,0.00091030926,0.00052470557,0.0009932697,0.00046398205],"domain_scores_gemma":[0.9970667,0.0004585316,0.0012659782,0.0007549911,0.00032244454,0.00013138783],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005934691,0.00038251834,0.0012149893,0.00018007043,0.00006206643,0.00004677198,0.00032836542,0.00027428014,0.000067674526],"category_scores_gemma":[0.00022012195,0.0002878938,0.0009602563,0.00014267793,0.00039253314,0.000017852095,0.00032434837,0.0007892873,0.000115775634],"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":[0.000016856931,0.00015963828,0.25471357,0.0020369277,0.005095732,0.0000071072677,0.0007559419,0.0000011900298,0.000050670904,0.0043818187,0.42085245,0.3119281],"study_design_scores_gemma":[0.00086563156,0.0009045819,0.054577585,0.0014646695,0.0049070865,1.6754946e-7,0.0003247498,0.000026046913,0.00024791807,0.0019435947,0.9342464,0.00049151934],"about_ca_topic_score_codex":0.000010710701,"about_ca_topic_score_gemma":0.000015754275,"teacher_disagreement_score":0.513394,"about_ca_system_score_codex":0.0011156177,"about_ca_system_score_gemma":0.00081399904,"threshold_uncertainty_score":0.9999573},"labels":[],"label_agreement":null},{"id":"W4297830213","doi":"10.2337/9781580405713.52","title":"Case 52: Refractory Angina in a Patient with Type 2 Diabetes","year":2015,"lang":"en","type":"book-chapter","venue":"American Diabetes Association eBooks","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","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":"Medicine; Internal medicine; Cardiology; Diabetes mellitus; Angina; Coronary artery disease; Myocardial infarction; Type 2 diabetes; Aspirin; Glipizide; Metformin; Percutaneous coronary intervention; Insulin; Endocrinology","score_opus":0.012372261199037725,"score_gpt":0.22169775103991352,"score_spread":0.2093254898408758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297830213","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":[0.66642994,0.00088310556,0.000001886606,0.00010990513,0.00049914996,0.0008527418,0.00008911206,0.00020380034,0.33093038],"genre_scores_gemma":[0.77832687,0.00009081166,0.00011432304,0.000939868,0.00034087087,0.000051394854,0.00024785672,0.00019503462,0.21969298],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976796,0.0000836671,0.0004355936,0.000495659,0.0008226657,0.00048280723],"domain_scores_gemma":[0.997765,0.0001675681,0.00074841414,0.00049657864,0.0005485885,0.00027386443],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003735676,0.00044619353,0.0011106975,0.00042467783,0.000063774845,0.000031017316,0.000061336155,0.00031065938,0.0001315794],"category_scores_gemma":[0.00018989165,0.00037715008,0.0003394032,0.00010941475,0.00014890544,0.0000457739,0.000047115846,0.00069331547,0.00011152007],"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":[0.00036035586,0.00032510798,0.52549815,0.00027679568,0.00791921,0.006341504,0.002760556,0.000040229606,0.00025517648,0.00071539974,0.038538206,0.41696927],"study_design_scores_gemma":[0.0023029125,0.0032870276,0.008509412,0.00053245836,0.0015750962,0.00017052224,0.00042818257,0.00004413964,0.0001387551,0.00018460797,0.9816403,0.0011865846],"about_ca_topic_score_codex":0.000106105865,"about_ca_topic_score_gemma":0.00012600777,"teacher_disagreement_score":0.9431021,"about_ca_system_score_codex":0.0017116863,"about_ca_system_score_gemma":0.00036545572,"threshold_uncertainty_score":0.99986804},"labels":[],"label_agreement":null},{"id":"W4403090119","doi":"10.2337/9781580405690.ch19","title":"Behavioral Strategies for Improving Self-Management","year":2017,"lang":"en","type":"book-chapter","venue":"American Diabetes Association eBooks","topic":"Behavioral and Psychological Studies","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Greenfield Research (Canada)","funders":"","keywords":"Self-management; Psychology; Computer science; Artificial intelligence","score_opus":0.07582750407027923,"score_gpt":0.3275274214478532,"score_spread":0.25169991737757397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403090119","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009369139,0.00023346941,0.000029218578,0.00016881616,0.0013536349,0.0011170938,0.00033811314,0.00037781123,0.9870127],"genre_scores_gemma":[0.15193726,0.000018690691,0.0006211918,0.00048187474,0.0005101537,0.0007341687,0.00008789009,0.00010848161,0.8455003],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99766445,0.00004070863,0.00048451262,0.0007488682,0.00034272324,0.0007187338],"domain_scores_gemma":[0.997149,0.00016159588,0.0018017127,0.00059818156,0.0001796619,0.000109870976],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00031286915,0.00052182004,0.00080564024,0.00011035023,0.000493986,0.00021390595,0.000468195,0.0003900226,0.0002998553],"category_scores_gemma":[0.000009572027,0.00049028115,0.0004352656,0.000010782507,0.00022609069,0.00006150062,0.00013731832,0.0004024589,0.00023849978],"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":[0.000044961263,0.00020598795,0.0060374937,0.00007340524,0.0014811704,0.000017820943,0.0013166381,1.5223048e-7,0.00003144825,0.11495405,0.022474866,0.853362],"study_design_scores_gemma":[0.0012367229,0.0013990356,0.014865622,0.000066333785,0.0017644411,4.51895e-7,0.0009237752,0.0000016551558,0.000008540347,0.024281202,0.9541036,0.0013486205],"about_ca_topic_score_codex":0.00011826979,"about_ca_topic_score_gemma":0.000068221736,"teacher_disagreement_score":0.9316287,"about_ca_system_score_codex":0.0003570139,"about_ca_system_score_gemma":0.000029069994,"threshold_uncertainty_score":0.9997549},"labels":[],"label_agreement":null},{"id":"W4403750977","doi":"10.2337/9781580407779.ch08","title":"8. Dressings and Local Wound Care for People with Diabetic Foot Wounds","year":2024,"lang":"en","type":"book-chapter","venue":"American Diabetes Association eBooks","topic":"Diabetic Foot Ulcer Assessment and Management","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":"University of Toronto","funders":"","keywords":"Diabetic foot; Wound care; Foot (prosody); Medicine; Foot care; Intensive care medicine; Diabetes mellitus; Art; Endocrinology","score_opus":0.006153181495431986,"score_gpt":0.23662572730481551,"score_spread":0.23047254580938353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403750977","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.031319827,0.0015602732,0.00027671328,0.001842748,0.0004890074,0.0031651184,0.00020459342,0.0004128064,0.96072894],"genre_scores_gemma":[0.4309865,0.00003698222,0.0005257954,0.00095949613,0.00028883864,0.00035037022,0.00030524435,0.00020631499,0.56634045],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976204,0.000014562456,0.00040401195,0.0007135058,0.0006526541,0.0005948658],"domain_scores_gemma":[0.99830234,0.0002818014,0.0005517754,0.00034410175,0.00030944395,0.0002105366],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00020985452,0.00054147036,0.0011464934,0.00030179412,0.0001540594,0.00022447189,0.000111810936,0.00023066347,0.000043826247],"category_scores_gemma":[0.000027041131,0.0004838538,0.00023116535,0.000060626582,0.0003197393,0.00004844777,0.00011645124,0.00040205946,0.00002838364],"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":[0.0003082556,0.00018748175,0.06371799,0.010597253,0.013256643,0.00004977787,0.0076342984,0.000008869681,0.0001706438,0.10247543,0.031009587,0.77058375],"study_design_scores_gemma":[0.0031127047,0.004421198,0.0077055106,0.0022505552,0.008328839,0.0000021672413,0.0026031565,0.00029114433,0.00022584583,0.009328631,0.9600729,0.0016573992],"about_ca_topic_score_codex":0.0000340558,"about_ca_topic_score_gemma":0.00017528191,"teacher_disagreement_score":0.92906326,"about_ca_system_score_codex":0.00097268226,"about_ca_system_score_gemma":0.0001990227,"threshold_uncertainty_score":0.9997613},"labels":[],"label_agreement":null},{"id":"W4404329592","doi":"10.2337/9781580406666.case19","title":"Mitochondrial Diabetes: m.3243A> G Mutation","year":2018,"lang":"en","type":"book-chapter","venue":"American Diabetes Association eBooks","topic":"Mitochondrial Function and Pathology","field":"Biochemistry, Genetics and Molecular Biology","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":"University of British Columbia; University of Alberta","funders":"","keywords":"Mitochondrial DNA; Mutation; Diabetes mellitus; Medicine; Genetics; Biology; Endocrinology; Gene","score_opus":0.009175358138710494,"score_gpt":0.22855805964290316,"score_spread":0.21938270150419267,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404329592","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14762512,0.00037740142,0.00068470737,0.00038381745,0.0071585965,0.001397386,0.0006106185,0.00026784462,0.8414945],"genre_scores_gemma":[0.008490095,0.00006249728,0.001596833,0.0030658955,0.006689855,0.00012661805,0.0026811555,0.00021316347,0.9770739],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972105,0.00015919423,0.00062149455,0.0009128936,0.00046676255,0.000629146],"domain_scores_gemma":[0.9971463,0.00012482135,0.0013788117,0.0006828518,0.0004764375,0.0001907923],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00027732344,0.0005687778,0.0006838307,0.00018787643,0.00018993804,0.00008098395,0.00030736404,0.00082873745,0.00095066655],"category_scores_gemma":[0.000479726,0.000630028,0.0004367636,0.00004273173,0.00032585472,0.000005881734,0.00014061014,0.00035608982,0.00096849434],"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":[0.00019759766,0.00008898955,0.005511716,0.000070100825,0.0019538952,0.0000066992507,0.00043142887,0.000013274481,0.47775352,0.002225018,0.4730627,0.03868507],"study_design_scores_gemma":[0.0006462379,0.00079517293,0.00012908384,0.000048885446,0.0002217402,0.0000013198768,0.000014729311,0.00000876417,0.012908596,0.0011796096,0.9832603,0.00078559306],"about_ca_topic_score_codex":0.0000055843298,"about_ca_topic_score_gemma":0.000110637506,"teacher_disagreement_score":0.5101976,"about_ca_system_score_codex":0.00020891588,"about_ca_system_score_gemma":0.00016951587,"threshold_uncertainty_score":0.9999626},"labels":[],"label_agreement":null}]}