{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":5,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":5,"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":"1ad36e6b43e4","filters":{"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Diabetic foot; Foot (prosody); Medicine; Diabetes mellitus; Physical medicine and rehabilitation; Art; Endocrinology; Literature","authors":[{"name":"David G. Armstrong","is_ca":false},{"name":"Lawrence A. Lavery","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01101013677084719,"gpt":0.2931967745742365,"spread":0.2821866378033894,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006127827,0.0009289471,0.0007633315,0.001467315,0.00118213,0.003098309,0.0009441444,0.001639001,0.07044385],"category_scores_gemma":[0.003205229,0.0004007285,0.0005975694,0.0009419377,0.0007740957,0.001646244,0.001675004,0.004578765,0.04966431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001232748,"about_ca_system_score_gemma":0.003350906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003987937,"about_ca_topic_score_gemma":0.0149124,"domain_scores_codex":[0.9992131,0.0001502831,0.00005659488,0.00006592739,0.000447952,0.00006606372],"domain_scores_gemma":[0.9984268,0.0003926091,0.00008287736,0.00008579014,0.0006677636,0.0003443342],"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":[0.000006581487,0.00002116974,0.00007099849,0.00009018421,0.000001415856,0.00006823705,0.00005202943,0.00005677247,0.0001384695,0.0018527,0.9207696,0.07687186],"study_design_scores_gemma":[0.00000564692,0.00001417179,0.0002702504,0.0002501744,0.000001636123,0.0005204465,0.00003970739,0.00005993208,0.00002880642,0.001265273,0.9975379,0.000006083823],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007967895,0.08860152,0.01062003,0.03858773,0.07824227,0.0004585279,0.0007438456,0.001481366,0.7804679],"genre_scores_gemma":[0.003213744,0.04529407,0.01270221,0.02977386,0.01070135,0.0003055784,0.0006582572,0.0003575464,0.8969933],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07044385,"threshold_uncertainty_score":0.2356582,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Greenfield Research (Canada)","funders":"","keywords":"Self-management; Psychology; Computer science; Artificial intelligence","authors":[{"name":"Katie Weinger","is_ca":false},{"name":"Tara MacNeil","is_ca":false},{"name":"Sheila McMurrich Greenlaw","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07582750407027923,"gpt":0.3275274214478532,"spread":0.251699917377574,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005953619,0.001026802,0.0003944075,0.001141867,0.0006030216,0.00192994,0.001231499,0.001659513,0.044087],"category_scores_gemma":[0.001052364,0.0002046345,0.0006151637,0.0006847366,0.0008750795,0.002012106,0.001334815,0.002498776,0.01434547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008247308,"about_ca_system_score_gemma":0.001348604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001070965,"about_ca_topic_score_gemma":0.003070765,"domain_scores_codex":[0.9996543,0.00008461992,0.00001810612,0.00003899893,0.0001758857,0.00002807442],"domain_scores_gemma":[0.9998097,0.00009410317,0.00001330111,0.00001474173,0.00003839123,0.00002977208],"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":[0.00003963102,0.000449321,0.0002156701,0.001355513,0.00002394203,0.0001133686,0.001252555,0.000272294,0.001003985,0.05649611,0.2350245,0.7037532],"study_design_scores_gemma":[0.00002286817,0.00008211302,0.0008135387,0.001452945,0.00001663682,0.000381219,0.0003526375,0.0001792034,0.0002983133,0.02307838,0.9733075,0.00001448034],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.003374621,0.2373694,0.02901374,0.02513617,0.006423902,0.0007880909,0.0004549057,0.001315192,0.696124],"genre_scores_gemma":[0.02109696,0.2174467,0.06515104,0.01986807,0.002007802,0.001248667,0.00064267,0.0003526868,0.6721852],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.044087,"threshold_uncertainty_score":0.1474857,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia; University of Alberta","funders":"","keywords":"Mitochondrial DNA; Mutation; Diabetes mellitus; Medicine; Genetics; Biology; Endocrinology; Gene","authors":[{"name":"Brandon P. Ga","is_ca":true},{"name":"Sandra Sirrs","is_ca":true},{"name":"Roseanne O. Yeung","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009175358138710494,"gpt":0.2285580596429032,"spread":0.2193827015041927,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001288552,0.0005010367,0.0002875474,0.0006364041,0.0002422418,0.0006320059,0.0004235624,0.001304316,0.03112651],"category_scores_gemma":[0.0004901318,0.0001344719,0.0002108224,0.0003901208,0.0002251279,0.0007618179,0.0004493478,0.001206828,0.01562348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003156989,"about_ca_system_score_gemma":0.0002425814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005724598,"about_ca_topic_score_gemma":0.00141738,"domain_scores_codex":[0.9999331,0.000008010765,0.000005075236,0.00001194999,0.00003406477,0.000007665504],"domain_scores_gemma":[0.9998989,0.00004743302,0.000009158901,0.000006734865,0.00001767817,0.00002007801],"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":[0.00005128307,0.00004592883,0.0002910162,0.0001445007,0.000007223969,0.003093864,0.00006979228,0.0001306969,0.002046898,0.01361033,0.7227261,0.2577824],"study_design_scores_gemma":[0.000008252106,0.00002010933,0.0004606281,0.0001486935,0.000006512644,0.01164151,0.00002286926,0.00008486919,0.0004747005,0.00673481,0.9803898,0.000007238414],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006338379,0.1654838,0.01102295,0.04234457,0.03943358,0.00009791219,0.001481311,0.001112762,0.7326848],"genre_scores_gemma":[0.02250283,0.0624031,0.006450081,0.01091306,0.008099075,0.00006294893,0.001007879,0.000349189,0.8882118],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03112651,"threshold_uncertainty_score":0.1041285,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Mikhail Kosiborod","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01237226119903772,"gpt":0.2216977510399135,"spread":0.2093254898408758,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003001498,0.001412852,0.0008218121,0.001873142,0.001884899,0.001451503,0.001001714,0.004827322,0.004788807],"category_scores_gemma":[0.002292541,0.0005086208,0.0009078429,0.001099472,0.0007741178,0.001413774,0.001086446,0.003455899,0.001502967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001237533,"about_ca_system_score_gemma":0.0006428436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002740104,"about_ca_topic_score_gemma":0.00501246,"domain_scores_codex":[0.9996475,0.00003964743,0.00004434174,0.00007703297,0.00005794963,0.0001336298],"domain_scores_gemma":[0.9995485,0.0001411646,0.00006171973,0.00002189401,0.00003344056,0.0001932649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00001788778,0.0000422465,0.001997178,0.00002940591,0.000004836593,0.9918121,0.0002477874,0.00006813354,0.0001921612,0.0003605201,0.00274252,0.002485133],"study_design_scores_gemma":[0.00001069838,0.00004020014,0.00159456,0.00005055517,0.000007004897,0.9942766,0.000177688,0.0001327513,0.00006833008,0.0003511782,0.003281133,0.000009348591],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6993603,0.04316764,0.008371335,0.05792005,0.007386419,0.0008074013,0.001135697,0.0005287165,0.1813225],"genre_scores_gemma":[0.9209757,0.01371864,0.004684175,0.02101812,0.007102611,0.0001385838,0.0004429608,0.0001257013,0.03179349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004827322,"threshold_uncertainty_score":0.01602018,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Fatimah Badran","is_ca":false},{"name":"Kevin Chyung","is_ca":false},{"name":"Gary Sibbald","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006153181495431986,"gpt":0.2366257273048155,"spread":0.2304725458093835,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005181212,0.0003580403,0.0002129578,0.0005472091,0.0006619359,0.001362277,0.0004592869,0.001817017,0.07223543],"category_scores_gemma":[0.001553733,0.0001755158,0.0003075375,0.0003617748,0.000267906,0.001118846,0.0006952847,0.001626402,0.01757445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005295199,"about_ca_system_score_gemma":0.001087984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001927487,"about_ca_topic_score_gemma":0.01413253,"domain_scores_codex":[0.9997306,0.00008889192,0.00001662719,0.000010906,0.0001302792,0.00002256982],"domain_scores_gemma":[0.9993435,0.0003041125,0.00005198134,0.00001632695,0.0001822479,0.000101874],"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":[0.00001877852,0.0001688615,0.0002918679,0.0004649575,0.000002651712,0.0001524795,0.0003689895,0.00005618134,0.0002254143,0.003677757,0.6947389,0.2998332],"study_design_scores_gemma":[0.00001461427,0.00007394299,0.002313825,0.001649554,0.000005296028,0.0005095064,0.0005872484,0.00006325149,0.000100872,0.002762085,0.9919119,0.000008005471],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002509398,0.05613596,0.002658915,0.05459912,0.01073536,0.0003852039,0.0003340122,0.0003070924,0.8723349],"genre_scores_gemma":[0.009990126,0.05120385,0.01205568,0.03079563,0.002782853,0.0003558694,0.0003543268,0.00008768656,0.892374],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07223543,"threshold_uncertainty_score":0.2416516,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}