{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":6,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":6,"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":"30f9eeb0b97b","filters":{"venue":"Journal of Asian Pacific Society of Cardiology"}},"results":[{"id":"W4317617586","doi":"10.15420/japsc.2022.24","title":"Consensus Recommendations of the Asia Pacific Cardiometabolic Consortium on Secondary Prevention Strategies in Myocardial Infarction: Recommendations on Pharmacotherapy, Lifestyle Modification and Cardiac Rehabilitation","year":2023,"lang":"en","type":"article","venue":"Journal of Asian Pacific Society of Cardiology","topic":"Acute Myocardial Infarction Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Resverlogix (Canada)","funders":"","keywords":"Rehabilitation; Medicine; Pharmacotherapy; Myocardial infarction; Secondary prevention; Intensive care medicine; Asia pacific; Quality of life (healthcare); Family medicine; Physical therapy; Nursing; Cardiology; Internal medicine; Business","authors":[{"name":"Jamshed Dalal","is_ca":false},{"name":"Wael Almahmeed","is_ca":false},{"name":"Rungroj Krittayaphong","is_ca":false},{"name":"Stephen J. Nicholls","is_ca":false},{"name":"Khalida Soomro","is_ca":false},{"name":"Khung Keong Yeo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03418643790140126,"gpt":0.3567588918881904,"spread":0.3225724539867892,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002578457,0.0002130111,0.0009661149,0.0006087614,0.000159292,0.00002296989,0.0001389898,0.0002564698,0.00001943824],"category_scores_gemma":[0.0003457553,0.0001779111,0.0009803205,0.001215311,0.0006113091,0.0001545315,0.00004182005,0.0008262235,0.000005969152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001956399,"about_ca_system_score_gemma":0.0006523669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001436919,"about_ca_topic_score_gemma":5.277978e-7,"domain_scores_codex":[0.9964228,0.00133192,0.001133604,0.0002953374,0.0005385768,0.0002777632],"domain_scores_gemma":[0.9970872,0.0009268178,0.000774152,0.0004352525,0.0006590713,0.0001174425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.002603898,0.0004877794,0.07582107,0.0004715533,0.00705647,0.00001055838,0.01138631,0.005444622,0.07217288,0.004484888,0.7197973,0.1002627],"study_design_scores_gemma":[0.005729059,0.002823406,0.6327626,0.0004263696,0.0005939135,0.0002251592,0.1091547,0.0003061167,0.002172846,0.002010289,0.2434486,0.0003470199],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7210407,0.0007537773,0.0004770632,0.2458854,0.004108494,0.002573081,0.0004424025,0.00007965335,0.02463936],"genre_scores_gemma":[0.9947029,0.003361394,0.000896984,0.0001450163,0.0004971698,0.00005543211,0.00006160887,0.00003005673,0.0002494606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5569414,"threshold_uncertainty_score":0.7255003,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410189665","doi":"10.15420/japsc.2024.37","title":"Heart Failure in Sub-Saharan Africa: Current and Future Systems of Care","year":2025,"lang":"en","type":"article","venue":"Journal of Asian Pacific Society of Cardiology","topic":"Global Health and Epidemiology","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Beijing Friendship Hospital, Capital Medical University; Astellas Pharma; Conrad N. Hilton Foundation; World Health Organization; Grand Challenges Canada; AstraZeneca; Pfizer; Bill and Melinda Gates Foundation; Amgen; Pfizer Foundation; Rockefeller Foundation; Dalio Foundation; United States Agency for International Development","keywords":"Current (fluid); Heart failure; Business; Medicine; Cardiology; Engineering; Electrical engineering","authors":[{"name":"Victor M. Wauye","is_ca":false},{"name":"Dzifa Ahadzi","is_ca":false},{"name":"Krishna Udayakumar","is_ca":false},{"name":"G. Titus K. Ngeno","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02915113617216634,"gpt":0.3741397678555188,"spread":0.3449886316833524,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018717,0.0001602654,0.001555349,0.0001519518,0.0001321926,0.000001591452,0.0001603372,0.0005921844,0.000004522537],"category_scores_gemma":[0.0001533963,0.000127916,0.0004074811,0.0003064381,0.000214785,0.00005220719,0.00005901261,0.001174883,0.000002336064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001825823,"about_ca_system_score_gemma":0.0006603131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002949897,"about_ca_topic_score_gemma":0.00001643887,"domain_scores_codex":[0.9962697,0.001392472,0.001495832,0.0001866982,0.0001560937,0.0004991766],"domain_scores_gemma":[0.9977756,0.0005319389,0.0008044103,0.0002150475,0.0005174764,0.0001555881],"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":[0.0002121305,0.0000181661,0.3435744,0.003304355,0.0001403756,0.000003340165,0.004153772,0.00006897548,0.0001695861,0.0005639849,0.6457651,0.002025718],"study_design_scores_gemma":[0.001584329,0.0003292918,0.1862219,0.001030643,0.00006356101,0.00004533385,0.09569293,0.00001769976,0.000005323057,0.0003188131,0.714595,0.00009518321],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4752856,0.4388391,0.0009671213,0.04647896,0.01852407,0.002051861,0.0002844428,0.00003426567,0.0175345],"genre_scores_gemma":[0.986367,0.01186048,0.0005366207,0.0001389411,0.00104623,0.00001297843,0.000006484227,0.000008674207,0.00002254481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5110814,"threshold_uncertainty_score":0.5216265,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412753016","doi":"10.15420/japsc.2024.57","title":"Community Hypertension Care in Sri Lanka: Current Approaches and Opportunities","year":2025,"lang":"en","type":"article","venue":"Journal of Asian Pacific Society of Cardiology","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Royal Alexandra Hospital","funders":"","keywords":"Sri lanka; Current (fluid); Medicine; Business; Intensive care medicine; Environmental planning; Geography; Engineering; Electrical engineering","authors":[{"name":"Nazneem Wahab","is_ca":true},{"name":"Neranga Samaratunge","is_ca":false},{"name":"Dulaanga Rathnayake","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1186888734777705,"gpt":0.2976783241181802,"spread":0.1789894506404097,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005622204,0.0001168367,0.001036424,0.0001149118,0.00008942214,0.000004595495,0.00007162397,0.0001414448,0.000001281168],"category_scores_gemma":[0.00004926582,0.00008713918,0.0003074589,0.00008860651,0.0003177537,0.00004157581,0.00008400246,0.0006497495,1.695448e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001798211,"about_ca_system_score_gemma":0.0001355126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006282582,"about_ca_topic_score_gemma":0.000001864595,"domain_scores_codex":[0.9989769,0.0002517659,0.0004113737,0.00008661266,0.0001373094,0.0001360633],"domain_scores_gemma":[0.9991248,0.0001474707,0.0001681136,0.0001793479,0.000324533,0.00005568418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001327154,0.000485816,0.2165283,0.004254912,0.006412006,0.000279986,0.1262491,0.00003524798,0.002545774,0.0005743522,0.2968835,0.3444238],"study_design_scores_gemma":[0.003392306,0.0006664875,0.09444039,0.000842566,0.001375436,0.001019025,0.6927292,0.00002251571,0.00021756,0.000266798,0.2048824,0.0001453268],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6960229,0.2466001,0.0001452064,0.01701721,0.0009476561,0.0003161219,0.00001968714,0.00001938981,0.03891174],"genre_scores_gemma":[0.9884698,0.01053418,0.0004490048,0.0003613194,0.0001352433,0.000001869714,0.000004912477,0.000004737667,0.00003890255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.56648,"threshold_uncertainty_score":0.3553433,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400292163","doi":"10.15420/japsc.2023.43","title":"Cracking the Code of Coronary Calcium: One-year Clinical Outcomes of Intravascular Lithotripsy in All-comers and Two Complex Cohorts","year":2024,"lang":"en","type":"article","venue":"Journal of Asian Pacific Society of Cardiology","topic":"Cerebrovascular and Carotid Artery Diseases","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":"Medtronic (Canada)","funders":"Abbott Vascular; Boston Scientific Corporation; Amgen","keywords":"Medicine; Lithotripsy; Code (set theory); Cardiology; Internal medicine; Surgery; Computer science","authors":[{"name":"Jie Jun Wong","is_ca":false},{"name":"Yann Shan Keh","is_ca":false},{"name":"Yee How Lau","is_ca":false},{"name":"Paul Jie Wen Tern","is_ca":false},{"name":"Abigail C. C. Chng","is_ca":false},{"name":"Simon Jung Hyun Kang","is_ca":false},{"name":"Ningyan Wong","is_ca":false},{"name":"Jonathan Yap","is_ca":false},{"name":"Thon Hon Yong","is_ca":false},{"name":"Jiang Ming Fam","is_ca":false},{"name":"Chee Tang Chin","is_ca":true},{"name":"Yew Seong Goh","is_ca":false},{"name":"Soo Teik Lim","is_ca":false},{"name":"Aaron Wong","is_ca":false},{"name":"Khung Keong Yeo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.060836006991182,"gpt":0.3601513344517452,"spread":0.2993153274605632,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001825865,0.0001550643,0.001492982,0.00009674974,0.00002363141,0.000007583672,0.0001403142,0.0001473749,0.00003117],"category_scores_gemma":[0.0001207973,0.0001065043,0.00176986,0.0001629021,0.000820572,0.00006112358,0.00005418303,0.0004743141,6.477168e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004013525,"about_ca_system_score_gemma":0.0002027717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001245278,"about_ca_topic_score_gemma":0.00000218359,"domain_scores_codex":[0.9976549,0.0003721113,0.001162351,0.000194309,0.000416149,0.0002001696],"domain_scores_gemma":[0.99857,0.0004618311,0.0003472262,0.0003002295,0.0001953963,0.0001252729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001565676,0.000104843,0.9831179,0.0003485242,0.00516886,0.00003727535,0.001582407,0.00005586815,0.001029659,0.0000883399,0.003328676,0.004981071],"study_design_scores_gemma":[0.002218045,0.0004831358,0.9828376,0.0002691311,0.001126947,0.0006318485,0.009862802,0.00009517151,0.00009690333,0.0001605662,0.00212923,0.00008868779],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928502,0.003174826,0.0005254555,0.001772091,0.0004008304,0.0002926317,0.00003889186,0.000008401637,0.0009367029],"genre_scores_gemma":[0.9963496,0.0025367,0.0007170403,0.0001291967,0.0002242637,0.000001900005,0.000009213541,0.00001789635,0.0000141876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008280395,"threshold_uncertainty_score":0.4343118,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4380988427","doi":"10.15420/japsc.2022.23","title":"Validity of Self-reported Self-Care Assessment and Determinants of Self-Care Practices in Older Patients with Heart Failure","year":2023,"lang":"en","type":"article","venue":"Journal of Asian Pacific Society of Cardiology","topic":"Heart Failure Treatment 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":true},"ca_institutions":"University of Ottawa","funders":"Japan Society for the Promotion of Science","keywords":"Self care; Medicine; Heart failure; Rehabilitation; Self-management; Physical therapy; Montreal Cognitive Assessment; Cognition; Health care; Psychology; Disease; Gerontology; Internal medicine; Cognitive impairment; Psychiatry","authors":[{"name":"Misato Soma","is_ca":false},{"name":"Takumi Noda","is_ca":true},{"name":"Kensuke Ueno","is_ca":false},{"name":"Wakana Takahashi","is_ca":false},{"name":"Atsuhiko Matsunaga","is_ca":false},{"name":"Kentaro Kamiya","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02124005507981478,"gpt":0.317128209310288,"spread":0.2958881542304732,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007231066,0.0002143952,0.001206506,0.0001888164,0.00004381992,0.00000715021,0.00008467625,0.0002085479,0.000007559606],"category_scores_gemma":[0.00005113053,0.000158858,0.0003836738,0.0003514594,0.0001051831,0.0001585221,0.00006167288,0.0002900062,7.734484e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000161413,"about_ca_system_score_gemma":0.0003602199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008086875,"about_ca_topic_score_gemma":0.000006871446,"domain_scores_codex":[0.9978133,0.0002460085,0.0008637976,0.0002450471,0.0005597879,0.0002720078],"domain_scores_gemma":[0.9972058,0.000160251,0.001470386,0.0002902587,0.0007525177,0.0001208073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001064548,0.00024994,0.9817042,0.001128923,0.001400025,0.00006834747,0.007904868,0.000009732024,0.0001320492,0.000001561133,0.006924327,0.0003695515],"study_design_scores_gemma":[0.004518808,0.002232704,0.9403384,0.0003096609,0.001173296,0.0001184245,0.04528071,0.00002022906,0.0002728386,0.000005982972,0.005612251,0.0001167123],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99745,0.0001431255,0.00002069733,0.001176212,0.0001433847,0.0006399173,0.00001603501,0.00003045022,0.0003801652],"genre_scores_gemma":[0.9777107,0.0003738618,0.02175052,0.00001926139,0.00008361157,0.000009018904,0.00002319817,0.00002070407,0.000009155965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04136584,"threshold_uncertainty_score":0.6478043,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4396845246","doi":"10.15420/japsc.2023.58","title":"Stent Ablation by Rotational Atherectomy for Management of Resistant Lesions within and across the Stent Struts in Coronary Arteries","year":2024,"lang":"en","type":"article","venue":"Journal of Asian Pacific Society of Cardiology","topic":"Coronary Interventions and Diagnostics","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":"AstraZeneca (Canada)","funders":"","keywords":"Stent; Coronary arteries; Ablation; Medicine; Radiology; Internal medicine; Cardiology; Artery","authors":[{"name":"Vikas Kadiyala","is_ca":true},{"name":"Khung Keong Yeo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02104658184180931,"gpt":0.305378243059203,"spread":0.2843316612173937,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005639801,0.00007783347,0.000302788,0.00003245001,0.00004492339,0.000009395212,0.00004858359,0.00006213644,0.00001033222],"category_scores_gemma":[0.00002020216,0.00005299754,0.0003486544,0.00008238856,0.0001832232,0.00004859307,0.00002371788,0.0001283042,2.238505e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005896113,"about_ca_system_score_gemma":0.00005819883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001966521,"about_ca_topic_score_gemma":0.000002007041,"domain_scores_codex":[0.9990415,0.00005267676,0.0005346796,0.00009743092,0.0001702715,0.0001034384],"domain_scores_gemma":[0.999293,0.0002340703,0.0002058314,0.00009179006,0.0001408165,0.00003448269],"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":[0.009726928,0.001093064,0.2750967,0.009129823,0.01522504,0.0006619713,0.07780508,0.004246947,0.03558791,0.0166666,0.2146342,0.3401257],"study_design_scores_gemma":[0.003794032,0.003325188,0.7597805,0.002384869,0.0005144752,0.0008712584,0.2097351,0.00115575,0.000398843,0.0025501,0.01533649,0.0001534341],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836585,0.004431891,0.007028912,0.003472154,0.0003800742,0.0004077852,0.0001870071,0.000004151357,0.0004295525],"genre_scores_gemma":[0.9965458,0.0008440862,0.002266062,0.00001682647,0.00006671478,0.00001272802,0.00001697273,0.000007875879,0.0002229668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4846837,"threshold_uncertainty_score":0.2161177,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}