{"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":"692b4fac455e","filters":{"venue":"AsiaIntervention"}},"results":[{"id":"W3199328815","doi":"10.4244/aij-d-19-00005","title":"Impact of transcatheter aortic valve size on leaflet stresses: implications for durability and optimal grey zone sizing","year":2020,"lang":"en","type":"article","venue":"AsiaIntervention","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Vancouver General Hospital; St. Paul's Hospital","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health; American Heart Association","keywords":"Durability; Sizing; Valve replacement; Annulus (botany); Heart valve; Materials science; Biomedical engineering; Cardiology; Composite material; Medicine; Chemistry","authors":[{"name":"Yue Xuan","is_ca":false},{"name":"Danny Dvir","is_ca":false},{"name":"Andrew D. Wisneski","is_ca":false},{"name":"Zhongjie Wang","is_ca":false},{"name":"Jian Ye","is_ca":true},{"name":"Julius M. Guccione","is_ca":false},{"name":"Liang Ge","is_ca":false},{"name":"Elaine E. Tseng","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03462652839847873,"gpt":0.3882668209776515,"spread":0.3536402925791727,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006470317,0.0001164617,0.0002470826,0.0000259552,0.00003695095,0.00001343632,0.00003022359,0.00003759176,0.00006252195],"category_scores_gemma":[0.0001572235,0.00009598274,0.002675255,0.00006915814,0.00003427973,0.00006350171,0.00001096535,0.00004632554,0.000002767257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005612034,"about_ca_system_score_gemma":0.00002393548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004351487,"about_ca_topic_score_gemma":0.000001784552,"domain_scores_codex":[0.9992723,0.00002844466,0.0002505027,0.0002393917,0.00007660387,0.0001326937],"domain_scores_gemma":[0.9994072,0.00009672321,0.00009057807,0.0001739776,0.00008963296,0.0001418649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002051548,0.001934196,0.9320864,0.00100458,0.003813789,9.107252e-7,0.0007364806,0.00006499079,0.005225256,0.000231964,0.0001580561,0.05269183],"study_design_scores_gemma":[0.002271453,0.002499484,0.9932036,0.0001475803,0.001061489,0.000002714145,0.0001050711,0.0001572153,0.0003549904,0.0001196731,0.000007775602,0.00006898027],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946987,0.0002948971,0.002727573,0.001101652,0.00002124844,0.0007292757,0.000339469,0.00002728579,0.00005991976],"genre_scores_gemma":[0.99942,0.00001921921,0.0002382189,0.00005820808,0.00004255793,0.00006914064,0.0001202759,0.00001631115,0.00001608997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06111718,"threshold_uncertainty_score":0.3914062,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4309024934","doi":"10.4244/aij-d-22-00021","title":"Clinical expert consensus document on the use of percutaneous left ventricular assist devices during complex high-risk PCI in India using a standardised algorithm","year":2022,"lang":"en","type":"review","venue":"AsiaIntervention","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Impella; Percutaneous coronary intervention; Conventional PCI; Medicine; Cardiogenic shock; Health care; Intensive care medicine; Percutaneous; Medical emergency; Risk analysis (engineering); Cardiology; Surgery; Myocardial infarction; Economics","authors":[{"name":"Rajiv Tayal","is_ca":false},{"name":"Sanjog Kalra","is_ca":true},{"name":"Ashok Seth","is_ca":false},{"name":"Praveen Chandra","is_ca":false},{"name":"Sumit Sohal","is_ca":false},{"name":"Kirti Punamiya","is_ca":false},{"name":"Ravinder Singh Rao","is_ca":false},{"name":"Vishal Rastogi","is_ca":false},{"name":"P.L.N. Kapardhi","is_ca":false},{"name":"Sanjeev Sharma","is_ca":false},{"name":"Prathap Kumar","is_ca":false},{"name":"Jaspal Arneja","is_ca":false},{"name":"Rony Mathew","is_ca":false},{"name":"Dilip Kumar","is_ca":false},{"name":"Nandhini Mahesh","is_ca":false},{"name":"Vijay Trehan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1175438664265413,"gpt":0.3505807218208996,"spread":0.2330368553943583,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001393807,0.0005418458,0.001771885,0.0003524226,0.0001463058,0.000106055,0.0004497358,0.0002966023,0.001605953],"category_scores_gemma":[0.0002517466,0.0004394841,0.001459501,0.0003537221,0.00007392044,0.00008709356,0.0001882121,0.001000553,0.00001604571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008651413,"about_ca_system_score_gemma":0.00007700859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001497486,"about_ca_topic_score_gemma":0.00004055514,"domain_scores_codex":[0.9943644,0.001691931,0.002244722,0.0005846006,0.0006889534,0.0004253924],"domain_scores_gemma":[0.9972523,0.00097876,0.0008825592,0.0007217885,0.00004274774,0.0001217794],"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":[0.00003812267,0.0003513276,0.0008618597,0.01105737,0.001923451,0.002433559,0.0001282104,0.002180584,0.000002585016,0.0001407255,0.0001774703,0.9807047],"study_design_scores_gemma":[0.001388516,0.0005373831,0.003574385,0.0246271,0.00219567,0.001628424,0.0003998998,0.01563534,0.00001398059,0.00009645505,0.9482957,0.001607169],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.06818777,0.9249908,0.001495185,0.000012519,0.001542168,0.002736855,0.0007533592,0.000240012,0.00004136553],"genre_scores_gemma":[0.234591,0.7587203,0.004545897,0.00005881459,0.0004427757,0.000201869,0.0009205718,0.0004790971,0.00003969902],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9790975,"threshold_uncertainty_score":0.9998057,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4309024915","doi":"10.4244/aij-d-22-00010","title":"Impact of frailty on a minimalist approach and early discharge following TAVI","year":2022,"lang":"en","type":"article","venue":"AsiaIntervention","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Sunnybrook Health Science Centre; University of Toronto; Hamilton Health Sciences; McMaster University; Vancouver General Hospital; Health Sciences Centre; University of British Columbia","funders":"","keywords":"Psychology; Cardiology; Medicine; Aeronautics; Engineering","authors":[{"name":"Janarthanan Sathananthan","is_ca":true},{"name":"Sandra Lauck","is_ca":true},{"name":"John A. Cairns","is_ca":true},{"name":"Karin H. Humphries","is_ca":false},{"name":"Madhu K. Natarajan","is_ca":true},{"name":"Harindra C. Wijeysundera","is_ca":true},{"name":"David J. Cohen","is_ca":false},{"name":"Martin B. Leon","is_ca":false},{"name":"John G. Webb","is_ca":true},{"name":"David Wood","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02656446149670432,"gpt":0.3768377017973894,"spread":0.3502732403006851,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001112477,0.00008794385,0.0002003956,0.00007701348,0.00006714399,0.000009926101,0.00002691864,0.00001627111,0.0001358891],"category_scores_gemma":[0.00001762617,0.00007360059,0.001775829,0.00008668274,0.00001346734,0.00004186708,0.00004846941,0.00007061475,0.000002479295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009713048,"about_ca_system_score_gemma":0.00001592448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000286368,"about_ca_topic_score_gemma":4.18043e-7,"domain_scores_codex":[0.9993094,0.0000533616,0.0001549578,0.0001703575,0.0001995456,0.0001124261],"domain_scores_gemma":[0.9996817,0.00001064876,0.00007244784,0.0001489596,0.000013565,0.00007273462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004996342,0.001404324,0.9910562,0.00006611827,0.001300006,0.00001748582,0.0002411694,0.000004608133,0.0004266246,0.0003322962,0.0002435899,0.004407911],"study_design_scores_gemma":[0.001989271,0.00192799,0.9952053,0.00004555575,0.0004092564,0.000009607194,0.0002134247,0.00004229649,0.00001757344,0.00005339707,0.00003134961,0.00005491163],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972694,0.0003382892,0.00005260822,0.00002927668,0.00006644813,0.0002807758,0.00008453263,0.00001607491,0.001862581],"genre_scores_gemma":[0.9992711,0.000001926212,0.00003761411,0.00001061611,0.00002116214,0.00005026997,0.0001453498,0.00001340777,0.0004485582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004352999,"threshold_uncertainty_score":0.3001345,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4308983062","doi":"10.4244/aij-d-22-00058","title":"Quantitative videodensitometric assessment of residual mitral regurgitation after transcatheter mitral valve replacement: a first-in-human report from China","year":2022,"lang":"en","type":"article","venue":"AsiaIntervention","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Mitral regurgitation; Cardiology; Internal medicine; Mitral valve; Medicine; Residual; Mitral valve replacement; China; Geography; Mathematics","authors":[{"name":"Hesham Elzomor","is_ca":false},{"name":"Mao Chen","is_ca":false},{"name":"Fei Chen","is_ca":false},{"name":"Yoshinobu Onuma","is_ca":false},{"name":"Osama Soliman","is_ca":false},{"name":"Nicolò Piazza","is_ca":true},{"name":"Patrick W. Serruys","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0178061605761998,"gpt":0.3754139254471976,"spread":0.3576077648709978,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004796795,0.0001881394,0.0004096669,0.0005139628,0.00009694159,0.00001957881,0.00006473988,0.00004609589,0.0007842866],"category_scores_gemma":[0.00004983331,0.0001935323,0.005256907,0.0004512304,0.0000380245,0.0001397748,0.0000519899,0.0001864195,0.000003088741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004446261,"about_ca_system_score_gemma":0.00005222169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001053796,"about_ca_topic_score_gemma":0.00009170018,"domain_scores_codex":[0.997722,0.0002201221,0.0007272259,0.0004745371,0.0006231372,0.0002330099],"domain_scores_gemma":[0.9990513,0.00006014244,0.0003370764,0.0003839426,0.00008263667,0.00008485296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001943328,0.002116197,0.9892974,0.0001492812,0.003741185,0.000248655,0.001120207,0.00008579198,0.0002703118,0.0001630584,0.0002815464,0.0005830681],"study_design_scores_gemma":[0.004177597,0.001932629,0.9900746,0.0002392137,0.001817681,0.00004030346,0.0008061609,0.0001449213,0.0001146334,0.0004608216,0.00004496689,0.0001464334],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961938,0.001100999,0.0004495611,0.0002546097,0.0002516512,0.0007413571,0.0002243248,0.00003027271,0.0007534294],"genre_scores_gemma":[0.9971046,0.000008198172,0.0005978831,0.00002333848,0.00004448789,0.0003161041,0.001442622,0.00002981109,0.0004329806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00484724,"threshold_uncertainty_score":0.8587388,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4311027585","doi":"10.4244/aijv5i1a3","title":"Outcomes after transcatheter aortic valve replacement: flow matters","year":2019,"lang":"en","type":"editorial","venue":"AsiaIntervention","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Cardiology; Internal medicine; Medicine; Valve replacement; Aortic valve; Stenosis","authors":[{"name":"Florent Le Ven","is_ca":false},{"name":"Marie‐Annick Clavel","is_ca":true},{"name":"Philippe Pîbarot","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007717634698879351,"gpt":0.3244505391026907,"spread":0.3167329044038114,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001947761,0.0004767049,0.0008215029,0.0001969758,0.00003469763,0.00006682023,0.0001033403,0.0004474169,0.001610719],"category_scores_gemma":[0.00007552482,0.0004008,0.01144975,0.00007172213,0.00003280648,0.0001045727,0.0000480718,0.000367509,0.001198206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003746168,"about_ca_system_score_gemma":0.00008683047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000649979,"about_ca_topic_score_gemma":0.000005203348,"domain_scores_codex":[0.9974437,0.00008766245,0.0005796916,0.0006734555,0.0008241617,0.0003912801],"domain_scores_gemma":[0.9985647,0.00009775133,0.0002261265,0.000796298,0.0001447729,0.0001703021],"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":[0.001187356,0.0007167515,0.05629217,0.001409445,0.008832118,0.00001228046,0.0001209033,9.100888e-7,0.000001700681,0.00000140625,0.9273568,0.004068175],"study_design_scores_gemma":[0.01300162,0.001762209,0.3843215,0.00429842,0.02328699,0.000008632038,0.0001068593,0.00004872895,0.00001372575,0.00009186711,0.5720682,0.0009913428],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"empirical","genre_scores_codex":[0.02310707,0.001524476,0.0003280473,0.0006758054,0.9704089,0.001819235,0.001138507,0.0001573869,0.0008406435],"genre_scores_gemma":[0.5010415,0.0002091022,0.0002008365,0.0009866446,0.4355157,0.0008864688,0.01300444,0.0003901481,0.04776518],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.5348932,"threshold_uncertainty_score":0.9998444,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400892448","doi":"10.4244/aij-d-23-00051","title":"A filling defect during primary percutaneous coronary intervention: is it always a thrombus?","year":2024,"lang":"en","type":"article","venue":"AsiaIntervention","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":"ASTER","funders":"","keywords":"Percutaneous coronary intervention; Thrombus; Medicine; Cardiology; Internal medicine; Percutaneous; Primary (astronomy); Myocardial infarction","authors":[{"name":"G. Jonathan","is_ca":true},{"name":"B Baliga","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0224429567120118,"gpt":0.3040340396231668,"spread":0.281591082911155,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003528385,0.0003167471,0.0003908649,0.0003467218,0.0001664968,0.0001730764,0.0001469532,0.000160632,0.009281571],"category_scores_gemma":[0.00009943651,0.0003087039,0.001953526,0.0003295105,0.00007989741,0.000326272,0.0001565447,0.0004124993,0.0009697473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004321626,"about_ca_system_score_gemma":0.00006016766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000635157,"about_ca_topic_score_gemma":0.00004548759,"domain_scores_codex":[0.9977084,0.00009035261,0.0007772987,0.0006245646,0.0003893357,0.0004099881],"domain_scores_gemma":[0.9990194,0.0001278756,0.0001055978,0.0004470026,0.0001296966,0.0001704256],"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":[0.004147773,0.01149853,0.04613606,0.04540049,0.009969773,0.06009783,0.01153812,0.0001521339,0.04693474,0.009092516,0.1910563,0.5639758],"study_design_scores_gemma":[0.0142508,0.01713922,0.5451744,0.1069118,0.007911284,0.1503285,0.01011033,0.01986723,0.0110797,0.00815635,0.1051937,0.003876706],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9695644,0.008864817,0.007571273,0.002655411,0.001311749,0.0006981212,0.00008620846,0.0005137695,0.008734206],"genre_scores_gemma":[0.9813013,0.0003353824,0.0006651809,0.0003774835,0.0003052578,0.00004513476,0.0003017176,0.00007342548,0.01659508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5600991,"threshold_uncertainty_score":0.9999365,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}