{"meta":{"query_hash":"692b4fac455e","filters":{"venue":"AsiaIntervention"},"cohort_total":6,"direct_labels_cover":0,"predictions_cover":6,"exported":6,"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/692b4fac455e","api":"https://metacan.xera.ac/api/v1/cohort?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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.034626528398478726,"score_gpt":0.3882668209776515,"score_spread":0.35364029257917273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3199328815","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9939761,0.0012967902,0.0034651423,0.00017792298,0.000033044438,0.000009930658,0.000042931115,0.000033860346,0.0009642434],"genre_scores_gemma":[0.9979917,0.0001862551,0.001565344,0.00005066559,0.000014453343,0.0000066606053,0.000020775315,0.000012999509,0.00015120542],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99958044,0.000113064925,0.000046411442,0.00008461439,0.00013681705,0.000038769078],"domain_scores_gemma":[0.99794215,0.0012461296,0.0003616394,0.00018464938,0.000112578164,0.00015283581],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010602338,0.00032278927,0.00029005657,0.00029154983,0.00016752395,0.0008567366,0.00032952192,0.00042502518,0.0022512365],"category_scores_gemma":[0.0028917773,0.00015734052,0.00029130394,0.00011912339,0.0005440242,0.0004853205,0.00029890533,0.00035253272,0.00029600394],"study_design_candidate":"observational","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":[0.003267934,0.00069406355,0.20560627,0.0005938008,0.00016858427,0.0011324417,0.00058315287,0.00548977,0.64859563,0.0009206554,0.000538376,0.13240948],"study_design_scores_gemma":[0.000110738416,0.0038362734,0.7418564,0.00013423612,0.00021405505,0.0034903993,0.00057934754,0.017705867,0.2272905,0.0018193239,0.0028874183,0.000075500124],"about_ca_topic_score_codex":0.00019826056,"about_ca_topic_score_gemma":0.00033834405,"teacher_disagreement_score":0.0022512365,"about_ca_system_score_codex":0.00022113178,"about_ca_system_score_gemma":0.0001960439,"threshold_uncertainty_score":0.007531166},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.017806160576199805,"score_gpt":0.3754139254471976,"score_spread":0.35760776487099777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308983062","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9971433,0.00039135665,0.0005706265,0.00014420944,0.000020883086,0.000051999683,0.00030947124,0.000014234508,0.0013538274],"genre_scores_gemma":[0.9971867,0.00036639217,0.0003504516,0.00018974308,0.000027457565,0.00001718316,0.00041587517,0.00000913932,0.0014369034],"study_design_codex":"observational","study_design_gemma":"case_report","domain_scores_codex":[0.9996177,0.00006576315,0.00004372256,0.000095175994,0.00009019826,0.00008743724],"domain_scores_gemma":[0.99923396,0.00009727838,0.0001044509,0.00010117735,0.00030006832,0.00016301632],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00092666026,0.00059499295,0.00046082525,0.0014390957,0.0010649525,0.00048874144,0.0005104958,0.00059342757,0.0010692527],"category_scores_gemma":[0.0012268276,0.00025709296,0.00040059196,0.0007738619,0.0010647349,0.00038515416,0.00060968345,0.0005006321,0.00025663938],"study_design_candidate":"case_report","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":[0.00026576716,0.00044038668,0.95693904,0.000080818136,0.00010645718,0.01060784,0.003267083,0.000085483494,0.008998967,0.00016120024,0.00096870196,0.018078115],"study_design_scores_gemma":[0.000025145226,0.00084815593,0.9796626,0.00002106576,0.00008070573,0.011952609,0.002071272,0.00033064742,0.0024450114,0.000111935704,0.0024098349,0.000041043622],"about_ca_topic_score_codex":0.024911726,"about_ca_topic_score_gemma":0.019814556,"teacher_disagreement_score":0.024911726,"about_ca_system_score_codex":0.0008765566,"about_ca_system_score_gemma":0.0010279332,"threshold_uncertainty_score":0.049533486},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.026564461496704325,"score_gpt":0.3768377017973894,"score_spread":0.3502732403006851,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309024915","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9898385,0.0012369558,0.00021204959,0.0036871599,0.0001969471,0.000029086237,0.00020424374,0.000010310467,0.0045848475],"genre_scores_gemma":[0.9981382,0.00032675633,0.00023999982,0.0005612393,0.00018649611,0.000015942953,0.0002097856,0.0000042904553,0.0003173855],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985958,0.000340068,0.0001807011,0.00011561495,0.00023671551,0.00053103664],"domain_scores_gemma":[0.993944,0.0012947588,0.0013480718,0.00017680613,0.0005779469,0.002658477],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001121694,0.00026614094,0.00062980835,0.00038872514,0.0011355284,0.0014666672,0.00055795186,0.0009980825,0.004723612],"category_scores_gemma":[0.010708235,0.00014419852,0.001180314,0.00035615196,0.00033906297,0.00077808934,0.001465849,0.0024892408,0.0003053623],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005296294,0.0033987644,0.8966961,0.00026217604,0.0008906207,0.0011005187,0.00088845356,0.0009600461,0.0006692615,0.0006548997,0.0034709044,0.08571209],"study_design_scores_gemma":[0.000097855205,0.0017063054,0.9936732,0.00028546707,0.00018398455,0.0005133796,0.0009567399,0.00064794254,0.000069836926,0.00068801304,0.001136915,0.000040355462],"about_ca_topic_score_codex":0.009118138,"about_ca_topic_score_gemma":0.030015375,"teacher_disagreement_score":0.009118138,"about_ca_system_score_codex":0.0012745819,"about_ca_system_score_gemma":0.003052405,"threshold_uncertainty_score":0.018130124},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.11754386642654126,"score_gpt":0.35058072182089955,"score_spread":0.2330368553943583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309024934","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011309555,0.90830183,0.012329046,0.04020567,0.007943781,0.0042422586,0.004384547,0.00026064247,0.021201268],"genre_scores_gemma":[0.012156108,0.8914757,0.060366027,0.013774642,0.0019811483,0.005527082,0.0071835867,0.00010143967,0.0074342615],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98764414,0.0031248722,0.005216563,0.0007047803,0.0029388873,0.00037075946],"domain_scores_gemma":[0.97946393,0.006866394,0.0034095966,0.000492549,0.009213653,0.00055390655],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.018630989,0.0014384538,0.0042806836,0.007307726,0.0009043386,0.003772918,0.0057105813,0.0039215493,0.006740429],"category_scores_gemma":[0.029150302,0.0008258334,0.005750233,0.0052449135,0.0010319857,0.002361328,0.0026696168,0.0036603403,0.0037670615],"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":[0.00026653797,0.00015948087,0.0009171427,0.14247176,0.00095105823,0.00042092273,0.00059736136,0.0013519378,0.0008056515,0.00910661,0.2206828,0.62226874],"study_design_scores_gemma":[0.0004169707,0.00019190321,0.0034072406,0.25696784,0.002737513,0.0013582304,0.00039060725,0.0005803514,0.0008191541,0.0051288954,0.7278694,0.0001318847],"about_ca_topic_score_codex":0.0063174767,"about_ca_topic_score_gemma":0.008342375,"teacher_disagreement_score":0.018630989,"about_ca_system_score_codex":0.0034303048,"about_ca_system_score_gemma":0.018960519,"threshold_uncertainty_score":0.098531306},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.007717634698879351,"score_gpt":0.3244505391026907,"score_spread":0.31673290440381136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311027585","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000036338904,0.018217668,0.00006269675,0.06234625,0.91838735,0.000010703954,0.000096124975,0.000028561115,0.0008142584],"genre_scores_gemma":[0.00026010931,0.010380815,0.000044337765,0.022080615,0.96570355,0.0000135395985,0.000036731402,0.000018145496,0.0014622419],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9920562,0.0018837472,0.0016047767,0.00086081494,0.0030425414,0.00055189704],"domain_scores_gemma":[0.9343032,0.042908136,0.003250768,0.0010397711,0.014040814,0.0044573084],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015558854,0.003825352,0.007216604,0.004453983,0.0029290842,0.009143345,0.004744954,0.021304138,0.012535165],"category_scores_gemma":[0.048590284,0.0013520909,0.0039531104,0.0030774975,0.0027816882,0.006393259,0.002259988,0.029117031,0.0061941314],"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":[0.0000783374,0.000016974482,0.000056662655,0.00084760744,0.00010213938,0.00006191115,0.000017967017,0.000020807349,0.000022382117,0.00031758708,0.988897,0.009560552],"study_design_scores_gemma":[0.0005879926,0.00012684001,0.0017226454,0.00688979,0.0010501011,0.00038581577,0.0002123968,0.00039205447,0.00013425651,0.0045892983,0.9838112,0.00009770639],"about_ca_topic_score_codex":0.0030163114,"about_ca_topic_score_gemma":0.008345236,"teacher_disagreement_score":0.021304138,"about_ca_system_score_codex":0.0037071614,"about_ca_system_score_gemma":0.0050410116,"threshold_uncertainty_score":0.08228409},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ASTER","funders":"","keywords":"Percutaneous coronary intervention; Thrombus; Medicine; Cardiology; Internal medicine; Percutaneous; Primary (astronomy); Myocardial infarction","score_opus":0.022442956712011797,"score_gpt":0.30403403962316683,"score_spread":0.28159108291115503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400892448","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78954935,0.08929711,0.012579638,0.066245414,0.0043932465,0.00025308694,0.00046112027,0.0004320491,0.036789067],"genre_scores_gemma":[0.9724448,0.011064649,0.0020325244,0.004407362,0.008387791,0.000022773733,0.00014504396,0.00004415945,0.0014509467],"study_design_codex":"case_report","study_design_gemma":"case_report","domain_scores_codex":[0.9987037,0.00020043652,0.00020884002,0.0002219104,0.0003885074,0.00027665013],"domain_scores_gemma":[0.9918109,0.004195732,0.0019752248,0.00047563485,0.0006681669,0.00087433093],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015148708,0.00078811875,0.0009775967,0.0017369922,0.0007941131,0.0016913321,0.0010402129,0.007891667,0.0036980042],"category_scores_gemma":[0.017821483,0.000642047,0.0004523327,0.0008967876,0.0018830264,0.0034024331,0.00035577305,0.0021947578,0.0017755319],"study_design_candidate":"case_report","study_design_consensus":"case_report","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008099098,0.00013189275,0.14449362,0.00051149493,0.0001084583,0.7908018,0.00057245727,0.0002178656,0.0032222578,0.002017,0.010190989,0.04692221],"study_design_scores_gemma":[0.00007058576,0.0002475886,0.037222553,0.000603438,0.00011155266,0.9511626,0.00084176223,0.00094303075,0.00127251,0.0022008403,0.0052682543,0.000055392517],"about_ca_topic_score_codex":0.0011192237,"about_ca_topic_score_gemma":0.0011735254,"teacher_disagreement_score":0.007891667,"about_ca_system_score_codex":0.00055571616,"about_ca_system_score_gemma":0.0006339931,"threshold_uncertainty_score":0.012371004},"labels":[],"label_agreement":null}]}