{"meta":{"query_hash":"9b9c0a5c8df5","filters":{"venue":"Interventional Cardiology"},"cohort_total":7,"direct_labels_cover":0,"predictions_cover":7,"exported":7,"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/9b9c0a5c8df5","api":"https://metacan.xera.ac/api/v1/cohort?venue=Interventional+Cardiology"},"results":[{"id":"W2122608434","doi":"10.2217/ica.12.81","title":"Mechanical heart valve thrombosis and novel oral anticoagulants: a word of caution","year":2013,"lang":"en","type":"article","venue":"Interventional Cardiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Thrombosis; Cardiology; Mechanical heart-valve; Internal medicine; Rivaroxaban; Heart valve; Atrial fibrillation; Warfarin","score_opus":0.13581471971018602,"score_gpt":0.3861652625031087,"score_spread":0.2503505427929227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2122608434","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0019404921,0.15398945,0.00211891,0.75539285,0.08405572,0.000053871412,0.00013981685,0.00019921943,0.0021097255],"genre_scores_gemma":[0.015975457,0.10097107,0.0062981113,0.6551215,0.21325924,0.00017379985,0.000107978296,0.0001282713,0.007964597],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98628265,0.0048971255,0.003814949,0.0011868604,0.0034632273,0.00035518274],"domain_scores_gemma":[0.9180675,0.055259608,0.0021180452,0.004389466,0.018002875,0.0021624619],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.022547936,0.001774893,0.0059979185,0.001736263,0.0024740018,0.0071221334,0.0060973424,0.019279668,0.004090627],"category_scores_gemma":[0.03972903,0.0007835388,0.0032377786,0.001237223,0.008188634,0.012497381,0.0025897634,0.044513114,0.0042250245],"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":[0.00093620346,0.00027346518,0.0033124068,0.0051027914,0.00094597164,0.0052726273,0.0017956526,0.00028210363,0.0021432056,0.011721655,0.8014784,0.16673556],"study_design_scores_gemma":[0.0002971858,0.0005257348,0.0031865553,0.0067723086,0.0005353494,0.008147222,0.0030112544,0.00071501563,0.00079196057,0.03737194,0.93835735,0.0002880407],"about_ca_topic_score_codex":0.0027031077,"about_ca_topic_score_gemma":0.005952248,"teacher_disagreement_score":0.022547936,"about_ca_system_score_codex":0.0016624279,"about_ca_system_score_gemma":0.0030442744,"threshold_uncertainty_score":0.119246304},"labels":[],"label_agreement":null},{"id":"W2205160139","doi":"10.2217/ica.15.8","title":"Review of anticoagulation options for mechanical valve prosthesis","year":2015,"lang":"en","type":"article","venue":"Interventional Cardiology","topic":"Atrial Fibrillation Management and Outcomes","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 Ottawa","funders":"","keywords":"Medicine; Mechanical valve; Mechanical heart-valve; Cardiology; Prosthesis; Internal medicine; Intensive care medicine; Surgery; Heart valve","score_opus":0.21871929828352857,"score_gpt":0.43244627124409796,"score_spread":0.2137269729605694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2205160139","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":[0.000059362173,0.9986879,0.0000572271,0.00038769926,0.00022671887,0.0000058045503,0.000023925546,0.0000028952716,0.0005484279],"genre_scores_gemma":[0.00044054084,0.9983575,0.00017031969,0.00038358147,0.0003579905,0.000008112032,0.000044373086,0.0000013606083,0.00023630676],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992593,0.00016099494,0.00024311645,0.00008814799,0.00021709368,0.00003136728],"domain_scores_gemma":[0.9974656,0.0016327362,0.0003839721,0.000039687784,0.00039309237,0.00008491164],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010409039,0.0009395964,0.0020496908,0.0045093345,0.0003654057,0.0012297021,0.0013623986,0.0012923115,0.007905608],"category_scores_gemma":[0.0032882516,0.0003780844,0.0013748889,0.004309034,0.00047928715,0.0015211622,0.00054613565,0.0015113702,0.001973348],"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":[0.00010802382,0.000064626925,0.00031451043,0.07663981,0.00032215065,0.00034930726,0.00007393329,0.0002736324,0.0003551801,0.0015885046,0.06722911,0.8526812],"study_design_scores_gemma":[0.00006239008,0.00014714696,0.0025148564,0.090750985,0.0009981266,0.0041246903,0.00010540076,0.00013360295,0.0002108561,0.002107822,0.89880383,0.00004025353],"about_ca_topic_score_codex":0.0019126084,"about_ca_topic_score_gemma":0.0040568956,"teacher_disagreement_score":0.007905608,"about_ca_system_score_codex":0.0008613244,"about_ca_system_score_gemma":0.0019476773,"threshold_uncertainty_score":0.026446879},"labels":[],"label_agreement":null},{"id":"W2532636304","doi":"10.4172/interventional-cardiology.1000535","title":"Vasovagal syncope in 2016: the current state of the faint","year":2016,"lang":"en","type":"article","venue":"Interventional Cardiology","topic":"Cardiovascular Syncope and Autonomic Disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Libin Cardiovascular Institute of Alberta; University of Calgary","funders":"","keywords":"Medicine; Vasovagal syncope; Syncope (phonology); Cardiology; Internal medicine; Current (fluid)","score_opus":0.014390884534066893,"score_gpt":0.2747085443166255,"score_spread":0.2603176597825586,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2532636304","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":[0.013330733,0.57409793,0.0060689813,0.31728876,0.049838237,0.000106340674,0.004544425,0.00028901597,0.034435548],"genre_scores_gemma":[0.12359128,0.7179454,0.0071459683,0.07190764,0.06336584,0.00026465624,0.008899069,0.00018959024,0.006690595],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968359,0.00048272463,0.0011853052,0.00038461856,0.00080241926,0.00030901548],"domain_scores_gemma":[0.9840222,0.0050895466,0.002857652,0.00040256328,0.0057981084,0.0018299369],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0063465396,0.0005609444,0.0011894193,0.0026576638,0.0009917516,0.0043008886,0.001319761,0.0022376678,0.0049341186],"category_scores_gemma":[0.020603089,0.00019616655,0.0009163988,0.00246467,0.001640554,0.0059022577,0.002879913,0.005397149,0.0013749871],"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":[0.00038914898,0.00010031461,0.025418682,0.0053594834,0.000109922796,0.00051182683,0.0013894994,0.0006530676,0.00041954184,0.028006885,0.28460288,0.65303874],"study_design_scores_gemma":[0.00005469983,0.00026142833,0.07695643,0.026110094,0.00023658296,0.0027696188,0.0069778375,0.00097116065,0.00052457576,0.022689441,0.8622572,0.00019090934],"about_ca_topic_score_codex":0.00853331,"about_ca_topic_score_gemma":0.012829847,"teacher_disagreement_score":0.00853331,"about_ca_system_score_codex":0.0032400046,"about_ca_system_score_gemma":0.005535852,"threshold_uncertainty_score":0.03356409},"labels":[],"label_agreement":null},{"id":"W2998189850","doi":"10.1136/heartjnl-2019-bcs.69","title":"71 Outcome in patients undergoing high-risk pci using impella circulatory support - 10 year experience","year":2019,"lang":"en","type":"article","venue":"Interventional Cardiology","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":2,"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; Impella; Conventional PCI; Cardiogenic shock; Percutaneous coronary intervention; Internal medicine; Cardiology; Canadian Cardiovascular Society; Angina; Coronary artery disease; Ejection fraction; Heart failure; Revascularization; Myocardial infarction","score_opus":0.024874381582121043,"score_gpt":0.30530701777242963,"score_spread":0.2804326361903086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2998189850","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":[0.99952126,0.000068243244,0.00002688097,0.000027899747,0.000006161533,0.000007021923,0.000100576304,0.0000015036001,0.00024049287],"genre_scores_gemma":[0.9995302,0.00006412732,0.000025868278,0.000040331855,0.000012452901,0.00000692542,0.00023421504,6.7137466e-7,0.000085165724],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9997576,0.000036469002,0.000024526946,0.000041953117,0.0000406769,0.000098813245],"domain_scores_gemma":[0.99931276,0.000056491266,0.00023060627,0.00003270449,0.000065954344,0.00030137945],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004267486,0.0001828904,0.00025033136,0.0003808119,0.00043117686,0.0005968892,0.00019809521,0.00039534466,0.0010368674],"category_scores_gemma":[0.0008953665,0.00014427678,0.0004758135,0.00041926905,0.0002550254,0.00042456455,0.00048802714,0.0005653258,0.00023268771],"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":[0.0002029855,0.00014483815,0.99713993,0.000008582018,0.000031940664,0.0004167382,0.00015737212,0.00004836392,0.00014075219,0.000012781377,0.00020140335,0.00149442],"study_design_scores_gemma":[0.000017701392,0.00064669945,0.99767154,0.00000870706,0.00001907466,0.0007992671,0.00038775164,0.00014485623,0.000059136797,0.000021030466,0.00021433059,0.0000100128145],"about_ca_topic_score_codex":0.0031484268,"about_ca_topic_score_gemma":0.004095008,"teacher_disagreement_score":0.0031484268,"about_ca_system_score_codex":0.00050307845,"about_ca_system_score_gemma":0.00041259316,"threshold_uncertainty_score":0.0062602162},"labels":[],"label_agreement":null},{"id":"W3022425679","doi":"10.1136/heartjnl-2018-bcs.61","title":"61 Reliability of cardiac output measurements during catheterisation: comparison of various commonly used formulae calculating assumed oxygen consumption","year":2018,"lang":"en","type":"article","venue":"Interventional Cardiology","topic":"Hemodynamic Monitoring and Therapy","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 Manitoba; St. Boniface Hospital; Toronto General Hospital","funders":"","keywords":"Medicine; Population; Cardiac catheterization; Consumption (sociology); Reproducibility; Firth; Reliability (semiconductor); Cardiology; Statistics; Mathematics","score_opus":0.09644130508433907,"score_gpt":0.37456077919438036,"score_spread":0.2781194741100413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3022425679","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":[0.97921115,0.005017834,0.011767639,0.00019519433,0.00024820946,0.00013333114,0.000641691,0.00010852272,0.0026765186],"genre_scores_gemma":[0.99468815,0.0005362668,0.0039062246,0.00009083413,0.000070572016,0.00007502279,0.00042308075,0.000022409558,0.00018748357],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.982064,0.0088919485,0.0020320106,0.002365948,0.0042232363,0.00042291285],"domain_scores_gemma":[0.9303947,0.047454342,0.008846337,0.003937861,0.008744959,0.0006218189],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.016137905,0.00059066113,0.0006293257,0.0015240366,0.00032395092,0.0014273953,0.0011424398,0.0010815334,0.0007270555],"category_scores_gemma":[0.06651576,0.00035579613,0.0006576806,0.0014030734,0.001004059,0.0009044631,0.0010529797,0.0005294411,0.00056298],"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":[0.0028976558,0.000119699704,0.9366845,0.00044553392,0.00058887136,0.00015305125,0.0016814402,0.0010456964,0.0028463486,0.0002886245,0.00068542256,0.052563265],"study_design_scores_gemma":[0.00012269,0.0030282445,0.9761144,0.00030310167,0.0005601825,0.0008691038,0.0010645264,0.009642013,0.0045646857,0.0005181575,0.0031302795,0.00008266038],"about_ca_topic_score_codex":0.0026670888,"about_ca_topic_score_gemma":0.002355176,"teacher_disagreement_score":0.016137905,"about_ca_system_score_codex":0.00064501696,"about_ca_system_score_gemma":0.00055324537,"threshold_uncertainty_score":0.08534646},"labels":[],"label_agreement":null},{"id":"W3115565358","doi":"10.37532/1755-5310.2020.12(s1).11-13","title":"Successful catheter ablation of atrial fibrillation from superior venous approach","year":2020,"lang":"en","type":"article","venue":"Interventional Cardiology","topic":"Cardiac Arrhythmias and Treatments","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; Coronary sinus; Fluoroscopy; Ablation; Atrial fibrillation; Pulmonary vein; Catheter; Cardiology; Internal jugular vein; Internal medicine; Catheter ablation; Balloon; Radiology; Surgery","score_opus":0.02988334804591499,"score_gpt":0.2855439385333451,"score_spread":0.2556605904874301,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3115565358","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":[0.9616399,0.0061977413,0.02159825,0.00083287014,0.00017688492,0.00005046227,0.00012185794,0.00033068142,0.009051335],"genre_scores_gemma":[0.99614465,0.00071672513,0.0022836511,0.00019580101,0.00015740842,0.000009112076,0.00007674394,0.00002398685,0.00039189454],"study_design_codex":"case_report","study_design_gemma":"case_report","domain_scores_codex":[0.999765,0.0000408919,0.00002470929,0.000047708094,0.00006453742,0.00005720916],"domain_scores_gemma":[0.9994266,0.0001846435,0.00012930937,0.00011583249,0.000039198538,0.00010443019],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027836754,0.00040455535,0.00034419712,0.00034151116,0.00027874095,0.0004155271,0.00025060095,0.00050073594,0.00097261573],"category_scores_gemma":[0.0016551545,0.00012545421,0.00042145976,0.00018051462,0.00058721827,0.00029336556,0.0003727617,0.0007412332,0.00048203024],"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":[0.0005417521,0.0001586892,0.2537575,0.00039307057,0.00021116783,0.43653572,0.0007106825,0.0013630931,0.11808653,0.0012062214,0.0035946306,0.18344097],"study_design_scores_gemma":[0.00007347102,0.00064055837,0.050246004,0.00006881011,0.00007805049,0.9241418,0.00007105264,0.0029524923,0.014897618,0.00052514835,0.0062893433,0.0000156105],"about_ca_topic_score_codex":0.0003057725,"about_ca_topic_score_gemma":0.00048078276,"teacher_disagreement_score":0.00097261573,"about_ca_system_score_codex":0.00019617667,"about_ca_system_score_gemma":0.0003227816,"threshold_uncertainty_score":0.003253758},"labels":[],"label_agreement":null},{"id":"W4212869331","doi":"10.5772/intechopen.69059","title":"Cardiogenic Shock","year":2017,"lang":"en","type":"book-chapter","venue":"Interventional Cardiology","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Aurora Research Institute","keywords":"Cardiogenic shock; Medicine; Cardiology; Fulminant; Myocardial infarction; Acute coronary syndrome; Myocarditis; Internal medicine; Shock (circulatory); Cardiomyopathy; Heart failure; Etiology; Intensive care medicine","score_opus":0.03398817861487608,"score_gpt":0.258055493935879,"score_spread":0.22406731532100294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4212869331","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0038033954,0.36577076,0.011930924,0.013025795,0.020050403,0.00020933144,0.0011503693,0.00087572256,0.5831832],"genre_scores_gemma":[0.02319881,0.23400533,0.008935744,0.01432487,0.007885424,0.00017475768,0.0013683663,0.00032464543,0.70978206],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99983907,0.000025132435,0.000010937597,0.000024322466,0.00008251098,0.000017985714],"domain_scores_gemma":[0.9998641,0.000045314173,0.000012130199,0.000008694191,0.000048760663,0.000020918807],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018112427,0.0005866871,0.00046613324,0.0006506137,0.0005501678,0.0016883975,0.0005447862,0.0009882273,0.037969146],"category_scores_gemma":[0.0006138357,0.0001309365,0.00035183667,0.0005534693,0.00045010273,0.0011933425,0.0010247949,0.0019513884,0.018820442],"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":[0.000039271996,0.000059111433,0.0002418074,0.0011827634,0.000016277054,0.00084067584,0.0004542389,0.00018542819,0.0028108459,0.038228873,0.5186951,0.4372456],"study_design_scores_gemma":[0.0000042838433,0.00001827314,0.00022620884,0.0004224812,0.000004429668,0.0026152586,0.00006124166,0.00005029335,0.0003515966,0.0052005467,0.99103844,0.000007017906],"about_ca_topic_score_codex":0.0004546233,"about_ca_topic_score_gemma":0.0008385945,"teacher_disagreement_score":0.037969146,"about_ca_system_score_codex":0.00054146553,"about_ca_system_score_gemma":0.00057789835,"threshold_uncertainty_score":0.1270194},"labels":[],"label_agreement":null}]}