{"meta":{"query_hash":"4fa43b1e21e5","filters":{"venue":"US Cardiology Review"},"cohort_total":11,"direct_labels_cover":0,"predictions_cover":11,"exported":11,"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/4fa43b1e21e5","api":"https://metacan.xera.ac/api/v1/cohort?venue=US+Cardiology+Review"},"results":[{"id":"W2905015041","doi":"10.15420/usc.2012.9.2.86","title":"Gazing through the Crystal Ball of Science—Cardiovascular Disease in 2100","year":2012,"lang":"en","type":"article","venue":"US Cardiology Review","topic":"Cardiomyopathy and Myosin Studies","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":"McGill University","funders":"National Institutes of Health; New York State Stem Cell Science","keywords":"Precision medicine; Cardiac resynchronization therapy; Disease; Personalized medicine; Medicine; Regenerative medicine; Intensive care medicine; Heart failure; Bioinformatics; Internal medicine; Pathology; Biology; Stem cell","score_opus":0.03771182918967891,"score_gpt":0.3085064059289005,"score_spread":0.2707945767392216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2905015041","genre_codex":"review","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00031863636,0.9729751,0.0001334063,0.01871713,0.0052195373,0.0000018715594,0.0000052323903,0.0000044692733,0.0026246295],"genre_scores_gemma":[0.004820954,0.95839804,0.0004084781,0.019201474,0.013812259,0.000007061214,0.000012457564,0.00000549234,0.003333677],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99958664,0.00013390009,0.000044075376,0.00006910567,0.00013231576,0.00003397213],"domain_scores_gemma":[0.9990307,0.00047254653,0.00006494036,0.000025383279,0.0002446849,0.00016172699],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015961735,0.00045033748,0.00076362945,0.0019178368,0.00094993954,0.0016740797,0.00042582225,0.0027595467,0.002581323],"category_scores_gemma":[0.0016718099,0.00016023398,0.00024768847,0.0013533534,0.0025785656,0.0032199917,0.0010563532,0.0029680678,0.0012371701],"study_design_candidate":"theoretical_or_conceptual","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":[0.0001566793,0.00010219634,0.001243229,0.0033480653,0.00006249604,0.0006813509,0.0009675022,0.0001468197,0.0019657922,0.09076304,0.30848283,0.59208006],"study_design_scores_gemma":[0.000009938372,0.00008388121,0.0010717291,0.00150327,0.0000145581835,0.0010730202,0.00041165447,0.00002915734,0.00013712906,0.012877349,0.9827747,0.000013479767],"about_ca_topic_score_codex":0.0016583863,"about_ca_topic_score_gemma":0.0033937774,"teacher_disagreement_score":0.0027595467,"about_ca_system_score_codex":0.0016923904,"about_ca_system_score_gemma":0.0017648225,"threshold_uncertainty_score":0.012279153},"labels":[],"label_agreement":null},{"id":"W2921258114","doi":"10.15420/usc.2012.9.2.105","title":"Enhancing the Quality of Left Ventricular Ejection Fraction Assessment by Echocardiography","year":2012,"lang":"en","type":"article","venue":"US Cardiology Review","topic":"Cardiac Imaging 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":"Queen's University","funders":"","keywords":"Ejection fraction; Medicine; Cardiology; Internal medicine; Speckle tracking echocardiography; Quality assessment; Radiology; External quality assessment; Heart failure; Pathology","score_opus":0.020933098485706857,"score_gpt":0.3550488322529795,"score_spread":0.33411573376727266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2921258114","genre_codex":"review","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.045200773,0.92330414,0.018188717,0.0034900552,0.0005326555,0.00007347986,0.00006980407,0.00013246608,0.0090079],"genre_scores_gemma":[0.17450581,0.78439325,0.034973107,0.0014984182,0.0020384637,0.000061162806,0.00014443413,0.000041145202,0.0023442467],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982395,0.00075305265,0.0001732885,0.00013285008,0.00062742626,0.00007381672],"domain_scores_gemma":[0.99568605,0.0023172733,0.0005745229,0.00009728945,0.0012194263,0.00010545312],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004332868,0.0004375039,0.0010266942,0.0018341541,0.00010764222,0.0010665786,0.0006504122,0.00087466306,0.0009388882],"category_scores_gemma":[0.006848638,0.00012346885,0.0003088382,0.0008009921,0.0005058894,0.0009657191,0.0005020866,0.00064175547,0.0005528495],"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":[0.00016176728,0.00013553104,0.020120787,0.0036034782,0.00011782397,0.0009209653,0.00025657486,0.0003053945,0.01924672,0.0009950584,0.004248017,0.9498879],"study_design_scores_gemma":[0.0002610144,0.0047234064,0.447667,0.0122604435,0.0016109294,0.07199859,0.0018669419,0.004428331,0.0701566,0.007898675,0.37678748,0.00034068152],"about_ca_topic_score_codex":0.0009354081,"about_ca_topic_score_gemma":0.0008208878,"teacher_disagreement_score":0.004332868,"about_ca_system_score_codex":0.00032789676,"about_ca_system_score_gemma":0.00058571325,"threshold_uncertainty_score":0.022914708},"labels":[],"label_agreement":null},{"id":"W2921739884","doi":"10.15420/usc.2012.9.1.40","title":"Enhancing the Quality of Left Ventricular Ejection Fraction Assessment by Echocardiography","year":2012,"lang":"en","type":"article","venue":"US Cardiology Review","topic":"Cardiac Imaging 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":"Queen's University","funders":"","keywords":"Ejection fraction; Medicine; Cardiology; Internal medicine; Speckle tracking echocardiography; Quality assessment; Radiology; External quality assessment; Heart failure; Pathology","score_opus":0.020933098485706857,"score_gpt":0.3550488322529795,"score_spread":0.33411573376727266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2921739884","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.045200773,0.92330414,0.018188717,0.0034900552,0.0005326555,0.00007347986,0.00006980407,0.00013246608,0.0090079],"genre_scores_gemma":[0.17450581,0.78439325,0.034973107,0.0014984182,0.0020384637,0.000061162806,0.00014443413,0.000041145202,0.0023442467],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9982395,0.00075305265,0.0001732885,0.00013285008,0.00062742626,0.00007381672],"domain_scores_gemma":[0.99568605,0.0023172733,0.0005745229,0.00009728945,0.0012194263,0.00010545312],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004332868,0.0004375039,0.0010266942,0.0018341541,0.00010764222,0.0010665786,0.0006504122,0.00087466306,0.0009388882],"category_scores_gemma":[0.006848638,0.00012346885,0.0003088382,0.0008009921,0.0005058894,0.0009657191,0.0005020866,0.00064175547,0.0005528495],"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":[0.00016176728,0.00013553104,0.020120787,0.0036034782,0.00011782397,0.0009209653,0.00025657486,0.0003053945,0.01924672,0.0009950584,0.004248017,0.9498879],"study_design_scores_gemma":[0.0002610144,0.0047234064,0.447667,0.0122604435,0.0016109294,0.07199859,0.0018669419,0.004428331,0.0701566,0.007898675,0.37678748,0.00034068152],"about_ca_topic_score_codex":0.0009354081,"about_ca_topic_score_gemma":0.0008208878,"teacher_disagreement_score":0.004332868,"about_ca_system_score_codex":0.00032789676,"about_ca_system_score_gemma":0.00058571325,"threshold_uncertainty_score":0.022914708},"labels":[],"label_agreement":null},{"id":"W2923847733","doi":"10.15420/usc.2018.20.1","title":"Transcatheter Edge-to-edge Repair of Severe Tricuspid Regurgitation","year":2019,"lang":"en","type":"article","venue":"US Cardiology Review","topic":"Cardiac Valve Diseases and Treatments","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":"St. Michael's Hospital","funders":"","keywords":"Medicine; Regurgitation (circulation); Mitral regurgitation; Percutaneous; Surgery; Cardiology","score_opus":0.014894493300237472,"score_gpt":0.3258723511304129,"score_spread":0.31097785783017545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2923847733","genre_codex":"review","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00042741062,0.99880147,0.000100845384,0.00013168219,0.000069494025,0.0000025460006,0.0000066640523,0.0000033980473,0.00045653922],"genre_scores_gemma":[0.0025993844,0.9964959,0.0003235964,0.00015584048,0.00019879486,0.0000028335587,0.000018398681,0.0000010651951,0.0002041407],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99985385,0.000026654308,0.000041403968,0.00002428838,0.000039404236,0.000014418523],"domain_scores_gemma":[0.999775,0.00013080872,0.000047073358,0.0000047709823,0.000027419417,0.000014921589],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039815996,0.0003100336,0.00077515864,0.0016404064,0.00013913355,0.00052261597,0.00030287667,0.000494361,0.0014867767],"category_scores_gemma":[0.0005045836,0.00009200775,0.0005243811,0.0009809143,0.00018655758,0.0005272356,0.00026447175,0.00065151375,0.00042683282],"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":[0.00010026299,0.00007255705,0.00067694974,0.021383965,0.00025395906,0.0005162275,0.000052490803,0.0001371281,0.0026936538,0.0012519882,0.008454273,0.96440655],"study_design_scores_gemma":[0.0001012828,0.0009305776,0.021171954,0.02442631,0.0017795421,0.025802275,0.00027657047,0.0003765234,0.0031889507,0.0031915645,0.9186917,0.00006281401],"about_ca_topic_score_codex":0.00034015812,"about_ca_topic_score_gemma":0.0006692701,"teacher_disagreement_score":0.0016404064,"about_ca_system_score_codex":0.00015129505,"about_ca_system_score_gemma":0.00050941645,"threshold_uncertainty_score":0.004973769},"labels":[],"label_agreement":null},{"id":"W2924791235","doi":"10.15420/usc.2018.16.1","title":"Role of High-sensitivity Cardiac Troponin in Acute Coronary Syndrome","year":2019,"lang":"en","type":"article","venue":"US Cardiology Review","topic":"Acute Myocardial Infarction Research","field":"Medicine","cited_by":6,"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":"Acute coronary syndrome; Medicine; Chest pain; Troponin; Emergency department; Internal medicine; Cardiology; Biomarker; Intensive care medicine; Emergency medicine; Myocardial infarction","score_opus":0.012902959190314846,"score_gpt":0.29492950600671913,"score_spread":0.28202654681640427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2924791235","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":[0.00037929794,0.99746096,0.000085706175,0.0011477004,0.00020075339,0.0000035983676,0.000013132516,0.0000017590712,0.000707076],"genre_scores_gemma":[0.008767849,0.9889324,0.00034370754,0.0008842849,0.0008923227,0.000009102901,0.00003063718,0.0000017649286,0.00013793366],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9978587,0.0007809741,0.00050094316,0.00021155874,0.000580748,0.00006713401],"domain_scores_gemma":[0.9936459,0.0038655999,0.0008992864,0.00007058687,0.0013783022,0.00014031734],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0042215893,0.0005503721,0.0013719264,0.0029014123,0.00025411448,0.0016235699,0.0008066284,0.0011688871,0.0010881335],"category_scores_gemma":[0.008703737,0.00020296278,0.0008539687,0.0022219634,0.00077151816,0.0014633406,0.0005277417,0.0018270288,0.0003964799],"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":[0.00028009232,0.00010097864,0.010785729,0.039713934,0.000877811,0.00091844477,0.00039364764,0.00034536605,0.00072982296,0.0050895098,0.026474327,0.91429037],"study_design_scores_gemma":[0.0002354307,0.0007297432,0.068185344,0.122231945,0.0034217075,0.01793381,0.001414009,0.00094284705,0.0014479237,0.011316404,0.7719385,0.00020237452],"about_ca_topic_score_codex":0.0020876226,"about_ca_topic_score_gemma":0.0030609958,"teacher_disagreement_score":0.0042215893,"about_ca_system_score_codex":0.0007125886,"about_ca_system_score_gemma":0.0025080265,"threshold_uncertainty_score":0.022326171},"labels":[],"label_agreement":null},{"id":"W4200599182","doi":"10.15420/usc.2021.17","title":"Mixed-Valve Disease: Management of Patients with Aortic Stenosis and Mitral Regurgitation: Thresholds for Surgery Versus Percutaneous Therapies","year":2021,"lang":"en","type":"review","venue":"US Cardiology Review","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Stenosis; Cardiology; Mitral regurgitation; Percutaneous; Internal medicine; Concomitant; Regurgitation (circulation); Valve replacement; valvular heart disease; Surgery; Aortic valve stenosis; Radiology","score_opus":0.04899618317555371,"score_gpt":0.3520121222154746,"score_spread":0.3030159390399209,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200599182","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":[0.00014979587,0.99907184,0.00003330453,0.0002980246,0.00008823497,0.0000038012213,0.000008856776,0.0000013946301,0.00034467017],"genre_scores_gemma":[0.002049555,0.9970611,0.00021891548,0.0003172493,0.00020446892,0.000007774887,0.000025888035,8.055409e-7,0.00011424177],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996654,0.00010100145,0.00009137609,0.000042539446,0.00007960257,0.000020073621],"domain_scores_gemma":[0.9994185,0.00035570827,0.00012540321,0.000006111218,0.00006814336,0.000026049489],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007449087,0.00051116094,0.0014255464,0.0014264623,0.00020225688,0.0009186022,0.00059752614,0.00087477313,0.0025818606],"category_scores_gemma":[0.0016522943,0.00014098307,0.00075766834,0.0009606947,0.00024038558,0.0006979237,0.00041763452,0.0009775432,0.0005110248],"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":[0.00022160239,0.00009200615,0.00068577076,0.05662798,0.00049049594,0.00024659274,0.0000754054,0.00020219678,0.000502081,0.0019605556,0.014351245,0.92454404],"study_design_scores_gemma":[0.00041291985,0.0008868331,0.0132238595,0.17543647,0.0041971225,0.0097269695,0.00060151686,0.0005175832,0.00066807616,0.005776578,0.7884413,0.000110767],"about_ca_topic_score_codex":0.0007986238,"about_ca_topic_score_gemma":0.002186994,"teacher_disagreement_score":0.0025818606,"about_ca_system_score_codex":0.00036326025,"about_ca_system_score_gemma":0.00093372556,"threshold_uncertainty_score":0.00863719},"labels":[],"label_agreement":null},{"id":"W4220709188","doi":"10.15420/usc.2021.18","title":"Redo-Transcatheter Aortic Valve Replacement: Strategies When the First Transcatheter Aortic Valve Replacement Fails","year":2022,"lang":"en","type":"review","venue":"US Cardiology Review","topic":"Cardiac Valve Diseases and Treatments","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":"Montreal Heart Institute","funders":"","keywords":"Valve replacement; Medicine; valvular heart disease; Cardiology; Stenosis; Internal medicine; Life expectancy; Aortic valve stenosis; Aortic valve; Surgery; Population","score_opus":0.041566015083826104,"score_gpt":0.35447395361306283,"score_spread":0.3129079385292367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220709188","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":[0.0001722912,0.99745995,0.00012577667,0.0006867287,0.00024419467,0.0000069516036,0.000025745294,0.0000064407195,0.001271979],"genre_scores_gemma":[0.0011903296,0.99751234,0.00025622448,0.00044526046,0.0002227172,0.000006477612,0.000040582683,0.000001552557,0.00032466286],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.999816,0.000044011093,0.000040222913,0.000026902082,0.000057728535,0.00001531268],"domain_scores_gemma":[0.9996092,0.00020018421,0.00007263327,0.000008612866,0.0000846161,0.000024809846],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005223829,0.000503665,0.0008737709,0.0020474633,0.00024679577,0.00093315553,0.0004997415,0.0007296733,0.004323315],"category_scores_gemma":[0.0011491578,0.0001258262,0.0006992252,0.0010950889,0.00024345118,0.0009038196,0.0004586573,0.001092638,0.0014222336],"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":[0.00006580484,0.00007611367,0.00045858358,0.027067814,0.00021572133,0.00034404546,0.00008129983,0.0001685695,0.00069212494,0.003382533,0.037492156,0.9299551],"study_design_scores_gemma":[0.000041404106,0.00015370235,0.0021569557,0.022058101,0.0005958727,0.003721096,0.0001519502,0.00013092256,0.0003295883,0.002451253,0.96818215,0.000027021677],"about_ca_topic_score_codex":0.000802126,"about_ca_topic_score_gemma":0.002428055,"teacher_disagreement_score":0.004323315,"about_ca_system_score_codex":0.0003385047,"about_ca_system_score_gemma":0.001066923,"threshold_uncertainty_score":0.014462888},"labels":[],"label_agreement":null},{"id":"W4225128769","doi":"10.15420/usc.2021.34","title":"Contemporary Review of Hemodynamic Monitoring in the Critical Care Setting","year":2022,"lang":"en","type":"review","venue":"US Cardiology Review","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact; McMaster University; Population Health Research Institute","funders":"Abiomed","keywords":"Cardiogenic shock; Modalities; Pulmonary artery catheter; Medicine; Intensive care medicine; Hemodynamics; Gold standard (test); Intensive care unit; Critically ill; Intensive care; Shock (circulatory); Cardiology; Radiology; Cardiac output","score_opus":0.09865794503916234,"score_gpt":0.4274530327042924,"score_spread":0.3287950876651301,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225128769","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":[0.00009001002,0.99855,0.00007817791,0.0002914095,0.0003289191,0.0000057684115,0.000022537834,0.0000061152546,0.0006271446],"genre_scores_gemma":[0.00043276616,0.9985941,0.00015293772,0.00020434512,0.0003971638,0.0000060825864,0.000030399591,0.0000011743509,0.00018104546],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.999642,0.00007303847,0.00009491001,0.000059504233,0.00010790166,0.000022719196],"domain_scores_gemma":[0.9987577,0.0007420133,0.00017386791,0.000025850899,0.00024000065,0.000060506576],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006628007,0.0008825072,0.0013579581,0.004275981,0.00032667798,0.0012380064,0.0010248286,0.0010844914,0.0068620685],"category_scores_gemma":[0.0021561638,0.00030672754,0.00076118583,0.0042254496,0.00036300268,0.0015172152,0.0006706125,0.0013117716,0.0019656837],"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":[0.00007060136,0.00008408285,0.00035437223,0.061994035,0.00018355646,0.0003722707,0.00013757318,0.00030885672,0.0008167099,0.0017207674,0.058407135,0.87555003],"study_design_scores_gemma":[0.000019843312,0.00011208035,0.002014994,0.030177752,0.00051295606,0.0032768003,0.00012359307,0.00012354756,0.00023271587,0.0013876586,0.9619841,0.00003398748],"about_ca_topic_score_codex":0.0012412375,"about_ca_topic_score_gemma":0.0018504214,"teacher_disagreement_score":0.0068620685,"about_ca_system_score_codex":0.00054859894,"about_ca_system_score_gemma":0.0018428444,"threshold_uncertainty_score":0.022955954},"labels":[],"label_agreement":null},{"id":"W4286763900","doi":"10.15420/usc.2022.08","title":"Transcatheter Versus Surgical Aortic Valve Replacement in Young, Low-risk Patients with Severe Aortic Stenosis","year":2022,"lang":"en","type":"review","venue":"US Cardiology Review","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":4,"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 British Columbia; University of Alberta","funders":"","keywords":"Medicine; Stenosis; Aortic valve replacement; Valve replacement; Cardiology; Aortic valve stenosis; valvular heart disease; Internal medicine; Aortic valve; Surgery","score_opus":0.025354814630829645,"score_gpt":0.33855391810432506,"score_spread":0.3131991034734954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4286763900","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":[0.00008000923,0.99948347,0.000013694129,0.00009822784,0.00007697554,0.0000030002932,0.000011118074,0.0000011996476,0.00023236222],"genre_scores_gemma":[0.0005884583,0.9990702,0.000050622773,0.00013075692,0.0000583285,0.000004050071,0.000014787528,5.001368e-7,0.00008232088],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996971,0.000077468,0.00008693754,0.000038559137,0.00008188668,0.000018044799],"domain_scores_gemma":[0.9994128,0.00039403405,0.000097432,0.0000075281464,0.00007014485,0.000017991595],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006604613,0.00048574418,0.0016496708,0.0017877844,0.0001819907,0.0007772771,0.0005475729,0.0007775783,0.0028997932],"category_scores_gemma":[0.0017674378,0.00017360505,0.0009063702,0.0015766008,0.00020548303,0.0006151722,0.00040042456,0.00082179415,0.00061313057],"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":[0.00016691624,0.00004735743,0.00029213168,0.13678625,0.0006643305,0.00017630072,0.000082685736,0.00014916087,0.00072467787,0.0011124631,0.018599574,0.84119815],"study_design_scores_gemma":[0.00019684808,0.00040034717,0.005377928,0.1518912,0.0038954648,0.003445805,0.0002132822,0.0001567456,0.0005156178,0.0015097257,0.832346,0.000050925624],"about_ca_topic_score_codex":0.0010724815,"about_ca_topic_score_gemma":0.0028816003,"teacher_disagreement_score":0.0028997932,"about_ca_system_score_codex":0.00031760597,"about_ca_system_score_gemma":0.00094463705,"threshold_uncertainty_score":0.009700775},"labels":[],"label_agreement":null},{"id":"W4401642335","doi":"10.15420/usc.2024.14","title":"Extracorporeal Cardiopulmonary Resuscitation: Life-saving or Resource Wasting?","year":2024,"lang":"en","type":"review","venue":"US Cardiology Review","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":5,"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 Alberta Hospital; Alberta Hospital Edmonton","funders":"","keywords":"Extracorporeal cardiopulmonary resuscitation; Medicine; Cardiopulmonary resuscitation; Extracorporeal membrane oxygenation; Extracorporeal; Intensive care medicine; Life support; Resuscitation; Cardiopulmonary bypass; Rescue therapy; Cardiology; Internal medicine; Anesthesia","score_opus":0.061938807307970044,"score_gpt":0.3627371509485677,"score_spread":0.30079834364059765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401642335","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":[0.00004776328,0.99721885,0.00003835048,0.0020597875,0.0003380576,0.0000022287538,0.000006680177,0.000001889721,0.00028637965],"genre_scores_gemma":[0.0005610732,0.99787605,0.00007158794,0.0009048792,0.0004702555,0.0000038650574,0.0000073888955,0.0000010204482,0.00010397891],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99907696,0.00035405825,0.00019128191,0.00010423131,0.00021019993,0.000063187894],"domain_scores_gemma":[0.9980171,0.0013280213,0.00029707892,0.00003781097,0.0002613539,0.00005858685],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023332315,0.0007802678,0.0023493906,0.0018413503,0.00037198566,0.0022047784,0.0011713855,0.0022513212,0.004900348],"category_scores_gemma":[0.0046105175,0.00025274686,0.00090196094,0.002342799,0.0011993742,0.0033976666,0.0009202444,0.0027187257,0.0014122342],"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":[0.0001321991,0.000044548517,0.00014409637,0.08455559,0.0004075481,0.00020945293,0.00015571516,0.00020307845,0.0005104009,0.014738205,0.044873584,0.8540255],"study_design_scores_gemma":[0.00010496187,0.000238782,0.0011178735,0.109091006,0.0010897547,0.002090511,0.0006545079,0.00012418363,0.00025086,0.011110321,0.8740779,0.000049402493],"about_ca_topic_score_codex":0.0011645943,"about_ca_topic_score_gemma":0.0025340808,"teacher_disagreement_score":0.004900348,"about_ca_system_score_codex":0.00076541887,"about_ca_system_score_gemma":0.0023493068,"threshold_uncertainty_score":0.016393244},"labels":[],"label_agreement":null},{"id":"W4404186263","doi":"10.15420/usc.2024.18","title":"Reporting Sex and Gender Differences in Cardiovascular Research","year":2024,"lang":"en","type":"review","venue":"US Cardiology Review","topic":"Sex and Gender in Healthcare","field":"Medicine","cited_by":3,"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 Toronto","funders":"","keywords":"Terminology; Confidentiality; Psychological intervention; Sexual orientation; Health care; Psychology; Medical education; Medicine; Nursing; Political science; Social psychology","score_opus":0.5849919709802326,"score_gpt":0.5348702379082774,"score_spread":0.05012173307195522,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404186263","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":"reporting","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":"reporting","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012274955,0.9868413,0.0017665587,0.004110213,0.0012999721,0.00017961508,0.00049003784,0.0000146672855,0.0040701553],"genre_scores_gemma":[0.022909459,0.9657039,0.004809387,0.00378672,0.0009627487,0.0005659934,0.0005858879,0.000019815017,0.0006559527],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.95369035,0.029394167,0.007578588,0.0020211332,0.006733793,0.0005819598],"domain_scores_gemma":[0.8386941,0.13586135,0.011782702,0.004722812,0.008385552,0.00055359927],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.045201782,0.0007005986,0.0019866838,0.004645738,0.0008308462,0.0039832103,0.0016408236,0.002067238,0.0052484474],"category_scores_gemma":[0.13799953,0.00049212255,0.0022793391,0.0052327965,0.002220952,0.0035415927,0.002835323,0.00208092,0.0008210529],"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":[0.00018431937,0.000050107243,0.008223039,0.1526619,0.0016708747,0.00011736921,0.0027657114,0.0002382753,0.00039154384,0.016234329,0.023341144,0.7941213],"study_design_scores_gemma":[0.00015352498,0.00026859422,0.023088682,0.4080274,0.0039976803,0.0015439235,0.003967028,0.00031618236,0.0013747461,0.015799308,0.54131556,0.00014738116],"about_ca_topic_score_codex":0.0057304697,"about_ca_topic_score_gemma":0.008582401,"teacher_disagreement_score":0.9547982,"about_ca_system_score_codex":0.0014737888,"about_ca_system_score_gemma":0.008856203,"threshold_uncertainty_score":0.23905271},"labels":[],"label_agreement":null}]}