{"meta":{"query_hash":"b1eabd306010","filters":{"venue":"ABC Heart Failure & Cardiomyopathy"},"cohort_total":5,"direct_labels_cover":0,"predictions_cover":5,"exported":5,"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/b1eabd306010","api":"https://metacan.xera.ac/api/v1/cohort?venue=ABC+Heart+Failure+%26+Cardiomyopathy"},"results":[{"id":"W4225335183","doi":"10.36660/abchf.20220001","title":"New Universal Definition of Heart Failure: A New Vision for Treatment","year":2022,"lang":"en","type":"article","venue":"ABC Heart Failure & Cardiomyopathy","topic":"Heart Failure Treatment and Management","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":"Heart failure; Standardization; Simple (philosophy); Medicine; Political science; Cardiology; Law","score_opus":0.018746730654029764,"score_gpt":0.26389874601734076,"score_spread":0.245152015363311,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225335183","genre_codex":"commentary","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":[0.002516569,0.106500395,0.0540948,0.76930726,0.045301605,0.00020713807,0.00045886854,0.0003943107,0.02121902],"genre_scores_gemma":[0.14361908,0.12971339,0.19462429,0.40783826,0.10504778,0.0028812476,0.0035748885,0.0010032856,0.011697872],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9526287,0.02513858,0.0066011385,0.0029900384,0.009984085,0.002657482],"domain_scores_gemma":[0.9289932,0.024586935,0.0042308806,0.005278166,0.026380489,0.010530294],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.09268569,0.002552036,0.0046403105,0.008292281,0.0065598073,0.01334854,0.005837187,0.009800608,0.0032894036],"category_scores_gemma":[0.06834377,0.00091487693,0.0031090481,0.0044889622,0.021977318,0.028837461,0.0131902285,0.03309243,0.0018967395],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015236594,0.00025258257,0.002607032,0.0012796159,0.00006465049,0.00015473671,0.004042608,0.0006519808,0.00043962314,0.6032674,0.24205011,0.14503732],"study_design_scores_gemma":[0.00009506562,0.00035963097,0.0026029283,0.0052860817,0.000073789335,0.0005635302,0.0038116707,0.0013421592,0.00019000444,0.41475943,0.57074505,0.00017065219],"about_ca_topic_score_codex":0.01016841,"about_ca_topic_score_gemma":0.0057468424,"teacher_disagreement_score":0.09268569,"about_ca_system_score_codex":0.0142400395,"about_ca_system_score_gemma":0.037478134,"threshold_uncertainty_score":0.49017465},"labels":[],"label_agreement":null},{"id":"W4285310732","doi":"10.36660/abchf.20220026","title":"Long-Term Ventricular Assist Devices: Where are We in Brazil?","year":2022,"lang":"en","type":"article","venue":"ABC Heart Failure & Cardiomyopathy","topic":"Mechanical Circulatory Support Devices","field":"Engineering","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":"Discovery Air (Canada)","funders":"","keywords":"Medicine; Heart failure; Refractory (planetary science); Ventricular assist device; Quality of life (healthcare); Circulatory system; Intensive care medicine; Cardiology; Internal medicine; Materials science","score_opus":0.011198132336265758,"score_gpt":0.22982262858327882,"score_spread":0.21862449624701305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285310732","genre_codex":"commentary","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0076681436,0.30786064,0.0015604682,0.6629458,0.004033022,0.0000310701,0.00051172415,0.00010082814,0.015288288],"genre_scores_gemma":[0.22261837,0.649979,0.0050711343,0.104599215,0.0060695442,0.00011956799,0.0005917445,0.00017199738,0.010779444],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99798894,0.00057677383,0.00023968765,0.00025501748,0.0005340644,0.00040549738],"domain_scores_gemma":[0.990437,0.0021232548,0.001189788,0.00028039218,0.0038553693,0.0021142974],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036656533,0.0006963826,0.0010085611,0.0016860755,0.0029491787,0.0045943432,0.0013091406,0.0046694507,0.014466332],"category_scores_gemma":[0.012425399,0.00035620082,0.0007393661,0.002566311,0.0038517192,0.007877243,0.0022000314,0.0047535705,0.003061332],"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":[0.00018540211,0.00025713985,0.027475469,0.006167103,0.0000932753,0.004897934,0.006031356,0.000410372,0.0018002191,0.09213536,0.19379666,0.66674984],"study_design_scores_gemma":[0.000047235284,0.00014401958,0.026863929,0.019058991,0.0001092412,0.0059552616,0.01728974,0.00039827474,0.0003159398,0.031980433,0.8976584,0.00017859218],"about_ca_topic_score_codex":0.052119803,"about_ca_topic_score_gemma":0.0646971,"teacher_disagreement_score":0.052119803,"about_ca_system_score_codex":0.0049027503,"about_ca_system_score_gemma":0.018332513,"threshold_uncertainty_score":0.10363287},"labels":[],"label_agreement":null},{"id":"W4406903722","doi":"10.36660/abchf.20240036","title":"Análise Comparativa entre a Classificação NYHA e CCS e o Desempenho no Teste de Caminhada de 6 Minutos","year":2024,"lang":"pt","type":"article","venue":"ABC Heart Failure & Cardiomyopathy","topic":"Cardiovascular Function and Risk Factors","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":"Humanities; Medicine; Philosophy","score_opus":0.01608714614263217,"score_gpt":0.2666707591517265,"score_spread":0.2505836130090943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406903722","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":[0.9861647,0.005766995,0.0027886888,0.00048260763,0.0001156275,0.00018051952,0.0011775,0.000039687115,0.0032835586],"genre_scores_gemma":[0.9959365,0.0007816206,0.0017639509,0.00009303549,0.00006655602,0.00016240493,0.0003847409,0.000009807075,0.00080125395],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99394244,0.0025438028,0.0006937733,0.00080506445,0.0016407385,0.00037419912],"domain_scores_gemma":[0.9698971,0.017825954,0.0072219293,0.0014213324,0.002787906,0.00084576185],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009128678,0.00060434005,0.00084559387,0.0019477375,0.00042143182,0.0013152299,0.0007468264,0.00087992183,0.003301007],"category_scores_gemma":[0.028289597,0.0002077428,0.0010631254,0.0020852617,0.0005602049,0.0009350027,0.0006934296,0.00078252814,0.00033661697],"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":[0.0014421323,0.00014042406,0.9778503,0.00023274326,0.00053220894,0.00006403522,0.00051684136,0.00015770605,0.0007998559,0.00014985475,0.0003082509,0.017805673],"study_design_scores_gemma":[0.00005185721,0.0021881582,0.9921491,0.00015649832,0.0003871716,0.00026800184,0.00058916846,0.0011731589,0.0009812454,0.00028723676,0.0017462196,0.0000223388],"about_ca_topic_score_codex":0.0027413447,"about_ca_topic_score_gemma":0.0029096138,"teacher_disagreement_score":0.009128678,"about_ca_system_score_codex":0.0005204741,"about_ca_system_score_gemma":0.0010119828,"threshold_uncertainty_score":0.048277617},"labels":[],"label_agreement":null},{"id":"W4406921128","doi":"10.36660/abchf.20240036i","title":"Comparative Analysis between the NYHA and CCS Classification and Performance in the 6-Minute Walk Test","year":2024,"lang":"en","type":"article","venue":"ABC Heart Failure & Cardiomyopathy","topic":"Cardiovascular Function and Risk Factors","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":"Test (biology); Geology","score_opus":0.023665993573582005,"score_gpt":0.2749764705682173,"score_spread":0.25131047699463527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406921128","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":[0.99888474,0.00013641301,0.00008574089,0.000025072719,0.000012698241,0.000008199125,0.00019873527,0.0000029229022,0.0006453913],"genre_scores_gemma":[0.99957055,0.00001883238,0.00005884886,0.000005572455,0.00001220897,0.000006258394,0.00021638253,0.0000013520344,0.00010995348],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987186,0.00039013798,0.00017564834,0.00022038593,0.00033560995,0.0001596392],"domain_scores_gemma":[0.9905945,0.0042428225,0.0025254337,0.00038703912,0.0013205267,0.0009295971],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024203334,0.00028819373,0.00031224173,0.0013360432,0.00026783854,0.0007082438,0.00042262833,0.0005613145,0.0016094132],"category_scores_gemma":[0.012381569,0.00010628111,0.00033548076,0.0006826421,0.00036118663,0.00052353536,0.0004408993,0.00041498156,0.00037489747],"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":[0.0006146728,0.000043681146,0.99758947,0.0000083090545,0.000050637973,0.000033805136,0.00009306193,0.000043137756,0.00012830463,0.00002648044,0.00007087567,0.0012975831],"study_design_scores_gemma":[0.000012619868,0.00023036603,0.99901545,0.0000043199807,0.000021190832,0.00009122816,0.00014583225,0.0003074728,0.000058317684,0.000036442318,0.0000729968,0.0000036430588],"about_ca_topic_score_codex":0.0013196403,"about_ca_topic_score_gemma":0.0011432611,"teacher_disagreement_score":0.0024203334,"about_ca_system_score_codex":0.00023320543,"about_ca_system_score_gemma":0.00026000442,"threshold_uncertainty_score":0.012800097},"labels":[],"label_agreement":null},{"id":"W4410987979","doi":"10.36660/abchf.20240063","title":"Determinantes do Teste de Caminhada de Seis Minutos em Pacientes com Coexistência de Insuficiência Cardíaca e Doença Pulmonar Obstrutiva Crônica","year":2025,"lang":"pt","type":"article","venue":"ABC Heart Failure & Cardiomyopathy","topic":"Cardiovascular Function and Risk Factors","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":"Fundação de Amparo à Pesquisa do Estado do Rio Grande do Sul","keywords":"Medicine","score_opus":0.00848206200774281,"score_gpt":0.2541404054949814,"score_spread":0.24565834348723858,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410987979","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":[0.9962023,0.0019167883,0.00022586212,0.00016934916,0.000020162186,0.000024987892,0.00030204846,0.0000060994225,0.0011324241],"genre_scores_gemma":[0.9989397,0.0003681895,0.00015830099,0.000041386436,0.000016950346,0.000021258407,0.00013497102,0.0000017817482,0.00031749532],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992543,0.00020969138,0.000095920615,0.00015165826,0.00014492533,0.00014343935],"domain_scores_gemma":[0.9966318,0.001004214,0.0014036902,0.00011402989,0.00040408372,0.00044213768],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008457792,0.00038231377,0.000632465,0.00068970554,0.00050796283,0.0010078672,0.0002962764,0.0007725555,0.0025407653],"category_scores_gemma":[0.005957137,0.00024238577,0.00058375485,0.00087437144,0.00033986688,0.00048443905,0.0004822035,0.0007498558,0.00024863775],"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":[0.00031982866,0.00009995799,0.99512404,0.00006109378,0.00006728703,0.00014140554,0.00026347907,0.000051738378,0.0003784259,0.000033067776,0.000102101,0.0033576323],"study_design_scores_gemma":[0.000010362039,0.0006689157,0.99740195,0.000043316373,0.00008126408,0.0004501217,0.0005103184,0.000209239,0.00017396206,0.00006386269,0.00037795724,0.000008671062],"about_ca_topic_score_codex":0.004092543,"about_ca_topic_score_gemma":0.004191027,"teacher_disagreement_score":0.004092543,"about_ca_system_score_codex":0.00042318733,"about_ca_system_score_gemma":0.0006123681,"threshold_uncertainty_score":0.008499742},"labels":[],"label_agreement":null}]}