{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":41,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":41,"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":"d93f2a9ff336","filters":{"venue":"American Heart Journal Plus Cardiology Research and Practice"}},"results":[{"id":"W4379259466","doi":"10.1016/j.ahjo.2023.100306","title":"Team principles for successful interdisciplinary research teams","year":2023,"lang":"en","type":"article","venue":"American Heart Journal Plus Cardiology Research and Practice","topic":"Interdisciplinary Research and Collaboration","field":"Decision Sciences","cited_by":47,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"National Center for Advancing Translational Sciences; National Institutes of Health","keywords":"Context (archaeology); Variety (cybernetics); Multidisciplinary approach; Health care; Medicine; Medical education; Engineering ethics; Psychology; Engineering; Political science; Computer science","authors":[{"name":"Sherry‐Ann Brown","is_ca":false},{"name":"Rodney Sparapani","is_ca":false},{"name":"Kristen Osinski","is_ca":false},{"name":"Jun Zhang","is_ca":false},{"name":"Jeffrey Blessing","is_ca":false},{"name":"Feixiong Cheng","is_ca":false},{"name":"Abdulaziz Hamid","is_ca":false},{"name":"Mehri Bagheri MohamadiPour","is_ca":false},{"name":"Jessica C. Lal","is_ca":false},{"name":"Anai N. Kothari","is_ca":false},{"name":"Pedro J. Caraballo","is_ca":false},{"name":"Peter A. Noseworthy","is_ca":false},{"name":"Roger H. Johnson","is_ca":false},{"name":"Kathryn Hansen","is_ca":false},{"name":"Louise Y. Sun","is_ca":true},{"name":"Bradley H. Crotty","is_ca":false},{"name":"Yee Chung Cheng","is_ca":false},{"name":"Gift Echefu","is_ca":false},{"name":"Krishna Doshi","is_ca":false},{"name":"Jessica Olson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.386536878623366,"gpt":0.5961987551244012,"spread":0.2096618765010352,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.1137345,0.0002423577,0.000889583,0.002667005,0.004704989,0.001710689,0.001468632,0.000169695,0.00006369957],"category_scores_gemma":[0.07031689,0.0001767884,0.000249438,0.006773613,0.003589862,0.001752085,0.003014413,0.002953608,0.001014084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003940352,"about_ca_system_score_gemma":0.001867523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008125741,"about_ca_topic_score_gemma":0.0001363077,"domain_scores_codex":[0.9786738,0.0128808,0.001026927,0.001063999,0.004222034,0.002132458],"domain_scores_gemma":[0.9242961,0.06519856,0.0002797868,0.0008874863,0.00843134,0.0009066916],"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":[0.009167943,0.0001047427,0.01236678,0.00002403665,0.0002601092,0.0006512909,0.003190897,0.0004797918,0.002479208,0.002910075,0.9388173,0.02954784],"study_design_scores_gemma":[0.0009507074,0.008924552,0.01210883,0.00004636769,0.00001572363,0.004819993,0.2067804,0.002711429,0.0001082848,0.05081489,0.7124261,0.0002926604],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7296708,0.001245706,0.002782648,0.1993321,0.001033918,0.002168217,0.000117257,0.0001319483,0.06351743],"genre_scores_gemma":[0.9825988,0.0008874282,0.001315792,0.0002429029,0.002393514,0.0003137049,0.00001956938,0.00004608891,0.01218223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2529279,"threshold_uncertainty_score":0.9997637,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4210801711","doi":"10.1016/j.ahjo.2022.100094","title":"Establishing an interdisciplinary research team for cardio-oncology artificial intelligence informatics precision and health equity","year":2022,"lang":"en","type":"article","venue":"American Heart Journal Plus Cardiology Research and Practice","topic":"Chemotherapy-induced cardiotoxicity and mitigation","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"National Center for Advancing Translational Sciences; National Cancer Institute; National Institutes of Health","keywords":"Medicine; Informatics; Health informatics; Family medicine; Internal medicine; Medical education; Oncology; Public health; Nursing; Political science","authors":[{"name":"Sherry‐Ann Brown","is_ca":false},{"name":"Rodney Sparapani","is_ca":false},{"name":"Kristen Osinski","is_ca":false},{"name":"Jun Zhang","is_ca":false},{"name":"Jeffrey Blessing","is_ca":false},{"name":"Feixiong Cheng","is_ca":false},{"name":"Abdulaziz Hamid","is_ca":false},{"name":"Generika Berman","is_ca":false},{"name":"Kyla Lee","is_ca":false},{"name":"Mehri Bagherimohamadipour","is_ca":false},{"name":"Jessica C. Lal","is_ca":false},{"name":"Anai N. Kothari","is_ca":false},{"name":"Pedro J. Caraballo","is_ca":false},{"name":"Peter A. Noseworthy","is_ca":false},{"name":"Roger H. Johnson","is_ca":false},{"name":"Kathryn Hansen","is_ca":false},{"name":"Louise Y. Sun","is_ca":true},{"name":"Bradley H. Crotty","is_ca":false},{"name":"Yee Chung Cheng","is_ca":false},{"name":"Jessica Olson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3723559432597023,"gpt":0.588027714849336,"spread":0.2156717715896337,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.05097023,0.0001677116,0.0009086522,0.0006851702,0.003439711,0.0002444702,0.0002421525,0.000119521,0.00001240176],"category_scores_gemma":[0.004786333,0.0001567632,0.0001373024,0.0008441147,0.001321717,0.0008579799,0.001245684,0.003826548,0.000003124121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001345227,"about_ca_system_score_gemma":0.002295928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002916511,"about_ca_topic_score_gemma":0.00002807118,"domain_scores_codex":[0.9908421,0.005857309,0.0007003056,0.0004086757,0.001182805,0.001008775],"domain_scores_gemma":[0.9893105,0.008165183,0.0002632473,0.0003787618,0.00111764,0.0007646695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.01302103,0.0002954986,0.0008699888,0.0001725442,0.0004534539,0.0001990339,0.02195438,0.0005828452,0.0118364,0.0009095463,0.0234971,0.9262082],"study_design_scores_gemma":[0.001840159,0.06855023,0.002526616,0.0001462326,0.0001251755,0.08804405,0.5435952,0.003753545,0.001591007,0.02233161,0.2670264,0.0004697562],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8819843,0.003276098,0.02140873,0.08117554,0.0006337673,0.003248935,0.00007484634,0.00006661311,0.008131192],"genre_scores_gemma":[0.9866441,0.002652527,0.007701472,0.001559693,0.001172673,0.0001499523,0.00003689533,0.0000303992,0.00005232204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9257384,"threshold_uncertainty_score":0.9984717,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4393132172","doi":"10.1016/j.ahjo.2024.100386","title":"Cardiovascular disease in patients with metabolic dysfunction-associated steatohepatitis compared with metabolic dysfunction-associated steatotic liver disease and other liver diseases: A systematic review","year":2024,"lang":"en","type":"review","venue":"American Heart Journal Plus Cardiology Research and Practice","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ted Rogers Centre for Heart Research; University of Toronto","funders":"Novo Nordisk","keywords":"Medicine; Steatohepatitis; Internal medicine; Fatty liver; Coronary artery disease; Angina; Disease; Stroke (engine); Myocardial infarction; Liver disease; Odds ratio; Population; Heart failure","authors":[{"name":"Arun J. Sanyal","is_ca":false},{"name":"Mansoor Husain","is_ca":true},{"name":"Crystel Diab","is_ca":false},{"name":"Kamal Kant Mangla","is_ca":false},{"name":"Ahsan Shoeb","is_ca":false},{"name":"Ildiko Lingvay","is_ca":false},{"name":"Elliot B. Tapper","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05543499590448518,"gpt":0.3515613078136181,"spread":0.2961263119091329,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003097967,0.00102012,0.007818308,0.000926858,0.0005282495,0.000321493,0.0002183802,0.0001735995,0.00004050815],"category_scores_gemma":[0.004450614,0.00061583,0.00121943,0.002021293,0.0009734528,0.0005201312,0.0002063318,0.001972777,0.0000881273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008103902,"about_ca_system_score_gemma":0.002518119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001508203,"about_ca_topic_score_gemma":0.00005403731,"domain_scores_codex":[0.9837669,0.01050828,0.001184784,0.001336093,0.002090789,0.001113208],"domain_scores_gemma":[0.9909887,0.003485633,0.0007534957,0.00106703,0.00139744,0.002307684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00661036,0.003605971,0.3281508,0.4561468,0.1636349,0.02245016,0.0003265309,0.00004322294,1.073432e-8,0.00006821576,0.004803135,0.01415987],"study_design_scores_gemma":[0.006533267,0.002984673,0.1955621,0.317715,0.3388124,0.001804102,0.0003339476,0.00005550635,6.035404e-9,0.00001098562,0.1350147,0.001173397],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004006398,0.9875227,0.0000064466,0.0002853668,0.0001131428,0.0070971,0.0008580089,0.00006377622,0.00004706916],"genre_scores_gemma":[0.02538376,0.971284,0.00002412865,0.0006362687,0.000204803,0.001726417,0.0004374378,0.0001798735,0.0001232914],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1751775,"threshold_uncertainty_score":0.9996293,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4210316946","doi":"10.1016/j.ahjo.2022.100091","title":"Protection by inclusion: Increasing enrollment of women in cardiovascular trials","year":2022,"lang":"en","type":"article","venue":"American Heart Journal Plus Cardiology Research and Practice","topic":"Sex and Gender in Healthcare","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Joseph’s Healthcare Hamilton; Impact; Population Health Research Institute; McMaster University","funders":"Canadian Institutes of Health Research","keywords":"Clinical trial; Medicine; Observational study; Inclusion (mineral); Guideline; Disease; Family medicine; Alternative medicine; Gerontology; Psychology; Internal medicine; Pathology; Social psychology","authors":[{"name":"Lynaea Filbey","is_ca":true},{"name":"Muhammad Shahzeb Khan","is_ca":false},{"name":"Harriette G.C. Van Spall","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.201145198245809,"gpt":0.4678393227258706,"spread":0.2666941244800617,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.09304614,0.0001157343,0.001443018,0.0004605464,0.0009717331,0.00001875408,0.0001068063,0.00006022658,0.00005124926],"category_scores_gemma":[0.01698543,0.000100417,0.0002106661,0.0008484982,0.0003736672,0.0001326244,0.0005523542,0.002061234,0.000001691342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001368359,"about_ca_system_score_gemma":0.001005006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00456342,"about_ca_topic_score_gemma":0.00000306213,"domain_scores_codex":[0.9728428,0.02427302,0.000621322,0.0003382147,0.001166965,0.0007576813],"domain_scores_gemma":[0.9931013,0.005503815,0.0002160291,0.0003193249,0.0004117395,0.0004477961],"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":[0.142568,0.001143996,0.1998697,0.0007398003,0.009408511,0.005657879,0.04912581,0.002334235,0.06111667,0.00007746891,0.01604815,0.5119098],"study_design_scores_gemma":[0.00497231,0.01446887,0.02407616,0.00005714111,0.000142569,0.06330862,0.1057651,0.00006680904,0.0002563043,0.0006216001,0.7860498,0.0002147205],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9662569,0.01931823,0.00008429862,0.01253869,0.0001419599,0.000915083,0.00001174391,0.000009313958,0.0007237709],"genre_scores_gemma":[0.9951934,0.003189255,0.0003054861,0.000696458,0.0003424713,0.0002030424,0.000005729483,0.00001599072,0.00004812301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7700016,"threshold_uncertainty_score":0.9912949,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4211245250","doi":"10.1016/j.ahjo.2022.100105","title":"Enhanced external counterpulsation for management of symptoms associated with long COVID","year":2022,"lang":"en","type":"article","venue":"American Heart Journal Plus Cardiology Research and Practice","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Internal medicine; Angina; Physical therapy; Canadian Cardiovascular Society; Cohort; Cardiology; Myocardial infarction","authors":[{"name":"Mohanakrishnan Sathyamoorthy","is_ca":false},{"name":"Monica Verduzco‐Gutierrez","is_ca":false},{"name":"Swathi Varanasi","is_ca":false},{"name":"R Parker Ward","is_ca":false},{"name":"John A. Spertus","is_ca":false},{"name":"Sachin A. Shah","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04481493659208194,"gpt":0.4248644984945421,"spread":0.3800495619024601,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006838648,0.0001246472,0.0005819041,0.0002700806,0.0005755597,0.0000406099,0.0001379226,0.00003573998,0.0000325512],"category_scores_gemma":[0.003194265,0.0001039562,0.0001000683,0.0004277084,0.0005419204,0.0002212665,0.0001481306,0.0008991124,0.000002027387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005568702,"about_ca_system_score_gemma":0.0005645272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008707972,"about_ca_topic_score_gemma":0.000004419763,"domain_scores_codex":[0.9959769,0.00205779,0.0002927567,0.0002843829,0.0008977614,0.0004903906],"domain_scores_gemma":[0.9900687,0.008426328,0.0003127276,0.0002245989,0.0006453063,0.000322282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.2986038,0.00186057,0.5062776,0.002311572,0.02277289,0.01729158,0.005109095,0.00793899,0.05122456,0.001898345,0.03213499,0.05257607],"study_design_scores_gemma":[0.03751364,0.1225645,0.6446451,0.001290696,0.00272232,0.07987676,0.02551634,0.001239424,0.001261327,0.001272853,0.08102272,0.001074351],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9636007,0.0009724867,0.02088979,0.01181695,0.0001249543,0.001408587,0.00002875287,0.00002198677,0.001135762],"genre_scores_gemma":[0.9956789,0.00047299,0.001506203,0.00168127,0.0001575371,0.0001670092,0.00002062026,0.00002352487,0.0002919359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2610902,"threshold_uncertainty_score":0.4426798,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4283725434","doi":"10.1016/j.ahjo.2022.100166","title":"Antihypertensive medication in frail older adults: A narrative review through a deprescribing lens","year":2022,"lang":"en","type":"review","venue":"American Heart Journal Plus Cardiology Research and Practice","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Deprescribing; Narrative; Medicine; Lens (geology); Polypharmacy; Older people; Gerontology; Optometry; Intensive care medicine; Art; Engineering; Literature","authors":[{"name":"Roni Kraut","is_ca":true},{"name":"Carina Lundby","is_ca":false},{"name":"Оксана Бабенко","is_ca":true},{"name":"Ahmad Kamal","is_ca":true},{"name":"Cheryl A Sadowski","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.252149004835699,"gpt":0.4843293856861323,"spread":0.2321803808504333,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.006596837,0.0004295666,0.005509865,0.0005051284,0.0008031298,0.00004507018,0.000225447,0.0002202469,0.0001214895],"category_scores_gemma":[0.01415872,0.0003078211,0.0004843585,0.001328843,0.001131341,0.0004249435,0.0004281461,0.00599499,0.0000332895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001824306,"about_ca_system_score_gemma":0.001742118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005786188,"about_ca_topic_score_gemma":0.000013847,"domain_scores_codex":[0.9877108,0.008572483,0.001006861,0.0007987365,0.001070792,0.0008403502],"domain_scores_gemma":[0.9853218,0.012076,0.0006047833,0.0005526655,0.00114296,0.0003018038],"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":[0.001059298,0.0001886113,0.0001427739,0.0141335,0.004642057,0.008273832,0.004657486,2.470705e-7,0.000001358626,0.00001670815,0.4029539,0.5639302],"study_design_scores_gemma":[0.0007567099,0.001124694,0.00006707058,0.02586999,0.002712757,0.08311752,0.01507154,6.270658e-7,5.042164e-8,0.000009389153,0.8710412,0.000228439],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002149814,0.9740144,0.000008344275,0.02111626,0.0001859786,0.001656702,0.00001696491,0.00002040085,0.002959424],"genre_scores_gemma":[0.0001029996,0.9838144,0.0004792856,0.01435696,0.0006979282,0.0003322267,0.00004794657,0.00005506396,0.0001132192],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5637018,"threshold_uncertainty_score":0.9999374,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4308493586","doi":"10.1016/j.ahjo.2022.100224","title":"Investigating the treatment phenotypes of cardiac sarcoidosis: A prospective cohort study","year":2022,"lang":"en","type":"article","venue":"American Heart Journal Plus Cardiology Research and Practice","topic":"Sarcoidosis and Beryllium Toxicity Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Prednisone; Discontinuation; Asymptomatic; Internal medicine; Sarcoidosis; Cohort; Prospective cohort study; Adverse effect; Dose","authors":[{"name":"Christiane Wiefels","is_ca":true},{"name":"Willy Weng","is_ca":true},{"name":"Rob Beanlands","is_ca":true},{"name":"Rob deKemp","is_ca":true},{"name":"Pablo B. Nery","is_ca":true},{"name":"Kevin E. Boczar","is_ca":true},{"name":"Cláudio Tinoco Mesquita","is_ca":false},{"name":"David H. Birnie","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0957600798981285,"gpt":0.4317102106888897,"spread":0.3359501307907611,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01197263,0.00017554,0.0009879239,0.0002921482,0.001706156,0.00007320348,0.0002046722,0.00003408351,0.00004493782],"category_scores_gemma":[0.003597841,0.0001119232,0.0002109915,0.001117846,0.001696332,0.0001439825,0.000297345,0.001976728,0.000008233479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005324501,"about_ca_system_score_gemma":0.0009977381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002570043,"about_ca_topic_score_gemma":0.00001520324,"domain_scores_codex":[0.9892235,0.007811866,0.0004088456,0.0004205221,0.001479073,0.0006561272],"domain_scores_gemma":[0.991805,0.006334516,0.0002032798,0.0004612395,0.0008421083,0.0003538283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001840935,0.0006445367,0.9799292,0.00001092488,0.00210735,0.0001323561,0.003508325,0.00004722318,0.004258393,0.00004783601,0.002095608,0.005377292],"study_design_scores_gemma":[0.001374162,0.03089975,0.8302476,0.000015861,0.0004561528,0.005341042,0.093589,0.00004094631,0.000272792,0.0001309861,0.03748593,0.0001457169],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810278,0.00446044,0.000003524069,0.009438206,0.00008951779,0.001881052,0.00001791191,0.00001339564,0.003068142],"genre_scores_gemma":[0.9949238,0.003128116,0.0002774424,0.0003537672,0.0004801399,0.0004751146,0.000003641557,0.00002526738,0.0003327512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1496816,"threshold_uncertainty_score":0.9995935,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4210755865","doi":"10.1016/j.ahjo.2022.100096","title":"Effect of the COVID-19 pandemic on adversity in individuals receiving anticoagulation for atrial fibrillation: A nationally representative administrative health claims analysis","year":2022,"lang":"en","type":"article","venue":"American Heart Journal Plus Cardiology Research and Practice","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Atrial fibrillation; Pandemic; Medicine; Declaration; Stroke (engine); Medical prescription; Poisson regression; Pharmacy; Coronavirus disease 2019 (COVID-19); Emergency medicine; Family medicine; Internal medicine; Disease; Environmental health; Infectious disease (medical specialty)","authors":[{"name":"Inmaculada Hernandez","is_ca":false},{"name":"Nico Gabriel","is_ca":false},{"name":"Meiqi He","is_ca":false},{"name":"Jingchuan Guo","is_ca":false},{"name":"Mina Tadrous","is_ca":true},{"name":"Katie J. Suda","is_ca":false},{"name":"Jared W. Magnani","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2352283054815769,"gpt":0.5812293247332647,"spread":0.3460010192516878,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03356142,0.0001219281,0.0009872355,0.0006549969,0.001275004,0.0000253516,0.0001537594,0.00004790003,0.00002418991],"category_scores_gemma":[0.2129609,0.0000889163,0.0004053639,0.002157392,0.0009780341,0.0001395642,0.00032428,0.0015154,7.451654e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001151315,"about_ca_system_score_gemma":0.003216007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007689025,"about_ca_topic_score_gemma":0.00006091487,"domain_scores_codex":[0.9803211,0.01699783,0.0005457139,0.0004036913,0.001301799,0.0004298758],"domain_scores_gemma":[0.832769,0.1657106,0.0004717007,0.0002329333,0.0005078281,0.0003079077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01496654,0.0000281519,0.9551788,0.00008328842,0.001661691,0.00002876041,0.001320374,0.02284066,0.00003839994,0.00005205526,0.001705646,0.002095618],"study_design_scores_gemma":[0.005385655,0.02279031,0.9401717,0.00003644221,0.0004968397,0.0005268446,0.005137107,0.001218445,0.000007434744,0.0005440231,0.02355517,0.0001300625],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8855471,0.0004447588,0.0007334338,0.1109074,0.0000852959,0.002025522,0.0001343793,0.00001023799,0.0001118278],"genre_scores_gemma":[0.9964415,0.001198944,0.0002446405,0.00169408,0.0002837894,0.00004005498,0.00002333392,0.000007904863,0.00006575929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1793995,"threshold_uncertainty_score":0.9951519,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3171046331","doi":"10.1016/j.ahjo.2021.100014","title":"Sex differences in health resource utilization, costs and mortality during hospitalization for infective endocarditis in the United States","year":2021,"lang":"en","type":"article","venue":"American Heart Journal Plus Cardiology Research and Practice","topic":"Infective Endocarditis Diagnosis and Management","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Libin Cardiovascular Institute of Alberta; University of Calgary","funders":"Canadian Institutes of Health Research; Cystic Fibrosis Canada; Cystic Fibrosis Foundation","keywords":"Medicine; Infective endocarditis; Confidence interval; Odds ratio; Comorbidity; Socioeconomic status; Healthcare Cost and Utilization Project; Endocarditis; Cohort; Cohort study; Demography; Health care; Emergency medicine; Internal medicine; Pediatrics; Population; Environmental health","authors":[{"name":"Derek S. Chew","is_ca":false},{"name":"Elissa Rennert‐May","is_ca":true},{"name":"Shengjie Lu","is_ca":true},{"name":"Michael D. Parkins","is_ca":true},{"name":"Robert J.H. Miller","is_ca":true},{"name":"Ranjani Somayaji","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1242155445333526,"gpt":0.4519239312984589,"spread":0.3277083867651062,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004440315,0.0001111959,0.0005370016,0.0003306148,0.0003692588,0.0001038611,0.00004605496,0.00003698545,0.000003134927],"category_scores_gemma":[0.005811987,0.00008619214,0.00005176039,0.0008175441,0.0004208499,0.0001864153,0.00007460003,0.0006152597,4.501853e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002628931,"about_ca_system_score_gemma":0.0002333139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002040989,"about_ca_topic_score_gemma":0.0001769599,"domain_scores_codex":[0.9939495,0.004692608,0.0003080543,0.0002900927,0.0003264421,0.0004332839],"domain_scores_gemma":[0.9938485,0.005240333,0.0001237547,0.0001550573,0.0004951265,0.0001371981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001888386,0.0001012552,0.9912767,0.00008958925,0.0002400139,0.0005074133,0.002007668,0.0001678478,0.00001864926,0.0005337574,0.002236974,0.00263127],"study_design_scores_gemma":[0.00132869,0.001229343,0.9461678,0.00009788731,0.00002888723,0.00264688,0.02711707,0.0001328305,0.00001974722,0.0003166795,0.0208396,0.000074569],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893316,0.001992226,0.0008842461,0.00627795,0.00004207808,0.0007466715,0.0000159088,0.000007356019,0.0007019413],"genre_scores_gemma":[0.9681063,0.02955658,0.00009694743,0.001886991,0.0001560922,0.000116177,0.0000628881,0.00001050326,0.000007574673],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0451089,"threshold_uncertainty_score":0.6957911,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4396866412","doi":"10.1016/j.ahjo.2024.100404","title":"Assessing the impact of atrial fibrillation self-care interventions: A systematic review","year":2024,"lang":"en","type":"review","venue":"American Heart Journal Plus Cardiology Research and Practice","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Michael Smith Health Research BC","keywords":"Psychological intervention; CINAHL; Observational study; MEDLINE; Systematic review; Medicine; Data extraction; Health care; Cochrane Library; Randomized controlled trial; Nursing; Internal medicine; Political science","authors":[{"name":"Ryan Wilson","is_ca":true},{"name":"Lindsay Burton","is_ca":true},{"name":"Nicole Simões Marini","is_ca":true},{"name":"Peter Loewen","is_ca":true},{"name":"Robert Janke","is_ca":true},{"name":"Noorat Aujla","is_ca":true},{"name":"Dresya Davis","is_ca":true},{"name":"Kathy L. Rush","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3493477953174752,"gpt":0.6110770824752936,"spread":0.2617292871578184,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01088566,0.0002951832,0.004160823,0.00054779,0.0003193381,0.0002783716,0.0001638751,0.0001313744,0.00001784937],"category_scores_gemma":[0.01455839,0.0001460793,0.003614554,0.001218137,0.0003716482,0.0003687218,0.0002119952,0.001564306,0.00006372933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004644138,"about_ca_system_score_gemma":0.001337145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005781602,"about_ca_topic_score_gemma":3.888697e-7,"domain_scores_codex":[0.9885023,0.008767047,0.00138899,0.0003076266,0.0006625372,0.0003715001],"domain_scores_gemma":[0.9864489,0.01091475,0.001097461,0.0004482543,0.0009058644,0.0001847317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001234285,0.00000255214,0.0002339281,0.9384461,0.009027449,0.000155876,0.0001646692,0.000005911509,1.225713e-7,0.00004163334,0.005681696,0.04611663],"study_design_scores_gemma":[0.0002743258,0.001551332,0.00007693048,0.4772919,0.02841449,0.01858328,0.002342957,0.00001316818,7.250504e-9,0.0000267501,0.4712554,0.0001695375],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002325245,0.9947535,0.00003570663,0.001492143,0.0001928787,0.002945673,0.000009860605,0.0000248846,0.0005221427],"genre_scores_gemma":[0.0003953041,0.9965649,0.0002252823,0.0000391255,0.002569157,0.00001126989,0.00003129409,0.00003822054,0.0001254069],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4655737,"threshold_uncertainty_score":0.9937424,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407868045","doi":"10.1016/j.ahjo.2025.100514","title":"An advanced vision of magnetocardiography as an unrivalled method for a more comprehensive non-invasive clinical electrophysiological assessment","year":2025,"lang":"en","type":"article","venue":"American Heart Journal Plus Cardiology Research and Practice","topic":"Cardiac electrophysiology and arrhythmias","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Ministero dell'Università e della Ricerca; Università degli Studi di Parma; Ministero dell’Istruzione, dell’Università e della Ricerca","keywords":"Magnetocardiography; Electrophysiology; Medicine; Computer science; Medical physics; Internal medicine","authors":[{"name":"Riccardo Fenici","is_ca":false},{"name":"Marco Picerni","is_ca":false},{"name":"Peter Fenici","is_ca":false},{"name":"Donatella Brisinda","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05915847040063814,"gpt":0.5401753015625629,"spread":0.4810168311619247,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004908474,0.0002772288,0.002048146,0.0005137029,0.0005733162,0.00004068224,0.0002021285,0.0002673347,0.000007634245],"category_scores_gemma":[0.00333241,0.0002157449,0.0006955831,0.0008580479,0.002234088,0.0003335738,0.0001246445,0.002338797,0.000002826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001013362,"about_ca_system_score_gemma":0.001593682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000884266,"about_ca_topic_score_gemma":0.000001817854,"domain_scores_codex":[0.9900325,0.007219488,0.0007079249,0.000776902,0.0004331732,0.0008300099],"domain_scores_gemma":[0.9819103,0.01442749,0.0003000906,0.000600478,0.002209025,0.0005525432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.14398,0.001109974,0.01019125,0.0002216811,0.005736738,0.002089741,0.000269856,0.001468781,0.7467655,0.001680148,0.007578427,0.07890788],"study_design_scores_gemma":[0.01394922,0.2839523,0.621182,0.0002572395,0.001599201,0.02486322,0.01278178,0.002254949,0.002263204,0.009104277,0.02706932,0.0007233263],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9791154,0.001253889,0.01062711,0.006471845,0.0001867009,0.001353621,0.0000146368,0.00002861147,0.0009482381],"genre_scores_gemma":[0.9229143,0.007739805,0.06513492,0.003297881,0.0006863716,0.000117154,0.00004169249,0.00002506777,0.00004276264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7445023,"threshold_uncertainty_score":0.9999629,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4296077319","doi":"10.1016/j.ahjo.2022.100208","title":"Sex differences in presentation of atrial fibrillation: Findings from 30-day ambulatory monitoring in real-world practice","year":2022,"lang":"en","type":"article","venue":"American Heart Journal Plus Cardiology Research and Practice","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; Population Health Research Institute","funders":"","keywords":"Medicine; Atrial fibrillation; Palpitations; Ambulatory; Internal medicine; Cardiology; Heart rate; Ambulatory ECG; Heart failure; Blood pressure","authors":[{"name":"Jian Liang Tan","is_ca":false},{"name":"Linda Johnson","is_ca":false},{"name":"Marek Dziubiński","is_ca":false},{"name":"Natan Napiórkowski","is_ca":false},{"name":"Olga Witkowska","is_ca":false},{"name":"Magdalena E. Slusarczyk","is_ca":false},{"name":"Jeff S. Healey","is_ca":true},{"name":"Andrea M. Russo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1867469420745991,"gpt":0.4701950694966572,"spread":0.2834481274220581,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006865387,0.000115103,0.0006805886,0.0007422826,0.0002858054,0.00004908719,0.00009120401,0.00004247246,0.00007814117],"category_scores_gemma":[0.006042811,0.0001099676,0.0001109659,0.001014399,0.0002717025,0.000529652,0.0001979306,0.00106669,0.000004666053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003074924,"about_ca_system_score_gemma":0.0003134423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003488739,"about_ca_topic_score_gemma":0.00002548601,"domain_scores_codex":[0.9934093,0.004579053,0.0005461799,0.00028349,0.00082872,0.0003532273],"domain_scores_gemma":[0.9841998,0.01500613,0.0002834465,0.0001699805,0.00020404,0.0001366471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003467744,0.000006619438,0.9903042,0.00001184988,0.0002000936,0.0002262682,0.00125384,0.0009458723,0.0004000237,0.00007103273,0.0004538398,0.002658628],"study_design_scores_gemma":[0.00183753,0.0009513077,0.9423654,0.00003236666,0.00008359698,0.0002616716,0.02060519,0.0002391944,0.00002993081,0.0001672613,0.03332366,0.0001029015],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857918,0.001479676,0.00002907236,0.009820367,0.0002981961,0.0004373297,0.00000572753,0.000010683,0.002127172],"genre_scores_gemma":[0.9930273,0.004155811,0.0005627848,0.00007670642,0.00185443,0.000004225382,0.000009160033,0.00001315511,0.000296438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04793881,"threshold_uncertainty_score":0.7234245,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3134703758","doi":"10.1016/j.ahjo.2021.100004","title":"Impact of sex on long-term outcomes following mitral valve repair","year":2021,"lang":"en","type":"article","venue":"American Heart Journal Plus Cardiology Research and Practice","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Ejection fraction; Medicine; Propensity score matching; Single Center; Cardiology; Stroke (engine); Mitral valve repair; Myocardial infarction; Revascularization; Internal medicine; Retrospective cohort study; Surgery; Mitral valve; Heart failure","authors":[{"name":"Ryaan EL‐Andari","is_ca":true},{"name":"Sabin J. Bozso","is_ca":true},{"name":"Jimmy J.H. Kang","is_ca":true},{"name":"Dana Boe","is_ca":true},{"name":"Nicholas M. Fialka","is_ca":true},{"name":"Yongzhe Hong","is_ca":true},{"name":"Michael C. Moon","is_ca":true},{"name":"Darren H. Freed","is_ca":true},{"name":"Jayan Nagendran","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09621542872503118,"gpt":0.5214580753031001,"spread":0.4252426465780689,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001661382,0.0001786768,0.001029387,0.000199533,0.0002500941,0.00004496794,0.00005513089,0.00006853028,0.00003756375],"category_scores_gemma":[0.004081773,0.0001303439,0.005853032,0.0003714884,0.0003741206,0.0001739945,0.00008623541,0.0008761323,0.00002014737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002342501,"about_ca_system_score_gemma":0.0009552105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002703576,"about_ca_topic_score_gemma":0.000001516571,"domain_scores_codex":[0.9963741,0.00176438,0.0003029489,0.0003403288,0.0006310514,0.0005872456],"domain_scores_gemma":[0.9944959,0.003778663,0.0001183634,0.0003935303,0.0006067952,0.0006067166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001612428,0.0002302557,0.9708101,0.00001895242,0.01889573,0.004262582,0.0001137992,0.00001275296,0.0002128096,0.000006512497,0.001325652,0.002498487],"study_design_scores_gemma":[0.001794438,0.00374632,0.9839831,0.00005902055,0.001240849,0.007656203,0.001031185,0.00000147082,0.00001940965,0.00002280783,0.0003466646,0.00009851289],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903268,0.004830326,0.00001313493,0.001387119,0.0001237687,0.0002018908,0.00002191085,0.00001821725,0.003076895],"genre_scores_gemma":[0.997041,0.001609743,0.0003316282,0.0004266155,0.0002303487,0.000009195855,0.00001812831,0.00002342264,0.0003098566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01765488,"threshold_uncertainty_score":0.5902939,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414419968","doi":"10.1016/j.ahjo.2025.100621","title":"Impact of postoperative atrial fibrillation (POAF) on outcomes after coronary artery bypass grafting: A meta-analysis of unique 247,270 patients from 50 studies","year":2025,"lang":"en","type":"review","venue":"American Heart Journal Plus Cardiology Research and Practice","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Atrial fibrillation; Artery; Coronary artery bypass surgery; Acute kidney injury; Cardiac arrhythmia; Coronary artery disease; Cardiac surgery","authors":[{"name":"Ahmed K. Awad","is_ca":false},{"name":"Mohammed A. Elbahloul","is_ca":false},{"name":"Omar Al‐omoush","is_ca":false},{"name":"Omar Abdelnasser","is_ca":false},{"name":"Momen Hajali","is_ca":false},{"name":"Othman Saleh","is_ca":false},{"name":"Abdalrahman Altiti","is_ca":false},{"name":"Haytham Elgharably","is_ca":false},{"name":"Mohammad El‐Diasty","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3491918819799416,"gpt":0.5490407481963445,"spread":0.1998488662164029,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003407414,0.0004570241,0.008623922,0.001803356,0.0001957805,0.00004362281,0.0001377198,0.0002090757,0.00007292272],"category_scores_gemma":[0.01031416,0.0002757704,0.005419406,0.001545472,0.0006770127,0.0002566825,0.0002424787,0.001056576,0.000006611922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003215481,"about_ca_system_score_gemma":0.0008602677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003346049,"about_ca_topic_score_gemma":0.0000101266,"domain_scores_codex":[0.9895641,0.007224903,0.001392395,0.000516332,0.0008820554,0.0004201942],"domain_scores_gemma":[0.967019,0.0294282,0.001221977,0.0004756433,0.001646779,0.0002084163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.008413426,0.00002360157,0.1717669,0.0005806086,0.7819926,0.000149357,0.0003961145,0.0001558063,0.000001072959,0.00002069009,0.001517331,0.03498251],"study_design_scores_gemma":[0.002359907,0.008283589,0.1659879,0.0007867236,0.5515926,0.0002625181,0.001387995,0.00001141566,3.613264e-7,0.00006326775,0.2687756,0.0004881228],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02527357,0.9701684,0.00002394003,0.002104486,0.0001749614,0.001546334,0.0004360629,0.00001140915,0.0002608821],"genre_scores_gemma":[0.0321788,0.9662464,0.0004018117,0.0001541335,0.0004359586,0.0000119701,0.0002099559,0.00002700643,0.0003339824],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2672583,"threshold_uncertainty_score":0.9999694,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409598849","doi":"10.1016/j.ahjo.2025.100546","title":"Air pollution and cardiovascular disease: a systematic review of the effects of air pollution, including bushfire smoke, on cardiovascular disease","year":2025,"lang":"en","type":"review","venue":"American Heart Journal Plus Cardiology Research and Practice","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Confounding; Environmental health; Medicine; Smoke; Air pollution; Meta-analysis; Tobacco smoke; Disease; Internal medicine; Meteorology; Biology; Geography; Ecology","authors":[{"name":"Fariha Islam","is_ca":false},{"name":"Sai Keerthana Nukala","is_ca":false},{"name":"Pallavi Shrestha","is_ca":false},{"name":"Tim Badgery‐Parker","is_ca":false},{"name":"Fiona Foo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09780448640139082,"gpt":0.4211264108040527,"spread":0.3233219244026619,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01762551,0.0004414308,0.00462799,0.0002734516,0.0009420734,0.00002814236,0.0005100394,0.000173761,0.000005988223],"category_scores_gemma":[0.03816284,0.0002872182,0.001905205,0.001522199,0.001925125,0.0003097949,0.0007367074,0.001758373,0.000009761213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005863071,"about_ca_system_score_gemma":0.001328771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007502057,"about_ca_topic_score_gemma":0.000001848023,"domain_scores_codex":[0.9724303,0.02305342,0.001156331,0.0006788181,0.001927316,0.0007537701],"domain_scores_gemma":[0.9903203,0.00620459,0.000812464,0.001542352,0.0002223199,0.0008980192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000227132,0.00006379873,0.0001180198,0.9473599,0.004978796,0.0001898095,0.00008873738,0.0005333528,2.405989e-7,0.00005249356,0.006932175,0.03945558],"study_design_scores_gemma":[0.000379926,0.0005844054,0.002890293,0.4635566,0.01218397,0.001456896,0.0002420241,0.000006774711,3.1792e-7,0.00007864234,0.5182858,0.0003342896],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009225777,0.9901243,0.0001008062,0.005871742,0.0001794767,0.003311347,0.00007923621,0.00001131413,0.0002294903],"genre_scores_gemma":[0.006140577,0.9906899,0.00005849118,0.002674588,0.0001632764,0.0001767533,0.000006935866,0.00002920532,0.00006021767],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5113537,"threshold_uncertainty_score":0.999958,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402787685","doi":"10.1016/j.ahjo.2024.100463","title":"The environmental effects of non-invasive cardiac imaging","year":2024,"lang":"en","type":"article","venue":"American Heart Journal Plus Cardiology Research and Practice","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Environmental science; Medicine","authors":[{"name":"Kelsey Gardiner","is_ca":false},{"name":"Kate Hanneman","is_ca":true},{"name":"Rebecca Kozor","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04760853606906339,"gpt":0.4066555750638869,"spread":0.3590470389948235,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004402894,0.0001170879,0.0003221125,0.00007735532,0.0007750234,0.0001288523,0.0001620183,0.0000353764,0.00003624488],"category_scores_gemma":[0.001757374,0.00007834732,0.0000983111,0.000288756,0.002068478,0.0004002707,0.0002740828,0.0009459794,0.0002006418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002533922,"about_ca_system_score_gemma":0.000104553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004144907,"about_ca_topic_score_gemma":0.000008053758,"domain_scores_codex":[0.9968846,0.001442582,0.0002238065,0.0002526963,0.0004979399,0.0006984082],"domain_scores_gemma":[0.9847626,0.01457567,0.00007728481,0.0002049405,0.00002231616,0.0003571978],"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":[0.001378771,0.00008614431,0.2242117,0.0002501811,0.000539135,0.002933812,0.006781878,0.00009341457,0.1616761,0.0000743191,0.3337038,0.2682707],"study_design_scores_gemma":[0.0006104974,0.003341193,0.2804599,0.0002418005,0.000159596,0.01171318,0.01757392,0.0003122346,0.0019273,0.001011783,0.6822665,0.0003821569],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9436062,0.02424452,0.00009924015,0.02412264,0.0007006341,0.0005440739,0.0000179778,0.000018464,0.006646282],"genre_scores_gemma":[0.9546211,0.04409176,0.0001571406,0.000528117,0.0004153872,0.00001916395,0.000001599467,0.00001677681,0.000148981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3485626,"threshold_uncertainty_score":0.7621392,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4393359203","doi":"10.1016/j.ahjo.2024.100390","title":"Arterial stiffness assessment in coronary microvascular dysfunction and heart failure with preserved ejection fraction: An initial report from the WISE-CVD continuation study","year":2024,"lang":"en","type":"article","venue":"American Heart Journal Plus Cardiology Research and Practice","topic":"Cardiovascular Health and Disease Prevention","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"National Heart, Lung, and Blood Institute; National Institute on Aging; National Institutes of Health","keywords":"Cardiology; Medicine; Internal medicine; Ejection fraction; Arterial stiffness; Heart failure with preserved ejection fraction; Coronary artery disease; Heart failure; Pulse wave velocity; Cardiac magnetic resonance imaging; Magnetic resonance imaging; Blood pressure; Radiology","authors":[{"name":"Panteha Rezaeian","is_ca":false},{"name":"Chrisandra Shufelt","is_ca":false},{"name":"Janet Wei","is_ca":false},{"name":"Christine Pacheco","is_ca":true},{"name":"Galen Cook‐Wiens","is_ca":false},{"name":"Daniel S. Berman","is_ca":false},{"name":"Balaji Tamarappoo","is_ca":false},{"name":"Louise Thomson","is_ca":false},{"name":"Michael D. Nelson","is_ca":false},{"name":"R.D. Anderson","is_ca":false},{"name":"John W. Petersen","is_ca":false},{"name":"Eileen Handberg","is_ca":false},{"name":"Carl J. Pepine","is_ca":false},{"name":"C. Noel Bairey Merz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05947225727727722,"gpt":0.4245897965413346,"spread":0.3651175392640573,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007026766,0.0001715064,0.0005974966,0.0002313849,0.0005057073,0.0003053503,0.00005243803,0.00009621809,0.00002950392],"category_scores_gemma":[0.001081826,0.0001223367,0.000126416,0.0004731373,0.000392741,0.0009354738,0.0000634953,0.00165134,0.000005952273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002549024,"about_ca_system_score_gemma":0.001072616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0037808,"about_ca_topic_score_gemma":0.0003995879,"domain_scores_codex":[0.9927455,0.005084955,0.0004262411,0.0005592714,0.0008036959,0.0003803502],"domain_scores_gemma":[0.996751,0.001834365,0.0001166049,0.0003872993,0.000552284,0.0003584942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.05450284,0.001073808,0.8700594,0.0002144492,0.004626698,0.01539606,0.0014035,0.0002306911,0.01484299,0.00001817551,0.008512196,0.02911915],"study_design_scores_gemma":[0.003313499,0.001957419,0.9239224,0.0001067826,0.0004910659,0.03577684,0.01649365,0.0002210808,0.000007089552,0.00008167392,0.01751008,0.0001184319],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867372,0.002161456,0.001699761,0.007586886,0.000339391,0.001311811,0.000007788767,0.00003395411,0.0001217363],"genre_scores_gemma":[0.9966003,0.0005287249,0.0006458738,0.0002852116,0.001670919,0.0001300847,0.00009796232,0.00002432024,0.00001661813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05386294,"threshold_uncertainty_score":0.7174342,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4293380101","doi":"10.1016/j.ahjo.2022.100199","title":"Sex differences in baseline profiles and short-term outcomes in patients undergoing closure of patent foramen ovale","year":2022,"lang":"en","type":"article","venue":"American Heart Journal Plus Cardiology Research and Practice","topic":"Cardiovascular and Diving-Related Complications","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Toronto General Hospital; University of Toronto; McMaster University","funders":"","keywords":"Patent foramen ovale; Medicine; Stroke (engine); Cohort; Closure (psychology); Internal medicine; Population; Retrospective cohort study; Foramen ovale (heart); Cohort study; Surgery; Pediatrics; Cardiology; Migraine","authors":[{"name":"Areeba Asghar","is_ca":true},{"name":"Ada C. Stefanescu Schmidt","is_ca":false},{"name":"Yeva Sahakyan","is_ca":false},{"name":"Eric Horlick","is_ca":false},{"name":"Lusine Abrahamyan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1319680867550427,"gpt":0.393317033975949,"spread":0.2613489472209064,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003904151,0.0001029843,0.0007053377,0.0004081295,0.0002346106,0.00002583723,0.00007897813,0.0000397161,0.00001150155],"category_scores_gemma":[0.002199005,0.00008596577,0.00009779444,0.0005100318,0.0003051941,0.000121935,0.0002197823,0.001173448,7.971275e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001289443,"about_ca_system_score_gemma":0.0002932265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000410981,"about_ca_topic_score_gemma":0.00002585093,"domain_scores_codex":[0.9962918,0.002252962,0.0003550668,0.0002495558,0.0005078061,0.0003427861],"domain_scores_gemma":[0.9961476,0.003144968,0.00008502897,0.0002034453,0.0002562348,0.0001627068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001023834,0.0001507773,0.995163,0.00002530728,0.0002811731,0.0001098612,0.0004026038,0.00007206552,0.00009458943,0.00001925042,0.0001690075,0.002488486],"study_design_scores_gemma":[0.002225976,0.001952966,0.9876921,0.00003883668,0.00006337053,0.001818978,0.005439441,0.00008351126,0.00000640402,0.00009640973,0.0004995328,0.00008242917],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940237,0.001285743,0.00005023369,0.003699997,0.00003473089,0.0004039882,0.00001555294,0.000005651842,0.0004804422],"genre_scores_gemma":[0.9979326,0.001434286,0.0002596281,0.0002250152,0.00003829583,0.00005132212,0.00001362441,0.00001050383,0.00003476708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0074709,"threshold_uncertainty_score":0.5098112,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406389410","doi":"10.1016/j.ahjo.2025.100500","title":"Cultivating a thriving environment for women in cardiology through leadership and inclusion","year":2025,"lang":"en","type":"editorial","venue":"American Heart Journal Plus Cardiology Research and Practice","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Thomas Hospital","funders":"National Heart, Lung, and Blood Institute; American Regent; Esperion Therapeutics; Idorsia Pharmaceuticals; Novo Nordisk; Bristol-Myers Squibb; AstraZeneca; National Institutes of Health; U.S. Department of Health and Human Services","keywords":"Thriving; Inclusion (mineral); Medicine; Internal medicine; Cardiology; Psychology; Medical education; Psychotherapist; Social psychology","authors":[{"name":"Renée P. Bullock-Palmer","is_ca":false},{"name":"Martha Gulati","is_ca":false},{"name":"Gina Lundberg","is_ca":false},{"name":"Monika Sanghavi","is_ca":false},{"name":"Odayme Quesada","is_ca":false},{"name":"Nosheen Reza","is_ca":false},{"name":"Julia Grapsa","is_ca":true},{"name":"Jessica Lee","is_ca":false},{"name":"Annabelle Santos Volgman","is_ca":false},{"name":"Laxmi S. Mehta","is_ca":false},{"name":"Sandra Lewis","is_ca":false},{"name":"Kamala P. Tamirisa","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1436248580025339,"gpt":0.4544175935598959,"spread":0.310792735557362,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.03614548,0.0002065481,0.001123501,0.0003181497,0.003983406,0.0001511724,0.0004880939,0.0005487156,0.00001088294],"category_scores_gemma":[0.04924963,0.0001955332,0.00009800507,0.0003626923,0.003512518,0.000426544,0.002218378,0.003415076,0.000002368757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001111634,"about_ca_system_score_gemma":0.001680214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003239475,"about_ca_topic_score_gemma":0.0001527479,"domain_scores_codex":[0.9892223,0.007075387,0.000340953,0.0005388083,0.001466788,0.001355686],"domain_scores_gemma":[0.9608199,0.03798698,0.000216474,0.0001776859,0.0004607925,0.0003381431],"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":[0.001472879,0.00002126009,0.002570253,0.0001316551,0.0003484089,0.0003148557,0.05531993,0.00003265569,0.00002737486,0.0001263342,0.9296492,0.009985139],"study_design_scores_gemma":[0.000651202,0.0008813302,0.0001368205,0.00012606,0.0000375381,0.0000761689,0.2143319,0.00000129884,2.712739e-7,0.001375811,0.7822478,0.0001338186],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0382541,0.06506444,0.003152438,0.2387573,0.5045347,0.006153159,0.0004021106,0.0001450429,0.1435367],"genre_scores_gemma":[0.07970537,0.1638495,0.002682354,0.002764599,0.7439163,0.0002503551,0.00006583898,0.00005723912,0.006708434],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.2393816,"threshold_uncertainty_score":0.9991993,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4210747675","doi":"10.1016/j.ahjo.2022.100090","title":"Why is it important for male cardiologists to enroll more women in cardiovascular trials?","year":2022,"lang":"en","type":"article","venue":"American Heart Journal Plus Cardiology Research and Practice","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; Population Health Research Institute; Impact","funders":"","keywords":"Medicine; Family medicine; Medical education","authors":[{"name":"Mamas Mamas","is_ca":false},{"name":"Harriette G.C. Van Spall","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3398452428943788,"gpt":0.5433467316329882,"spread":0.2035014887386094,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.1172696,0.0002387998,0.002624161,0.0008759447,0.0008276968,0.00007310809,0.000276691,0.0001229174,0.0002282895],"category_scores_gemma":[0.283767,0.0001913751,0.0005461064,0.001294833,0.0007840152,0.0002030395,0.0003695387,0.003383293,0.00001711362],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001735609,"about_ca_system_score_gemma":0.008016818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001598964,"about_ca_topic_score_gemma":0.00001067243,"domain_scores_codex":[0.9829506,0.01013037,0.0009860635,0.0006666436,0.00205922,0.003207077],"domain_scores_gemma":[0.9741209,0.01654519,0.0002010124,0.0006492964,0.0009142554,0.007569348],"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":[0.02888471,0.0001511567,0.01754829,0.0001451217,0.001831394,0.006758861,0.003595997,0.0002558413,0.0007927481,0.00001259431,0.9210757,0.01894756],"study_design_scores_gemma":[0.003401541,0.01103772,0.003811895,0.00003040325,0.00008284178,0.02888294,0.02553745,0.00004456358,0.00001415735,0.00009801395,0.9268948,0.0001636425],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4239089,0.0135345,0.00070043,0.5544288,0.0003944417,0.004058405,0.0001838817,0.00002566037,0.002764886],"genre_scores_gemma":[0.8002192,0.01573598,0.002126675,0.1760127,0.002305467,0.002156107,0.00003052762,0.00008168684,0.001331589],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3784161,"threshold_uncertainty_score":0.998916,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4210368789","doi":"10.1016/j.ahjo.2022.100097","title":"The design and rationale of the Advancing Cardiac Care Unit-based Rapid Assessment and Treatment of hypErcholesterolemia (ACCURATE) study","year":2022,"lang":"en","type":"article","venue":"American Heart Journal Plus Cardiology Research and Practice","topic":"Lipoproteins and Cardiovascular Health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre for Advancing Health Outcomes; Vancouver General Hospital; St. Paul's Hospital; University of British Columbia","funders":"Vancouver Coastal Health Research Institute; Genome British Columbia","keywords":"Medicine; Familial hypercholesterolemia; Acute coronary syndrome; Cohort; Guideline; Clinical endpoint; Randomized controlled trial; Internal medicine; Coronary care unit; Genetic testing; Disease; Intensive care medicine; Pediatrics; Cholesterol; Pathology; Myocardial infarction","authors":[{"name":"Junran J. Peng","is_ca":true},{"name":"Navid B. Saleh","is_ca":true},{"name":"Thomas M. Roston","is_ca":true},{"name":"Adam I. Kramer","is_ca":true},{"name":"Lubomira Cermakova","is_ca":true},{"name":"G.B. John Mancini","is_ca":true},{"name":"Christopher B. Fordyce","is_ca":true},{"name":"Liam R. Brunham","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1118610680830395,"gpt":0.4396606039936736,"spread":0.327799535910634,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007774985,0.0001091248,0.0005929255,0.00009436578,0.001228606,0.00003255214,0.00007701648,0.00002332826,0.000003134841],"category_scores_gemma":[0.0006057806,0.00006175369,0.0001239823,0.0002975985,0.0006704385,0.00008027856,0.0001217307,0.0006551727,1.003128e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002290993,"about_ca_system_score_gemma":0.001420622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005923917,"about_ca_topic_score_gemma":0.00001128626,"domain_scores_codex":[0.9893075,0.009183774,0.0002851515,0.000209568,0.0007190657,0.0002949755],"domain_scores_gemma":[0.9942893,0.004483033,0.0001710324,0.0003652515,0.0005162575,0.0001750906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01117372,0.000565556,0.6769245,0.0001681011,0.004189958,0.0003311614,0.009189009,0.004205538,0.005853457,0.00007362461,0.0008374845,0.2864879],"study_design_scores_gemma":[0.005611227,0.03266098,0.6145416,0.0000444656,0.0007051434,0.005425268,0.2576559,0.0002427999,0.000221954,0.00003835402,0.0826944,0.0001579542],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9770861,0.01603345,0.0002011573,0.004896726,0.00007589373,0.001559382,0.00001225095,0.000003224713,0.0001318738],"genre_scores_gemma":[0.9914626,0.007191916,0.0009075798,0.0001549,0.0001199813,0.0001309703,0.000002372823,0.00001187921,0.00001784011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.28633,"threshold_uncertainty_score":0.9449569,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4323044046","doi":"10.1016/j.ahjo.2023.100285","title":"Derivation and validation of predictive indices for cardiac readmission after coronary and valvular surgery – A multicenter study","year":2023,"lang":"en","type":"article","venue":"American Heart Journal Plus Cardiology Research and Practice","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Public Health Ontario; University of Toronto; University Health Network; Health Sciences Centre; Sunnybrook Health Science Centre; Institute for Clinical Evaluative Sciences","funders":"CorHealth Ontario","keywords":"Medicine; Cohort; Derivation; Statistic; Retrospective cohort study; Hazard ratio; Internal medicine; Cohort study; Emergency medicine; Medical record; Cardiology; Statistics; Artery; Confidence interval; Mathematics","authors":[{"name":"Louise Y. Sun","is_ca":true},{"name":"Anna Chu","is_ca":true},{"name":"Derrick Y. Tam","is_ca":true},{"name":"Xuesong Wang","is_ca":true},{"name":"Jiming Fang","is_ca":true},{"name":"Peter C. Austin","is_ca":true},{"name":"Christopher M. Feindel","is_ca":true},{"name":"Vicki Alexopoulos","is_ca":true},{"name":"Natasa Tusevljak","is_ca":true},{"name":"Rodolfo V. Rocha","is_ca":true},{"name":"Maral Ouzounian","is_ca":true},{"name":"Graham Woodward","is_ca":true},{"name":"Douglas S. Lee","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09913526330883225,"gpt":0.4301794873996959,"spread":0.3310442240908636,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004581139,0.000104734,0.0005129737,0.0003831633,0.0002237285,0.00003653562,0.00002087977,0.0000476583,0.000003578797],"category_scores_gemma":[0.002476619,0.00008137303,0.00006225819,0.0002889194,0.000323538,0.0003024719,0.00009086082,0.0002770657,0.00000209006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000044552,"about_ca_system_score_gemma":0.0001290833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001133712,"about_ca_topic_score_gemma":0.000001681093,"domain_scores_codex":[0.997627,0.001247716,0.0002495758,0.0002534533,0.0003307014,0.0002916024],"domain_scores_gemma":[0.9945462,0.004603327,0.0001117062,0.0001239057,0.0003851998,0.0002296862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008583655,0.0001119215,0.9704578,0.00009859325,0.0009415123,0.000262854,0.001744279,0.000004275625,0.0008806851,0.000002684633,0.006656808,0.01025491],"study_design_scores_gemma":[0.001488391,0.005122246,0.9569862,0.00007496806,0.0003812483,0.0004758541,0.01664772,0.00007160197,0.0001100896,0.00004095749,0.01851929,0.00008139689],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903002,0.0007813781,0.0001026676,0.007518811,0.0000631516,0.001158029,0.00001060437,0.00001557054,0.00004958453],"genre_scores_gemma":[0.9944992,0.004172691,0.0007925116,0.0001155459,0.000167082,0.000128794,0.00002229174,0.00001345977,0.00008840466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01490344,"threshold_uncertainty_score":0.3318296,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406269283","doi":"10.1016/j.ahjo.2025.100501","title":"The design and rationale of the cardiac REHABilitation to improve metabolic health in Hypertrophic CardioMyopathy (REHAB-HCM) Study","year":2025,"lang":"en","type":"article","venue":"American Heart Journal Plus Cardiology Research and Practice","topic":"Cardiomyopathy and Myosin Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University; St. Paul's Hospital; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Canadian Institutes of Health Research; Canadian Cardiovascular Society; University of British Columbia; St. Paul's Foundation","keywords":"Hypertrophic cardiomyopathy; Medicine; Rehabilitation; Cardiology; Internal medicine; Cardiomyopathy; Physical therapy; Heart failure","authors":[{"name":"Matthew Cheung","is_ca":true},{"name":"Nathaniel Moulson","is_ca":true},{"name":"Jinelle C. Gelinas","is_ca":true},{"name":"Ali Daraei","is_ca":true},{"name":"Carolyn Taylor","is_ca":true},{"name":"Neil D. Eves","is_ca":true},{"name":"Graeme J. Koelwyn","is_ca":true},{"name":"Thomas M. Roston","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05406397429745696,"gpt":0.4186815084592485,"spread":0.3646175341617915,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01662084,0.0001410067,0.0009888088,0.0003073053,0.0008971243,0.00005510566,0.0001170881,0.00004107169,2.910334e-7],"category_scores_gemma":[0.01303323,0.00008377434,0.0001583533,0.001118733,0.001090979,0.0001255567,0.0002499282,0.0009417883,0.000001219313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001517617,"about_ca_system_score_gemma":0.001020658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007286131,"about_ca_topic_score_gemma":0.00002570894,"domain_scores_codex":[0.9899538,0.008335247,0.0004611601,0.0003253619,0.0004700255,0.0004544199],"domain_scores_gemma":[0.9848803,0.01359707,0.0001367841,0.000403947,0.0008043768,0.0001775669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02044705,0.0004568401,0.7410198,0.000185441,0.003981335,0.0001372298,0.01654514,0.0007735465,0.008695112,0.001563094,0.05072909,0.1554664],"study_design_scores_gemma":[0.001454007,0.005633439,0.8535008,0.00007310468,0.0002023092,0.0008568942,0.0449766,0.00001960922,0.0000330746,0.0004074961,0.09274735,0.00009534622],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8563405,0.03142434,0.0003377619,0.1081428,0.0003818576,0.002952614,0.000008956851,0.000009621121,0.0004015955],"genre_scores_gemma":[0.9872681,0.009922229,0.001187434,0.001098931,0.0002218964,0.0001869235,4.807238e-7,0.00001078906,0.0001032427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.155371,"threshold_uncertainty_score":0.9952804,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407118618","doi":"10.1016/j.ahjo.2025.100503","title":"Evaluating the quality of care for heart failure hospitalizations in inflammatory arthritis – A population-based cohort study","year":2025,"lang":"en","type":"article","venue":"American Heart Journal Plus Cardiology Research and Practice","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Institute for Clinical Evaluative Sciences; Sinai Health System; Sunnybrook Hospital; Women's College Hospital; University Health Network; University of Toronto","funders":"Ontario Ministry of Health and Long-Term Care; Canadian Rheumatology Association","keywords":"Medicine; Cohort; Heart failure; Quality (philosophy); Arthritis; Intensive care medicine; Inflammatory arthritis; Cohort study; Population; Emergency medicine; Internal medicine; Environmental health","authors":[{"name":"Bindee Kuriya","is_ca":true},{"name":"Lihi Eder","is_ca":true},{"name":"Sahil Koppikar","is_ca":true},{"name":"Jessica Widdifield","is_ca":true},{"name":"Anna Chu","is_ca":true},{"name":"Jiming Fang","is_ca":true},{"name":"Irene Jeong","is_ca":true},{"name":"Douglas S. Lee","is_ca":true},{"name":"Jacob A. Udell","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06852011603686037,"gpt":0.4874950228574556,"spread":0.4189749068205952,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01206245,0.0001198667,0.0007599124,0.0004156978,0.0007071946,0.00009119843,0.0001180373,0.00005810476,0.000009897638],"category_scores_gemma":[0.01929,0.0000913476,0.0001306824,0.0006885491,0.0006903611,0.0001923613,0.00006516033,0.0008687657,0.000001418816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001566135,"about_ca_system_score_gemma":0.001283806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001936036,"about_ca_topic_score_gemma":0.0007435469,"domain_scores_codex":[0.9929547,0.004997476,0.0006015889,0.0002805281,0.0007099075,0.0004557541],"domain_scores_gemma":[0.9876669,0.009949888,0.000158723,0.0003366115,0.001733956,0.0001538941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002365084,0.00009527813,0.9913604,0.00006368397,0.0002614657,0.00001773819,0.0007393858,0.0002929629,0.0003785928,0.0002419176,0.000977373,0.00320615],"study_design_scores_gemma":[0.003043451,0.004991923,0.9528029,0.000207527,0.0000179221,0.0002557035,0.03166277,0.0001573496,0.00001666819,0.000295208,0.006464942,0.00008366038],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.975586,0.007806128,0.0002342,0.01383188,0.00005302882,0.002268125,0.00001482526,0.00001073918,0.0001950719],"genre_scores_gemma":[0.9957972,0.002018653,0.001421982,0.0003190509,0.00008349738,0.0003066266,0.00001728728,0.00001313415,0.00002263763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0385575,"threshold_uncertainty_score":0.9889709,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7117463433","doi":"10.1016/j.ahjo.2025.100707","title":"Coronary artery calcium score of zero does not rule out obstructive CAD in young adults","year":2025,"lang":"en","type":"article","venue":"American Heart Journal Plus Cardiology Research and Practice","topic":"Cardiac Imaging 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":"Western University; Lawson Health Research Institute; Sault Area Hospital; London Health Sciences Centre","funders":"","keywords":"CAD; Young adult; Coronary artery disease; Chest pain; Zero (linguistics); Coronary artery calcium","authors":[{"name":"O. Smettei","is_ca":true},{"name":"R.M. Abazid","is_ca":true},{"name":"J.G. Romsa","is_ca":true},{"name":"C. Akincioglu","is_ca":true},{"name":"J.C. Warrington","is_ca":true},{"name":"Thamer Badawi Alshaar","is_ca":true},{"name":"P.J. Teefy","is_ca":true},{"name":"S. De","is_ca":true},{"name":"N. Tzemos","is_ca":true},{"name":"R. Zareardalan","is_ca":true},{"name":"M. Badreddine","is_ca":true},{"name":"Y. Bureau","is_ca":true},{"name":"WC Vezina","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05602788177738967,"gpt":0.4119537091509697,"spread":0.35592582737358,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002682173,0.0001550563,0.0008787634,0.0005048758,0.0001926508,0.00003833652,0.00009723761,0.00009732843,0.000005753729],"category_scores_gemma":[0.01089288,0.0001197212,0.0001472586,0.0004434377,0.001461249,0.0002262128,0.0001428315,0.001754433,0.00001011959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001933197,"about_ca_system_score_gemma":0.0008180661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001736653,"about_ca_topic_score_gemma":0.00005604899,"domain_scores_codex":[0.996798,0.001433387,0.0004164312,0.0003283174,0.0004474888,0.0005763657],"domain_scores_gemma":[0.9908755,0.007519297,0.0001341882,0.0002941829,0.0009058399,0.000271025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00871218,0.0000842787,0.9716681,0.00008093409,0.0004577789,0.002065588,0.0009670217,0.00002249627,0.002850441,0.00006754104,0.006073314,0.006950294],"study_design_scores_gemma":[0.002385,0.001132896,0.9623401,0.0003424246,0.000154596,0.01711203,0.01124343,0.00002215168,0.0005945498,0.0004706691,0.004067247,0.000134906],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9766561,0.002435346,0.0003196265,0.010435,0.0005626357,0.0003501909,0.00004026278,0.00001417165,0.00918669],"genre_scores_gemma":[0.995703,0.001963171,0.0007401839,0.0008730045,0.0002876496,0.00001768015,0.000007280654,0.00001459328,0.000393442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01904692,"threshold_uncertainty_score":0.9974388,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391487097","doi":"10.1016/j.ahjo.2024.100369","title":"Delayed treatment initiation of oral anticoagulants among Medicare patients with atrial fibrillation","year":2024,"lang":"en","type":"article","venue":"American Heart Journal Plus Cardiology Research and Practice","topic":"Atrial Fibrillation Management and Outcomes","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":"Group for Research in Decision Analysis","funders":"Pfizer; Bristol-Myers Squibb","keywords":"Atrial fibrillation; Medicine; Cardiology; Internal medicine","authors":[{"name":"Xuemei Luo","is_ca":false},{"name":"J. Chaves","is_ca":false},{"name":"Amol D. Dhamane","is_ca":false},{"name":"Feng Dai","is_ca":false},{"name":"Dominick Latrémouille-Viau","is_ca":true},{"name":"Aolin Wang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1289375856218811,"gpt":0.4494184033628718,"spread":0.3204808177409907,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001575968,0.0001127039,0.0005410269,0.0003395171,0.0001736523,0.0000630673,0.00003210538,0.0000586582,0.00002311108],"category_scores_gemma":[0.001464144,0.00007428403,0.0001331683,0.0004668539,0.0004596301,0.0003835978,0.0000337653,0.0002988203,0.000009959222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001351696,"about_ca_system_score_gemma":0.0003047048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000278971,"about_ca_topic_score_gemma":0.00000964684,"domain_scores_codex":[0.9977384,0.0009042705,0.0002987789,0.0002057458,0.00058109,0.0002717568],"domain_scores_gemma":[0.9964534,0.002560993,0.0001262767,0.0001250358,0.0005425877,0.0001917015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005989863,0.000004713938,0.9718813,0.00003135715,0.001310591,0.0001636091,0.0003491682,0.0001229744,0.0000493305,0.00007237851,0.0009221339,0.01910255],"study_design_scores_gemma":[0.003226196,0.009910925,0.920657,0.0001078824,0.0007108746,0.000946909,0.001794774,0.0005613749,0.00002061847,0.00006796249,0.061866,0.0001294446],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923064,0.00113713,0.0003367099,0.00476094,0.0001688717,0.0004644317,0.00001198354,0.00002234982,0.0007911754],"genre_scores_gemma":[0.9956574,0.002377195,0.000635024,0.00004598988,0.001121026,8.0978e-7,0.00005096613,0.00001492924,0.00009663336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06094387,"threshold_uncertainty_score":0.3029215,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408702055","doi":"10.1016/j.ahjo.2025.100527","title":"Intracoronary acetylcholine for vasospasm provocation in women with ischemia and no obstructive coronary artery disease","year":2025,"lang":"en","type":"article","venue":"American Heart Journal Plus Cardiology Research and Practice","topic":"Cardiac Imaging 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":"Centre Hospitalier de l’Université de Montréal; Santé Montérégie","funders":"Emory University Department of Medicine; National Center for Advancing Translational Sciences; National Center for Research Resources; National Heart, Lung, and Blood Institute; Deutsches Krebsforschungszentrum; Adelson Family Foundation; Clinical and Translational Science Institute, University of Florida; University of Florida; National Institutes of Health; Qmed; Cedars-Sinai Medical Center; Ladies Hospital Aid Society; National Institute on Aging; Society for Women’s Health Research; Gustavus and Louise Pfeiffer Research Foundation","keywords":"Provocation test; Medicine; Vasospasm; Cardiology; Coronary vasospasm; Internal medicine; Coronary artery disease; Acetylcholine; Ischemia; Coronary angiography; Myocardial infarction; Pathology","authors":[{"name":"Benita Tjoe","is_ca":false},{"name":"Christine Pacheco","is_ca":true},{"name":"Nissi Suppogu","is_ca":false},{"name":"Bruce Samuels","is_ca":false},{"name":"Panteha Rezaeian","is_ca":false},{"name":"Balaji Tamarappoo","is_ca":false},{"name":"Daniel S. Berman","is_ca":false},{"name":"Behzad Sharif","is_ca":false},{"name":"Michael D. Nelson","is_ca":false},{"name":"R. David Anderson","is_ca":false},{"name":"John L. Petersen","is_ca":false},{"name":"Carl J. Pepine","is_ca":false},{"name":"Louise Thomson","is_ca":false},{"name":"C. Noel Bairey Merz","is_ca":false},{"name":"Janet Wei","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02982826530812102,"gpt":0.3903839227612161,"spread":0.3605556574530951,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00212171,0.0001355762,0.0005071188,0.0002614481,0.0002300133,0.00005854696,0.00004880263,0.00005342433,0.000002527404],"category_scores_gemma":[0.007031159,0.0001107961,0.00003923173,0.0003309165,0.0009491407,0.0002954087,0.0000742392,0.000987757,0.000003182178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002496906,"about_ca_system_score_gemma":0.0009881511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005262958,"about_ca_topic_score_gemma":0.000001994812,"domain_scores_codex":[0.9981501,0.000569456,0.0002186387,0.000323699,0.0002348282,0.0005032734],"domain_scores_gemma":[0.9928858,0.005683055,0.00007478156,0.0001952199,0.0007556613,0.0004054869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.114332,0.0003034852,0.7712693,0.0003829046,0.001398915,0.001989121,0.001527239,0.0001001166,0.003016182,0.0001721635,0.03290176,0.07260682],"study_design_scores_gemma":[0.004047323,0.002748984,0.9203685,0.0002220331,0.0001884613,0.01204329,0.007737748,0.0001048116,0.00002892362,0.0004886697,0.05185506,0.0001661785],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9708281,0.004092104,0.0006879598,0.02102936,0.0001129782,0.0007848777,0.00001941586,0.00001622839,0.002428959],"genre_scores_gemma":[0.9908708,0.002950825,0.003214873,0.002152355,0.000365782,0.000169529,0.00001234001,0.00001625834,0.0002472712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1490992,"threshold_uncertainty_score":0.8417463,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414422732","doi":"10.1016/j.ahjo.2025.100597","title":"Actionable arrhythmias in low-risk patients with ST segment elevation myocardial infarction (STEMI): role for continued telemetry beyond 24–48 h","year":2025,"lang":"en","type":"article","venue":"American Heart Journal Plus Cardiology Research and Practice","topic":"Cardiac pacing and defibrillation studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Royal University Hospital; University of Saskatchewan","funders":"Royal University Hospital Foundation","keywords":"Telemetry; ST segment; Myocardial infarction; Triage; Elevation (ballistics); Electrocardiography","authors":[{"name":"Thomas G. Lowe","is_ca":true},{"name":"Rama Mangipudi","is_ca":true},{"name":"Minyoung Kim","is_ca":true},{"name":"Daniel Baik","is_ca":true},{"name":"Haissam Haddad","is_ca":true},{"name":"Jay Shavadia","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02506836076563885,"gpt":0.3669356202782291,"spread":0.3418672595125902,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003391541,0.0001520927,0.0007616642,0.000570707,0.0005680877,0.00007620142,0.00002152622,0.00008792139,0.000003100245],"category_scores_gemma":[0.00474864,0.0001249644,0.0001228124,0.0007896401,0.0003568864,0.0003074784,0.00005505095,0.0008891702,0.000006596612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003548115,"about_ca_system_score_gemma":0.0004564714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003078359,"about_ca_topic_score_gemma":0.00001453083,"domain_scores_codex":[0.9972253,0.001082972,0.000374058,0.0003299319,0.0005070345,0.0004807302],"domain_scores_gemma":[0.9942631,0.003723993,0.0002147042,0.0001893583,0.001445555,0.0001633016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01389641,0.00006675589,0.9385864,0.00005400608,0.001277565,0.00002032662,0.0003369,0.0006797198,0.0003173588,0.00004523752,0.03185923,0.01286006],"study_design_scores_gemma":[0.005617133,0.002006219,0.6579925,0.0001207723,0.0002402435,0.001452591,0.008266953,0.00006509929,0.00004290802,0.0001926011,0.3238364,0.0001665833],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9794043,0.001299768,0.002388392,0.00378507,0.0003894442,0.001035756,0.00005090977,0.00002450532,0.01162183],"genre_scores_gemma":[0.9953039,0.001650682,0.001244572,0.0005879856,0.0005977073,0.00008389469,0.00003620404,0.00001659039,0.0004784441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2919771,"threshold_uncertainty_score":0.5684909,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413174387","doi":"10.1016/j.ahjo.2025.100589","title":"Prophylactic surgical left atrial appendage occlusion: More questions than answers!","year":2025,"lang":"en","type":"letter","venue":"American Heart Journal Plus Cardiology Research and Practice","topic":"Atrial Fibrillation Management and Outcomes","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":"McMaster University; Population Health Research Institute","funders":"","keywords":"Appendage; Medicine; Occlusion; Left atrial appendage occlusion; Atrial Appendage; Internal medicine; Cardiology; Atrial fibrillation; Anatomy; Warfarin","authors":[{"name":"Jianguo Xu","is_ca":true},{"name":"Richard Whitlock","is_ca":true},{"name":"Emilie P. Belley‐Côté","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1219717446637888,"gpt":0.4667225085692918,"spread":0.344750763905503,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00525742,0.0004061396,0.001705219,0.0009754466,0.001091861,0.0002616904,0.0002507977,0.0005989069,0.000164436],"category_scores_gemma":[0.007584873,0.000320745,0.0007073572,0.0007514519,0.001596576,0.0003826644,0.0004335423,0.007945429,0.0001110142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003481882,"about_ca_system_score_gemma":0.001627757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000342798,"about_ca_topic_score_gemma":0.000003972224,"domain_scores_codex":[0.9910979,0.005079286,0.0006763334,0.0006982671,0.001395575,0.001052588],"domain_scores_gemma":[0.9865943,0.01100142,0.0003698757,0.0005753042,0.001032603,0.000426523],"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":[0.005471781,0.000007771851,0.02678966,0.0002233757,0.001252515,0.02407604,0.0001644994,0.00001816515,0.00001574601,0.00006486825,0.9406957,0.00121989],"study_design_scores_gemma":[0.001500677,0.00173547,0.004636842,0.00009583926,0.0007340798,0.04126706,0.00108769,0.00001923353,0.000001005675,0.0001087394,0.9485532,0.0002601683],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003069713,0.003079782,0.0001290036,0.9807181,0.0009680229,0.001068243,0.00003024638,0.00006425098,0.01087267],"genre_scores_gemma":[0.157971,0.03226091,0.004381116,0.519032,0.1713451,0.000007856081,0.0008607408,0.0002969296,0.1138443],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.4616861,"threshold_uncertainty_score":0.9999245,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4297837947","doi":"10.1016/j.ahjo.2022.100207","title":"Development and validation of a model to categorize cardiovascular cause of death using health administrative data","year":2022,"lang":"en","type":"article","venue":"American Heart Journal Plus Cardiology Research and Practice","topic":"Medical Coding and Health Information","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of British Columbia; Toronto Western Hospital; North York General Hospital; Heart and Stroke Foundation; Sunnybrook Health Science Centre; St. Michael's Hospital; University of Alberta; Canadian VIGOUR Centre; University of Toronto; Health Sciences Centre; University Health Network; Institute for Clinical Evaluative Sciences; Women's College Hospital","funders":"Duke Clinical Research Institute; Department of Medicine, University of Toronto; Canadian Institutes of Health Research; American Regent; Esperion Therapeutics; Servier; HLS Therapeutics; Ontario Ministry of Research, Innovation and Science; Novo Nordisk; Daiichi-Sankyo; Anthos Therapeutics; Institute for Clinical Evaluative Sciences; Bayer Canada; Regeneron Pharmaceuticals; Pfizer; York University; Cleveland Clinic; Bristol-Myers Squibb; Eli Lilly and Company; AstraZeneca; Institute of Circulatory and Respiratory Health; CSL Behring; University of Toronto; Amgen; Boehringer Ingelheim; Ministry of Health -Singapore; Cancer Care Ontario; Heart and Stroke Foundation of Canada; Sanofi; Novartis","keywords":"Categorization; Computer science; Data mining; Data science; Artificial intelligence","authors":[{"name":"Sagar Patel","is_ca":true},{"name":"Wade Thompson","is_ca":true},{"name":"Atul Sivaswamy","is_ca":true},{"name":"Anam Khan","is_ca":true},{"name":"Laura Legere","is_ca":true},{"name":"Douglas S. Lee","is_ca":true},{"name":"Husam Abdel‐Qadir","is_ca":true},{"name":"Cynthia A. Jackevicius","is_ca":true},{"name":"Shaun G. Goodman","is_ca":true},{"name":"Michael E. Farkouh","is_ca":true},{"name":"Karen Tu","is_ca":true},{"name":"Moira K. Kapral","is_ca":true},{"name":"Harindra C. Wijeysundera","is_ca":true},{"name":"Derrick Y. Tam","is_ca":true},{"name":"Peter C. Austin","is_ca":true},{"name":"Jiming Fang","is_ca":true},{"name":"Dennis T. Ko","is_ca":true},{"name":"Jacob A. Udell","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.8095949003503027,"gpt":0.625337661012384,"spread":0.1842572393379187,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.02585098,0.0000899845,0.0006721277,0.0002726033,0.001912073,0.000009469763,0.0001848256,0.00004612382,0.000009468868],"category_scores_gemma":[0.003487558,0.00008071515,0.0000336636,0.0003934745,0.0002224031,0.000283819,0.0005666364,0.001515321,0.00000182285],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003606555,"about_ca_system_score_gemma":0.005982166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001612925,"about_ca_topic_score_gemma":0.00001231566,"domain_scores_codex":[0.9916605,0.005981155,0.0007900414,0.0002349819,0.0008210958,0.0005121985],"domain_scores_gemma":[0.9951587,0.002925429,0.0004681335,0.0003563154,0.000600299,0.0004910636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.03010637,0.0007544801,0.1745632,0.006323121,0.009440015,0.0005129541,0.4252114,0.1064414,0.002635361,0.009302423,0.08137198,0.1533373],"study_design_scores_gemma":[0.004569212,0.009860589,0.0192898,0.0004940549,0.0003541792,0.006874586,0.3553376,0.03257875,0.0001244452,0.0007448452,0.5691025,0.0006694843],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9600707,0.002022853,0.02590472,0.009914888,0.0001608034,0.001054959,0.0001112894,0.00001082466,0.0007489513],"genre_scores_gemma":[0.9694483,0.001503249,0.02770714,0.001109977,0.0001168776,0.00004142808,0.00003269036,0.00001047058,0.00002987658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4877305,"threshold_uncertainty_score":0.999653,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416917902","doi":"10.1016/j.ahjo.2025.100690","title":"Cardiac troponin T elevation predicts mortality in hospitalized COVID-19 patients","year":2025,"lang":"en","type":"article","venue":"American Heart Journal Plus Cardiology Research and Practice","topic":"COVID-19 Clinical Research Studies","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":"Brock University","funders":"National Center for Advancing Translational Sciences; National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute; Biomedical Advanced Research and Development Authority; UnitedHealth Group; U.S. Department of Health and Human Services; Octapharma; American Heart Association; National Institute of Allergy and Infectious Diseases; Mayo Clinic","keywords":"Elevation (ballistics); Troponin T; Troponin; Clinical trial; Mortality rate; Electrocardiography","authors":[{"name":"Katelyn A. Bruno","is_ca":false},{"name":"R. Scott Wright","is_ca":false},{"name":"Joshua Culberson","is_ca":false},{"name":"Mikolaj A. Wieczorek","is_ca":false},{"name":"David O. Hodge","is_ca":false},{"name":"Patrick W. Johnson","is_ca":false},{"name":"Emily R. Whelan","is_ca":false},{"name":"Jose Malavet","is_ca":false},{"name":"Kathryn F. Larson","is_ca":false},{"name":"Jonathon W. Senefeld","is_ca":false},{"name":"Chad C. Wiggins","is_ca":false},{"name":"Stephen A. Klassen","is_ca":true},{"name":"J.F. Ricci","is_ca":false},{"name":"Taimur Sher","is_ca":false},{"name":"Rickey E. Carter","is_ca":false},{"name":"Michael J. Joyner","is_ca":false},{"name":"DeLisa Fairweather","is_ca":false},{"name":"Allan S. Jaffe","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1159443613352024,"gpt":0.5355168213416805,"spread":0.4195724600064781,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01473625,0.0002007784,0.001213074,0.0007311802,0.000557472,0.00008266205,0.0001833723,0.0001422512,0.00002078986],"category_scores_gemma":[0.3424496,0.0001667009,0.000204377,0.001539315,0.002072346,0.0003341945,0.0003730148,0.002509623,0.00001850921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001175449,"about_ca_system_score_gemma":0.003492398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002107777,"about_ca_topic_score_gemma":0.00001907853,"domain_scores_codex":[0.9905871,0.006013971,0.00068272,0.0005806194,0.001181764,0.0009538699],"domain_scores_gemma":[0.9584688,0.03845397,0.0001812734,0.0004662594,0.001484954,0.0009447406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004995383,0.0001837968,0.9691536,0.000151776,0.0006895323,0.0003647599,0.0002146434,0.00005844323,0.0001415655,0.000118527,0.02146766,0.002460256],"study_design_scores_gemma":[0.003148891,0.002746525,0.8489617,0.00006496124,0.0001121377,0.00005150261,0.0009699896,0.00007003666,0.000005836645,0.0008994951,0.1428546,0.0001142891],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9188567,0.001212094,0.0006123907,0.07436974,0.0002462614,0.001248387,0.00002906492,0.00003595508,0.00338936],"genre_scores_gemma":[0.9791173,0.01312483,0.0003482992,0.006515859,0.0003031191,0.0001022159,0.00001986796,0.00001602519,0.0004524354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3277134,"threshold_uncertainty_score":0.9997916,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409662973","doi":"10.1016/j.ahjo.2025.100547","title":"Refractory angina in women with ischemia and no obstructive coronary artery disease — A report from the Women’s Ischemia Syndrome Evaluation-Coronary Vascular Dysfunction (WISE-CVD) study","year":2025,"lang":"en","type":"article","venue":"American Heart Journal Plus Cardiology Research and Practice","topic":"Cardiac Imaging 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":"McGill University Health Centre","funders":"National Institute on Aging; Cedars-Sinai Medical Center; Qmed; Ladies Hospital Aid Society; National Heart, Lung, and Blood Institute; Gustavus and Louise Pfeiffer Research Foundation; National Institutes of Health; U.S. Department of Health and Human Services","keywords":"Medicine; Cardiology; Internal medicine; Ischemia; Coronary artery disease; Angina; Acute coronary syndrome; Artery; Endothelial dysfunction; Disease; Myocardial infarction","authors":[{"name":"Judy Luu","is_ca":true},{"name":"Janet Wei","is_ca":false},{"name":"Chrisandra Shufelt","is_ca":false},{"name":"Anum Asif","is_ca":false},{"name":"Benita Tjoe","is_ca":false},{"name":"Galen Cook‐Wiens","is_ca":false},{"name":"Eileen Handberg","is_ca":false},{"name":"Puja K. Mehta","is_ca":false},{"name":"Jenna Maughan","is_ca":false},{"name":"Daniel S. Berman","is_ca":false},{"name":"Louise Thomson","is_ca":false},{"name":"Carl J. Pepine","is_ca":false},{"name":"C. Noel Bairey Merz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02862906577659711,"gpt":0.3589837056434431,"spread":0.330354639866846,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.007279088,0.000233331,0.000772127,0.000268645,0.0004470313,0.0001059218,0.00009893777,0.00007557566,0.00002934081],"category_scores_gemma":[0.01089358,0.0001682445,0.00007127011,0.0005717032,0.001046275,0.0004310292,0.0001681246,0.001862194,0.00001075986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009874769,"about_ca_system_score_gemma":0.001905883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004257532,"about_ca_topic_score_gemma":0.000005672627,"domain_scores_codex":[0.9948326,0.002605648,0.0003935604,0.0005948745,0.0009159076,0.0006574403],"domain_scores_gemma":[0.9904698,0.007246242,0.0001727067,0.0005903122,0.001017853,0.0005030872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01605588,0.0002557461,0.9520626,0.00003026283,0.001994152,0.01324255,0.002218771,0.00004277079,0.0003610589,0.000001739859,0.008439785,0.005294689],"study_design_scores_gemma":[0.003204598,0.002146356,0.9246487,0.0001258306,0.0004384718,0.02315943,0.03405644,0.00003163687,0.000001821045,0.0001496563,0.01188321,0.0001538691],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875516,0.006057849,0.00004616765,0.003866004,0.0001933193,0.0009767783,0.00001611896,0.00001923927,0.00127287],"genre_scores_gemma":[0.9964324,0.001293867,0.0002160298,0.001175855,0.0002863438,0.0003899896,0.00002223787,0.00002408369,0.0001591546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03183767,"threshold_uncertainty_score":0.9974381,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412021121","doi":"10.1016/j.ahjo.2025.100575","title":"CT derived ECV in severe aortic stenosis: prognosticator and screening test for co-existent transthyretin cardiac amyloidosis","year":2025,"lang":"en","type":"article","venue":"American Heart Journal Plus Cardiology Research and Practice","topic":"Amyloidosis: Diagnosis, Treatment, Outcomes","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval; University of Ottawa","funders":"Pfizer Canada; Pfizer","keywords":"Transthyretin; Cardiology; Cardiac amyloidosis; Medicine; Internal medicine; Stenosis; Amyloidosis; Radiology","authors":[{"name":"Joshua N. McShane","is_ca":true},{"name":"Anahita Tavoosi","is_ca":true},{"name":"Huda El Mais","is_ca":true},{"name":"Keren Mbondo Kasuku","is_ca":true},{"name":"Anthony Poulin","is_ca":true},{"name":"Mehmet Onur Omaygenç","is_ca":true},{"name":"Ian G. Burwash","is_ca":true},{"name":"David Messika–Zeitoun","is_ca":true},{"name":"Benjamin J.W. Chow","is_ca":true},{"name":"Gary R. Small","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04822052119474499,"gpt":0.3990552019789639,"spread":0.3508346807842189,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002752996,0.0002835513,0.000787943,0.0002922941,0.0005161438,0.0001398785,0.0001985814,0.0001247358,0.000003087304],"category_scores_gemma":[0.006214121,0.0002573311,0.000204522,0.0003707023,0.001001081,0.00003908435,0.0001501608,0.0006707629,0.000003255873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001004656,"about_ca_system_score_gemma":0.0004241963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002241683,"about_ca_topic_score_gemma":0.00001931895,"domain_scores_codex":[0.9961505,0.001608403,0.0004526113,0.0006621412,0.0002718539,0.0008545013],"domain_scores_gemma":[0.9940534,0.004752489,0.0001548158,0.0003227015,0.0003784185,0.0003381504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001993395,0.0001667127,0.9477018,0.00007229674,0.001162563,0.0001077512,0.0001501003,0.00003501068,0.02560882,0.00002813195,0.0058484,0.01712499],"study_design_scores_gemma":[0.006842734,0.009306527,0.8312186,0.0003900963,0.0007919458,0.002741923,0.016146,0.00008189987,0.01282866,0.0001521694,0.1185401,0.0009593657],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.976778,0.009055672,0.0006486881,0.0115458,0.00008957527,0.001151055,0.00009223184,0.00001503019,0.0006239514],"genre_scores_gemma":[0.9817283,0.01331915,0.003058749,0.001103841,0.0002009916,0.0003882048,0.00004671738,0.00003380313,0.0001202078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1164832,"threshold_uncertainty_score":0.9999879,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413476737","doi":"10.1016/j.ahjo.2025.100596","title":"Real-world effectiveness of early revascularization in stable coronary artery disease with moderate or severe ischemia","year":2025,"lang":"en","type":"article","venue":"American Heart Journal Plus Cardiology Research and Practice","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Michael's Hospital; Women's College Hospital; University of Toronto; Ted Rogers Centre for Heart Research; University Health Network","funders":"Institut canadien d'information sur la santé; Canadian Institutes of Health Research; Ontario Ministry of Health and Long-Term Care; 4Cs Foundation; Institute for Clinical Evaluative Sciences","keywords":"Cardiology; Revascularization; Medicine; Coronary artery disease; Internal medicine; Ischemia; Disease; Myocardial infarction","authors":[{"name":"Ferdinand R Gerodias","is_ca":true},{"name":"Robert M. Iwanochko","is_ca":true},{"name":"Peter C. Austin","is_ca":true},{"name":"Xuesong Wang","is_ca":true},{"name":"Vladimír Džavík","is_ca":true},{"name":"Shaun G. Goodman","is_ca":true},{"name":"Jacob A. Udell","is_ca":true},{"name":"Maral Ouzounian","is_ca":true},{"name":"Heather J. Ross","is_ca":true},{"name":"Lucas C. Godoy","is_ca":true},{"name":"Hani Amad","is_ca":true},{"name":"Mansoor Husain","is_ca":true},{"name":"Douglas S. Lee","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03685957035825072,"gpt":0.3928095092098677,"spread":0.355949938851617,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003896743,0.0001242822,0.000695214,0.0004233066,0.0001631157,0.00004822391,0.00005464747,0.00004232364,0.000004712786],"category_scores_gemma":[0.004406902,0.00009258155,0.00007417127,0.000958932,0.0006136277,0.0002826406,0.00006850332,0.0009468723,0.000002567632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001815417,"about_ca_system_score_gemma":0.001719298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008896411,"about_ca_topic_score_gemma":0.00002113946,"domain_scores_codex":[0.9961672,0.002566256,0.0002440249,0.000271521,0.0003646604,0.000386304],"domain_scores_gemma":[0.9902307,0.0083941,0.00008476086,0.0002667376,0.0007559425,0.000267692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.05939093,0.00009851623,0.9323992,0.0002802502,0.0005267483,0.002808065,0.0000920764,0.0009745242,0.00108262,0.00009825734,0.001373195,0.0008756623],"study_design_scores_gemma":[0.002974811,0.001467869,0.9872764,0.0007591409,0.0002663021,0.004268785,0.0006908753,0.0001391959,0.000165348,0.0001981934,0.001675957,0.0001170867],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886176,0.001399897,0.001223743,0.002457032,0.00006022874,0.0005198567,0.00001179648,0.00001338905,0.005696448],"genre_scores_gemma":[0.9958695,0.002461822,0.0008036819,0.0002661006,0.00008680706,0.00003076009,0.00001233619,0.00001523037,0.0004537928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05641612,"threshold_uncertainty_score":0.5275792,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415902584","doi":"10.1016/j.ahjo.2025.100666","title":"Cognition and coronary events: A narrative overview of neurocognitive impairment in ACS patients","year":2025,"lang":"en","type":"article","venue":"American Heart Journal Plus Cardiology Research and Practice","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Neurocognitive; Cognition; Multidisciplinary approach; Psychological intervention; Cognitive rehabilitation therapy; Telemedicine; Rehabilitation; Neuropsychology","authors":[{"name":"Umaimah Batool Mirza","is_ca":false},{"name":"Faareah Mansoor","is_ca":false},{"name":"Umna Fnu","is_ca":false},{"name":"Ahmed Asad Raza","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07312740009400513,"gpt":0.4450778603783559,"spread":0.3719504602843507,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001719541,0.0001399734,0.0006239715,0.0005500303,0.0001873327,0.00001443112,0.00004690451,0.0000647553,0.00001002032],"category_scores_gemma":[0.02397565,0.0001239767,0.00006796938,0.0006280205,0.001109706,0.0002451373,0.0001271624,0.001133722,0.000003316811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001285005,"about_ca_system_score_gemma":0.0004825598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001196645,"about_ca_topic_score_gemma":0.000009106241,"domain_scores_codex":[0.9960035,0.002664305,0.0003318604,0.0002739672,0.0003455023,0.0003808464],"domain_scores_gemma":[0.9870493,0.003743814,0.0001456895,0.00009858851,0.008794637,0.0001679045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.05245061,0.001214788,0.8779579,0.0005107222,0.002580879,0.001993765,0.007849342,0.000005580245,0.007291886,0.0002613076,0.01434834,0.03353481],"study_design_scores_gemma":[0.005081051,0.009243687,0.8725015,0.0008204809,0.000184301,0.002765793,0.1058402,0.000007699934,0.0001626946,0.0007910728,0.00247055,0.0001310069],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98406,0.001933244,0.0000372356,0.009755563,0.00005757027,0.0008105832,0.00002050284,0.000004853494,0.003320395],"genre_scores_gemma":[0.9855835,0.005247912,0.0001083397,0.008893823,0.00003393277,0.00003604388,0.00001978206,0.00001085534,0.00006583014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09799083,"threshold_uncertainty_score":0.9842458,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414980340","doi":"10.1016/j.ahjo.2025.100637","title":"Treatment outcome and associated factors of acute heart failure in East Africa, an Ethiopian perspective: A systematic review and meta-analysis.","year":2025,"lang":"en","type":"review","venue":"American Heart Journal Plus Cardiology Research and Practice","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Heart failure; Blood pressure; Heart disease; Mortality rate; MEDLINE; Blood urea nitrogen","authors":[{"name":"Asnake Gashaw Belayneh","is_ca":false},{"name":"Getnet Alemu Andargie","is_ca":false},{"name":"Kedir Seid","is_ca":false},{"name":"Gebeyehu Lakew","is_ca":false},{"name":"Amlaku Nigusie Yirsaw","is_ca":false},{"name":"Eyob Ketema Bogale","is_ca":false},{"name":"Tadele Fentabil Anagaw","is_ca":false},{"name":"Eneyew Talie Fenta","is_ca":false},{"name":"Destaw Endeshaw","is_ca":false},{"name":"Ousman Adal","is_ca":false},{"name":"Abiyu Abadi Tareke","is_ca":false},{"name":"Natnael Kebede","is_ca":false},{"name":"Lijalem Jemberu","is_ca":false},{"name":"Eyob Getachew","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2458629199129619,"gpt":0.5083373285736055,"spread":0.2624744086606435,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.006372391,0.0005924845,0.01418565,0.001504387,0.0002504347,0.00009709198,0.0001337726,0.0002544114,0.000026577],"category_scores_gemma":[0.005010411,0.0003486435,0.001459264,0.001966553,0.00064769,0.0002546511,0.0001685877,0.001590214,0.000003967053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006504678,"about_ca_system_score_gemma":0.0007300193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008210428,"about_ca_topic_score_gemma":0.0001578162,"domain_scores_codex":[0.985696,0.01098003,0.001286967,0.0007528008,0.0006087125,0.0006754858],"domain_scores_gemma":[0.9906024,0.00686463,0.0006685498,0.0006133569,0.000672926,0.0005780797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0002846479,0.0005716671,0.003138773,0.216322,0.7730639,0.001539156,0.001535644,6.574083e-7,9.254999e-7,0.0001777539,0.002562189,0.0008027087],"study_design_scores_gemma":[0.00070026,0.003724257,0.0003312094,0.006753122,0.8600203,0.003716837,0.004958149,0.000001171679,3.133932e-8,0.00001054934,0.1194978,0.0002862813],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007573898,0.9772969,0.000006273721,0.0188591,0.00001717324,0.003374295,0.0001114494,0.00001448611,0.000244512],"genre_scores_gemma":[0.001656461,0.9960707,0.0006158323,0.0002822,0.00003155259,0.0003002425,0.00005090631,0.00002906917,0.000963056],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2095688,"threshold_uncertainty_score":0.9998966,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7115748147","doi":"10.1016/j.ahjo.2025.100700","title":"Improving the management of acute myocardial infarctions: There's an App for that","year":2025,"lang":"en","type":"article","venue":"American Heart Journal Plus Cardiology Research and Practice","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Population Health Research Institute; Niagara Health System; Regional Municipality of Niagara; Ottawa Hospital; Hamilton Health Sciences; University of Toronto; McMaster University; Niagara College; University of Ottawa","funders":"","keywords":"mHealth; Mobile apps; Telemedicine; Health care; Channel (broadcasting); Smartphone app","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1351089678927732,"gpt":0.5398691267436261,"spread":0.4047601588508529,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01224602,0.0001273857,0.0004970554,0.0002337988,0.003441336,0.00003046496,0.0002961672,0.0001180404,0.00001455882],"category_scores_gemma":[0.0007726628,0.00008918271,0.0001047401,0.0005809677,0.0007739892,0.0002569602,0.0002073683,0.00181513,0.00001694488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000175069,"about_ca_system_score_gemma":0.001354324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008221522,"about_ca_topic_score_gemma":0.00002526168,"domain_scores_codex":[0.9937081,0.004178271,0.0005557136,0.0003253435,0.0003209616,0.0009115566],"domain_scores_gemma":[0.9882778,0.009586907,0.0003599128,0.0005218734,0.0008970264,0.0003564969],"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":[0.01640646,0.0002982142,0.05268679,0.002218342,0.005391114,0.00006827828,0.002654664,0.0001009547,0.0006973033,0.09642951,0.213466,0.6095824],"study_design_scores_gemma":[0.001250447,0.001026507,0.03716729,0.00008826076,0.0002753343,0.0002602262,0.02595291,0.0000945116,0.000006013313,0.002828641,0.9309582,0.00009168556],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2085459,0.02163181,0.1338055,0.4677578,0.004788769,0.0377272,0.0004067857,0.000294203,0.1250421],"genre_scores_gemma":[0.8829693,0.06383919,0.01593156,0.01550983,0.001674087,0.01730009,0.00003045331,0.00005326683,0.002692292],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7174922,"threshold_uncertainty_score":0.997856,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415716786","doi":"10.1016/j.ahjo.2025.100659","title":"Ten-year outcomes of coronary artery bypass grafting versus percutaneous coronary intervention in patients with three-vessel disease and heart failure","year":2025,"lang":"en","type":"article","venue":"American Heart Journal Plus Cardiology Research and Practice","topic":"Cardiac and Coronary Surgery Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Alberta","funders":"","keywords":"Heart failure; Percutaneous coronary intervention; Bypass grafting; Coronary artery disease; Disease; Artery; Percutaneous","authors":[{"name":"Jimmy J.H. Kang","is_ca":false},{"name":"Ryaan EL‐Andari","is_ca":false},{"name":"Nicholas M. Fialka","is_ca":false},{"name":"Yongzhe Hong","is_ca":false},{"name":"M. Sean McMurtry","is_ca":true},{"name":"Jeevan Nagendran","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02724737592232362,"gpt":0.3581008117109615,"spread":0.3308534357886379,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001859834,0.0001827832,0.0008327021,0.0004266266,0.0002024372,0.00003795713,0.0000727581,0.00007711797,0.00001335114],"category_scores_gemma":[0.001359182,0.0001449061,0.000152256,0.0003872851,0.0009194124,0.0003345857,0.0001525275,0.001057839,0.000001937876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001364039,"about_ca_system_score_gemma":0.0003334901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000210259,"about_ca_topic_score_gemma":0.00002444669,"domain_scores_codex":[0.9971559,0.001216741,0.00038369,0.0003431054,0.0004562528,0.0004442994],"domain_scores_gemma":[0.9956781,0.003133558,0.0001268404,0.0002617131,0.0005020959,0.0002976859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02543361,0.0001588465,0.9607579,0.00005016644,0.0006808269,0.0009766311,0.00005272932,0.000004430069,0.00008436436,0.00002933148,0.001699069,0.01007215],"study_design_scores_gemma":[0.002583721,0.003888147,0.9838243,0.0001785081,0.000194691,0.003507962,0.002422339,0.000009543539,0.000003101279,0.00009118971,0.003176258,0.0001202366],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904875,0.001459211,0.00007722031,0.006973143,0.00009501725,0.00049004,0.00001801534,0.00002272935,0.0003771525],"genre_scores_gemma":[0.9978673,0.0007101686,0.0008891636,0.0003721402,0.00005512923,0.00002140412,0.0000185174,0.00001807875,0.00004803162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02306646,"threshold_uncertainty_score":0.5909097,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4417188252","doi":"10.1016/j.ahjo.2025.100698","title":"Impact of pre-procedural requirements on time to aortic valve replacement: Transcatheter AVR vs surgical AVR","year":2025,"lang":"en","type":"article","venue":"American Heart Journal Plus Cardiology Research and Practice","topic":"Cardiac Valve Diseases and Treatments","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":"St. Paul's Hospital; University of British Columbia","funders":"Edwards Lifesciences","keywords":"Valve replacement; Aortic valve; Delivery system; Process (computing); Aortic valve replacement; Aortic valve stenosis","authors":[{"name":"Curtiss Stinis","is_ca":false},{"name":"Sean Tunis","is_ca":false},{"name":"Sandra Lauck","is_ca":true},{"name":"Aakriti Gupta","is_ca":false},{"name":"Shannon Murphy","is_ca":false},{"name":"Soumya Chikermane","is_ca":false},{"name":"Seth Clancy","is_ca":false},{"name":"Mark Russo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0508585977100619,"gpt":0.4846075383557717,"spread":0.4337489406457098,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002166142,0.0002191135,0.0009611191,0.0004400582,0.0002613829,0.00005322152,0.000108695,0.00007593318,0.0001591769],"category_scores_gemma":[0.001880497,0.0001601387,0.001516435,0.0006061883,0.0004492087,0.0001737837,0.0000865619,0.0007339693,0.0001200648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003754098,"about_ca_system_score_gemma":0.0007479297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003022681,"about_ca_topic_score_gemma":4.3008e-7,"domain_scores_codex":[0.9963925,0.001361038,0.0004388749,0.0004341658,0.0006724776,0.0007008713],"domain_scores_gemma":[0.9960732,0.002074872,0.0001273088,0.0004113979,0.0006317011,0.0006815264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1831562,0.001427735,0.7006643,0.0001620594,0.02620934,0.0005434921,0.0006742815,0.0001720988,0.002095927,0.00004942145,0.06849878,0.01634635],"study_design_scores_gemma":[0.005288016,0.02825023,0.9416701,0.000286585,0.001492417,0.004074458,0.000488626,0.00003465525,0.00006784814,0.00009253589,0.01803547,0.00021906],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.982951,0.0009726311,0.00002410872,0.005960805,0.00007124939,0.0007341243,0.00004552492,0.00001532904,0.009225183],"genre_scores_gemma":[0.9964467,0.0008017006,0.0001216008,0.0009291563,0.0002015209,0.00004250444,0.00001748323,0.00002106695,0.001418246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2410057,"threshold_uncertainty_score":0.6530269,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3177193893","doi":"10.1016/j.ahjo.2021.100027","title":"Coronary atheroma burden predicts flow reserve in women with ischemia and nonobstructive coronary artery disease","year":2021,"lang":"en","type":"article","venue":"American Heart Journal Plus Cardiology Research and Practice","topic":"Cardiac Imaging 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":"University of British Columbia; Centre Hospitalier de l’Université de Montréal","funders":"National Center for Advancing Translational Sciences; Cedars-Sinai Medical Center; National Center for Research Resources; Ladies Hospital Aid Society; National Institute on Aging; National Institutes of Health; National Heart, Lung, and Blood Institute; Gustavus and Louise Pfeiffer Research Foundation","keywords":"Medicine; Coronary flow reserve; Cardiology; Internal medicine; Atheroma; Coronary artery disease; Ischemia; Stenosis; Fractional flow reserve; Coronary atherosclerosis; Coronary circulation; Myocardial infarction; Blood flow; Coronary angiography","authors":[{"name":"Christine Pacheco","is_ca":true},{"name":"Ahmed AlBadri","is_ca":false},{"name":"R. David Anderson","is_ca":false},{"name":"John W. Petersen","is_ca":false},{"name":"Sailaja Marpuri","is_ca":false},{"name":"Galen Cook‐Wiens","is_ca":false},{"name":"Carl J. Pepine","is_ca":false},{"name":"G.B. John Mancini","is_ca":true},{"name":"C. Noel Bairey Merz","is_ca":false},{"name":"Janet Wei","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03539354980518594,"gpt":0.3566595282829068,"spread":0.3212659784777208,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002198407,0.0001887867,0.0007202707,0.0002015106,0.0002708697,0.00009432816,0.00006911613,0.00007279872,0.00002231146],"category_scores_gemma":[0.006242559,0.0001582669,0.00005870696,0.0004460864,0.001433684,0.0003746675,0.0002010695,0.001702548,0.000009571299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002638144,"about_ca_system_score_gemma":0.001424463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000136565,"about_ca_topic_score_gemma":0.000007274545,"domain_scores_codex":[0.9962805,0.001684503,0.0002628024,0.0004687562,0.0005510877,0.0007523407],"domain_scores_gemma":[0.992262,0.005563633,0.000086072,0.00034478,0.0007317332,0.001011797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03553734,0.0001321741,0.8597614,0.00009492721,0.001021124,0.07564959,0.002269467,0.0001886499,0.001380335,0.00001481721,0.008903677,0.01504656],"study_design_scores_gemma":[0.002975742,0.002423716,0.841065,0.000185224,0.000126237,0.122848,0.015945,0.0001249911,0.00001709133,0.0001914672,0.01392441,0.000173028],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9740725,0.007416773,0.00004126263,0.01592391,0.00007770538,0.0002677955,0.00003372714,0.00001705604,0.002149334],"genre_scores_gemma":[0.9907525,0.005050675,0.002027901,0.001244546,0.0006098704,0.00004536235,0.00001671448,0.00003153761,0.0002208731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04719844,"threshold_uncertainty_score":0.7473378,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4417105805","doi":"10.1016/j.ahjo.2025.100694","title":"Predictive value of abnormal coronary computed tomography angiography in patients with Normal single-photon emission computed tomography scan","year":2025,"lang":"en","type":"article","venue":"American Heart Journal Plus Cardiology Research and Practice","topic":"Cardiac Imaging 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":"St. Joseph’s Healthcare Hamilton; Western University; London Health Sciences Centre; Sault Area Hospital","funders":"","keywords":"Computed tomography; Coronary artery disease; Mace; Coronary angiography; Predictive value; Computed tomography angiography","authors":[{"name":"Rami M. Abazid","is_ca":true},{"name":"Monerah A. Almohideb","is_ca":false},{"name":"Osama Smettie","is_ca":true},{"name":"Naveed Asad","is_ca":true},{"name":"Yasmine Sallam","is_ca":true},{"name":"Mohamed Abdelrazek","is_ca":true},{"name":"Çiğdem Akincioğlu","is_ca":true},{"name":"James Warrington","is_ca":true},{"name":"Jonathan Romsa","is_ca":true},{"name":"William C. Vezina","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01880163752714173,"gpt":0.328281342595421,"spread":0.3094797050682792,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002066753,0.0002433763,0.0009944616,0.002057504,0.0003055867,0.00005538349,0.0001397186,0.0001197991,0.000004826614],"category_scores_gemma":[0.0009560573,0.0002020868,0.0003423848,0.00321572,0.00182342,0.0003136645,0.0001623982,0.001507754,0.000001358537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001119433,"about_ca_system_score_gemma":0.0005078102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005323658,"about_ca_topic_score_gemma":0.000003782616,"domain_scores_codex":[0.9958057,0.001827406,0.0004967562,0.0004198999,0.0007334104,0.0007168259],"domain_scores_gemma":[0.9932722,0.004234423,0.0002251518,0.0003234929,0.001502258,0.0004424295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01355524,0.0004664058,0.9764956,0.00006154611,0.00106554,0.0002853473,0.0001964312,0.0002594754,0.0001590823,0.00001436855,0.00544352,0.001997396],"study_design_scores_gemma":[0.004157998,0.007234917,0.9826572,0.0004469684,0.0002842835,0.001564842,0.001125264,0.0001452558,0.0001038548,0.00003998531,0.002075404,0.0001640301],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885288,0.003587543,0.0009283457,0.001353508,0.0001940148,0.0006728377,0.00004278503,0.00003046204,0.004661735],"genre_scores_gemma":[0.9963363,0.0002141304,0.00258876,0.0006363532,0.0001250009,0.00001366937,0.00005248484,0.00002079992,0.00001246495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009397245,"threshold_uncertainty_score":0.8240862,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}