{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":8,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":8,"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":"0ae0fa716967","filters":{"venue":"Journal of Echocardiography"}},"results":[{"id":"W4310568782","doi":"10.1007/s12574-022-00593-6","title":"Right ventricular systolic strain in patients with pulmonary hypertension: clinical feasibility, reproducibility, and correlation with ejection fraction","year":2022,"lang":"en","type":"article","venue":"Journal of Echocardiography","topic":"Pulmonary Hypertension Research and Treatments","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Libin Cardiovascular Institute of Alberta; University of Calgary","funders":"","keywords":"Medicine; Cardiology; Reproducibility; Internal medicine; Ejection fraction; Pulmonary hypertension; Systole; Pulmonary artery; Sonographer; Strain (injury); Diastole; Speckle tracking echocardiography; Blood pressure; Ultrasound; Heart failure; Radiology","authors":[{"name":"Ramaimon Tunthong","is_ca":false},{"name":"Abdalla A. Salama","is_ca":false},{"name":"Conor M. Lane","is_ca":false},{"name":"Nowell M. Fine","is_ca":true},{"name":"Vidhu Anand","is_ca":false},{"name":"Ratnasari Padang","is_ca":false},{"name":"Jeremy J. Thaden","is_ca":false},{"name":"Sorin V. Pislaru","is_ca":false},{"name":"Garvan C. Kane","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02464177453539509,"gpt":0.2850484493133292,"spread":0.2604066747779341,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002062445,0.0001581624,0.0005765313,0.0007686534,0.0001769762,0.0000164947,0.00006548723,0.00006968025,0.00002581426],"category_scores_gemma":[0.0001630164,0.000102748,0.0002470712,0.001084306,0.0001011676,0.0002566786,0.00005391673,0.0007710819,8.628372e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001737048,"about_ca_system_score_gemma":0.0001203255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002390319,"about_ca_topic_score_gemma":0.000001408638,"domain_scores_codex":[0.9971539,0.0004812604,0.0005965422,0.0005519926,0.001005148,0.0002111893],"domain_scores_gemma":[0.9983479,0.0001077155,0.0003524653,0.0005264058,0.0004366866,0.000228836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005734988,0.002592325,0.9829338,0.00002762213,0.0003610038,0.006308625,0.000004454086,0.0002239926,0.00001670208,0.000001660804,0.0001288777,0.001665987],"study_design_scores_gemma":[0.005310284,0.006088743,0.9837608,0.000115086,0.0003045347,0.003512674,0.0001141768,0.000279493,0.000004633907,0.0001240181,0.0002833165,0.0001022322],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978023,0.0007228372,0.00008100073,0.0003188134,0.0001824165,0.0007305978,0.00001429455,0.00001393918,0.0001337726],"genre_scores_gemma":[0.9992345,0.0001238636,0.0003592754,0.0001046787,0.00009303183,0.0000124465,0.00004422273,0.00001742725,0.00001057297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003496418,"threshold_uncertainty_score":0.4189942,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2076352817","doi":"10.1007/s12574-013-0191-z","title":"Diastolic asynchrony and myocardial dysfunction in patients with univentricular heart after Fontan operation","year":2013,"lang":"en","type":"article","venue":"Journal of Echocardiography","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"Bundesministerium für Bildung und Forschung","keywords":"Medicine; Cardiology; Ventricle; Internal medicine; Diastole; Fontan procedure; Blood pressure","authors":[{"name":"Wei Hui","is_ca":true},{"name":"Mohamed Y. Abd El Rahman","is_ca":false},{"name":"Rita Schuck","is_ca":false},{"name":"Axel Rentzsch","is_ca":false},{"name":"Moustafa Yigitbasi","is_ca":false},{"name":"Stanislav Ovroutski","is_ca":false},{"name":"Fatima I. Lunze","is_ca":false},{"name":"Felix Berger","is_ca":false},{"name":"Hashim Abdul‐Khaliq","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.002409699895513131,"gpt":0.1856696351327809,"spread":0.1832599352372678,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001178263,0.0001268535,0.0003623633,0.000559505,0.00004005414,0.00002949451,0.00002285594,0.00004727889,0.00002969919],"category_scores_gemma":[0.00002292994,0.00009075287,0.0002275757,0.0003908523,0.00005962819,0.0003497854,0.00001927988,0.0001717669,0.000006337204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006363788,"about_ca_system_score_gemma":0.00003956531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003801518,"about_ca_topic_score_gemma":0.000008250024,"domain_scores_codex":[0.9990425,0.00005992375,0.0002649467,0.0001261574,0.0003437273,0.0001627535],"domain_scores_gemma":[0.9993283,0.0000244602,0.00006142615,0.0001132791,0.0003103181,0.000162187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006111325,0.000117409,0.9935511,0.00002010731,0.0003054889,0.00004650152,0.0001170187,0.00001061679,0.0000265436,7.651444e-7,0.000509415,0.004683892],"study_design_scores_gemma":[0.003871781,0.001064978,0.993981,0.000110675,0.000242477,0.00004433204,0.0001140516,0.00002409268,0.00001154683,0.00002114572,0.0004220438,0.00009184286],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976331,0.001287918,0.00008970065,0.0002227239,0.0001308302,0.0004549832,0.000003158613,0.000007674572,0.0001699139],"genre_scores_gemma":[0.9991999,0.0001297626,0.0002925983,0.0001850055,0.0001540117,0.00001727195,0.000002390835,0.00001344995,0.000005653254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004592049,"threshold_uncertainty_score":0.3700795,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3164504849","doi":"10.1007/s12574-021-00531-y","title":"Differences in echocardiography interpretation techniques among trainees and expert readers","year":2021,"lang":"en","type":"article","venue":"Journal of Echocardiography","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"London Health Sciences Centre","funders":"University of California, San Francisco","keywords":"Generalizability theory; Interpretation (philosophy); Schema (genetic algorithms); Medicine; Documentation; Reading (process); Medical education; Computer science; Psychology; Linguistics; Information retrieval","authors":[{"name":"David Anderson","is_ca":false},{"name":"Sarah Blissett","is_ca":true},{"name":"Patricia O’Sullivan","is_ca":false},{"name":"Atif Qasim","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0245515651744105,"gpt":0.3103471235252192,"spread":0.2857955583508087,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005858821,0.0001712653,0.0006846857,0.0009350154,0.00004245704,0.00005193799,0.0001179683,0.0001703976,0.00001741641],"category_scores_gemma":[0.0003398365,0.0001399889,0.0007647513,0.001352635,0.0002983645,0.0002366169,0.00002502333,0.0005227601,5.409429e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002626804,"about_ca_system_score_gemma":0.00006191905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001541664,"about_ca_topic_score_gemma":0.000004502001,"domain_scores_codex":[0.998286,0.0001279019,0.0007810938,0.0002455393,0.0003681366,0.0001913446],"domain_scores_gemma":[0.9984948,0.0004626405,0.0002716946,0.0002600939,0.0003251005,0.0001856825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001068416,0.0001777397,0.9807299,0.00003149391,0.0004604659,0.00007232312,0.0009199283,0.000001756462,0.002400408,0.00004998659,0.0006938633,0.01435534],"study_design_scores_gemma":[0.0008209776,0.000396378,0.9886642,0.0005454571,0.0002002564,0.0002084391,0.002330134,0.00003505844,0.003089096,0.002463165,0.001080168,0.000166638],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844927,0.003148221,0.008788347,0.001144576,0.0001460231,0.0002327245,0.000006208091,0.00004462184,0.001996587],"genre_scores_gemma":[0.9729266,0.007120257,0.01923618,0.0004528636,0.0002064403,0.00002562804,0.000005740746,0.00001811438,0.000008188699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01418871,"threshold_uncertainty_score":0.5708583,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405856373","doi":"10.1007/s12574-024-00677-5","title":"Diagnostic and prognostic potential of left atrial strain in cardiovascular disease: a narrative review","year":2024,"lang":"en","type":"review","venue":"Journal of Echocardiography","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Southlake Regional Health Center; York University","funders":"","keywords":"Medicine; Atrial fibrillation; Heart failure; Cardiology; Internal medicine; Ejection fraction; Intensive care medicine; Stroke (engine); Disease; valvular heart disease; Left atrial enlargement; Sinus rhythm","authors":[{"name":"Sana Tantawi","is_ca":false},{"name":"Elio Issa","is_ca":false},{"name":"Kamal Matli","is_ca":false},{"name":"Raymond Farah","is_ca":false},{"name":"Christy Costanian","is_ca":true},{"name":"Steven Merritt Miner","is_ca":true},{"name":"Shafika Assaad","is_ca":false},{"name":"Georges Ghanem","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01923626566874414,"gpt":0.3007922891773352,"spread":0.281556023508591,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.002369805,0.0006065949,0.006446152,0.002037353,0.00003833522,0.00003839546,0.0001787054,0.0003132776,0.00002705913],"category_scores_gemma":[0.0014541,0.000400653,0.02250707,0.00153534,0.0002011831,0.0001093982,0.00007777954,0.001330329,0.000004832533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001001499,"about_ca_system_score_gemma":0.0007937025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008847303,"about_ca_topic_score_gemma":6.409909e-7,"domain_scores_codex":[0.9951666,0.0008045066,0.001927584,0.0004894448,0.001305083,0.0003068053],"domain_scores_gemma":[0.9975408,0.0003497093,0.0006936121,0.0006248192,0.0003473332,0.0004436951],"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":[0.00017792,0.0001616789,0.004209136,0.2283699,0.0696895,0.00739892,0.0001743285,0.0001001905,3.089361e-7,0.000009969353,0.004016891,0.6856912],"study_design_scores_gemma":[0.001230163,0.0003611572,0.004345668,0.2285917,0.1357266,0.003069346,0.00007638684,0.000002160149,5.761997e-8,0.00003857595,0.6261957,0.0003625621],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000146447,0.9959218,0.0001107924,0.00006233978,0.001503432,0.002049065,0.0001504068,0.00001896845,0.00003675915],"genre_scores_gemma":[0.001114236,0.9974709,0.00007567864,0.0000231615,0.001151903,0.00001596549,0.00005697514,0.00007799707,0.0000132503],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6853287,"threshold_uncertainty_score":0.9998446,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3120050371","doi":"10.1007/s12574-020-00509-2","title":"Assessment of left ventricular filling pressure with Doppler velocities across the patent foramen ovale","year":2021,"lang":"en","type":"article","venue":"Journal of Echocardiography","topic":"Cardiovascular and Diving-Related Complications","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Patent foramen ovale; Cardiology; Internal medicine; Doppler echocardiography; Foramen ovale (heart); Doppler effect; Doppler ultrasound; Blood pressure; Diastole","authors":[{"name":"Saki Ito","is_ca":false},{"name":"Sumandeep Dhesi","is_ca":true},{"name":"William R. Miranda","is_ca":false},{"name":"Jeffrey B. Geske","is_ca":false},{"name":"Nandan S. Anavekar","is_ca":false},{"name":"Kareem Morant","is_ca":false},{"name":"Charanjit S. Rihal","is_ca":false},{"name":"Mackram F. Eleid","is_ca":false},{"name":"Jae K. Oh","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01982539760761393,"gpt":0.2743825523056436,"spread":0.2545571546980296,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006573253,0.0001341829,0.0005328149,0.0001499531,0.0001344121,0.00005195913,0.0001413503,0.0000739928,0.00003269298],"category_scores_gemma":[0.00003908081,0.00008114712,0.001440488,0.0006146268,0.0001021515,0.00008691756,0.00005181061,0.0004007887,5.80208e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002605156,"about_ca_system_score_gemma":0.0001795441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001091925,"about_ca_topic_score_gemma":9.944732e-7,"domain_scores_codex":[0.9983782,0.0001012711,0.0004375097,0.0001456466,0.0007300091,0.0002073452],"domain_scores_gemma":[0.9980943,0.00009042807,0.0002996363,0.0004851448,0.0009285574,0.0001019397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000242153,0.0004920349,0.9133893,0.0003589928,0.0250111,0.001000769,0.001141167,0.05110417,0.001386606,0.0004637125,0.003560577,0.001849382],"study_design_scores_gemma":[0.003668976,0.0003859217,0.9603588,0.0006082409,0.003411161,0.004829168,0.002045759,0.000365945,0.002289088,0.0002991468,0.02155427,0.0001835066],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9302595,0.02354637,0.04092647,0.0008204745,0.0003336873,0.0004418018,0.00005945756,0.00002686318,0.003585357],"genre_scores_gemma":[0.9958511,0.0008476813,0.002942546,0.0001129477,0.0001558613,0.000006729862,0.000009925425,0.00001775969,0.0000554413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0655916,"threshold_uncertainty_score":0.3309084,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2031649366","doi":"10.2303/jecho.5.65","title":"Efficacy and Safety of Atropine Administered Prior to Dobutamine Stress Echocardiography","year":2007,"lang":"en","type":"article","venue":"Journal of Echocardiography","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Japan Society of Ultrasonics in Medicine; McGill University","keywords":"Medicine; Dobutamine; Heart rate; Rate pressure product; Blood pressure; Atropine; Cardiology; Internal medicine; Chest pain; Stress Echocardiography; Anesthesia; Adverse effect; Hemodynamics; Coronary artery disease","authors":[{"name":"Hironori Murakami","is_ca":false},{"name":"Harutatsu Muto","is_ca":false},{"name":"Yoshikazu Asano","is_ca":false},{"name":"Kenjiro Miyamoto","is_ca":false},{"name":"Yasuhiro Omoto","is_ca":false},{"name":"Y Yamaguchi","is_ca":false},{"name":"Mitsugu Hirokami","is_ca":false},{"name":"Nagisa Hanawa","is_ca":false},{"name":"Shigemichi Tanaka","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01016540718236857,"gpt":0.2833457022902596,"spread":0.273180295107891,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001273758,0.0002914724,0.001221543,0.002081787,0.00007233108,0.00003210092,0.0001624674,0.0001379627,0.000007725534],"category_scores_gemma":[0.0005267222,0.0002455048,0.001436908,0.00165256,0.0001926011,0.0001082369,0.00007644776,0.0004168681,0.000002148095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003686704,"about_ca_system_score_gemma":0.0000853777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001186916,"about_ca_topic_score_gemma":0.000001034568,"domain_scores_codex":[0.997353,0.00006954652,0.001129601,0.0002684266,0.0007591296,0.0004203487],"domain_scores_gemma":[0.9971384,0.0005310167,0.0004739941,0.0004808489,0.000689211,0.0006864858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00467082,0.0003326245,0.9559301,0.0001956779,0.001904869,0.0004968307,0.0002792103,0.0001121838,0.002165087,0.00004400953,0.002684044,0.03118461],"study_design_scores_gemma":[0.006442776,0.002152405,0.9744755,0.0008482587,0.001236487,0.000510276,0.0002442379,0.000003092736,0.004532397,0.00003626691,0.009284723,0.0002335858],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9773369,0.00535894,0.01260776,0.0005821706,0.000781716,0.0005567314,0.00007643078,0.00003860178,0.002660772],"genre_scores_gemma":[0.9875862,0.001251444,0.01001605,0.0003324079,0.0007492614,0.000001826084,0.000008429889,0.00004052047,0.0000138772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03095103,"threshold_uncertainty_score":0.9999997,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4292066827","doi":"10.1007/s12574-022-00586-5","title":"Quantification of pleural effusions by two-dimensional transthoracic echocardiography","year":2022,"lang":"en","type":"article","venue":"Journal of Echocardiography","topic":"Pleural and Pulmonary Diseases","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":"Research Canada; University of British Columbia","funders":"","keywords":"Medicine; Pleural effusion; Parasternal line; Chest radiograph; Logistic regression; Radiology; Nuclear medicine; Internal medicine; Radiography","authors":[{"name":"Jeffrey Yim","is_ca":true},{"name":"Soohyun Chang","is_ca":true},{"name":"Darwin F. Yeung","is_ca":true},{"name":"Eric C. Sayre","is_ca":true},{"name":"Ken Gin","is_ca":true},{"name":"John Jue","is_ca":true},{"name":"Parvathy Nair","is_ca":true},{"name":"Michael Tsang","is_ca":true},{"name":"Christina Luong","is_ca":true},{"name":"Teresa S.M. Tsang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0166779714157357,"gpt":0.2755888751432788,"spread":0.2589109037275431,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007327815,0.0002222858,0.0007477326,0.001290613,0.0002540065,0.00001315236,0.0002605596,0.00005346668,0.0001966495],"category_scores_gemma":[0.00003158449,0.0001864763,0.002388176,0.001988482,0.0001560902,0.0001795849,0.00005053581,0.000546392,0.000002443091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000350661,"about_ca_system_score_gemma":0.0001309183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002254055,"about_ca_topic_score_gemma":2.200034e-7,"domain_scores_codex":[0.9971328,0.0003045279,0.0008714998,0.0002361079,0.00118423,0.0002708222],"domain_scores_gemma":[0.9983236,0.0001388401,0.0005514328,0.00033038,0.0003362591,0.0003195294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00573746,0.002529278,0.6403588,0.0002186168,0.003307625,0.0006247944,0.0002400231,0.01702289,0.2280446,0.0001385561,0.08929347,0.01248384],"study_design_scores_gemma":[0.01068005,0.006615718,0.9071736,0.0004624788,0.00529342,0.003829058,0.001101927,0.001276066,0.01574993,0.00252862,0.04418785,0.00110133],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897293,0.007197177,0.0003100348,0.0008605083,0.0005387116,0.0002882275,0.0004140982,0.00003219392,0.0006297874],"genre_scores_gemma":[0.9983774,0.0003153506,0.0006271911,0.0003038613,0.0001723767,0.00001581516,0.0001202415,0.00002774463,0.00004006398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2668147,"threshold_uncertainty_score":0.7604284,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416355922","doi":"10.1007/s12574-025-00710-1","title":"Right ventricular function assessment following transcatheter aortic valve implantation/replacement (TAVI/TAVR): a systematic review and meta-analysis comparing speckle tracking and conventional echocardiographic approaches","year":2025,"lang":"en","type":"article","venue":"Journal of Echocardiography","topic":"Cardiac Valve Diseases and Treatments","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":"Vancouver General Hospital","funders":"","keywords":"Speckle tracking echocardiography; Aortic valve; Ventricular function; Ejection fraction; Strain (injury); Aortic valve stenosis","authors":[{"name":"Ehsan Goudarzi","is_ca":false},{"name":"Saba Aghajani","is_ca":false},{"name":"Navid Ebrahimi","is_ca":false},{"name":"Diba Akarzadeh","is_ca":false},{"name":"Minoo Javadi","is_ca":false},{"name":"Seyedeh Shahrzad Layegh Mirhosseyni","is_ca":false},{"name":"Yasaman Zarinfar","is_ca":false},{"name":"Isa Khaheshi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03489431058010276,"gpt":0.3276126341928974,"spread":0.2927183236127947,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.001293239,0.0003230922,0.003021835,0.001482641,0.0001740639,0.0001185998,0.00007446575,0.00007367446,0.00002302321],"category_scores_gemma":[0.00002698106,0.0002285873,0.02509485,0.001531295,0.00005010881,0.0002185367,0.00002522472,0.0002373767,5.264645e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007660869,"about_ca_system_score_gemma":0.00005414776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007632188,"about_ca_topic_score_gemma":5.632386e-7,"domain_scores_codex":[0.9973309,0.0003200875,0.001093008,0.000357659,0.0006655236,0.0002328091],"domain_scores_gemma":[0.9985853,0.0001435001,0.0005482399,0.0003173601,0.0001971421,0.0002084841],"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":[0.00006051217,0.000190193,0.3560723,0.01319045,0.6302044,0.0000324406,0.00001545196,0.00007819582,0.000002416197,0.00009989231,0.00003463672,0.00001901958],"study_design_scores_gemma":[0.001264442,0.0001336754,0.3124009,0.001667292,0.6840035,0.00007503881,0.0001004907,0.00005621663,0.000003612485,0.0001659561,0.000008207532,0.0001206253],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3266953,0.6298435,0.0382835,0.0005004045,0.0003545267,0.003619306,0.00006786791,0.00005210569,0.000583432],"genre_scores_gemma":[0.9952435,0.003718665,0.0005503687,0.0002684554,0.00002879453,0.0001100235,0.00005139927,0.00001580284,0.00001296107],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6685482,"threshold_uncertainty_score":0.9846686,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}