{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":37,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":37,"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":"8e8fc6c14f6e","filters":{"venue":"Cardiovascular Ultrasound"}},"results":[{"id":"W2077726991","doi":"10.1186/1476-7120-6-6","title":"Ultrasound settings significantly alter arterial lumen and wall thickness measurements","year":2008,"lang":"en","type":"article","venue":"Cardiovascular Ultrasound","topic":"Cardiovascular Health and Disease Prevention","field":"Medicine","cited_by":81,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Lumen (anatomy); Ultrasound; Medicine; Biomedical engineering; Intima-media thickness; Imaging phantom; Arterial wall; Angiology; Nuclear medicine; Carotid arteries; Radiology; Surgery; Cardiology","authors":[{"name":"Kathleen N. Potter","is_ca":false},{"name":"Christopher J. Reed","is_ca":false},{"name":"Daniel J. Green","is_ca":true},{"name":"Graeme J. Hankey","is_ca":false},{"name":"Leonard Arnolda","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02634986875790731,"gpt":0.2522937611471053,"spread":0.225943892389198,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001503645,0.0004425238,0.001067571,0.0001674894,0.0004566175,0.00007904636,0.000140788,0.0002570801,0.0001300069],"category_scores_gemma":[0.0006175669,0.0004261437,0.001781295,0.0002933769,0.0002832634,0.0002535868,0.00004494642,0.0003491457,0.0001114155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001809,"about_ca_system_score_gemma":0.0003128526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001325547,"about_ca_topic_score_gemma":0.00000467186,"domain_scores_codex":[0.9959328,0.0003697451,0.0005549768,0.0009216937,0.001491904,0.0007289309],"domain_scores_gemma":[0.9974549,0.0001521919,0.0001038571,0.001187034,0.0003310342,0.0007709623],"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":[0.006503729,0.002594555,0.2421361,0.007496487,0.06073226,0.004397976,0.009167965,0.0004857979,0.5925438,0.0001923786,0.04056311,0.03318584],"study_design_scores_gemma":[0.02198854,0.0002434779,0.8365795,0.0004782085,0.008136151,0.03633272,0.0005899185,0.00002648592,0.009144795,0.0003580835,0.08437738,0.001744766],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9789939,0.01333728,0.002890864,0.0001321257,0.0005479841,0.001386507,0.00002934167,0.0002082108,0.002473826],"genre_scores_gemma":[0.9948539,0.001771027,0.0009029669,0.0009204454,0.0008637781,0.000120358,0.0002214294,0.00008381348,0.0002622497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5944434,"threshold_uncertainty_score":0.999819,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2105318222","doi":"10.1186/1476-7120-7-59","title":"Relationship between carotid intima-media thickness and coronary angiographic findings: a prospective study","year":2009,"lang":"en","type":"article","venue":"Cardiovascular Ultrasound","topic":"Cardiovascular Health and Disease Prevention","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Internal medicine; Angiology; Coronary artery disease; Intima-media thickness; Cardiology; Angina; Prospective cohort study; Angiography; Radiology; Canadian Cardiovascular Society; Lesion; Carotid arteries; Surgery; Myocardial infarction","authors":[{"name":"Uğur Çoşkun","is_ca":false},{"name":"Ahmet Yıldız","is_ca":false},{"name":"Özlem Esen","is_ca":false},{"name":"Murat Başkurt","is_ca":false},{"name":"Mehmet Akif Çakar","is_ca":false},{"name":"Kadriye Kılıçkesmez","is_ca":false},{"name":"Lütfü Orhan","is_ca":false},{"name":"Şeyma Yıldız","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02157296417179584,"gpt":0.2754063282647024,"spread":0.2538333640929066,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00151103,0.0003355541,0.0009380497,0.000383736,0.0003300685,0.00007152026,0.0001052537,0.0002092032,0.00001301997],"category_scores_gemma":[0.001065376,0.0003263238,0.001707169,0.0008498463,0.0001409389,0.0002229424,0.00003647082,0.000481822,0.00002401286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001390157,"about_ca_system_score_gemma":0.0001514326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004874357,"about_ca_topic_score_gemma":0.000006083267,"domain_scores_codex":[0.9970424,0.0003647113,0.0004293549,0.0007659424,0.00093439,0.0004631828],"domain_scores_gemma":[0.9978491,0.0003888301,0.00005861981,0.0009579217,0.0002210901,0.0005244128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001372453,0.0002259079,0.9940227,0.0001174341,0.001905449,0.0001121828,0.00101597,0.00001121877,0.00003832637,0.00009472601,0.00007133728,0.00224756],"study_design_scores_gemma":[0.004914494,0.0002665945,0.9865218,0.00008903733,0.004814078,0.0007292238,0.001003367,0.000001085575,0.00002095548,0.001156152,0.000168775,0.0003144311],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9803355,0.01457598,0.001367362,0.00007364085,0.0001561658,0.002639086,0.00002636296,0.000200303,0.0006256082],"genre_scores_gemma":[0.9985664,0.0001533624,0.0003450814,0.0001151469,0.0004681673,0.0001141328,0.0001709121,0.00003848191,0.00002827628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01823095,"threshold_uncertainty_score":0.9999189,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2101566674","doi":"10.1186/1476-7120-3-15","title":"A comparison of ultrasound measurements to assess carotid atherosclerosis development in subjects with and without type 2 diabetes","year":2005,"lang":"en","type":"article","venue":"Cardiovascular Ultrasound","topic":"Cardiovascular Health and Disease Prevention","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Mount Sinai Hospital; Western University; Robarts Clinical Trials","funders":"","keywords":"Medicine; Body mass index; Diabetes mellitus; Internal medicine; Angiology; Type 2 diabetes; Waist; Intima-media thickness; Ultrasound; Cardiology; Endocrinology; Impaired glucose tolerance; Type 1 diabetes; Carotid arteries; Radiology","authors":[{"name":"Rebecca L. Pollex","is_ca":true},{"name":"J. David Spence","is_ca":true},{"name":"Andrew A. House","is_ca":true},{"name":"Aaron Fenster","is_ca":true},{"name":"Anthony J. Hanley","is_ca":true},{"name":"Bernard Zinman","is_ca":true},{"name":"Stewart B. Harris","is_ca":true},{"name":"Robert A. Hegele","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05873248850531861,"gpt":0.3102519692780379,"spread":0.2515194807727194,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001221229,0.0002992464,0.001125995,0.0002340035,0.00008953535,0.00003620517,0.00009761672,0.0001192371,0.00001740107],"category_scores_gemma":[0.0003823371,0.0002674376,0.0003887555,0.0005521821,0.00007974004,0.0001221036,0.00003327475,0.0001882595,0.00001602978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000269027,"about_ca_system_score_gemma":0.0003138098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005928074,"about_ca_topic_score_gemma":0.0001276101,"domain_scores_codex":[0.9971941,0.0002007227,0.0005142048,0.0005450749,0.001060652,0.0004852938],"domain_scores_gemma":[0.9984137,0.0000869669,0.0000882071,0.0006527279,0.0003156166,0.0004427739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001804388,0.000257885,0.9707454,0.0004265979,0.001769258,0.000001002482,0.0007332871,0.0007774868,0.02165903,0.000002711086,0.00003928116,0.003407652],"study_design_scores_gemma":[0.003682647,0.0001455489,0.9434857,0.00052573,0.0008528096,0.00004619954,0.0002291053,0.000007529768,0.04782697,0.000002062087,0.00289401,0.0003016564],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903032,0.006894719,0.0009417667,0.00002244757,0.00007970646,0.001299867,0.000005004563,0.0000463224,0.0004069772],"genre_scores_gemma":[0.993091,0.0001557917,0.006305791,0.0001205256,0.00009673331,0.0001118955,0.00004559413,0.00004880505,0.00002386015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02725964,"threshold_uncertainty_score":0.9999778,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2164318592","doi":"10.1186/s12947-015-0011-x","title":"The role of renin angiotensin system antagonists in the prevention of doxorubicin and trastuzumab induced cardiotoxicity","year":2015,"lang":"en","type":"article","venue":"Cardiovascular Ultrasound","topic":"Chemotherapy-induced cardiotoxicity and mitigation","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Saint-Boniface; University of Manitoba; St. Boniface Hospital","funders":"Manitoba Health Research Council","keywords":"Medicine; Cardiotoxicity; Aliskiren; Valsartan; Perindopril; Doxorubicin; Trastuzumab; Pharmacology; Internal medicine; Chemotherapy; Cancer; Urology; Cardiology; Renin–angiotensin system; Breast cancer; Blood pressure","authors":[{"name":"Gauri Akolkar","is_ca":true},{"name":"Navdeep Bhullar","is_ca":true},{"name":"Hilary Bews","is_ca":true},{"name":"Bilal Shaikh","is_ca":true},{"name":"Sheena Premecz","is_ca":true},{"name":"Kimberly-Ann Bordun","is_ca":true},{"name":"David YC Cheung","is_ca":true},{"name":"Vineet Goyal","is_ca":true},{"name":"Anita Sharma","is_ca":true},{"name":"Philip J. Garber","is_ca":true},{"name":"Pawan K. Singal","is_ca":true},{"name":"Davinder S. Jassal","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01943675925763831,"gpt":0.2469355629667383,"spread":0.2274988037091,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002964692,0.0001886492,0.0007245478,0.00009121969,0.00008992348,0.00002868539,0.0001512609,0.0001850487,4.378663e-7],"category_scores_gemma":[0.0003046489,0.0001241003,0.0007126736,0.0004119939,0.0002040335,0.00008194636,0.00002233387,0.0002588616,8.784188e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001699155,"about_ca_system_score_gemma":0.0001788076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003491925,"about_ca_topic_score_gemma":0.00003458396,"domain_scores_codex":[0.9976884,0.0005605608,0.0004621552,0.0002836096,0.0007704255,0.0002348761],"domain_scores_gemma":[0.9985075,0.0002312524,0.0001531751,0.000782664,0.0002376726,0.00008776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003036343,0.0001064964,0.006258066,0.0001273606,0.001794021,0.00002328566,0.004206472,0.0001026618,0.964139,0.000715788,0.00006904452,0.02215418],"study_design_scores_gemma":[0.00301388,0.0003414456,0.05597472,0.000294628,0.0007319207,0.001113038,0.008978442,0.00005745372,0.9268489,0.0003600485,0.002106792,0.0001787077],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880274,0.008955964,0.0002656633,0.00007160758,0.000108512,0.0009802545,0.000009449782,0.00002322128,0.001557933],"genre_scores_gemma":[0.999366,0.0002438537,0.0001332221,0.00001909624,0.0001552706,0.00003000081,0.00001710519,0.00002181236,0.00001365937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04971666,"threshold_uncertainty_score":0.5060664,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2125061297","doi":"10.1186/1476-7120-3-34","title":"Dobutamine stress echocardiography in healthy adult male rats","year":2005,"lang":"en","type":"article","venue":"Cardiovascular Ultrasound","topic":"Cardiac electrophysiology and arrhythmias","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"Canadian Institutes of Health Research; Heart and Stroke Foundation of Canada","keywords":"Dobutamine; Medicine; Ejection fraction; Angiology; Cardiology; Internal medicine; Heart rate; Stress Echocardiography; Diastole; Ultrasound; Hemodynamics; Heart failure; Blood pressure; Radiology; Coronary artery disease","authors":[{"name":"Éric Plante","is_ca":true},{"name":"Dominic Lachance","is_ca":true},{"name":"Marie‐Claude Drolet","is_ca":true},{"name":"Élise Roussel","is_ca":true},{"name":"Jacques Couët","is_ca":true},{"name":"Marie Arsenault","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006367955643515855,"gpt":0.2310773657304129,"spread":0.2247094100868971,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004283784,0.000320599,0.001036066,0.0003178849,0.0001105148,0.00002225626,0.0001158689,0.0002603205,0.00008219887],"category_scores_gemma":[0.0001631716,0.0003036078,0.002009817,0.0007271671,0.000169392,0.0001368952,0.00003056567,0.0005836153,0.0001570502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001591298,"about_ca_system_score_gemma":0.0001064334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005553545,"about_ca_topic_score_gemma":0.00002056105,"domain_scores_codex":[0.9975944,0.0002152328,0.0003909252,0.0006527763,0.0004647495,0.0006819501],"domain_scores_gemma":[0.9983965,0.0001353356,0.00005164013,0.001014713,0.0001597616,0.0002420378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01071608,0.003156368,0.526018,0.002167961,0.03832848,0.02123019,0.0028321,0.06579971,0.06621797,0.00265257,0.02151959,0.239361],"study_design_scores_gemma":[0.02577983,0.002267015,0.7612343,0.0007564465,0.003738743,0.02758746,0.000954331,0.0002701429,0.03904727,0.0003666292,0.1352129,0.002784963],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9779491,0.0156872,0.0002627095,0.0003885787,0.0002705142,0.0006134979,0.00003722607,0.000112426,0.004678699],"genre_scores_gemma":[0.9926614,0.003706954,0.0006975131,0.0009904664,0.001463707,0.00008554049,0.0001478973,0.000049493,0.0001969928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2365761,"threshold_uncertainty_score":0.9999416,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2104899509","doi":"10.1186/1476-7120-4-28","title":"Relationship of the metabolic syndrome to carotid ultrasound traits","year":2006,"lang":"en","type":"article","venue":"Cardiovascular Ultrasound","topic":"Cardiovascular Health and Disease Prevention","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto; Mount Sinai Hospital; Western University; Lunenfeld-Tanenbaum Research Institute; Robarts Clinical Trials","funders":"Genome Canada; Heart and Stroke Foundation of Canada","keywords":"Metabolic syndrome; Intima-media thickness; Medicine; Angiology; Ultrasound; Internal medicine; Tunica media; Cardiology; Gastroenterology; Carotid arteries; Obesity; Radiology","authors":[{"name":"Rebecca L. Pollex","is_ca":true},{"name":"Khalid Z. Alshali","is_ca":true},{"name":"Andrew A. House","is_ca":true},{"name":"J. David Spence","is_ca":true},{"name":"Aaron Fenster","is_ca":true},{"name":"Mary Mamakeesick","is_ca":false},{"name":"Bernard Zinman","is_ca":true},{"name":"Stewart B. Harris","is_ca":true},{"name":"Anthony J. Hanley","is_ca":true},{"name":"Robert A. Hegele","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01289404860956152,"gpt":0.2423344282888051,"spread":0.2294403796792436,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001065896,0.000284956,0.0009279494,0.0001920232,0.0002224689,0.00003232304,0.000218001,0.0001725238,0.00005603363],"category_scores_gemma":[0.001062837,0.0002261736,0.003642117,0.001071353,0.000133813,0.0001070671,0.00004256847,0.0002856921,0.00007646216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001143142,"about_ca_system_score_gemma":0.0002812014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003805436,"about_ca_topic_score_gemma":0.00002742751,"domain_scores_codex":[0.9968675,0.0003577356,0.0005858021,0.0005121336,0.001200328,0.0004765319],"domain_scores_gemma":[0.9976421,0.0002654254,0.0001018708,0.001395284,0.0002591428,0.000336185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004081134,0.001003266,0.9038226,0.001861516,0.009783348,0.000185061,0.0006434596,0.01431373,0.04652769,0.01099039,0.0064523,0.004008549],"study_design_scores_gemma":[0.001659019,0.00002788484,0.9746057,0.00009699073,0.002802767,0.00249659,0.00006371553,7.661499e-7,0.002548372,0.0005319383,0.01494228,0.0002239704],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9698182,0.02009572,0.00342115,0.0001283097,0.0003830726,0.001739337,0.00006726466,0.00009295692,0.004253954],"genre_scores_gemma":[0.9978732,0.00008657735,0.0007224722,0.000202714,0.0003284907,0.0001158911,0.00007323412,0.00005395615,0.0005434511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07078312,"threshold_uncertainty_score":0.9223093,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1842969195","doi":"10.1186/s12947-015-0023-6","title":"Grading diastolic function by echocardiography: hemodynamic validation of existing guidelines","year":2015,"lang":"en","type":"article","venue":"Cardiovascular Ultrasound","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"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; Internal medicine; Preload; Hemodynamics; Ejection fraction; Diastole; Interquartile range; Sinus rhythm; Blood pressure; Heart failure; Atrial fibrillation","authors":[{"name":"Andrew Grant","is_ca":true},{"name":"Kazuaki Negishi","is_ca":false},{"name":"Tomoko Negishi","is_ca":false},{"name":"Patrick Collier","is_ca":false},{"name":"Samir Kapadia","is_ca":false},{"name":"James D. Thomas","is_ca":false},{"name":"Thomas H. Marwick","is_ca":false},{"name":"Brian P. Griffin","is_ca":false},{"name":"Zoran Popović","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06989537087188125,"gpt":0.2995970970650679,"spread":0.2297017261931866,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001785548,0.0003291942,0.001042088,0.0003630819,0.0001121836,0.00004115132,0.000111357,0.0002143212,0.00002035754],"category_scores_gemma":[0.001063452,0.0002998048,0.003028027,0.000884424,0.0001368453,0.000200313,0.00003299581,0.0002564153,0.00003155335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001840302,"about_ca_system_score_gemma":0.0001264479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002618771,"about_ca_topic_score_gemma":9.507449e-7,"domain_scores_codex":[0.9970014,0.0002188129,0.0006281988,0.0005502927,0.001246724,0.0003545821],"domain_scores_gemma":[0.997493,0.00009114067,0.0001527227,0.001010199,0.0009062677,0.0003467235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009933417,0.0005135271,0.6846257,0.0008813755,0.04914844,0.0001299538,0.001326656,0.03739538,0.07150088,0.0004430039,0.05702249,0.09601919],"study_design_scores_gemma":[0.02061197,0.001251268,0.1558124,0.0008344011,0.0247282,0.003234455,0.006031902,0.001588115,0.07564238,0.001072856,0.7063897,0.002802338],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8408034,0.01354156,0.139332,0.00004410525,0.001435249,0.0005981688,0.00003309411,0.0002745982,0.003937819],"genre_scores_gemma":[0.9967037,0.0007910407,0.001228463,0.00009260777,0.0004700185,0.00002986169,0.000391206,0.00007317717,0.0002198544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6493673,"threshold_uncertainty_score":0.9999454,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1969508755","doi":"10.1186/1476-7120-5-20","title":"Diagnostic value of harmonic transthoracic echocardiography in native valve infective endocarditis: comparison with transesophageal echocardiography","year":2007,"lang":"en","type":"article","venue":"Cardiovascular Ultrasound","topic":"Infective Endocarditis Diagnosis and Management","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Health Sciences Centre; St. Boniface Hospital","funders":"","keywords":"Medicine; Angiology; Infective endocarditis; Cardiology; Internal medicine; Endocarditis; Aortic valve; Radiology","authors":[{"name":"Davinder S. Jassal","is_ca":true},{"name":"Amin Aminbakhsh","is_ca":true},{"name":"Tielan Fang","is_ca":true},{"name":"Nasir Shaikh","is_ca":true},{"name":"John M. Embil","is_ca":true},{"name":"G. Scott Mackenzie","is_ca":true},{"name":"James W. Tam","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009409711680878716,"gpt":0.2626699141370425,"spread":0.2532602024561638,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002430406,0.0007934508,0.002726114,0.001481403,0.0001592642,0.00005413434,0.0002647887,0.0002966463,0.00002476719],"category_scores_gemma":[0.000475502,0.0007355027,0.006082203,0.00314977,0.0006738755,0.0003309983,0.00003838696,0.0009226866,0.00001196887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003700101,"about_ca_system_score_gemma":0.0001464065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003534319,"about_ca_topic_score_gemma":0.00003871392,"domain_scores_codex":[0.9942905,0.000635021,0.001087765,0.001183384,0.001688588,0.001114709],"domain_scores_gemma":[0.9954663,0.002214804,0.0002394651,0.001186947,0.000523778,0.0003687101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003108624,0.000968156,0.9417256,0.0004993633,0.02651332,0.001649016,0.001553859,0.008484406,0.0002659486,0.0007928691,0.0001647803,0.01707179],"study_design_scores_gemma":[0.007289528,0.001214471,0.9688352,0.0006643991,0.005395526,0.0003431241,0.001387623,0.00001204535,0.01233742,0.0002471886,0.001583182,0.0006902792],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8684621,0.0199319,0.0989018,0.000008734904,0.0004189272,0.003168829,0.0001002942,0.0001760609,0.008831341],"genre_scores_gemma":[0.9931385,0.004542414,0.001226027,0.0001218502,0.0002934321,0.0004232463,0.0001189348,0.0001342275,0.000001359854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1246764,"threshold_uncertainty_score":0.9995096,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1996580577","doi":"10.1186/1476-7120-6-5","title":"Acute severe mitral regurgitation: consideration of papillary muscle architecture","year":2008,"lang":"en","type":"article","venue":"Cardiovascular Ultrasound","topic":"Cardiac Valve Diseases and Treatments","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":"Royal University Hospital; St. Boniface Hospital","funders":"","keywords":"Medicine; Papillary muscle; Mitral regurgitation; Cardiology; Mitral valve; Internal medicine; Eccentric; Anatomy","authors":[{"name":"Andrew Czarnecki","is_ca":true},{"name":"Amar Thakrar","is_ca":true},{"name":"Tielan Fang","is_ca":true},{"name":"Matthew Lytwyn","is_ca":true},{"name":"Roien Ahmadie","is_ca":true},{"name":"Edward Pascoe","is_ca":true},{"name":"Davinder S. Jassal","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01326810598945645,"gpt":0.2674260249502148,"spread":0.2541579189607584,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009299917,0.0001841498,0.0005418929,0.00007416869,0.0001240388,0.00001123141,0.00004094252,0.00009582135,0.00006788665],"category_scores_gemma":[0.0001129127,0.0001633724,0.004220505,0.0001799012,0.000143543,0.00007574105,0.00001364929,0.0001106741,0.00002218651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005555356,"about_ca_system_score_gemma":0.0001440912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002245541,"about_ca_topic_score_gemma":5.725528e-7,"domain_scores_codex":[0.9986866,0.00007480165,0.0002303003,0.0003032623,0.0005047882,0.0002002852],"domain_scores_gemma":[0.998876,0.00009524153,0.00005519881,0.0006090688,0.0002081266,0.0001563653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001688332,0.001489633,0.6880165,0.001152446,0.2093692,0.005200878,0.005055264,0.006446433,0.02216714,0.000621246,0.01677963,0.04201333],"study_design_scores_gemma":[0.004870798,0.0001849038,0.9729369,0.00007946163,0.007299852,0.004518526,0.0001958103,0.000003198551,0.002497447,0.0002412637,0.00688928,0.0002825178],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837264,0.01123154,0.0005583155,0.00005888057,0.0001669764,0.0004636012,0.00009756895,0.00005849873,0.003638242],"genre_scores_gemma":[0.9970905,0.001032096,0.0009293463,0.0001404158,0.0001912168,0.00002446111,0.0003430915,0.0000289015,0.0002199549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2849205,"threshold_uncertainty_score":0.6662133,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2110683344","doi":"10.1186/1476-7120-6-65","title":"Impact of contractile reserve on acute response to cardiac resynchronization therapy","year":2008,"lang":"en","type":"article","venue":"Cardiovascular Ultrasound","topic":"Cardiac pacing and defibrillation studies","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":"Cegep de Sainte Foy","funders":"","keywords":"Medicine; Cardiology; Internal medicine; Ejection fraction; Cardiac resynchronization therapy; Heart failure; Stroke volume; Mitral regurgitation; Angiology; Speckle tracking echocardiography","authors":[{"name":"Marie Moonen","is_ca":false},{"name":"Mario Sénéchal","is_ca":true},{"name":"Bernard Cosyns","is_ca":false},{"name":"Pierre Mélon","is_ca":false},{"name":"Eric Nellessen","is_ca":false},{"name":"Luc Piérard","is_ca":false},{"name":"Patrizio Lancellotti","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03007665464283101,"gpt":0.3127615063384804,"spread":0.2826848516956494,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008111397,0.0002361854,0.001101427,0.0002395119,0.0001718768,0.00001430216,0.00003413138,0.000116352,0.00001522083],"category_scores_gemma":[0.001204477,0.0001911786,0.002324389,0.0005737324,0.0001153041,0.00007321962,0.00002070399,0.000143662,0.00006714297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002452687,"about_ca_system_score_gemma":0.0002190516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001450565,"about_ca_topic_score_gemma":4.035838e-7,"domain_scores_codex":[0.9978912,0.0003451365,0.0003082657,0.0003886369,0.0007776961,0.0002890743],"domain_scores_gemma":[0.99757,0.0006247752,0.00007293748,0.00102729,0.000510129,0.0001948409],"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":[0.03552041,0.0004074747,0.3982044,0.00006954597,0.06842198,0.0004098458,0.006358813,0.01710846,0.4018946,0.00004138915,0.06636518,0.005197822],"study_design_scores_gemma":[0.002511343,0.001142853,0.9264581,0.00006848079,0.0004980083,0.0008856413,0.000101019,0.000002001914,0.01906733,0.000005055554,0.04901186,0.0002482507],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832969,0.005382853,0.000531495,0.0000445141,0.0002348922,0.0006624751,0.0001066254,0.00007570315,0.009664568],"genre_scores_gemma":[0.9963995,0.002549945,0.0001389784,0.00006823719,0.0003014999,0.00002721065,0.00004126678,0.00004421006,0.0004291617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5282537,"threshold_uncertainty_score":0.7796038,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2140680119","doi":"10.1186/1476-7120-4-44","title":"Carotid ultrasound phenotypes in vulnerable populations","year":2006,"lang":"en","type":"article","venue":"Cardiovascular Ultrasound","topic":"Cardiovascular Health and Disease Prevention","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Thrombosis and Atherosclerosis Research Institute; London Health Sciences Centre; Western University; Robarts Clinical Trials","funders":"Canadian Institutes of Health Research; Kidney Foundation of Canada","keywords":"Medicine; Intima-media thickness; Ultrasound; Angiology; Internal medicine; Diabetes mellitus; Cardiology; Stenosis; Population; Tunica media; Radiology; Carotid arteries; Endocrinology","authors":[{"name":"Silvia A. Riccio","is_ca":true},{"name":"Andrew A. House","is_ca":true},{"name":"J. David Spence","is_ca":true},{"name":"Aaron Fenster","is_ca":true},{"name":"Grace Párraga","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01684846231915824,"gpt":0.2632087998061116,"spread":0.2463603374869534,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011413,0.0003004422,0.0008055324,0.0002903276,0.0002348705,0.00006383508,0.0001061902,0.0001942055,0.0001660382],"category_scores_gemma":[0.0005077546,0.0003072905,0.001896753,0.0006929358,0.0000879088,0.0001955752,0.00002216148,0.0004085988,0.0001378519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000308045,"about_ca_system_score_gemma":0.0002140697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002615898,"about_ca_topic_score_gemma":0.0002975305,"domain_scores_codex":[0.9970958,0.0003234212,0.0005437131,0.0006145617,0.0008003226,0.0006221487],"domain_scores_gemma":[0.9982598,0.0001515955,0.00006152295,0.001093643,0.0001610509,0.0002723821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004723016,0.001508635,0.9106725,0.001346638,0.003423004,0.0005781684,0.0003268172,0.03707244,0.02339189,0.006806694,0.008489648,0.005911218],"study_design_scores_gemma":[0.004413364,0.0000303747,0.9690292,0.0001200269,0.001251469,0.001019019,0.0001356247,0.00002181797,0.001002336,0.00252838,0.02001249,0.0004358657],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9367705,0.03048751,0.007355259,0.00008817755,0.0005787503,0.001420822,0.00003817193,0.0002345252,0.02302631],"genre_scores_gemma":[0.9956969,0.0002980786,0.001686607,0.0001471163,0.0007612213,0.0001335174,0.0005715627,0.00005912099,0.0006458837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05892642,"threshold_uncertainty_score":0.9999379,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3123440733","doi":"10.1186/s12947-021-00238-1","title":"A multicentric quality-control study of exercise Doppler echocardiography of the right heart and the pulmonary circulation. The RIGHT Heart International NETwork (RIGHT-NET)","year":2021,"lang":"en","type":"article","venue":"Cardiovascular Ultrasound","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Jewish General Hospital","funders":"Universitätsklinikum Heidelberg; Szegedi Tudományegyetem; Universitatea de Medicină, Farmacie, Științe și Tehnologie din Târgu Mureș; Baker Heart and Diabetes Institute; Medizinische Universität Graz; Università degli Studi di Padova; Università di Pisa; Uniwersytet Łódzki; Università degli Studi di Napoli Federico II; Imperial College London; King Faisal Specialist Hospital and Research Centre; Vrije Universiteit Brussel; Lunds Universitet; Karl-Franzens-Universität Graz; Skånes universitetssjukhus; Università degli Studi di Milano","keywords":"Medicine; Cardiology; Internal medicine; Ventricular outflow tract; Ejection fraction; Doppler echocardiography; Diastole; Intraclass correlation; Heart failure; Blood pressure","authors":[{"name":"Francesco Ferrara","is_ca":false},{"name":"Luna Gargani","is_ca":false},{"name":"Carla Contaldi","is_ca":false},{"name":"Gergely Ágoston","is_ca":false},{"name":"Paola Argiento","is_ca":false},{"name":"William F. Armstrong","is_ca":false},{"name":"Francesco Bandera","is_ca":false},{"name":"Filippo Cademartiri","is_ca":false},{"name":"Rodolfo Citro","is_ca":false},{"name":"Antonio Cittadini","is_ca":false},{"name":"Rosangela Cocchia","is_ca":false},{"name":"Michele D’Alto","is_ca":false},{"name":"Antonello D’Andrea","is_ca":false},{"name":"Philipp Douschan","is_ca":false},{"name":"Stefano Ghio","is_ca":false},{"name":"Ekkehard Grünig","is_ca":false},{"name":"Marco Guazzi","is_ca":false},{"name":"Stefania Guida","is_ca":false},{"name":"Jarosław D. Kasprzak","is_ca":false},{"name":"Theodore J. Kolias","is_ca":false},{"name":"Giuseppe Limongelli","is_ca":false},{"name":"Alberto M. Marra","is_ca":false},{"name":"Matteo Mazzola","is_ca":false},{"name":"Ciro Mauro","is_ca":false},{"name":"Antonella Moreo","is_ca":false},{"name":"Francesco Pieri","is_ca":false},{"name":"Lorenza Pratali","is_ca":false},{"name":"Nicola Riccardo Pugliese","is_ca":false},{"name":"Mauro Raciti","is_ca":false},{"name":"Brigida Ranieri","is_ca":true},{"name":"Lawrence Rudski","is_ca":true},{"name":"Rajan Saggar","is_ca":false},{"name":"Andrea Salzano","is_ca":false},{"name":"Walter Serra","is_ca":false},{"name":"Anna Agnese Stanziola","is_ca":false},{"name":"Mani A. Vannan","is_ca":false},{"name":"Damien Voilliot","is_ca":false},{"name":"Olga Vriz","is_ca":false},{"name":"Karina Wierzbowska‐Drabik","is_ca":false},{"name":"Robert Naeije","is_ca":false},{"name":"Eduardo Bossone","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00801583204696258,"gpt":0.2330191433211589,"spread":0.2250033112741963,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003080677,0.0003677209,0.001528568,0.0001439659,0.0004851038,0.00007764619,0.0003341217,0.0001751798,0.0001745341],"category_scores_gemma":[0.0005097242,0.0001825967,0.004759902,0.001265988,0.0006361458,0.0001129266,0.0001307151,0.0005478972,0.000006763393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007026523,"about_ca_system_score_gemma":0.0001365352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003223968,"about_ca_topic_score_gemma":0.00002455711,"domain_scores_codex":[0.9942518,0.002024203,0.0008663351,0.0006409644,0.00183975,0.000376929],"domain_scores_gemma":[0.9955287,0.001199136,0.0002282389,0.002232308,0.0006710404,0.0001406058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009859855,0.000899308,0.9339523,0.0002054546,0.03430314,0.0001000291,0.001549228,0.02229892,0.0008989025,0.0006090123,0.003140382,0.001057386],"study_design_scores_gemma":[0.009159829,0.000034624,0.9456127,0.0001475455,0.006425238,0.001213384,0.001626297,0.0002574563,0.000395571,0.0001840949,0.03468881,0.0002544769],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9443139,0.04395992,0.001654162,0.00141421,0.002821279,0.004190713,0.00006905055,0.00007675972,0.00149995],"genre_scores_gemma":[0.9972007,0.001471793,0.0000758651,0.0003589367,0.000592942,0.0001089645,0.00002914022,0.00004329488,0.0001183976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05288671,"threshold_uncertainty_score":0.7446079,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2149879405","doi":"10.1186/1476-7120-2-10","title":"Early endothelial dysfunction in cholesterol-fed rabbits: a non-invasive in vivo ultrasound study.","year":2004,"lang":"en","type":"article","venue":"Cardiovascular Ultrasound","topic":"Cardiovascular Health and Disease Prevention","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Cegep de Sainte Foy; Université Laval; Institut Universitaire de Cardiologie et de Pneumologie de Québec","funders":"Heart and Stroke Foundation of Canada","keywords":"Ex vivo; In vivo; Medicine; Endothelial dysfunction; Aorta; Abdominal aorta; Ultrasound; Internal medicine; Pathology; Endocrinology; Biology; Radiology","authors":[{"name":"Marie‐Claude Drolet","is_ca":true},{"name":"Éric Plante","is_ca":true},{"name":"Bruno Battistini","is_ca":true},{"name":"Jacques Couët","is_ca":true},{"name":"Marie Arsenault","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01064161330986566,"gpt":0.2459014462132351,"spread":0.2352598329033694,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001796238,0.0005136409,0.001372456,0.0006668695,0.0001366653,0.0001037041,0.0001907521,0.0002991673,0.00006074932],"category_scores_gemma":[0.0009687183,0.0005298004,0.001971891,0.001096519,0.0001160027,0.0004003281,0.00004617271,0.0006532143,0.0001263674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009870715,"about_ca_system_score_gemma":0.0006551531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003481474,"about_ca_topic_score_gemma":0.001147507,"domain_scores_codex":[0.9954472,0.0004248702,0.0008720458,0.001100122,0.001282212,0.0008736166],"domain_scores_gemma":[0.99757,0.0002115092,0.0001129319,0.001431995,0.0001849754,0.000488609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006156152,0.007545472,0.8623176,0.001901749,0.01006466,0.005552396,0.01108326,0.01425941,0.07237326,0.0000790994,0.000192531,0.008474437],"study_design_scores_gemma":[0.04085938,0.0005080191,0.948884,0.0005246816,0.001304967,0.0009937757,0.001918648,0.000002855006,0.003313731,0.0002474583,0.0008823452,0.0005601386],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886849,0.003356042,0.002203242,0.00004109921,0.0005852379,0.003659699,0.00003745548,0.000119049,0.001313281],"genre_scores_gemma":[0.9975549,0.0007117012,0.0001772097,0.0002500507,0.0005641196,0.0004884903,0.00006937166,0.00009103126,0.00009310075],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08656643,"threshold_uncertainty_score":0.9997153,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2106621434","doi":"10.1186/1476-7120-7-39","title":"Usefulness of NT-pro BNP monitoring to identify echocardiographic responders following cardiac resynchronization therapy","year":2009,"lang":"en","type":"article","venue":"Cardiovascular Ultrasound","topic":"Cardiac pacing and defibrillation studies","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec","funders":"Institut universitaire de cardiologie et de pneumologie de Québec, Université Laval","keywords":"Medicine; Cardiac resynchronization therapy; Internal medicine; Cardiology; Heart failure; Angiology; Mitral regurgitation; Ejection fraction","authors":[{"name":"Julien Magné","is_ca":true},{"name":"Michelle Dubois","is_ca":true},{"name":"Jean Champagne","is_ca":true},{"name":"Jean G. Dumesnil","is_ca":true},{"name":"Philippe Pîbarot","is_ca":true},{"name":"François Philippon","is_ca":true},{"name":"Gilles O’Hara","is_ca":true},{"name":"Mario Sénéchal","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04357220218018952,"gpt":0.3200324434040807,"spread":0.2764602412238911,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001334628,0.0003314171,0.001435115,0.0005431298,0.0002384951,0.00007174459,0.00006692787,0.0001759178,0.000002249417],"category_scores_gemma":[0.0006341604,0.0003227035,0.003502799,0.001606934,0.00006844373,0.000173175,0.0000289893,0.0001906086,0.0000177697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001450335,"about_ca_system_score_gemma":0.00008629849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000342827,"about_ca_topic_score_gemma":1.989369e-7,"domain_scores_codex":[0.996988,0.0002575694,0.0004898146,0.000607961,0.001225058,0.0004316038],"domain_scores_gemma":[0.9978985,0.0002259913,0.00009117282,0.001171518,0.0003992043,0.0002136121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001095738,0.0001650901,0.6399038,0.0002653385,0.03610992,0.0001636371,0.006427804,0.0119309,0.2357123,0.0001461244,0.003552258,0.06452712],"study_design_scores_gemma":[0.002362336,0.0002717442,0.9166602,0.0003969013,0.001688644,0.0001489913,0.001972817,0.000001830843,0.05434793,0.0001029702,0.02149348,0.0005521287],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9555915,0.02921479,0.006830802,0.0000517479,0.001320502,0.0008066242,0.0000124319,0.0002068395,0.005964764],"genre_scores_gemma":[0.9964113,0.002016922,0.0005930986,0.00006784478,0.000725429,0.00003087721,0.00002397168,0.0000519055,0.00007861776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2767564,"threshold_uncertainty_score":0.9999225,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2202015380","doi":"10.1186/s12947-015-0043-2","title":"The value of core lab stress echocardiography interpretations: observations from the ISCHEMIA Trial","year":2015,"lang":"en","type":"article","venue":"Cardiovascular Ultrasound","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre Intégré de Santé et Services Sociaux de Chaudière-Appalache; Montreal Heart Institute","funders":"National Heart, Lung, and Blood Institute; Japanese Society of Echocardiography; Uehara Memorial Foundation","keywords":"Concordance; Medicine; Core (optical fiber); Ischemia; Angiology; Myocardial ischemia; Internal medicine; Cardiology; Clinical trial","authors":[{"name":"Akihisa Kataoka","is_ca":false},{"name":"Marielle Scherrer‐Crosbie","is_ca":false},{"name":"Roxy Senior","is_ca":false},{"name":"Gilbert Gosselin","is_ca":true},{"name":"Denis Phaneuf","is_ca":true},{"name":"Gabriela Guzmán","is_ca":false},{"name":"Gian Piero Perna","is_ca":false},{"name":"Alfonso Lara","is_ca":false},{"name":"Saško Kedev","is_ca":false},{"name":"Andrea Mortara","is_ca":false},{"name":"Mohammad El‐Hajjar","is_ca":false},{"name":"Leslee J. Shaw","is_ca":false},{"name":"Harmony R. Reynolds","is_ca":false},{"name":"Michael H. Picard","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0404700793427975,"gpt":0.2754054575957806,"spread":0.2349353782529831,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001143866,0.0001814888,0.0005007808,0.0000438511,0.0001921653,0.00008461299,0.00025757,0.00009588405,0.000003207771],"category_scores_gemma":[0.005925876,0.0001108372,0.001741034,0.000474343,0.0003611647,0.00007695689,0.00005409732,0.0002936367,0.00001265987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005595267,"about_ca_system_score_gemma":0.0002449997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005208305,"about_ca_topic_score_gemma":0.00000731897,"domain_scores_codex":[0.9981533,0.0002173584,0.0003612907,0.0002670099,0.0007783825,0.0002226134],"domain_scores_gemma":[0.9948726,0.002967053,0.00007222288,0.001423063,0.000525842,0.0001392764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00527814,0.0004093188,0.838725,0.00009828356,0.03317026,0.00007231145,0.00575858,0.0129282,0.001390331,0.005248806,0.09088331,0.006037407],"study_design_scores_gemma":[0.07959104,0.0005183212,0.5625753,0.0008445775,0.01997529,0.0001873642,0.01618353,0.0006684824,0.006480056,0.006587248,0.3054013,0.0009875172],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9328552,0.04956052,0.00936815,0.0005139076,0.002056561,0.001266905,0.0003792129,0.000106919,0.003892555],"genre_scores_gemma":[0.9966037,0.0007544016,0.0009342133,0.0002751755,0.0009644968,0.0001049705,0.0002739312,0.00003328787,0.00005587822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2761497,"threshold_uncertainty_score":0.7094254,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2945998074","doi":"10.1186/s12947-019-0156-0","title":"Accurate assessment of LV function using the first automated 2D-border detection algorithm for small animals - evaluation and application to models of LV dysfunction","year":2019,"lang":"en","type":"article","venue":"Cardiovascular Ultrasound","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":15,"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","funders":"Canadian Institutes of Health Research; Berlin Institute of Health; University of Toronto; Deutsche Forschungsgemeinschaft; Humboldt-Universität zu Berlin; Freie Universität Berlin; Deutsches Zentrum für Herz-Kreislaufforschung; Heart and Stroke Foundation of Canada","keywords":"Medicine; Image quality; Angiology; Cardiac function curve; Algorithm; Image (mathematics); Computer science; Artificial intelligence; Internal medicine","authors":[{"name":"Jana Grune","is_ca":false},{"name":"Daniel Ritter","is_ca":false},{"name":"Kristin Kräker","is_ca":false},{"name":"Kathleen Pappritz","is_ca":false},{"name":"Niklas Beyhoff","is_ca":false},{"name":"Till Schütte","is_ca":false},{"name":"Christiane Ott","is_ca":false},{"name":"Cathleen John","is_ca":false},{"name":"Sophie Van Linthout","is_ca":false},{"name":"Carsten Tschöpe","is_ca":false},{"name":"Ralf Dechend","is_ca":false},{"name":"Dominik N. Müller","is_ca":false},{"name":"Nadine Haase","is_ca":false},{"name":"Tilman Grune","is_ca":false},{"name":"Ulrich Kintscher","is_ca":false},{"name":"Wolfgang M. Kuebler","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02465793134620121,"gpt":0.3087659404153136,"spread":0.2841080090691124,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002302133,0.0002457075,0.0006854017,0.0002302975,0.0001755546,0.00003470406,0.00007096456,0.0001998536,0.00002106371],"category_scores_gemma":[0.0001255029,0.0001933393,0.0009076637,0.000556592,0.00006423344,0.0001648763,0.00002930811,0.0001455778,0.000003006623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002465288,"about_ca_system_score_gemma":0.0001378643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002152214,"about_ca_topic_score_gemma":0.0000271068,"domain_scores_codex":[0.997754,0.0001823053,0.0005040952,0.0005241016,0.0008135011,0.0002220345],"domain_scores_gemma":[0.9976197,0.0001618039,0.0002327476,0.0008053833,0.001090979,0.00008936432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000369261,0.0001806886,0.007137289,0.000734889,0.009255774,5.903827e-7,0.0005981894,0.591961,0.1382308,0.0001087309,0.00003826876,0.2513845],"study_design_scores_gemma":[0.003540866,0.0004745785,0.1597311,0.0001012717,0.005758944,0.00007731105,0.0008157326,0.8187738,0.007513658,0.00007795195,0.002877116,0.0002576069],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.432873,0.0008693391,0.5631653,0.0000114757,0.0003641744,0.002563626,0.00001745325,0.00007087357,0.00006471213],"genre_scores_gemma":[0.9958501,0.0001211531,0.003547316,0.00004387342,0.0001277078,0.0001435533,0.00009880821,0.00004795084,0.00001947635],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5629771,"threshold_uncertainty_score":0.7884148,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2149602109","doi":"10.1186/1476-7120-8-30","title":"Usefulness of an accelerated transoesophageal stress echocardiography in the preoperative evaluation of high risk severely obese subjects awaiting bariatric surgery","year":2010,"lang":"en","type":"article","venue":"Cardiovascular Ultrasound","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Medicine; Angiology; Surgery; Obesity; Cardiology; Radiology; Internal medicine","authors":[{"name":"Sylvie Legault","is_ca":true},{"name":"Mario Sénéchal","is_ca":true},{"name":"Sébastien Bergeron","is_ca":true},{"name":"Marie Arsenault","is_ca":true},{"name":"Michel Tessier","is_ca":true},{"name":"Jean Guimond","is_ca":true},{"name":"Paul Poirier","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02764778728036767,"gpt":0.2560655231987124,"spread":0.2284177359183447,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.009595824,0.0003708751,0.001434349,0.0006824216,0.0001621262,0.00005444782,0.0002487722,0.0003449596,0.0000792295],"category_scores_gemma":[0.001420397,0.0002707123,0.003023055,0.00210212,0.0002428034,0.0003286221,0.00001808357,0.0008926525,0.000002751069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006346737,"about_ca_system_score_gemma":0.0004338736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001840651,"about_ca_topic_score_gemma":0.0003330278,"domain_scores_codex":[0.9933621,0.002589618,0.0007858205,0.0006224401,0.002257603,0.0003824734],"domain_scores_gemma":[0.9961213,0.0008639824,0.0002444875,0.001503579,0.001116002,0.0001506749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004152128,0.0006197474,0.942577,0.000325702,0.008739284,0.00008032747,0.003610721,0.02250851,0.001926406,0.00004437752,0.00003515279,0.01911758],"study_design_scores_gemma":[0.003536912,0.0001006554,0.964909,0.00007765806,0.005533854,0.0002119955,0.001716612,0.0002785405,0.0232696,0.00004898549,0.00004792155,0.0002682875],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944324,0.002186661,0.0006940871,0.000007241046,0.0007589864,0.001536608,0.0001218505,0.000050974,0.0002111933],"genre_scores_gemma":[0.9984455,0.0005849077,0.0001437407,0.00001725424,0.0003626941,0.000109724,0.0002809049,0.00005245362,0.000002876556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02233198,"threshold_uncertainty_score":0.9999745,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2018056114","doi":"10.1186/1476-7120-6-11","title":"Clinical utility of tissue Doppler imaging in patients with acute myocardial infarction complicated by cardiogenic shock","year":2008,"lang":"en","type":"article","venue":"Cardiovascular Ultrasound","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Boniface Hospital; University of Manitoba","funders":"","keywords":"Medicine; Cardiogenic shock; Cardiology; Doppler imaging; Internal medicine; Ejection fraction; Myocardial infarction; Heart failure; Angiology; Population; Diastole; Blood pressure","authors":[{"name":"Adnan Hameed","is_ca":true},{"name":"Tirath Gosal","is_ca":true},{"name":"Tielan Fang","is_ca":true},{"name":"Roien Ahmadie","is_ca":true},{"name":"Matthew Lytwyn","is_ca":true},{"name":"Ivan Barač","is_ca":true},{"name":"Shelley Zieroth","is_ca":true},{"name":"Farrukh Hussain","is_ca":true},{"name":"Davinder S. Jassal","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01273742031119507,"gpt":0.2521786448475695,"spread":0.2394412245363745,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009589434,0.0003806353,0.001667021,0.000213094,0.0001304326,0.00001496142,0.0001461046,0.0002399934,0.00008003856],"category_scores_gemma":[0.0001627515,0.0003181956,0.002370512,0.0006800685,0.0004995693,0.0001639579,0.00005189877,0.0005240233,0.00003369844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001419253,"about_ca_system_score_gemma":0.0001727047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003609459,"about_ca_topic_score_gemma":0.000004612274,"domain_scores_codex":[0.9962605,0.0004254371,0.0008109155,0.0008076633,0.001239323,0.0004561527],"domain_scores_gemma":[0.9975643,0.0001189273,0.0001359995,0.001426106,0.0004646315,0.0002899982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005802313,0.000291532,0.9811379,0.00002759673,0.007997846,0.00006833934,0.00008455576,0.00008235079,0.0003366203,9.631669e-7,0.003495331,0.005896782],"study_design_scores_gemma":[0.007828789,0.0001712895,0.9514078,0.00003284266,0.002100105,0.000826308,0.00004631335,0.00001525086,0.0005739265,0.000002311682,0.03667028,0.0003247373],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909226,0.002248908,0.003850386,0.00002300214,0.0005241925,0.001175253,0.0001128222,0.0001118853,0.001030925],"genre_scores_gemma":[0.9976093,0.001083803,0.0002322004,0.0001035287,0.0001883039,0.00003345058,0.0006237757,0.00006579787,0.00005984106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03317495,"threshold_uncertainty_score":0.999927,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2036964478","doi":"10.1186/1476-7120-12-14","title":"Predictors and prognosis of early ischemic mitral regurgitation in the era of primary percutaneous coronary revascularisation","year":2014,"lang":"en","type":"article","venue":"Cardiovascular Ultrasound","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Medicine; Conventional PCI; Mace; Percutaneous coronary intervention; Cardiology; Internal medicine; Myocardial infarction; Mitral regurgitation; Angiology; Population; Incidence (geometry)","authors":[{"name":"Jimmy MacHaalany","is_ca":true},{"name":"Olivier F. Bertrand","is_ca":true},{"name":"Kim O’Connor","is_ca":true},{"name":"Eltigani Abdelaal","is_ca":true},{"name":"Pierre Voisine","is_ca":true},{"name":"Éric Larose","is_ca":true},{"name":"Éric Charbonneau","is_ca":true},{"name":"Olivier Costerousse","is_ca":true},{"name":"Jean‐Pierre Déry","is_ca":true},{"name":"Mario Sénéchal","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007985061554748282,"gpt":0.2379788102253526,"spread":0.2299937486706043,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005257075,0.0001403921,0.0005018213,0.00006011413,0.00003145314,0.00001139828,0.00006028482,0.00008627159,0.000004360433],"category_scores_gemma":[0.0001661801,0.0001060668,0.001680906,0.0001756059,0.0001372477,0.00007770785,0.00001046126,0.000131501,0.000001106115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005418766,"about_ca_system_score_gemma":0.00004830896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001277209,"about_ca_topic_score_gemma":0.000001082604,"domain_scores_codex":[0.9986134,0.0001923511,0.0002807597,0.0002465451,0.000524811,0.0001421848],"domain_scores_gemma":[0.9990743,0.0002175974,0.00007825343,0.0004557275,0.0001165791,0.00005755192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001914858,0.0001788891,0.9804738,0.000386448,0.003989269,0.00002050941,0.001370961,0.00005354144,0.002894457,0.00002429259,0.00004695912,0.01036941],"study_design_scores_gemma":[0.001527867,0.0002518453,0.9934183,0.0001453295,0.003300622,0.0003939107,0.0002645434,0.000008182386,0.0003826332,0.0000346271,0.0001846777,0.0000874492],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895469,0.008758891,0.00008769258,0.00002284643,0.00004556256,0.0007164689,0.00002237781,0.00001329439,0.0007859599],"genre_scores_gemma":[0.9985744,0.0008539325,0.0002671697,0.00003790101,0.00005314678,0.00003712735,0.0001508605,0.0000180233,0.000007386369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01294454,"threshold_uncertainty_score":0.432528,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3012681022","doi":"10.1186/s12947-020-00190-6","title":"Echocardiographic evidence of left ventricular untwisting-filling interplay","year":2020,"lang":"en","type":"article","venue":"Cardiovascular Ultrasound","topic":"Cardiovascular Function and Risk Factors","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":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Cardiology; Intraclass correlation; Internal medicine; Ejection fraction; Diastole; Angiology; Reproducibility; Doppler effect; Speckle tracking echocardiography; Blood pressure; Heart failure; Mathematics","authors":[{"name":"Amir Hodžić","is_ca":true},{"name":"Damien Garcia","is_ca":false},{"name":"Éric Saloux","is_ca":false},{"name":"Paula Aver Bretanha Ribeiro","is_ca":true},{"name":"Amélie Éthier","is_ca":true},{"name":"James D. Thomas","is_ca":false},{"name":"Paul Milliez","is_ca":false},{"name":"Hervé Normand","is_ca":false},{"name":"François Tournoux","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02683033952779016,"gpt":0.2599904707076959,"spread":0.2331601311799058,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009707788,0.0003644634,0.001413205,0.0002349248,0.0001108216,0.00004203634,0.000225856,0.0002168937,0.0001555921],"category_scores_gemma":[0.001873502,0.0003199825,0.005793472,0.0009721071,0.0002182433,0.0001654631,0.00007422354,0.0004914984,0.00009203044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008419339,"about_ca_system_score_gemma":0.0001264645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004496815,"about_ca_topic_score_gemma":8.092663e-7,"domain_scores_codex":[0.9967697,0.000249063,0.0005954999,0.0007290832,0.001241924,0.0004147879],"domain_scores_gemma":[0.9976791,0.0002450056,0.0001302102,0.001095799,0.0003815315,0.0004683859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001096574,0.0002805137,0.8532268,0.003475097,0.05377971,0.002548969,0.00265046,0.01849594,0.03695402,0.0001725695,0.004664158,0.02265515],"study_design_scores_gemma":[0.01253807,0.002282106,0.4047503,0.004628921,0.03210861,0.01360345,0.002747229,0.001846447,0.09517583,0.00009035142,0.4269967,0.00323189],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8252222,0.06438074,0.1057742,0.0002706904,0.00096348,0.001122508,0.00002281415,0.000396783,0.001846585],"genre_scores_gemma":[0.9950271,0.003217822,0.0006735453,0.0003528927,0.0005811508,0.0000106893,0.00003423401,0.00006694797,0.00003564648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4484765,"threshold_uncertainty_score":0.9999252,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2173366306","doi":"10.1186/s12947-015-0037-0","title":"Assessment of inpatient multimodal cardiac imaging appropriateness at large academic medical centers","year":2015,"lang":"en","type":"article","venue":"Cardiovascular Ultrasound","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":11,"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 Health Network; Canada Research Chairs; Women's College Hospital; University of Toronto","funders":"","keywords":"Angiology; Appropriateness criteria; Medicine; Cardiac imaging; Medical physics; Appropriate Use Criteria; MEDLINE; Emergency medicine; Medical emergency; Radiology; Internal medicine","authors":[{"name":"Andrew Remfry","is_ca":true},{"name":"Howard Abrams","is_ca":true},{"name":"David M. Dudzinski","is_ca":false},{"name":"Rory B. Weiner","is_ca":false},{"name":"R. Sacha Bhatia","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01603629571190275,"gpt":0.2933321290906863,"spread":0.2772958333787836,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002572076,0.000324933,0.001179987,0.0001630882,0.00008854651,0.00002023316,0.0002054985,0.000223701,0.00004011341],"category_scores_gemma":[0.001973311,0.0002948196,0.001587413,0.0002499976,0.0002416853,0.0001058506,0.0002286076,0.000605794,0.00004170281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005792319,"about_ca_system_score_gemma":0.0006003525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001709134,"about_ca_topic_score_gemma":0.000001134326,"domain_scores_codex":[0.9955021,0.0003037324,0.0005699332,0.0005718413,0.002444582,0.0006078205],"domain_scores_gemma":[0.997278,0.0003337112,0.000124668,0.0009940569,0.0004756715,0.0007938395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005701833,0.0001866973,0.9903699,0.0001785669,0.001879506,0.0001773557,0.0003832512,0.0005773158,0.0008338931,0.0001164056,0.002848794,0.002391269],"study_design_scores_gemma":[0.01228027,0.0001346947,0.8997496,0.0005398999,0.003413208,0.0009826755,0.001390718,0.002274208,0.003630986,0.00004563733,0.07477613,0.0007819408],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9584911,0.0155845,0.01672857,0.0001902387,0.002462039,0.0008125453,0.0001387843,0.0001609068,0.005431248],"genre_scores_gemma":[0.9970417,0.0004914793,0.001141146,0.0002867413,0.0005607718,0.00005371807,0.000303622,0.00006730868,0.00005350399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0906203,"threshold_uncertainty_score":0.9999504,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2131332157","doi":"10.1186/1476-7120-3-24","title":"What parameters affect left ventricular diastolic flow propagation velocity? in vitro studies using color m-mode doppler echocardiography","year":2005,"lang":"en","type":"article","venue":"Cardiovascular Ultrasound","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"ViVitro Labs (Canada)","funders":"","keywords":"Angiology; Cardiology; Medicine; Internal medicine; Doppler echocardiography; Doppler effect; Diastole; Color doppler; Ultrasonography; Radiology; Blood pressure; Physics","authors":[{"name":"Toshihiro Ogawa","is_ca":false},{"name":"Lawrence N. Scotten","is_ca":true},{"name":"David K. Walker","is_ca":true},{"name":"Ajit P. Yoganathan","is_ca":false},{"name":"Renee Bess","is_ca":false},{"name":"Cheryl K. Nordstrom","is_ca":false},{"name":"Julius M. Gardin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02601113300962357,"gpt":0.2828705050498738,"spread":0.2568593720402503,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001554433,0.0005941844,0.001854104,0.0008060733,0.000244146,0.0001765733,0.0001599172,0.0003291277,0.00001927442],"category_scores_gemma":[0.0005146313,0.0005151644,0.004754758,0.001175152,0.0002843905,0.000754379,0.00006418677,0.0005656792,0.00005818382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009109263,"about_ca_system_score_gemma":0.0001447451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001113305,"about_ca_topic_score_gemma":0.00002120806,"domain_scores_codex":[0.9957198,0.0005784727,0.0006303843,0.0009748897,0.001329617,0.0007668265],"domain_scores_gemma":[0.9977718,0.0002523391,0.0001226588,0.001234422,0.0003181282,0.0003006599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001753044,0.001091029,0.07688774,0.001361428,0.08466241,0.002452075,0.007415582,0.6180143,0.04071966,0.00001923085,0.001772441,0.163851],"study_design_scores_gemma":[0.04509878,0.001011044,0.2927194,0.003440567,0.04046962,0.0267309,0.0219393,0.04578108,0.3705142,0.0001717656,0.1446427,0.007480633],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.946503,0.04261777,0.007100558,0.0001132472,0.001587471,0.001804298,0.00001762061,0.0002045698,0.00005142871],"genre_scores_gemma":[0.9836817,0.01011051,0.004835638,0.0002977602,0.0006789232,0.0001037935,0.0001523804,0.0001032102,0.00003604976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5722333,"threshold_uncertainty_score":0.99973,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2115020538","doi":"10.1186/1476-7120-9-5","title":"Evaluating the effectiveness of rosuvastatin in preventing the progression of diastolic dysfunction in aortic stenosis: A substudy of the aortic stenosis progression observation measuring effects of rosuvastatin (ASTRONOMER) study","year":2011,"lang":"en","type":"article","venue":"Cardiovascular Ultrasound","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; University of Ottawa; St. Boniface Hospital","funders":"","keywords":"Rosuvastatin; Stenosis; Angiology; Medicine; Cardiology; Internal medicine; Aortic valve stenosis; Radiology","authors":[{"name":"Davinder S. Jassal","is_ca":true},{"name":"Kapil M. Bhagirath","is_ca":true},{"name":"Erin Karlstedt","is_ca":true},{"name":"Matthew R. Zeglinski","is_ca":true},{"name":"Jean G. Dumesnil","is_ca":false},{"name":"Koon Teo","is_ca":true},{"name":"James W. Tam","is_ca":true},{"name":"Kwan L. Chan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04487431939956629,"gpt":0.3367176290860682,"spread":0.2918433096865019,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004952135,0.0002949348,0.001066182,0.0001637029,0.0001063034,0.00001123672,0.0002310838,0.00006996792,0.00000287352],"category_scores_gemma":[0.001688231,0.0001637616,0.001528272,0.001032799,0.0001941822,0.0001301059,0.0001179429,0.0002331555,3.076012e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001300347,"about_ca_system_score_gemma":0.0001492438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005998478,"about_ca_topic_score_gemma":0.0000111825,"domain_scores_codex":[0.9937512,0.003203682,0.001028001,0.0004319258,0.001267915,0.0003172976],"domain_scores_gemma":[0.9965079,0.001269632,0.0007639496,0.001038581,0.0003694861,0.00005041809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008713669,0.002172509,0.9403629,0.001921146,0.003071003,0.000002692768,0.005710158,0.001293192,0.01678099,0.00000321225,9.625256e-8,0.02781077],"study_design_scores_gemma":[0.005200504,0.001275091,0.9391457,0.003832926,0.004111398,0.0000021328,0.004021683,0.0001386344,0.04213808,0.00002135651,5.93493e-8,0.0001123721],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900052,0.00281733,0.0001216913,0.000002198765,0.0001615684,0.006856227,0.000008231098,0.00001173935,0.00001583651],"genre_scores_gemma":[0.9987069,0.00004035823,0.0001592636,0.000001721112,0.00001879681,0.001020925,0.000009919245,0.00004075754,0.000001374301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0276984,"threshold_uncertainty_score":0.6678004,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2098694573","doi":"10.1186/1476-7120-11-39","title":"One, two and three-dimensional ultrasound measurements of carotid atherosclerosis before and after cardiac rehabilitation: preliminary results of a randomized controlled trial","year":2013,"lang":"en","type":"article","venue":"Cardiovascular Ultrasound","topic":"Cardiovascular Health and Disease Prevention","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Joseph's Hospital; University of Ottawa; Robarts Clinical Trials; Western University","funders":"Canadian Institutes of Health Research; Heart and Stroke Foundation of Canada","keywords":"Medicine; Angiology; Internal medicine; Ultrasound; Blood pressure; Intima-media thickness; Body mass index; Cardiology; Randomized controlled trial; Stroke (engine); Radiology; Carotid arteries","authors":[{"name":"Tamas J Lindenmaier","is_ca":true},{"name":"Daniel Buchanan","is_ca":true},{"name":"Damien Pike","is_ca":true},{"name":"Tim Hartley","is_ca":true},{"name":"Robert D. Reid","is_ca":true},{"name":"J. David Spence","is_ca":true},{"name":"Richard Chan","is_ca":true},{"name":"Michael Sharma","is_ca":true},{"name":"Peter L. Prior","is_ca":true},{"name":"Neville Suskin","is_ca":true},{"name":"Grace Párraga","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01326081176408133,"gpt":0.2445533071690519,"spread":0.2312924954049706,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005356682,0.0003720847,0.003996457,0.0002146059,0.00009710816,0.00003457123,0.00007359083,0.0002031942,0.00003802775],"category_scores_gemma":[0.005055354,0.0003116128,0.004495075,0.0002270137,0.0006407201,0.0001990672,0.00005347078,0.0001940219,0.000004476442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000750026,"about_ca_system_score_gemma":0.0002060964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006708115,"about_ca_topic_score_gemma":0.00002215917,"domain_scores_codex":[0.994706,0.001243785,0.001507508,0.0006705555,0.00150605,0.0003661384],"domain_scores_gemma":[0.9954271,0.001903538,0.0003841356,0.0009804778,0.0009086799,0.0003960528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.944011,0.0004945904,0.02987725,0.00113074,0.01847049,0.000001659136,0.0005825519,0.000065355,0.003602476,0.00002132295,0.00008142908,0.001661159],"study_design_scores_gemma":[0.71371,0.0007083437,0.2754317,0.0004417416,0.008705174,0.00003417425,0.00007507172,0.00001728245,0.0003466591,0.0003103947,0.00001618296,0.0002032883],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9676183,0.0182121,0.0002232691,0.00007547704,0.0003006867,0.0131745,0.00008733875,0.00003548641,0.0002728107],"genre_scores_gemma":[0.9945643,0.0003719894,0.002368167,0.00003881586,0.0002474447,0.002227686,0.0001035687,0.00004520058,0.00003281024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2455545,"threshold_uncertainty_score":0.9999336,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2123617537","doi":"10.1186/1476-7120-10-3","title":"Relation of mitral valve morphology and motion to mitral regurgitation severity in patients with mitral valve prolapse","year":2012,"lang":"en","type":"article","venue":"Cardiovascular Ultrasound","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Medicine; Mitral regurgitation; Parasternal line; Mitral valve prolapse; Mitral valve; Cardiology; Internal medicine; Diastole; Angiology; Blood pressure","authors":[{"name":"Mario Sénéchal","is_ca":true},{"name":"Nicolas Michaud","is_ca":true},{"name":"Jimmy MacHaalany","is_ca":true},{"name":"Mathieu Bernier","is_ca":true},{"name":"Michelle Dubois","is_ca":true},{"name":"Julien Magné","is_ca":true},{"name":"Christian Couture","is_ca":true},{"name":"Patrick Mathieu","is_ca":true},{"name":"Olivier F. Bertrand","is_ca":true},{"name":"Pierre Voisine","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007158188812234571,"gpt":0.2482917299339429,"spread":0.2411335411217083,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003325796,0.000232091,0.0005749001,0.0001746637,0.00005011721,0.00001422108,0.00003864938,0.0001440375,0.00001154092],"category_scores_gemma":[0.0001690053,0.0002047967,0.003877421,0.0002917463,0.00008378205,0.0002950426,0.00001843379,0.0001443794,0.000009616478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001804057,"about_ca_system_score_gemma":0.00004007554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001220422,"about_ca_topic_score_gemma":0.000003060453,"domain_scores_codex":[0.9983152,0.0001559476,0.0002945767,0.0003663166,0.000483217,0.0003847283],"domain_scores_gemma":[0.9989608,0.00006338504,0.00008282565,0.0004229302,0.0001958449,0.0002742379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006102541,0.0004736295,0.9883283,0.00009678319,0.007272363,0.00000449888,0.0006153,0.0001415702,0.00007367865,0.00002562783,0.00003023678,0.002327752],"study_design_scores_gemma":[0.005615585,0.0003003489,0.9887044,0.00007643049,0.004723595,0.00004178362,0.0001300979,0.000002141159,0.000114675,0.0000345105,0.00006538215,0.0001910775],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946401,0.003230063,0.0003842539,0.0000150118,0.0002061342,0.001236932,0.00005502269,0.00002724474,0.000205264],"genre_scores_gemma":[0.9983444,0.00003542618,0.0009286523,0.000049686,0.00009846768,0.00006085684,0.0004301975,0.00003354179,0.00001872373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005005331,"threshold_uncertainty_score":0.8351367,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3030455854","doi":"10.1186/s12947-020-00195-1","title":"Incremental prognostic value of echocardiography of left ventricular remodeling and diastolic function in STICH trial","year":2020,"lang":"en","type":"article","venue":"Cardiovascular Ultrasound","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Montreal General Hospital; Queen Elizabeth II Health Sciences Centre; Capital District Health Authority","funders":"National Institutes of Health; National Heart, Lung, and Blood Institute; Foundation for the National Institutes of Health","keywords":"Medicine; Internal medicine; Cardiology; Heart failure; Angiology; Ventricular remodeling; Atrial fibrillation; Diastole; Proportional hazards model; Blood pressure","authors":[{"name":"Kyung‐Hee Kim","is_ca":false},{"name":"Lilin She","is_ca":false},{"name":"Kerry L. Lee","is_ca":false},{"name":"Rafał Dąbrowski","is_ca":false},{"name":"Paul Grayburn","is_ca":false},{"name":"Miroslaw Rajda","is_ca":true},{"name":"David Prior","is_ca":false},{"name":"Patrice Desvigne‐Nickens","is_ca":false},{"name":"William A. Zoghbi","is_ca":false},{"name":"Michele Senni","is_ca":false},{"name":"Guglielmo Stefanelli","is_ca":false},{"name":"Cesare Beghi","is_ca":false},{"name":"Thao Huynh","is_ca":true},{"name":"Eric J. Velazquez","is_ca":false},{"name":"Jae K. Oh","is_ca":false},{"name":"Grace Lin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01563588563102469,"gpt":0.2252113504539704,"spread":0.2095754648229458,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008996474,0.0002526708,0.001235825,0.0003302608,0.00004547899,0.00001429117,0.00007847585,0.0001781863,0.00001966299],"category_scores_gemma":[0.0007802062,0.0002320381,0.002127483,0.000751855,0.0001487487,0.00009804801,0.00004669105,0.0002944411,0.000003180355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005294643,"about_ca_system_score_gemma":0.00009235465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001261976,"about_ca_topic_score_gemma":0.00000148999,"domain_scores_codex":[0.9974582,0.0002700074,0.0006289674,0.0004940459,0.0008855134,0.0002632456],"domain_scores_gemma":[0.9988658,0.0001495086,0.0001188679,0.0004836593,0.0001655798,0.0002165384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01377743,0.0004598011,0.9206438,0.001399159,0.01453617,0.0002043168,0.001303622,0.01797955,0.01493283,0.0001239588,0.0001029155,0.01453646],"study_design_scores_gemma":[0.08690619,0.002254688,0.8793089,0.0004936181,0.01158525,0.0007062555,0.001920608,0.001543522,0.00891242,0.00008740123,0.005540757,0.0007404228],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9754851,0.01061635,0.0120382,0.00002531214,0.0003157628,0.001287079,0.00001592756,0.00004800007,0.0001682295],"genre_scores_gemma":[0.9980035,0.001203802,0.0003553796,0.00006210761,0.0002726845,0.00001644813,0.00004602307,0.00003816855,0.000001931653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07312877,"threshold_uncertainty_score":0.946224,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3184204488","doi":"10.1186/s12947-021-00259-w","title":"The feasibility, reliability, and incremental value of two-dimensional speckle-tracking for the detection of significant coronary stenosis after treadmill stress echocardiography","year":2021,"lang":"en","type":"article","venue":"Cardiovascular Ultrasound","topic":"Cardiovascular Function and Risk Factors","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":"McGill University Health Centre; Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke","funders":"Université de Sherbrooke","keywords":"Medicine; Cardiology; Coronary artery disease; Internal medicine; Speckle tracking echocardiography; Stenosis; Stress Echocardiography; Angiology; Treadmill; Radiology; Heart failure; Ejection fraction","authors":[{"name":"Marc-André d’Entremont","is_ca":true},{"name":"Gabriel Fortin","is_ca":true},{"name":"Thao Huynh","is_ca":true},{"name":"Étienne Croteau","is_ca":true},{"name":"Paul Farand","is_ca":true},{"name":"Samuel Lemaire‐Paquette","is_ca":true},{"name":"Marie-Claude Brochu","is_ca":true},{"name":"Doan Hoa","is_ca":true},{"name":"Serge Lepage","is_ca":true},{"name":"Warner Mampuya","is_ca":true},{"name":"Étienne Couture","is_ca":true},{"name":"Michel Nguyen","is_ca":true},{"name":"Btissama Essadiqi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01734070543131203,"gpt":0.255814977985012,"spread":0.2384742725537,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002047899,0.0002689252,0.0008113157,0.0000898129,0.0003048727,0.00004349442,0.0001177185,0.0001300857,0.00001835196],"category_scores_gemma":[0.0006234858,0.0001662728,0.003514424,0.0004203742,0.0006118789,0.00008296952,0.00009823373,0.0002569864,8.039409e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001141041,"about_ca_system_score_gemma":0.0001312796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002168514,"about_ca_topic_score_gemma":0.00003122398,"domain_scores_codex":[0.9971633,0.0004382328,0.0005524784,0.0005772012,0.0009752666,0.0002935231],"domain_scores_gemma":[0.9962432,0.001489686,0.000126344,0.001337934,0.0006742412,0.0001285466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001512193,0.0003516994,0.8962384,0.0005429728,0.0184449,0.00006067598,0.0003144118,0.006857188,0.05881074,0.00006829797,0.00006748727,0.01673106],"study_design_scores_gemma":[0.002971814,0.0002487758,0.897691,0.0001225888,0.004815738,0.0004048913,0.001251118,0.0001132201,0.09079612,0.0001519639,0.001222239,0.0002105902],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9738486,0.02107806,0.002827373,0.00006247075,0.000647108,0.001287086,0.000162992,0.00002931691,0.00005700149],"genre_scores_gemma":[0.9974693,0.001809882,0.0002818065,0.00003579771,0.000199649,0.00009136853,0.00004541665,0.0000388983,0.00002788205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03198538,"threshold_uncertainty_score":0.6780409,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2141780657","doi":"10.1186/1476-7120-1-9","title":"Early diastolic filling dynamics in diastolic dysfunction","year":2003,"lang":"en","type":"article","venue":"Cardiovascular Ultrasound","topic":"Cardiovascular Function and Risk Factors","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":"Trinity College","funders":"","keywords":"Diastole; Internal medicine; Cardiology; Medicine; Angiology; Mitral valve; Blood flow; Blood pressure","authors":[{"name":"Gerard King","is_ca":true},{"name":"Jerome B. Foley","is_ca":false},{"name":"Faisal Al-Mane","is_ca":false},{"name":"Peter Crean","is_ca":false},{"name":"Michael J. Walsh","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01124535711188335,"gpt":0.2177571388183805,"spread":0.2065117817064971,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001081215,0.0003749692,0.0009891061,0.0004287482,0.0001427157,0.00006300165,0.00009560366,0.0002998326,0.0001593368],"category_scores_gemma":[0.0007442326,0.0003520633,0.002364159,0.0009330152,0.0001172074,0.0001770216,0.00001859792,0.0005761466,0.0002198558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007827717,"about_ca_system_score_gemma":0.0001372067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003827705,"about_ca_topic_score_gemma":0.00006153748,"domain_scores_codex":[0.997141,0.0003188007,0.0004503899,0.0006773818,0.0008170608,0.0005953662],"domain_scores_gemma":[0.9981921,0.0001426424,0.00006153254,0.0011538,0.0001494611,0.0003005056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002075048,0.0004320459,0.942593,0.0002656828,0.007738857,0.0006969042,0.001048399,0.006606905,0.001039436,0.002761423,0.0006567162,0.03595307],"study_design_scores_gemma":[0.007056027,0.0001919048,0.8136559,0.0001729985,0.001891106,0.003571067,0.001718574,0.0003103635,0.001288554,0.0001659416,0.1690366,0.0009409771],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9654992,0.005953035,0.01562414,0.0000265436,0.001312752,0.0006607377,0.00001144445,0.0001883608,0.01072379],"genre_scores_gemma":[0.9971951,0.001271018,0.0003407622,0.0001296006,0.0002578183,0.00005881203,0.00008118846,0.00008823817,0.0005775215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1683799,"threshold_uncertainty_score":0.9998931,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2119409672","doi":"10.1186/1476-7120-13-4","title":"Limitations of free-form-text diagnostic requisitions as a tool for evaluating adherence to appropriate use criteria for transthoracic echocardiography","year":2015,"lang":"en","type":"article","venue":"Cardiovascular Ultrasound","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Ottawa","funders":"","keywords":"Angiology; Medicine; Requisition; Medical physics; Appropriate Use Criteria; Radiology; Internal medicine; Intensive care medicine","authors":[{"name":"Behnam Banihashemi","is_ca":true},{"name":"Kasra Maftoon","is_ca":true},{"name":"Benjamin J.W. Chow","is_ca":true},{"name":"Jordan Bernick","is_ca":true},{"name":"George A. Wells","is_ca":true},{"name":"Ian G. Burwash","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1414197195995351,"gpt":0.3583115806983324,"spread":0.2168918610987974,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002100023,0.0003157235,0.0009749882,0.0003219284,0.0001743155,0.0001251996,0.0001945835,0.0001505767,0.000005149067],"category_scores_gemma":[0.06176364,0.0003213743,0.002603293,0.000665033,0.0001554069,0.000272115,0.00003443761,0.0001547835,0.00002109826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001031536,"about_ca_system_score_gemma":0.0003683311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001144842,"about_ca_topic_score_gemma":0.000005431489,"domain_scores_codex":[0.9974058,0.0001772538,0.0005936425,0.0005806257,0.0007484091,0.0004943227],"domain_scores_gemma":[0.990001,0.006356929,0.00008971587,0.001322699,0.001831353,0.0003983383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.008855942,0.003681771,0.09534232,0.008168893,0.05623602,0.0003179931,0.03632131,0.0896676,0.08235837,0.009182719,0.09620192,0.5136651],"study_design_scores_gemma":[0.1050923,0.03002589,0.3796467,0.009042645,0.1211457,0.003634812,0.01778773,0.004890566,0.05950554,0.08544121,0.1745061,0.009280701],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5832779,0.003403499,0.4068484,0.0001659703,0.0006862218,0.004211357,0.0008887746,0.0001340188,0.0003837806],"genre_scores_gemma":[0.9060513,0.0002140664,0.09048279,0.0002864437,0.0004122076,0.001982306,0.0004178059,0.00008723474,0.00006587896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5043845,"threshold_uncertainty_score":0.9999238,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2119273825","doi":"10.1186/1476-7120-13-3","title":"A novel software program for detection of potential air emboli during cardiac surgery","year":2015,"lang":"en","type":"article","venue":"Cardiovascular Ultrasound","topic":"Cardiac and Coronary Surgery Techniques","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":"University of Ottawa; Queen's University","funders":"Ontario Ministry of Research and Innovation; Natural Sciences and Engineering Research Council of Canada","keywords":"Cardiac surgery; Medicine; Ultrasound; Ascending aorta; Angiology; Cardiopulmonary bypass; Radiology; Cardiology; Biomedical engineering; Aorta","authors":[{"name":"Frank Secretain","is_ca":true},{"name":"A. Pollard","is_ca":true},{"name":"Mesbah Uddin","is_ca":false},{"name":"Christopher G. Ball","is_ca":true},{"name":"Andrew Hamilton","is_ca":true},{"name":"Robert Tanzola","is_ca":true},{"name":"Joelle B. Thorpe","is_ca":true},{"name":"Brian Milne","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01777278669004021,"gpt":0.2454307318144341,"spread":0.2276579451243939,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001178203,0.0002571609,0.001200823,0.0002025218,0.00008510193,0.00001876983,0.00007127406,0.0002072687,0.000002934747],"category_scores_gemma":[0.0006519608,0.0002555139,0.004033571,0.0003132627,0.0001155023,0.0001424858,0.00003473167,0.0001548888,0.000003576748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001549084,"about_ca_system_score_gemma":0.0002146788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008803035,"about_ca_topic_score_gemma":0.000001123288,"domain_scores_codex":[0.9980379,0.00008506214,0.0004032442,0.0004349638,0.0006434033,0.0003953696],"domain_scores_gemma":[0.9981632,0.000189587,0.0001009195,0.0007488961,0.0005512926,0.0002460679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002575951,0.00114448,0.03678845,0.002266097,0.0177448,0.0001838135,0.0009432949,0.0006757705,0.2746878,0.00001727629,0.003004506,0.6599677],"study_design_scores_gemma":[0.003234613,0.0006161342,0.3223351,0.0003596174,0.005555464,0.003078974,0.001194897,0.00002343448,0.5176315,0.0001100939,0.1447313,0.001128902],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9248259,0.007673303,0.06368234,0.00002200273,0.001060928,0.001816264,0.00009562346,0.0006380827,0.0001855379],"genre_scores_gemma":[0.9936501,0.0002222198,0.0045753,0.00002428518,0.000700095,0.0005360342,0.0001433455,0.0000734405,0.00007521958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6588388,"threshold_uncertainty_score":0.9999897,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3118678319","doi":"10.1186/s12947-020-00230-1","title":"Safety and effects of volume loading during transesophageal echocardiography in the pre-procedural work-up for left atrial appendage closure","year":2021,"lang":"en","type":"article","venue":"Cardiovascular Ultrasound","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":"Université Laval","funders":"","keywords":"Medicine; Bolus (digestion); Percutaneous; Saline; Angiology; Sizing; Nuclear medicine; Cardiology; Internal medicine","authors":[{"name":"Afonso B. Freitas‐Ferraz","is_ca":true},{"name":"Mathieu Bernier","is_ca":true},{"name":"Kim O’Connor","is_ca":true},{"name":"Jonathan Beaudoin","is_ca":true},{"name":"Jean Champagne","is_ca":true},{"name":"Jean‐Michel Paradis","is_ca":true},{"name":"Gilles O’Hara","is_ca":true},{"name":"Guillem Muntané Carol","is_ca":true},{"name":"Alberto Alperi","is_ca":true},{"name":"Laurent Faroux","is_ca":true},{"name":"Lucía Junquera","is_ca":true},{"name":"Josep Rodés‐Cabau","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01287858169560235,"gpt":0.2546077321720145,"spread":0.2417291504764122,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008809358,0.0002161439,0.0008075697,0.0001482505,0.0001376458,0.0000500548,0.00009948364,0.0001303457,0.00001184515],"category_scores_gemma":[0.0004744346,0.0001737129,0.002342065,0.000511004,0.00008796366,0.0001170479,0.00002565565,0.0001744337,0.000001393779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003350748,"about_ca_system_score_gemma":0.00004132272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007392804,"about_ca_topic_score_gemma":0.000002819754,"domain_scores_codex":[0.9982297,0.0002282697,0.000397073,0.0003885287,0.0004568631,0.0002995956],"domain_scores_gemma":[0.9987313,0.0005903348,0.00006687774,0.0004619554,0.00008257072,0.00006699679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001486278,0.00001121034,0.9823114,0.002358974,0.005367297,0.0001715362,0.002192327,0.0009395573,0.002415885,0.0001253024,0.0001366995,0.00248359],"study_design_scores_gemma":[0.008377329,0.0000787883,0.9770355,0.0001882757,0.002467725,0.0001551404,0.0004263197,0.00001233443,0.002907774,0.00006055069,0.008085449,0.0002048035],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9740437,0.0185289,0.004844816,0.0002101596,0.0005072721,0.001646486,0.0000140432,0.00003978522,0.0001648573],"genre_scores_gemma":[0.9973866,0.001012428,0.0003543375,0.00005456461,0.0008265951,0.000002821839,0.00006124089,0.00003030218,0.0002711089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02334292,"threshold_uncertainty_score":0.7083808,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2108309499","doi":"10.1186/1476-7120-9-3","title":"Multimodality imaging of anomalous pulmonary veins","year":2011,"lang":"en","type":"article","venue":"Cardiovascular Ultrasound","topic":"Congenital Heart Disease Studies","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":"University of Manitoba; St. Boniface Hospital","funders":"","keywords":"Angiology; Medicine; Multimodality; Radiology; Cardiac imaging; Internal medicine; Cardiology; Philosophy","authors":[{"name":"Roman Nepomuceno","is_ca":true},{"name":"Matthew R. Zeglinski","is_ca":true},{"name":"Jordyn Lerner","is_ca":true},{"name":"W Czarnecki","is_ca":true},{"name":"Iain DC Kirkpatrick","is_ca":true},{"name":"Jacek Strzelczyk","is_ca":true},{"name":"Davinder S. Jassal","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02396848260252894,"gpt":0.2415071650863659,"spread":0.217538682483837,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003089828,0.0001892123,0.0005901509,0.0000887385,0.00007593637,0.000005387899,0.00009134253,0.00004861328,0.000133058],"category_scores_gemma":[0.0002359001,0.0001777519,0.001157413,0.0002015226,0.00027387,0.00009062512,0.00006322822,0.0001261366,0.00005035232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005459141,"about_ca_system_score_gemma":0.00007169503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002789731,"about_ca_topic_score_gemma":0.000003029356,"domain_scores_codex":[0.9986069,0.0000727052,0.000273105,0.000351391,0.000404967,0.0002909552],"domain_scores_gemma":[0.9986359,0.00006757074,0.00003310036,0.0008734739,0.0002199562,0.0001700281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002697316,0.0008953529,0.9090294,0.0005407541,0.004794262,0.001093122,0.001564763,0.000001762456,0.005895081,0.00005476643,0.0001214181,0.07573956],"study_design_scores_gemma":[0.0008697626,0.00007025624,0.9895191,0.00006581769,0.001412714,0.0007968291,0.0006340845,0.00004447189,0.004156507,0.0001553493,0.002048011,0.0002270539],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9374617,0.02356056,0.0003691952,0.00001041244,0.0001749594,0.0004185068,0.00003489465,0.0001002912,0.03786952],"genre_scores_gemma":[0.9985164,0.0001921668,0.0009395815,0.00004865494,0.000119267,0.0000235062,0.00001412704,0.000033096,0.0001131656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08048971,"threshold_uncertainty_score":0.7248513,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2101603738","doi":"10.1186/1476-7120-7-3","title":"Pseudo cardiac tamponade in the setting of excess pericardial fat","year":2009,"lang":"en","type":"article","venue":"Cardiovascular Ultrasound","topic":"Cardiovascular Disease and Adiposity","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":"St. Boniface Hospital; University of Manitoba","funders":"","keywords":"Medicine; Pericardial effusion; Pericardium; Cardiac tamponade; Hemopericardium; Pericardial fluid; Tamponade; Cardiology; Internal medicine; Pericarditis; Radiology","authors":[{"name":"Thang Huy Nguyen","is_ca":true},{"name":"Kanwal Kumar","is_ca":true},{"name":"Andrew Francis","is_ca":true},{"name":"Jonathan R. Walker","is_ca":true},{"name":"Michael Raabe","is_ca":true},{"name":"Shelley Zieroth","is_ca":true},{"name":"Davinder S. Jassal","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008834925506800618,"gpt":0.2385062981716508,"spread":0.2296713726648502,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001496951,0.0002999148,0.00122226,0.0001494684,0.000117963,0.00005033305,0.000288013,0.000173756,0.00001405984],"category_scores_gemma":[0.0002659516,0.0002297906,0.004334917,0.000743729,0.0001240388,0.0001266356,0.00003076617,0.0004351794,0.00001244205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005965889,"about_ca_system_score_gemma":0.00008384499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006286871,"about_ca_topic_score_gemma":0.000001103701,"domain_scores_codex":[0.996877,0.0005628089,0.0004215201,0.000510004,0.001152874,0.000475761],"domain_scores_gemma":[0.9979351,0.0002128905,0.00007080787,0.001515437,0.0001005793,0.0001651781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001441045,0.002405789,0.5529383,0.001555071,0.04369031,0.003203301,0.01484408,0.006528256,0.139594,0.002977313,0.00647373,0.2243488],"study_design_scores_gemma":[0.002111902,0.0001230074,0.9746062,0.0001326172,0.003877215,0.0006285999,0.001085856,0.00001544778,0.003705754,0.0001765155,0.01315527,0.0003815887],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9613944,0.02849032,0.0006556356,0.0003181924,0.0002486508,0.0009329058,0.00003213506,0.00006208709,0.007865698],"genre_scores_gemma":[0.9975793,0.0007852942,0.0002762795,0.0003904307,0.0008046147,0.00003152935,0.00007215273,0.00002726293,0.00003316165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4216679,"threshold_uncertainty_score":0.9370589,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2064494638","doi":"10.1186/s12947-015-0004-9","title":"The utility of pocket-sized echocardiography to assess left ventricular systolic function prior to permanent pacemaker implantation","year":2015,"lang":"en","type":"article","venue":"Cardiovascular Ultrasound","topic":"Cardiac pacing and defibrillation studies","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":"St. Boniface Hospital; University of Manitoba; Health Sciences Centre; Manitoba Health","funders":"","keywords":"Medicine; Cardiology; Angiology; Internal medicine; Ventricular function; Permanent pacemaker","authors":[{"name":"Lawrence Lau","is_ca":true},{"name":"Robin Ducas","is_ca":true},{"name":"Jacques Rizkallah","is_ca":true},{"name":"Davinder S. Jassal","is_ca":true},{"name":"Colette Seifer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04096054904968421,"gpt":0.288832132741495,"spread":0.2478715836918108,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00179149,0.0002412331,0.0009265147,0.0002202595,0.0002361476,0.00006380305,0.00003927051,0.00009948801,0.00000440529],"category_scores_gemma":[0.0009050128,0.0001775335,0.001535529,0.0007053926,0.00007194258,0.00006758659,0.00005617293,0.0001285824,0.00006855796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001178794,"about_ca_system_score_gemma":0.0001213736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006981766,"about_ca_topic_score_gemma":0.000003843467,"domain_scores_codex":[0.997344,0.0003064343,0.0004231757,0.0004344937,0.001147552,0.0003443472],"domain_scores_gemma":[0.9975628,0.0002459433,0.00008754103,0.0009774724,0.0007635495,0.0003626937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008790689,0.000478049,0.6514851,0.00151671,0.07119861,0.0005305526,0.01343763,0.01831127,0.01155205,0.0004857309,0.172275,0.04993856],"study_design_scores_gemma":[0.002271554,0.0002501902,0.7245629,0.0001213661,0.002805773,0.002583512,0.002674069,0.00001390101,0.001788983,0.00006062317,0.2625323,0.0003348346],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9506892,0.0112072,0.02564739,0.0001163285,0.001035298,0.001506845,0.00004206477,0.0001261678,0.009629487],"genre_scores_gemma":[0.9988651,0.0002123199,0.0002343334,0.000167979,0.0003091433,0.00005410621,0.00004146365,0.00002859323,0.00008699772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09025729,"threshold_uncertainty_score":0.7239606,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2511208030","doi":"10.1186/s12947-016-0075-2","title":"Impact of a structured referral algorithm on the ability to monitor adherence to appropriate use criteria for transthoracic echocardiography","year":2015,"lang":"en","type":"article","venue":"Cardiovascular Ultrasound","topic":"Cardiac Imaging and Diagnostics","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":"University of Ottawa","funders":"","keywords":"Medicine; Requisition; Referral; Cohort; Algorithm; Internal medicine; Appropriate Use Criteria; Outpatient clinic; Cardiology; Emergency medicine; Family medicine","authors":[{"name":"Steven Promislow","is_ca":true},{"name":"Joseph Abunassar","is_ca":true},{"name":"Behnam Banihashemi","is_ca":true},{"name":"Benjamin J.W. Chow","is_ca":true},{"name":"Girish Dwivedi","is_ca":true},{"name":"Kasra Maftoon","is_ca":true},{"name":"Ian G. Burwash","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0618574955353666,"gpt":0.3473501444951862,"spread":0.2854926489598196,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001423776,0.0003460525,0.0009721729,0.0001970075,0.00008302071,0.000103059,0.0002075123,0.0001355714,0.000007586077],"category_scores_gemma":[0.003469543,0.0002354276,0.003098057,0.0006672351,0.0001242129,0.00009205534,0.00002833805,0.000234493,0.00001356772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001849858,"about_ca_system_score_gemma":0.0001566613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000432697,"about_ca_topic_score_gemma":0.000001827556,"domain_scores_codex":[0.9975673,0.0002750643,0.0003694627,0.0005797252,0.0007531621,0.0004553154],"domain_scores_gemma":[0.9963556,0.0006254565,0.00004573511,0.001603155,0.0007860473,0.0005840371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01204737,0.001515759,0.2273734,0.001141391,0.03688357,0.0002196501,0.01528298,0.04747513,0.07154664,0.000151099,0.04608217,0.5402808],"study_design_scores_gemma":[0.005244005,0.004608486,0.9653369,0.0003649064,0.003919465,0.0002538299,0.0008939488,0.0001957369,0.01273596,0.0006564529,0.004834718,0.0009556167],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9449045,0.0006602739,0.05034621,0.0000845192,0.0006712553,0.002451908,0.0006804062,0.0000820662,0.0001188388],"genre_scores_gemma":[0.9833369,0.00001886787,0.01559427,0.0001762634,0.0004985973,0.0002446318,0.0000610889,0.00005672004,0.00001263706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7379634,"threshold_uncertainty_score":0.9600458,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2167458440","doi":"10.1186/1476-7120-8-49","title":"An unusual case of left ventricular aneurysm in duchenne muscular dystrophy","year":2010,"lang":"en","type":"article","venue":"Cardiovascular Ultrasound","topic":"Cardiac Structural Anomalies and Repair","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba; St. Boniface Hospital","funders":"","keywords":"Angiology; Medicine; Duchenne muscular dystrophy; Cardiology; Muscular dystrophy; Internal medicine; Aneurysm; Heart Aneurysm; Radiology","authors":[{"name":"Xiaozhou Du","is_ca":true},{"name":"Matthew R. Zeglinski","is_ca":true},{"name":"Nasir Shaikh","is_ca":true},{"name":"Davinder S. Jassal","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004790438795913017,"gpt":0.2365183051984907,"spread":0.2317278664025777,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005653673,0.0002904468,0.0009227868,0.0002150307,0.00008158592,0.00002852294,0.0001342513,0.0002599606,0.00009735898],"category_scores_gemma":[0.0002169461,0.0002367944,0.00177794,0.0003769843,0.0002448955,0.0001354138,0.00003572495,0.0005305241,0.000008894222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000050446,"about_ca_system_score_gemma":0.00007792757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006893766,"about_ca_topic_score_gemma":0.00006397225,"domain_scores_codex":[0.998013,0.000127949,0.000428174,0.0005498236,0.000461139,0.0004199486],"domain_scores_gemma":[0.9980729,0.00006950079,0.00007276781,0.001297271,0.0002027294,0.0002848947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"case_report","study_design_scores_codex":[0.0003738771,0.0007824925,0.1516213,0.00107081,0.006342399,0.2227941,0.001418612,0.00252528,0.5904931,0.001034881,0.0001836791,0.02135947],"study_design_scores_gemma":[0.0060735,0.0005985017,0.4156044,0.00008733361,0.002542343,0.500433,0.001314586,0.0001717204,0.05127776,0.0001819281,0.02078612,0.0009288163],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957165,0.002528044,0.00007207735,0.00002595562,0.0006689149,0.0004962895,0.00003324761,0.00006957194,0.0003894518],"genre_scores_gemma":[0.9983646,0.00008451244,0.0007868092,0.00003888361,0.0005646221,0.00001056027,0.00006838307,0.00004497234,0.00003661354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5392153,"threshold_uncertainty_score":0.9656193,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4417098341","doi":"10.1186/s12947-025-00360-4","title":"Beyond the left ventricle: modern echocardiographic assessment of right ventricular function in tricuspid regurgitation","year":2025,"lang":"en","type":"article","venue":"Cardiovascular Ultrasound","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":"St. Thomas Hospital","funders":"","keywords":"Ventricular function; Angiology; Regurgitation (circulation); Tricuspid valve; Mitral regurgitation","authors":[{"name":"Martijn G. H. Vrijkorte","is_ca":false},{"name":"Nina Wunderlich","is_ca":false},{"name":"Alison Duncan","is_ca":false},{"name":"Bushra S. Rana","is_ca":true},{"name":"Leo Timmers","is_ca":false},{"name":"Robert A. Pol","is_ca":false},{"name":"Martin J. Swaans","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005366806639428209,"gpt":0.2806557528437424,"spread":0.2752889462043142,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007095545,0.0002276866,0.0006924358,0.0004550843,0.0001146707,0.00003441314,0.0001073958,0.0001219544,0.00002492418],"category_scores_gemma":[0.000101115,0.000166953,0.004153641,0.001280753,0.00009098242,0.00009885751,0.00002403348,0.0002079608,0.000004355257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002397074,"about_ca_system_score_gemma":0.0001605367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005285039,"about_ca_topic_score_gemma":0.000002073441,"domain_scores_codex":[0.9979273,0.0002425182,0.000412186,0.0004277973,0.0007092576,0.0002809389],"domain_scores_gemma":[0.9984869,0.0001958147,0.00009101818,0.0009240263,0.0002194996,0.0000827471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001624022,0.0005267372,0.9626611,0.0002280981,0.01774088,0.0001904613,0.00006278955,0.006465649,0.0002480594,0.0009748794,0.0005951049,0.0101438],"study_design_scores_gemma":[0.00378443,0.0000860072,0.983845,0.0001085668,0.006857487,0.00005869721,0.0001200727,0.000199352,0.0002595375,0.002235459,0.002305021,0.0001403773],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9411617,0.03778854,0.01132176,0.00009215473,0.0005982274,0.001391179,0.00003344811,0.00005083669,0.007562188],"genre_scores_gemma":[0.99831,0.001029253,0.00008147859,0.0001108595,0.00008633101,0.00008864022,0.0001775103,0.0000212458,0.00009463501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05714838,"threshold_uncertainty_score":0.6808145,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}