{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":22,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":22,"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":"eb057ae96308","filters":{"venue":"The Journal of Cardiovascular Surgery"}},"results":[{"id":"W2512853012","doi":"10.23736/s0021-9509.16.09603-8","title":"Mini-thoracotomy vs. conventional sternotomy mitral valve surgery: a systematic review and meta-analysis","year":2017,"lang":"en","type":"review","venue":"The Journal of Cardiovascular Surgery","topic":"Cardiac and Coronary Surgery Techniques","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke; Population Health Research Institute; McMaster University","funders":"","keywords":"Medicine; Meta-analysis; Cochrane Library; Perioperative; Randomized controlled trial; MEDLINE; Stroke (engine); Cardiopulmonary bypass; Median sternotomy; Thoracotomy; Blinding; Surgery; Internal medicine","authors":[{"name":"Abdullah Al Otaibi","is_ca":true},{"name":"Saurabh Gupta","is_ca":true},{"name":"Emilie P. Belley‐Côté","is_ca":true},{"name":"Ali Alsagheir","is_ca":true},{"name":"Jessica Spence","is_ca":true},{"name":"Dominic Parry","is_ca":true},{"name":"Richard Whitlock","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1340983236251749,"gpt":0.3585022112884626,"spread":0.2244038876632877,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01354981,0.002864176,0.02380859,0.006621092,0.0006488013,0.004029287,0.002455011,0.002825576,0.004874705],"category_scores_gemma":[0.03133456,0.001589441,0.04048047,0.007863336,0.0007764858,0.002337197,0.001653999,0.002047895,0.0003226585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003358455,"about_ca_system_score_gemma":0.004478331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006067328,"about_ca_topic_score_gemma":0.01178725,"domain_scores_codex":[0.9912273,0.003858814,0.002673236,0.0008733341,0.001033952,0.0003334447],"domain_scores_gemma":[0.9815638,0.01318706,0.003325222,0.0003652548,0.001297402,0.0002612547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002588381,0.00003758303,0.002328529,0.5689316,0.4153361,0.0001337122,0.00008940857,0.0004838981,0.0001547264,0.0001475455,0.0004770615,0.009291534],"study_design_scores_gemma":[0.001040664,0.0002910037,0.002682561,0.04447214,0.9495299,0.00009682798,0.00005428222,0.0002528194,0.0001006089,0.000202492,0.001249066,0.00002755279],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005325476,0.9925962,0.0004301543,0.0002006819,0.0001329059,0.0005917712,0.0004846852,0.00002054263,0.0002175195],"genre_scores_gemma":[0.1525454,0.8386956,0.002812059,0.0009838601,0.0003139054,0.003442789,0.0007684043,0.00002782112,0.0004101284],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02380859,"threshold_uncertainty_score":0.07165909,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2990348875","doi":"10.23736/s0021-9509.18.10255-2","title":"Hemodynamic outcomes of the Ross procedure versus other aortic valve replacement: a systematic review and meta-analysis","year":2018,"lang":"en","type":"review","venue":"The Journal of Cardiovascular Surgery","topic":"Aortic Disease and Treatment Approaches","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University; McMaster University; Université de Sherbrooke; Hamilton Health Sciences; Montreal Heart Institute; Population Health Research Institute","funders":"","keywords":"Medicine; Observational study; Aortic valve replacement; Cochrane Library; Internal medicine; Meta-analysis; Randomized controlled trial; Hemodynamics; Cardiology; MEDLINE; Systematic review; Stenosis","authors":[{"name":"Kevin J. Um","is_ca":true},{"name":"G. McClure","is_ca":true},{"name":"Emilie P. Belley‐Côté","is_ca":true},{"name":"Saurabh Gupta","is_ca":true},{"name":"Ismail Bouhout","is_ca":true},{"name":"Hugo Lortie","is_ca":true},{"name":"Hatim Alraddadi","is_ca":true},{"name":"Ali Alsagheir","is_ca":true},{"name":"Matthias Bossard","is_ca":true},{"name":"William F. McIntyre","is_ca":true},{"name":"A. Lengyel","is_ca":true},{"name":"John W. Eikelboom","is_ca":true},{"name":"Maral Ouzounian","is_ca":false},{"name":"Michael Chu","is_ca":true},{"name":"Dominic Parry","is_ca":true},{"name":"Ismaı̈l El-Hamamsy","is_ca":true},{"name":"Richard Whitlock","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09334606984662869,"gpt":0.3286689165004175,"spread":0.2353228466537888,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01453548,0.002536739,0.02044872,0.005739578,0.0006079166,0.00363853,0.002039812,0.002238521,0.00354184],"category_scores_gemma":[0.03280678,0.001334348,0.03374501,0.006716637,0.0008337509,0.001907398,0.00137442,0.001984538,0.0002527155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002540676,"about_ca_system_score_gemma":0.003637093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005756627,"about_ca_topic_score_gemma":0.01078547,"domain_scores_codex":[0.9905081,0.004297541,0.002783392,0.0009914808,0.001108227,0.0003111617],"domain_scores_gemma":[0.9757237,0.01817856,0.00401162,0.0004702225,0.001337294,0.0002786786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001915459,0.00003120393,0.0041811,0.5025996,0.479611,0.0001087483,0.00007822247,0.0004459531,0.0001535648,0.0001384483,0.0005666469,0.01017005],"study_design_scores_gemma":[0.0006419861,0.0002190508,0.004137614,0.03806993,0.954902,0.00009154241,0.00003947066,0.0002075827,0.00009670354,0.0002039717,0.00136513,0.00002499525],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00385252,0.9947724,0.0003053082,0.0002112803,0.0001016893,0.0001927388,0.0003818417,0.00001403026,0.0001682758],"genre_scores_gemma":[0.1486101,0.8457701,0.001938809,0.001029504,0.0003577213,0.001291713,0.0007140742,0.0000245271,0.0002634918],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02044872,"threshold_uncertainty_score":0.07687181,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2991032447","doi":"10.23736/s0021-9509.17.09824-x","title":"Left atrial appendage occlusion for stroke prevention in patients with atrial fibrillation: a systematic review and network meta-analysis of randomized controlled trials","year":2017,"lang":"en","type":"review","venue":"The Journal of Cardiovascular Surgery","topic":"Atrial Fibrillation Management and Outcomes","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":"Population Health Research Institute; McMaster University","funders":"","keywords":"Medicine; Atrial fibrillation; Left atrial appendage occlusion; Stroke (engine); Randomized controlled trial; Occlusion; Internal medicine; Placebo; Cochrane Library; Warfarin; Meta-analysis; Aspirin; Cardiology; Surgery","authors":[{"name":"Hasib Hanif","is_ca":true},{"name":"Emilie P. Belley‐Côté","is_ca":true},{"name":"Abdullah Alotaibi","is_ca":true},{"name":"Nazari Dvirnik","is_ca":true},{"name":"Binod Neupane","is_ca":true},{"name":"Joseph Beyene","is_ca":true},{"name":"John W. Eikelboom","is_ca":true},{"name":"David R. Holmes","is_ca":false},{"name":"Richard Whitlock","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1635658975214025,"gpt":0.3835919603721025,"spread":0.2200260628507,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01709174,0.002489232,0.02333336,0.00663369,0.0006349149,0.003254168,0.002024305,0.002143413,0.004245575],"category_scores_gemma":[0.04212486,0.001325314,0.03201325,0.008172493,0.0008082892,0.001937743,0.001362746,0.001983532,0.000258594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002882761,"about_ca_system_score_gemma":0.003687399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006799207,"about_ca_topic_score_gemma":0.01269486,"domain_scores_codex":[0.9847128,0.008423827,0.003758472,0.001410016,0.001368389,0.0003265008],"domain_scores_gemma":[0.9731261,0.02005218,0.004482973,0.0006381316,0.001441964,0.0002586372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001890637,0.00002497794,0.002768125,0.4541596,0.5272011,0.00007500235,0.00005883483,0.0004327025,0.0001011091,0.0001502422,0.0007019398,0.01243582],"study_design_scores_gemma":[0.001088702,0.0001779433,0.003032561,0.04293962,0.9507276,0.0000736645,0.00002973197,0.0002300724,0.00006678927,0.0002630561,0.001348438,0.000021916],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002843416,0.9953271,0.0004473475,0.0001754416,0.0001184787,0.0003938412,0.0004700114,0.00002032159,0.0002040195],"genre_scores_gemma":[0.1020989,0.890672,0.002837308,0.0008627843,0.0003062124,0.002082068,0.0008723088,0.00002743916,0.000240952],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02333336,"threshold_uncertainty_score":0.0903908,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2986458481","doi":"10.23736/s0021-9509.19.11021-x","title":"Improvements in patient outcomes with next generation endovascular aortic repair devices in the ENGAGE Global Registry and the EVAR-1 clinical trial","year":2020,"lang":"en","type":"article","venue":"The Journal of Cardiovascular Surgery","topic":"Aortic aneurysm repair 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":"Western University","funders":"Medtronic","keywords":"Clinical trial; Medicine; Aortic repair; Surgery; Internal medicine; Aorta","authors":[{"name":"Dittmar Böckler","is_ca":false},{"name":"Adam Power","is_ca":true},{"name":"Lee H. Bouwman","is_ca":false},{"name":"Steven van Sterkenburg","is_ca":false},{"name":"Marc Bosiers","is_ca":false},{"name":"Patrick Peeters","is_ca":false},{"name":"Joep A.W. Teijink","is_ca":false},{"name":"Hence J.M. Verhagen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07244806350808639,"gpt":0.3043169502255643,"spread":0.2318688867174779,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01593857,0.000559871,0.001124327,0.0005477124,0.0003205005,0.002556171,0.0007213411,0.001507889,0.005211014],"category_scores_gemma":[0.03218614,0.0001886871,0.001974921,0.001222919,0.0009058811,0.002325595,0.001693986,0.001574398,0.0006630882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000522362,"about_ca_system_score_gemma":0.001045006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003314122,"about_ca_topic_score_gemma":0.0007600634,"domain_scores_codex":[0.9846342,0.01109504,0.001248049,0.001215118,0.001273897,0.0005335958],"domain_scores_gemma":[0.9794706,0.009254039,0.006665657,0.002328928,0.001159745,0.001121015],"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":[0.4544888,0.003563039,0.399723,0.005191702,0.01860093,0.000508797,0.0008159379,0.002939456,0.001295295,0.005965759,0.03437822,0.07252897],"study_design_scores_gemma":[0.1966502,0.04409742,0.6565532,0.002117297,0.0261139,0.001827714,0.00132246,0.003205774,0.002717347,0.01259813,0.05236977,0.000426762],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.944208,0.0115831,0.002479802,0.005548139,0.0006236171,0.00130509,0.01266579,0.0001719561,0.02141456],"genre_scores_gemma":[0.9811014,0.001653869,0.001311352,0.001960765,0.0006264355,0.002136171,0.009784953,0.00004640798,0.001378707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01593857,"threshold_uncertainty_score":0.08429217,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3085861732","doi":"10.23736/s0021-9509.20.11582-9","title":"Advancing tissue-engineered vascular grafts via their endothelialization and mechanical conditioning","year":2020,"lang":"en","type":"review","venue":"The Journal of Cardiovascular Surgery","topic":"Electrospun Nanofibers in Biomedical Applications","field":"Materials Science","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Ted Rogers Centre for Heart Research; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Conditioning; Biomedical engineering; Medicine","authors":[{"name":"Jeremy A. Antonyshyn","is_ca":true},{"name":"Katya A. D’Costa","is_ca":true},{"name":"J. Paul Santerre","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01468715143634755,"gpt":0.2520045418724801,"spread":0.2373173904361326,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007445954,0.0004104252,0.0004179269,0.0007106043,0.0001808256,0.0009015438,0.0003459585,0.0005847368,0.001145907],"category_scores_gemma":[0.0005667439,0.0002231439,0.0003513594,0.0004906703,0.0004900729,0.001024651,0.0004664953,0.001168697,0.0007143782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000309739,"about_ca_system_score_gemma":0.0003681047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002077311,"about_ca_topic_score_gemma":0.0002937176,"domain_scores_codex":[0.9997156,0.00005343156,0.00004204203,0.00004695954,0.0001145835,0.00002737577],"domain_scores_gemma":[0.9998234,0.00007691894,0.00003393202,0.00001090023,0.00004303386,0.00001183114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001520689,0.0001130513,0.000816631,0.01380363,0.0001073388,0.001199618,0.0004166514,0.002492578,0.3529705,0.04919821,0.005323569,0.5734061],"study_design_scores_gemma":[0.00001333376,0.0005227605,0.00148274,0.001742783,0.0001242762,0.003902166,0.000135974,0.000868589,0.2075322,0.004589634,0.7790228,0.00006287491],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01664048,0.9339354,0.03559402,0.0009136624,0.001582091,0.00006080595,0.0001026698,0.0001073177,0.01106357],"genre_scores_gemma":[0.07472894,0.8941398,0.02354009,0.0009445146,0.0006851303,0.00008526888,0.0002128006,0.00004380464,0.005619673],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001145907,"threshold_uncertainty_score":0.00393784,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4297488519","doi":"10.23736/s0021-9509.22.12226-3","title":"Assessing endovascular team performances in a hybrid room using the Black Box system: a prospective cohort study","year":2022,"lang":"en","type":"article","venue":"The Journal of Cardiovascular Surgery","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Prospective cohort study; Black box; Cohort; Medical physics; Surgery; Artificial intelligence; Internal medicine","authors":[{"name":"Bart Doyen","is_ca":false},{"name":"Gilles Soenens","is_ca":false},{"name":"Blandine Maurel","is_ca":false},{"name":"Adrien Hertault","is_ca":false},{"name":"Lauren Gordon","is_ca":true},{"name":"Peter Vlerick","is_ca":false},{"name":"Frank Vermassen","is_ca":false},{"name":"Teodor Grantcharov","is_ca":false},{"name":"Isabelle Van Herzeele","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06018469045702071,"gpt":0.3489167668193517,"spread":0.2887320763623311,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00131539,0.0003809733,0.000394522,0.0007278819,0.0007108736,0.000881662,0.0004405941,0.0006171268,0.001569985],"category_scores_gemma":[0.002389911,0.0004208541,0.0006439562,0.000703079,0.0003828121,0.0008801135,0.0007062475,0.0009496188,0.0005462237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002587696,"about_ca_system_score_gemma":0.0004329298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002196267,"about_ca_topic_score_gemma":0.002320038,"domain_scores_codex":[0.9991305,0.0002095547,0.00007886018,0.0002583229,0.0001751596,0.0001475128],"domain_scores_gemma":[0.9984552,0.0002544659,0.000521365,0.0002293469,0.0001825819,0.0003571157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001863967,0.0002169841,0.9978724,0.000006997028,0.00003807635,0.0001083186,0.000360679,0.00002495416,0.0002516603,0.000009175622,0.00006931479,0.0008549583],"study_design_scores_gemma":[0.00001953474,0.001363187,0.9966573,0.000008778267,0.00003543655,0.0003491043,0.001144105,0.0001566652,0.00008305784,0.0000141629,0.000157495,0.00001113159],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996498,0.00002304223,0.00007638674,0.000006938393,0.000002655942,0.00002220765,0.0001096699,0.000001300901,0.0001080363],"genre_scores_gemma":[0.9993628,0.00004052665,0.0001426367,0.00002214257,0.000006219636,0.00004624319,0.0002338678,0.000003248268,0.0001425333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002196267,"threshold_uncertainty_score":0.006956518,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4281722481","doi":"10.23736/s0021-9509.22.12273-1","title":"Sex differences in acute type A aortic dissection: a systematic review and meta-analysis","year":2022,"lang":"en","type":"review","venue":"The Journal of Cardiovascular Surgery","topic":"Aortic Disease and Treatment Approaches","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Confidence interval; Odds ratio; Meta-analysis; Aortic dissection; Internal medicine; Atrial fibrillation; Stroke (engine); Surgery; Aorta","authors":[{"name":"Nicholas M. Fialka","is_ca":true},{"name":"Sabin J. Bozso","is_ca":true},{"name":"Ryaan EL‐Andari","is_ca":true},{"name":"Jimmy J.H. Kang","is_ca":true},{"name":"Andrew O’CONNELL","is_ca":true},{"name":"Michael C. Moon","is_ca":true},{"name":"Roderick MacArthur","is_ca":true},{"name":"Jeevan Nagendran","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1553330958817714,"gpt":0.3285931239118645,"spread":0.173260028030093,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01314818,0.00226801,0.01625709,0.005160568,0.0005369508,0.002844653,0.001512503,0.001867489,0.003273183],"category_scores_gemma":[0.02821118,0.001269987,0.03392641,0.005982397,0.0006458231,0.001297334,0.001106967,0.001287708,0.0002211335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001633203,"about_ca_system_score_gemma":0.00251408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004320073,"about_ca_topic_score_gemma":0.01028845,"domain_scores_codex":[0.9914027,0.004723643,0.002015469,0.0007960655,0.0007922319,0.0002699464],"domain_scores_gemma":[0.9785615,0.01578367,0.003980177,0.000439712,0.001002149,0.0002327258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002956796,0.00004001464,0.01004527,0.3383981,0.6308247,0.0001995241,0.0001000663,0.0005068901,0.0001999531,0.0001030708,0.0004903508,0.01613523],"study_design_scores_gemma":[0.0007862304,0.0004230254,0.008535274,0.030897,0.9573364,0.0001950345,0.00005796645,0.0001452149,0.00009535002,0.0001691086,0.001335142,0.0000242423],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006216926,0.9926979,0.0002530768,0.0001396826,0.0001035645,0.0001405602,0.0002951117,0.000008911396,0.0001442455],"genre_scores_gemma":[0.1152259,0.8811569,0.001561738,0.0005347917,0.0002779583,0.000649346,0.0004157007,0.00001231194,0.0001654506],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01625709,"threshold_uncertainty_score":0.06953502,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4376107763","doi":"10.23736/s0021-9509.23.12615-2","title":"Thirty-day mortality in females after elective and urgent abdominal aortic aneurysm repair","year":2023,"lang":"en","type":"review","venue":"The Journal of Cardiovascular Surgery","topic":"Aortic aneurysm repair treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Abdominal aortic aneurysm; Perioperative; Endovascular aneurysm repair; Observational study; Surgery; Cohort study; Retrospective cohort study; Aortic aneurysm; Aneurysm; Internal medicine","authors":[{"name":"Petroula Nana","is_ca":false},{"name":"Κωνσταντίνος Σπανός","is_ca":false},{"name":"Christian‐Alexander Behrendt","is_ca":false},{"name":"Konstantinos Dakis","is_ca":false},{"name":"Alexandros G. Brotis","is_ca":false},{"name":"George Kouvelos","is_ca":false},{"name":"Athanasios Giannoukas","is_ca":false},{"name":"Tilo Kölbel","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0728163545482991,"gpt":0.3311662149332993,"spread":0.2583498603850002,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008897652,0.0009009801,0.005762156,0.003003659,0.0002379438,0.001792834,0.0007656278,0.001217244,0.0022201],"category_scores_gemma":[0.02168977,0.0005466908,0.01145919,0.002787724,0.0004682165,0.0009771697,0.0008454432,0.0009899702,0.0001644515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008815721,"about_ca_system_score_gemma":0.001524928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002261937,"about_ca_topic_score_gemma":0.004138786,"domain_scores_codex":[0.9925604,0.002676913,0.002650401,0.0009420005,0.0009895759,0.0001808022],"domain_scores_gemma":[0.9820003,0.01145555,0.005280279,0.0003312795,0.0007769546,0.0001556295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.003801789,0.00004165823,0.0425447,0.7058355,0.1746303,0.0002099759,0.0002781008,0.0003862682,0.0004136772,0.0003691151,0.00169811,0.06979086],"study_design_scores_gemma":[0.001443656,0.001513981,0.1333045,0.2327446,0.6089594,0.001479154,0.0004366318,0.0004395685,0.0006944449,0.001372749,0.01748384,0.0001274793],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006387823,0.9923156,0.0001394537,0.0002347233,0.0001183058,0.00004160474,0.0005510548,0.000003985063,0.0002073715],"genre_scores_gemma":[0.2112911,0.7847512,0.0008692837,0.001040125,0.000566698,0.0003084247,0.0009316412,0.00001258612,0.0002289896],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008897652,"threshold_uncertainty_score":0.04705584,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2946579061","doi":"10.23736/s0021-9509.18.10129-7","title":"Is management of complex abdominal aortic aneurysms consistent? A questionnaire-based survey","year":2020,"lang":"en","type":"article","venue":"The Journal of Cardiovascular Surgery","topic":"Aortic aneurysm repair treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Abdominal aortic aneurysm; Confidence interval; Odds ratio; Comorbidity; Aneurysm; Endovascular aneurysm repair; Surgery; Internal medicine","authors":[{"name":"Eleanor Atkins","is_ca":false},{"name":"Nadeem Mughal","is_ca":false},{"name":"Graeme K. Ambler","is_ca":false},{"name":"Ranjeet Narlawar","is_ca":false},{"name":"Francesco Torella","is_ca":false},{"name":"George Α. Antoniou","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07178136369926139,"gpt":0.2782152369844896,"spread":0.2064338732852282,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004259855,0.0001464489,0.0004555807,0.00111459,0.0003757831,0.000933449,0.0004337024,0.0009535576,0.002079788],"category_scores_gemma":[0.02368081,0.0002586981,0.0004117166,0.001535999,0.0004617757,0.001106533,0.0008893149,0.0008091897,0.0004072941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006975261,"about_ca_system_score_gemma":0.0007650849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004171437,"about_ca_topic_score_gemma":0.003283362,"domain_scores_codex":[0.9962344,0.001537796,0.0008053287,0.0003260917,0.000631304,0.0004651624],"domain_scores_gemma":[0.9805705,0.005725849,0.009307097,0.0004372461,0.001985829,0.001973473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003030663,0.00007456571,0.9933297,0.0000865683,0.00002952557,0.0001231016,0.001418275,0.0000351677,0.00008071361,0.00002552286,0.0008051001,0.003961426],"study_design_scores_gemma":[0.000007067028,0.0001976494,0.9930205,0.00008734487,0.00001305932,0.0004366503,0.004885172,0.000185836,0.00002273123,0.00002851932,0.001104132,0.00001134395],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996533,0.0002338383,0.0001194432,0.001170202,0.00001649713,0.00005287345,0.000718093,0.000006398081,0.001149622],"genre_scores_gemma":[0.9985032,0.0002935813,0.0001846357,0.0004945144,0.00001619459,0.00004935793,0.0003482472,0.000002356033,0.0001079453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004259855,"threshold_uncertainty_score":0.02252853,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391691776","doi":"10.23736/s0021-9509.23.12729-7","title":"Sex difference and outcome trends following surgical aortic valve replacement from the National Inpatient Sample (NIS) Database","year":2024,"lang":"en","type":"article","venue":"The Journal of Cardiovascular Surgery","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Aortic valve replacement; Confounding; Internal medicine; Mortality rate; Aortic valve; Coronary artery disease; Cardiology; Stenosis","authors":[{"name":"Gabby Elbaz‐Greener","is_ca":false},{"name":"Eldad Rahamim","is_ca":false},{"name":"Zahi Abu Ghosh","is_ca":false},{"name":"Naseem Shadafny","is_ca":false},{"name":"Ronny Alcalai","is_ca":false},{"name":"Amit Korach","is_ca":false},{"name":"Shemy Carasso","is_ca":false},{"name":"Harindra C. Wijeysundera","is_ca":true},{"name":"Tomas Igor","is_ca":false},{"name":"Offer Amir","is_ca":false},{"name":"Guy Rozen","is_ca":false},{"name":"David Planer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04034053888266764,"gpt":0.3334985504940353,"spread":0.2931580116113676,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007613487,0.000164019,0.0002647005,0.001155917,0.0001748175,0.0005211269,0.0003395013,0.0001877512,0.001079],"category_scores_gemma":[0.003122486,0.0001292826,0.0004705503,0.001794046,0.0001071987,0.0003795389,0.0004421608,0.000339471,0.0001732013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003884686,"about_ca_system_score_gemma":0.0005032243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009807853,"about_ca_topic_score_gemma":0.01722281,"domain_scores_codex":[0.99918,0.0001498137,0.0001918754,0.000159566,0.0002022125,0.000116432],"domain_scores_gemma":[0.9977584,0.000276809,0.001305715,0.0001091392,0.0003783381,0.000171561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002961011,0.000005592493,0.998948,0.00001399649,0.00004141576,0.00002108563,0.00002727598,0.00002291125,0.00003186228,0.00001518102,0.000281149,0.0005619379],"study_design_scores_gemma":[0.000001829182,0.00001266596,0.9992102,0.00001185889,0.00002026883,0.00009966841,0.0001462044,0.0002044154,0.00003339414,0.00001345398,0.0002439401,0.000002087812],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880684,0.0005048318,0.0001371964,0.0001483218,0.00001593997,0.00001270382,0.0103831,0.000009280921,0.0007203128],"genre_scores_gemma":[0.9903528,0.0003186633,0.0001417406,0.00005827237,0.00001385777,0.00002628406,0.008942212,0.000004643263,0.0001415677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009807853,"threshold_uncertainty_score":0.01950151,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2889907969","doi":"10.23736/s0021-9509.18.10280-1","title":"The relationship between cerebral oxygen saturation and quantitative metrics of neurological function after coronary bypass surgery: a feasibility study","year":2018,"lang":"en","type":"article","venue":"The Journal of Cardiovascular Surgery","topic":"Cardiac and Coronary Surgery Techniques","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kingston General Hospital; Queen's University","funders":"","keywords":"Medicine; Neurocognitive; Oxygenation; Anesthesia; Bypass grafting; Cardiac surgery; Cardiology; Artery; Surgery; Cognition; Psychiatry","authors":[{"name":"Joanna S Semrau","is_ca":true},{"name":"Stephen H. Scott","is_ca":true},{"name":"A. G. Hamilton","is_ca":true},{"name":"Dimitri Petsikas","is_ca":true},{"name":"Darrin Payne","is_ca":true},{"name":"Gianluigi Bisleri","is_ca":true},{"name":"Tarit Saha","is_ca":true},{"name":"J. Gordon Boyd","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07224148379482193,"gpt":0.2974173731011697,"spread":0.2251758893063477,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002755804,0.0004336947,0.0002716149,0.0007406372,0.0003297077,0.0004429804,0.0003189387,0.0005083716,0.001122422],"category_scores_gemma":[0.007698109,0.0002367709,0.0003067536,0.0003974799,0.0005074725,0.0006885014,0.0005967049,0.0004434697,0.0002907075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002406619,"about_ca_system_score_gemma":0.0005672878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000949935,"about_ca_topic_score_gemma":0.001152136,"domain_scores_codex":[0.9987637,0.000555889,0.00008692266,0.0001840793,0.0003035592,0.0001058904],"domain_scores_gemma":[0.9951106,0.00216197,0.001089265,0.0003427512,0.0008500374,0.000445453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004228381,0.00201823,0.9708193,0.00006656999,0.0001252265,0.0002251791,0.0004181127,0.0001838501,0.007694315,0.00005566371,0.00007664775,0.0140885],"study_design_scores_gemma":[0.0001512847,0.01962571,0.9746897,0.00001594114,0.00009932748,0.0008195299,0.0005104592,0.00134019,0.002355672,0.00008533397,0.0002773895,0.00002950281],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987376,0.00008689098,0.0007211444,0.00001519645,0.000006096824,0.00008226334,0.00005674355,0.000003862106,0.0002901624],"genre_scores_gemma":[0.9985102,0.00005092021,0.001097051,0.0000167524,0.00001408176,0.0001342863,0.00007397981,0.000002431933,0.0001003382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002755804,"threshold_uncertainty_score":0.01457429,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2971532914","doi":"10.23736/s0021-9509.18.10587-8","title":"Recanalization of CTOs with SoundBite™ Active Wire","year":2018,"lang":"en","type":"article","venue":"The Journal of Cardiovascular Surgery","topic":"Peripheral Artery Disease Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Hôpital du Sacré-Cœur de Montréal; Université de Sherbrooke; Université de Montréal","funders":"","keywords":"Medicine; Surgery; Ankle; Occlusion; Perforation; Revascularization; Claudication; Adverse effect; Arterial disease; Radiology; Myocardial infarction; Cardiology; Internal medicine; Vascular disease","authors":[{"name":"Marianne Brodmann","is_ca":false},{"name":"Éric Thérasse","is_ca":true},{"name":"Andrew Benko","is_ca":true},{"name":"Louis-Philippe Riel","is_ca":false},{"name":"Steven Dion","is_ca":false},{"name":"Philippe Généreux","is_ca":true},{"name":"Martin Brouillette","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01524464915414649,"gpt":0.2247568571846221,"spread":0.2095122080304756,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007788063,0.0002685934,0.0005084516,0.0003951713,0.0001806667,0.0005302593,0.0001723967,0.0002312069,0.0008579044],"category_scores_gemma":[0.002065554,0.0001137572,0.0002734366,0.0002334965,0.000309482,0.0002985357,0.0002430309,0.0003294566,0.0001749244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002256987,"about_ca_system_score_gemma":0.0003773327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002284047,"about_ca_topic_score_gemma":0.0003179502,"domain_scores_codex":[0.9996228,0.00009350104,0.00004534014,0.00006149634,0.0000999025,0.00007701109],"domain_scores_gemma":[0.9978313,0.0006210703,0.0009999444,0.0001193535,0.0001411597,0.0002872472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.009877102,0.001589681,0.883657,0.0003674061,0.0003195586,0.001678083,0.0003146039,0.0004984676,0.04105239,0.0001345366,0.0003081731,0.06020294],"study_design_scores_gemma":[0.001168489,0.07528993,0.8782644,0.0001602483,0.0006115753,0.01786654,0.0003488185,0.003247874,0.01988548,0.0001480686,0.002968392,0.00004020986],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989303,0.0004557561,0.0003212572,0.00001124991,0.000003836656,0.00002000743,0.00001506807,0.000005536831,0.0002371433],"genre_scores_gemma":[0.9992508,0.0002557779,0.0002888817,0.00003135837,0.00002242676,0.00002185093,0.00006320721,0.000002783357,0.00006284909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008579044,"threshold_uncertainty_score":0.0041188,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W9833737","doi":"","title":"Household Wealth and Heterogeneous Impacts of Market-Based Training Programs *","year":2007,"lang":"en","type":"article","venue":"The Journal of Cardiovascular Surgery","topic":"Poverty, Education, and Child Welfare","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Earnings; Economics; Proxy (statistics); Disadvantaged; Quantile; Quantile regression; Matching (statistics); Null hypothesis; Average treatment effect; Demographic economics; Labour economics; Propensity score matching; Econometrics; Economic growth; Finance","authors":[{"name":"José Galdo","is_ca":true},{"name":"Miguel Jaramillo","is_ca":false},{"name":"Verónica Montalva","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03294955362961322,"gpt":0.2617288620128867,"spread":0.2287793083832735,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003377738,0.0001900159,0.0001981083,0.001015842,0.0007044214,0.0004377279,0.0001701626,0.0003312262,0.002763749],"category_scores_gemma":[0.002533518,0.0001117216,0.0001602431,0.0007422674,0.0004453001,0.0003780795,0.0006165195,0.0002916046,0.0001964496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001689009,"about_ca_system_score_gemma":0.0001513026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002032142,"about_ca_topic_score_gemma":0.002669104,"domain_scores_codex":[0.9997359,0.00009467185,0.00001998015,0.00002606907,0.00002910909,0.00009430294],"domain_scores_gemma":[0.9992361,0.0002313626,0.0002883094,0.00004961042,0.00005338496,0.0001412888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001431063,0.0001275973,0.9098403,0.00002455194,0.00004599435,0.07732496,0.0006102852,0.0001248964,0.0006858137,0.0004244201,0.0002436545,0.01040444],"study_design_scores_gemma":[0.000009826543,0.0003027457,0.8196894,0.00003598063,0.00005355757,0.1742645,0.002353891,0.0005827533,0.00036803,0.0007979736,0.001520217,0.00002107313],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972489,0.0003055731,0.0001605431,0.0001405144,0.000008602442,0.000006766135,0.00005692479,0.000002671671,0.002069479],"genre_scores_gemma":[0.9996977,0.00008203063,0.00004243583,0.00001498513,0.000009517547,0.000001499377,0.00001610274,0.000001028282,0.0001347658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002763749,"threshold_uncertainty_score":0.009245634,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W15956924","doi":"","title":"Routing and Scheduling Using Column Generation in IEEE 802.16j Wireless Relay Networks","year":2011,"lang":"en","type":"dissertation","venue":"The Journal of Cardiovascular Surgery","topic":"Advanced Wireless Network Optimization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Concordia University","keywords":"WiMAX; Computer network; Scheduling (production processes); Computer science; Column generation; Wireless network; Wireless; Engineering; Telecommunications","authors":[{"name":"Tomas M. Murillo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02251183266311888,"gpt":0.213042358867994,"spread":0.1905305262048751,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008611559,0.0005535186,0.0005074518,0.0003393021,0.0003765015,0.000830591,0.0005649776,0.0003272712,0.0016255],"category_scores_gemma":[0.002041103,0.0002659933,0.0002744824,0.0005466776,0.0004326897,0.0007574178,0.0003844262,0.0005716316,0.0002636422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008445437,"about_ca_system_score_gemma":0.0008284892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004974595,"about_ca_topic_score_gemma":0.005656466,"domain_scores_codex":[0.9995701,0.0001947981,0.00001593355,0.00005430826,0.00007646702,0.00008840813],"domain_scores_gemma":[0.998753,0.0007735112,0.0001033132,0.00009080696,0.0002110701,0.00006831888],"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":[0.0002738393,0.00006514409,0.0004313984,0.0000619662,0.00003017524,0.00005259585,0.0000648908,0.9143203,0.004235302,0.01485097,0.004875065,0.06073845],"study_design_scores_gemma":[0.000008713077,0.00003449759,0.00006949397,0.00000238698,0.000005134557,0.00001137274,0.000009444831,0.9952732,0.0005933031,0.0036438,0.0003437888,0.000004987534],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.09585092,0.001131317,0.8950433,0.0008064286,0.000261755,0.0001053306,0.0002104079,0.0005449975,0.006045521],"genre_scores_gemma":[0.8934112,0.0006447822,0.1021368,0.0001133456,0.0001780597,0.00007419391,0.0001584691,0.00007835348,0.003204645],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.004974595,"threshold_uncertainty_score":0.009891272,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3023719694","doi":"10.23736/s0021-9509.18.10165-0","title":"Outcomes of Solo Smart valve in a single-center experience of 270 patients","year":2018,"lang":"en","type":"article","venue":"The Journal of Cardiovascular Surgery","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Aortic valve replacement; Single Center; Aortic valve; Concomitant; Internal medicine; Cardiology; Hemodynamics; Heart valve; Retrospective cohort study; Univariate analysis; Surgery; Multivariate analysis; Stenosis","authors":[{"name":"Hao Liu","is_ca":true},{"name":"Abbas Khani-Hanjani","is_ca":true},{"name":"Siyuan Yang","is_ca":true},{"name":"Wei Wang","is_ca":true},{"name":"Surita Sidhu","is_ca":true},{"name":"John C. Mullen","is_ca":true},{"name":"Dennis Modry","is_ca":true},{"name":"Shaohua Wang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02362222916998951,"gpt":0.2899233753416854,"spread":0.2663011461716959,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006593748,0.0004602074,0.0005341949,0.0007392418,0.0006485985,0.0008172472,0.0004354211,0.0003917002,0.00110606],"category_scores_gemma":[0.001243253,0.0003416758,0.0005113291,0.0006509552,0.0004603046,0.0005058197,0.0007010365,0.0004648664,0.0003223231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006399979,"about_ca_system_score_gemma":0.0005274912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001167107,"about_ca_topic_score_gemma":0.002008107,"domain_scores_codex":[0.9994844,0.0000830041,0.00007532583,0.0001299321,0.0001116406,0.0001157155],"domain_scores_gemma":[0.9988911,0.0001398126,0.0003800581,0.00007824884,0.00009881162,0.000412001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003625325,0.0003167953,0.9891505,0.00002674099,0.00007392464,0.002710118,0.0004460131,0.0002395608,0.0008273973,0.00004049682,0.0003537488,0.005452296],"study_design_scores_gemma":[0.0001355779,0.003935448,0.9725708,0.00004411336,0.00009987918,0.01838483,0.001895972,0.001126498,0.0007729999,0.0001003201,0.0008797818,0.00005383758],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995103,0.0001103323,0.00007985427,0.00001939151,0.000004094115,0.000006903779,0.00008987347,0.000004191377,0.0001752048],"genre_scores_gemma":[0.9992824,0.0001073547,0.0001356265,0.00002773607,0.00001486372,0.00000966662,0.0003480724,0.000003873751,0.00007043633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001167107,"threshold_uncertainty_score":0.004643559,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402999037","doi":"10.23736/s0021-9509.24.13012-1","title":"Mitral valve surgery in octogenarians: long-term and hemodynamic results","year":2024,"lang":"en","type":"article","venue":"The Journal of Cardiovascular Surgery","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Alberta","funders":"","keywords":"Hemodynamics; Medicine; Term (time); Cardiology; Internal medicine; Surgery; Physics","authors":[{"name":"Nicholas M. Fialka","is_ca":true},{"name":"Ryaan EL‐Andari","is_ca":true},{"name":"Abeline R. Watkins","is_ca":true},{"name":"Jimmy J.H. Kang","is_ca":true},{"name":"Yongzhe Hong","is_ca":true},{"name":"Sabin J. Bozso","is_ca":true},{"name":"Michael C. Moon","is_ca":true},{"name":"Jayan Nagendran","is_ca":true},{"name":"Jeevan Nagendran","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01953167672236477,"gpt":0.292538032330663,"spread":0.2730063556082982,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003802516,0.0001422261,0.0001835765,0.0007225461,0.0003896514,0.0006498633,0.0001277946,0.0002814085,0.0008463866],"category_scores_gemma":[0.00120813,0.00007957469,0.000274366,0.0008914711,0.0001929192,0.0003524102,0.0003468929,0.0003399704,0.0002223814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003416077,"about_ca_system_score_gemma":0.0003259472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004559759,"about_ca_topic_score_gemma":0.006534032,"domain_scores_codex":[0.9997692,0.0000405518,0.00003887322,0.0000363999,0.00004959454,0.00006552743],"domain_scores_gemma":[0.9989267,0.0001125396,0.0005633393,0.00004325337,0.000139494,0.0002146285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003766935,0.0000170072,0.9990478,0.000002496072,0.00001082716,0.00006503258,0.00001987498,0.00001038087,0.00003357886,0.000004471822,0.00002841207,0.0007223252],"study_design_scores_gemma":[0.000002795068,0.00008058331,0.9991449,0.000006147582,0.00001934536,0.0003913926,0.0001393101,0.00005201892,0.00002812069,0.00001433079,0.000118768,0.00000228385],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988149,0.0002904482,0.00002686423,0.00004759967,0.000006414052,0.000003481166,0.0002668484,0.000001208155,0.0005422262],"genre_scores_gemma":[0.9991186,0.0002202422,0.00004850071,0.00005097462,0.00002505901,0.0000038924,0.0004065709,9.674141e-7,0.0001251785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004559759,"threshold_uncertainty_score":0.009066403,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4213090359","doi":"10.23736/s0021-9509.21.12115-9","title":"Comment on: \"COVID-19 and acute limb ischemia: a systematic review\". Reconsidering human-associated coronavirus infections and idiopathic thrombosis","year":2022,"lang":"en","type":"article","venue":"The Journal of Cardiovascular Surgery","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Children's & Women's Health Centre of British Columbia; University of British Columbia; University of British Columbia Hospital","funders":"","keywords":"Coronavirus; Pandemic; Thrombosis; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Coronavirus disease 2019 (COVID-19); Limb ischemia","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.133593211623781,"gpt":0.3985361624526409,"spread":0.2649429508288599,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02978787,0.001884656,0.004087142,0.004214647,0.002787497,0.002944872,0.006137001,0.03039739,0.01384259],"category_scores_gemma":[0.1792369,0.001361016,0.005446459,0.005510716,0.003589587,0.005306273,0.002988237,0.01774697,0.005446691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006520908,"about_ca_system_score_gemma":0.0174595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02911028,"about_ca_topic_score_gemma":0.03909333,"domain_scores_codex":[0.9770388,0.007098956,0.00590257,0.002342148,0.006282633,0.001334861],"domain_scores_gemma":[0.8350433,0.1156673,0.01222951,0.002600639,0.03016403,0.004295336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000237342,0.000008631515,0.000744931,0.002818445,0.0002785784,0.0002151704,0.0001169705,0.0000510066,0.0001185195,0.0006427107,0.9909225,0.003845174],"study_design_scores_gemma":[0.00293486,0.0003194501,0.008949951,0.02753929,0.004697978,0.001502791,0.001171123,0.0006163075,0.00110148,0.009702008,0.9411018,0.0003629826],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003575525,0.009918951,0.0001495379,0.9114813,0.07538112,0.0001064177,0.001803773,0.00007174042,0.0007296944],"genre_scores_gemma":[0.002360204,0.004338017,0.0002687878,0.95533,0.0360146,0.0001847045,0.0002828795,0.00003134006,0.001189584],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03039739,"threshold_uncertainty_score":0.1575352,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3086681958","doi":"10.23736/s0021-9509.20.11579-9","title":"Risk factors for recurrence of aortic regurgitation after aortic valve repair","year":2021,"lang":"en","type":"review","venue":"The Journal of Cardiovascular Surgery","topic":"Cardiac Valve Diseases and Treatments","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":"Université de Montréal; Montreal Heart Institute","funders":"","keywords":"Regurgitation (circulation); Medicine; Aortic valve replacement; Cardiology; Internal medicine; Aortic valve; Surgery; Stenosis","authors":[{"name":"Vincent Chauvette","is_ca":true},{"name":"Elbert E. Williams","is_ca":false},{"name":"Ismaı̈l El-Hamamsy","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03959895863970738,"gpt":0.3463823270279021,"spread":0.3067833683881947,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004605736,0.0005409765,0.001277206,0.001251828,0.0001684642,0.0005698321,0.0004965127,0.0006744296,0.002005869],"category_scores_gemma":[0.001166478,0.0001191282,0.0006604557,0.0009970812,0.0002153199,0.0004442137,0.0003270426,0.001071258,0.0005058438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002427489,"about_ca_system_score_gemma":0.0005947216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000836826,"about_ca_topic_score_gemma":0.001424501,"domain_scores_codex":[0.9997924,0.00004596717,0.0000368135,0.00003784952,0.00006962801,0.00001742768],"domain_scores_gemma":[0.9996052,0.000225439,0.00009016996,0.000006703479,0.00005212847,0.00002034157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001324075,0.00007569287,0.002731289,0.02053073,0.0005363343,0.0002906781,0.00007765892,0.0001673826,0.0004724331,0.001168301,0.0146486,0.9591684],"study_design_scores_gemma":[0.000102244,0.00057974,0.04490924,0.06449928,0.003983833,0.01567467,0.0003924195,0.000470024,0.001028641,0.004533171,0.8637077,0.0001190793],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002243815,0.9991743,0.00003870376,0.0001949382,0.00008934239,0.000001389011,0.00001070733,0.000001848585,0.0002643614],"genre_scores_gemma":[0.001943642,0.9974979,0.00007878637,0.0001052559,0.0001923739,0.000002879331,0.00002630397,7.040273e-7,0.0001522169],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002005869,"threshold_uncertainty_score":0.006710351,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3126264191","doi":"10.23736/s0021-9509.21.11452-1","title":"Predictors of patient-reported health following cardiac surgery","year":2021,"lang":"en","type":"article","venue":"The Journal of Cardiovascular Surgery","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Body mass index; EuroSCORE; Myocardial infarction; Cardiac surgery; Guideline; Physical therapy; Internal medicine","authors":[{"name":"Krzysztof Jarmoszewicz","is_ca":false},{"name":"Katarzyna Nowicka‐Sauer","is_ca":false},{"name":"Kamil Wera","is_ca":false},{"name":"Anna Meslin-Kuźniak","is_ca":false},{"name":"Sebastian Beta","is_ca":false},{"name":"Małgorzata Pietrzykowska","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02334654816028408,"gpt":0.2751884574172461,"spread":0.251841909256962,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008838232,0.0001708534,0.0002118228,0.0004291753,0.0002591135,0.0005015413,0.0002332314,0.0004987835,0.002064418],"category_scores_gemma":[0.004722133,0.0001172807,0.0003349983,0.0005604132,0.0002673439,0.00028716,0.0004248651,0.0008561225,0.0002217678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001947851,"about_ca_system_score_gemma":0.0002747322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001755453,"about_ca_topic_score_gemma":0.002566986,"domain_scores_codex":[0.9994366,0.0001774894,0.00008044663,0.00006709526,0.0001334886,0.0001049563],"domain_scores_gemma":[0.9959322,0.0009940887,0.00192751,0.000114115,0.0003198812,0.0007123543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002301033,0.00002895444,0.9994473,0.000005372793,0.00001629896,0.00001718743,0.00002028409,0.00002147783,0.0000263173,0.000002992407,0.00003617369,0.0003545964],"study_design_scores_gemma":[0.000001788313,0.00006907454,0.9996604,0.000003181628,0.00000649174,0.00006696031,0.00005982853,0.0000784162,0.00001250218,0.000006978636,0.000032663,0.000001814717],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990979,0.0002145065,0.00004139994,0.00009815933,0.000005980397,0.000006683663,0.0002418666,0.000002505093,0.0002911132],"genre_scores_gemma":[0.9996636,0.00004895201,0.00003185863,0.00001924045,0.000006480818,0.000003458853,0.0001844432,5.340117e-7,0.0000414828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002064418,"threshold_uncertainty_score":0.006906152,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403245663","doi":"10.23736/s0021-9509.24.13154-0","title":"Does performing cardiac surgery after hours impact postoperative outcomes? A systematic review and meta-analysis","year":2024,"lang":"en","type":"review","venue":"The Journal of Cardiovascular Surgery","topic":"Enhanced Recovery After Surgery","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 Alberta","funders":"","keywords":"Meta-analysis; Medicine; Cardiac surgery; Surgery; Internal medicine","authors":[{"name":"Andrew O’Connell","is_ca":true},{"name":"Ryaan EL‐Andari","is_ca":true},{"name":"Nicholas M. Fialka","is_ca":true},{"name":"Jeevan Nagendran","is_ca":true},{"name":"Steven Meyer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04780372626703518,"gpt":0.3289959166178283,"spread":0.2811921903507931,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01722921,0.002495015,0.01736049,0.006008327,0.0006496632,0.00357791,0.00227569,0.002595749,0.003827555],"category_scores_gemma":[0.0495082,0.001572329,0.03823757,0.007906921,0.0008761078,0.001825724,0.001326037,0.001821575,0.000298223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002970887,"about_ca_system_score_gemma":0.004087722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01108755,"about_ca_topic_score_gemma":0.01775956,"domain_scores_codex":[0.9864349,0.006997302,0.003483047,0.001321911,0.001336681,0.0004261276],"domain_scores_gemma":[0.9654558,0.0258993,0.005641634,0.0009044572,0.001783524,0.0003152418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001776324,0.00003845524,0.009233268,0.3429312,0.6336076,0.0001205269,0.00009329517,0.0005512702,0.0001043489,0.0001166436,0.0005164458,0.01091066],"study_design_scores_gemma":[0.0005535426,0.0002674331,0.008040659,0.03545082,0.9539596,0.00009383093,0.00005257614,0.0002056365,0.00008423786,0.0001838936,0.001080829,0.00002690645],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005943342,0.9923228,0.0003954966,0.0002163281,0.0001214742,0.0002620703,0.0005103577,0.0000159979,0.0002121338],"genre_scores_gemma":[0.2039051,0.7904232,0.002026799,0.0009202686,0.0003153581,0.001371405,0.0007801583,0.00002185301,0.0002358653],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01736049,"threshold_uncertainty_score":0.09111786,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4307775135","doi":"10.23736/s0021-9509.22.12437-7","title":"The effect of preoperative statins on postoperative mortality, renal, and neurological complications in patients undergoing cardiac surgeries: a retrospective cohort study","year":2022,"lang":"en","type":"article","venue":"The Journal of Cardiovascular Surgery","topic":"Cardiac, Anesthesia and Surgical Outcomes","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":"York University; McMaster University; Impact","funders":"","keywords":"Medicine; Retrospective cohort study; Statin; Confounding; Logistic regression; Simvastatin; Internal medicine; Cohort; Propensity score matching; Surgery","authors":[{"name":"Behrooz Astaneh","is_ca":true},{"name":"Mohammad Hassan Nemati","is_ca":false},{"name":"Hadi Raeisi Shahraki","is_ca":false},{"name":"Kezhal BIJARI","is_ca":false},{"name":"Vala Astaneh","is_ca":true},{"name":"Mitchell Levine","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01310263849431343,"gpt":0.2555951809915353,"spread":0.2424925424972219,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001573943,0.0003486476,0.0006409807,0.0009896882,0.0005621897,0.0006462014,0.0004788786,0.0005107465,0.0009556427],"category_scores_gemma":[0.002770992,0.0005021357,0.001116003,0.001691867,0.0003321464,0.000578086,0.0004955773,0.0007554016,0.0001435116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004071471,"about_ca_system_score_gemma":0.0007174689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004973916,"about_ca_topic_score_gemma":0.006403536,"domain_scores_codex":[0.9985572,0.0002997101,0.0002837314,0.0003985539,0.0002666775,0.0001941397],"domain_scores_gemma":[0.9973231,0.0003860287,0.001349959,0.0003545685,0.0002891271,0.0002971494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001177771,0.00002215632,0.9992969,0.00001270347,0.0001088648,0.00005066459,0.00002521748,0.00001324696,0.00004570012,0.000007628433,0.00003377713,0.0002652648],"study_design_scores_gemma":[0.00001758364,0.0001603872,0.9988439,0.00001100086,0.0001735009,0.0003205778,0.0001461866,0.0001444378,0.00003667077,0.00001719529,0.0001219168,0.00000658844],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988116,0.0004935015,0.00009307291,0.00002474328,0.000006599043,0.00002181895,0.0003952371,0.000001802198,0.0001516389],"genre_scores_gemma":[0.9991336,0.0002048052,0.0001106811,0.00002815212,0.00001185742,0.00002502108,0.0004362242,0.000001550893,0.00004796904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004973916,"threshold_uncertainty_score":0.00988996,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3024488263","doi":"10.23736/s0021-9509.17.09893-7","title":"The post-operative cardiac surgery clinic: is objective utility at odds with patient satisfaction?","year":2017,"lang":"en","type":"letter","venue":"The Journal of Cardiovascular Surgery","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kingston General Hospital; Queen's University; University of Toronto","funders":"","keywords":"Medicine; Odds; Patient satisfaction; Cardiac surgery; General surgery; Surgery; Internal medicine; Logistic regression","authors":[{"name":"Derrick Y. Tam","is_ca":true},{"name":"Malak Elbatarny","is_ca":true},{"name":"Roxana Chiș","is_ca":true},{"name":"Dimitri Petsikas","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02198809541162623,"gpt":0.2619500844373731,"spread":0.2399619890257469,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002241352,0.0001480566,0.0006762355,0.0004595926,0.001775455,0.002189465,0.0006108417,0.00890618,0.005474054],"category_scores_gemma":[0.03006332,0.0002042651,0.0003671133,0.0007453202,0.001294086,0.001976004,0.0007402498,0.008827223,0.0009823233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001768924,"about_ca_system_score_gemma":0.00214776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004071423,"about_ca_topic_score_gemma":0.009974026,"domain_scores_codex":[0.9973429,0.001319698,0.0003027059,0.0001350405,0.0005037558,0.0003959724],"domain_scores_gemma":[0.9854419,0.00776164,0.001831272,0.0002195563,0.001968575,0.002776947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0004115416,0.000400717,0.4159695,0.000183909,0.0001365802,0.01445481,0.002113188,0.0001895193,0.0002771563,0.008242751,0.4706324,0.08698779],"study_design_scores_gemma":[0.0005228741,0.001540945,0.4314852,0.003910397,0.0004003429,0.06721832,0.04950991,0.004762609,0.0006844511,0.04937916,0.3901494,0.0004363896],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02541825,0.001504265,0.00007145811,0.9641177,0.001844691,0.000005019157,0.00006695771,0.000005003811,0.006966572],"genre_scores_gemma":[0.4541709,0.004883351,0.0004283621,0.5150064,0.02138519,0.00003507767,0.0001102949,0.00002041665,0.003960017],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.00890618,"threshold_uncertainty_score":0.01831257,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}