{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":196,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":196,"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":"8f5d6c263fcd","filters":{"venue":"Innovations Technology and Techniques in Cardiothoracic and Vascular Surgery"}},"results":[{"id":"W1991029783","doi":"10.1097/imi.0b013e3182167feb","title":"Minimally Invasive versus Conventional Open Mitral Valve Surgery a Meta-Analysis and Systematic Review","year":2011,"lang":"en","type":"article","venue":"Innovations Technology and Techniques in Cardiothoracic and Vascular Surgery","topic":"Cardiac and Coronary Surgery Techniques","field":"Medicine","cited_by":323,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Impact; London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Stroke (engine); Randomized controlled trial; Atrial fibrillation; Surgery; Confidence interval; Mitral valve repair; Meta-analysis; Cochrane Library; Thoracotomy; Relative risk; Mitral valve; Internal medicine; Cardiology","authors":[{"name":"Davy Cheng","is_ca":true},{"name":"Janet Martin","is_ca":true},{"name":"Avtar Lal","is_ca":true},{"name":"Anno Diegeler","is_ca":false},{"name":"Thierry Folliguet","is_ca":false},{"name":"L. Wiley Nifong","is_ca":false},{"name":"Patrick Perier","is_ca":false},{"name":"Ehud Raanani","is_ca":false},{"name":"J. Michael Smith","is_ca":false},{"name":"Joerg Seeburger","is_ca":false},{"name":"Volkmar Falk","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08149732284949501,"gpt":0.333687899432458,"spread":0.252190576582963,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.01518994,0.003117306,0.01839386,0.004934086,0.0005238638,0.003219249,0.002231454,0.002501855,0.003580131],"category_scores_gemma":[0.03883288,0.001705509,0.04652688,0.005138694,0.0006555879,0.001575574,0.001321764,0.002039959,0.0003074771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001963983,"about_ca_system_score_gemma":0.002158348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005392127,"about_ca_topic_score_gemma":0.008711998,"domain_scores_codex":[0.9868695,0.008518058,0.002159551,0.001232585,0.0009065341,0.0003136868],"domain_scores_gemma":[0.976354,0.01870886,0.00290318,0.0006801617,0.001016057,0.0003377121],"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":[0.00329704,0.00002915452,0.002881146,0.08179607,0.9056851,0.00008701783,0.00003259266,0.0007159176,0.0001150859,0.00008891887,0.0002742106,0.004997724],"study_design_scores_gemma":[0.0008960856,0.0002741959,0.002157989,0.006287685,0.9892569,0.00005985212,0.00001999592,0.0002565073,0.00006251952,0.0001552262,0.000558706,0.00001424701],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01326555,0.984029,0.0009534515,0.0003199831,0.0003010585,0.0002625078,0.0004895163,0.00003382838,0.0003451176],"genre_scores_gemma":[0.385341,0.6062688,0.004117156,0.001020059,0.0006685267,0.001249161,0.0008733991,0.00004338348,0.0004185127],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9816061,"threshold_uncertainty_score":0.08033305,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1982160245","doi":"10.1097/imi.0b013e318216be5c","title":"Minimally Invasive versus Open Mitral Valve Surgery a Consensus Statement of the International Society of Minimally Invasive Coronary Surgery (ISMICS) 2010","year":2011,"lang":"en","type":"article","venue":"Innovations Technology and Techniques in Cardiothoracic and Vascular Surgery","topic":"Cardiac and Coronary Surgery Techniques","field":"Medicine","cited_by":181,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Impact; London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Randomized controlled trial; Atrial fibrillation; Mitral valve; Evidence-based medicine; Mitral regurgitation; MitraClip; Mitral valve repair; Intensive care unit; Surgery; Cardiac surgery; Median sternotomy; Intensive care medicine; Cardiology; Internal medicine","authors":[{"name":"Volkmar Falk","is_ca":false},{"name":"Davy Cheng","is_ca":true},{"name":"Janet Martin","is_ca":true},{"name":"Anno Diegeler","is_ca":false},{"name":"Thierry Folliguet","is_ca":false},{"name":"L. Wiley Nifong","is_ca":false},{"name":"Patrick Perier","is_ca":false},{"name":"Ehud Raanani","is_ca":false},{"name":"J. Michael Smith","is_ca":false},{"name":"Joerg Seeburger","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05055485478162831,"gpt":0.3006758959077814,"spread":0.2501210411261531,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1462014,0.002389906,0.006610231,0.007854581,0.00350913,0.007402142,0.008272502,0.01815606,0.003371837],"category_scores_gemma":[0.2146722,0.001742256,0.009718692,0.004827712,0.003623475,0.004504499,0.007442421,0.0241154,0.002465382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01084944,"about_ca_system_score_gemma":0.05306654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006725442,"about_ca_topic_score_gemma":0.007998755,"domain_scores_codex":[0.898024,0.04396939,0.03698142,0.003094211,0.01588409,0.002046955],"domain_scores_gemma":[0.7866266,0.0848327,0.02427995,0.002995985,0.08869568,0.01256913],"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":[0.001565244,0.000277381,0.003375598,0.05964667,0.003628835,0.0005318891,0.002196368,0.001332067,0.00246248,0.008567285,0.665674,0.2507423],"study_design_scores_gemma":[0.002049874,0.0005360732,0.006860324,0.2480641,0.007761461,0.0009847627,0.002443861,0.001566626,0.002137771,0.02363483,0.7034978,0.0004625365],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.003294254,0.2131295,0.01268637,0.664103,0.08995964,0.005377243,0.00313239,0.0001258665,0.00819179],"genre_scores_gemma":[0.06775603,0.359005,0.2051915,0.2883097,0.04250492,0.01868484,0.008878456,0.0003739545,0.009295531],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.1462014,"threshold_uncertainty_score":0.7731962,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2136358243","doi":"10.1097/01243895-200512000-00002","title":"Off-Pump versus Conventional Coronary Artery Bypass Grafting: A Meta-Analysis and Consensus Statement From The 2004 ISMICS Consensus Conference","year":2005,"lang":"en","type":"article","venue":"Innovations Technology and Techniques in Cardiothoracic and Vascular Surgery","topic":"Cardiac and Coronary Surgery Techniques","field":"Medicine","cited_by":150,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Perioperative; Randomized controlled trial; Meta-analysis; Off-pump coronary artery bypass; Revascularization; Intensive care medicine; Surgery; Bypass grafting; Artery; Internal medicine; Myocardial infarction","authors":[{"name":"John D. Puskas","is_ca":false},{"name":"Davy Cheng","is_ca":true},{"name":"John Knight","is_ca":false},{"name":"Gianni D. Angelini","is_ca":false},{"name":"Didier DeCannier","is_ca":false},{"name":"Anno Diegeler","is_ca":false},{"name":"Mercedes Dullum","is_ca":false},{"name":"Janet Martin","is_ca":true},{"name":"Masami Ochi","is_ca":false},{"name":"Nirav Patel","is_ca":false},{"name":"Eugene K.W. Sim","is_ca":false},{"name":"Naresh Trehan","is_ca":false},{"name":"Vipin Zamvar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05026066813237014,"gpt":0.3152735606778492,"spread":0.2650128925454791,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.1303207,0.003255292,0.0148744,0.006341968,0.0009551929,0.004899095,0.00498801,0.006471125,0.002541463],"category_scores_gemma":[0.185783,0.002093495,0.03009715,0.004544004,0.001242341,0.002460478,0.00230955,0.004594145,0.0004198696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004723995,"about_ca_system_score_gemma":0.006611327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005263485,"about_ca_topic_score_gemma":0.006118407,"domain_scores_codex":[0.8963093,0.07385333,0.01600598,0.004990078,0.007970297,0.0008710297],"domain_scores_gemma":[0.840948,0.1224828,0.01491453,0.003938708,0.01611847,0.001597455],"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":[0.008980162,0.0001101138,0.01425516,0.2003057,0.6836247,0.0004708425,0.0005473758,0.004255252,0.0007985528,0.002115333,0.02056825,0.06396855],"study_design_scores_gemma":[0.008059652,0.0006158126,0.01312237,0.08051977,0.8727983,0.0003336419,0.0002345515,0.002629432,0.0009336421,0.006808592,0.01374669,0.000197622],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01630419,0.9365513,0.01029807,0.02597595,0.004369137,0.0024753,0.002275896,0.0001032337,0.001646858],"genre_scores_gemma":[0.4041065,0.4923999,0.0522668,0.02947176,0.005245669,0.01061528,0.004487655,0.0002175391,0.001188957],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9851256,"threshold_uncertainty_score":0.6892097,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2086857297","doi":"10.1097/imi.0b013e3181662c6a","title":"Video-Assisted Thoracic Surgery in Lung Cancer Resection","year":2007,"lang":"en","type":"article","venue":"Innovations Technology and Techniques in Cardiothoracic and Vascular Surgery","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":129,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Randomized controlled trial; Thoracotomy; Cardiothoracic surgery; Surgery; Odds ratio; Video-assisted thoracoscopic surgery; Lung cancer; Confidence interval; Clinical endpoint; Anesthesia; Internal medicine","authors":[{"name":"Davy Cheng","is_ca":true},{"name":"Robert J. Downey","is_ca":false},{"name":"Kemp H. Kernstine","is_ca":false},{"name":"Rex Stanbridge","is_ca":false},{"name":"Hani Shennib","is_ca":false},{"name":"Randall K. Wolf","is_ca":false},{"name":"Toshiya Ohtsuka","is_ca":false},{"name":"Ralph A. Schmid","is_ca":false},{"name":"David Waller","is_ca":false},{"name":"Hiran C. Fernando","is_ca":false},{"name":"Anthony P.C. Yim","is_ca":false},{"name":"Janet Martin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02180090151545847,"gpt":0.3534849307656812,"spread":0.3316840292502228,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006083785,0.0009441791,0.00450115,0.001123535,0.00023565,0.001229555,0.00102361,0.001107893,0.002166357],"category_scores_gemma":[0.01593812,0.0004954148,0.01619053,0.001768413,0.000354458,0.0006153575,0.00050694,0.001232257,0.0001210592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008393216,"about_ca_system_score_gemma":0.0007976347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005202626,"about_ca_topic_score_gemma":0.006208243,"domain_scores_codex":[0.9943286,0.003617749,0.0007407255,0.0006955626,0.0004539099,0.0001635816],"domain_scores_gemma":[0.9918486,0.006311569,0.001230346,0.0001987096,0.0002555391,0.0001552598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"observational","study_design_scores_codex":[0.03632145,0.0001715058,0.0377968,0.05334558,0.8240686,0.0001751919,0.00006044396,0.002312719,0.0005129585,0.000246277,0.0007810745,0.04420738],"study_design_scores_gemma":[0.01238734,0.006970207,0.05369036,0.007301416,0.9135019,0.0003232091,0.00007666222,0.001492723,0.0005265605,0.000435362,0.003259994,0.00003430601],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1075925,0.8886918,0.0008137042,0.0006196263,0.0006222896,0.0001392859,0.0006200438,0.00002910396,0.0008715684],"genre_scores_gemma":[0.8482246,0.1484582,0.001079726,0.0006232565,0.0005925546,0.0001994983,0.0005195499,0.00001223945,0.0002903919],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006083785,"threshold_uncertainty_score":0.03217453,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2018940071","doi":"10.1097/01.gim.0000196315.32179.82","title":"Endoscopic Vascular Harvest in Coronary Artery Bypass Grafting Surgery: A Consensus Statement of the International Society of Minimally Invasive Cardiothoracic Surgery (ISMICS) 2005","year":2005,"lang":"en","type":"article","venue":"Innovations Technology and Techniques in Cardiothoracic and Vascular Surgery","topic":"Cardiac and Coronary Surgery Techniques","field":"Medicine","cited_by":100,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"London Health Sciences Centre; Western University","funders":"American Heart Association","keywords":"Medicine; Randomized controlled trial; Vein; Bypass grafting; Surgery; Artery","authors":[{"name":"Keith B. Allen","is_ca":false},{"name":"Davy Cheng","is_ca":true},{"name":"William E. Cohn","is_ca":false},{"name":"Mark Connolly","is_ca":false},{"name":"James R. Edgerton","is_ca":false},{"name":"Volkmar Falk","is_ca":false},{"name":"Janet Martin","is_ca":true},{"name":"Toshiya Ohtsuka","is_ca":false},{"name":"Richard Vitali","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01784400512793162,"gpt":0.2762697624760922,"spread":0.2584257573481606,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08675239,0.001746629,0.00408166,0.006057433,0.003202525,0.004434942,0.007087826,0.01226077,0.0027431],"category_scores_gemma":[0.1039606,0.001250015,0.006037075,0.003525133,0.002950465,0.003446759,0.005882945,0.01396051,0.001865144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006238143,"about_ca_system_score_gemma":0.04067585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005103139,"about_ca_topic_score_gemma":0.005686958,"domain_scores_codex":[0.937346,0.02541026,0.02191045,0.001973113,0.01176768,0.001592389],"domain_scores_gemma":[0.882517,0.0366645,0.01114637,0.001741771,0.05978166,0.008148681],"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":[0.0004077741,0.0004187429,0.005425004,0.02988677,0.001182758,0.001335594,0.003763388,0.002342862,0.002960411,0.009175116,0.55853,0.3845715],"study_design_scores_gemma":[0.0008632756,0.0006548195,0.01069894,0.0943974,0.002532233,0.003544968,0.004317968,0.003385622,0.002815725,0.02746522,0.8489546,0.000369228],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.009094961,0.1754209,0.04786226,0.6731188,0.06853383,0.008362219,0.002873759,0.0002935755,0.01443968],"genre_scores_gemma":[0.1115572,0.242808,0.4169926,0.1578633,0.02858753,0.01797651,0.01096399,0.000371271,0.0128796],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08675239,"threshold_uncertainty_score":0.458796,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2133092517","doi":"10.1097/imi.0b013e3182747699","title":"Drug, Devices, Technologies, and Techniques for Blood Management in Minimally Invasive and Conventional Cardiothoracic Surgery a Consensus Statement from the International Society for Minimally Invasive Cardiothoracic Surgery (ISMICS) 2011","year":2012,"lang":"en","type":"article","venue":"Innovations Technology and Techniques in Cardiothoracic and Vascular Surgery","topic":"Cardiac and Coronary Surgery Techniques","field":"Medicine","cited_by":97,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Victoria General Hospital; South Bruce Grey Health Centre; St. Michael's Hospital; Western University; University of Manitoba","funders":"National Institute for Health and Care Research","keywords":"Medicine; Tranexamic acid; Perioperative; Blood management; Cardiopulmonary bypass; Fresh frozen plasma; Aprotinin; Cardiac surgery; Intensive care medicine; Cardiothoracic surgery; Surgery; Anesthesia; Internal medicine; Platelet; Blood loss","authors":[{"name":"Alan H. Menkis","is_ca":true},{"name":"Janet Martin","is_ca":true},{"name":"Davy Cheng","is_ca":true},{"name":"David Fitzgerald","is_ca":false},{"name":"John Freedman","is_ca":true},{"name":"Changqing Gao","is_ca":false},{"name":"Andreas Koster","is_ca":false},{"name":"G. Scott Mackenzie","is_ca":true},{"name":"Gavin J. Murphy","is_ca":false},{"name":"Bruce D. Spiess","is_ca":false},{"name":"Niv Ad","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02410501656920968,"gpt":0.2909918065411397,"spread":0.26688678997193,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07068716,0.002419436,0.006853871,0.01337781,0.001965365,0.004833566,0.006412826,0.01026519,0.003093533],"category_scores_gemma":[0.08606745,0.001900515,0.009840634,0.007702121,0.002412733,0.006116673,0.005113475,0.009313896,0.001949726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007170687,"about_ca_system_score_gemma":0.04753518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007022432,"about_ca_topic_score_gemma":0.01276811,"domain_scores_codex":[0.9469368,0.01772985,0.02288426,0.001507231,0.01000162,0.0009403029],"domain_scores_gemma":[0.8791476,0.06058782,0.01738866,0.002018737,0.03817679,0.002680522],"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":[0.0004743234,0.0001990818,0.001555799,0.202998,0.001748259,0.000420546,0.000964811,0.0007872317,0.001753108,0.006570238,0.3338464,0.4486821],"study_design_scores_gemma":[0.0005082359,0.0003171028,0.00367619,0.3807441,0.004494584,0.001206449,0.0008266261,0.0004988932,0.0008569176,0.008680794,0.5980086,0.0001814675],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0007342391,0.8773813,0.003921942,0.09762058,0.01300374,0.00198819,0.000963243,0.00006099261,0.0043258],"genre_scores_gemma":[0.009517212,0.8598468,0.06014203,0.05343958,0.005776507,0.00486346,0.002581354,0.00009660539,0.003736459],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.07068716,"threshold_uncertainty_score":0.3738339,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2942618154","doi":"10.1177/1556984519837027","title":"Optimal Approach to Lobectomy for Non-Small Cell Lung Cancer: Systemic Review and Meta-Analysis","year":2019,"lang":"en","type":"review","venue":"Innovations Technology and Techniques in Cardiothoracic and Vascular Surgery","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":95,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Joseph’s Healthcare Hamilton; University of Ottawa; Western University","funders":"","keywords":"Medicine; Lung cancer; Pneumonectomy; Meta-analysis; Oncology; Internal medicine; Intensive care medicine; General surgery","authors":[{"name":"Calvin S.H. Ng","is_ca":false},{"name":"John K MacDonald","is_ca":true},{"name":"Sébastien Gilbert","is_ca":true},{"name":"Ali Zamir Khan","is_ca":false},{"name":"Young Tae Kim","is_ca":false},{"name":"Brian E. Louie","is_ca":false},{"name":"M. Blair Marshall","is_ca":false},{"name":"Ricardo Sales dos Santos","is_ca":false},{"name":"Marco Scarci","is_ca":false},{"name":"Yaron Shargal","is_ca":true},{"name":"Hiran C. Fernando","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06185181389133679,"gpt":0.3766832116417533,"spread":0.3148313977504165,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01330433,0.002368393,0.01470473,0.007300397,0.0006313391,0.00346775,0.002103677,0.002039216,0.004090771],"category_scores_gemma":[0.02842199,0.001195036,0.03381871,0.006682066,0.0006793843,0.002168929,0.001516763,0.001837887,0.0003329037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003089959,"about_ca_system_score_gemma":0.004198865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00477218,"about_ca_topic_score_gemma":0.011904,"domain_scores_codex":[0.9921187,0.003291033,0.002411718,0.0009480634,0.0009849415,0.0002454938],"domain_scores_gemma":[0.9846977,0.01105208,0.002483363,0.0002936376,0.001232673,0.0002405549],"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":[0.001949421,0.0000373213,0.004520516,0.522787,0.4461064,0.0001290936,0.0001046167,0.0005160118,0.0002804752,0.0001987788,0.0007751852,0.02259512],"study_design_scores_gemma":[0.0006011863,0.0002054436,0.003963816,0.0538713,0.9379219,0.0001127418,0.00007052526,0.000183981,0.0001399892,0.0003232747,0.002576463,0.00002925853],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002159534,0.9967576,0.0002482262,0.0002244304,0.00008722873,0.0001348639,0.0002134313,0.00001044138,0.0001641901],"genre_scores_gemma":[0.1112707,0.884491,0.001638497,0.0009870944,0.0002514248,0.0005807067,0.0005574593,0.0000220113,0.000201268],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01470473,"threshold_uncertainty_score":0.0703609,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2005859354","doi":"10.1097/imi.0b013e3181d9199b","title":"Surgical Ablation for Atrial Fibrillation in Cardiac Surgery a Meta-Analysis and Systematic Review","year":2010,"lang":"en","type":"article","venue":"Innovations Technology and Techniques in Cardiothoracic and Vascular Surgery","topic":"Atrial Fibrillation Management and Outcomes","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":"Impact; London Health Sciences Centre; Western University","funders":"","keywords":"Atrial fibrillation; Medicine; Cardiac surgery; Cardiology; Ablation; Internal medicine; Meta-analysis","authors":[{"name":"Davy Cheng","is_ca":true},{"name":"Niv Ad","is_ca":false},{"name":"Janet Martin","is_ca":true},{"name":"Eva Berglin","is_ca":false},{"name":"Byung‐Chul Chang","is_ca":false},{"name":"George Doukas","is_ca":false},{"name":"James S. Gammie","is_ca":false},{"name":"Takashi Nitta","is_ca":false},{"name":"Randall K. Wolf","is_ca":false},{"name":"John D. Puskas","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05656414549925746,"gpt":0.3602533249460038,"spread":0.3036891794467463,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01236356,0.002745676,0.01737317,0.005674397,0.0005436287,0.002842695,0.001896052,0.002170476,0.003427613],"category_scores_gemma":[0.03834322,0.001581939,0.04394966,0.00608792,0.0005665392,0.001433563,0.001148388,0.002013206,0.0002953871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00230381,"about_ca_system_score_gemma":0.002947924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00684474,"about_ca_topic_score_gemma":0.0132518,"domain_scores_codex":[0.9892817,0.006755942,0.002011488,0.0008281841,0.0008397084,0.0002831425],"domain_scores_gemma":[0.9797779,0.0157388,0.002667513,0.0004900861,0.001065717,0.0002599117],"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":[0.002286565,0.00002875286,0.003662437,0.1683643,0.8144084,0.0001455269,0.00004570015,0.0009437436,0.0001531285,0.0001253585,0.0006663464,0.009169791],"study_design_scores_gemma":[0.0006757607,0.0002131108,0.002792829,0.01288604,0.9817719,0.00009415863,0.00002404779,0.0002873727,0.00007269141,0.0001605434,0.001005686,0.00001587217],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.007199044,0.9906663,0.0006482962,0.0002570788,0.0001846895,0.0002512453,0.0004444437,0.00002606564,0.0003227996],"genre_scores_gemma":[0.2033204,0.790461,0.00295828,0.0007312816,0.0003758058,0.001130546,0.00068916,0.00002804032,0.0003053875],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01737317,"threshold_uncertainty_score":0.06538552,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4247336302","doi":"10.1177/155698451000500608","title":"Thromboembolic Events in Patients on Extracorporeal Membrane Oxygenation without Anticoagulation","year":2010,"lang":"en","type":"article","venue":"Innovations Technology and Techniques in Cardiothoracic and Vascular Surgery","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":75,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Providence Health Care","funders":"","keywords":"Medicine; Extracorporeal membrane oxygenation; Interquartile range; Membrane oxygenator; Cardiogenic shock; Anesthesia; Thrombosis; Oxygenator; Surgery; Packed red blood cells; Cardiology; Cardiopulmonary bypass; Blood transfusion; Myocardial infarction","authors":[{"name":"Yoan Lamarche","is_ca":true},{"name":"Bryan Chow","is_ca":true},{"name":"Annie Bédard","is_ca":true},{"name":"Navreet Johal","is_ca":true},{"name":"Annemarie Kaan","is_ca":true},{"name":"Karin H. Humphries","is_ca":true},{"name":"Anson Cheung","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01144946351332665,"gpt":0.2530093959086448,"spread":0.2415599323953181,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003835255,0.000201123,0.0004541709,0.0006425189,0.0003530796,0.000578942,0.0001804935,0.0003174885,0.001494137],"category_scores_gemma":[0.002065428,0.00009711087,0.0002204274,0.001195491,0.0001965226,0.0004021607,0.0003051129,0.0004095472,0.0001531037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001543479,"about_ca_system_score_gemma":0.0003491051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004323703,"about_ca_topic_score_gemma":0.000517763,"domain_scores_codex":[0.9996002,0.00007063595,0.00008335388,0.00006192231,0.0001000947,0.0000837063],"domain_scores_gemma":[0.9983842,0.0003836988,0.0008708007,0.00005347146,0.00007496329,0.0002327426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001070917,0.00003994698,0.9936175,0.00002554029,0.0000255379,0.001411723,0.00004445372,0.00003503788,0.0002344924,0.00003327182,0.0001549238,0.004270501],"study_design_scores_gemma":[0.00003439267,0.0004478201,0.9827452,0.00005146788,0.00004174632,0.01496422,0.0001861363,0.0001920213,0.0001572574,0.0001009046,0.001072826,0.000005904691],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963555,0.001809008,0.0001303063,0.00009585256,0.00001682318,0.0000177946,0.0002665693,0.000004789648,0.001303318],"genre_scores_gemma":[0.9978279,0.001022669,0.0001760046,0.0001259261,0.00009769484,0.0000159726,0.0005414104,0.000001972498,0.000190416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001494137,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2411849146","doi":"10.1097/imi.0000000000000184","title":"ISMICS Consensus Conference and Statements of Randomized Controlled Trials of Off-Pump versus Conventional Coronary Artery Bypass Surgery","year":2015,"lang":"en","type":"review","venue":"Innovations Technology and Techniques in Cardiothoracic and Vascular Surgery","topic":"Cardiac and Coronary Surgery Techniques","field":"Medicine","cited_by":70,"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; Libin Cardiovascular Institute of Alberta; University of Calgary; Impact; Western University","funders":"","keywords":"Medicine; Randomized controlled trial; Off-pump coronary artery bypass; Meta-analysis; Atrial fibrillation; Internal medicine; Artery; Intensive care medicine; Surgery; Cardiology; Bypass grafting","authors":[{"name":"John D. Puskas","is_ca":false},{"name":"Janet Martin","is_ca":true},{"name":"Davy Cheng","is_ca":true},{"name":"Stefano Benussi","is_ca":false},{"name":"Johannes Bonatti","is_ca":false},{"name":"Anno Diegeler","is_ca":false},{"name":"Francis D. Ferdinand","is_ca":false},{"name":"Teresa M. Kieser","is_ca":true},{"name":"André Lamy","is_ca":true},{"name":"Michael J. Mack","is_ca":false},{"name":"Nirav Patel","is_ca":false},{"name":"Marc Ruel","is_ca":true},{"name":"Joseph F. Sabik","is_ca":false},{"name":"Bobby Yanagawa","is_ca":false},{"name":"Vipin Zamvar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09238636353206435,"gpt":0.4007184046642744,"spread":0.3083320411322101,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.4551143,0.004475663,0.01246731,0.01381684,0.005479573,0.01295371,0.01633982,0.0287257,0.007227335],"category_scores_gemma":[0.4773477,0.004768508,0.02081062,0.009050589,0.005635505,0.00627461,0.01310513,0.03295563,0.004875223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01337417,"about_ca_system_score_gemma":0.07806458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004802787,"about_ca_topic_score_gemma":0.003132351,"domain_scores_codex":[0.4899337,0.2901218,0.1595992,0.01165438,0.0434494,0.005241526],"domain_scores_gemma":[0.4041915,0.2549735,0.08009826,0.02561493,0.2151557,0.01996618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","study_design_scores_codex":[0.002685836,0.0004152752,0.002263083,0.0996054,0.008089114,0.0006070028,0.00362906,0.003161675,0.001903886,0.0277874,0.6355547,0.2142975],"study_design_scores_gemma":[0.004200672,0.0006209358,0.003199199,0.2004665,0.008186013,0.0007370423,0.001049158,0.00339049,0.002278599,0.04322051,0.7320715,0.0005792854],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.003339059,0.1635466,0.106517,0.5127279,0.1414987,0.04486119,0.008952887,0.0009776402,0.01757902],"genre_scores_gemma":[0.0333298,0.0859352,0.6021111,0.1346526,0.02920807,0.09414444,0.01172802,0.0006765337,0.008214216],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.4551143,"threshold_uncertainty_score":0.6719411,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2129309627","doi":"10.1097/imi.0b013e3181d72939","title":"Surgical Ablation for Atrial Fibrillation in Cardiac Surgery a Consensus Statement of the International Society of Minimally Invasive Cardiothoracic Surgery (ISMICS) 2009","year":2010,"lang":"en","type":"article","venue":"Innovations Technology and Techniques in Cardiothoracic and Vascular Surgery","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Impact; London Health Sciences Centre; Western University","funders":"American Heart Association","keywords":"Medicine; Atrial fibrillation; Sinus rhythm; Randomized controlled trial; Cardiac surgery; Cardiology; Internal medicine; Cardiothoracic surgery; Surgery","authors":[{"name":"Niv Ad","is_ca":false},{"name":"Davy Cheng","is_ca":true},{"name":"Janet Martin","is_ca":true},{"name":"Eva Berglin","is_ca":false},{"name":"Byung‐Chul Chang","is_ca":false},{"name":"George Doukas","is_ca":false},{"name":"James S. Gammie","is_ca":false},{"name":"Takashi Nitta","is_ca":false},{"name":"Randall K. Wolf","is_ca":false},{"name":"John D. Puskas","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03399417693499208,"gpt":0.3278081010292874,"spread":0.2938139240942954,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08300685,0.001761764,0.003838626,0.005658427,0.00239622,0.004273847,0.005752076,0.01058746,0.003833253],"category_scores_gemma":[0.1108789,0.001116718,0.006479795,0.003193087,0.002276625,0.002720827,0.005690819,0.01321957,0.002476094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006616317,"about_ca_system_score_gemma":0.04665936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005261461,"about_ca_topic_score_gemma":0.006889903,"domain_scores_codex":[0.93447,0.02864784,0.02124871,0.002035275,0.01201683,0.001581404],"domain_scores_gemma":[0.8742662,0.0387495,0.01452729,0.002066161,0.0621465,0.008244367],"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":[0.0002970511,0.0003021669,0.00306851,0.02860078,0.001088446,0.0006481839,0.001468177,0.001542822,0.001703656,0.007089631,0.6408285,0.313362],"study_design_scores_gemma":[0.000812682,0.0004323772,0.006784736,0.09991013,0.00194253,0.001796026,0.001387981,0.001459517,0.001393622,0.01707272,0.8667939,0.0002136914],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.004419493,0.2110388,0.0287511,0.6466184,0.07672448,0.009600863,0.003098605,0.0002234002,0.01952492],"genre_scores_gemma":[0.06520919,0.3458383,0.2826886,0.2143391,0.03908581,0.02171011,0.01322654,0.000329267,0.01757298],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08300685,"threshold_uncertainty_score":0.4389874,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2888253094","doi":"10.1097/imi.0000000000000535","title":"Outcomes of Impella 5.0 in Cardiogenic Shock","year":2018,"lang":"en","type":"review","venue":"Innovations Technology and Techniques in Cardiothoracic and Vascular Surgery","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":61,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Cardiogenic shock; Impella; Medicine; Myocardial infarction; Internal medicine; Cardiology; Heart failure; Shock (circulatory); Acute decompensated heart failure; Myocardial infarction complications","authors":[{"name":"George Batsides","is_ca":false},{"name":"Anson Cheung","is_ca":true},{"name":"Edward G. Soltesz","is_ca":false},{"name":"Danny Ramzy","is_ca":false},{"name":"Mark Anderson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0283181585289895,"gpt":0.3075168334249381,"spread":0.2791986748959486,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006882328,0.001045367,0.003975739,0.004390758,0.0002455176,0.00186628,0.0009772838,0.0008752876,0.001722268],"category_scores_gemma":[0.01817446,0.0004823554,0.01003029,0.00332983,0.000394119,0.0009770287,0.0009387003,0.0008523616,0.0001245209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009332849,"about_ca_system_score_gemma":0.0009827482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001324476,"about_ca_topic_score_gemma":0.002581505,"domain_scores_codex":[0.995112,0.002212079,0.001394795,0.0004030241,0.0007407392,0.000137335],"domain_scores_gemma":[0.9842207,0.009664156,0.005061608,0.0002027875,0.0007027859,0.0001478082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.007063892,0.0002384175,0.0681623,0.4538936,0.3254443,0.0003438643,0.00026503,0.00156035,0.000650813,0.000428316,0.001316128,0.140633],"study_design_scores_gemma":[0.002125897,0.005498311,0.1178703,0.1153774,0.7420594,0.001337672,0.0005460706,0.0008390533,0.001007666,0.0009461642,0.01227261,0.0001194742],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01803928,0.980775,0.0001778167,0.0002274855,0.00007098353,0.00005116395,0.0002660993,0.000005337638,0.0003868033],"genre_scores_gemma":[0.4520504,0.5445656,0.001034321,0.0007639119,0.0005662163,0.0001997814,0.0006460806,0.000009170885,0.0001645264],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006882328,"threshold_uncertainty_score":0.03639764,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2762654908","doi":"10.1097/imi.0000000000000410","title":"Endoscopic Conduit Harvest in Coronary Artery Bypass Grafting Surgery","year":2017,"lang":"en","type":"review","venue":"Innovations Technology and Techniques in Cardiothoracic and Vascular Surgery","topic":"Cardiac and Coronary Surgery Techniques","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kingston General Hospital; Western University","funders":"","keywords":"Medicine; Randomized controlled trial; Surgery; Adverse effect; Vein; Artery; Bypass grafting; Clinical trial; Coronary artery bypass surgery; Internal medicine","authors":[{"name":"Francis D. Ferdinand","is_ca":false},{"name":"John K MacDonald","is_ca":true},{"name":"Husam H. Balkhy","is_ca":false},{"name":"Gianluigi Bisleri","is_ca":true},{"name":"Ho Young Hwang","is_ca":false},{"name":"Patricia Northrup","is_ca":false},{"name":"Richard Trimlett","is_ca":false},{"name":"Lai Wei","is_ca":false},{"name":"Bob Kiaii","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0666317297857883,"gpt":0.3611048926071028,"spread":0.2944731628213145,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04740175,0.001516076,0.007205919,0.004736457,0.0005090873,0.003219528,0.003025125,0.003602079,0.001874917],"category_scores_gemma":[0.06794506,0.0008165315,0.007403648,0.002578753,0.001099637,0.001778959,0.001618332,0.003014739,0.0003153602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001855453,"about_ca_system_score_gemma":0.005703054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001666443,"about_ca_topic_score_gemma":0.003119863,"domain_scores_codex":[0.963744,0.02133836,0.009116662,0.001500803,0.003981343,0.0003188601],"domain_scores_gemma":[0.9438072,0.03706764,0.01038525,0.0008104325,0.007333213,0.0005961527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003956339,0.0001827647,0.004750517,0.5294834,0.07581701,0.0002733198,0.0003787715,0.001963646,0.001814916,0.002220313,0.01422996,0.364929],"study_design_scores_gemma":[0.01005609,0.003906293,0.0147837,0.6329023,0.2233946,0.001164547,0.0007133159,0.002616183,0.002365037,0.009745076,0.09810442,0.0002483446],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002169587,0.9890665,0.001138423,0.005049017,0.001582686,0.0002525228,0.000117148,0.00001331368,0.0006108524],"genre_scores_gemma":[0.09750113,0.872945,0.01245793,0.01103788,0.003870368,0.001254029,0.0004631815,0.00002671826,0.0004437316],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04740175,"threshold_uncertainty_score":0.2506874,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2432519433","doi":"10.1097/imi.0000000000000200","title":"Retained Blood Syndrome after Cardiac Surgery: A New Look at an Old Problem","year":2015,"lang":"en","type":"review","venue":"Innovations Technology and Techniques in Cardiothoracic and Vascular Surgery","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":57,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Montreal Heart Institute","funders":"","keywords":"Medicine; Etiology; Cardiac surgery; Intensive care medicine; Acute coronary syndrome; Cardiothoracic surgery; Atrial fibrillation; Surgery; Internal medicine; Myocardial infarction","authors":[{"name":"Edward M. Boyle","is_ca":false},{"name":"A. Marc Gillinov","is_ca":false},{"name":"William E. Cohn","is_ca":false},{"name":"S. Jill Ley","is_ca":false},{"name":"Theodor Fischlein","is_ca":false},{"name":"Louis P. Perrault","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05380287467926663,"gpt":0.3704839022507284,"spread":0.3166810275714618,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005940011,0.0005498831,0.001154134,0.003387886,0.0005004625,0.001500415,0.0006363037,0.001644286,0.002203668],"category_scores_gemma":[0.002213021,0.0001713278,0.0005831565,0.003566872,0.000902598,0.002831993,0.0007860403,0.001758444,0.0004011516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006780564,"about_ca_system_score_gemma":0.002765104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002128067,"about_ca_topic_score_gemma":0.00322925,"domain_scores_codex":[0.9996032,0.00007849424,0.0001019183,0.00004713516,0.0001346821,0.0000346522],"domain_scores_gemma":[0.9986681,0.0007703625,0.0002225983,0.00002455242,0.0002534525,0.000060956],"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":[0.00007923476,0.00007464665,0.002139036,0.05041168,0.0001984092,0.002103487,0.0007641236,0.0002493569,0.0007792414,0.006077426,0.04537194,0.8917513],"study_design_scores_gemma":[0.00002721754,0.0001889515,0.009184615,0.04725622,0.0004725782,0.02477735,0.002115426,0.0001822325,0.0003690807,0.007087841,0.908273,0.00006541582],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001608617,0.9984294,0.00004801332,0.0008104347,0.0002489838,0.000001517873,0.000007400032,0.000002930438,0.0002904161],"genre_scores_gemma":[0.001992805,0.996781,0.0001002598,0.0005224801,0.0004314532,0.000002414399,0.00001280018,9.044668e-7,0.0001558917],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003387886,"threshold_uncertainty_score":0.007372022,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2620677309","doi":"10.1097/imi.0000000000000372","title":"The Perceval Sutureless Aortic Valve","year":2017,"lang":"en","type":"review","venue":"Innovations Technology and Techniques in Cardiothoracic and Vascular Surgery","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Montreal Heart Institute; Western University; Memorial University of Newfoundland","funders":"","keywords":"Medicine; Aortic valve replacement; Aortic valve; Hemodynamics; Cardiology; Internal medicine; Prosthesis; Stenosis; Endocarditis; Surgery; Cochrane Library; Meta-analysis","authors":[{"name":"Ramsey Powell","is_ca":true},{"name":"Marc Pelletier","is_ca":false},{"name":"Michael Chu","is_ca":true},{"name":"Denis Bouchard","is_ca":true},{"name":"Kevin N. Melvin","is_ca":true},{"name":"Corey Adams","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05001482146393219,"gpt":0.4248892526457933,"spread":0.3748744311818611,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001428122,0.0004951297,0.001735486,0.002909567,0.0001711728,0.001310094,0.0006088043,0.000516721,0.001704628],"category_scores_gemma":[0.003687737,0.0002610823,0.002110195,0.001876318,0.0003961773,0.0009077101,0.0005155799,0.0007312915,0.000296941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005179908,"about_ca_system_score_gemma":0.0008133627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006786091,"about_ca_topic_score_gemma":0.001514086,"domain_scores_codex":[0.9987509,0.0002711326,0.0004293761,0.0001608259,0.0003622079,0.00002560114],"domain_scores_gemma":[0.9976128,0.001374691,0.0007681576,0.00003992066,0.0001599,0.00004449676],"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":[0.001385023,0.00005460893,0.003798025,0.3362233,0.007549254,0.0002839078,0.0001015635,0.0002367229,0.002329519,0.001209325,0.002678344,0.6441505],"study_design_scores_gemma":[0.002665946,0.007322618,0.08452647,0.3874198,0.09375111,0.0236748,0.0007230173,0.0006726398,0.005853333,0.004561414,0.3886046,0.0002242485],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001455056,0.997795,0.0001288746,0.00006337629,0.00005962231,0.00001707387,0.00003562371,0.000003358426,0.0004420403],"genre_scores_gemma":[0.02470846,0.9734765,0.0009446606,0.0003100178,0.0001405975,0.0000337077,0.00009953155,0.000003384858,0.0002831318],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002909567,"threshold_uncertainty_score":0.007552743,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2508588483","doi":"10.1097/imi.0000000000000287","title":"International Expert Consensus on Sutureless and Rapid Deployment Valves in Aortic Valve Replacement Using Minimally Invasive Approaches","year":2016,"lang":"en","type":"article","venue":"Innovations Technology and Techniques in Cardiothoracic and Vascular Surgery","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; Trillium Health Centre; McMaster University; Southlake Regional Health Center","funders":"","keywords":"Medicine; Aortic valve replacement; Aortic valve; Intensive care unit; Bicuspid aortic valve; Cardiopulmonary bypass; Surgery; Valve replacement; Extracorporeal circulation; Cardiology; Stenosis; Internal medicine","authors":[{"name":"Mattia Glauber","is_ca":false},{"name":"Simon Moten","is_ca":false},{"name":"Eugenio Quaini","is_ca":false},{"name":"Marco Solinas","is_ca":false},{"name":"Thierry Folliguet","is_ca":false},{"name":"Bart Meuris","is_ca":false},{"name":"Antonio Miceli","is_ca":false},{"name":"Peter Oberwalder","is_ca":false},{"name":"Manfredo Rambaldini","is_ca":false},{"name":"Kevin Teoh","is_ca":true},{"name":"Gopal Bhatnagar","is_ca":true},{"name":"Michael A. Borger","is_ca":false},{"name":"Denis Bouchard","is_ca":true},{"name":"Olivier Bouchot","is_ca":false},{"name":"Stephen Clark","is_ca":false},{"name":"O. Dapunt","is_ca":false},{"name":"Matteo Ferrarini","is_ca":false},{"name":"Theodor Fischlein","is_ca":false},{"name":"Günther Laufer","is_ca":false},{"name":"Carmelo Mignosa","is_ca":false},{"name":"Russell Millner","is_ca":false},{"name":"Philippe Noirhomme","is_ca":false},{"name":"Steffen Pfeiffer","is_ca":false},{"name":"Xavier Ruyra-Baliarda","is_ca":false},{"name":"Malakh Shrestha","is_ca":false},{"name":"Rakesh M. Suri","is_ca":false},{"name":"Giovanni Troise","is_ca":false},{"name":"Borut Geršak","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04148209034780748,"gpt":0.3379314780508276,"spread":0.2964493877030202,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05992135,0.001901249,0.003397576,0.009994869,0.001311998,0.0036672,0.00544407,0.008333181,0.004897368],"category_scores_gemma":[0.0636921,0.0009571256,0.006515319,0.005088028,0.001558408,0.002941285,0.004556657,0.004774442,0.001856275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004797591,"about_ca_system_score_gemma":0.02144622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005115712,"about_ca_topic_score_gemma":0.005147075,"domain_scores_codex":[0.9456548,0.0192622,0.02162086,0.002212469,0.009479929,0.001769762],"domain_scores_gemma":[0.928544,0.0256184,0.009048311,0.001677702,0.03209582,0.003015757],"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":[0.0004828619,0.0002087422,0.002692543,0.1177081,0.001536418,0.000912138,0.002721434,0.001735973,0.002521044,0.007243464,0.2704614,0.591776],"study_design_scores_gemma":[0.0004736838,0.0003227509,0.006813219,0.2826808,0.004009527,0.001716513,0.002263411,0.001234576,0.001491301,0.01121496,0.6875497,0.0002295837],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.006275636,0.7595908,0.02113382,0.1523665,0.02993341,0.002861021,0.00218695,0.0002397752,0.02541203],"genre_scores_gemma":[0.08233663,0.6881973,0.1367874,0.05634369,0.009537051,0.007622873,0.005947569,0.000194746,0.01303284],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05992135,"threshold_uncertainty_score":0.3168982,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1972979890","doi":"10.1097/01.gim.0000196316.48694.41","title":"Endoscopic Vascular Harvest in Coronary Artery Bypass Grafting Surgery: A Meta-Analysis of Randomized Trials and Controlled Trials","year":2005,"lang":"en","type":"article","venue":"Innovations Technology and Techniques in Cardiothoracic and Vascular Surgery","topic":"Cardiac and Coronary Surgery Techniques","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Randomized controlled trial; Confidence interval; Stroke (engine); Surgery; Angina; Odds ratio; Myocardial infarction; Internal medicine","authors":[{"name":"Davy Cheng","is_ca":true},{"name":"Keith B. Allen","is_ca":false},{"name":"William E. Cohn","is_ca":false},{"name":"Mark Connolly","is_ca":false},{"name":"James R. Edgerton","is_ca":false},{"name":"Volkmar Falk","is_ca":false},{"name":"Janet Martin","is_ca":true},{"name":"Toshiya Ohtsuka","is_ca":false},{"name":"Richard Vitali","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07096209640319703,"gpt":0.3521889926767822,"spread":0.2812268962735851,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01625208,0.003200009,0.01849098,0.003344973,0.0005208213,0.00294695,0.002101504,0.002479837,0.00340296],"category_scores_gemma":[0.03844684,0.00158939,0.03638475,0.00448271,0.0006564069,0.001471874,0.001019216,0.002558044,0.0002508015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001577713,"about_ca_system_score_gemma":0.001691519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003953274,"about_ca_topic_score_gemma":0.005647475,"domain_scores_codex":[0.9849258,0.009928588,0.002353839,0.001493432,0.0009680679,0.0003302719],"domain_scores_gemma":[0.974345,0.01990617,0.003924061,0.0006812836,0.0008246992,0.0003188544],"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":[0.009319496,0.00004136527,0.005126302,0.06632726,0.9106364,0.0001134061,0.00003090233,0.0009613518,0.0001760948,0.00009479347,0.0004126497,0.006759972],"study_design_scores_gemma":[0.002218756,0.0004083212,0.003134485,0.004169079,0.988822,0.00005796254,0.00001644943,0.0002962955,0.00008886882,0.0001648221,0.0006100826,0.00001287312],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02048917,0.9760321,0.001315117,0.0004626249,0.000353652,0.0003171864,0.0005627613,0.00005161311,0.0004157088],"genre_scores_gemma":[0.4713472,0.5189189,0.004640888,0.001409913,0.0006817277,0.00134593,0.001086897,0.00006484092,0.0005036736],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01849098,"threshold_uncertainty_score":0.08595026,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2024910669","doi":"10.1097/imi.0000000000000019","title":"Can Minimally Invasive Coronary Artery Bypass Grafting be Initiated and Practiced Safely?","year":2013,"lang":"en","type":"article","venue":"Innovations Technology and Techniques in Cardiothoracic and Vascular Surgery","topic":"Cardiac and Coronary Surgery Techniques","field":"Medicine","cited_by":54,"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; Perioperative; Cardiopulmonary bypass; Artery; Thoracotomy; Myocardial infarction; Cardiology; Revascularization; Bypass grafting; Stroke (engine); Off-pump coronary artery bypass; Surgery; Internal medicine; Anesthesia","authors":[{"name":"Dai Une","is_ca":true},{"name":"Harry Lapierre","is_ca":true},{"name":"Benjamin Sohmer","is_ca":true},{"name":"Vaneet Rai","is_ca":false},{"name":"Marc Ruel","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0239155318201949,"gpt":0.2871406505432705,"spread":0.2632251187230756,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009717122,0.0001768728,0.0001651213,0.0003285833,0.0001825489,0.0005536125,0.0003206087,0.0004474668,0.002197007],"category_scores_gemma":[0.01907492,0.00008737692,0.0002322923,0.0002822923,0.0002718051,0.0008682209,0.000411085,0.0003762268,0.0003772585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002535803,"about_ca_system_score_gemma":0.0007503465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006547715,"about_ca_topic_score_gemma":0.0009781379,"domain_scores_codex":[0.99925,0.0002347708,0.00005865419,0.00009285509,0.0001941115,0.0001695242],"domain_scores_gemma":[0.9907008,0.00300968,0.003789397,0.0002903213,0.0006137794,0.001595951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005476185,0.0003189961,0.9350589,0.00005404628,0.00003467708,0.000273827,0.0001198869,0.0002368011,0.0004826818,0.00006164356,0.0003207838,0.06249009],"study_design_scores_gemma":[0.00002591254,0.001268047,0.9942731,0.00007843399,0.00002615208,0.001207101,0.0003915142,0.001062281,0.000450395,0.0002523366,0.0009545944,0.00001012106],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975207,0.0006830143,0.0003972242,0.0004569071,0.00002379472,0.00001305854,0.00005312783,0.00001064104,0.0008415805],"genre_scores_gemma":[0.9991856,0.0002725803,0.0002661163,0.00006798061,0.00004054324,0.000007037294,0.00005553307,0.000002497364,0.0001022497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002197007,"threshold_uncertainty_score":0.00734967,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1975668933","doi":"10.1097/imi.0000000000000014","title":"Initial Experience with Intraventricular Repair Using CorMatrix Extracellular Matrix","year":2013,"lang":"en","type":"article","venue":"Innovations Technology and Techniques in Cardiothoracic and Vascular Surgery","topic":"Tissue Engineering and Regenerative Medicine","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University Health Network","funders":"","keywords":"Decellularization; Medicine; Aneurysm; Calcification; Myocardial infarction; Extracellular matrix; Cardiology; Left Ventricular Aneurysm; Surgery; Endovascular aneurysm repair; Ventricle; Internal medicine; Heart failure; Abdominal aortic aneurysm; Tissue engineering; Biomedical engineering","authors":[{"name":"Bobby Yanagawa","is_ca":true},{"name":"Vivek Rao","is_ca":true},{"name":"Terrence M. Yau","is_ca":true},{"name":"Robert J. Cusimano","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01668568083945184,"gpt":0.3047421195829305,"spread":0.2880564387434786,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009076725,0.0004250986,0.0002578874,0.0003033862,0.0004207593,0.000446645,0.0004172571,0.0004965632,0.001597191],"category_scores_gemma":[0.003253587,0.0001349364,0.0003656411,0.0001936534,0.0004226426,0.0004606078,0.0004673841,0.0006352394,0.0003867281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001982048,"about_ca_system_score_gemma":0.0001976788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001427421,"about_ca_topic_score_gemma":0.0003411033,"domain_scores_codex":[0.9995529,0.0001311112,0.00006946226,0.00008854077,0.0000794856,0.00007845909],"domain_scores_gemma":[0.998385,0.0006387185,0.0003788811,0.0002389128,0.0001137929,0.0002447869],"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":[0.001651269,0.002446892,0.581396,0.000897884,0.000355778,0.08489966,0.004921132,0.00111633,0.07691114,0.0006137196,0.001130591,0.2436596],"study_design_scores_gemma":[0.0001926548,0.02371112,0.3387709,0.000324237,0.0003086134,0.5681841,0.001637307,0.002070194,0.04783432,0.0003972108,0.01648932,0.00007993415],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925932,0.003184051,0.002784343,0.0001525648,0.00004137017,0.00003345349,0.00001936157,0.00003216785,0.001159397],"genre_scores_gemma":[0.9955765,0.001610864,0.002084551,0.0001685106,0.00008432892,0.00001812417,0.00006289664,0.00001048298,0.0003836783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001597191,"threshold_uncertainty_score":0.005343139,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2021753271","doi":"10.1097/imi.0b013e3181662c7f","title":"Video-Assisted Thoracic Surgery for Lung Cancer Resection","year":2007,"lang":"en","type":"article","venue":"Innovations Technology and Techniques in Cardiothoracic and Vascular Surgery","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Lung cancer; Randomized controlled trial; Thoracotomy; Cardiothoracic surgery; Clinical trial; Consensus conference; Evidence-based medicine; General surgery; Surgery; Intensive care medicine; Oncology; Internal medicine; Alternative medicine; Pathology","authors":[{"name":"Robert J. Downey","is_ca":false},{"name":"Davy Cheng","is_ca":true},{"name":"Kemp H. Kernstine","is_ca":false},{"name":"Rex Stanbridge","is_ca":false},{"name":"Hani Shennib","is_ca":false},{"name":"Randall K. Wolf","is_ca":false},{"name":"Toshiya Ohtsuka","is_ca":false},{"name":"Ralph A. Schmid","is_ca":false},{"name":"David Waller","is_ca":false},{"name":"Hiran C. Fernando","is_ca":false},{"name":"Anthony P.C. Yim","is_ca":false},{"name":"Janet Martin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02546625688287493,"gpt":0.3647528410482057,"spread":0.3392865841653308,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05616803,0.001106423,0.002388735,0.004196714,0.001489469,0.002431085,0.003438973,0.005001819,0.00355628],"category_scores_gemma":[0.08221731,0.0005841531,0.004540615,0.0018782,0.001577457,0.001895044,0.003539875,0.006336594,0.001162112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003678855,"about_ca_system_score_gemma":0.02179147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0028238,"about_ca_topic_score_gemma":0.005608746,"domain_scores_codex":[0.9557325,0.02313255,0.01104764,0.001731923,0.007475398,0.0008799431],"domain_scores_gemma":[0.9254656,0.03362829,0.01050556,0.001293505,0.02612596,0.002981131],"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":[0.0006073752,0.0002221252,0.004001036,0.1196785,0.003675207,0.000474491,0.00094381,0.002162228,0.002220877,0.007673934,0.172095,0.6862454],"study_design_scores_gemma":[0.001414291,0.001175812,0.008449394,0.290545,0.005221653,0.002196851,0.001455343,0.002007816,0.00181827,0.01511028,0.6703118,0.0002934668],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.007299107,0.719106,0.02043344,0.1719848,0.04983271,0.005959062,0.001526338,0.0002050543,0.0236536],"genre_scores_gemma":[0.1211321,0.6278835,0.1047301,0.09817278,0.0278551,0.008366842,0.003749154,0.0001223118,0.007988114],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05616803,"threshold_uncertainty_score":0.2970485,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2964892355","doi":"10.1177/1556984519863718","title":"A Systematic Review and Meta-Analysis of del Nido Versus Conventional Cardioplegia in Adult Cardiac Surgery","year":2019,"lang":"en","type":"review","venue":"Innovations Technology and Techniques in Cardiothoracic and Vascular Surgery","topic":"Cardiac Ischemia and Reperfusion","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Meta-analysis; Medicine; Cardiac surgery; Cardiology; Internal medicine","authors":[{"name":"Kevin R. An","is_ca":true},{"name":"Ishtiaq Rahman","is_ca":true},{"name":"Derrick Y. Tam","is_ca":true},{"name":"Niv Ad","is_ca":false},{"name":"Subodh Verma","is_ca":true},{"name":"Stephen E. Fremes","is_ca":true},{"name":"David A. Latter","is_ca":true},{"name":"Bobby Yanagawa","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05394671494778809,"gpt":0.3555272969314895,"spread":0.3015805819837014,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01077374,0.002422964,0.01890984,0.005063891,0.0006231884,0.002981934,0.001851765,0.00202538,0.00355736],"category_scores_gemma":[0.021923,0.001313296,0.0308992,0.005229764,0.0006897046,0.001605861,0.001170165,0.00177632,0.000305438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002832559,"about_ca_system_score_gemma":0.003518266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006959211,"about_ca_topic_score_gemma":0.01517106,"domain_scores_codex":[0.992397,0.003669814,0.00224028,0.0007187483,0.0007483282,0.0002256974],"domain_scores_gemma":[0.9897765,0.007113695,0.001874873,0.0002607952,0.0008080411,0.0001662154],"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":[0.002855411,0.00003761391,0.001551671,0.4711328,0.5110913,0.0001137111,0.00006151024,0.0004744432,0.0002643186,0.0001450738,0.0005762111,0.01169583],"study_design_scores_gemma":[0.0009317933,0.0002504413,0.002053204,0.02691015,0.967728,0.00007332243,0.00003186289,0.0001377281,0.00009496902,0.0001728087,0.001597836,0.00001782277],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003388836,0.9951709,0.0003650514,0.0001651333,0.0001474681,0.0002632978,0.0002717638,0.00001557337,0.0002120261],"genre_scores_gemma":[0.1316078,0.8624604,0.002372795,0.001099737,0.0002948937,0.001217712,0.0005448767,0.00002676449,0.0003750659],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01890984,"threshold_uncertainty_score":0.05697769,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2761684092","doi":"10.1097/imi.0000000000000403","title":"Comparison of Del Nido Cardioplegia with Blood Cardioplegia in Adult Combined Surgery","year":2017,"lang":"en","type":"article","venue":"Innovations Technology and Techniques in Cardiothoracic and Vascular Surgery","topic":"Cardiac Ischemia and Reperfusion","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Montreal Heart Institute; Université de Montréal","funders":"","keywords":"Medicine; Inotrope; Internal medicine; Cardiology; Aortic valve replacement; Atrial fibrillation; Cardiopulmonary bypass; Concomitant; Artery; Creatinine; Troponin I; Creatine; Anesthesia; Bypass grafting; Myocardial infarction; Stenosis","authors":[{"name":"Raphael Hamad","is_ca":true},{"name":"Anthony Nguyen","is_ca":true},{"name":"Éric Laliberté","is_ca":true},{"name":"Denis Bouchard","is_ca":true},{"name":"Yoan Lamarche","is_ca":true},{"name":"Ismaı̈l El-Hamamsy","is_ca":true},{"name":"Philippe Demers","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0171637129418414,"gpt":0.3102465173853236,"spread":0.2930828044434822,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006395107,0.0002228043,0.0003467189,0.000305725,0.00009289198,0.0003333639,0.0001313068,0.0001704983,0.0009390943],"category_scores_gemma":[0.001712624,0.0000850768,0.0003783768,0.0001980314,0.0002102737,0.0003026486,0.0003199619,0.0002612493,0.0001071771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003174867,"about_ca_system_score_gemma":0.0003002217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002949006,"about_ca_topic_score_gemma":0.0008935687,"domain_scores_codex":[0.9995024,0.000176773,0.00007072111,0.00007770402,0.0001218776,0.00005045291],"domain_scores_gemma":[0.998958,0.0002997189,0.0003507754,0.00003885954,0.00008239236,0.0002701691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.1346712,0.002562659,0.6888597,0.0007654163,0.0009744962,0.0005358314,0.0003176624,0.001269241,0.0223666,0.0002105276,0.0003892447,0.1470774],"study_design_scores_gemma":[0.003208477,0.1704132,0.8133128,0.0001551531,0.0004809355,0.001677842,0.0004549948,0.002894333,0.005316297,0.00009080845,0.001967473,0.00002758544],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987115,0.0008397069,0.0001444588,0.00001489523,0.00001367102,0.00001223079,0.0000222928,0.000002241798,0.0002389142],"genre_scores_gemma":[0.9992643,0.0003092821,0.0002248121,0.00001821773,0.00001734478,0.00001266338,0.00006941114,7.239801e-7,0.00008315337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009390943,"threshold_uncertainty_score":0.003382087,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2463229935","doi":"10.1097/imi.0000000000000222","title":"Validation of a Novel Virtual Reality Training Curriculum for Robotic Cardiac Surgery a Randomized Trial","year":2015,"lang":"en","type":"article","venue":"Innovations Technology and Techniques in Cardiothoracic and Vascular Surgery","topic":"Surgical Simulation and Training","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":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Randomized controlled trial; Virtual reality; Robotic surgery; Curriculum; Dreyfus model of skill acquisition; Physical therapy; Cardiac surgery; Surgery; Computer science; Artificial intelligence; Psychology","authors":[{"name":"Matthew Valdis","is_ca":true},{"name":"Michael Chu","is_ca":true},{"name":"Christopher M. Schlachta","is_ca":true},{"name":"Bob Kiaii","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0836164052008592,"gpt":0.3580089284082502,"spread":0.2743925232073909,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007074921,0.001397398,0.001854682,0.0005888598,0.0004712166,0.0009709895,0.001213326,0.002496735,0.005902851],"category_scores_gemma":[0.009574735,0.0006499906,0.001207073,0.0004158904,0.001318063,0.001255813,0.0009118706,0.00182438,0.0009451989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007119817,"about_ca_system_score_gemma":0.001470403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003815301,"about_ca_topic_score_gemma":0.0003664615,"domain_scores_codex":[0.9934423,0.004279721,0.0005525292,0.0008455871,0.0004630598,0.0004167859],"domain_scores_gemma":[0.9941255,0.002452021,0.001472471,0.0006508739,0.0005196301,0.0007794753],"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":[0.913792,0.05900797,0.001102359,0.0004471728,0.0004621049,0.00002948331,0.0001075671,0.0005596025,0.002134157,0.0001553727,0.000278793,0.0219234],"study_design_scores_gemma":[0.6460307,0.3480889,0.00317421,0.00005511451,0.000256077,0.00001870718,0.00003374694,0.0008076854,0.0007499509,0.0001181287,0.0006491346,0.00001764075],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799325,0.0006783796,0.001977468,0.0003346915,0.0007503853,0.01473638,0.0002682249,0.00009958558,0.001222343],"genre_scores_gemma":[0.9546788,0.0006974312,0.007504701,0.000552342,0.0009642602,0.03337653,0.0003273801,0.0000247142,0.001873851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007074921,"threshold_uncertainty_score":0.03741622,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2087356475","doi":"10.1097/imi.0b013e31826f0462","title":"Successful Treatment of Lone Persistent Atrial Fibrillation by Means of a Hybrid Thoracoscopic-Transcatheter Approach","year":2012,"lang":"en","type":"article","venue":"Innovations Technology and Techniques in Cardiothoracic and Vascular Surgery","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Columbia College","funders":"","keywords":"Medicine; Atrial fibrillation; Ablation; Surgery; Intensive care unit; Thoracoscopy; Catheter ablation; Cardiology; Anesthesia; Internal medicine","authors":[{"name":"Claudio Muneretto","is_ca":false},{"name":"Gianluigi Bisleri","is_ca":false},{"name":"Luca Bontempi","is_ca":false},{"name":"Faisal H. Cheema","is_ca":true},{"name":"Antonio Curnis","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03698614355738965,"gpt":0.3172412889826841,"spread":0.2802551454252944,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025172,0.0003156475,0.0003082117,0.0002160046,0.0001753454,0.0002405259,0.0001950205,0.0002281544,0.0007535898],"category_scores_gemma":[0.0004303195,0.00007871836,0.0003432251,0.00008390174,0.0002176986,0.0001781823,0.0003213419,0.0002265331,0.0001420112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006888113,"about_ca_system_score_gemma":0.0001444553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005984904,"about_ca_topic_score_gemma":0.0001981319,"domain_scores_codex":[0.9998627,0.00003073507,0.00001473287,0.00003484566,0.00002730504,0.00002960414],"domain_scores_gemma":[0.9998168,0.00005256879,0.00004391688,0.00002886097,0.000008745094,0.00004917439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.006191203,0.001713535,0.3286838,0.0005038078,0.001001149,0.02327163,0.0004684885,0.002657605,0.1999556,0.0003969531,0.001454779,0.4337013],"study_design_scores_gemma":[0.001699039,0.03395315,0.7338532,0.0001118471,0.0006334649,0.184465,0.0003669063,0.009588846,0.02773439,0.0004775467,0.007039616,0.00007702664],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941956,0.001035433,0.003830011,0.00004761403,0.00002482203,0.00002830448,0.00003032975,0.00003553795,0.0007723274],"genre_scores_gemma":[0.9975163,0.0002431295,0.001839948,0.00006530089,0.00006883554,0.00002420333,0.00005596172,0.000003777075,0.0001825719],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007535898,"threshold_uncertainty_score":0.002520978,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1965677113","doi":"10.1097/imi.0b013e31827439ea","title":"Augmented Reality Image Guidance Improves Navigation for Beating Heart Mitral Valve Repair","year":2012,"lang":"en","type":"article","venue":"Innovations Technology and Techniques in Cardiothoracic and Vascular Surgery","topic":"Soft Robotics and Applications","field":"Engineering","cited_by":36,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"Canadian Institutes of Health Research","keywords":"Augmented reality; Intracardiac injection; Biplane; Mitral valve; Navigation system; Computer vision; Mitral valve repair; Artificial intelligence; Computer science; Biomedical engineering; Medicine; Cardiology; Engineering","authors":[{"name":"Michael Chu","is_ca":true},{"name":"John Moore","is_ca":true},{"name":"Terry M. Peters","is_ca":true},{"name":"Daniel Bainbridge","is_ca":true},{"name":"David McCarty","is_ca":true},{"name":"G Guiraudon","is_ca":true},{"name":"Chris Wedlake","is_ca":true},{"name":"Pencilla Lang","is_ca":true},{"name":"Martin Rajchl","is_ca":true},{"name":"Maria Currie","is_ca":true},{"name":"Richard C. Daly","is_ca":false},{"name":"Bob Kiaii","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01653870233840915,"gpt":0.2945315782181055,"spread":0.2779928758796964,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005581949,0.0005609679,0.0002348096,0.0003366166,0.00009595617,0.0007137916,0.000358744,0.0004333792,0.002417906],"category_scores_gemma":[0.002878596,0.0002664294,0.0003992144,0.0001295169,0.000259098,0.0005391853,0.0005928885,0.0003985879,0.000374292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001231858,"about_ca_system_score_gemma":0.0002207901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004988979,"about_ca_topic_score_gemma":0.0007003516,"domain_scores_codex":[0.9995705,0.0001573442,0.00003192626,0.0000586866,0.0001492468,0.00003212229],"domain_scores_gemma":[0.9991832,0.0003535412,0.0001992418,0.0001110605,0.0001088511,0.00004398584],"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":[0.00403922,0.001231692,0.01920795,0.0007449315,0.0002056704,0.0008136462,0.0008341433,0.02487522,0.349586,0.0007716808,0.001930434,0.5957595],"study_design_scores_gemma":[0.0007148561,0.0213971,0.199465,0.0004070017,0.001174811,0.01376921,0.0006965797,0.421191,0.3182006,0.001800785,0.02082213,0.0003609826],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8504257,0.002521757,0.1430202,0.0001927649,0.0001407608,0.00007129397,0.00009742815,0.0007559741,0.002774077],"genre_scores_gemma":[0.9322571,0.0008709489,0.0657267,0.0000642403,0.00004886957,0.00003459498,0.0001124076,0.00006876988,0.0008163605],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002417906,"threshold_uncertainty_score":0.008088648,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4232429441","doi":"10.1177/155698451000500203","title":"Surgical Ablation for Atrial Fibrillation in Cardiac Surgery a Consensus Statement of the International Society of Minimally Invasive Cardiothoracic Surgery (ISMICS) 2009","year":2010,"lang":"en","type":"article","venue":"Innovations Technology and Techniques in Cardiothoracic and Vascular Surgery","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Impact; London Health Sciences Centre; Western University","funders":"","keywords":"Atrial fibrillation; Medicine; Cardiac surgery; Minimally invasive cardiac surgery; Cardiothoracic surgery; Invasive surgery; Ablation; Consensus conference; Cardiology; Surgery; Internal medicine","authors":[{"name":"Niv Ad","is_ca":false},{"name":"Davy Cheng","is_ca":true},{"name":"Janet Martin","is_ca":true},{"name":"Eva Berglin","is_ca":false},{"name":"Byung‐Chul Chang","is_ca":false},{"name":"George Doukas","is_ca":false},{"name":"James S. Gammie","is_ca":false},{"name":"Takashi Nitta","is_ca":false},{"name":"Randall K. Wolf","is_ca":false},{"name":"John D. Puskas","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03399417693499208,"gpt":0.3278081010292874,"spread":0.2938139240942954,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01890257,0.001257607,0.002385004,0.002512379,0.001282246,0.001925577,0.003194617,0.006660954,0.001558372],"category_scores_gemma":[0.02319466,0.0006490376,0.002760187,0.001750561,0.001768519,0.001289087,0.00174719,0.009806057,0.001303218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001933736,"about_ca_system_score_gemma":0.01103928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006165023,"about_ca_topic_score_gemma":0.01174897,"domain_scores_codex":[0.9917401,0.001804779,0.002948056,0.0004326061,0.00273739,0.0003371091],"domain_scores_gemma":[0.9613635,0.01362518,0.004288749,0.0006724268,0.01761459,0.002435527],"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":[0.0003883351,0.0003764032,0.008086993,0.008122149,0.0005413336,0.0008839165,0.0005103495,0.001759267,0.003798901,0.004388356,0.463467,0.507677],"study_design_scores_gemma":[0.0006115634,0.0005842612,0.05043097,0.03171567,0.001557336,0.004392365,0.00129327,0.002306935,0.003783459,0.009238094,0.893855,0.0002312337],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.008903014,0.4126851,0.0266881,0.4533029,0.06597722,0.001365751,0.002491319,0.0002470875,0.02833949],"genre_scores_gemma":[0.1185465,0.4748338,0.1537736,0.1405341,0.07224206,0.004158976,0.008691353,0.0003070687,0.02691262],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01890257,"threshold_uncertainty_score":0.09996754,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2001425673","doi":"10.1097/imi.0b013e3181a3484b","title":"Stentless versus Stented Bioprosthetic Aortic Valves","year":2009,"lang":"en","type":"article","venue":"Innovations Technology and Techniques in Cardiothoracic and Vascular Surgery","topic":"Cardiac Valve Diseases and Treatments","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":"St. Paul's Hospital; Impact; University of British Columbia; London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Randomized controlled trial; Aortic valve replacement; Aortic valve; Cardiac skeleton; Cardiology; Clinical trial; Surgery; Internal medicine; Stenosis","authors":[{"name":"John Pepper","is_ca":false},{"name":"Davy Cheng","is_ca":true},{"name":"Rex Stanbridge","is_ca":false},{"name":"Francis D. Ferdinand","is_ca":false},{"name":"W.R. Eric Jamieson","is_ca":true},{"name":"Paul Stelzer","is_ca":false},{"name":"Geoffrey Berg","is_ca":false},{"name":"Guido Sani","is_ca":false},{"name":"Janet Martin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01822443311926353,"gpt":0.3440197960042711,"spread":0.3257953628850076,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01213256,0.002562315,0.01169559,0.002597584,0.0003600017,0.002836364,0.001679531,0.002174801,0.002835258],"category_scores_gemma":[0.02643233,0.001104683,0.03504182,0.00244306,0.0006016968,0.00117145,0.0008786325,0.002072798,0.0002447146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001189515,"about_ca_system_score_gemma":0.001070838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002094534,"about_ca_topic_score_gemma":0.003261101,"domain_scores_codex":[0.9891289,0.006709053,0.001758683,0.001351575,0.0008052307,0.000246561],"domain_scores_gemma":[0.9858338,0.01115129,0.00199656,0.0003177491,0.0005039673,0.0001966568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"observational","study_design_scores_codex":[0.01487372,0.00006578571,0.008319473,0.04781511,0.9204375,0.0001055455,0.00003994476,0.0009272411,0.0004346995,0.0001357221,0.0002712068,0.006573967],"study_design_scores_gemma":[0.003899199,0.001359289,0.005390526,0.003379579,0.9838778,0.0001018782,0.00002367159,0.0006089726,0.0003599412,0.0002552712,0.0007293294,0.00001448551],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.08446325,0.908971,0.002364127,0.0008831288,0.0009737387,0.0004429246,0.0008537196,0.00006621486,0.0009819211],"genre_scores_gemma":[0.8095132,0.1832474,0.003178852,0.001241479,0.0009483836,0.000637551,0.0006157755,0.00003459233,0.0005826988],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01213256,"threshold_uncertainty_score":0.06416386,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2419612828","doi":"10.1097/imi.0000000000000155","title":"Design Concepts and Preclinical Results of a Miniaturized HeartWare Platform: The MVAD System","year":2015,"lang":"en","type":"article","venue":"Innovations Technology and Techniques in Cardiothoracic and Vascular Surgery","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Impeller; Ventricular assist device; Biomedical engineering; Thrombus; Ventricle; Peristaltic pump; Medicine; Materials science; Cardiology; Heart failure; Mechanical engineering","authors":[{"name":"Anson Cheung","is_ca":true},{"name":"Katherine Chorpenning","is_ca":false},{"name":"Daniel Tamez","is_ca":false},{"name":"Charles Shambaugh","is_ca":false},{"name":"Anne E. Dierlam","is_ca":false},{"name":"M. Ertan Taskin","is_ca":false},{"name":"Michael Ashenuga","is_ca":false},{"name":"Carlos Reyes","is_ca":false},{"name":"Jeffrey A. LaRose","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05637968267974686,"gpt":0.3091002275433237,"spread":0.2527205448635769,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007819911,0.0004926757,0.0002479288,0.0003674685,0.000145487,0.0005255142,0.000499762,0.0004440253,0.001411515],"category_scores_gemma":[0.0007326566,0.0001581336,0.0003060329,0.00009877035,0.0002842119,0.0004124237,0.0002474357,0.0004884341,0.0003267515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002528341,"about_ca_system_score_gemma":0.0002996218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00023426,"about_ca_topic_score_gemma":0.0002587881,"domain_scores_codex":[0.9996324,0.00005470563,0.0000314249,0.00006390377,0.000173367,0.00004418728],"domain_scores_gemma":[0.9995824,0.00006766157,0.0001195392,0.00004261509,0.0001101934,0.00007759582],"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":[0.0006853741,0.0006500062,0.002212876,0.0002860115,0.00004203782,0.000218595,0.0000723124,0.001626275,0.9709638,0.0003648932,0.0005426022,0.02233522],"study_design_scores_gemma":[0.0004115831,0.04161077,0.02198027,0.00009108961,0.0002420791,0.001766198,0.00009881095,0.01222223,0.8937398,0.0002173626,0.02755006,0.00006976468],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9468141,0.003536199,0.04541635,0.0003624804,0.0003460277,0.0007495434,0.0004624808,0.0002728943,0.002039986],"genre_scores_gemma":[0.9404848,0.002044283,0.05246673,0.0002310592,0.0001188873,0.0004917206,0.000874257,0.00005861004,0.003229813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001411515,"threshold_uncertainty_score":0.004722059,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2742536767","doi":"10.1097/imi.0000000000000386","title":"A Prospective Randomized Study of Endoscopic versus Conventional Harvesting of the Radial Artery","year":2017,"lang":"en","type":"article","venue":"Innovations Technology and Techniques in Cardiothoracic and Vascular Surgery","topic":"Cardiac and Coronary Surgery Techniques","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary; Western University","funders":"","keywords":"Medicine; Cosmesis; Surgery; Randomized controlled trial; Radial artery; Prospective cohort study; Artery; Bypass grafting; Patient satisfaction; Anesthesia","authors":[{"name":"Bob Kiaii","is_ca":true},{"name":"Stuart A. Swinamer","is_ca":true},{"name":"Stephanie A. Fox","is_ca":true},{"name":"Larry Stitt","is_ca":true},{"name":"Mackenzie Quantz","is_ca":true},{"name":"Richard J. Novick","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02195565641674352,"gpt":0.309561162944012,"spread":0.2876055065272685,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00795134,0.001456443,0.003600151,0.0004128567,0.0005351956,0.001222615,0.0009903909,0.001950635,0.007727347],"category_scores_gemma":[0.006648434,0.001026608,0.001925451,0.0005007507,0.002197778,0.001120454,0.0005808749,0.002117081,0.0009451142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004534754,"about_ca_system_score_gemma":0.001377171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000357962,"about_ca_topic_score_gemma":0.000606227,"domain_scores_codex":[0.9944921,0.003607187,0.0004721096,0.0006729489,0.0004439644,0.0003117647],"domain_scores_gemma":[0.9935201,0.003095216,0.001421515,0.0005752594,0.0004081494,0.000979808],"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":[0.9878317,0.006102894,0.001104092,0.0001761726,0.0004252114,0.00002617897,0.00002274553,0.00005434356,0.0008074773,0.00006453513,0.00007277764,0.003311916],"study_design_scores_gemma":[0.8549922,0.1415351,0.002192001,0.00002893243,0.0004210365,0.0000372496,0.00002747344,0.0002379855,0.0001978778,0.00008480011,0.0002323221,0.00001309166],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901938,0.001691686,0.001063531,0.0002963856,0.0007243516,0.005012026,0.0002680262,0.00003326144,0.0007169971],"genre_scores_gemma":[0.9837758,0.0013107,0.003410809,0.001075709,0.001009506,0.007678769,0.0004030129,0.00001311709,0.001322646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00795134,"threshold_uncertainty_score":0.0420512,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4232843585","doi":"10.1097/01243895-200500110-00002","title":"Off-Pump versus Conventional Coronary Artery Bypass Grafting: A Meta-Analysis and Consensus Statement from the 2004 ISMICS Consensus Conference","year":2005,"lang":"en","type":"article","venue":"Innovations Technology and Techniques in Cardiothoracic and Vascular Surgery","topic":"Cardiac and Coronary Surgery Techniques","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Perioperative; Randomized controlled trial; Meta-analysis; Off-pump coronary artery bypass; Revascularization; Intensive care medicine; Bypass grafting; Surgery; Artery; Internal medicine; Myocardial infarction","authors":[{"name":"John D. Puskas","is_ca":false},{"name":"Davy Cheng","is_ca":true},{"name":"John Knight","is_ca":false},{"name":"Gianni D. Angelini","is_ca":false},{"name":"Didier DeCannier","is_ca":false},{"name":"Anno Diegeler","is_ca":false},{"name":"Mercedes Dullum","is_ca":false},{"name":"Janet Martin","is_ca":true},{"name":"Masami Ochi","is_ca":false},{"name":"Nirav Patel","is_ca":false},{"name":"Eugene K.W. Sim","is_ca":false},{"name":"Naresh Trehan","is_ca":false},{"name":"Vipin Zamvar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05026066813237014,"gpt":0.3152735606778492,"spread":0.2650128925454791,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1258884,0.003110773,0.01476059,0.006702247,0.0008876451,0.004665076,0.004673335,0.00594412,0.002264092],"category_scores_gemma":[0.1758501,0.001927722,0.02574672,0.004556566,0.001263999,0.00226915,0.002155317,0.004176213,0.0003882184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004547156,"about_ca_system_score_gemma":0.006167203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005200063,"about_ca_topic_score_gemma":0.00587439,"domain_scores_codex":[0.8920653,0.07774413,0.01632314,0.005055515,0.007993958,0.000817967],"domain_scores_gemma":[0.8548645,0.11114,0.01366349,0.003641752,0.01530243,0.00138788],"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":[0.00805239,0.0001351277,0.01437138,0.2399775,0.6130694,0.0004934653,0.0005615827,0.005383032,0.0008975568,0.002628968,0.02425543,0.09017422],"study_design_scores_gemma":[0.009181118,0.0007837729,0.01602316,0.1038564,0.8343141,0.0004377095,0.0002725246,0.003488669,0.001141929,0.01071077,0.01954837,0.0002414824],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01257656,0.9451693,0.01046593,0.02265875,0.003383059,0.002333144,0.001905225,0.0000971624,0.001410955],"genre_scores_gemma":[0.3521723,0.5359027,0.06205199,0.02839908,0.004948508,0.01094268,0.004289437,0.0002089121,0.001084395],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1258884,"threshold_uncertainty_score":0.6657695,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2078823512","doi":"10.1097/imi.0b013e31827e2b4d","title":"The PleuraFlow Active Chest Tube Clearance System: Initial Clinical Experience in Adult Cardiac Surgery","year":2012,"lang":"en","type":"article","venue":"Innovations Technology and Techniques in Cardiothoracic and Vascular Surgery","topic":"Pleural and Pulmonary Diseases","field":"Medicine","cited_by":28,"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":"Lerner Research Institute, Cleveland Clinic","keywords":"Medicine; Chest tube; Cardiac surgery; Cardiothoracic surgery; Intubation; Usability; Catheter; Surgery; Medical emergency","authors":[{"name":"Louis P. Perrault","is_ca":true},{"name":"Michel Pellerin","is_ca":true},{"name":"Michel Carrier","is_ca":true},{"name":"Raymond Cartier","is_ca":true},{"name":"Denis Bouchard","is_ca":true},{"name":"Philippe Demers","is_ca":true},{"name":"Edward M. Boyle","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04129125702849201,"gpt":0.3511603010286897,"spread":0.3098690440001977,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004464489,0.0005192388,0.0003541216,0.0004318321,0.0006828432,0.0009587585,0.0005710231,0.0007737546,0.001993498],"category_scores_gemma":[0.01400311,0.0003206032,0.0003091069,0.0003086634,0.0008690722,0.001308065,0.001213743,0.000672798,0.0005030689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004311712,"about_ca_system_score_gemma":0.0008915587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001281412,"about_ca_topic_score_gemma":0.003459441,"domain_scores_codex":[0.9969505,0.001531121,0.0002693687,0.0002689615,0.0006383431,0.0003416778],"domain_scores_gemma":[0.9929829,0.002640741,0.0008524815,0.0002072467,0.001579911,0.001736745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001566941,0.01014642,0.537594,0.001378062,0.000139395,0.01076604,0.161723,0.0018174,0.02145652,0.0002616292,0.005674685,0.2474758],"study_design_scores_gemma":[0.0003519657,0.05671585,0.724747,0.0007597807,0.0001800584,0.04146941,0.1189186,0.00705299,0.01407428,0.0003186236,0.035061,0.0003504742],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976702,0.000402178,0.0007732189,0.0001599534,0.00001259607,0.00006579572,0.00002301999,0.00001474781,0.0008782364],"genre_scores_gemma":[0.9949785,0.0007392387,0.002784551,0.0003372132,0.00002641453,0.00006389541,0.00006795576,0.00002218002,0.0009800731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004464489,"threshold_uncertainty_score":0.02361077,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2603900859","doi":"10.1097/imi.0000000000000353","title":"Mid-Term Follow-Up of Minimally Invasive Multivessel Coronary Artery Bypass Grafting","year":2017,"lang":"en","type":"article","venue":"Innovations Technology and Techniques in Cardiothoracic and Vascular Surgery","topic":"Cardiac and Coronary Surgery Techniques","field":"Medicine","cited_by":28,"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; Thoracotomy; Perioperative; Myocardial infarction; Artery; Cardiology; Surgery; Atrial fibrillation; Anastomosis; Internal medicine; Revascularization; Coronary artery disease","authors":[{"name":"Maria Lorena Rodriguez","is_ca":true},{"name":"Harry Lapierre","is_ca":true},{"name":"Benjamin Sohmer","is_ca":true},{"name":"David Glineur","is_ca":true},{"name":"Marc Ruel","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02165579915863185,"gpt":0.2988240464672172,"spread":0.2771682473085853,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008343009,0.0002091769,0.0003098714,0.0008067252,0.0006189284,0.000626713,0.0003503068,0.0004993934,0.001264434],"category_scores_gemma":[0.002772133,0.000140377,0.0006334133,0.0005208183,0.0002161838,0.0007588316,0.000605083,0.0009493699,0.0002896722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003775955,"about_ca_system_score_gemma":0.0003230528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001359146,"about_ca_topic_score_gemma":0.001685617,"domain_scores_codex":[0.9995184,0.00007553831,0.00006924391,0.00009979694,0.0000992652,0.0001378552],"domain_scores_gemma":[0.9974504,0.000273526,0.00101488,0.0001576283,0.0003810269,0.0007225826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001249145,0.00003269574,0.9986566,0.000003107747,0.00002734169,0.0001683949,0.00003276666,0.00002149536,0.0001220183,0.000006391129,0.0000429163,0.0007614209],"study_design_scores_gemma":[0.000004157253,0.0002149684,0.998692,0.000006118516,0.00002293937,0.0006680371,0.0001030068,0.00009270028,0.00006720596,0.00001630229,0.0001077917,0.000004886795],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991768,0.0002390232,0.00005847899,0.00003060428,0.00001063059,0.000004085855,0.0002390686,0.000002419104,0.0002388943],"genre_scores_gemma":[0.9994597,0.00005535882,0.00002540493,0.00001689269,0.00001373412,0.000005172254,0.0003331868,8.074633e-7,0.00008969185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001359146,"threshold_uncertainty_score":0.004412234,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2159405941","doi":"10.1097/imi.0b013e3181a34872","title":"Stentless versus Stented Bioprosthetic Aortic Valves","year":2009,"lang":"en","type":"article","venue":"Innovations Technology and Techniques in Cardiothoracic and Vascular Surgery","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Paul's Hospital; University of British Columbia; Impact; London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Randomized controlled trial; Odds ratio; Aortic valve replacement; Confidence interval; Stroke (engine); Surgery; Meta-analysis; Internal medicine; Clinical trial; Aortic valve; Stenosis","authors":[{"name":"Davy Cheng","is_ca":true},{"name":"John Pepper","is_ca":false},{"name":"Janet Martin","is_ca":true},{"name":"Rex Stanbridge","is_ca":false},{"name":"Francis D. Ferdinand","is_ca":false},{"name":"W.R. Eric Jamieson","is_ca":true},{"name":"Paul Stelzer","is_ca":false},{"name":"Geoffrey Berg","is_ca":false},{"name":"Guido Sani","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01822443311926353,"gpt":0.3440197960042711,"spread":0.3257953628850076,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01379753,0.00304313,0.01328184,0.003087686,0.0003738977,0.00304071,0.001825441,0.002335437,0.002860756],"category_scores_gemma":[0.02852827,0.00125717,0.03913915,0.002574759,0.0006484783,0.001377797,0.0009172785,0.002273053,0.000259475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001245214,"about_ca_system_score_gemma":0.00106915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00262368,"about_ca_topic_score_gemma":0.003647889,"domain_scores_codex":[0.9867562,0.008412343,0.001946202,0.001717525,0.0008692078,0.0002985642],"domain_scores_gemma":[0.984963,0.01193437,0.002042893,0.0003838243,0.0004748154,0.0002009851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"observational","study_design_scores_codex":[0.009794254,0.00004963121,0.006986319,0.04515564,0.9300123,0.0001146897,0.00003351753,0.0009179363,0.0003579962,0.0001667131,0.000317579,0.006093338],"study_design_scores_gemma":[0.003135494,0.001079034,0.004523626,0.002917191,0.9860553,0.0001080947,0.00002261529,0.0005810864,0.0002976056,0.0003814151,0.0008834344,0.0000150766],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.05569544,0.9368045,0.002944018,0.0009302062,0.001114841,0.0004546773,0.0009786445,0.00007633843,0.001001307],"genre_scores_gemma":[0.7744612,0.215545,0.004651193,0.001797916,0.001225464,0.0007701814,0.0007723437,0.00004780466,0.0007288872],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01379753,"threshold_uncertainty_score":0.0729692,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3122349915","doi":"10.1177/1556984520978316","title":"The International Society for Minimally Invasive Cardiothoracic Surgery Expert Consensus Statement on Transcatheter and Surgical Aortic Valve Replacement in Low- and Intermediate-Risk Patients: A Meta-Analysis of Randomized and Propensity-Matched Studies","year":2021,"lang":"en","type":"article","venue":"Innovations Technology and Techniques in Cardiothoracic and Vascular Surgery","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Paul's Hospital; University of British Columbia; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Aortic valve replacement; Perioperative; Odds ratio; Valve replacement; Stroke (engine); Randomized controlled trial; Confidence interval; Relative risk; Internal medicine; Aortic valve stenosis; Surgery; Stenosis; Cardiology; Aortic valve; Propensity score matching; Cardiac surgery","authors":[{"name":"Vinod H. Thourani","is_ca":false},{"name":"J. James Edelman","is_ca":false},{"name":"Sari D. Holmes","is_ca":false},{"name":"Tom C. Nguyen","is_ca":false},{"name":"John D. Carroll","is_ca":false},{"name":"Michael J. Mack","is_ca":false},{"name":"Samir Kapadia","is_ca":false},{"name":"Gilbert H.L. Tang","is_ca":false},{"name":"Susheel Kodali","is_ca":false},{"name":"Tsuyoshi Kaneko","is_ca":false},{"name":"Christopher Meduri","is_ca":false},{"name":"Jessica Forcillo","is_ca":true},{"name":"Francis D. Ferdinand","is_ca":false},{"name":"Gregory P. Fontana","is_ca":false},{"name":"Piotr Suwalski","is_ca":false},{"name":"Bob Kiaii","is_ca":false},{"name":"Husam H. Balkhy","is_ca":false},{"name":"Anson Cheung","is_ca":true},{"name":"Michael A. Borger","is_ca":false},{"name":"Michael J. Reardon","is_ca":false},{"name":"Martin B. Leon","is_ca":false},{"name":"Jeffrey J. Popma","is_ca":false},{"name":"Niv Ad","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04091494730356868,"gpt":0.3615107624294577,"spread":0.3205958151258891,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.06489646,0.002807094,0.01892289,0.007649134,0.0006590054,0.004438375,0.002706506,0.003458276,0.003116543],"category_scores_gemma":[0.09359325,0.001782127,0.04428452,0.005336486,0.000818677,0.001788932,0.002183658,0.002228964,0.0004437503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002485941,"about_ca_system_score_gemma":0.003691634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003704147,"about_ca_topic_score_gemma":0.004467644,"domain_scores_codex":[0.956735,0.02514804,0.01131584,0.002795738,0.003545825,0.0004595457],"domain_scores_gemma":[0.9149854,0.06032163,0.01532783,0.003431555,0.00515072,0.0007828631],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.004420796,0.0000292624,0.009601613,0.1209264,0.8396593,0.0001092431,0.00007506505,0.001076543,0.0002375696,0.0003295343,0.002687259,0.02084748],"study_design_scores_gemma":[0.002652056,0.0002084352,0.007570599,0.019869,0.9627683,0.0001339831,0.00003939938,0.0008407048,0.0002241825,0.001246029,0.00439263,0.00005466625],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.008486442,0.9744776,0.007201505,0.003500738,0.001395866,0.001720883,0.002326868,0.0001234301,0.0007666387],"genre_scores_gemma":[0.3199316,0.6218407,0.03189246,0.007356624,0.002455065,0.009563325,0.005583129,0.0002836883,0.001093277],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9810771,"threshold_uncertainty_score":0.3432094,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2291662546","doi":"10.1097/imi.0000000000000235","title":"Augmented Reality System for Ultrasound Guidance of Transcatheter Aortic Valve Implantation","year":2016,"lang":"en","type":"article","venue":"Innovations Technology and Techniques in Cardiothoracic and Vascular Surgery","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"London Health Sciences Centre; Lawson Health Research Institute; Western University","funders":"Canadian Institutes of Health Research; London Health Sciences Centre","keywords":"Fluoroscopy; Aortic valve; Cardiac skeleton; Medicine; Aortic root; Radiology; Aorta; Surgery","authors":[{"name":"Maria Currie","is_ca":true},{"name":"A. Jonathan McLeod","is_ca":true},{"name":"John Moore","is_ca":true},{"name":"Michael Chu","is_ca":true},{"name":"Rajni V. Patel","is_ca":true},{"name":"Bob Kiaii","is_ca":true},{"name":"Terry M. Peters","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01837753433985478,"gpt":0.3386846928244174,"spread":0.3203071584845626,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001069293,0.0008339206,0.0006362716,0.0009532289,0.0002285291,0.001254396,0.0008712802,0.001084341,0.005000286],"category_scores_gemma":[0.003043416,0.0004885745,0.0009643556,0.0004164163,0.0002827853,0.0005555255,0.001398566,0.0007623524,0.001617395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003052831,"about_ca_system_score_gemma":0.000627409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001234206,"about_ca_topic_score_gemma":0.001316459,"domain_scores_codex":[0.9988196,0.000465363,0.00008956519,0.0001694825,0.000400734,0.00005515258],"domain_scores_gemma":[0.9986709,0.0004333302,0.0001517444,0.0002347422,0.00042649,0.00008274393],"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":[0.002790834,0.0004399531,0.007269158,0.001178342,0.000413223,0.001560258,0.001268577,0.04041211,0.1947541,0.003560032,0.01152988,0.7348235],"study_design_scores_gemma":[0.0005966014,0.003223731,0.03203018,0.000456375,0.0006858482,0.006729565,0.0004852949,0.77462,0.1061129,0.003736013,0.07071358,0.000609796],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05711029,0.001571073,0.9308202,0.0003075752,0.0002506154,0.0002347834,0.0007863616,0.005933638,0.002985459],"genre_scores_gemma":[0.4444157,0.001317561,0.5485393,0.0003221898,0.0001400984,0.0007776012,0.001286744,0.0002778345,0.002922908],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005000286,"threshold_uncertainty_score":0.01672763,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2023360144","doi":"10.1097/imi.0000000000000133","title":"Long-term Patency of Endoscopically Harvested Radial Arteries: From a Randomized Controlled Trial","year":2015,"lang":"en","type":"article","venue":"Innovations Technology and Techniques in Cardiothoracic and Vascular Surgery","topic":"Cardiac and Coronary Surgery Techniques","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":"London Health Sciences Centre; Western University","funders":"London Health Sciences Centre","keywords":"Medicine; Radial artery; Artery; Coronary arteries; Angina; Surgery; Bypass grafting; Randomized controlled trial; Angiography; Cardiology; Myocardial infarction","authors":[{"name":"Daniel J.P. Burns","is_ca":true},{"name":"Stuart A. Swinamer","is_ca":true},{"name":"Stephanie A. Fox","is_ca":true},{"name":"Jonathan Romsa","is_ca":true},{"name":"William C. Vezina","is_ca":true},{"name":"Çiğdem Akincioğlu","is_ca":true},{"name":"James Warrington","is_ca":true},{"name":"Lin-Rui Guo","is_ca":true},{"name":"Michael Chu","is_ca":true},{"name":"Mackenzie Quantz","is_ca":true},{"name":"Richard J. Novick","is_ca":true},{"name":"Bob Kiaii","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02001242391405189,"gpt":0.2918678655905071,"spread":0.2718554416764552,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005832994,0.001240807,0.004154703,0.0003595585,0.0005677119,0.001585915,0.0007977057,0.002089657,0.005004407],"category_scores_gemma":[0.005621369,0.0006481956,0.003089976,0.0005112986,0.001162727,0.001297514,0.0004868785,0.002211257,0.0004540793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004963126,"about_ca_system_score_gemma":0.001038944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003958106,"about_ca_topic_score_gemma":0.001005396,"domain_scores_codex":[0.9964264,0.002155015,0.0004195475,0.0004653703,0.0002748934,0.0002587786],"domain_scores_gemma":[0.9961244,0.001676145,0.001165526,0.0002566835,0.0002538482,0.0005233443],"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":[0.9813176,0.002208489,0.001908515,0.001408526,0.003521083,0.00006078547,0.00003945775,0.00009469873,0.0005123522,0.00005564721,0.0002738394,0.008598966],"study_design_scores_gemma":[0.9606518,0.03181158,0.00331374,0.0001605221,0.003301891,0.00003939837,0.0000248158,0.0001343895,0.0001833408,0.00006138982,0.00030455,0.00001262447],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.964741,0.02602545,0.001071811,0.0008804424,0.001130866,0.003912833,0.0008056031,0.00007727044,0.001354783],"genre_scores_gemma":[0.9855942,0.006462571,0.001106907,0.001067101,0.001068165,0.003462921,0.0005751874,0.00001240961,0.0006505643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005832994,"threshold_uncertainty_score":0.03084821,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3150948960","doi":"10.1177/15569845211000332","title":"Minimally Invasive Versus Sternotomy for Mitral Surgery in the Elderly: A Systematic Review and Meta-Analysis","year":2021,"lang":"en","type":"review","venue":"Innovations Technology and Techniques in Cardiothoracic and Vascular Surgery","topic":"Cardiac and Coronary Surgery Techniques","field":"Medicine","cited_by":24,"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":"Medicine; Atrial fibrillation; Odds ratio; Blood transfusion; Surgery; Cardiopulmonary bypass; Mitral valve replacement; Meta-analysis; Randomized controlled trial; Stroke (engine); Mitral valve; Blood product; Intubation; Intensive care unit; Anesthesia; Internal medicine; Cardiology","authors":[{"name":"Ali Hage","is_ca":true},{"name":"Fadi Hage","is_ca":true},{"name":"Hussein A. Al-Amodi","is_ca":true},{"name":"Suruchi Gupta","is_ca":false},{"name":"Stefania Papatheodorou","is_ca":false},{"name":"Robert B. Hawkins","is_ca":false},{"name":"Gorav Ailawadi","is_ca":false},{"name":"Murray A. Mittleman","is_ca":false},{"name":"Michael Chu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08573640828818507,"gpt":0.3744763152047074,"spread":0.2887399069165223,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009837582,0.002361845,0.02008837,0.005122353,0.000535062,0.00265804,0.001824657,0.002002366,0.002864632],"category_scores_gemma":[0.02144657,0.001370818,0.03675335,0.005930639,0.0005620768,0.001436637,0.001228278,0.00153531,0.0002414846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001760658,"about_ca_system_score_gemma":0.002415453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004905722,"about_ca_topic_score_gemma":0.01066009,"domain_scores_codex":[0.993351,0.00284463,0.002108188,0.0007645828,0.0007061683,0.0002254611],"domain_scores_gemma":[0.986715,0.009315792,0.002543919,0.0003352874,0.0008952247,0.0001947506],"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":[0.002128868,0.00003129362,0.003782223,0.3199953,0.6650841,0.0001136784,0.00006299544,0.0004254762,0.0002030897,0.00008067342,0.0003772801,0.007714925],"study_design_scores_gemma":[0.0004946699,0.0001727621,0.003100998,0.01718305,0.9778541,0.0000714693,0.00002771516,0.000139988,0.00007125852,0.00009519826,0.0007719535,0.00001689905],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006217496,0.9922995,0.0004136444,0.0001718825,0.0001189122,0.0002020938,0.00040214,0.00001764255,0.0001568171],"genre_scores_gemma":[0.1989055,0.7950912,0.002475459,0.0009629837,0.0003599317,0.001072132,0.0008043831,0.00002964712,0.0002987171],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02008837,"threshold_uncertainty_score":0.05202675,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2808168500","doi":"10.1097/imi.0000000000000510","title":"Homograft versus Conventional Prosthesis for Surgical Management of Aortic Valve Infective Endocarditis","year":2018,"lang":"en","type":"review","venue":"Innovations Technology and Techniques in Cardiothoracic and Vascular Surgery","topic":"Infective Endocarditis Diagnosis and Management","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Endocarditis; Prosthesis; Confidence interval; Infective endocarditis; Surgery; Interquartile range; Perioperative; Internal medicine; Hazard ratio; Rate ratio; Abscess; Incidence (geometry)","authors":[{"name":"Bobby Yanagawa","is_ca":true},{"name":"Amine Mazine","is_ca":true},{"name":"Derrick Y. Tam","is_ca":true},{"name":"Peter Jüni","is_ca":true},{"name":"Deepak L. Bhatt","is_ca":false},{"name":"Stephen M. Spindel","is_ca":false},{"name":"John D. Puskas","is_ca":false},{"name":"Subodh Verma","is_ca":true},{"name":"Jan O. Friedrich","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04161526351023333,"gpt":0.3703268725902859,"spread":0.3287116090800526,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003967283,0.0008064797,0.005358966,0.002304851,0.0002831921,0.001473679,0.0007909728,0.001084996,0.002527956],"category_scores_gemma":[0.008687378,0.00040294,0.00945806,0.001936432,0.000521263,0.0008072882,0.0005464944,0.0008547034,0.0001483873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000918041,"about_ca_system_score_gemma":0.0009488649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001350753,"about_ca_topic_score_gemma":0.003731738,"domain_scores_codex":[0.9970177,0.001289949,0.0008382569,0.0003711314,0.0004019031,0.00008104319],"domain_scores_gemma":[0.9944015,0.003780026,0.001390246,0.00009547974,0.0002483,0.00008440179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01235363,0.0001307482,0.009203507,0.5861437,0.3285471,0.0001890228,0.0001495089,0.0004396691,0.001107532,0.0003164932,0.0007074851,0.06071166],"study_design_scores_gemma":[0.006631227,0.003181942,0.02825013,0.1096447,0.843015,0.0005166328,0.0002117662,0.0004327172,0.0007932381,0.000572173,0.006694419,0.00005602563],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0158329,0.9832094,0.0001569089,0.0001280393,0.0001347594,0.00008761171,0.0001690553,0.000006588354,0.0002746828],"genre_scores_gemma":[0.331371,0.6655951,0.0009836241,0.000727824,0.0003982669,0.0002709837,0.0003252251,0.000009050903,0.0003190378],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005358966,"threshold_uncertainty_score":0.02098125,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2972889459","doi":"10.1177/1556984519872998","title":"Hybrid Coronary Artery Revascularization: A Review and Current Evidence","year":2019,"lang":"en","type":"review","venue":"Innovations Technology and Techniques in Cardiothoracic and Vascular Surgery","topic":"Cardiac and Coronary Surgery Techniques","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Medicine; Cardiology; Conventional PCI; Internal medicine; Artery; Percutaneous coronary intervention; Revascularization; Myocardial infarction; Coronary artery disease; Atrial fibrillation; Right coronary artery; Surgery","authors":[{"name":"Bob Kiaii","is_ca":true},{"name":"Patrick Teefy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05726475764016112,"gpt":0.3648392524239214,"spread":0.3075744947837603,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001782718,0.0008958448,0.00247208,0.007140415,0.0003907426,0.001896863,0.001679982,0.001441821,0.003368247],"category_scores_gemma":[0.005366991,0.0005105447,0.001716513,0.007778049,0.0006451578,0.001855054,0.000690844,0.0009849356,0.0005068661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007556987,"about_ca_system_score_gemma":0.002879792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001512205,"about_ca_topic_score_gemma":0.002704622,"domain_scores_codex":[0.9990539,0.0001470094,0.0004029893,0.0001381699,0.0002108085,0.0000470487],"domain_scores_gemma":[0.9938651,0.004328305,0.001095249,0.00007339609,0.0005280474,0.000109953],"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":[0.0002951816,0.0001817488,0.003114209,0.3854467,0.001478471,0.0006267916,0.0002765222,0.0003012588,0.0005796415,0.001294169,0.01259367,0.5938118],"study_design_scores_gemma":[0.0001928751,0.0008272011,0.02289137,0.5760568,0.02137507,0.01099244,0.001215712,0.0005511398,0.0007352894,0.002883846,0.362142,0.0001362326],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002959955,0.9992399,0.00003572627,0.0001525001,0.00005033764,0.000006724203,0.00002442696,0.000002548608,0.0001918801],"genre_scores_gemma":[0.001553956,0.99805,0.0001097076,0.0001212012,0.0001022884,0.00001009543,0.0000279667,7.052767e-7,0.00002401314],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007140415,"threshold_uncertainty_score":0.01126796,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3048327657","doi":"10.1177/1556984520938897","title":"Oversizing Increases Pacemaker Implantation Rate After Sutureless Minimally Invasive Aortic Valve Replacement","year":2020,"lang":"en","type":"article","venue":"Innovations Technology and Techniques in Cardiothoracic and Vascular Surgery","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Montreal Heart Institute","funders":"","keywords":"Medicine; Aortic valve replacement; Cardiology; Surgery; Permanent pacemaker; Aortic valve; Internal medicine; Stenosis","authors":[{"name":"Borut Geršak","is_ca":false},{"name":"Mattia Glauber","is_ca":false},{"name":"Denis Bouchard","is_ca":true},{"name":"Jure Jug","is_ca":false},{"name":"Marco Solinas","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01422984072096985,"gpt":0.3079616857550642,"spread":0.2937318450340944,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007454871,0.0001958918,0.0002033913,0.0003068086,0.0001741998,0.0004500336,0.0001806102,0.0002681863,0.001674495],"category_scores_gemma":[0.005378011,0.0001589786,0.0004175002,0.0002597792,0.0002020603,0.0002748029,0.0002901265,0.000421553,0.0001852127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007020371,"about_ca_system_score_gemma":0.0001222468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001848087,"about_ca_topic_score_gemma":0.000234875,"domain_scores_codex":[0.9993253,0.0002192601,0.0001162244,0.00009544506,0.0001461926,0.00009763284],"domain_scores_gemma":[0.9930164,0.002087166,0.003978936,0.0003161809,0.0002002099,0.0004012605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000235953,0.00002834328,0.9965882,0.00001073281,0.0000346948,0.0002721148,0.00002641587,0.0000461192,0.0004470171,0.00001101492,0.00002978327,0.002269607],"study_design_scores_gemma":[0.000005819145,0.0004522791,0.9952377,0.00001220148,0.00003985514,0.00312143,0.00007892507,0.0004723353,0.0004126266,0.00003227309,0.0001298152,0.000004796157],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994237,0.0002808899,0.0001364264,0.00001973251,0.000006309561,0.00000146285,0.00002421056,0.000003472481,0.000103732],"genre_scores_gemma":[0.99975,0.00008097687,0.00005923457,0.000009025679,0.00001377642,9.813191e-7,0.00002942066,0.000001137714,0.00005538789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001674495,"threshold_uncertainty_score":0.005601764,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2090977831","doi":"10.1097/imi.0b013e31820c91a7","title":"The Techniques of Endobronchial Ultrasound-Guided Transbronchial Needle Aspiration","year":2011,"lang":"en","type":"article","venue":"Innovations Technology and Techniques in Cardiothoracic and Vascular Surgery","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto General Hospital; University Health Network","funders":"","keywords":"Medicine; Radiology; Bronchoscopy; Mediastinoscopy; Biopsy; Lymph node; Lung cancer; Pathology","authors":[{"name":"Takahiro Nakajima","is_ca":true},{"name":"Kazuhiro Yasufuku","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02683886860971971,"gpt":0.2933720823821317,"spread":0.266533213772412,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002923261,0.0008515518,0.0007112111,0.003550872,0.0007379748,0.00166842,0.001293633,0.001924593,0.00251115],"category_scores_gemma":[0.004189698,0.000657512,0.001407719,0.002019552,0.001413051,0.002131053,0.001339435,0.001865065,0.00362676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009234811,"about_ca_system_score_gemma":0.001751404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003080043,"about_ca_topic_score_gemma":0.003938567,"domain_scores_codex":[0.9971303,0.0006294671,0.000380859,0.000567289,0.001157544,0.0001345984],"domain_scores_gemma":[0.9984794,0.0005267144,0.0002074142,0.0001685941,0.0005393282,0.000078524],"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":[0.0002451731,0.00009376979,0.01018108,0.003600462,0.0001502749,0.001456425,0.0007583335,0.0006901111,0.03853112,0.004942935,0.009129553,0.9302208],"study_design_scores_gemma":[0.0001424835,0.001149372,0.04808784,0.004516119,0.0006680692,0.07410979,0.001014495,0.006440962,0.09388137,0.01344986,0.7558762,0.0006633825],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02902161,0.450134,0.4553321,0.005964636,0.002977467,0.001402191,0.001118296,0.001650288,0.05239941],"genre_scores_gemma":[0.1398189,0.2183729,0.6172955,0.004763645,0.001930631,0.001154437,0.001309229,0.0004531051,0.01490168],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003550872,"threshold_uncertainty_score":0.0154599,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2070898632","doi":"10.1097/imi.0b013e3182552ade","title":"The Early Inflammatory Response in a Mini–Cardiopulmonary Bypass System a Prospective Randomized Study","year":2012,"lang":"en","type":"article","venue":"Innovations Technology and Techniques in Cardiothoracic and Vascular Surgery","topic":"Cardiac and Coronary Surgery Techniques","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"London Health Sciences Centre; Lawson Health Research Institute; Western University","funders":"","keywords":"Cardiopulmonary bypass; Medicine; Extracorporeal circulation; Monocyte; C-reactive protein; Complement system; Immunology; Internal medicine; Inflammation; Immune system","authors":[{"name":"Bob Kiaii","is_ca":true},{"name":"Stephanie A. Fox","is_ca":true},{"name":"Stuart A. Swinamer","is_ca":true},{"name":"Reiza Rayman","is_ca":true},{"name":"Jennifer Higgins","is_ca":true},{"name":"Andrew Cleland","is_ca":true},{"name":"Philip Fernandes","is_ca":true},{"name":"James MacDonald","is_ca":true},{"name":"Wojciech B. Dobkowski","is_ca":true},{"name":"Larry Stitt","is_ca":true},{"name":"Richard J. Novick","is_ca":true},{"name":"Bhagirath Singh","is_ca":true},{"name":"Y Bureau","is_ca":true},{"name":"Kelly Summers","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00937450703955653,"gpt":0.2741122118938059,"spread":0.2647377048542493,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001756289,0.0007214026,0.001680056,0.000219517,0.0003876834,0.0006382518,0.0003935474,0.0008745831,0.003001214],"category_scores_gemma":[0.001411991,0.0004502901,0.001143942,0.0002743636,0.0007402152,0.000553359,0.0003480991,0.0009729619,0.0003043985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002779907,"about_ca_system_score_gemma":0.000847701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002619929,"about_ca_topic_score_gemma":0.0004452572,"domain_scores_codex":[0.999044,0.0004658161,0.00008304478,0.0001809556,0.00009504909,0.0001312099],"domain_scores_gemma":[0.9983199,0.0003621778,0.0004270542,0.0001515341,0.00009968916,0.0006396315],"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":[0.9098465,0.01972188,0.05371834,0.0004438258,0.001545046,0.0001137383,0.0001019246,0.0001611246,0.004798112,0.00008448313,0.0002282646,0.009236707],"study_design_scores_gemma":[0.2200641,0.6081933,0.1667852,0.00008291669,0.001385067,0.0002669158,0.0001713307,0.0008364941,0.0009098274,0.0001469507,0.001110479,0.00004746598],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987753,0.0004450885,0.000111965,0.00004520331,0.00005300768,0.0003692312,0.0000563692,0.000002575468,0.0001412117],"genre_scores_gemma":[0.9975724,0.0003642935,0.0004045077,0.0002387241,0.000220573,0.0006742419,0.0002141103,0.000001691623,0.0003093946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003001214,"threshold_uncertainty_score":0.01004004,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1978400065","doi":"10.1097/imi.0000000000000086","title":"Minimal-Access Left Ventricular Assist Device Implantation","year":2014,"lang":"en","type":"article","venue":"Innovations Technology and Techniques in Cardiothoracic and Vascular Surgery","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Ventricular assist device; Cardiology; Internal medicine; Medicine; Heart failure","authors":[{"name":"Anson Cheung","is_ca":true},{"name":"Jia-Lin Soon","is_ca":true},{"name":"Jamil Bashir","is_ca":true},{"name":"Annemarie Kaan","is_ca":true},{"name":"Andrew Ignaszewski","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01608609907567941,"gpt":0.2743026658942039,"spread":0.2582165668185245,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002815926,0.0003241848,0.0003052974,0.0002934151,0.0001982808,0.0003692141,0.0002992044,0.0001799962,0.003506205],"category_scores_gemma":[0.0009484288,0.00006581937,0.0002329092,0.0001472684,0.000203081,0.000226285,0.0004307131,0.000280582,0.0005103768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001551552,"about_ca_system_score_gemma":0.0003141305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009859345,"about_ca_topic_score_gemma":0.0002134929,"domain_scores_codex":[0.9997502,0.00002937755,0.00003857572,0.0000519456,0.00008319705,0.00004670921],"domain_scores_gemma":[0.9992441,0.0001959427,0.0002476371,0.00006100536,0.00005214916,0.0001991182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003007646,0.0006810021,0.7156863,0.0008879511,0.0003930197,0.01022579,0.0002336671,0.001100556,0.04006475,0.0009296112,0.002980608,0.2238091],"study_design_scores_gemma":[0.0004102108,0.009715142,0.8264891,0.0003933415,0.0002630984,0.1270448,0.0002451657,0.002398449,0.01201191,0.001089791,0.01987849,0.00006055777],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846839,0.004331006,0.005533408,0.0001475007,0.0000846012,0.00005826607,0.0003611069,0.0001125269,0.004687587],"genre_scores_gemma":[0.9965592,0.0006102429,0.001299561,0.0001231535,0.0001408012,0.00002679472,0.0005290023,0.000006854127,0.0007043077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003506205,"threshold_uncertainty_score":0.01172948,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2794418742","doi":"10.1097/imi.0000000000000463","title":"Dynamic Patient-Specific Three-Dimensional Simulation of Mitral Repair","year":2018,"lang":"en","type":"article","venue":"Innovations Technology and Techniques in Cardiothoracic and Vascular Surgery","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"London Health Sciences Centre; Western University; Robarts Clinical Trials","funders":"","keywords":"Mitral valve repair; Medicine; Mitral valve; Mitral regurgitation; Cardiology; Internal medicine; Radiology; Surgery","authors":[{"name":"Olivia Ginty","is_ca":true},{"name":"John M. Moore","is_ca":true},{"name":"Yuanwei Xu","is_ca":true},{"name":"Wenyao Xia","is_ca":true},{"name":"Satoru Fujii","is_ca":true},{"name":"Daniel Bainbridge","is_ca":true},{"name":"Terry M. Peters","is_ca":true},{"name":"Bob Kiaii","is_ca":true},{"name":"Michael Chu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01391654717957025,"gpt":0.3250080296025877,"spread":0.3110914824230174,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005777943,0.0003835356,0.0002425622,0.0002163426,0.0001041633,0.0007441789,0.0005816832,0.0006322544,0.001725979],"category_scores_gemma":[0.002330911,0.0002633156,0.0005463554,0.0001164457,0.0004311479,0.000307366,0.000560233,0.000310493,0.0003076856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002650566,"about_ca_system_score_gemma":0.0003289874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006138146,"about_ca_topic_score_gemma":0.0005064394,"domain_scores_codex":[0.9997305,0.0001015428,0.00002462946,0.00004052409,0.00008905729,0.00001370369],"domain_scores_gemma":[0.9992411,0.0004399114,0.00009642719,0.0001368739,0.00004659771,0.00003911334],"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":[0.0003341246,0.0002670655,0.0135192,0.0002177768,0.00007969799,0.0004743386,0.0004591401,0.8827606,0.06268148,0.001474831,0.0006815543,0.03705028],"study_design_scores_gemma":[0.00007620313,0.0005643256,0.008625972,0.00004143042,0.00006528675,0.001004536,0.00006944438,0.9612462,0.02329904,0.001208836,0.003737718,0.00006113385],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5383289,0.0002190331,0.455832,0.0001905914,0.00004946818,0.0001881248,0.0003566917,0.001069403,0.00376582],"genre_scores_gemma":[0.9364318,0.0001877797,0.06194611,0.00006662629,0.00001309313,0.0001608749,0.0002675776,0.00007671162,0.0008495265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001725979,"threshold_uncertainty_score":0.005773962,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4312019885","doi":"10.1177/15569845221141488","title":"A Systematic Review and Meta-Analysis of Robot-Assisted Mitral Valve Repair","year":2022,"lang":"en","type":"review","venue":"Innovations Technology and Techniques in Cardiothoracic and Vascular Surgery","topic":"Cardiac and Coronary Surgery Techniques","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Provincial Laboratory of Public Health; Libin Cardiovascular Institute of Alberta; University of Alberta; University of Calgary","funders":"","keywords":"Medicine; Atrial fibrillation; Surgery; Mitral valve repair; Mitral valve; Randomized controlled trial; Meta-analysis; Stroke (engine); Median sternotomy; Cardiac surgery; Cardiology; Internal medicine; Engineering","authors":[{"name":"Ali Fatehi Hassanabad","is_ca":true},{"name":"Fernanda Naomi Inagaki Nagase","is_ca":true},{"name":"Ameen Basha","is_ca":true},{"name":"Fadi Hammal","is_ca":true},{"name":"Devidas Menon","is_ca":true},{"name":"William Kent","is_ca":true},{"name":"Imtiaz S. Ali","is_ca":true},{"name":"Jeevan Nagendran","is_ca":true},{"name":"Tania Stafinski","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06703473622813436,"gpt":0.3613992756371141,"spread":0.2943645394089798,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01353198,0.00268997,0.01717443,0.007955783,0.000695643,0.003376535,0.00197967,0.002071435,0.003946586],"category_scores_gemma":[0.03805571,0.001262074,0.03396089,0.007866004,0.0006419946,0.001753257,0.001319992,0.001874519,0.0003335976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002681786,"about_ca_system_score_gemma":0.004896524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005956324,"about_ca_topic_score_gemma":0.01228084,"domain_scores_codex":[0.9857247,0.007256842,0.003948217,0.001108033,0.001631081,0.0003310321],"domain_scores_gemma":[0.9808143,0.01339398,0.003279525,0.0005571346,0.001722318,0.0002327103],"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":[0.001333603,0.00002822458,0.001826518,0.5549291,0.4259517,0.0001319398,0.00006898198,0.0004862636,0.0001693963,0.000140295,0.0006586112,0.01427541],"study_design_scores_gemma":[0.0006327237,0.0002584477,0.003244118,0.05823084,0.9340695,0.0001612905,0.00005300376,0.0002162257,0.0001248078,0.0002475159,0.002729476,0.00003214948],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002343125,0.9959286,0.000464622,0.0001617333,0.0001521363,0.0002979111,0.0003909539,0.00001625421,0.0002447528],"genre_scores_gemma":[0.1015403,0.8922984,0.002749488,0.0007051948,0.0002487529,0.001391535,0.000764464,0.00002543777,0.0002763342],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01717443,"threshold_uncertainty_score":0.07156479,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2598566079","doi":"10.1097/imi.0000000000000355","title":"Is the Future of Coronary Arterial Revascularization a Hybrid Approach?","year":2017,"lang":"en","type":"article","venue":"Innovations Technology and Techniques in Cardiothoracic and Vascular Surgery","topic":"Cardiac and Coronary Surgery Techniques","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia; Université de Montréal; Montreal Heart Institute; St. Paul's Hospital; London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Conventional PCI; Revascularization; Surgery; Percutaneous coronary intervention; Internal thoracic artery; Intensive care unit; Stent; Anastomosis; Angina; Percutaneous; Artery; Cardiology; Internal medicine; Myocardial infarction; Bypass grafting","authors":[{"name":"Vincenzo Giambruno","is_ca":true},{"name":"Ahmad Hafiz","is_ca":true},{"name":"Stephanie A. Fox","is_ca":true},{"name":"Hugues Jeanmart","is_ca":true},{"name":"Richard Cook","is_ca":true},{"name":"Feras Khaliel","is_ca":true},{"name":"Patrick Teefy","is_ca":true},{"name":"Kumar Sridhar","is_ca":true},{"name":"Shahar Lavi","is_ca":true},{"name":"Rodrigo Bagur","is_ca":true},{"name":"Varinder K. Randhawa","is_ca":true},{"name":"Iván Iglesias","is_ca":true},{"name":"Philip M. Jones","is_ca":true},{"name":"Christopher Harle","is_ca":true},{"name":"Daniel Bainbridge","is_ca":true},{"name":"Michael Chu","is_ca":true},{"name":"Bob Kiaii","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01519729601744802,"gpt":0.282319115794789,"spread":0.267121819777341,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001491567,0.0002291656,0.0003021766,0.0003552824,0.0003026226,0.001479238,0.0003402431,0.0009957255,0.002995626],"category_scores_gemma":[0.002008257,0.00009367218,0.0002484863,0.0003588204,0.001477944,0.001950326,0.000440047,0.001017135,0.0004638216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003951727,"about_ca_system_score_gemma":0.0006270105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002405353,"about_ca_topic_score_gemma":0.0005532277,"domain_scores_codex":[0.9995717,0.0001347744,0.00003287591,0.00008537623,0.0001221861,0.00005303194],"domain_scores_gemma":[0.9985001,0.0005742459,0.0003440158,0.00009549384,0.0002147223,0.0002714059],"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":[0.001221643,0.0005137675,0.1765453,0.001302639,0.0002576033,0.001772579,0.0005116808,0.0006227164,0.006365236,0.01217744,0.01210235,0.786607],"study_design_scores_gemma":[0.0003637169,0.006034541,0.6013346,0.005136894,0.0007458368,0.06695418,0.007572281,0.006101646,0.004104677,0.06983885,0.2315618,0.0002510076],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.4169679,0.4249756,0.006320054,0.1344213,0.002258987,0.0000188544,0.0001355398,0.0001137945,0.01478796],"genre_scores_gemma":[0.8702279,0.1115672,0.003231587,0.00781036,0.005496399,0.00002739698,0.00008431536,0.00001583795,0.001538986],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.002995626,"threshold_uncertainty_score":0.01002139,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1988268829","doi":"10.1097/imi.0b013e31802fe0b7","title":"Transmyocardial Laser Revascularization: A Consensus Statement of the International Society of Minimally Invasive Cardiothoracic Surgery (ISMICS) 2006","year":2006,"lang":"en","type":"article","venue":"Innovations Technology and Techniques in Cardiothoracic and Vascular Surgery","topic":"Pain Management and Treatment","field":"Medicine","cited_by":18,"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; University of Toronto; London Health Sciences Centre; Western University","funders":"American Heart Association","keywords":"Medicine; Angina; Revascularization; Canadian Cardiovascular Society; Coronary artery disease; Percutaneous coronary intervention; Bypass surgery; Medical therapy; Percutaneous; Catheter; Cardiology; Intensive care medicine; Internal medicine; Surgery; Artery; Myocardial infarction","authors":[{"name":"Anno Diegeler","is_ca":false},{"name":"Davy Cheng","is_ca":true},{"name":"Keith B. Allen","is_ca":false},{"name":"Richard D. Weisel","is_ca":true},{"name":"Georg Lutter","is_ca":false},{"name":"Michele Sartori","is_ca":false},{"name":"Tohru Asai","is_ca":false},{"name":"Lars Aaberge","is_ca":false},{"name":"Keith J. Horvath","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01390456252772535,"gpt":0.2633485149348247,"spread":0.2494439524070994,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01928868,0.001156007,0.001590803,0.002974567,0.001256051,0.001915234,0.003780694,0.007570048,0.003090544],"category_scores_gemma":[0.01751811,0.0006300411,0.001865582,0.002259124,0.001636212,0.001558779,0.002062182,0.007385921,0.003054012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002372042,"about_ca_system_score_gemma":0.01376285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003651902,"about_ca_topic_score_gemma":0.00431719,"domain_scores_codex":[0.9922647,0.002184921,0.002092649,0.0003621441,0.002751982,0.0003436365],"domain_scores_gemma":[0.977856,0.004107814,0.002480223,0.0003569317,0.01306531,0.0021337],"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":[0.0002205082,0.0002850398,0.002980011,0.008701364,0.0001634239,0.0008193249,0.0005188874,0.0008424619,0.002189504,0.00451206,0.6041874,0.37458],"study_design_scores_gemma":[0.0002288271,0.0002514936,0.007408983,0.01946317,0.000282446,0.002219669,0.000753143,0.0009132958,0.001367569,0.007815895,0.9592025,0.00009292706],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.005974451,0.3216289,0.02367896,0.5614916,0.05697091,0.003095904,0.002002938,0.0002589772,0.02489739],"genre_scores_gemma":[0.06534895,0.4739964,0.1810248,0.1830941,0.04258264,0.007281479,0.01028616,0.0002433683,0.03614209],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.01928868,"threshold_uncertainty_score":0.1020095,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2997639974","doi":"10.1177/1556984519894298","title":"Early Clinical Experiences of Robotic Assisted Aortic Valve Replacement for Aortic Valve Stenosis with Sutureless Aortic Valve","year":2020,"lang":"en","type":"article","venue":"Innovations Technology and Techniques in Cardiothoracic and Vascular Surgery","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Cardiac skeleton; Aortic valve; Aortic valve replacement; Ascending aorta; Cannula; Aortic valve stenosis; Stenosis; Cardiopulmonary bypass; Aorta; Thoracotomy; Surgery; Cardiology","authors":[{"name":"Eiki Nagaoka","is_ca":true},{"name":"Jill Gelinas","is_ca":true},{"name":"Marco Vola","is_ca":false},{"name":"Bob Kiaii","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03540227253582811,"gpt":0.3647897488791239,"spread":0.3293874763432957,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001242342,0.0006369763,0.0003604046,0.0009713647,0.0007882888,0.0009067394,0.0009575275,0.001127307,0.00253876],"category_scores_gemma":[0.006104238,0.0004191336,0.0006210985,0.0005825406,0.0008771945,0.0008813873,0.0009121135,0.0008453574,0.001030859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003092041,"about_ca_system_score_gemma":0.0004325616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002024927,"about_ca_topic_score_gemma":0.0004735791,"domain_scores_codex":[0.9986941,0.0003521008,0.0002332353,0.0001800435,0.0003037245,0.0002368174],"domain_scores_gemma":[0.9972531,0.0007519183,0.0008039978,0.0002854453,0.0002569991,0.0006485354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005528884,0.0008548657,0.4625082,0.000545845,0.0002147037,0.4336876,0.005388319,0.0009232916,0.01340146,0.0008815975,0.001729366,0.07931182],"study_design_scores_gemma":[0.000019265,0.001142511,0.08823331,0.00009648002,0.00006544896,0.8990356,0.001117351,0.0004838228,0.002967418,0.0002714974,0.00650406,0.00006315667],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822819,0.008477813,0.003739968,0.0004107359,0.000171589,0.00003810553,0.00006496388,0.00005524887,0.004759686],"genre_scores_gemma":[0.9955236,0.001668568,0.001169148,0.0002091236,0.0001715688,0.00001334425,0.0000970497,0.00001740604,0.001130289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00253876,"threshold_uncertainty_score":0.008493006,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4200077068","doi":"10.1177/15569845211045677","title":"Use of Mobile-Based Application for Collection of Patient-Reported Outcomes in Cardiac Surgery","year":2021,"lang":"en","type":"article","venue":"Innovations Technology and Techniques in Cardiothoracic and Vascular Surgery","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Montreal Heart Institute","funders":"","keywords":"Medicine; mHealth; Smartphone app; Health care; Patient experience; Cardiac surgery; Medical emergency; Emergency medicine; Surgery; Nursing; Psychological intervention","authors":[{"name":"Walid Ben-Ali","is_ca":true},{"name":"Yoan Lamarche","is_ca":true},{"name":"Michel Carrier","is_ca":true},{"name":"Philippe Demers","is_ca":true},{"name":"Denis Bouchard","is_ca":true},{"name":"Ismaı̈l El-Hamamsy","is_ca":true},{"name":"Raymond Cartier","is_ca":true},{"name":"Michel Pellerin","is_ca":true},{"name":"Louis P. Perrault","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04265627383022608,"gpt":0.3849094920895448,"spread":0.3422532182593188,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004445008,0.0005609521,0.0004651578,0.001728335,0.0004555032,0.0009140748,0.0004826504,0.0004805709,0.003655953],"category_scores_gemma":[0.02188334,0.0001934104,0.0007010942,0.0009217093,0.0002116233,0.0007085946,0.001124232,0.0005210259,0.0011054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000358718,"about_ca_system_score_gemma":0.000743066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004796076,"about_ca_topic_score_gemma":0.0008961721,"domain_scores_codex":[0.9938397,0.003511774,0.0008864468,0.0005573061,0.0009718538,0.0002329291],"domain_scores_gemma":[0.9866114,0.006937756,0.00357556,0.0006764361,0.001640837,0.000558013],"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":[0.001958018,0.002124398,0.4796964,0.002505983,0.0003277581,0.0002825274,0.002569914,0.0004427513,0.003857916,0.0001728614,0.008524844,0.4975366],"study_design_scores_gemma":[0.0003672329,0.006711834,0.9672806,0.001185939,0.0003469091,0.00116946,0.001476475,0.002810165,0.005202211,0.0003848726,0.01295863,0.0001056213],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9624432,0.00250646,0.008433371,0.001298398,0.000211032,0.006178038,0.005314033,0.0008767695,0.01273872],"genre_scores_gemma":[0.9719671,0.001435209,0.01632316,0.0005942197,0.0002431353,0.006645908,0.001533405,0.00003564258,0.00122213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004445008,"threshold_uncertainty_score":0.02350771,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2030343213","doi":"10.1097/imi.0b013e3181b03731","title":"Transcatheter Aortic Valve Implantation","year":2009,"lang":"en","type":"article","venue":"Innovations Technology and Techniques in Cardiothoracic and Vascular Surgery","topic":"Cardiac Valve Diseases and Treatments","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":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Catheter; Balloon catheter; Balloon; Aortic valve; Surgery","authors":[{"name":"Jian Ye","is_ca":true},{"name":"Samuel V. Lichtenstein","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01333305757071034,"gpt":0.3328375324530033,"spread":0.3195044748822929,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007075456,0.0003449171,0.0007030442,0.0005916982,0.0002706959,0.0006092518,0.0004611003,0.000381898,0.005690716],"category_scores_gemma":[0.001239727,0.00009663043,0.0005745175,0.0003596271,0.0004176186,0.0003986552,0.0004745506,0.0009964681,0.002076919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002330054,"about_ca_system_score_gemma":0.0003233554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001003032,"about_ca_topic_score_gemma":0.0001896237,"domain_scores_codex":[0.9995955,0.00006727536,0.000038106,0.00009791533,0.0001544643,0.00004676474],"domain_scores_gemma":[0.9994295,0.0002255998,0.00009710238,0.00009177289,0.00005206744,0.0001038521],"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":[0.0009479854,0.0008618077,0.01749668,0.0009672904,0.00032593,0.002325511,0.0001484628,0.0002963545,0.04421442,0.00405205,0.006256543,0.922107],"study_design_scores_gemma":[0.002352719,0.01948994,0.2992806,0.001289798,0.0009708844,0.1947918,0.0002132693,0.007460478,0.06408059,0.01367676,0.3961033,0.0002898582],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.4665396,0.2790708,0.1582305,0.006731309,0.006131698,0.0004248287,0.0008806053,0.00300301,0.07898773],"genre_scores_gemma":[0.8755254,0.05710312,0.03632732,0.003632102,0.005999413,0.0001561001,0.001055752,0.0001331814,0.02006753],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.005690716,"threshold_uncertainty_score":0.01903737,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}