{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":24,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":24,"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":"501e8d393ffb","filters":{"venue":"Contemporary cardiology"}},"results":[{"id":"W2478068340","doi":"10.1007/978-1-4939-8841-9","title":"Cardiovascular Magnetic Resonance Imaging","year":2019,"lang":"en","type":"book","venue":"Contemporary cardiology","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Magnetic resonance imaging; Medicine; Disease; Intervention (counseling); Radiology; Internal medicine; Psychiatry","authors":[{"name":"Raymond Y. Kwong","is_ca":false},{"name":"Michael Jerosch‐Herold","is_ca":false},{"name":"Bobak Heydari","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01745358052901461,"gpt":0.2384573887224483,"spread":0.2210038081934337,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005749243,0.0006453693,0.002896365,0.0003157477,0.00006468499,0.00003005517,0.0002431508,0.000576232,0.00006186723],"category_scores_gemma":[0.0003381642,0.0006463279,0.002463507,0.00009690021,0.0003940332,0.00006825828,0.0002267831,0.001059429,0.001240831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003300479,"about_ca_system_score_gemma":0.002429303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002365391,"about_ca_topic_score_gemma":1.902359e-7,"domain_scores_codex":[0.9970491,0.0002134267,0.0005880084,0.001086436,0.000506347,0.000556663],"domain_scores_gemma":[0.9967332,0.0004197294,0.0001330055,0.002154661,0.0003180276,0.0002413063],"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":[0.0001108815,0.00001101278,0.0453609,0.0002890993,0.0006587565,0.005829684,0.00002803661,0.00001117025,0.00000778141,0.0003457903,0.9222028,0.02514405],"study_design_scores_gemma":[0.0021058,0.000163138,0.01396872,0.0005253998,0.001042293,0.00215573,0.00001563044,0.00001678139,0.000004573093,0.0002985272,0.9791279,0.0005755451],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002049529,0.4374713,0.0001191105,0.0002012075,0.001821313,0.0006588652,0.0001466032,0.0001620377,0.5593991],"genre_scores_gemma":[0.03145762,0.002645548,0.0001301329,0.002542678,0.004245435,0.00008202158,0.001202618,0.0002814792,0.9574125],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4348257,"threshold_uncertainty_score":0.9995988,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2231311398","doi":"10.1007/978-1-59745-023-2_4","title":"Jugular Venous Pulse","year":2006,"lang":"en","type":"book-chapter","venue":"Contemporary cardiology","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St Joseph's Health Centre; University of Toronto","funders":"","keywords":"Jugular vein; Venous return curve; Medicine; Regurgitation (circulation); Pulse (music); External jugular vein; Cardiology; Internal medicine; Anatomy; Hemodynamics; Computer science","authors":[{"name":"Narasimhan Ranganathan","is_ca":true},{"name":"Vahe Sivaciyan","is_ca":true},{"name":"Franklin B. Saksena","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03085251810289991,"gpt":0.2477970270128419,"spread":0.216944508909942,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000239116,0.0005374848,0.002387583,0.0002773016,0.00008282322,0.00001590497,0.0001959801,0.0007515397,0.0004464132],"category_scores_gemma":[0.00002004564,0.000508924,0.0007213359,0.00002728646,0.0002377602,0.00004371082,0.0001762801,0.0005386258,0.000762739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001522082,"about_ca_system_score_gemma":0.0003152626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008949396,"about_ca_topic_score_gemma":0.000003559712,"domain_scores_codex":[0.997965,0.00004346055,0.0005944171,0.0007300159,0.0002767355,0.0003903061],"domain_scores_gemma":[0.9984079,0.00005552184,0.0002493177,0.0009750559,0.000134407,0.0001778056],"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":[0.00008623952,0.000113119,0.0003268893,0.000272646,0.00178759,0.006987163,0.00002407549,0.00001630745,0.00004133269,0.04266346,0.9429525,0.004728688],"study_design_scores_gemma":[0.0009315319,0.0008106432,0.003018326,0.0002083448,0.0006748985,0.0002787439,0.000006644944,0.000002221479,0.00001151957,0.003663901,0.9899601,0.0004331373],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002307914,0.01763429,0.0001243693,0.0008761404,0.001085982,0.001142049,0.00009793358,0.0001980024,0.9786105],"genre_scores_gemma":[0.3144299,0.001072367,0.00006090553,0.002238869,0.00235904,0.00007484885,0.001402853,0.0001846021,0.6781766],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3141991,"threshold_uncertainty_score":0.9997362,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W45900752","doi":"10.1007/978-1-59745-023-2_11","title":"Local and Systemic Manifestations of Cardiovascular Disease","year":2006,"lang":"en","type":"book-chapter","venue":"Contemporary cardiology","topic":"Cardiac Arrhythmias and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St Joseph's Health Centre; University of Toronto","funders":"","keywords":"Medicine; Disease; Connective tissue; Intensive care medicine; Systemic disease; Endocrine system; Systemic circulation; Pathology; Internal medicine; Hormone","authors":[{"name":"Narasimhan Ranganathan","is_ca":true},{"name":"Vahe Sivaciyan","is_ca":true},{"name":"Franklin B. Saksena","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02210493423420261,"gpt":0.2309578386817587,"spread":0.2088529044475561,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001388091,0.0003459408,0.001644025,0.0001679736,0.00004198726,0.00000431947,0.00004364933,0.0003218932,0.00001148528],"category_scores_gemma":[0.00001334108,0.0003109454,0.001163734,0.00001855215,0.0003790526,0.00003321654,0.00007008143,0.0002043124,0.0000233266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008916343,"about_ca_system_score_gemma":0.0003522871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001046258,"about_ca_topic_score_gemma":6.110408e-7,"domain_scores_codex":[0.9985778,0.00005815663,0.0004594234,0.0005003692,0.0002402977,0.0001639442],"domain_scores_gemma":[0.9986667,0.00007375597,0.000159129,0.0007485124,0.0001500993,0.000201819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004135297,0.0002273317,0.0962884,0.01339463,0.1643179,0.384618,0.0003037398,0.005713972,0.00006938799,0.09744394,0.1746204,0.0588669],"study_design_scores_gemma":[0.006103899,0.0005533358,0.02970905,0.001757181,0.01447906,0.01532685,0.0000660469,0.00005830845,0.000008419323,0.002767227,0.9282192,0.0009514092],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.003429909,0.195195,0.002377891,0.0000782913,0.0004285919,0.001210775,0.001159172,0.00007248523,0.7960479],"genre_scores_gemma":[0.9367535,0.001493606,0.00002149269,0.00003633121,0.0002985776,0.00003780734,0.001085515,0.00006728825,0.06020588],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9333236,"threshold_uncertainty_score":0.9999343,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W90893510","doi":"10.1007/978-1-60327-314-5_2","title":"Carotid Revascularization: Carotid Endarterectomy","year":2009,"lang":"en","type":"book-chapter","venue":"Contemporary cardiology","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Carotid endarterectomy; Medicine; Stenosis; Endarterectomy; Clinical trial; Radiology; Revascularization; Surgery; Cardiology; Internal medicine; Myocardial infarction","authors":[{"name":"Marlene Grenon","is_ca":true},{"name":"Ravi Sidhu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02470238770519094,"gpt":0.2424478263656115,"spread":0.2177454386604205,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002750748,0.0008174859,0.002302639,0.0003580101,0.0001314688,0.00003398496,0.000261314,0.0008947417,0.0007596404],"category_scores_gemma":[0.00005939858,0.0007848687,0.002203922,0.00006520648,0.0003223472,0.0001127074,0.0001075551,0.0007728647,0.0005098799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001859011,"about_ca_system_score_gemma":0.0009796605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001155566,"about_ca_topic_score_gemma":0.000002717484,"domain_scores_codex":[0.9970101,0.0001078726,0.0007900445,0.001102123,0.0005303285,0.0004595489],"domain_scores_gemma":[0.9972665,0.0000655618,0.0002707846,0.00157151,0.0003633455,0.0004622774],"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":[0.0009047706,0.0003411734,0.1402234,0.00267126,0.02362026,0.004376326,0.0004953176,0.00005502327,0.001295847,0.06716926,0.7233745,0.03547281],"study_design_scores_gemma":[0.002901627,0.0007297234,0.01286645,0.0005134472,0.00132234,0.002237194,0.00002605415,0.000001659418,0.0001220989,0.001278303,0.9770789,0.0009222053],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001524825,0.006878072,0.000183433,0.0005404605,0.0008929885,0.001914153,0.0002429419,0.0003716747,0.9888238],"genre_scores_gemma":[0.3848892,0.001626834,0.0001025839,0.003479948,0.004521446,0.0001134148,0.005141958,0.0002884619,0.5998362],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3889876,"threshold_uncertainty_score":0.9994602,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3001574311","doi":"10.1007/978-3-030-33304-1_18","title":"Statins and Neuromuscular Disease","year":2020,"lang":"en","type":"book-chapter","venue":"Contemporary cardiology","topic":"Lipoproteins and Cardiovascular Health","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University Medical Centre","funders":"","keywords":"Atorvastatin; Reductase; HMG-CoA reductase; Statin; Disease; Medicine; Bioinformatics; Biology; Pharmacology; Internal medicine; Enzyme; Biochemistry","authors":[{"name":"Alanood Alsolaihim","is_ca":true},{"name":"Steven K. Baker","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0392168541268484,"gpt":0.2482029084271574,"spread":0.208986054300309,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002379475,0.0004207657,0.001577771,0.0001042106,0.00006843603,0.00001322341,0.00009232906,0.0003485376,0.00005402505],"category_scores_gemma":[0.00009123415,0.0003746614,0.0007744714,0.00002327098,0.0002393067,0.00004151605,0.0001540334,0.0006555037,0.00009488434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004475464,"about_ca_system_score_gemma":0.0007831206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001562988,"about_ca_topic_score_gemma":4.994454e-7,"domain_scores_codex":[0.9981378,0.0001037481,0.0004076169,0.0007856378,0.0003317248,0.0002334361],"domain_scores_gemma":[0.9980859,0.00004342948,0.0001347758,0.0008608362,0.00009900708,0.0007760804],"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":[0.005753928,0.00009853959,0.01530903,0.01243747,0.02084571,0.1704193,0.0004531995,0.00001464102,0.0003544429,0.2989365,0.330084,0.1452932],"study_design_scores_gemma":[0.001296395,0.0004326311,0.005401079,0.0001513595,0.0005907671,0.0004010585,0.000009128324,0.000009292914,0.000001824618,0.002227715,0.9891444,0.0003343864],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0008287711,0.0785452,0.0004472653,0.00496853,0.0005734603,0.001995014,0.0004029244,0.0002310985,0.9120077],"genre_scores_gemma":[0.7781537,0.008465956,0.0002336539,0.01308296,0.005348468,0.0001213683,0.001811576,0.0004160761,0.1923662],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7773249,"threshold_uncertainty_score":0.9998705,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W206745977","doi":"10.1007/978-1-60327-314-5_6","title":"Pre-procedural Patient Preparation","year":2009,"lang":"en","type":"book-chapter","venue":"Contemporary cardiology","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia; Vancouver General Hospital","funders":"","keywords":"Carotid endarterectomy; Medicine; Carotid arteries; Carotid stenting; Intensive care medicine; Surgery","authors":[{"name":"Adil Al-Riyami","is_ca":true},{"name":"Jacqueline Saw","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01884506655526398,"gpt":0.2518139769751258,"spread":0.2329689104198618,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00007496732,0.0003843318,0.001011041,0.0001344333,0.00005386923,0.00001295597,0.00008846129,0.0004379153,0.0001923722],"category_scores_gemma":[0.000028685,0.0003433652,0.0008452635,0.00001720859,0.0001238268,0.00007321904,0.00004907593,0.0003059959,0.0001757742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000901827,"about_ca_system_score_gemma":0.0004719744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003779936,"about_ca_topic_score_gemma":0.00000117262,"domain_scores_codex":[0.9984762,0.00004642871,0.000456337,0.0005578074,0.000251828,0.0002113631],"domain_scores_gemma":[0.9987953,0.00002617309,0.0001792414,0.0006441028,0.0001550619,0.0002001484],"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":[0.003168165,0.0001853563,0.01025459,0.0008045329,0.005191202,0.001426927,0.0006842885,0.00006670033,0.0003071793,0.02026984,0.8432793,0.1143619],"study_design_scores_gemma":[0.001109248,0.001770803,0.006397189,0.0002278077,0.0004491342,0.0008615474,0.00002240793,0.000008894072,0.00005515658,0.001686507,0.9869717,0.0004396092],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002500771,0.005706348,0.00003837311,0.0002800819,0.0004048217,0.001230641,0.0000828773,0.0001760387,0.98958],"genre_scores_gemma":[0.7375261,0.0002498826,0.00001974263,0.002054163,0.0009063682,0.00004524514,0.001499997,0.00005831869,0.2576402],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7350253,"threshold_uncertainty_score":0.9999018,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4379032199","doi":"10.1007/978-3-031-13177-6_33","title":"SGLT2 Inhibitors and GLP1 Antagonists on Diabetes and Cardiovascular Disease","year":2023,"lang":"en","type":"book-chapter","venue":"Contemporary cardiology","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Empagliflozin; Medicine; Dapagliflozin; Canagliflozin; Heart failure; Mace; Ejection fraction; Internal medicine; Type 2 diabetes; Diabetes mellitus; Cardiology; Endocrinology; Myocardial infarction; Percutaneous coronary intervention","authors":[{"name":"David Fitchett","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02985853484703164,"gpt":0.2285806461883363,"spread":0.1987221113413047,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002695456,0.0005359661,0.001508244,0.0003014737,0.0000863036,0.00002885009,0.00007171411,0.0003190215,0.00001254446],"category_scores_gemma":[0.00004305018,0.0004624208,0.0005856969,0.00003109947,0.0003745857,0.00005298025,0.0002394413,0.0002755389,0.0001042406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005054263,"about_ca_system_score_gemma":0.00008273413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005471217,"about_ca_topic_score_gemma":3.8036e-7,"domain_scores_codex":[0.9981074,0.00005637347,0.0003263626,0.000909076,0.0002739863,0.0003268438],"domain_scores_gemma":[0.9985947,0.0001244248,0.00009162363,0.0007753774,0.00004418322,0.0003696682],"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":[0.001474865,0.0001129921,0.28926,0.004433074,0.07947558,0.02779563,0.0002008373,0.0000299649,0.00008151409,0.06137962,0.3930209,0.142735],"study_design_scores_gemma":[0.002826058,0.001148628,0.01418236,0.0006960076,0.003135392,0.00002052638,0.00002432121,0.000009531372,0.00001824982,0.002695386,0.9746029,0.0006405827],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02956825,0.08667601,0.000004535175,0.001496808,0.001675056,0.002654623,0.0003746621,0.0004987345,0.8770514],"genre_scores_gemma":[0.664859,0.005907642,0.00001636347,0.0007681781,0.001205308,0.0001498015,0.001151912,0.000212899,0.3257289],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6352907,"threshold_uncertainty_score":0.9997827,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2281037498","doi":"10.1007/978-1-60327-314-5_10","title":"Aortic Arch and Cerebrovascular Anatomy and Angiography","year":2009,"lang":"en","type":"book-chapter","venue":"Contemporary cardiology","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Angiography; Aortic arch; Carotid arteries; Radiology; Anatomy; Carotid stenting; Conventional angiography; Cardiology; Aorta; Carotid endarterectomy","authors":[{"name":"Jacqueline Saw","is_ca":true},{"name":"Simon Walsh","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0157369816140246,"gpt":0.2401650452608674,"spread":0.2244280636468428,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001854797,0.0004860021,0.001436107,0.000432299,0.0000788208,0.00002230882,0.00008639279,0.0004649991,0.00005426701],"category_scores_gemma":[0.00001899693,0.0004442416,0.001250378,0.00004480129,0.0005167514,0.00006471304,0.000101405,0.0003981667,0.00001567843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002348776,"about_ca_system_score_gemma":0.0001716013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001787402,"about_ca_topic_score_gemma":0.000001874757,"domain_scores_codex":[0.9982355,0.00007043948,0.0003903348,0.0007750835,0.0002365576,0.0002921197],"domain_scores_gemma":[0.9986738,0.00006115609,0.0001079907,0.0006718544,0.0001015539,0.0003836745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000392142,0.0001007217,0.7736593,0.001632753,0.01901235,0.001349747,0.0002778833,0.000001118192,0.0001098103,0.02418707,0.04075147,0.1385257],"study_design_scores_gemma":[0.002934341,0.0008007056,0.2188879,0.0003676302,0.002085645,0.002194456,0.00005105068,0.000005107997,0.000008070522,0.003255202,0.7686452,0.0007647017],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01716068,0.09963981,0.0000441339,0.0005566904,0.0002416766,0.00144722,0.000114465,0.0002041389,0.8805912],"genre_scores_gemma":[0.956984,0.005633364,0.00005284704,0.001341077,0.0006302645,0.00002741772,0.0004721423,0.00009466774,0.03476421],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9398233,"threshold_uncertainty_score":0.9998009,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2475145475","doi":"10.1007/978-3-319-16280-5_5","title":"Conventional Surgery for LAA Closure","year":2015,"lang":"en","type":"book-chapter","venue":"Contemporary cardiology","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hamilton General Hospital","funders":"","keywords":"Closure (psychology); Medicine; Political science; Law","authors":[{"name":"Hasib Hanif","is_ca":true},{"name":"Richard Whitlock","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09732097226600675,"gpt":0.2871002701593945,"spread":0.1897792978933878,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004203742,0.0003712545,0.001576359,0.0001849075,0.00004954655,0.000009695739,0.00009390215,0.0005480892,0.0003832528],"category_scores_gemma":[0.0001138877,0.0003456974,0.002152037,0.00001594597,0.0002312021,0.00004787569,0.00005377474,0.0002552125,0.0001782901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000811213,"about_ca_system_score_gemma":0.001463802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003328131,"about_ca_topic_score_gemma":0.000001137169,"domain_scores_codex":[0.9984202,0.00005303315,0.0004854219,0.0005247588,0.000272105,0.0002444664],"domain_scores_gemma":[0.9982826,0.0002463835,0.0001841208,0.000541957,0.0004537932,0.0002911845],"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":[0.0004047086,0.0000191243,0.01354182,0.0003235469,0.001989853,0.0001675487,0.000006573713,9.243936e-7,0.000004421706,0.02035593,0.9622494,0.0009361402],"study_design_scores_gemma":[0.001712555,0.0002090214,0.001760906,0.0001772569,0.000537821,0.0004850612,0.00001404757,0.000001461831,0.000003166659,0.005097761,0.9896767,0.0003243013],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002101078,0.02120207,0.0003178027,0.0006184228,0.001813013,0.001410977,0.00165771,0.0001550805,0.9726148],"genre_scores_gemma":[0.2536953,0.0003700703,0.00004172212,0.001261514,0.004704485,0.0002003145,0.01473383,0.0001790363,0.7248138],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2534852,"threshold_uncertainty_score":0.9998995,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1551768723","doi":"10.1007/978-1-60327-314-5_12","title":"Equipment for Extracranial Carotid Artery Stenting","year":2009,"lang":"en","type":"book-chapter","venue":"Contemporary cardiology","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Carotid arteries; Angioplasty; Complication; Carotid stenting; Radiology; Surgery","authors":[{"name":"Peter Ruchin","is_ca":false},{"name":"Jacqueline Saw","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03739816435612666,"gpt":0.2602825888426226,"spread":0.2228844244864959,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002913435,0.0005659428,0.001701776,0.0002075856,0.0001100165,0.00002459004,0.0001647719,0.0005556061,0.0001533186],"category_scores_gemma":[0.00004006937,0.0005377005,0.001958041,0.00001813697,0.0001610081,0.00007126532,0.00007068636,0.0003801283,0.0000923831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001186086,"about_ca_system_score_gemma":0.0004983594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002699496,"about_ca_topic_score_gemma":0.00000125749,"domain_scores_codex":[0.9977424,0.00005036253,0.0006800078,0.0007965873,0.0002900427,0.0004406246],"domain_scores_gemma":[0.9984047,0.0001063115,0.0002355723,0.000755904,0.0002117701,0.0002857707],"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":[0.004844783,0.000574377,0.03931513,0.004906882,0.02728219,0.004756909,0.0005957674,0.00005162268,0.004587194,0.0623857,0.6239713,0.2267281],"study_design_scores_gemma":[0.004868557,0.001404429,0.004974335,0.0005270911,0.001364881,0.00131979,0.00006165751,0.000009081738,0.00004902214,0.002394564,0.9822036,0.0008230065],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.00080206,0.005477071,0.0008253158,0.0004400201,0.001321657,0.003083393,0.0003880162,0.0002333662,0.9874291],"genre_scores_gemma":[0.5362027,0.00037685,0.0002300969,0.002396029,0.005863559,0.0002207916,0.002906698,0.000215366,0.4515879],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5358412,"threshold_uncertainty_score":0.9997075,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4379031879","doi":"10.1007/978-3-031-13177-6_8","title":"Adiponectin, Diabetes, and the Cardiovascular System","year":2023,"lang":"en","type":"book-chapter","venue":"Contemporary cardiology","topic":"Adipokines, Inflammation, and Metabolic Diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Adiponectin; Adipose tissue; Dyslipidemia; Insulin resistance; Endocrinology; Internal medicine; Diabetes mellitus; Medicine; Endocrine system; Type 2 diabetes; Lipid metabolism; Glucose homeostasis; Insulin; Hormone","authors":[{"name":"Karina Gasbarrino","is_ca":true},{"name":"Chrysoula Boutari","is_ca":false},{"name":"Andreas Filippaios","is_ca":false},{"name":"Ioanna Gianopoulos","is_ca":true},{"name":"Stella S. Daskalopoulou","is_ca":true},{"name":"Christos S. Mantzoros","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02601790577446084,"gpt":0.2217724937264624,"spread":0.1957545879520016,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001106731,0.0004779207,0.002447928,0.0002082478,0.0001515058,0.00001738864,0.000169836,0.0005161781,0.00001605065],"category_scores_gemma":[0.000237902,0.0003202948,0.001306287,0.00005185928,0.0007374329,0.00005389108,0.0001425917,0.0004250288,0.0002030428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000560085,"about_ca_system_score_gemma":0.0003789873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003228786,"about_ca_topic_score_gemma":0.000001325775,"domain_scores_codex":[0.9978817,0.0002225814,0.0006102401,0.0006246603,0.0003513022,0.0003094823],"domain_scores_gemma":[0.9977884,0.0003753703,0.0002344587,0.001141659,0.0002384162,0.0002217331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001643439,0.00001610124,0.005595283,0.006179897,0.05588564,0.004429947,0.0005284271,0.00007663289,0.000029244,0.7604266,0.137213,0.02797573],"study_design_scores_gemma":[0.003853887,0.00007367296,0.002421885,0.0004508946,0.003854583,0.0003994096,0.00008201258,0.00004562953,0.000003334441,0.001300111,0.9871532,0.0003614342],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005021146,0.1691608,0.00008397413,0.0004652554,0.001738257,0.001680694,0.0001771285,0.0004605995,0.8257312],"genre_scores_gemma":[0.3576859,0.007115951,0.00001798255,0.000751458,0.006007147,0.0003492051,0.0009304855,0.0002916714,0.6268502],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8499402,"threshold_uncertainty_score":0.9999249,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385489906","doi":"10.1007/978-3-031-34103-8_23","title":"Pregnancy Management in Patients with Pulmonary Arterial Hypertension","year":2023,"lang":"en","type":"book-chapter","venue":"Contemporary cardiology","topic":"Cardiovascular Issues in Pregnancy","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; University Health Network; Mount Sinai Hospital","funders":"","keywords":"Medicine; Pregnancy; Pulmonary hypertension; Fetus; Right heart failure; Obstetrics; Intensive care medicine; Cardiology","authors":[{"name":"Ting Ting Low","is_ca":false},{"name":"Candice K. Silversides","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02952270228875541,"gpt":0.2280402651836142,"spread":0.1985175628948588,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001843998,0.0006242711,0.002021122,0.0005368043,0.00004211351,0.00001068009,0.0002161985,0.0007100091,0.00004662248],"category_scores_gemma":[0.00002039251,0.0005402156,0.0006162276,0.00008870353,0.0002282945,0.00008202154,0.0003496521,0.0006172528,0.0003733416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000176231,"about_ca_system_score_gemma":0.0001277595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004013919,"about_ca_topic_score_gemma":0.000001388811,"domain_scores_codex":[0.9971931,0.00009060829,0.00065262,0.001089904,0.0005539858,0.0004198026],"domain_scores_gemma":[0.9979535,0.00005478734,0.0001829372,0.001496827,0.0001687068,0.0001432736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01238435,0.0005538003,0.09242045,0.004351157,0.02414629,0.5861373,0.0002339138,0.00006374087,0.00003174075,0.01922359,0.04251301,0.2179407],"study_design_scores_gemma":[0.02930002,0.002360889,0.3285319,0.02564791,0.003041178,0.003522583,0.00005384458,0.00001239262,0.000007355548,0.005327564,0.5993413,0.002853072],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002206344,0.009335687,0.00003566026,0.00009038137,0.002213056,0.003247075,0.00009659299,0.0002925466,0.9824827],"genre_scores_gemma":[0.5109107,0.002273322,0.0002270644,0.0002810521,0.001038956,0.0003039133,0.003329564,0.0005442532,0.4810911],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5826147,"threshold_uncertainty_score":0.999705,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2201036662","doi":"10.1007/978-1-60327-314-5_8","title":"Operator Training and Accreditation","year":2009,"lang":"en","type":"book-chapter","venue":"Contemporary cardiology","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Cornerstone; Accreditation; Aptitude; Medicine; Intervention (counseling); Cognition; Carotid arteries; Medical education; Psychology; Nursing; Cardiology; Psychiatry","authors":[{"name":"Faisal Alquoofi","is_ca":true},{"name":"Ronak S. Kanani","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04673428882308003,"gpt":0.2582047633097074,"spread":0.2114704744866273,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001290949,0.0002764928,0.0009237723,0.0001284802,0.00005100447,0.00001535314,0.00005391225,0.0003387637,0.00009340376],"category_scores_gemma":[0.00003611631,0.0002540282,0.0003493882,0.00001238744,0.0001456445,0.00006560267,0.00003142741,0.0002635666,0.0000412497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003103806,"about_ca_system_score_gemma":0.00039978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001535431,"about_ca_topic_score_gemma":4.654633e-7,"domain_scores_codex":[0.9989811,0.00003692321,0.0002750137,0.0004146196,0.0001378783,0.000154535],"domain_scores_gemma":[0.9992775,0.00004616641,0.00007855224,0.0003162789,0.00008977623,0.0001917182],"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":[0.0007927136,0.00007669321,0.01712448,0.0008569498,0.007311445,0.003326129,0.001816153,0.000008151216,0.0008194334,0.07732075,0.2801836,0.6103635],"study_design_scores_gemma":[0.001694531,0.0006372063,0.01109579,0.0002308719,0.0004459437,0.001036194,0.0001502415,0.000004135339,0.000009490933,0.001787122,0.9825279,0.0003805778],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001800676,0.01033667,0.00003930203,0.0004202958,0.0003311241,0.000549095,0.00008028502,0.0001044912,0.9863381],"genre_scores_gemma":[0.8212954,0.0009091999,0.00006233019,0.002154169,0.001973143,0.00002096228,0.001065533,0.00006972501,0.1724495],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8194947,"threshold_uncertainty_score":0.9999912,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4250463156","doi":"10.1007/978-1-61779-962-4_14","title":"Arrhythmias","year":2014,"lang":"en","type":"book-chapter","venue":"Contemporary cardiology","topic":"Cardiac electrophysiology and arrhythmias","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"","keywords":"Medicine","authors":[{"name":"M. GABRIEL KHAN","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02407799459778321,"gpt":0.2468420907956063,"spread":0.2227640961978231,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000250978,0.0005979642,0.002381501,0.0002388016,0.00009068898,0.000007154772,0.0001225691,0.001394093,0.0003207765],"category_scores_gemma":[0.00007136042,0.0005417133,0.001242985,0.00002687209,0.0004911954,0.0000273821,0.000117873,0.0012096,0.001774295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009603932,"about_ca_system_score_gemma":0.0005163145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002652003,"about_ca_topic_score_gemma":3.744223e-7,"domain_scores_codex":[0.9979292,0.00009831081,0.000545952,0.0008220024,0.0001898025,0.0004147018],"domain_scores_gemma":[0.9980833,0.0001927054,0.0002610162,0.001061898,0.0001616691,0.0002393923],"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":[0.001814632,0.00001072944,0.0002793986,0.0003423956,0.004227922,0.02861411,0.00003906639,0.00002406667,0.001104016,0.2909934,0.6539006,0.01864968],"study_design_scores_gemma":[0.001058111,0.0007510598,0.0003049268,0.0001456487,0.0003136735,0.007398467,0.000002183514,0.000004152711,0.00004836341,0.007283453,0.9822036,0.0004863648],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004719362,0.009462088,0.0003702861,0.001050486,0.001273895,0.0006073241,0.00005500862,0.000239188,0.9864698],"genre_scores_gemma":[0.3146128,0.0004980067,0.00005527586,0.00263364,0.005896022,0.00003042615,0.0005999321,0.0001345048,0.6755394],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.328303,"threshold_uncertainty_score":0.9999023,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4235059030","doi":"10.1007/978-3-030-19131-3_19","title":"Acute Decompensated Heart Failure","year":2019,"lang":"en","type":"book-chapter","venue":"Contemporary cardiology","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Libin Cardiovascular Institute of Alberta","funders":"","keywords":"Medicine; Acute decompensated heart failure; Decompensation; Heart failure; Cardiology; Hemodynamics; Intracardiac injection; Internal medicine; Pulmonary artery; Cardiac output; Intensive care medicine","authors":[{"name":"Andrew Grant","is_ca":true},{"name":"Michael A. Hanna","is_ca":false},{"name":"Mazen Hanna","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03019843340741337,"gpt":0.2668037476411497,"spread":0.2366053142337363,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001682058,0.0005705563,0.001936903,0.0002819817,0.00005267769,0.00001507537,0.0001336329,0.000777794,0.0007894898],"category_scores_gemma":[0.00001087881,0.00048256,0.0007268523,0.00003111058,0.0001451967,0.0000627312,0.0001635823,0.0005503052,0.00487517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001373965,"about_ca_system_score_gemma":0.0005289887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008417718,"about_ca_topic_score_gemma":0.000004491201,"domain_scores_codex":[0.9981332,0.0000537963,0.0004789449,0.0007384421,0.000232382,0.0003632766],"domain_scores_gemma":[0.9984372,0.00008001889,0.0001475105,0.0009871057,0.0001305604,0.0002175512],"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":[0.000280314,0.0000142219,0.001974782,0.000101848,0.004034701,0.002218251,0.00001617658,7.652607e-7,0.0002116834,0.01434056,0.9763774,0.0004293465],"study_design_scores_gemma":[0.002160222,0.000664385,0.0004075886,0.0001631039,0.0007697172,0.0005511453,0.000009442173,0.000002281561,0.00002894786,0.0004034112,0.9944614,0.0003784096],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003000313,0.002386053,0.00006259029,0.01365205,0.0009234411,0.002024205,0.0001037603,0.0002937519,0.9802541],"genre_scores_gemma":[0.07469703,0.0001703391,0.0007265683,0.00285372,0.0007020345,0.0000334162,0.001775529,0.0001381371,0.9189032],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07439699,"threshold_uncertainty_score":0.9997626,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W944587166","doi":"10.1007/978-1-61779-962-4_13","title":"Heart Failure Controversies","year":2014,"lang":"en","type":"book-chapter","venue":"Contemporary cardiology","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Heart failure; Medicine; Cardiology","authors":[{"name":"M. GABRIEL KHAN","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02548912958708064,"gpt":0.2445213840956124,"spread":0.2190322545085317,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002196909,0.0004855473,0.001767929,0.0002191786,0.00006665987,0.00001391906,0.0001023739,0.000628302,0.0004559786],"category_scores_gemma":[0.00005495401,0.0004123555,0.0006891585,0.00001700964,0.0002352396,0.00003738983,0.0001131683,0.0004185462,0.001493143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001100177,"about_ca_system_score_gemma":0.0002241189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001165681,"about_ca_topic_score_gemma":0.000004852806,"domain_scores_codex":[0.9984331,0.00005813464,0.0003995934,0.0005796609,0.0002172905,0.0003122646],"domain_scores_gemma":[0.9985893,0.0002066813,0.0001349136,0.0007420638,0.0001133455,0.0002137199],"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":[0.0001501979,0.000006187759,0.001023152,0.00009561817,0.001248166,0.0005369927,0.00001266187,6.286295e-7,0.00002760455,0.04917163,0.9471346,0.0005925958],"study_design_scores_gemma":[0.002009812,0.0006612393,0.0001845947,0.0001425528,0.0004319989,0.0002129604,0.00001549528,0.000001726219,0.000008483496,0.0009142275,0.9951043,0.0003125748],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002766575,0.003113693,0.0003238505,0.02665495,0.0006013636,0.001143917,0.00004615392,0.0002342384,0.9678541],"genre_scores_gemma":[0.112916,0.00008743364,0.0004551985,0.005798289,0.001526972,0.0000415832,0.0006263053,0.00009688353,0.8784513],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1128884,"threshold_uncertainty_score":0.9998328,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2211266237","doi":"10.1007/978-1-59745-023-2_9","title":"Elements of Auscultation","year":2006,"lang":"en","type":"book-chapter","venue":"Contemporary cardiology","topic":"Phonocardiography and Auscultation Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St Joseph's Health Centre; University of Toronto","funders":"","keywords":"Auscultation; Computer science; Engineering; Medicine; Cardiology","authors":[{"name":"Narasimhan Ranganathan","is_ca":true},{"name":"Vahe Sivaciyan","is_ca":true},{"name":"Franklin B. Saksena","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03287217099420382,"gpt":0.2730456083966256,"spread":0.2401734374024218,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002187274,0.0002758584,0.001100744,0.0003760855,0.00002802125,0.000003109282,0.00008954676,0.0004982511,0.00005054433],"category_scores_gemma":[0.00002404144,0.0002565162,0.0007394401,0.00004732762,0.0002136854,0.00005077291,0.00003416626,0.0002713602,0.00002328942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003798177,"about_ca_system_score_gemma":0.0001700595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001361104,"about_ca_topic_score_gemma":4.026889e-7,"domain_scores_codex":[0.9985852,0.00003967053,0.0006888136,0.0003393647,0.0002101972,0.0001367762],"domain_scores_gemma":[0.9987995,0.00005399901,0.00044038,0.0003628975,0.0002815517,0.00006166942],"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":[0.0007364544,0.00007377211,0.01764124,0.001088087,0.005073481,0.000772798,0.000115597,0.00001308901,0.008126733,0.05250901,0.8931063,0.02074343],"study_design_scores_gemma":[0.001503443,0.0006726197,0.007076485,0.0003880814,0.0004405237,0.00009378496,0.00001438216,0.000002905962,0.002180102,0.01114225,0.9761083,0.0003771299],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0003598463,0.003539557,0.001648561,0.00008138068,0.0001913991,0.0006799636,0.0002134761,0.0001524643,0.9931334],"genre_scores_gemma":[0.7349766,0.0005266395,0.0008049153,0.0002535961,0.000507545,0.0000526608,0.002722076,0.00007468481,0.2600812],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7346168,"threshold_uncertainty_score":0.9999887,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W953336511","doi":"10.1007/978-1-61779-962-4_18","title":"Endocrine Heart Diseases","year":2014,"lang":"en","type":"book-chapter","venue":"Contemporary cardiology","topic":"Adrenal and Paraganglionic Tumors","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Endocrine system; Medicine; Internal medicine; Hormone","authors":[{"name":"M. GABRIEL KHAN","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03132887674179845,"gpt":0.2606617993348225,"spread":0.2293329225930241,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009330537,0.000417929,0.001610414,0.0001227267,0.00005377891,0.000006135465,0.0001232852,0.0003094275,0.0005412483],"category_scores_gemma":[0.00006035164,0.0003424644,0.0006748018,0.00001949323,0.0002992764,0.00002278226,0.0001040679,0.0004931343,0.001064827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004629513,"about_ca_system_score_gemma":0.0003528006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008020059,"about_ca_topic_score_gemma":5.008908e-7,"domain_scores_codex":[0.9985104,0.00005613735,0.0004265306,0.0005344092,0.0001919369,0.0002805778],"domain_scores_gemma":[0.9986168,0.0001523713,0.0001512093,0.0006596538,0.0001055763,0.0003144319],"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":[0.0007884319,0.00001783953,0.005178463,0.0003204302,0.00101259,0.0313154,0.00001566138,0.000003697206,0.00002071501,0.07233137,0.8868372,0.002158217],"study_design_scores_gemma":[0.001009829,0.0004656543,0.002933553,0.0001764322,0.000255532,0.01055535,0.000002815843,0.000002159294,0.00001012309,0.003002989,0.9812686,0.000316895],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003109613,0.01569003,0.000164975,0.001520725,0.0008203895,0.0004940175,0.0001911832,0.0001946457,0.9806131],"genre_scores_gemma":[0.4052851,0.00005441834,0.00002026378,0.002067298,0.002232125,0.00001717529,0.0007144788,0.00006901755,0.5895401],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4049742,"threshold_uncertainty_score":0.9999027,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W84769729","doi":"10.1007/978-1-60327-314-5_5","title":"Noninvasive Imaging of the Extracranial Carotid Circulation","year":2009,"lang":"en","type":"book-chapter","venue":"Contemporary cardiology","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Radiology; Angiography; Carotid arteries; Stenosis; Conventional angiography; Cardiology","authors":[{"name":"Jonathon Leipsic","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01881181463681692,"gpt":0.2310871968275508,"spread":0.2122753821907339,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000145963,0.0003251701,0.001019458,0.0001178539,0.00006535137,0.000006885145,0.0001712927,0.0002625202,0.0001045497],"category_scores_gemma":[0.00004508509,0.0002479773,0.001363133,0.00003086191,0.0003041116,0.00005250967,0.00006901693,0.000360957,0.00002508443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007572868,"about_ca_system_score_gemma":0.0005944467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001244292,"about_ca_topic_score_gemma":0.000001775257,"domain_scores_codex":[0.9985487,0.00008467426,0.0004754819,0.0004145575,0.0002942491,0.0001823576],"domain_scores_gemma":[0.9985218,0.0000599365,0.0002919644,0.0008075971,0.00021692,0.0001017782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006023538,0.0001613508,0.8515283,0.001273633,0.00638153,0.001538447,0.0006337365,0.0001686612,0.005331107,0.036239,0.05874511,0.03739671],"study_design_scores_gemma":[0.006334779,0.0004842819,0.6874946,0.001866835,0.0032676,0.007028298,0.0001679854,0.00002947806,0.000638892,0.007774421,0.2835719,0.001340896],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.003193891,0.004485033,0.0000958297,0.0004675697,0.0007586346,0.001213975,0.0001371772,0.00006470033,0.9895832],"genre_scores_gemma":[0.964657,0.0001159381,0.00001041243,0.0006267722,0.0008898106,0.00001093401,0.000220851,0.00005065138,0.03341764],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9614631,"threshold_uncertainty_score":0.9999973,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4323058544","doi":"10.1007/978-3-031-24575-6_10","title":"Molecular Mechanisms of Lipoprotein(a) Pathogenicity: Tantalizing Clues and Unanswered Questions","year":2023,"lang":"en","type":"book-chapter","venue":"Contemporary cardiology","topic":"Lipoproteins and Cardiovascular Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Lipoprotein(a); Proinflammatory cytokine; In vivo; Lipoprotein; In vitro; Apolipoprotein B; Fibrinolysis; Inflammation; Disease; Immunology; Biology; Medicine; Cell biology; Cholesterol; Pathology; Biochemistry; Internal medicine; Genetics","authors":[{"name":"Michael B. Boffa","is_ca":true},{"name":"Marlys L. Koschinsky","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03365385578057635,"gpt":0.2611534397081494,"spread":0.2274995839275731,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009049167,0.0005031046,0.002275226,0.0003500222,0.00008171174,0.00001087302,0.0001441489,0.0009617523,0.00001752489],"category_scores_gemma":[0.0001194352,0.0004761287,0.0009761242,0.00007822303,0.0003217962,0.00004941844,0.0002264607,0.0006080656,0.00003247444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007720763,"about_ca_system_score_gemma":0.0006073863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002282235,"about_ca_topic_score_gemma":0.000009507688,"domain_scores_codex":[0.9974467,0.0001726488,0.0007750176,0.0007799846,0.0004801867,0.0003455149],"domain_scores_gemma":[0.9980328,0.0000687838,0.0002556767,0.001116764,0.0002607646,0.000265189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004729353,0.0000471914,0.0001529992,0.002778746,0.007826085,0.0104455,0.0001749465,0.00001565991,0.02857418,0.9246877,0.001928998,0.02289503],"study_design_scores_gemma":[0.01260403,0.007466135,0.004003215,0.009427827,0.007309246,0.01054206,0.0005662284,0.0001182937,0.01920121,0.5090928,0.4152673,0.004401652],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.006041619,0.07761116,0.01820333,0.001278743,0.001614296,0.005765469,0.001125849,0.000736721,0.8876228],"genre_scores_gemma":[0.9446329,0.005542275,0.0009139712,0.0006516946,0.0008241448,0.0001445587,0.0007446163,0.0003801396,0.04616569],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9385913,"threshold_uncertainty_score":0.999769,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W198222646","doi":"10.1007/978-1-61779-962-4_20","title":"Cardiac Drugs During Pregnancy and Lactation","year":2014,"lang":"en","type":"book-chapter","venue":"Contemporary cardiology","topic":"Cardiovascular Issues in Pregnancy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Pregnancy; Fetus; Drugs in pregnancy; Medicine; Lactation; Obstetrics; First trimester; Third trimester; Adverse effect; Physiology; Endocrinology; Internal medicine; Biology","authors":[{"name":"M. GABRIEL KHAN","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01874882634579909,"gpt":0.243820198841088,"spread":0.225071372495289,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002555931,0.0005939059,0.002333583,0.0002804152,0.00009346676,0.00001974331,0.0001375352,0.0009480179,0.00004728412],"category_scores_gemma":[0.00008939698,0.0005994797,0.001083166,0.00003074577,0.0003631435,0.00007501002,0.0002396454,0.0007082403,0.0001493355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001342309,"about_ca_system_score_gemma":0.0001854311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004675106,"about_ca_topic_score_gemma":3.18919e-7,"domain_scores_codex":[0.9976009,0.0001545324,0.0005890878,0.0009555202,0.0003612067,0.0003387623],"domain_scores_gemma":[0.9979684,0.0001339967,0.0002452778,0.001229987,0.0001949338,0.0002274543],"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":[0.003364767,0.00008867813,0.04071049,0.02525712,0.06524554,0.0573012,0.005975532,0.00003414167,0.003893462,0.2498826,0.09475501,0.4534914],"study_design_scores_gemma":[0.003652283,0.000366292,0.003996292,0.006360109,0.001860105,0.004293187,0.00005262202,0.000004241743,0.000170343,0.002694084,0.9753823,0.001168113],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001177078,0.1699095,0.0001666731,0.0001526187,0.001241099,0.001148715,0.00006726485,0.0002164382,0.8259206],"genre_scores_gemma":[0.5641218,0.008033206,0.0001246104,0.0001022771,0.001742342,0.0000868097,0.0004874619,0.0002189642,0.4250825],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8806273,"threshold_uncertainty_score":0.9996457,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3111839769","doi":"10.1007/978-3-030-56514-5_19","title":"Lipoprotein (a): Principles from Bench to Bedside","year":2020,"lang":"en","type":"book-chapter","venue":"Contemporary cardiology","topic":"Lipoproteins and Cardiovascular Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Lipoprotein(a); Epidemiology; Lipoprotein; Disease; Medicine; Internal medicine; Vascular disease; Population; Genetic epidemiology; Pathophysiology; Cardiology; Bioinformatics; Endocrinology; Biology; Cholesterol","authors":[{"name":"Marlys L. Koschinsky","is_ca":true},{"name":"Michael B. Boffa","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06324916360515467,"gpt":0.2629244887148676,"spread":0.1996753251097129,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004783442,0.0007466979,0.003060429,0.0002321053,0.0001005366,0.00002414893,0.0003481863,0.001107567,0.0003854393],"category_scores_gemma":[0.0001918121,0.000684642,0.001473142,0.00006991245,0.0001650863,0.00005780232,0.000419636,0.001167998,0.001128348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000226476,"about_ca_system_score_gemma":0.001676922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007080983,"about_ca_topic_score_gemma":0.00003007796,"domain_scores_codex":[0.9964052,0.0001263959,0.0009325766,0.001404323,0.0006691263,0.0004623898],"domain_scores_gemma":[0.9966335,0.00008975526,0.0002696109,0.001876383,0.0002248302,0.0009058906],"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":[0.004983815,0.0001117293,0.00451599,0.001978342,0.02792468,0.04422083,0.0009201666,0.00007328486,0.002287897,0.1487504,0.5351236,0.2291093],"study_design_scores_gemma":[0.001266943,0.0008207134,0.001812026,0.0003852454,0.0004115215,0.000250088,0.00002318656,0.000003955067,0.0001823687,0.002479335,0.9917555,0.000609141],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0007885372,0.02315545,0.001031072,0.006097788,0.0009662943,0.003389539,0.0005875222,0.0003157262,0.963668],"genre_scores_gemma":[0.5003091,0.001452339,0.002928665,0.02184904,0.02028655,0.0005687934,0.004374835,0.0006652848,0.4475654],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5161027,"threshold_uncertainty_score":0.9996494,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2713911","doi":"10.1007/978-1-60327-314-5_4","title":"Catheterization Laboratory: X-Ray Equipment, Imaging Modalities and Programs, and Radiation Safety","year":2009,"lang":"en","type":"book-chapter","venue":"Contemporary cardiology","topic":"Radiation Dose and Imaging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Vancouver General Hospital","funders":"","keywords":"Digital subtraction angiography; Medical physics; Medicine; Modalities; Radiology; Image quality; Radiation exposure; Subtraction; Angiography; Computer science; Nuclear medicine; Computer vision; Image (mathematics)","authors":[{"name":"David Wood","is_ca":true},{"name":"Anthony Fung","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02022648273038894,"gpt":0.245677601893218,"spread":0.2254511191628291,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000266084,0.0003091036,0.0007332403,0.0002200095,0.00009966481,0.00004961152,0.00004727922,0.0002269428,0.00001271472],"category_scores_gemma":[0.00003267465,0.0003038761,0.0000869253,0.00003105489,0.0002107558,0.0002379884,0.00004170987,0.0002470879,0.000006447224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008721457,"about_ca_system_score_gemma":0.000231798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008750821,"about_ca_topic_score_gemma":2.86061e-7,"domain_scores_codex":[0.9987403,0.00007173496,0.0004036718,0.0004580199,0.0001348334,0.0001914671],"domain_scores_gemma":[0.9992178,0.00004265801,0.0002382196,0.0002667123,0.00009898871,0.0001355872],"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":[0.0005689994,0.000032705,0.09368787,0.0004649927,0.001167225,0.0006059707,0.00141528,0.00001235817,0.001549056,0.03007791,0.01322635,0.8571913],"study_design_scores_gemma":[0.001694405,0.000277184,0.01503548,0.0002454145,0.0002159483,0.0001463546,0.00009070079,0.0002619995,0.00002819615,0.001582903,0.9799929,0.0004284803],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.006070597,0.09321204,0.001469579,0.006530929,0.0007988879,0.002579554,0.0002461806,0.0004376785,0.8886545],"genre_scores_gemma":[0.9349777,0.006270698,0.0001515695,0.002152421,0.001044545,0.00002948804,0.002163982,0.00009126839,0.05311841],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9667666,"threshold_uncertainty_score":0.9999413,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W62057593","doi":"10.1007/978-1-60327-314-5_11","title":"Extracranial Carotid Stent Interventional Approach","year":2009,"lang":"en","type":"book-chapter","venue":"Contemporary cardiology","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Stent; Carotid arteries; Computer science; Surgery; Radiology; Medical physics","authors":[{"name":"Jacqueline Saw","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03683381897894068,"gpt":0.2517634626528375,"spread":0.2149296436738968,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002264394,0.0005484452,0.001562913,0.0002337532,0.00006979406,0.00001978279,0.0001989948,0.0005946743,0.0005267609],"category_scores_gemma":[0.00002275269,0.0005042938,0.002455173,0.00002412248,0.000257114,0.0000681833,0.00009630757,0.0006228676,0.0002132339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000127223,"about_ca_system_score_gemma":0.0004682614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005832484,"about_ca_topic_score_gemma":7.452312e-7,"domain_scores_codex":[0.9977475,0.00009202474,0.0006533741,0.0007911934,0.0004050553,0.0003108137],"domain_scores_gemma":[0.9984928,0.00003654667,0.0002030042,0.0007766394,0.0001841441,0.0003068441],"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":[0.002989127,0.001605079,0.04736584,0.0033869,0.02650105,0.004611508,0.0003304049,0.00008122225,0.0004199994,0.1687787,0.6632819,0.0806483],"study_design_scores_gemma":[0.004960199,0.001797191,0.02841907,0.0005825567,0.001475787,0.004564059,0.00007016911,0.00001291351,0.0000132594,0.002861037,0.9541596,0.001084195],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003035145,0.006857879,0.0004849781,0.0001848779,0.0006491162,0.001136477,0.0002534367,0.0001664005,0.9899633],"genre_scores_gemma":[0.477959,0.0002485894,0.0001388943,0.0008594356,0.00297602,0.00006547154,0.003814484,0.0001172196,0.5138209],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4776554,"threshold_uncertainty_score":0.9997408,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}